tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=27 objective=regression feature_names=precio_total_lag_1 precio_total_lag_2 precio_total_lag_3 precio_total_lag_4 precio_total_lag_5 precio_total_lag_6 precio_total_lag_7 precio_total_lag_8 precio_total_lag_9 precio_total_lag_10 precio_total_lag_11 precio_total_lag_12 precio_total_lag_13 precio_total_lag_14 precio_total_lag_15 precio_total_lag_16 precio_total_lag_17 precio_total_lag_18 precio_total_lag_19 precio_total_lag_20 precio_total_lag_21 precio_total_lag_22 precio_total_lag_23 precio_total_lag_24 mes marca_id_encoded año cluster_id feature_infos=[0:6646.0100000000002] [0:6646.0100000000002] [0:6646.0100000000002] [0:6646.0100000000002] [0:6646.0100000000002] [0:6646.0100000000002] [0:6646.0100000000002] [0:6646.0100000000002] [0:6646.0100000000002] [0:6646.0100000000002] [0:6646.0100000000002] [0:6646.0100000000002] [0:6646.0100000000002] [0:6646.0100000000002] [0:6646.0100000000002] [0:6646.0100000000002] [0:6646.0100000000002] [0:6646.0100000000002] [0:6646.0100000000002] [0:6646.0100000000002] [0:6646.0100000000002] [0:6646.0100000000002] [0:6646.0100000000002] [0:809.19306000000006] -1:0:1:2:3:4:5:6:7:8:9:10:11 -1:10:9:185:29:15:74:152:78:23:19:85:44:37:138:16:93:188:57:189:28:96:51:25:39:146:5:128:151:2:142:3:164:72:52:144:83:22:91:136:35:40:86:109:60:24:13:61:133:110:100:75:26:64:98:41:14:99:127:80:21:43:12:49:70:118:113:163:171:68:84:7:42:54:101:105:119:76:59:107:124:129:71:62:186:166:92:122:140:121:158:159:162:0:187:123:160:32:38:58:89:103:174:11:36:94:108:120:4:47:66:67:143:153:77:79:115:141:149:154:1:8:30:31:45:69:88:90:95:102:111:116:126:137:177:168:181:17:33:46:48:50:53:55:56:63:65:82:87:112:114:139:179:132:161:169:170:172:165:184:180:6:18:20:27:34:73:81:97:104:106:117:125:130:131:134:135:145:148:147:150:155:156:157:167:173:175:176:182:183 [2022:2023] none tree_sizes=4050 4811 4817 4830 4871 4667 2795 3996 4632 4313 4769 4983 4883 4368 5152 5258 3437 3067 4902 5382 5674 4693 5308 5682 3354 2948 2156 4643 4714 4017 4211 4340 4521 4189 4263 3419 5287 5722 5684 5375 3749 5043 3377 5141 5125 5000 4540 4552 4561 4745 4805 3522 4483 4675 3105 4725 4569 4994 4333 4038 4797 4739 2716 4400 4602 4792 2641 3479 3711 3498 4798 1925 4252 4603 4559 4141 4387 4609 2342 3591 2714 3176 5445 3502 3294 4617 4922 4829 5309 5002 3367 3635 3810 3441 3231 4516 4576 5009 4460 3723 3373 4189 3288 4028 4153 3208 3428 4688 5284 3999 3290 4026 3390 3753 2825 3303 3999 3081 3051 4607 2613 2078 2742 2606 3455 2070 2670 2902 2233 2479 2671 2483 1688 3045 3164 2976 4224 1864 3324 3080 3456 3522 2638 2187 4049 2441 3959 2588 3468 2697 2114 2272 4680 3618 3792 2522 1258 2627 2356 2355 2807 3842 2976 2001 3110 2897 2478 3382 3359 2401 2989 2607 2554 3991 2246 3115 1646 2141 2838 1965 1828 1809 1741 1866 1736 3269 4222 3346 3471 2764 2303 2770 2614 3596 2437 1513 4180 1601 2152 2714 2357 2471 2137 2689 2177 2082 3192 2069 1925 2061 2382 3835 3288 2753 1878 2644 2263 2167 2442 2322 1745 1900 1743 1894 2964 2573 2506 2396 1700 3101 2081 3784 1906 2035 1673 1501 2064 2136 1670 1586 2606 1022 2826 1263 2534 4175 3520 2856 3055 2852 1865 1835 1430 1760 1431 1339 1330 1327 1330 1499 2322 2221 2172 3562 2422 2881 1772 1936 2858 2953 2242 3764 2322 1941 2530 1502 2549 1672 1180 1684 1695 1863 1997 2008 1835 3131 3666 2350 2689 2290 1718 1104 1673 2262 1186 2881 3214 2466 2746 2725 1201 1190 1025 1137 2406 1288 1601 1429 1996 1358 1292 1211 1261 1132 1781 1692 2130 2263 2319 1887 1812 1811 1762 1925 1818 1832 1372 1438 1586 1378 2150 2200 1260 1257 2222 1501 1602 1618 939 1100 1099 1125 1926 1123 1124 1491 2021 2787 3479 2107 2118 2818 1772 2177 1333 1339 2338 1297 4209 1505 1770 1302 1616 1421 1609 1689 1962 1582 1545 1617 2096 2213 2228 2730 2515 1590 1903 1353 1821 1580 1172 973 1434 1344 1175 2108 2302 1987 2056 2458 1541 1595 1543 1654 1588 932 1874 1310 1122 934 1854 2420 1442 1407 1406 1308 963 3197 2263 1095 1835 1765 1309 1393 1313 1251 1270 1430 1271 2295 2847 2739 2698 2744 2680 1656 2170 1574 1813 1490 2012 1674 2008 1883 1878 2005 2000 1839 1109 2420 1243 1502 1586 1576 1581 1755 4045 3547 3192 4454 1588 1877 1585 1918 1511 1062 1052 1048 1046 1144 2829 1708 2472 1770 1872 1364 1364 1425 1181 1450 1269 1999 1720 1798 2066 1745 1608 1909 1616 1589 2284 2079 1810 2189 2533 1572 1756 1220 1700 1417 1070 1399 1130 1430 1257 2177 2109 2395 2836 2023 2568 3834 2491 2430 2598 1053 1750 1343 2008 971 1582 1499 1583 987 1589 2438 2112 2025 1662 1924 1599 1424 1257 1355 1515 2576 1988 2425 1872 2075 1023 1107 1109 1173 1109 1542 1598 1588 1519 1066 1487 1645 1338 1938 1593 1526 1262 1366 2610 1955 2365 1601 2134 2138 1703 1975 1423 2298 1943 1589 1670 1584 1342 1335 2024 2265 1871 2169 1873 1929 1989 1991 1984 2224 1511 1638 1438 1477 1223 1584 2044 1643 1573 1597 2352 1831 1690 2030 2092 2133 2881 3228 2573 2574 1420 1862 1867 1626 1807 1609 1108 1133 1176 1170 1939 2111 1485 2076 2102 1414 2659 1744 2717 2731 2488 1348 1428 1183 1260 1424 1825 2171 2494 1606 2031 2041 1753 2037 1835 1679 1578 1615 1505 1435 1576 1761 1995 1770 2466 1853 1170 1709 2093 1451 1623 1431 1499 1686 1684 1547 1553 1566 940 1231 990 1942 2264 2079 1674 2745 2098 2349 2263 1957 1758 1192 1962 1289 1291 1292 1725 1354 1447 1353 1352 1903 2092 1826 3011 2083 1651 1616 1613 1287 1299 1022 1352 1799 2423 1679 1677 1648 2187 1495 1406 1048 1710 2047 1052 1053 1840 1939 1275 1853 1283 1807 1725 1634 1754 1803 1467 1036 1402 1417 1643 1504 1840 1599 1604 1455 2291 1906 1892 1648 1755 2009 1024 2008 1668 1351 1804 1539 1599 1591 1481 1943 1952 1816 2038 2034 1520 1617 1713 1655 1386 2057 1806 1509 1858 1869 1709 1276 1277 1691 1751 2164 2186 2068 2512 2253 1539 2182 1335 1661 1627 1619 1171 1246 1993 1595 2305 2487 2493 1667 2562 1705 1219 1696 1106 1107 1188 1054 1253 1222 1294 2141 1861 1686 2006 1569 1863 1423 1996 1634 1476 1913 1831 1850 2656 2062 1802 1478 1338 1256 1323 1973 1943 1616 1360 1056 1426 1424 1423 1134 1379 1196 1357 1576 1201 1354 4116 1524 1264 1770 1687 2769 2730 2241 2410 2179 2043 1699 2027 2311 1956 1703 1822 1159 2499 2503 2043 1870 1609 2346 2175 1349 962 1131 1351 1144 1780 1733 1886 1721 2589 1915 1173 1170 1099 1527 1579 1587 1300 1424 1424 1476 1725 1526 1547 1531 1353 2093 1843 2304 1968 1537 1750 1665 1764 1672 1437 1510 2525 1634 1437 2222 1714 2037 1919 1390 2310 2270 2365 1806 2430 1953 2224 1287 1859 1900 1303 1108 1457 1432 1178 2494 1401 1155 1897 1637 1835 1786 1674 1674 1882 2149 2379 2964 1816 1962 1780 1558 1556 1470 1474 1288 1090 1285 1453 1091 1734 1482 3024 1202 1920 1664 1518 1593 2148 2075 1589 1753 2286 1721 1675 1906 1809 1372 1755 1686 1796 1657 1387 1839 1775 1528 1662 1622 1636 1429 1892 2303 2182 2311 1429 1476 1601 1479 1157 1457 1740 2318 2107 2349 2043 1260 1090 1206 1092 1088 1597 1512 1540 1711 1383 1927 2032 2197 1847 2120 1796 1559 2186 1812 1929 1962 1677 1964 2050 1757 Tree=0 num_leaves=45 num_cat=10 split_feature=25 0 3 0 6 7 6 4 3 2 25 3 2 17 25 4 3 25 26 13 25 25 0 18 25 14 13 0 26 23 3 0 25 6 11 25 25 26 3 23 2 2 2 7 split_gain=3.55042e+06 1.80734e+06 2.15506e+06 882022 750475 554655 693635 529642 402316 346254 280518 235468 467759 284926 232231 224594 218461 198291 235876 178757 146001 138163 131814 116589 114517 110262 90431.8 88512.5 87659 81789.7 73555.8 69528.8 67271.7 59163.6 44615.9 35503.6 31569.5 24746.4 20123.3 16301.8 6342.12 6138.59 4349 1353.32 threshold=0 202.39050000000006 293.03820000000002 95.466000000000022 279.86700000000002 442.89500000000004 27.286500000000004 200.46000000000004 1048.2900000000002 155.87100000000004 1 150.51452500000002 223.35100000000003 5.5472500000000009 2 80.637750000000025 199.86000000000004 3 2022.5000000000002 382.71220000000005 4 5 99.006000000000014 13.686500000000002 6 367.37500000000006 195.03675000000004 25.333500000000004 2022.5000000000002 23.460000000000004 5.0080000000000009 30.01275 7 106.241 14.883750000000001 8 9 2022.5000000000002 110.457785 39.95000000000001 200.46000000000004 335.81400000000008 482.16800000000006 650.90000000000009 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 9 2 2 9 9 2 2 9 2 2 2 2 2 2 2 9 2 2 9 9 2 2 2 2 2 2 2 left_child=1 5 4 9 15 8 28 16 11 10 19 14 13 -13 35 21 22 18 -11 25 29 30 -5 32 -16 27 36 -2 -7 31 -3 -12 -24 -9 38 -1 -22 -23 42 -31 -20 -42 -19 -30 right_child=3 2 -4 7 -6 6 -8 33 -10 17 20 12 -14 -15 24 -17 -18 34 40 -21 26 37 23 -25 -26 -27 -28 -29 43 39 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 41 -43 -44 -45 leaf_value=5.7990906167597913 5.5898360711952142 6.2538864694577816 9.3302888571228717 6.3939323618737216 7.9829283598479819 6.5374843464257966 7.8717470142724757 6.6056000989638415 6.9887967516941476 6.9075985553689314 5.5653601915701829 5.7715586790839524 7.0828151252879135 6.9942531614663848 5.7098025946093234 7.0223470967970938 6.5891652753372778 5.6740366649327862 6.0522258873346102 6.3802486661416253 5.532047282159418 5.5758612569868058 5.8430990278388188 6.51322492746141 5.6540798515631661 6.3019309552292855 6.1837421180044982 5.7386154222935888 5.8361047476960461 6.1481543998170256 5.716136738846072 5.6604588839209269 5.6560556675575864 7.3655668945672756 6.1678083396318204 5.9898867283227695 5.5471629100714326 5.8514980950966757 5.9716691083401363 5.8119010122096775 5.7193439181427985 5.9555755051843065 5.563801115889472 5.7439558182122958 leaf_weight=358 16185 207 23 34 22 21 25 21 24 37 33252 405 32 20 6721 24 35 242 20 29 20135 57 353 20 8457 22 22 410 34 21 29 787 469 20 20 234 45309 76 22 46 22 22 42 30 leaf_count=358 16185 207 23 34 22 21 25 21 24 37 33252 405 32 20 6721 24 35 242 20 29 20135 57 353 20 8457 22 22 410 34 21 29 787 469 20 20 234 45309 76 22 46 22 22 42 30 internal_value=5.58087 5.71671 6.35073 5.56133 6.18559 5.69982 6.40752 5.86448 5.69503 5.55886 5.55781 5.69311 5.91688 5.8291 5.68663 6.08498 5.81444 5.8431 6.20975 5.59581 5.55146 6.02401 5.78349 5.75884 5.67882 5.59445 5.54272 5.59351 5.97686 5.56825 6.16313 5.56756 5.74048 6.97632 5.70636 5.88005 5.5425 5.7227 5.6803 5.91729 5.90457 5.83746 5.65773 5.79291 internal_weight=0 16799 438 117597 415 16361 110 952 16251 116645 116218 16227 457 425 15770 393 911 427 101 16646 99572 369 876 842 15178 16617 65466 16595 85 34106 236 34039 822 41 326 592 65444 133 306 67 64 44 284 64 internal_count=134396 16799 438 117597 415 16361 110 952 16251 116645 116218 16227 457 425 15770 393 911 427 101 16646 99572 369 876 842 15178 16617 65466 16595 85 34106 236 34039 822 41 326 592 65444 133 306 67 64 44 284 64 cat_boundaries=0 6 12 17 22 28 33 38 44 48 54 cat_threshold=5275648 393217 29012 297894016 33694275 8193 2181054464 540017920 1107561985 2819358720 138450944 541147696 0 262144 4100 16842752 139264 16896 1048576 1024 0 16384 539231108 67180560 146800768 1192228 17842180 311431168 4227072 0 16384 0 1 1081344 131073 0 268468352 65 545261056 1052672 1024 0 16777216 536870912 0 0 4096 16777216 1140852779 1112031232 2231992320 16409 3296985120 1036 is_linear=0 shrinkage=1 Tree=1 num_leaves=54 num_cat=12 split_feature=25 0 5 0 1 3 5 17 4 9 1 1 2 25 9 1 25 3 1 8 6 25 24 24 5 8 2 24 0 0 0 13 23 2 3 24 0 25 6 0 0 26 25 24 24 26 1 23 2 0 5 1 4 split_gain=3.47998e+06 1.77135e+06 3.1058e+06 864673 803854 565827 562579 834769 519069 474773 435656 360450 339363 272765 335266 250155 224158 214093 177173 288618 168099 146103 142471 140516 130516 288725 112253 104756 99776.2 93219.8 89801.3 84484.9 79881.1 79500.6 78409 76855.1 68725.6 68712.6 57986.2 53341.7 41681.6 36592 32386 27813.2 27383 25460.4 21849.3 15977.4 14567.9 13402.1 11122.3 5412.58 641.638 threshold=0 202.39050000000006 120.63500000000002 95.466000000000022 438.37500000000006 14.518750000000002 192.26595000000003 49.808750000000011 200.46000000000004 78.765000000000015 48.621081000000011 56.871000000000002 155.87100000000004 1 370.88500000000005 59.998500000000007 2 199.86000000000004 9.3117500000000017 5.6142500000000011 174.86250000000004 3 4 5 192.26595000000003 33.260025000000006 54.652568500000008 6 110.69500000000002 25.333500000000004 255.30450000000005 195.03675000000004 23.460000000000004 293.03820000000002 64.997150000000019 7 30.01275 8 106.241 192.77500000000003 255.30450000000005 2022.5000000000002 9 10 11 2022.5000000000002 650.90000000000009 39.95000000000001 312.70000000000005 224.14500000000001 38.037500000000009 650.90000000000009 7.3257500000000011 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 9 1 1 2 2 2 1 2 2 2 2 2 2 2 1 2 9 2 2 2 2 9 1 1 2 2 2 2 2 2 2 2 left_child=1 4 11 12 6 41 16 9 17 10 -8 20 13 14 24 34 22 23 27 -20 35 32 45 28 29 -26 -13 -18 -5 -2 -30 42 36 -17 43 40 -15 39 -10 -25 -3 51 -23 52 -24 -1 -43 -34 -45 -37 -39 -6 -14 right_child=3 2 -4 8 5 -7 7 -9 38 -11 -12 26 15 21 -16 33 18 -19 19 -21 -22 31 44 37 25 -27 -28 -29 30 -31 -32 -33 47 -35 -36 49 -38 50 -40 -41 -42 46 -44 48 -46 -47 -48 -49 -50 -51 -52 -53 -54 leaf_value=0.55008548489638731 0.0070557581021845461 0.98465496374213179 3.5343346756857796 1.1824066112155007 0.65894298171997068 2.2733198805650079 0.15458857474788543 2.5068630530834199 1.0144849677312942 1.7753426089494124 1.5655817369620004 0.91663665565284524 -0.028290692580373662 -0.014755275059288048 1.0075212722666123 0.5061551284790039 -0.0044669136156638466 0.99821446064540331 0.15870258513296207 0.64925083851191534 1.2740653729438782 -0.048332585505938344 0.30146520328521731 0.14846701251216307 0.12263238301798701 1.4388203411102296 1.8465029652118683 0.095224733417931626 0.23199912126513497 0.16206087623486512 0.92159069694005524 0.56847604254017703 0.56161371594383602 1.2345738298317483 0.62675674814166438 -0.019638185898462932 0.08174945470416882 0.040892437489775876 1.7668520777225496 0.39733582395758177 0.49951984620713569 0.60384841295389036 -0.033092593480574257 0.12389526688795297 0.063651727476427639 0.85030626865855441 0.2012709096499852 0.22872284043742264 0.29327755725383758 0.23044818828105929 0.27722315152486166 0.84890047995249429 0.034027806460857395 leaf_weight=56 15420 23 37 21 30 24 248 20 21 23 24 37 95 32659 34 31 1154 35 1143 134 20 20135 110 206 100 20 20 13140 69 398 26 23 21 29 33 24 755 385 20 148 77 26 46607 139 114 57 28 46 80 200 21 30 20 leaf_count=56 15420 23 37 21 30 24 248 20 21 23 24 37 95 32659 34 31 1154 35 1143 134 20 20135 110 206 100 20 20 13140 69 398 26 23 21 29 33 24 755 385 20 148 77 26 46607 139 114 57 28 46 80 200 21 30 20 internal_value=0 0.134486 0.762159 -0.0193384 0.117765 0.877758 0.1113 0.529784 0.280813 0.395745 0.279088 0.506372 -0.0217898 -0.0228237 0.0155547 0.259609 0.103014 0.231276 0.0972596 0.210177 0.384331 -0.0289371 0.355449 0.200634 0.0134483 0.341997 1.24291 0.0872398 0.514284 0.0109559 0.420729 -0.037488 -0.0118795 0.858224 0.161743 0.329409 -0.0125747 0.144098 1.38149 0.245577 0.555546 0.583956 -0.0377025 0.115798 0.188328 0.64449 0.395105 0.333062 0.177658 0.19495 0.0518396 0.753922 -0.0160565 internal_weight=0 16799 438 117597 16361 138 16223 315 952 295 272 401 116645 116218 15972 427 15908 911 15571 1277 344 100246 337 876 15938 120 57 14294 116 15818 95 66765 33481 60 367 324 33414 760 41 354 100 114 66742 334 224 113 54 67 219 224 406 60 115 internal_count=134396 16799 438 117597 16361 138 16223 315 952 295 272 401 116645 116218 15972 427 15908 911 15571 1277 344 100246 337 876 15938 120 57 14294 116 15818 95 66765 33481 60 367 324 33414 760 41 354 100 114 66742 334 224 113 54 67 219 224 406 60 115 cat_boundaries=0 6 12 17 23 24 25 26 27 33 39 40 41 cat_threshold=5275648 393217 29012 297894016 33694275 8193 2181054464 540017920 1107561984 2819358720 138450944 541147696 0 262144 4 16842752 139264 539231104 67180560 146800769 1192228 17842180 311431168 1316 18 128 2240 545277440 1052672 1024 0 16781312 536870912 1140852779 1112031232 2231992320 16409 3296985120 1036 3208 2242 is_linear=0 shrinkage=0.01 Tree=2 num_leaves=54 num_cat=12 split_feature=25 0 5 0 1 3 5 17 4 9 1 1 2 25 9 1 25 3 1 8 6 25 24 24 5 8 2 24 0 0 0 13 2 3 24 25 0 6 0 1 0 26 25 9 24 24 26 1 2 0 5 1 4 split_gain=3.41086e+06 1.73608e+06 3.04399e+06 847467 787851 554567 551377 818157 508739 465325 426987 353277 332610 267338 328595 245177 219878 209833 173646 282875 164754 143197 139508 137719 127919 282980 110019 102674 97790.6 91364.7 88014.3 82803.7 77918.6 76848.6 75325.7 67345.2 66297.3 56832.3 52280.2 41515.9 40852.1 35863.9 32263.7 29001.4 27259.7 26883.8 24953.8 21414.5 14278 13135.4 10901 5304.87 628.869 threshold=0 202.39050000000006 120.63500000000002 95.466000000000022 438.37500000000006 14.518750000000002 192.26595000000003 49.808750000000011 200.46000000000004 78.765000000000015 48.621081000000011 56.871000000000002 155.87100000000004 1 370.88500000000005 59.998500000000007 2 199.86000000000004 9.3117500000000017 5.6142500000000011 174.86250000000004 3 4 5 192.26595000000003 33.260025000000006 54.652568500000008 6 110.69500000000002 25.333500000000004 255.30450000000005 195.03675000000004 293.03820000000002 64.997150000000019 7 8 30.01275 106.241 192.77500000000003 36.902000000000008 255.30450000000005 2022.5000000000002 9 26.912100000000006 10 11 2022.5000000000002 650.90000000000009 312.70000000000005 224.14500000000001 38.037500000000009 650.90000000000009 7.3257500000000011 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 9 1 1 2 2 2 1 2 2 2 2 2 2 1 9 2 2 2 2 2 2 9 2 1 1 2 2 2 2 2 2 2 left_child=1 4 11 12 6 41 16 9 17 10 -8 20 13 14 24 33 22 23 27 -20 34 36 46 28 29 -26 -13 -18 -5 -2 -30 42 -17 44 40 38 39 -10 -25 -15 -3 51 -23 -38 52 -24 -1 -43 -46 -36 -37 -6 -14 right_child=3 2 -4 8 5 -7 7 -9 37 -11 -12 26 15 21 -16 32 18 -19 19 -21 -22 31 45 35 25 -27 -28 -29 30 -31 -32 -33 -34 -35 49 50 43 -39 -40 -41 -42 47 -44 -45 48 -47 -48 -49 -50 -51 -52 -53 -54 leaf_value=0.54458462612969538 0.0069852003137352752 0.97480845285498574 3.4989913839907256 1.1705825603575934 0.6523535206317902 2.2505866716305416 0.15304268918691144 2.4817944416999818 1.0043401170912243 1.7575891751828403 1.5499258786439896 0.90747030167966269 -0.028007785495958833 -0.015640939684799758 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leaf_count=56 15420 23 37 21 30 24 248 20 21 23 24 37 95 31964 34 31 1154 35 1143 134 20 35572 110 206 100 20 20 13140 69 398 26 23 29 33 24 385 718 20 148 761 77 26 31170 38 139 114 57 28 80 200 21 30 20 internal_value=0 0.133144 0.754538 -0.0191451 0.11659 0.868981 0.11019 0.524487 0.278005 0.391788 0.276297 0.501309 -0.021572 -0.0225955 0.0153992 0.257013 0.101987 0.228963 0.0962876 0.208076 0.380487 -0.0286478 0.352 0.198627 0.0133139 0.338577 1.23048 0.086368 0.509142 0.0108463 0.416522 -0.0371133 0.849642 0.160125 0.326115 0.142657 -0.0117607 1.36768 0.243121 -0.013903 0.549991 0.578116 -0.0373256 0.080818 0.11464 0.1866 0.638045 0.391153 0.175881 0.193001 0.0513212 0.746382 -0.0158959 internal_weight=0 16799 438 117597 16361 138 16223 315 952 295 272 401 116645 116218 15972 427 15908 911 15571 1277 344 100246 337 876 15938 120 57 14294 116 15818 95 66765 60 367 324 760 33481 41 354 32725 100 114 66742 756 334 224 113 54 219 224 406 60 115 internal_count=134396 16799 438 117597 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171.81400000000002 186.50375000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 6 12 14 8 13 10 23 -3 -9 16 18 22 26 17 20 19 -6 -1 30 -5 -8 -19 -20 28 -28 -14 -17 -15 right_child=-2 2 -4 5 7 -7 9 11 -10 -11 -12 -13 15 21 -16 29 -18 24 25 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 -32 leaf_value=-0.011337323452219135 2.4410247618310592 0.13082699226945707 2.6171672173035452 1.1519543931484222 0.066849779619782709 2.2210391964912417 -0.073546406745910647 0.26772571420669555 1.2215277859142848 1.799275302986304 1.3640321135520936 1.4579076353311538 0.075892484892850012 0.13165543874104818 1.6012151250839233 0.57673803138732904 0.90111891337803429 0.077939088546029295 0.87764417754279234 0.91738489234447484 0.53736153835342049 1.185624760080267 0.26529271355271339 0.66258705941368545 0.35293355202406979 0.36714474966651517 0.1025630431589873 0.67003373853621939 0.48699100264796508 0.97485995075919407 0.52302655560629707 leaf_weight=126955 34 2612 39 20 1257 25 20 30 28 24 20 40 1252 21 20 20 21 1373 27 20 42 27 60 85 89 57 46 31 27 22 21 leaf_count=126955 34 2612 39 20 1257 25 20 30 28 24 20 40 1252 21 20 20 21 1373 27 20 42 27 60 85 89 57 46 31 27 22 21 internal_value=0 -0.000773147 0.247142 0.215423 -0.00634558 1.01206 0.179719 0.17274 0.15158 0.759935 0.140198 0.94783 -0.00841389 0.134798 0.70981 0.119197 -0.00980243 -0.00995134 0.10801 0.0801706 -0.0111559 0.663191 0.486958 0.522371 0.0946795 0.531234 0.0985657 0.331025 0.0845709 0.785278 0.327341 internal_weight=0 134331 2953 2914 131378 125 2789 1500 2660 129 2632 70 129878 1430 100 1398 128480 128459 1361 1277 126997 69 80 105 1462 84 1356 77 1279 42 42 internal_count=134365 134331 2953 2914 131378 125 2789 1500 2660 129 2632 70 129878 1430 100 1398 128480 128459 1361 1277 126997 69 80 105 1462 84 1356 77 1279 42 42 is_linear=0 shrinkage=0.01 Tree=7 num_leaves=44 num_cat=10 split_feature=25 3 0 4 0 6 5 4 25 18 3 4 3 5 5 3 5 24 25 18 25 0 5 25 24 0 6 7 7 25 5 8 3 23 15 0 3 9 0 5 25 24 3 split_gain=3.30776e+06 2.12575e+06 1.11804e+06 1.35562e+06 855261 632890 446528 407436 309019 244742 215859 176257 208059 173195 166392 149871 216481 142004 138216 123306 91413 89656 85969.1 84709.2 86778.1 66721.8 181785 62455.9 249939 60816.6 60547.6 125443 54989.3 53588.8 49785.1 45545.3 33220.6 29184.8 27998 22290 20086.6 18038.9 10729.7 threshold=0 1048.2900000000002 121.97500000000001 232.66575000000003 104.05000000000001 319.87968000000006 336.69250000000005 200.46000000000004 1 342.98550000000006 74.412199999999999 53.227330000000002 212.70000000000005 545.08500000000015 316.16700000000009 8.3632500000000025 401.66700000000003 2 3 2.1903000000000001 4 33.677000000000014 11.054000000000002 5 6 25.333500000000004 75.646250000000023 58.528500000000001 62.25950000000001 7 93.807500000000019 91.640000000000015 483.18750000000006 85.867500000000007 148.24250000000004 192.77500000000003 186.50375000000003 26.912100000000006 16.692500000000006 783.48000000000013 8 9 255.16525000000004 decision_type=9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1 9 2 9 2 2 9 1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 1 2 left_child=1 2 6 5 8 14 9 10 13 11 19 17 -13 25 20 16 -8 -1 21 23 -4 27 -9 24 -6 30 29 33 -29 -27 32 -32 -2 -10 36 -12 38 41 -20 -18 -25 -23 -38 right_child=4 -3 3 -5 7 -7 15 22 18 -11 35 12 -14 -15 -16 -17 39 -19 34 -21 -22 37 -24 40 -26 26 -28 28 -30 -31 31 -33 -34 -35 -36 -37 42 -39 -40 -41 -42 -43 -44 leaf_value=0.13702368728578468 0.010036219213291047 3.3158072430746901 0.51071856381262049 2.4790816438899324 0.093774846565155751 1.9267138516461406 1.2649946550767996 0.81903794606526692 -0.015180967923693238 0.92108686820880792 0.55032353505492215 0.22365698813108301 1.0261203764466678 0.81772216161092115 1.2584883797168731 1.3279102403146248 0.18128406833199892 0.072263384444518047 -0.037251961079634327 0.9745927741527558 0.22169030804177678 0.0059192458270978529 1.7351286699771882 -0.028991647916927672 0.48719829356285838 0.23931994288817218 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25 5 0 25 23 7 7 0 0 24 3 0 23 18 25 0 2 2 2 25 0 23 split_gain=3.24377e+06 2.08353e+06 1.21925e+06 1.81165e+06 839962 599425 477714 398917 596074 392408 301502 290954 296152 240589 202562 199135 171545 169783 146113 137603 136525 121224 359257 117681 107061 106121 101117 95365.8 83980.2 73049.1 68780.8 66684 65167.5 64223.8 215697 62255.4 190606 60816.4 58178.2 52441.3 51998.1 41353.4 33724.6 32688.6 25974.9 22161.7 19098.3 17451.5 13515.7 3642.38 threshold=0 1048.2900000000002 53.072500000000012 366.02500000000003 104.05000000000001 5.6142500000000011 234.29475000000005 45.662525000000009 293.03820000000002 108.21050000000001 1 224.14500000000001 335.81400000000008 275.85250000000002 57.417500000000011 13.686500000000002 36.902000000000008 545.08500000000015 42.488350000000004 2 3 87.418000000000021 51.025000000000013 4 5 13.459500000000002 6 63.912250000000014 7 74.112200000000016 430.17000000000002 8 4.432500000000001 58.528500000000001 62.25950000000001 25.333500000000004 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25106.8 23600.7 20235.4 18909.3 6529.56 5925.12 1594.87 threshold=0 1048.2900000000002 53.072500000000012 366.02500000000003 110.69500000000002 40.336500000000008 150.03545950000003 74.256500000000017 475.19100000000009 1 234.29475000000005 50.715049999999998 273.92500000000007 364.99000000000007 52.613000000000007 479.84000000000009 38.267500000000005 544.35000000000002 2 3 4 53.50350000000001 68.472500000000011 47.856750000000012 4.432500000000001 58.528500000000001 62.25950000000001 161.20500000000004 9.3037500000000026 232.66575000000003 0.51500000000000012 146.61000000000004 38.01400000000001 4.7139950000000015 101.91250000000001 5 6 7 110.457785 89.865000000000023 62.354500000000009 273.92500000000007 15.582750000000003 20.434000000000001 24.402500000000003 decision_type=9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 9 2 2 2 2 2 2 2 left_child=1 2 8 4 10 9 16 -8 11 17 13 15 21 -4 -6 19 18 27 22 -1 24 -13 23 -7 25 32 -27 29 43 35 39 37 -11 34 -18 -2 40 44 -39 -26 -20 -31 -38 -29 -22 right_child=5 -3 3 -5 14 6 7 -9 -10 20 -12 12 -14 -15 -16 -17 33 -19 36 -21 31 -23 -24 -25 30 26 -28 28 -30 41 -32 -33 -34 -35 -36 -37 42 38 -40 -41 -42 -43 -44 -45 -46 leaf_value=0.063336140785274581 0.029240136142915017 3.2498227246602376 0.28028522935258798 3.1078003454208374 0.80824905292076221 0.14352930413774106 0.58070493231475762 2.5414575428962709 1.3952076721191407 -0.015963126625559276 1.2701840941111247 0.20357446325683592 1.195707019781455 1.341263773658059 2.1000813769726525 0.8404006981849671 0.47378583090645926 0.84180911001951797 0.053638548650038552 0.12329429012674492 -0.045524675676310633 0.80702825476141538 0.92471037790179256 0.75173025392716941 0.10391278630079226 1.0209952026864757 0.076843865781677942 0.057735270940024279 1.0735205735762914 0.46102727477367111 0.67225396585464481 0.4091166377067566 0.082188056029072684 0.2995579180635255 1.0595887730338358 0.00051346970292157328 -0.037807000254514417 -0.03129077334348325 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26 2 24 25 2 7 7 0 10 25 3 0 26 split_gain=3.09158e+06 1.52495e+06 1.1012e+06 1.24512e+06 932596 556656 366940 326278 308722 289801 280941 903387 311450 379215 271995 231470 210238 241485 228881 158353 429290 139500 127990 118298 136645 116048 111242 110224 108283 86591.2 73713.7 64085.6 61824.7 61770.9 81828.5 92383.3 50298 48718.5 46114.7 82460.6 45396.9 35223.3 32691.6 32199.4 236138 31135.4 30587.7 27457.4 23848.5 21853.3 8710.54 threshold=0 1048.2900000000002 121.97500000000001 232.66575000000003 95.466000000000022 223.35100000000003 319.87968000000006 1 2 2022.5000000000002 80.262500000000017 109.37875000000001 3 4 5.6142500000000011 272.73498000000006 539.75000000000011 114.27500000000002 72.686250000000015 64.756750000000025 312.70000000000005 382.71220000000005 5 6 7 8 2022.5000000000002 371.62500000000006 125.2 2022.5000000000002 74.402200000000008 25.333500000000004 195.03675000000004 12.841056000000002 6.4005000000000001 8.1819000000000006 101.59950000000002 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3299082272 67239948 310378496 1048992 536870976 0 0 536870912 16384 0 17 0 0 33554448 is_linear=0 shrinkage=0.01 Tree=15 num_leaves=59 num_cat=19 split_feature=25 1 0 9 25 3 6 0 3 25 18 9 25 3 24 1 25 24 18 17 26 3 25 13 24 1 24 24 1 1 9 24 3 26 25 3 13 0 0 0 10 4 0 22 18 24 0 1 12 25 25 25 24 1 1 24 1 0 split_gain=2.76012e+06 895707 767056 848356 701542 944334 624084 438541 344298 270884 265560 249135 218962 338678 216766 176389 169651 167393 154847 137671 133547 128979 119256 110378 109242 210362 107738 107000 106007 97612.3 227548 96238.9 96021.9 88409.5 142167 87343.6 86604.1 65506.8 65325.4 63938 50946.3 46543.8 43395 39444 32556.7 32442.7 28001.4 26743.9 25144.1 24134 23105.4 21087.8 19520.3 14703.2 12773.5 6161.29 4646.88 1133.12 threshold=0 46.726464000000014 95.466000000000022 158.04750000000004 1 364.99000000000007 144.14500000000001 45.662525000000009 293.03820000000002 2 5.7845000000000004 454.75000000000006 3 782.62500000000011 4 187.26000000000002 5 6 275.85250000000002 68.192000000000021 2022.5000000000002 9.9769020000000008 7 70.21850000000002 8 398.24814000000003 9 10 156.28525000000005 36.902000000000008 70.803195000000017 11 483.18750000000006 2022.5000000000002 12 13.504000000000001 205.70000000000002 77.552000000000007 25.333500000000004 110.69500000000002 10.677000000000001 9.3200000000000021 30.01275 13.887900000000002 3.5235000000000007 13 155.86500000000004 133.53660000000005 213.3887 14 15 16 17 110.64500000000001 336.69250000000005 18 166.69750000000002 108.06300000000002 decision_type=9 2 2 2 9 2 2 2 2 9 2 2 9 2 1 2 9 1 2 2 2 2 9 2 1 2 1 1 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 9 9 9 1 2 2 1 2 2 left_child=1 7 9 10 5 6 14 12 19 11 16 15 17 18 21 32 27 20 26 23 -1 -3 29 31 25 37 -14 39 -29 42 40 -9 38 34 -19 54 48 47 -2 -4 -31 49 43 -11 -44 -35 -16 -6 50 53 -24 57 -53 -26 -17 -51 -43 -18 right_child=2 4 3 -5 24 -7 -8 8 -10 22 -12 -13 13 -15 46 35 51 33 -20 -21 -22 -23 36 -25 41 -27 -28 28 -30 30 -32 -33 -34 45 -36 -37 -38 -39 -40 -41 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2181316608 3147008 1074136209 1612447744 138461184 543244464 0 262146 4100 151060480 139264 539 570425856 4384 134218752 0 16777216 536870912 1348 555746180 603985920 180357632 2149593124 553650180 301994560 1080 652 1048 726 0 262144 4100 65536 641 0 0 16384 1140983851 1078493256 2164883456 16409 3229876256 67108876 524288 0 2065 0 0 301989904 84 388 is_linear=0 shrinkage=0.01 Tree=16 num_leaves=40 num_cat=0 split_feature=1 5 3 9 2 3 5 9 4 11 2 9 5 2 7 7 3 11 1 7 2 5 8 10 2 3 1 26 2 8 2 1 19 5 2 1 2 1 1 split_gain=1.53734e+06 960246 721807 1.34903e+06 546768 459633 375712 370631 370518 418050 292358 588101 191849 174674 170783 212577 159715 160630 155391 147970 143295 115460 140503 99912.5 109331 92807.7 91660.8 93527.6 74451.8 59810.4 56817.8 68558.8 44073.3 40173.1 36387.3 33844.7 31063.7 15526.1 6361.49 threshold=104.17500000000001 52.246250000000011 134.02375000000004 180.65300000000005 543.20000000000016 242.64500000000001 192.26595000000003 164.68524000000002 67.27000000000001 250.05000000000004 255.16525000000004 27.301200000000005 366.02500000000003 272.73498000000006 650.90000000000009 783.48000000000013 1048.2900000000002 41.31750000000001 398.24814000000003 336.95674000000002 185.76000000000002 172.35100000000003 94.790000000000006 218.00000000000003 0.55999999999999994 316.16700000000009 398.24814000000003 2022.5000000000002 32.273100000000007 26.850100000000005 57.417500000000011 161.54175000000006 13.002500000000003 97.190000000000012 335.81400000000008 481.77300000000008 397.42490000000004 161.54175000000006 543.20000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 8 6 20 -5 13 12 10 19 14 29 18 16 21 -16 17 -4 33 23 26 28 -23 24 -10 -8 30 35 -1 36 32 -32 -2 -3 -22 -28 -12 -35 -29 right_child=1 7 3 5 -6 -7 25 -9 9 -11 11 -13 -14 -15 15 -17 -18 -19 -20 -21 34 22 -24 -25 -26 -27 27 38 -30 -31 31 -33 -34 37 -36 -37 -38 -39 -40 leaf_value=-0.0099024887338317134 0.11281011426688718 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29 51 2516 20 33 34 20 31 22 78 166 38 62 internal_value=0 0.316181 -0.0033474 0.268726 0.228953 1.95943 0.186297 1.039 -0.00534355 0.146532 -0.00719263 0.275039 0.809488 0.141699 -0.00798732 0.529908 0.117116 0.0924058 0.635819 0.128196 0.202635 -0.00823158 0.139204 0.116077 0.10575 1.09901 0.180178 0.365867 -0.00883433 0.173667 0.141493 0.423312 0.122401 0.458641 0.680233 0.577755 0.140907 0.575196 0.16523 internal_weight=0 1523 132905 968 1359 45 923 164 131937 1587 130350 366 133 880 129984 59 854 827 110 1567 1336 129925 529 1543 1518 43 1276 220 129396 344 1056 67 989 90 60 107 324 69 113 internal_count=134428 1523 132905 968 1359 45 923 164 131937 1587 130350 366 133 880 129984 59 854 827 110 1567 1336 129925 529 1543 1518 43 1276 220 129396 344 1056 67 989 90 60 107 324 69 113 is_linear=0 shrinkage=0.01 Tree=17 num_leaves=35 num_cat=2 split_feature=0 4 2 1 5 3 0 2 5 17 12 1 6 5 1 4 2 13 2 13 24 0 1 0 24 1 6 11 2 5 0 1 1 5 split_gain=1.76989e+06 1.02286e+06 1.04158e+06 927871 767734 521612 429945 423190 309047 772719 304435 262573 251434 337662 240292 188514 186712 148405 144898 141665 131571 120642 111097 108923 100837 89253.7 87864.8 85784.8 84367 82859.6 81817.7 60721.9 112063 29727.9 threshold=91.825000000000003 232.66575000000003 543.20000000000016 47.945000000000007 64.831750000000014 1048.2900000000002 332.39451000000003 293.03820000000002 192.26595000000003 27.248500000000003 153.08370000000002 166.69750000000002 120.26400000000001 366.02500000000003 213.87530000000001 67.27000000000001 192.58100000000002 214.32000000000002 145.10250000000005 109.60300000000002 0 99.006000000000014 398.24814000000003 25.333500000000004 1 481.77300000000008 100.64650000000002 104.05000000000001 0.55999999999999994 172.35100000000003 224.14500000000001 150.51452500000002 224.64000000000001 155.77150000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=3 2 14 5 7 8 -3 10 15 16 19 -9 13 31 17 18 24 20 23 22 21 -2 -5 -1 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29 22 leaf_count=124952 26 32 24 2094 34 29 21 31 228 20 23 23 22 22 30 1181 20 21 660 32 1043 539 186 2402 263 33 30 29 236 29 39 23 29 22 internal_value=0 0.308539 0.267868 -0.00400099 0.185251 -0.00769871 1.67757 0.141406 -0.00799781 0.232758 0.121166 1.0166 0.874362 0.707049 0.239651 -0.00898508 0.157289 0.21067 -0.0102673 0.109777 0.199954 0.323393 0.100504 -0.0110503 0.11871 0.710744 0.134255 0.104555 0.0935362 0.13066 0.915315 0.477027 0.723094 0.248536 internal_weight=0 1837 1784 132591 2541 130050 53 2389 130021 531 2335 54 152 130 1760 129490 511 1658 128044 2312 1637 565 2280 127354 491 102 690 1446 1417 1072 69 108 52 56 internal_count=134428 1837 1784 132591 2541 130050 53 2389 130021 531 2335 54 152 130 1760 129490 511 1658 128044 2312 1637 565 2280 127354 491 102 690 1446 1417 1072 69 108 52 56 cat_boundaries=0 1 2 cat_threshold=1106 1857 is_linear=0 shrinkage=0.01 Tree=18 num_leaves=55 num_cat=8 split_feature=25 1 2 4 0 2 5 0 5 26 2 18 12 4 25 3 3 25 3 6 2 1 25 18 1 25 3 1 26 0 25 1 5 13 13 5 3 25 0 3 3 2 0 0 2 19 13 25 0 2 26 0 26 0 split_gain=2.67523e+06 845291 732111 798046 731999 704388 436061 419041 395836 274823 273797 260678 242769 236826 217901 219563 279593 214159 324279 209457 171868 188621 156968 150536 145130 120036 113347 101561 135631 125627 100412 84551 81142.4 78805.9 77588.7 68374.3 67861.7 64363 62160 54472.7 54342.4 51410.2 49280.6 38809.3 38347 33555.5 31021.1 19120.9 19534.1 15260.9 24491.8 14222 1249.65 1109.15 threshold=0 46.726464000000014 293.03820000000002 15.582750000000003 95.466000000000022 212.70000000000005 80.262500000000017 45.662525000000009 125.2 2022.5000000000002 255.16525000000004 8.3462500000000031 100.76150000000001 23.658750000000005 1 232.66575000000003 273.10998000000006 2 782.62500000000011 319.87968000000006 21.745000000000005 194.58675000000002 3 275.85250000000002 59.998500000000007 4 113.46300000000001 398.24814000000003 2022.5000000000002 224.14500000000001 5 37.260750000000009 232.66575000000003 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leaf_weight=112 15967 449 33 32 22 32 24 27 20 24 32235 26 26 20 7523 33 21 28 68712 36 5505 55 20 33 45 31 313 38 233 40 38 96 31 73 20 31 31 40 29 383 21 372 22 32 22 251 61 27 22 77 24 70 20 180 33 46 118 20 leaf_count=112 15967 449 33 32 22 32 24 27 20 24 32235 26 26 20 7523 33 21 28 68712 36 5505 55 20 33 45 31 313 38 233 40 38 96 31 73 20 31 31 40 29 383 21 372 22 32 22 251 61 27 22 77 24 70 20 180 33 46 118 20 internal_value=0 0.120759 0.565936 2.14075 -0.0153567 0.100098 0.389448 0.240703 0.694446 0.207192 -0.0175836 0.0178355 0.33184 0.414712 0.0941117 0.131711 0.0665975 0.700075 -0.0233688 0.125858 0.12056 0.015192 0.277817 0.460887 0.493235 0.0630837 0.376346 0.340547 -0.00786521 -0.0307873 0.0128187 0.309315 -0.0310835 0.16896 0.156332 0.492792 0.69107 0.28036 -0.00924983 0.0979527 -0.0106191 0.0118573 -0.0312771 0.276705 0.915354 0.0590611 0.0653914 0.300758 0.116968 0.165884 0.265673 0.243784 0.30353 0.00701907 0.0600608 0.0259906 -0.00947668 0.759988 internal_weight=0 14484 645 65 119421 13839 580 1029 138 1002 118392 16624 556 393 13701 5759 7942 61 101768 5698 5617 16525 148 99 81 7901 373 351 32943 68825 16377 127 68765 128 275 118 63 73 32668 412 32256 16339 68734 508 48 7774 609 476 255 217 55 147 60 392 94 70 298 41 internal_count=133905 14484 645 65 119421 13839 580 1029 138 1002 118392 16624 556 393 13701 5759 7942 61 101768 5698 5617 16525 148 99 81 7901 373 351 32943 68825 16377 127 68765 128 275 118 63 73 32668 412 32256 16339 68734 508 48 7774 609 476 255 217 55 147 60 392 94 70 298 41 cat_boundaries=0 6 12 18 23 29 34 40 cat_threshold=5275648 67502081 20484 423723136 33698305 8193 545260032 4128 138413312 0 16777216 268435456 2181316608 536872208 1107307856 547094528 134217730 553730224 32768 393217 4100 151060480 33693696 553648772 11540480 138805377 2147619108 22071296 37880320 0 262144 0 0 139264 302007296 1048704 536870976 0 0 536870912 is_linear=0 shrinkage=0.01 Tree=23 num_leaves=64 num_cat=12 split_feature=25 0 5 9 0 1 6 9 2 25 2 25 0 2 1 25 6 17 24 6 25 0 0 25 24 0 0 1 26 24 1 26 23 0 13 2 13 26 1 2 23 0 0 5 1 8 2 0 2 5 25 0 0 2 1 1 1 23 1 2 25 24 2 split_gain=2.34724e+06 1.31071e+06 1.75701e+06 982577 667008 482589 437044 422349 324502 252185 248508 237848 203701 191596 175317 137240 195035 194157 169482 148525 114652 106040 247256 112613 104978 107061 144865 100951 89510.1 77841.4 73280 67447.2 65785.3 55333.1 54993.6 54911.9 53249.2 52081.1 108691 51405.6 45864.8 43825.8 183178 39586.4 39268.1 37985.7 36499.6 31241.6 30421.3 29405.3 23716.6 33536.5 40424.9 23015.9 15499.7 14928.2 9602.83 9402.9 7162.92 4950.01 4134.39 5256.61 839.115 threshold=0 121.97500000000001 116.45550000000001 9.3037500000000026 95.466000000000022 398.24814000000003 261.34101500000003 48.206500000000005 150.48552500000002 1 25.567150000000002 2 430.17000000000002 255.16525000000004 213.87530000000001 3 401.66700000000003 209.85600000000002 4 650.90000000000009 5 8.0855000000000015 11.341500000000002 6 7 430.17000000000002 118.92600000000002 203.18100000000001 2022.5000000000002 8 110.64500000000001 2022.5000000000002 4.432500000000001 161.35500000000005 214.32000000000002 312.70000000000005 16.872000000000003 2022.5000000000002 650.90000000000009 53.356700000000004 78.83750000000002 25.333500000000004 26.940999999999999 63.525200000000005 398.24814000000003 319.20468000000005 60.492500000000007 161.35500000000005 70.594335000000015 97.190000000000012 9 213.3887 362.49400000000003 65.05725000000001 438.37500000000006 650.90000000000009 398.24814000000003 15.038000000000002 4.4050000000000011 397.42490000000004 10 11 440.18000000000006 decision_type=9 2 2 2 2 2 2 2 2 9 2 9 2 2 2 9 2 2 1 2 9 2 2 9 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 1 2 left_child=1 5 6 12 11 15 14 9 37 24 -9 13 -4 27 29 16 21 18 39 -18 30 23 -23 -1 43 26 -26 41 59 33 40 54 34 -3 48 -20 53 38 -7 -17 45 49 -43 46 -16 -13 -6 -31 -22 -2 51 58 -53 -32 -29 -39 -33 -34 -11 -15 -52 -62 -30 right_child=4 2 3 -5 7 8 -8 10 -10 50 -12 20 -14 28 44 17 19 -19 35 -21 32 22 -24 -25 25 -27 -28 31 62 47 36 56 57 -35 -36 -37 -38 55 -40 -41 -42 42 -44 -45 -46 -47 -48 -49 -50 -51 60 52 -54 -55 -56 -57 -58 -59 -60 -61 61 -63 -64 leaf_value=0.41024860209367403 0.0085099852389933905 0.050153488218784334 0.64882176677385972 3.8990284265790667 0.1249357390691611 0.27533946573734286 1.7067889579137168 0.58273389165742062 1.8653651561737061 0.012494075083517813 1.9800747027397156 -0.0098449824090305546 2.0152985572814943 0.86777252554893491 1.1693026601351224 0.11882161985805315 1.1475988117853801 0.75238784150379456 0.026207658422012711 0.15738433173724584 -0.031374377136312928 1.3155634313279934 0.22298080933885389 0.10547297915779162 1.0211069403625117 1.2670805122738793 0.33259397340783231 0.40913247923056284 0.20758968174457551 0.38647737349073091 0.086604972769038613 -0.0021732660898795496 0.21197448047995568 0.50033657922699892 0.49352478909492492 0.34674291094144188 0.65164101290702814 0.40797616374108103 1.1061667756111393 0.33591455771211992 0.45802928243364605 0.91320914292777033 0.057913649285590091 0.63976333379745487 0.59526214339516381 0.29108458507628671 0.55696080186150287 0.10719885128588716 0.067594680001672652 0.11913517811259286 -0.050230697366324337 0.47425169668197631 -0.01188627683199369 0.42497711528431292 0.7404772568941117 0.075776852369308478 0.22752826954637254 0.47753376567363737 0.21808518505096439 0.66467131351431208 0.069271703838377954 -0.017569087457053271 0.12632376617855495 leaf_weight=117 15761 32 24 21 176 32 24 35 20 111 20 32605 20 24 26 2524 33 41 5209 28 68433 22 354 5205 41 21 120 48 24 48 233 52 40 186 20 54 20 31 31 114 21 27 345 20 22 42 22 242 312 244 100 50 26 22 20 24 28 20 20 24 119 148 27 leaf_count=117 15761 32 24 21 176 32 24 35 20 111 20 32605 20 24 26 2524 33 41 5209 28 68433 22 354 5205 41 21 120 48 24 48 233 52 40 186 20 54 20 31 31 114 21 27 345 20 22 42 22 242 312 244 100 50 26 22 20 24 28 20 20 24 119 148 27 internal_value=0 0.119556 0.560277 2.11934 -0.0152032 0.0991012 0.385554 0.238296 0.687502 0.190153 1.09086 -0.0174077 1.26995 0.0176571 0.328522 0.0931747 0.130404 0.0659316 0.0624528 0.693074 -0.0231351 0.124609 0.286909 0.113142 0.379079 0.564507 0.50793 0.0150401 0.456278 0.273938 -0.00778655 0.275038 -0.0304795 0.415208 -0.0307727 0.0294405 0.154768 0.487864 0.684159 0.127719 -0.00915732 0.0126905 0.119992 0.206303 0.906201 -0.00945784 0.172939 0.14831 -0.0309252 0.0101965 0.0510049 0.134341 0.307941 0.115798 0.506587 0.263016 0.0782223 0.300494 0.043882 0.766222 0.00168371 0.0222388 0.164567 internal_weight=0 14484 645 65 119421 13839 580 1029 138 974 55 118392 44 16624 556 13701 5759 7942 7901 61 101768 5698 376 5322 400 182 161 16525 99 508 32943 148 68825 218 68765 5263 275 118 63 2638 32668 16377 372 218 48 32647 198 290 68745 16005 574 207 76 255 68 55 80 60 131 48 367 267 51 internal_count=133905 14484 645 65 119421 13839 580 1029 138 974 55 118392 44 16624 556 13701 5759 7942 7901 61 101768 5698 376 5322 400 182 161 16525 99 508 32943 148 68825 218 68765 5263 275 118 63 2638 32668 16377 372 218 48 32647 198 290 68745 16005 574 207 76 255 68 55 80 60 131 48 367 267 51 cat_boundaries=0 6 12 18 23 24 30 35 36 37 43 49 50 cat_threshold=5275648 67502081 20484 423723136 33698305 8193 578814464 1052672 138413312 0 16777216 268435456 2181316608 536872208 1107307856 547094528 134217730 553730224 32768 393217 4100 151060480 33693696 1073 553648772 11540480 138805377 2147619108 22071296 37880320 0 262144 0 0 139264 2476 454 268452864 416 536870976 0 0 536870912 0 0 17 0 0 33554448 1937 is_linear=0 shrinkage=0.01 Tree=24 num_leaves=39 num_cat=0 split_feature=0 5 4 1 2 2 2 5 2 11 5 0 1 18 1 3 19 0 5 17 0 4 1 4 2 3 3 9 8 2 0 4 0 12 1 1 5 0 split_gain=2.13525e+06 1.4327e+06 1.14356e+06 795344 819095 648911 468939 425297 205370 189433 180549 176232 166867 183909 162119 155522 113771 110893 106743 425275 97260.5 86416.8 84672.5 79431.6 73221.1 68542.9 59705.5 51281.6 44766.1 42174.8 38627.7 38406.6 37311.9 36276.4 31439.7 16229.7 14539.7 10131.2 threshold=95.466000000000022 116.45550000000001 232.66575000000003 102.46769250000001 543.20000000000016 482.16800000000006 161.35500000000005 64.831750000000014 255.16525000000004 13.016250000000001 201.25000000000003 24.245000000000005 213.87530000000001 26.178750000000004 1066.3056000000001 1048.2900000000002 29.100525000000001 213.3887 109.52500000000002 36.982000000000006 202.39050000000006 150.01600000000005 293.71100000000007 100.974 16.655000000000005 45.255000000000003 134.02375000000004 140.83674000000002 12.664250000000001 91.078750000000014 99.006000000000014 116.58400000000002 393.76511200000004 3.4090000000000003 161.54175000000006 44.610000000000007 273.92500000000007 155.86500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 5 6 8 7 12 20 14 11 24 26 15 13 27 16 18 28 -15 23 -20 -3 25 -14 -1 34 29 31 30 -5 -13 -2 35 37 -27 -9 -10 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23 27 30 20 20 852 24 21 34 21 937 28 115 29 28 68 43 1414 20 20 20 30 22 20 28 leaf_count=125773 42 33 23 1125 23 22 22 23 290 27 20 2550 38 23 27 30 20 20 852 24 21 34 21 937 28 115 29 28 68 43 1414 20 20 20 30 22 20 28 internal_value=0 0.343918 1.40374 -0.00524076 0.234363 0.267759 0.923918 0.202436 -0.007753 0.804302 0.224078 -0.00843047 0.24479 0.218039 0.150015 -0.0101409 0.132956 0.862749 -0.0103102 0.0996972 0.542836 0.0705976 0.626546 -0.0110707 0.562503 0.064353 0.17284 0.199358 0.120416 0.0529157 0.191206 0.134831 0.417787 0.284035 0.34397 0.107599 0.868086 0.269222 internal_weight=0 1775 119 132130 1371 1656 96 1348 130759 108 381 130378 1634 1527 1240 127616 1213 43 127586 876 74 2762 107 126710 81 2728 361 1484 1193 2593 1456 332 69 135 53 312 41 49 internal_count=133905 1775 119 132130 1371 1656 96 1348 130759 108 381 130378 1634 1527 1240 127616 1213 43 127586 876 74 2762 107 126710 81 2728 361 1484 1193 2593 1456 332 69 135 53 312 41 49 is_linear=0 shrinkage=0.01 Tree=25 num_leaves=34 num_cat=4 split_feature=0 4 5 1 5 9 6 6 3 0 7 6 5 3 6 4 8 23 1 24 0 3 0 24 11 1 0 24 1 26 24 0 10 split_gain=1.94892e+06 1.70209e+06 1.16509e+06 985746 958579 661284 564262 468300 434029 375194 359838 276357 270873 222389 204733 166871 180220 157675 152159 137351 126036 99007.7 83498.6 83076 82429 59457.2 47314 97835.9 42015.9 39354.7 35683.1 28880.3 28046.1 threshold=172.45500000000001 400.30000000000007 52.246250000000011 102.46769250000001 76.38300000000001 1037.4750000000001 120.26400000000001 42.310750000000006 1048.2900000000002 25.333500000000004 225.07500000000002 154.71740000000003 366.02500000000003 1.6530000000000002 246.64950000000002 74.256500000000017 177.87500000000003 219.08740500000002 1066.3056000000001 0 192.77500000000003 40.251250000000006 75.242000000000004 1 8.3822000000000028 224.64000000000001 393.76511200000004 2 150.51452500000002 2022.5000000000002 3 539.75000000000011 102.24365100000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 1 2 2 1 2 2 left_child=3 2 14 5 18 8 12 13 9 15 11 -11 25 -4 19 17 -17 -1 21 20 -2 23 24 29 -23 28 30 -28 -6 -5 -21 -22 -25 right_child=1 -3 7 4 6 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 16 -18 -19 -20 26 31 22 -24 32 -26 -27 27 -29 -30 -31 -32 -33 -34 leaf_value=-0.010390275837437983 1.2580132853466532 3.1953412914276123 1.5737226748466493 0.32719930225968363 0.43305619734304918 1.689715534085813 2.5714595590938223 0.56768177754951243 1.1770583146618259 0.077880963880698137 1.3728212916309184 0.79265722318129106 1.8249552158117295 2.9179364337921139 1.1835820782184601 0.082922635172386031 0.84228894189000136 0.83626572673971 0.88536754703521725 0.21087144207536127 0.33945810374460722 0.17739461912920601 0.96607594033946154 0.050681809644805433 0.84459336467411206 0.091219534252000897 0.51991301526806577 0.066742777372228682 1.0081043640772502 0.13899923595190047 0.039046261645703913 0.72020029721436674 0.40584975056026296 leaf_weight=127135 23 22 32 250 27 23 22 33 31 3275 22 55 20 20 24 1340 32 22 30 275 76 95 23 667 23 23 100 106 24 200 239 27 23 leaf_count=127135 23 22 32 250 27 23 22 33 31 3275 22 55 20 20 24 1340 32 22 30 275 76 95 23 667 23 23 100 106 24 200 239 27 23 internal_value=0 0.445329 0.381978 -0.00293514 0.258482 -0.00576261 1.1298 1.49943 -0.00605823 -0.00633633 0.0981081 0.0896866 0.792385 2.09073 0.272802 -0.00906021 0.100634 -0.0102438 0.181387 0.246965 0.54543 0.1649 0.414879 0.133982 0.307442 0.513312 0.184594 0.315207 0.703667 0.23826 0.135838 0.439264 0.0616276 internal_weight=0 977 955 133362 1427 131935 116 85 131912 131881 3352 3330 94 52 870 128529 1372 127157 1311 846 126 1281 141 1140 118 74 720 206 51 450 514 103 690 internal_count=134339 977 955 133362 1427 131935 116 85 131912 131881 3352 3330 94 52 870 128529 1372 127157 1311 846 126 1281 141 1140 118 74 720 206 51 450 514 103 690 cat_boundaries=0 1 2 3 4 cat_threshold=10 1176 1872 2708 is_linear=0 shrinkage=0.01 Tree=26 num_leaves=24 num_cat=1 split_feature=0 4 5 1 5 9 7 3 6 8 5 0 3 5 18 6 19 18 23 1 1 1 24 split_gain=1.91357e+06 1.85036e+06 1.15735e+06 980326 824679 682978 590686 451811 403144 395845 623383 353871 256184 243501 234549 212500 169010 163121 162851 144685 87826.3 69130.4 43741.1 threshold=213.3887 364.99000000000007 52.246250000000011 46.726464000000014 366.02500000000003 1037.4750000000001 442.89500000000004 1048.2900000000002 401.66700000000003 13.016250000000001 186.65435000000002 25.333500000000004 273.10998000000006 273.92500000000007 3.6245000000000007 161.20500000000004 98.927600000000012 678.28640000000007 219.08740500000002 650.90000000000009 172.67400000000001 293.71100000000007 0 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=3 2 12 5 6 7 8 11 16 10 -4 17 14 15 20 -13 19 18 -1 -5 22 -22 -2 right_child=1 -3 9 4 -6 -7 -8 -9 -10 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 leaf_value=-0.0099564985018122231 0.0187046489947372 3.5029074831008913 3.4509900288354785 0.12073209878569822 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3361 646 3340 2627 127467 127444 2607 626 48 578 cat_boundaries=0 1 cat_threshold=37 is_linear=0 shrinkage=0.01 Tree=27 num_leaves=51 num_cat=10 split_feature=25 3 1 5 26 0 6 7 0 4 25 25 2 3 25 24 26 5 5 1 23 24 0 0 1 13 2 24 6 15 25 26 4 6 12 7 0 25 26 25 0 11 0 12 5 2 0 4 2 2 split_gain=2.66548e+06 1.4817e+06 862937 1.39319e+06 753510 524346 484551 472766 429996 817606 277544 253013 272328 235246 213653 269054 346526 189240 184345 165764 163550 158377 246892 241158 118978 115985 110906 103535 101888 93595.1 85395.6 77615.1 72760.9 72551.7 64648 57830.4 56145.9 49478.5 38427.9 34702.8 34537.7 28697.8 23820.7 21580.4 21224.3 20643.7 6687.66 6368.5 4585.44 262.052 threshold=0 782.62500000000011 45.380000000000003 366.02500000000003 2022.5000000000002 95.466000000000022 401.66700000000003 442.89500000000004 202.39050000000006 18.860800000000001 1 2 272.73498000000006 199.86000000000004 3 4 2022.5000000000002 401.66700000000003 34.546000000000006 1066.3056000000001 248.55000000000004 5 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482.16800000000006 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 9 2 9 2 9 2 2 2 2 9 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 1 2 1 2 left_child=1 2 6 4 11 -3 14 8 16 12 18 19 17 29 15 45 -8 22 21 -4 25 23 30 -11 42 -16 32 41 -25 37 36 39 38 -34 -32 -17 -2 44 -19 -28 43 -23 -24 -31 -14 -1 -26 right_child=9 5 3 -5 -6 -7 7 -9 -10 10 -12 -13 13 -15 20 35 -18 26 -20 -21 -22 27 24 28 46 -27 31 -29 -30 40 34 -33 33 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 leaf_value=0.10136428482191903 0.0074747068535476018 0.38017473936080931 0.41239902448953886 2.7639582361493793 2.0576243335723876 2.6165505856481093 0.21416663127267543 2.4732993159294128 1.6508016449958087 1.0151717665791511 1.5212574114118302 1.4519433684576126 0.36060283036608448 1.6323232901537861 0.065347528236886929 0.33411020899575855 1.2382501735687257 -0.012816267858504423 1.0751521576642991 0.083034165342507418 0.68222055874372789 0.036760313454632446 0.52137146263122558 0.2306516914093156 0.15878779808680216 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16777216 536871812 7616 171966593 1074147620 16777216 311427584 301989888 4096 1024 0 16777216 0 0 4096 16777216 1314 208 is_linear=0 shrinkage=0.01 Tree=32 num_leaves=50 num_cat=13 split_feature=25 3 0 4 26 0 6 2 5 17 7 3 2 24 25 25 24 25 25 2 4 5 18 3 3 20 26 0 7 25 25 24 0 4 4 26 0 23 24 11 11 4 0 25 2 24 2 8 4 split_gain=2.21985e+06 1.21712e+06 812632 1.4161e+06 580219 566859 445510 425400 349297 555392 251732 237776 288202 191242 184603 180290 302917 180075 173417 178418 161241 161174 157797 156004 228008 154923 150776 139842 97875.1 90915.2 90825.4 83411.8 74366.4 55507.8 63786.5 48437.1 45488.8 44381.9 39744.7 31944.2 25412 20463.5 19550 17532.1 15740.7 10071.7 8360.58 6521.83 1059.39 threshold=0 782.62500000000011 133.40270000000001 232.66575000000003 2022.5000000000002 95.466000000000022 319.87968000000006 200.46000000000004 172.35100000000003 63.912250000000014 650.90000000000009 145.10250000000005 185.76000000000002 1 2 3 4 5 6 255.16525000000004 20.073375000000006 52.246250000000011 19.649875000000005 199.86000000000004 255.16525000000004 295.61250000000007 2022.5000000000002 99.006000000000014 24.177000000000003 7 8 9 478.01250000000005 274.90450000000004 441.87500000000006 2022.5000000000002 27.356500000000004 95.615600000000015 10 52.680000000000007 7.8443250000000004 70.128500000000017 16.345395000000003 11 397.42490000000004 12 397.42490000000004 15.056400000000002 2.9094000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 1 9 9 1 9 9 2 2 2 2 2 2 2 2 2 2 9 9 1 2 2 2 2 2 2 1 2 2 2 2 9 2 1 2 2 2 left_child=1 2 8 6 -3 11 14 22 10 13 15 18 17 20 21 16 -1 23 19 33 -10 -4 27 48 -25 -17 -9 -7 -15 32 36 -16 -29 38 -35 44 37 -20 -2 -38 45 42 -32 -31 -21 -19 -37 -43 -13 right_child=5 4 3 -5 -6 7 -8 26 9 -11 -12 12 -14 28 31 25 -18 40 30 35 -22 -23 -24 24 -26 -27 -28 29 -30 43 41 -33 -34 34 -36 46 39 -39 -40 -41 -42 47 -44 -45 -46 -47 -48 -49 -50 leaf_value=0.48599587859976334 0.029695547276648675 0.37637297964096073 0.43349813949074267 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138 13759 276 116 38660 26 25 27 20 22 35 22 23 323 23 120 58722 249 30 47 31 27 921 20 11497 20 20 191 1404 424 22 181 29 20 20 leaf_count=281 5718 20 169 39 29 30 27 24 104 21 44 28 23 169 138 13759 276 116 38660 26 25 27 20 22 35 22 23 323 23 120 58722 249 30 47 31 27 921 20 11497 20 20 191 1404 424 22 181 29 20 20 internal_value=0 0.113094 0.108152 0.454457 1.68671 -0.0143939 0.336345 0.223409 0.0928878 0.408738 0.0853769 -0.0164017 0.214317 0.305665 0.278187 0.0830593 0.258371 0.154905 -0.0172765 0.0118605 0.586062 0.52151 0.177322 0.49256 0.893187 0.0757311 1.15202 0.158362 0.0824544 0.1359 -0.0223466 0.137914 0.258365 0.00938385 0.275547 0.424821 -0.0105764 -0.0122503 0.00817788 0.0581179 0.0266831 -0.0300726 -0.0304225 0.0507506 0.657922 0.00429073 0.225019 0.0682302 0.119431 internal_weight=0 15422 15373 649 49 118794 610 994 14724 342 14382 117800 445 321 583 14338 557 422 117355 17397 129 196 947 105 57 13781 47 927 192 897 99958 387 353 17293 78 104 39621 38680 17215 941 317 60337 60126 544 48 297 56 211 48 internal_count=134216 15422 15373 649 49 118794 610 994 14724 342 14382 117800 445 321 583 14338 557 422 117355 17397 129 196 947 105 57 13781 47 927 192 897 99958 387 353 17293 78 104 39621 38680 17215 941 317 60337 60126 544 48 297 56 211 48 cat_boundaries=0 6 7 8 13 14 19 25 31 37 38 39 45 46 cat_threshold=5275648 393217 20548 432111744 33698307 8225 3585 32768 0 0 4100 16842752 139264 1829 33554432 4096 1024 0 16777216 2181316608 68157712 1073884944 2685927424 138463232 557924496 8389120 1052704 1280 0 16777216 536870912 545260436 536878272 171966593 1074147620 16777216 311427584 2566 1632 16384 0 17 0 0 33554448 1314 is_linear=0 shrinkage=0.01 Tree=33 num_leaves=46 num_cat=11 split_feature=25 3 1 5 6 26 0 7 4 0 9 3 3 9 25 24 6 25 2 18 25 18 25 1 0 20 2 1 25 4 25 1 25 23 4 0 0 12 0 1 7 24 3 26 24 split_gain=2.17586e+06 1.19289e+06 824073 1.12592e+06 711365 568673 560044 916233 593558 555592 470123 274687 233059 560788 204605 274356 196637 170884 175139 154498 151606 140137 121942 108794 98533.6 93380.7 87957.9 87027.3 86925.3 85187.5 80057.6 61077.8 43874.9 42801.2 38201.9 36908.9 36545.7 27323.1 22341.7 20731.7 17548.2 16225 15391.1 15250.3 15214 threshold=0 782.62500000000011 104.17500000000001 366.02500000000003 246.64950000000002 2022.5000000000002 34.665000000000006 225.07500000000002 232.66575000000003 95.466000000000022 158.04750000000004 273.10998000000006 145.10250000000005 91.825000000000003 1 2 338.4500000000001 3 255.16525000000004 17.526900000000001 4 275.85250000000002 5 44.610000000000007 99.006000000000014 234.24564000000001 104.05000000000001 260.88220000000007 6 72.686250000000015 7 481.77300000000008 8 105.98820000000002 3.5892105000000005 25.333500000000004 30.01275 195.72300750000002 16.692500000000006 47.945000000000007 69.940000000000012 9 212.70000000000005 2022.5000000000002 10 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 9 2 2 9 2 9 2 2 2 2 2 9 2 9 2 9 2 2 2 2 2 2 2 2 1 2 2 1 left_child=1 2 6 4 11 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0.0463856 0.00831431 0.497475 0.263009 0.0261421 internal_weight=0 15422 15373 681 660 49 14692 990 970 118794 994 635 117800 445 13702 551 938 117355 17552 966 614 13151 946 104 368 13113 578 17448 99803 348 418 86 284 35403 106 17362 35383 64400 64375 312 555 282 76 84 267 internal_count=134216 15422 15373 681 660 49 14692 990 970 118794 994 635 117800 445 13702 551 938 117355 17552 966 614 13151 946 104 368 13113 578 17448 99803 348 418 86 284 35403 106 17362 35383 64400 64375 312 555 282 76 84 267 cat_boundaries=0 6 11 12 18 21 26 32 37 41 42 43 cat_threshold=5275648 393217 20548 432111744 33698307 8225 0 0 4100 16842752 139264 2266 2181316608 605028624 1073884944 538443776 138463232 557924496 32768 0 16384 545260032 1052704 1280 0 16777216 536871812 7360 171966593 3221631268 16777216 311427584 301989888 4096 1024 0 16777216 0 0 4096 16777216 1314 194 is_linear=0 shrinkage=0.01 Tree=34 num_leaves=47 num_cat=11 split_feature=25 0 4 2 0 6 9 7 2 2 25 9 2 24 18 25 24 0 4 25 6 25 6 4 24 7 7 13 2 2 2 0 9 6 24 2 2 25 24 26 0 0 2 26 0 2 split_gain=2.1329e+06 1.15809e+06 2.86155e+06 740156 544535 475614 460767 316993 206611 200269 168045 218434 166635 156792 151423 125961 288503 140043 122879 117708 102870 90807.9 90248.8 80493.7 86524.4 70163.2 140799 61154.9 59814.5 56848.7 56767.8 55808.2 37951.9 226446 36390.1 35082.7 26602 20702.1 18939.3 18159.2 8390.51 6935.95 6909.75 10219.2 4385.87 1403.59 threshold=0 213.3887 255.30450000000005 161.35500000000005 95.466000000000022 442.89500000000004 158.04750000000004 442.89500000000004 255.16525000000004 5.6142500000000011 1 370.88500000000005 1048.2900000000002 2 17.526900000000001 3 4 45.662525000000009 42.954600000000006 5 783.48000000000013 6 545.08500000000015 72.686250000000015 7 783.48000000000013 650.90000000000009 290.58575000000002 312.70000000000005 28.745500000000003 104.05000000000001 332.39451000000003 9.0802500000000013 120.26400000000001 8 272.73498000000006 110.457785 9 10 2022.5000000000002 292.11750000000001 638.18750000000011 648.37500000000011 2022.5000000000002 292.11750000000001 155.87100000000004 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 1 2 9 1 2 2 9 2 9 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 9 1 2 2 2 2 2 2 2 left_child=1 5 3 13 8 7 14 12 10 20 11 32 15 40 19 16 -1 -17 28 23 22 27 -7 24 -6 26 -9 29 35 -12 38 44 34 -34 -2 -10 37 -23 -21 -33 -3 -42 43 -30 -15 -38 right_child=4 2 -4 -5 6 9 -8 25 18 -11 21 -13 -14 31 -16 17 -18 -19 -20 30 -22 36 -24 -25 -26 -27 -28 -29 42 -31 -32 39 33 -35 -36 -37 45 -39 -40 -41 41 -43 -44 -45 -46 -47 leaf_value=0.0024600144771680442 0.029290560409994171 0.52832913817781391 4.234312767982483 1.7864773698755212 0.49234962920172026 0.75408303540685906 1.4835776308604651 0.52839061351049521 0.22552320642904802 1.6791304154396056 -0.01187095908834932 0.76028178936395896 0.95813560074025927 0.34561007518272896 1.0433801789283752 0.074598509909927169 0.45489439280773597 0.22947100185859398 1.0072323573719373 0.14025219993357277 1.0358835169364666 -0.023116609526752201 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16777216 545260436 6464 171966465 1074147620 16795648 311427584 88 1632 2176001 268501156 538968096 35653184 537396228 203462720 1044 is_linear=0 shrinkage=0.01 Tree=35 num_leaves=40 num_cat=3 split_feature=0 4 1 5 6 3 7 3 5 2 1 5 14 13 0 6 11 23 1 19 4 3 3 5 24 24 2 6 5 18 6 0 0 24 18 0 2 5 0 split_gain=1.74084e+06 1.9648e+06 855874 894491 719285 600231 488872 318994 839991 292363 275153 230980 253234 219649 198799 158198 155319 143798 124530 123923 106729 104817 100207 94073.6 83192.4 81885.8 70153 69368.8 90937.4 62922.4 62831.8 56067 80721 54932.6 53418.9 39796 31992.1 31115.9 17094.9 threshold=213.3887 400.30000000000007 46.726464000000014 80.262500000000017 246.64950000000002 364.99000000000007 442.89500000000004 134.02375000000004 192.26595000000003 293.03820000000002 276.29750000000007 366.02500000000003 50.462000000000003 165.001 25.333500000000004 89.850000000000009 43.840000000000011 219.08740500000002 187.26000000000002 93.72150000000002 67.27000000000001 77.170100000000005 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67502083 28676 423690368 33698305 8192 1920 0 262146 4 65536 139264 1574 549454336 4864 138413056 2147483648 16777218 536870912 38027392 537919744 1074138448 1083736064 4227074 553730225 677 1080 363 108 16777984 72784 180355713 2147889184 17844224 37884480 536872452 1056 134217728 131076 16777216 268435456 34095232 128 2099473 0 16384 16 2296 is_linear=0 shrinkage=0.01 Tree=39 num_leaves=60 num_cat=16 split_feature=25 0 4 3 1 7 0 6 25 24 3 1 15 25 3 1 25 25 23 9 24 24 1 0 1 24 4 13 25 25 23 0 8 8 24 3 0 24 24 6 1 0 25 4 7 0 24 0 0 0 0 1 0 0 0 0 0 0 1 split_gain=1.93598e+06 1.09677e+06 1.76126e+06 519717 401107 622231 363831 360446 290330 432135 276070 256973 360386 221582 219078 199608 191233 188379 158380 151403 148823 139602 191078 135829 118630 103796 219035 102790 88591.3 67100.1 91428.6 56425.5 52258.4 46694 47837.9 46549.7 44315.6 46070.6 41868.4 119643 40655.6 32275.1 25008.5 25109.8 16030.4 14969 11047.2 7539.25 6987.17 5267.35 5148.68 3157.94 2623.28 2242.42 2284.1 1817.59 1138.35 680.674 454.858 threshold=0 213.3887 293.48250000000002 186.50375000000003 46.726464000000014 401.66700000000003 95.466000000000022 279.86700000000002 1 2 483.18750000000006 40.336500000000008 87.418000000000021 3 139.99850000000004 56.871000000000002 4 5 242.15000000000003 75.020000000000024 6 7 398.24814000000003 102.15500000000002 177.74775000000002 8 441.87500000000006 382.71220000000005 9 10 15.038000000000002 478.01250000000005 338.4500000000001 48.489320000000006 11 782.62500000000011 202.39050000000006 12 13 109.24925000000002 87.418000000000021 362.49400000000003 14 90.595050000000001 22.341000000000005 292.11750000000001 15 311.36400000000009 26.251000000000001 292.11750000000001 478.01250000000005 3.2775000000000007 430.17000000000002 175.33000000000001 121.97500000000001 114.27500000000002 255.30450000000005 233.17050000000003 61.707500000000003 decision_type=9 2 2 2 2 2 2 2 9 1 2 2 2 9 2 2 9 9 2 2 1 1 2 2 2 1 2 2 9 9 2 2 2 2 1 2 2 1 1 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 15 8 7 11 21 9 -1 25 17 16 14 23 20 19 27 29 24 41 22 -6 -8 -13 26 -10 38 -27 32 -31 -17 -19 34 -25 -12 46 45 39 -2 -23 -3 43 -18 -40 57 53 56 -44 -22 -49 55 -47 54 -15 -48 -39 -38 -53 right_child=6 2 -4 -5 5 -7 13 -9 10 -11 35 12 -14 36 -16 31 42 18 -20 -21 49 40 -24 33 -26 28 -28 -29 -30 30 -32 -33 -34 -35 -36 -37 37 47 44 -41 -42 -43 48 -45 -46 52 51 50 -50 -51 -52 58 -54 -55 -56 -57 -58 -59 -60 leaf_value=0.84619458349924248 0.030440098965477853 0.71264767123050377 3.5378088169097901 2.0111409927549819 0.28172866625356535 2.0135358333587647 0.93927903970082594 1.561749653589158 0.10337886202921245 0.038608507325009603 0.49825880992646315 0.11034831296035785 1.4317006813287736 0.11007460194249306 1.123689370950063 1.1916905869937995 0.047531578777743888 -0.008720616031252881 0.86871955347061158 0.87821557864546773 0.13002560115995862 0.27833487398402634 0.91266380582536966 0.3522936788280453 0.40802558383103027 0.12046084166623423 1.0417429481506348 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5631 73922 21 20 35 20 158 26 23 50 8440 91 285 69 736 21 258 31 82 58 54 101 38 20 24 20 51 193 30 24 26 internal_value=0 0.113502 0.652031 0.486182 0.0985191 0.314799 -0.0126481 0.269297 0.0844169 0.403401 0.0768872 -0.0142983 0.0958009 0.170156 0.374378 0.388249 0.0828499 -0.0162498 -0.021079 0.20163 0.278366 0.233725 0.362612 0.299679 0.176328 0.0731207 0.107841 0.0169297 0.0479576 -0.0212546 -0.0262864 0.943768 -0.008245 0.231394 0.19571 0.673814 0.0673123 0.167664 0.0159333 0.0357328 0.0854649 0.506134 0.0047317 0.0621758 0.00174743 0.32552 0.00734593 0.0545833 -0.0294349 0.0335624 -0.00206249 -0.0247104 0.469419 0.0805188 0.0692983 -0.0383083 0.129381 0.226386 0.0512095 internal_weight=0 13519 368 348 13151 805 120684 784 12346 270 12076 119605 2083 1079 347 327 2063 117522 102589 808 273 763 392 311 776 11999 5016 14933 6983 102569 73943 54 28626 281 261 77 732 278 14911 6213 371 130 1255 465 8698 102 454 176 790 143 96 321 55 133 113 275 80 47 46 internal_count=134203 13519 368 348 13151 805 120684 784 12346 270 12076 119605 2083 1079 347 327 2063 117522 102589 808 273 763 392 311 776 11999 5016 14933 6983 102569 73943 54 28626 281 261 77 732 278 14911 6213 371 130 1255 465 8698 102 454 176 790 143 96 321 55 133 113 275 80 47 46 cat_boundaries=0 6 11 12 17 22 28 29 30 31 37 43 44 45 46 52 53 cat_threshold=2148564992 67502083 28676 423690368 33698305 8192 0 262146 4 65536 139264 1574 545260032 4352 1024 2147483648 16777218 574636548 537920768 1280 4 16777216 38027392 1048832 1074138448 1083736064 4227074 16859313 740 3129 355 2147483648 1 12288 268435584 33554433 8192 18874880 536943696 180355713 2147880992 17844224 574755328 3600 2384 1634 269026304 160 134217728 131104 16384 805306368 1036 is_linear=0 shrinkage=0.01 Tree=40 num_leaves=40 num_cat=9 split_feature=25 3 1 4 4 9 3 9 4 2 18 1 4 3 25 1 24 25 24 26 1 14 25 25 1 23 1 2 25 10 3 12 4 8 25 4 2 3 1 split_gain=1.98561e+06 997517 657625 460541 426969 468084 376243 719659 312113 253457 200123 187681 196607 164138 160767 151352 211084 136249 128215 109660 91457.4 89558.3 83859.7 67732.6 62015.9 60401.3 44700.7 41753.9 47209.4 40997 37932.2 37449.3 35426.3 34161.8 22530.5 20643.8 17560.4 9730.3 8.90741 threshold=0 1048.2900000000002 398.24814000000003 64.756750000000025 120.73200000000001 230.23500000000004 139.99850000000004 198.75006000000005 1048.2900000000002 783.48000000000013 475.19100000000009 40.336500000000008 90.595050000000001 81.070525000000018 1 110.64500000000001 2 3 4 2022.5000000000002 213.87530000000001 83.40000000000002 5 6 650.90000000000009 4.432500000000001 543.20000000000016 121.92880000000001 7 10.846470000000002 155.97750000000002 153.08370000000002 200.46000000000004 2.0540000000000003 8 112.51200000000001 16.268205000000005 544.35000000000002 789.60480000000007 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 9 1 2 2 2 9 9 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 left_child=1 2 4 19 10 8 9 14 13 11 15 17 21 -6 30 18 -17 27 -1 26 29 22 -13 25 -21 -19 -4 31 -29 37 -8 -2 35 36 -25 -14 -32 -16 -28 right_child=6 -3 3 -5 5 -7 7 -9 -10 -11 -12 12 32 -15 20 16 -18 23 -20 24 -22 -23 -24 34 -26 -27 38 28 -30 -31 33 -33 -34 -35 -36 -37 -38 -39 -40 leaf_value=0.011721724825443017 0.0054716493266838244 2.1437553715705873 0.46291380293229045 2.0587500320781364 0.18792303771360658 1.8395901516505653 0.93960873416066171 1.7818246894047178 1.5399081726074217 0.9720726825640752 0.98028617935180662 0.12675217532487598 0.6120367129643759 0.70551835921075612 0.021454936158583033 0.63027013254265829 0.12462619522329453 -0.01225137000892474 0.092566273467136695 0.49206481607336749 0.69428566472096875 0.6220268247808729 -0.0067927849693940239 -0.023242898951667167 -0.10542936563491821 0.17720933305551489 0.92020662512098039 0.2916842463233254 -0.0016609285506167155 0.40736345556047227 0.69383383834362033 0.19311893151185225 0.81513008370118989 0.0946495675444603 -0.035824204012181345 0.17837847756302874 0.33673204319817679 -0.14579134378677761 0.92825662930806474 leaf_weight=2367 17652 24 34 22 411 21 20 29 20 26 25 833 21 72 322 109 327 38984 11877 38 22 28 1069 35081 32 169 28 100 119 27 40 107 34 20 24227 23 21 39 27 leaf_count=2367 17652 24 34 22 411 21 20 29 20 26 25 833 21 72 322 109 327 38984 11877 38 22 28 1069 35081 32 169 28 100 119 27 40 107 34 20 24227 23 21 39 27 internal_value=0 0.106566 0.103462 0.70268 0.0963405 0.376838 -0.0139542 0.249405 0.315769 -0.0151557 0.0863452 -0.0153724 0.0804827 0.26508 0.162438 0.0848228 0.268351 -0.0170255 0.0792051 0.515047 0.065466 0.0605904 0.0523253 -0.0216464 0.218925 -0.0114307 0.747953 0.00828999 0.14553 0.0314986 0.500089 0.00660225 0.572691 0.453305 -0.0283875 0.385352 0.570897 0.00338678 0.924158 internal_weight=0 15434 15410 181 15229 524 119013 540 503 118473 14705 118447 2008 483 511 14680 436 116439 14244 159 410 1930 1902 98461 70 39153 89 17978 219 388 101 17759 78 81 59308 44 61 361 55 internal_count=134447 15434 15410 181 15229 524 119013 540 503 118473 14705 118447 2008 483 511 14680 436 116439 14244 159 410 1930 1902 98461 70 39153 89 17978 219 388 101 17759 78 81 59308 44 61 361 55 cat_boundaries=0 6 11 12 18 19 24 30 36 42 cat_threshold=2153021440 67502080 28740 432636032 33567297 33 0 4096 1024 0 16777216 137 33570944 1049872 1107693328 2685665280 4245506 555827728 136 847266308 537920640 134218752 131072 16777472 538969876 72384 146800641 140288 17825796 310513728 0 1048576 1024 0 16384 536870912 294203393 813695008 538968106 33559078 604046344 202377216 is_linear=0 shrinkage=0.01 Tree=41 num_leaves=55 num_cat=12 split_feature=25 0 4 2 1 0 9 3 6 4 3 9 25 4 11 4 3 25 6 1 25 25 2 25 1 3 1 1 25 3 0 6 1 25 13 1 9 4 23 8 6 3 6 25 3 0 0 25 25 1 0 1 25 4 split_gain=1.94627e+06 1.03249e+06 2.26419e+06 538152 499173 486500 614518 435018 262722 222214 201145 582360 154601 136264 227867 148150 132902 129265 116860 113112 107072 107008 104804 121764 125517 87836.5 86652.5 86559.4 82782.2 63498.8 56514.1 181188 52977.2 50426.5 52213.5 39930.3 88180.5 38306 29639.6 25107.5 24427.6 23098.9 22593.3 20352.6 15005.6 12175.6 29329.7 12007.6 11712.7 11339.7 7666.32 4419.94 3259.58 1311.7 threshold=0 202.39050000000006 232.66575000000003 161.35500000000005 398.24814000000003 104.05000000000001 158.04750000000004 14.518750000000002 442.89500000000004 200.46000000000004 145.10250000000005 78.765000000000015 1 120.73200000000001 188.68500000000003 174.86250000000004 5.6142500000000011 2 650.90000000000009 56.871000000000002 3 4 48.007500000000007 5 102.46769250000001 83.529500000000013 1066.3056000000001 126.32950000000001 6 8.0855000000000015 25.333500000000004 75.646250000000023 543.20000000000016 7 214.32000000000002 40.336500000000008 48.206500000000005 3.5892105000000005 0.90965000000000018 13.167580000000003 2.7973590000000006 255.16525000000004 19.649875000000005 8 192.58100000000002 311.36400000000009 233.17050000000003 9 10 650.90000000000009 539.75000000000011 438.37500000000006 11 64.756750000000025 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 9 9 2 9 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 9 9 2 2 2 9 2 left_child=1 4 3 17 8 10 9 26 13 21 12 28 22 20 15 -15 18 19 -10 29 52 25 30 24 -24 40 49 -22 37 -3 32 -32 -2 35 43 38 -37 41 -14 47 -7 -12 44 -35 -30 46 -19 -23 -25 51 -47 -6 -1 -39 right_child=5 2 -4 -5 7 6 -8 -9 16 -11 11 -13 33 14 -16 -17 -18 45 -20 -21 27 39 23 48 -26 -27 -28 -29 42 -31 31 -33 -34 34 -36 36 -38 53 -40 -41 -42 -43 -44 -45 -46 50 -48 -49 -50 -51 -52 -53 -54 -55 leaf_value=0.18112056106069815 -0.0014840148411215126 0.42305409699856883 3.5130976728439336 1.6323857723582875 0.53354960918426519 0.20339257339029004 1.7061853232207123 1.9523010531338778 0.82423896666935503 1.0664044129406964 0.61855976117981804 1.5915177738666535 -0.01473407744837682 0.49182533238083126 1.2928150696754455 0.091702322279978668 1.2637589865145475 -0.14269078897393267 0.04185411260241554 0.95133000938515921 0.069235371980724172 -0.065297731330265868 0.20120872099465184 0.068573146699804119 0.87706052533785495 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121 20 internal_value=0 0.105506 0.594595 0.40988 0.0918944 -0.0138143 0.220978 0.645718 0.0858912 0.173745 -0.0155565 0.194526 -0.016367 0.0824286 0.247798 0.202559 0.596727 0.298436 0.397484 0.434107 0.0768433 0.144424 0.00475096 0.126945 0.250973 0.277173 0.438921 0.0731694 0.102705 0.353933 0.00155021 0.0854995 -0.00102927 -0.0225869 -0.028 -0.0123224 0.067724 0.315436 -0.0139151 0.0441178 0.231748 0.471193 0.0106185 -0.0281848 -0.0116069 0.0299446 0.137733 0.0274517 -0.0156582 0.336562 -0.0545467 0.415432 0.289131 0.0905682 internal_weight=0 15434 420 395 15014 119013 876 161 14853 849 118137 454 117683 14753 482 462 100 362 77 229 14271 822 26782 684 357 340 139 14045 426 191 26098 778 25320 90901 59504 31397 611 118 30786 482 306 78 308 59482 288 133 60 455 327 119 73 72 226 40 internal_count=134447 15434 420 395 15014 119013 876 161 14853 849 118137 454 117683 14753 482 462 100 362 77 229 14271 822 26782 684 357 340 139 14045 426 191 26098 778 25320 90901 59504 31397 611 118 30786 482 306 78 308 59482 288 133 60 455 327 119 73 72 226 40 cat_boundaries=0 6 12 17 22 28 34 39 45 51 57 62 66 cat_threshold=2153021440 67502080 28740 432636032 33567297 33 33571456 1049872 1074138896 538181632 21022722 555827728 32768 0 20480 0 1 0 262144 0 16842752 8192 310379008 1052704 1280 0 2 805306368 512 1048832 3072 0 16384 536870912 33554944 4096 1024 0 16777216 538969348 536942784 180355073 2147491872 0 310515776 294195217 8389152 538968098 33691142 605094924 202375168 0 128 17 0 0 33554448 0 0 0 0 16777216 0 0 0 16777216 is_linear=0 shrinkage=0.01 Tree=42 num_leaves=39 num_cat=2 split_feature=0 4 9 3 5 3 11 5 4 2 3 4 24 9 8 5 5 4 22 24 7 16 3 2 8 5 5 0 11 13 2 4 0 3 2 2 11 2 split_gain=1.66673e+06 1.49202e+06 996006 1.41579e+06 572352 782095 353472 299895 367209 274854 277270 385901 253979 220323 170317 172859 133617 107365 109497 96773.8 100912 96006.4 95921.2 93763.4 87892.9 86794 84876.3 63725.2 58398.2 56222.4 55727.2 54905.7 55632.4 29413.7 24372.3 25962 23530.7 7511.13 threshold=104.05000000000001 400.30000000000007 140.83674000000002 25.511000000000006 155.77150000000003 199.86000000000004 232.77000000000001 116.45550000000001 80.637750000000025 62.412000000000013 121.80050000000001 49.808750000000011 0 1037.4750000000001 121.38150000000003 336.69250000000005 242.64500000000001 93.927000000000007 331.07550000000009 1 35.292500000000011 68.145500000000013 782.62500000000011 272.73498000000006 157.04150000000004 336.69250000000005 47.856750000000012 478.01250000000005 17.552500000000006 8.0855000000000015 192.58100000000002 337.69674000000003 33.677000000000014 255.16525000000004 110.457785 174.86250000000004 2.0602500000000004 3.5063000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 7 -4 9 6 12 19 16 13 26 23 14 17 15 -6 -9 18 22 20 27 24 -1 33 -19 -7 31 -2 30 -30 -21 32 -11 -12 -28 -36 37 -14 right_child=1 -3 3 -5 5 25 -8 8 -10 10 11 -13 36 -15 -16 -17 -18 21 -20 28 -22 -23 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25 0 0 18 0 24 1 8 3 2 0 24 26 2 1 25 0 0 8 7 0 7 0 25 2 split_gain=1.78241e+06 1.2423e+06 1.69388e+06 558420 569087 450726 806892 417963 513304 363438 284521 260488 250089 205087 168197 330891 168071 161319 158556 152748 150302 528682 145639 138236 130233 125597 109844 131289 109041 99255.3 98920.5 92509.7 82847.5 93884.5 79356 105518 65326.9 41503.9 38210.7 55033.8 20765.4 24308.1 18517.4 13151.2 9011.65 6003.37 3467.59 2446.14 2339.22 1919.84 threshold=0 224.14500000000001 54.652568500000008 442.89500000000004 27.286500000000004 223.35100000000003 108.44300000000003 104.17500000000001 80.262500000000017 242.64500000000001 397.42490000000004 36.902000000000008 1 56.871000000000002 145.10250000000005 42.216500000000003 678.37500000000011 187.26000000000002 2 232.65000000000001 3 4 42.546250000000008 1066.3056000000001 74.412199999999999 5 255.30450000000005 1083.9006000000002 3.5235000000000007 430.17000000000002 6 36.902000000000008 36.895000000000003 127.48600000000002 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leaf_weight=111 5761 31 21 32 28 21 34 20 731 28 38 22 355 35 20 27 5487 118 105514 25 110 288 29 26 26 24 7705 35 5905 35 109 49 44 20 38 22 76 26 26 46 533 26 44 58 22 31 152 22 52 20 34 20 leaf_count=111 5761 31 21 32 28 21 34 20 731 28 38 22 355 35 20 27 5487 118 105514 25 110 288 29 26 26 24 7705 35 5905 35 109 49 44 20 38 22 76 26 26 46 533 26 44 58 22 31 152 22 52 20 34 20 internal_value=0 0.104076 0.673372 0.470709 0.0891229 0.912832 -0.0124609 0.344197 -0.0134691 0.0842893 0.080234 -0.0155566 0.0863098 0.30567 -0.0157173 0.477979 0.0771852 0.306182 -0.0158644 0.604571 0.159856 0.268048 0.377359 0.325398 0.0878347 -0.0193008 0.0729227 0.223006 0.0152266 0.640752 0.0885465 0.0841269 0.216023 0.426717 0.384268 0.547953 0.123227 0.0673114 -0.000638164 0.849112 -0.011032 0.0289692 0.0305456 0.162407 0.0788356 0.423113 -0.0332188 0.162206 0.265227 0.107989 -0.0528799 -0.0323034 internal_weight=0 14075 362 341 13713 80 120037 338 119699 13633 13494 117246 2453 309 117224 139 13421 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split_gain=1.75107e+06 1.02969e+06 2.61961e+06 699037 362252 355797 520700 252765 451312 290761 208581 232968 207235 181464 181589 158918 149432 144373 139331 124643 101325 91533.3 111149 80624.6 65669.3 61876.2 61279.1 56616.8 54937.2 51480 48992.3 43433.6 40855.4 40087.7 35988.8 34878.9 34803.6 34338.5 34071 29570.5 27656.1 27238.4 24613.9 22667.7 19268.6 16678.6 14072.1 12099.7 8660.63 8488.15 5003.43 3624.56 626.333 threshold=0 202.39050000000006 120.63500000000002 191.84395000000004 192.77500000000003 442.89500000000004 78.120000000000019 1 2 442.89500000000004 72.992500000000021 3 80.262500000000017 33.672000000000011 101.59950000000002 4 783.48000000000013 5 212.70000000000005 650.90000000000009 6 232.66575000000003 2022.5000000000002 27.356500000000004 293.03820000000002 86.812500000000014 442.89500000000004 7 243.58000000000001 545.08500000000015 104.05000000000001 223.76500000000001 8 9 2.0565000000000002 78.83750000000002 93.857500000000016 2022.5000000000002 211.90000000000001 16.501200000000001 332.39451000000003 20.426500000000004 19.634625000000003 4.5285000000000011 2022.5000000000002 8.0855000000000015 362.49400000000003 782.62500000000011 2022.5000000000002 364.63500000000005 783.48000000000013 478.01250000000005 364.63500000000005 decision_type=9 2 2 2 2 2 2 9 1 2 2 9 2 2 2 9 2 1 2 2 1 2 2 2 2 2 2 9 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 17 10 7 29 8 37 16 15 13 19 14 24 21 20 28 30 -11 -9 26 52 27 -12 33 36 35 -3 -7 32 34 40 -25 41 -17 -2 -1 -29 45 44 -13 -36 47 -6 -19 -30 -34 -10 -24 -31 -42 -23 right_child=4 2 -4 -5 18 6 -8 9 48 12 11 31 -14 -15 -16 23 -18 39 -20 -21 -22 22 49 25 -26 -27 -28 38 46 50 -32 -33 43 -35 42 -37 -38 -39 -40 -41 51 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 leaf_value=0.73142990079419368 0.0090358564380282995 0.95966454642159604 3.3006050725416705 2.1798593940734863 0.43039743293415422 0.68411302763682147 2.1294026615619659 0.10604140624726556 0.10256095523183996 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37 69500 29 26 28 29 210 1662 20 20 180 59 22 20 20 26 97 20 40 24 61 20 83 41 26 24 23 leaf_count=58 17539 28 33 20 33 26 20 5810 88 26 158 729 20 20 22 28534 32 191 36 32 8112 35 33 380 21 24 37 69500 29 26 28 29 210 1662 20 20 180 59 22 20 20 26 97 20 40 24 61 20 83 41 26 24 23 internal_value=0 0.103323 0.600053 0.36113 -0.0118667 0.0894071 0.689899 0.0852975 0.374203 0.0790449 -0.0129145 0.122788 0.687951 0.406075 0.334061 -0.0142045 0.0756979 0.258086 0.277522 0.38527 0.074129 0.0132476 0.275613 -0.0191075 0.228687 0.0427124 0.0113046 -0.0204117 0.52807 0.320795 0.223242 0.0482593 0.19248 0.0367794 0.0361332 -0.00854581 0.0104557 0.833018 -0.0252804 0.095965 0.341686 0.0108435 0.199328 0.104792 0.251528 0.0658356 0.452471 0.137063 0.0315978 0.0187126 0.139136 0.568924 0.603382 internal_weight=0 14824 406 373 119583 14418 98 14320 288 14032 119152 1122 78 221 201 118030 13954 353 431 58 13922 17888 132 100142 179 2066 17756 98076 118 78 395 901 367 2042 872 28554 17719 117 69522 235 117 755 117 250 73 215 90 230 171 74 52 44 58 internal_count=134407 14824 406 373 119583 14418 98 14320 288 14032 119152 1122 78 221 201 118030 13954 353 431 58 13922 17888 132 100142 179 2066 17756 98076 118 78 395 901 367 2042 872 28554 17719 117 69522 235 117 755 117 250 73 215 90 230 171 74 52 44 58 cat_boundaries=0 6 11 12 17 23 24 25 31 32 36 cat_threshold=2147516416 393219 20804 290029696 33693761 1 0 262146 4 65536 139264 1700 0 4096 536871936 0 16777216 38027392 605029376 273552 1754267648 134238210 557908112 840 1329 536871424 270604608 180486657 2147885312 20973572 34603520 562 536871424 0 134217728 131104 is_linear=0 shrinkage=0.01 Tree=51 num_leaves=41 num_cat=3 split_feature=0 4 5 1 8 5 2 0 7 11 9 2 6 9 24 26 7 5 1 19 24 18 1 1 1 24 0 0 0 5 26 1 0 0 0 0 0 0 26 1 split_gain=1.55999e+06 1.81877e+06 1.07027e+06 635669 613962 730622 492436 364962 493443 234330 219002 212669 170070 189177 167175 162555 162528 159919 138572 173438 129140 120768 96084.8 90419.4 83766.4 80339.5 72801.5 73050.5 63529.7 41309.3 30411.1 15833.4 14139.8 18854.1 9523.75 8603.16 6881.58 4259.09 2429.34 1231.35 threshold=213.3887 400.30000000000007 54.652568500000008 398.24814000000003 13.016250000000001 186.65435000000002 185.76000000000002 25.333500000000004 294.25100000000003 8.3822000000000028 1037.4750000000001 155.87100000000004 154.71740000000003 9.3037500000000026 0 2022.5000000000002 188.93193000000005 273.92500000000007 40.336500000000008 60.552000000000014 1 578.38750000000016 64.397977000000012 5.1060000000000008 650.90000000000009 2 233.17050000000003 430.17000000000002 393.76511200000004 16.268205000000005 2022.5000000000002 543.20000000000016 430.17000000000002 311.36400000000009 478.01250000000005 332.39451000000003 638.18750000000011 224.14500000000001 2022.5000000000002 789.60480000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 20 7 5 -4 9 10 12 14 11 18 17 29 31 24 23 25 21 -20 30 -1 26 -13 -16 -9 37 -28 -24 -14 32 38 33 -2 35 -32 -34 -22 -5 -33 right_child=1 -3 4 6 -6 -7 -8 8 -10 -11 -12 16 13 -15 15 -17 -18 -19 19 -21 22 -23 28 -25 -26 -27 27 -29 -30 -31 34 39 36 -35 -36 -37 -38 -39 -40 -41 leaf_value=-0.0082038742495843652 0.2153425827393165 3.352648329053606 3.6495472040176389 0.016519636988639834 0.28577132298396185 1.1278181157288729 1.8970521452115929 0.23094327921807142 1.5872525009241971 1.394599503517151 0.97019155543783442 0.078019747148632621 0.47668229684233665 1.3919313120841981 0.59227091066765059 0.10616049142110916 0.90622155870710108 0.77969198949635032 0.063072328977506059 0.99850911521911634 0.59852288598599646 0.71648485391036321 1.206466207050142 0.35705617203787493 1.3596712501525881 0.055673791987116257 0.1388271959414657 0.46233280979503283 0.44571781438329944 -0.094108509336199089 -0.02473953373210375 -0.093616291809082028 0.44037091331481931 -0.11883404483795167 -0.14879482641452696 0.16519163406256474 0.20069138734237008 0.79549797353290375 0.16311534432264474 -0.18550492136819022 leaf_weight=126530 52 21 20 20 26 27 23 277 22 20 23 618 32 20 33 42 28 32 2209 20 23 23 21 143 25 3392 191 110 23 21 86 25 25 25 41 33 23 21 26 35 leaf_count=126530 52 21 20 20 26 27 23 277 22 20 23 618 32 20 33 42 28 32 2209 20 23 23 21 143 25 3392 191 110 23 21 86 25 25 25 41 33 23 21 26 35 internal_value=0 0.45024 0.368646 -0.00174627 1.5188 2.20089 0.503044 -0.00268856 0.0939591 0.361176 -0.00551952 -0.00569271 0.0852542 0.563235 0.260844 0.527231 0.157984 0.0758263 -0.0066955 0.0714657 0.244075 -0.00807217 0.359477 0.130454 0.923047 0.0696874 0.312592 0.257052 0.808802 0.25052 0.0714416 -0.0367387 0.190817 0.106844 -0.0173554 0.0279305 0.325524 0.692534 0.0993781 -0.147218 internal_weight=0 768 747 133639 73 47 249 133390 3796 226 129594 129571 3774 73 206 100 789 3701 128782 2229 674 126553 389 761 58 3669 345 301 44 53 285 106 125 77 160 119 48 44 46 60 internal_count=134407 768 747 133639 73 47 249 133390 3796 226 129594 129571 3774 73 206 100 789 3701 128782 2229 674 126553 389 761 58 3669 345 301 44 53 285 106 125 77 160 119 48 44 46 60 cat_boundaries=0 1 2 3 cat_threshold=457 2213 16 is_linear=0 shrinkage=0.01 Tree=52 num_leaves=50 num_cat=10 split_feature=25 0 5 4 6 5 0 25 24 7 9 2 5 25 9 24 2 4 0 24 24 0 2 7 25 13 25 6 0 6 4 24 15 0 2 4 2 7 0 0 2 0 6 0 7 2 0 0 7 split_gain=1.70694e+06 1.01103e+06 2.53937e+06 672167 337297 518447 329684 249382 442538 265891 353168 202949 258431 154281 199931 151898 146065 111139 99195.3 94688.7 83844.6 68863.2 66703.6 63692.2 58664.8 70325 58001.6 52504.9 49379.8 45485.4 44649.7 37327.7 36578.2 32198.4 29503.2 28978.7 28789.7 28411.6 17605.9 13422 11154.5 8931.05 5559.55 5105.72 4941.69 3366 1673.69 2391.72 1309.56 threshold=0 202.39050000000006 120.63500000000002 191.84395000000004 442.89500000000004 78.120000000000019 192.77500000000003 1 2 442.89500000000004 9.3037500000000026 223.35100000000003 223.76500000000001 3 571.7600000000001 4 783.48000000000013 150.01600000000005 27.356500000000004 5 6 243.58000000000001 48.007500000000007 442.89500000000004 7 86.812500000000014 8 545.08500000000015 478.01250000000005 109.24925000000002 364.99000000000007 9 211.90000000000001 638.18750000000011 364.63500000000005 42.954600000000006 272.73498000000006 16.501200000000001 255.30450000000005 362.49400000000003 543.20000000000016 362.49400000000003 783.48000000000013 478.01250000000005 47.796000000000014 482.16800000000006 255.30450000000005 332.39451000000003 650.90000000000009 decision_type=9 2 2 2 2 2 2 9 1 2 2 2 2 9 2 1 2 2 2 1 1 2 2 2 9 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 15 7 27 11 8 -1 16 48 13 31 14 23 21 19 20 26 -9 43 -3 28 29 25 -20 30 -6 41 -2 -15 34 -28 -30 36 45 -13 38 -17 -23 -36 -22 -29 46 -26 -33 -8 -48 -11 right_child=6 2 -4 -5 5 -7 17 9 -10 10 -12 12 -14 18 -16 37 -18 -19 24 -21 22 39 -24 -25 44 -27 32 42 33 -31 -32 35 -34 -35 40 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 47 -49 -50 leaf_value=0.82469261116868864 0.0096786682611013503 1.0037304819041284 3.250198302124486 2.1421842327117919 0.67531504603532644 2.1061937767863275 -0.048976367964889064 0.035715992021569644 0.031123821853932757 0.20065506596719065 1.7299824797023429 0.25098094054630826 1.3501298203468324 -0.0088465001046178268 0.96622194550254126 0.22133405091545799 0.74892403900623328 0.81455895395839917 0.087198168611998514 0.090798821694866347 0.22715853409654291 0.26628223254762851 0.87292720699310311 0.42681126894177618 -0.011939061743071418 0.65807387427850206 -0.025111708686196183 0.030571965660367694 0.80018979015350344 0.15213853654012677 0.37712728972360493 0.019028504490852357 0.4026095051765442 0.32743729570332697 -0.0045535144099482783 0.39389309883117679 0.6595540755636552 0.46005371284484869 0.01474019920464718 0.52759853722619232 0.29513100541156273 0.042511597833325789 0.23364437965246346 -0.16224431774832987 0.13336324870586397 -0.10895921963911791 0.095753110538829456 -0.035445811152458193 0.29500208480017526 leaf_weight=117 17686 29 33 20 26 20 33 4722 171 31 22 35 20 31133 22 55 32 34 1127 9461 169 29 20 37 946 22 67328 28 25 227 30 98 20 34 27 21 34 20 165 61 23 31 26 22 24 26 33 24 28 leaf_count=117 17686 29 33 20 26 20 33 4722 171 31 22 35 20 31133 22 55 32 34 1127 9461 169 29 20 37 946 22 67328 28 25 227 30 98 20 34 27 21 34 20 165 61 23 31 26 22 24 26 33 24 28 internal_value=0 0.100978 0.589613 0.357953 0.0873367 0.666128 -0.0118508 0.083368 0.370367 0.0772731 0.648642 -0.0128457 0.254156 -0.0134851 0.0135002 0.258553 0.0740717 0.26617 -0.018304 0.0725491 0.218484 0.534991 0.30555 0.0123401 0.0493895 0.0972821 -0.019762 0.306112 0.273534 0.011484 -0.00847221 0.171128 -0.024981 0.527756 0.293599 0.0471201 0.452307 0.0952263 0.0663887 0.443397 0.133301 0.198538 0.128348 -0.0235774 -0.00825881 -0.00780763 0.00769926 0.0405115 0.24543 internal_weight=0 15096 412 379 14684 100 119311 14584 288 14296 81 118886 284 118602 17972 359 14215 425 100630 14183 391 119 279 17950 2119 1149 98511 80 259 17913 31163 264 67348 59 119 145 69 240 220 90 50 200 54 112 970 124 90 57 59 internal_count=134407 15096 412 379 14684 100 119311 14584 288 14296 81 118886 284 118602 17972 359 14215 425 100630 14183 391 119 279 17950 2119 1149 98511 80 259 17913 31163 264 67348 59 119 145 69 240 220 90 50 200 54 112 970 124 90 57 59 cat_boundaries=0 6 11 12 18 19 20 21 27 33 34 cat_threshold=2147516416 393219 20804 290029696 33693763 1 0 262146 4 65536 139264 1700 38027392 607126528 404624 1754529792 134238208 557908112 840 2690 897 815792640 4128 675282944 131104 16777472 268437504 536871428 268507460 1254097409 2147623172 20973572 101859840 472 is_linear=0 shrinkage=0.01 Tree=53 num_leaves=52 num_cat=11 split_feature=25 0 4 1 3 3 0 25 24 6 24 3 25 0 13 2 0 0 25 3 1 2 25 0 0 6 3 24 1 7 13 25 2 6 25 1 15 6 0 0 1 24 1 1 10 0 0 1 0 1 3 split_gain=1.67317e+06 990888 2.12353e+06 512244 357013 329896 323123 284183 377380 263533 223722 205410 225525 181216 176671 176027 155369 363082 147288 136324 99561.3 144509 92418.2 81906.3 75574 65497.1 64180.4 64100.2 62182.1 61057.4 59339.4 54068.3 48074.4 42503.4 38669.6 34822.9 32749.7 31808.2 31512.9 39198.5 30763.9 32286.9 29086.9 47705.1 28683.2 18970.4 10787.9 9767.07 6773.21 5641.7 3856.04 threshold=0 202.39050000000006 232.66575000000003 398.24814000000003 161.49750000000009 14.518750000000002 192.77500000000003 1 2 442.89500000000004 3 72.992500000000021 4 430.17000000000002 33.672000000000011 101.59950000000002 8.0855000000000015 9.1965000000000021 5 212.70000000000005 50.530000000000008 255.16525000000004 6 292.11750000000001 27.356500000000004 650.90000000000009 293.03820000000002 7 145.10250000000005 549.10000000000002 86.812500000000014 8 104.05000000000001 161.20500000000004 9 177.74775000000002 211.90000000000001 68.932500000000019 478.01250000000005 638.18750000000011 166.69750000000002 10 481.77300000000008 543.20000000000016 50.420000000000009 638.18750000000011 292.11750000000001 2.2125000000000004 255.30450000000005 789.60480000000007 199.86000000000004 decision_type=9 2 2 2 2 2 2 9 1 2 1 2 9 2 2 2 2 2 9 2 2 2 9 2 2 2 2 1 2 2 2 9 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 3 4 7 10 42 11 8 -1 16 13 18 14 46 15 26 27 -18 20 32 29 22 -22 48 31 -11 -13 -9 37 33 34 35 38 -2 -26 -20 -33 44 40 -40 41 -8 -5 -44 -14 -15 -3 -25 -12 -45 -39 right_child=6 2 -4 5 -6 -7 19 9 -10 25 23 12 28 45 -16 -17 17 -19 24 -21 21 -23 -24 47 30 -27 -28 -29 -30 -31 -32 36 -34 -35 -36 -37 -38 50 39 -41 -42 -43 43 49 -46 -47 -48 -49 -50 -51 -52 leaf_value=0.80242674716683327 0.0066009988524336994 0.31694081342445229 3.2424016557421003 0.69730279350280766 1.6906594181060792 1.6871184064791755 0.20820305349208693 -0.013710930258397407 0.064406373072206299 0.91163458639667139 0.43836785653181248 0.15699800255177895 0.0090917551780227441 1.3780668469270072 1.3152982171475887 1.1739038408886304 1.5191135015487671 0.15950383736533588 -0.0090173924980893258 0.85223842488394841 0.31773682142073112 0.9856819496154785 0.018199662593207253 0.017906538044964827 0.12497778334602332 0.35316273223786127 0.74542064416976206 0.067498776714427472 0.51289764519248693 0.54750275975181939 0.5355417800694704 -0.024844016889062331 0.60819345201764796 0.19022261204681998 0.0140243547225573 0.1798101426752246 0.36104409304532142 0.20432450715233297 0.64742771839273394 0.18356995567983511 0.50709919714927676 -0.011747174122043558 -0.036018121138862942 0.58130147148581113 0.39253496384620667 0.97616752541583529 0.55959808247429987 -0.20931718739596281 0.23180029912428424 0.4016779658529494 0.37931458926200867 leaf_weight=119 17025 53 28 35 20 26 125 1061 168 42 57 158 794 24 20 22 20 1096 28476 36 145 20 325 135 380 42 21 11982 28 21 24 69447 28 127 1659 98 22 34 29 49 20 138 23 34 20 23 28 22 22 36 20 leaf_count=119 17025 53 28 35 20 26 125 1061 168 42 57 158 794 24 20 22 20 1096 28476 36 145 20 325 135 380 42 21 11982 28 21 24 69447 28 127 1659 98 22 34 29 49 20 138 23 34 20 23 28 22 22 36 20 internal_value=0 0.0999746 0.583717 0.08647 0.389855 0.660175 -0.0117323 0.0803894 0.387129 0.0738849 0.318382 -0.0127173 0.122252 0.637624 0.400828 0.329778 0.0706236 0.18387 -0.0139974 0.263509 0.0126236 0.153183 0.117758 0.11341 -0.0186939 0.632399 0.226031 0.0609339 0.0485254 0.00862038 0.0412026 -0.0199561 0.209025 0.0079606 0.035384 -0.00836684 -0.0247183 0.0341047 0.178064 0.35603 0.129013 0.100262 0.451577 0.359099 0.018513 1.18139 0.400822 -0.0139337 0.380843 0.488924 0.269136 internal_weight=0 15096 412 14684 384 154 119311 14530 287 14243 364 118886 1117 128 221 201 14159 1116 117769 425 17663 490 470 236 100106 84 179 13043 896 17173 2063 98043 389 17152 2039 28574 69469 868 361 78 283 263 128 93 814 47 81 157 79 70 54 internal_count=134407 15096 412 14684 384 154 119311 14530 287 14243 364 118886 1117 128 221 201 14159 1116 117769 425 17663 490 470 236 100106 84 179 13043 896 17173 2063 98043 389 17152 2039 28574 69469 868 361 78 283 263 128 93 814 47 81 157 79 70 54 cat_boundaries=0 6 11 12 13 18 24 30 31 37 41 42 cat_threshold=2147516416 393219 20804 290029696 33693763 1 0 262146 4 65536 139264 1700 1856 0 4096 536871936 0 16777216 38027392 605029376 273552 1754529792 134238208 557908112 4210688 537920512 0 0 0 536870912 128 536871424 270604608 180486657 2147623168 20973572 34734592 536871424 0 134217728 131104 2416 is_linear=0 shrinkage=0.01 Tree=54 num_leaves=36 num_cat=0 split_feature=0 5 7 1 3 2 3 5 3 9 0 7 11 1 19 0 9 23 6 0 7 2 11 18 2 26 18 0 1 2 26 5 0 1 1 split_gain=1.4707e+06 1.52885e+06 888630 607976 521229 479779 437651 741000 461535 266993 236482 264903 227425 149771 194867 144525 141162 133148 122941 135579 117184 116387 115035 87092.4 81633.6 66596.1 60610.8 49550.7 68211.8 49297.2 40302.4 67912.5 56199.3 25293.7 3654.11 threshold=213.3887 120.63500000000002 13.774230000000001 398.24814000000003 293.03820000000002 185.76000000000002 134.02375000000004 192.26595000000003 400.30000000000007 91.825000000000003 25.333500000000004 276.13500000000005 8.3822000000000028 40.336500000000008 60.552000000000014 1083.9006000000002 70.803195000000017 219.08740500000002 154.71740000000003 52.172250000000012 55.749926000000009 185.76000000000002 20.426500000000004 578.38750000000016 397.42490000000004 2022.5000000000002 3.6245000000000007 8.0855000000000015 650.90000000000009 192.58100000000002 2022.5000000000002 10.940750000000001 243.58000000000001 543.20000000000016 481.77300000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 4 -3 6 15 12 10 9 -9 21 13 18 25 17 16 26 -15 23 29 -20 -11 22 -8 -1 -23 27 30 28 -5 -12 32 -32 -2 34 -27 right_child=1 2 -4 5 -6 -7 7 8 -10 20 11 -13 -14 14 -16 -17 -18 -19 19 -21 -22 24 -24 -25 -26 33 -28 -29 -30 -31 31 -33 -34 -35 -36 leaf_value=-0.0081627819525407139 0.54577226419917868 2.9195611373798265 0.58162476440955846 0.2915949224508726 1.8152769819172947 1.8679552973871645 0.042033244628392294 0.61282039165496827 2.4328348753669045 1.1461149119006262 0.056069687289861232 1.1948383344922748 1.3700285115242006 0.050994607607868059 1.0331116088231405 0.79257873980895333 0.5072685675280435 0.7882740259170532 1.1866072387695312 0.19001728235289109 0.20615224020821707 0.98841539854804683 0.55049268895007197 0.63588260605221703 0.14508747209202161 0.2799971621612023 0.75382955646514893 0.021257557106018066 0.85331810906126693 0.35252002440000835 0.070512047864550315 0.67382900142669688 0.20788337628046674 -0.12404622454975928 0.10429584115743637 leaf_weight=126378 61 37 29 52 22 23 835 38 22 36 3530 21 20 2163 21 46 70 21 20 43 21 24 47 21 22 29 20 25 37 57 278 20 255 43 20 leaf_count=126378 61 37 29 52 22 23 835 38 22 36 3530 21 20 2163 21 46 70 21 20 43 21 24 47 21 22 29 20 25 37 57 278 20 255 43 20 internal_value=0 0.437166 1.89229 -0.00169399 0.30036 0.491978 -0.00261553 0.201228 1.28016 0.135507 -0.00422509 0.0749153 0.351945 -0.00648292 0.0743148 0.251348 0.0652979 -0.0079235 0.0684719 0.506395 0.799813 0.0947035 0.069128 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17260.8 8745.35 7477.26 5985.28 5823.75 5062.31 4271.39 2760.17 810.04 threshold=0 202.39050000000006 174.86250000000004 150.03545950000003 65.08550000000001 797.90800000000002 545.08500000000015 1 50.530000000000008 442.89500000000004 2 56.871000000000002 87.080565000000021 3 4 5 2022.5000000000002 6 7 225.86600000000001 186.22625000000002 99.006000000000014 292.11750000000001 398.24814000000003 638.18750000000011 638.18750000000011 8 3.5892105000000005 4.8450000000000006 9 109.24925000000002 483.07500000000005 214.32000000000002 783.48000000000013 2022.5000000000002 62.639500000000005 219.75337800000003 186.50375000000003 2022.5000000000002 10 11 16.534200000000006 172.45500000000001 15.038000000000002 213.3887 38.037500000000009 12 2022.5000000000002 202.39050000000006 2022.5000000000002 783.48000000000013 104.05000000000001 decision_type=9 2 2 2 2 2 2 9 2 2 9 2 2 1 9 1 2 1 1 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 1 2 2 2 2 2 left_child=1 6 3 11 5 7 9 8 29 14 17 13 18 24 15 16 -1 21 -10 23 25 -6 37 -16 -3 38 35 -22 32 30 -2 -31 -28 -11 -17 36 -9 -23 -19 40 44 42 -42 -30 51 46 47 -41 -48 -15 -8 -12 right_child=4 2 -4 -5 10 -7 50 26 12 33 39 -13 -14 49 19 34 -18 20 -20 -21 27 22 -24 -25 -26 -27 28 -29 43 31 -32 -33 -34 -35 -36 -37 -38 -39 -40 45 41 -43 -44 -45 -46 -47 48 -49 -50 -51 -52 -53 leaf_value=0.37295087288165918 0.031317428459255885 0.65394698256974693 3.055896528417414 2.007031346321106 1.1261115981954517 1.3443089588828709 0.90584905052886289 -0.0055650005570259129 0.37427510046109563 0.8803271403211228 0.044160459817841995 1.052522730032603 1.255471067905426 -0.014865417003631592 0.083557786897117167 0.17503245850078397 1.4605365709672895 0.20963942374342426 0.072738756642297467 0.64738849786611707 0.99491014633859909 0.12039822124916574 1.1491116212663197 0.39730958712344266 -0.055088731765747072 0.64570926290569886 -0.023821469084285504 0.20776969099044798 0.1961602588929236 -0.0018161810624699251 0.34327813675457786 0.54912091334660851 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99.006000000000014 292.11750000000001 400.30000000000007 134.02375000000004 155.77150000000003 5 638.18750000000011 6 7 103.09600000000002 3.5892105000000005 2022.5000000000002 166.42500000000004 101.77500000000002 52.119000000000007 211.90000000000001 186.50375000000003 650.90000000000009 282.40044000000006 8 9 43.669000000000011 544.35000000000002 401.66700000000003 37.209095000000012 2.6001765000000003 213.3887 38.037500000000009 342.98550000000006 10 2022.5000000000002 2022.5000000000002 202.39050000000006 14.594500000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 9 2 9 9 2 1 2 2 2 2 2 2 2 2 1 2 9 1 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 5 10 4 6 7 18 9 11 46 17 15 14 21 -11 -5 31 -3 23 20 -20 27 28 38 -25 -15 -9 -13 39 -30 33 -17 -14 -24 35 41 40 -19 -2 -8 -37 48 44 -7 45 -36 -1 -46 -10 -39 right_child=3 2 -4 8 -6 43 22 26 34 12 -12 13 32 25 -16 16 -18 37 19 -21 -22 -23 30 24 -26 -27 -28 -29 29 -31 -32 -33 -34 -35 42 36 -38 49 -40 -41 -42 -43 -44 -45 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split_gain=1.47758e+06 1.15826e+06 2.37678e+06 581203 395984 406020 325709 242624 282968 242097 238685 231519 187163 590034 559624 220429 550394 166682 162397 143760 136336 108086 100969 119081 76813.9 75034.9 74447.1 69437.2 61664.7 55812.4 52749.2 50908.7 50793.7 42784.6 34495.2 83399.8 29218 25229 24169.7 25870.9 27725.3 19272.4 47630.7 17254.8 11675.8 10182.2 8400.75 6751.21 5760.96 14127.1 6723.8 4183.42 547.421 1965.52 466.258 threshold=0 293.03820000000002 174.86250000000004 8.3632500000000025 65.08550000000001 797.90800000000002 225.86600000000001 1 50.530000000000008 782.62500000000011 42.516835000000007 2 43.772500000000008 43.82500000000001 8.0855000000000015 3 4 15.577650000000002 5 224.14500000000001 6 186.22625000000002 99.006000000000014 292.11750000000001 638.18750000000011 255.16525000000004 7 3.5892105000000005 8 11.871000000000002 312.70000000000005 214.32000000000002 2022.5000000000002 166.42500000000004 28.745500000000003 104.05000000000001 186.50375000000003 91.078750000000014 9 10 43.669000000000011 2022.5000000000002 483.18750000000006 33.672000000000011 74.402200000000008 483.18750000000006 213.3887 342.98550000000006 11 21.745000000000005 12 18.826500000000003 186.50375000000003 332.39451000000003 2022.5000000000002 decision_type=9 2 2 2 2 2 2 9 2 2 2 9 2 2 2 9 1 2 1 2 1 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 left_child=1 6 3 17 5 7 9 8 25 12 20 18 15 19 -15 16 -1 41 22 -14 -10 24 -6 36 33 28 34 -23 -2 -17 -27 37 -11 -20 43 -36 -24 -28 39 46 44 45 -43 -9 -41 -3 51 -8 52 50 -50 -13 54 -54 -40 right_child=4 2 -4 -5 11 -7 47 26 10 32 -12 38 13 14 -16 29 -18 -19 21 -21 -22 27 23 -25 -26 30 31 -29 -30 -31 -32 -33 -34 -35 35 -37 -38 -39 48 40 -42 42 -44 -45 -46 -47 -48 -49 49 -51 -52 -53 53 -55 -56 leaf_value=0.89305001667567663 0.034065802121440787 0.11623161532662131 4.0050248739936141 2.0791574349403383 1.1037019692045271 1.3175572146540102 0.78136997938156127 -0.0074792732673877975 0.37215573853835826 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471 31 23 7223 234 20 614 30 367 28 46 21 33 27 71677 20 10664 255 74 26 20 23 982 21 28 228 24 217 20 32 31 512 22 28 31 29 258 20 202 20 22 20 41 leaf_count=109 7883 22 22 20 33 23 20 31190 236 22 25 57 471 31 23 7223 234 20 614 30 367 28 46 21 33 27 71677 20 10664 255 74 26 20 23 982 21 28 228 24 217 20 32 31 512 22 28 31 29 258 20 202 20 22 20 41 internal_value=0 0.126275 0.93169 0.489772 -0.0088284 -0.0109678 0.109778 -0.0112144 0.0213814 0.105046 0.230176 0.138426 0.101248 0.278698 1.27185 0.0886559 0.333496 0.250767 0.257571 0.171652 0.190481 0.192587 0.581721 0.461635 0.162429 0.0143614 -0.0172196 0.653663 0.0128811 0.0768768 0.286188 -0.0229078 0.862373 0.138059 -0.00470585 0.0530312 0.27303 -0.0230709 0.0297578 0.0923679 0.145892 0.101833 0.218177 -0.00653404 0.121595 -0.0447604 -0.0374762 0.922714 -0.0102783 0.00497248 -0.006236 0.0150144 -0.0732706 -0.108257 -0.0619365 internal_weight=0 8642 175 153 125735 123935 8467 123912 19276 8418 628 1800 8376 555 54 7821 343 133 846 501 603 718 128 95 670 18648 104636 48 18547 7478 101 71931 42 637 32705 1003 74 71905 954 367 259 113 63 31702 239 50 108 49 587 480 460 77 107 42 65 internal_count=134377 8642 175 153 125735 123935 8467 123912 19276 8418 628 1800 8376 555 54 7821 343 133 846 501 603 718 128 95 670 18648 104636 48 18547 7478 101 71931 42 637 32705 1003 74 71905 954 367 259 113 63 31702 239 50 108 49 587 480 460 77 107 42 65 cat_boundaries=0 6 12 18 23 24 25 26 32 33 39 40 43 44 cat_threshold=1081344 393219 12292 423723008 139777 8192 38027264 605028368 148816 1611923456 167809026 555810944 838861312 4384 541082880 2147483648 2 268435456 0 2 4 134217728 139264 1220 18 1077 536871556 7424 1119881217 2156007840 22038528 37765649 1107 25166848 1048576 134217728 0 16781312 570425344 643 4210688 1152 16 2536 is_linear=0 shrinkage=0.01 Tree=58 num_leaves=48 num_cat=11 split_feature=25 3 3 0 0 9 18 25 1 0 12 25 1 1 6 25 24 24 0 0 2 25 3 24 2 2 13 0 2 7 0 2 0 25 24 3 11 3 2 0 3 5 18 24 0 3 0 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38.037500000000009 342.98550000000006 10 202.39050000000006 14.594500000000002 292.11750000000001 decision_type=9 2 2 2 2 2 2 9 2 2 2 9 2 2 2 9 1 1 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 2 6 12 5 7 9 8 20 13 17 16 37 15 -15 -1 18 -10 -6 30 23 28 24 -2 27 -22 31 -18 36 -30 -20 -23 -11 34 39 38 -9 40 -36 45 -4 43 -8 46 -45 -13 -35 right_child=4 -3 3 -5 11 -7 42 21 10 32 -12 33 -14 14 -16 -17 22 -19 19 -21 25 26 -24 -25 -26 -27 -28 -29 29 -31 -32 -33 -34 41 35 -37 -38 -39 -40 -41 -42 -43 -44 44 -46 -47 -48 leaf_value=0.33042701776574762 0.033725575886955975 2.4503615878877185 0.096162407466343469 2.2598202670704235 1.0926649346134878 1.3043816002555517 0.77355627632141111 -0.0074044805929768991 0.36858546887721289 0.59978153705596926 1.1757611558914185 -0.029835728289825576 1.188819944858551 0.16993573354895483 1.2591279333609122 0.076108038167103043 0.13828348444777699 0.061227004714013732 0.11682227458642876 1.1149818740572248 0.6578816251401548 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3.5063000000000004 36.050650000000012 442.27000000000004 10.905000000000003 442.89500000000004 175.33000000000001 223.35100000000003 2 150.01600000000005 25.333500000000004 27.356500000000004 36.895000000000003 106.46850000000002 478.01250000000005 3 4 5 6 7 36.902000000000008 93.857500000000016 8 9 84.052500000000009 364.99000000000007 10 31.946650000000005 172.09050000000002 292.11750000000001 4.432500000000001 193.76175000000003 78.83750000000002 293.03820000000002 11 4.6354500000000005 144.82000000000002 650.90000000000009 545.08500000000015 483.18750000000006 202.39050000000006 650.90000000000009 16.475000000000005 292.11750000000001 decision_type=9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 9 1 1 9 2 2 9 9 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 4 3 33 8 11 7 15 13 16 -11 -6 -12 24 28 18 37 -18 26 -20 35 22 42 -21 25 -1 27 -2 30 31 40 32 -30 -3 -26 41 -28 -10 39 -32 44 -17 51 -33 -8 47 -15 -35 -44 -13 -40 -16 right_child=6 2 -4 -5 5 -7 14 -9 9 10 12 49 -14 46 21 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21022720 37749440 1536 6144 543162368 36 16777216 268435456 2088 2838 is_linear=0 shrinkage=0.01 Tree=61 num_leaves=53 num_cat=10 split_feature=25 5 9 1 0 7 25 9 1 1 0 0 4 0 0 0 24 26 5 0 25 24 2 2 1 9 26 24 11 5 25 13 1 25 23 1 7 9 25 23 1 24 12 26 11 5 0 5 1 0 23 26 split_gain=1.43823e+06 911366 1.53783e+06 736085 406138 433766 321130 327956 265159 262299 261635 230923 222915 163645 130615 151515 108337 99273.3 95892.3 96881.6 86852.1 297734 80633.6 125642 78007 120064 77906.8 75590.6 74693.5 70312.3 67401.2 56023.9 58581.8 51832.8 46896.5 44402.1 42939.7 42333 39523.4 33646.9 33158.6 28318.9 27065.3 26569 23045.8 19991.4 15555 14659.3 9179.21 5671.97 4000.46 40.8459 threshold=0 172.35100000000003 180.65300000000005 166.69750000000002 8.0855000000000015 234.29475000000005 1 797.90800000000002 438.37500000000006 398.24814000000003 11.341500000000002 52.172250000000012 150.01600000000005 175.33000000000001 25.333500000000004 27.356500000000004 2 2022.5000000000002 106.46850000000002 478.01250000000005 3 4 255.16525000000004 293.03820000000002 36.902000000000008 75.020000000000024 2022.5000000000002 5 650.90000000000009 97.190000000000012 6 25.0213 113.87250000000002 7 4.432500000000001 650.90000000000009 11.341500000000002 146.07500000000002 8 78.83750000000002 789.60480000000007 9 123.63700000000001 2022.5000000000002 250.05000000000004 192.26595000000003 202.39050000000006 223.76500000000001 650.90000000000009 292.11750000000001 16.475000000000005 2022.5000000000002 decision_type=9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 9 1 2 2 2 2 2 1 2 2 9 2 2 9 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 11 8 10 7 9 20 14 -6 27 16 24 22 -16 -12 48 19 41 21 26 29 -24 33 31 -1 47 36 -2 -17 38 -33 39 44 -19 -22 -27 -26 42 43 49 -8 -10 -35 -29 -43 -3 -11 -15 -36 -23 right_child=6 2 -4 -5 5 -7 13 -9 40 17 12 -13 -14 18 15 30 -18 35 -20 -21 28 51 23 -25 25 37 -28 45 -30 -31 -32 32 -34 34 50 -37 -38 -39 -40 -41 -42 46 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 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internal_weight=0 8225 288 266 7937 799 125969 21849 7138 21827 776 240 755 104120 21730 1186 717 97 292 269 7068 271 20544 142 103828 1733 113 217 6797 20402 1154 1693 72 102095 71344 46 6777 40 1621 30751 70 232 30731 49 71282 112 117 105 51 115 62 158 internal_count=134194 8225 288 266 7937 799 125969 21849 7138 21827 776 240 755 104120 21730 1186 717 97 292 269 7068 271 20544 142 103828 1733 113 217 6797 20402 1154 1693 72 102095 71344 46 6777 40 1621 30751 70 232 30731 49 71282 112 117 105 51 115 62 158 cat_boundaries=0 6 12 13 18 19 20 25 31 36 37 cat_threshold=2147516416 131074 4096 285311104 33694275 8192 38027264 67372288 33834324 2697723904 134221824 553730097 858 0 2 0 16842752 139264 1444 1420 33554432 256 17664 0 4096 536871808 537925632 1220675713 1209143328 20989952 37749440 268436996 1052704 134217728 36 16777216 2838 is_linear=0 shrinkage=0.01 Tree=62 num_leaves=31 num_cat=2 split_feature=0 4 9 3 1 5 3 1 2 24 0 7 5 1 5 24 1 13 2 26 1 4 1 1 11 0 1 26 1 1 split_gain=1.14162e+06 1.56067e+06 664338 613310 533495 373488 823596 498701 340678 262308 214490 198377 195370 135350 261306 122105 111268 102231 97275.1 90711.8 83595.4 77589 60300 58476.3 41442.8 30826 17811.7 15217.7 11971.3 8444.97 threshold=213.3887 337.69674000000003 1037.4750000000001 400.30000000000007 398.24814000000003 192.26595000000003 316.16700000000009 161.54175000000006 155.87100000000004 0 25.333500000000004 260.88220000000007 52.246250000000011 46.726464000000014 80.262500000000017 1 177.74775000000002 189.08000000000001 48.007500000000007 2022.5000000000002 139.89200000000002 67.27000000000001 481.77300000000008 650.90000000000009 1.9026000000000003 362.49400000000003 3.5892105000000005 2022.5000000000002 650.90000000000009 650.90000000000009 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 12 5 10 7 18 9 19 13 17 15 21 -15 26 24 -12 -7 23 25 -1 -11 -6 -17 -14 27 -2 -21 -24 right_child=1 -3 -4 -5 8 6 -8 -9 -10 22 11 -13 20 14 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0.247033 0.177408 0.459013 0.350156 -0.00449119 0.0705561 0.262206 -0.0066471 0.0740796 0.207055 0.280304 0.065161 0.117079 0.702964 0.756271 -0.00794817 0.0229281 1.06263 0.243196 0.544952 -0.0459407 0.0102438 0.459778 -0.106033 internal_weight=0 758 133436 737 133412 133162 593 573 250 230 132569 3702 717 128867 2044 645 493 3682 550 100 72 126823 130 52 456 52 152 117 48 95 internal_count=134194 758 133436 737 133412 133162 593 573 250 230 132569 3702 717 128867 2044 645 493 3682 550 100 72 126823 130 52 456 52 152 117 48 95 cat_boundaries=0 1 2 cat_threshold=61 161 is_linear=0 shrinkage=0.01 Tree=63 num_leaves=49 num_cat=8 split_feature=25 3 2 7 6 0 25 9 1 1 24 0 3 0 0 0 26 1 0 0 0 0 25 0 2 2 1 9 2 24 25 3 3 13 25 3 23 1 9 23 3 7 24 3 3 6 1 23 split_gain=1.40223e+06 962536 2.09743e+06 544087 415684 318683 312809 315593 252836 195414 288501 386680 158569 156613 124782 148821 96410.9 91895.4 108806 88618 84850.8 328638 84153.7 83822.8 78805.9 122959 74681.3 116822 72454.4 69509.9 66097 62526.4 57357.1 54068.5 50661.6 49638.2 45954.1 42858.8 41809.7 32973.5 27761.8 26077.3 26020.3 23360 12981.5 10728.7 9140.94 3919.04 threshold=0 293.03820000000002 155.87100000000004 5.6142500000000011 442.89500000000004 782.62500000000011 1 797.90800000000002 398.24814000000003 43.772500000000008 2 26.940999999999999 544.35000000000002 175.33000000000001 25.333500000000004 27.356500000000004 2022.5000000000002 177.74775000000002 478.01250000000005 332.39451000000003 8.0855000000000015 11.341500000000002 3 39.544300000000007 255.16525000000004 293.03820000000002 36.902000000000008 75.020000000000024 74.402200000000008 4 5 108.21050000000001 364.99000000000007 53.920000000000009 6 212.70000000000005 4.432500000000001 650.90000000000009 146.07500000000002 78.83750000000002 442.27000000000004 54.567500000000003 7 35.375000000000007 782.62500000000011 545.08500000000015 650.90000000000009 16.475000000000005 decision_type=9 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 9 2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 4 3 12 5 9 7 8 14 20 11 -11 32 26 24 -16 46 18 28 -12 22 -22 -1 45 29 -26 34 31 42 -2 -17 33 -3 -28 39 -33 43 -18 -29 41 -34 -8 -15 -36 -14 -6 -10 -38 right_child=6 2 -4 -5 23 -7 13 -9 16 10 19 -13 44 17 15 30 37 -19 -20 -21 21 -23 -24 -25 25 -27 27 38 -30 -31 -32 35 40 -35 36 -37 47 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 leaf_value=0.26145951650540034 0.037023894200398262 0.83000792273159696 3.9282657175064091 1.9832039155960084 0.44926655633108958 1.1161955248924995 -0.0078804998715851539 1.2232423634962601 0.94575998814900719 0.50777315092675479 0.13114768332549345 2.060443682193756 -0.10389623961665415 0.13149951038882138 0.79508083477616309 0.15770196546078508 0.52119029255753213 0.79552537689208991 0.68122570119585302 0.79650138037545348 1.4278288259960357 0.15543088659582854 0.06949221310218115 1.3648087459518796 0.88824572639465327 0.11563477852915087 0.015898136086480396 0.90640480351448061 0.61580148220062259 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0.0168952 0.251658 -0.0161418 0.0489538 0.083083 0.0152612 0.103734 0.0363336 0.486321 0.0248875 -0.0172468 0.358996 -0.0218747 0.202378 0.583103 -0.00651846 0.254532 -0.00678443 0.0244585 -0.0221146 -0.275662 0.632299 0.833749 0.250253 internal_weight=0 8225 156 136 8069 7987 125969 21849 21827 7956 550 101 116 104120 21730 1186 97 292 267 449 7406 629 6777 82 20544 142 103828 1733 232 20402 1154 1693 72 1635 102095 58 71308 46 40 30787 43 30767 209 71246 44 61 51 62 internal_count=134194 8225 156 136 8069 7987 125969 21849 21827 7956 550 101 116 104120 21730 1186 97 292 267 449 7406 629 6777 82 20544 142 103828 1733 232 20402 1154 1693 72 1635 102095 58 71308 46 40 30787 43 30767 209 71246 44 61 51 62 cat_boundaries=0 6 12 13 18 19 24 30 31 cat_threshold=2147516416 131074 4096 285311104 33694275 8192 38027264 67372288 33834324 2697723904 134221824 553730097 11 0 2 0 16777216 139264 1137 33554432 256 17664 0 4096 536871808 537925632 1220675713 1209143328 20989952 37753536 2838 is_linear=0 shrinkage=0.01 Tree=64 num_leaves=51 num_cat=9 split_feature=25 3 5 1 5 1 25 9 6 1 0 6 0 0 24 0 0 3 5 0 1 25 5 1 1 9 24 25 3 1 13 25 3 9 6 24 12 3 11 5 7 12 25 0 0 3 5 3 1 3 split_gain=1.37441e+06 943372 2.28462e+06 744632 411109 556032 306596 309312 298357 247804 246807 302293 675206 153519 132259 122329 145853 120560 90479.9 92945.3 88146.3 83428.8 73256.4 292861 73195.2 114498 67340 64799 61282.2 59027.4 52992.5 49653.4 48650.4 40977.7 29722.3 27181.3 25409.7 24412.2 57933.8 23287.7 22971.3 21226.9 16151.6 15248.1 5631.22 5096.12 4444.63 1517.78 595.568 44.5411 threshold=0 293.03820000000002 139.25250000000003 25.371000000000002 366.02500000000003 5.6142500000000011 1 797.90800000000002 442.89500000000004 398.24814000000003 8.0855000000000015 3.5063000000000004 36.050650000000012 175.33000000000001 2 25.333500000000004 27.356500000000004 442.27000000000004 106.46850000000002 478.01250000000005 543.20000000000016 3 97.190000000000012 96.020000000000024 36.902000000000008 75.020000000000024 4 5 108.21050000000001 650.90000000000009 53.920000000000009 6 212.70000000000005 146.07500000000002 650.90000000000009 7 123.63700000000001 35.375000000000007 17.072888500000001 483.07500000000005 54.567500000000003 213.3887 8 202.39050000000006 292.11750000000001 782.62500000000011 650.90000000000009 544.35000000000002 481.77300000000008 336.88000000000005 decision_type=9 2 2 2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 1 9 2 2 2 9 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 4 3 17 8 39 7 9 10 15 20 14 -13 24 -12 22 -17 49 19 35 21 -1 26 -24 31 28 -2 -18 30 48 -26 36 -30 -27 -10 44 40 42 -39 -6 -8 -38 -33 -37 -15 47 -41 -19 -11 -3 right_child=6 2 -4 -5 5 -7 13 -9 34 29 11 12 -14 18 -16 16 27 45 -20 -21 -22 -23 23 -25 25 33 -28 -29 32 -31 -32 37 -34 -35 -36 43 41 38 -40 46 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 leaf_value=0.2588429419199626 0.03237016747292723 0.49933768181573779 4.0512639312744145 2.213494142651558 0.13670472392329464 2.2257778129577637 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1596 20 10082 399 34 45 39 11374 24 20 39 29 52 665 42 26 425 68 59227 88 33 22 37 23 29 30 leaf_count=230 10072 21 20 20 27 20 30242 22 39 23 284 25 72 82 403 32 755 20 23 37 43 6824 363 27 1596 20 10082 399 34 45 39 11374 24 20 39 29 52 665 42 26 425 68 59227 88 33 22 37 23 29 30 internal_value=0 0.125157 0.89554 0.431463 0.110418 0.717575 -0.00818814 0.0258611 0.102026 0.0246784 0.0959352 0.264306 0.786881 -0.015335 0.190522 0.0224272 0.121177 0.124216 0.213634 0.162162 0.0773354 0.0745838 0.0167264 0.152473 -0.0159804 0.0484643 0.0140996 0.10271 0.0359703 0.528993 0.0246386 -0.0170743 0.355406 0.577271 0.717462 0.0879294 -0.00645327 -0.021656 0.0368106 0.382419 -0.00702366 0.138776 -0.0222445 -0.0247487 0.188342 -0.161346 0.487725 -0.0980114 0.758473 0.488168 internal_weight=0 8225 156 136 8069 110 125969 21849 7959 21827 7881 784 97 104120 687 21730 1186 116 292 269 7097 7054 20544 390 103828 1733 20154 1154 1693 97 1635 102095 58 40 78 232 30787 71308 707 90 30667 120 70601 117 115 65 63 43 52 51 internal_count=134194 8225 156 136 8069 110 125969 21849 7959 21827 7881 784 97 104120 687 21730 1186 116 292 269 7097 7054 20544 390 103828 1733 20154 1154 1693 97 1635 102095 58 40 78 232 30787 71308 707 90 30667 120 70601 117 115 65 63 43 52 51 cat_boundaries=0 6 12 13 18 19 24 30 31 37 cat_threshold=2147516416 131074 4096 285311104 33694275 8192 38027264 67372288 33834324 2697723904 134221824 553730097 2213 0 2 0 16777216 139264 1139 33554432 256 17664 0 4096 536871808 537925632 1220675713 1209143328 20989952 37753536 2838 1142032394 1212792833 2164367872 16393 3221225504 1036 is_linear=0 shrinkage=0.01 Tree=65 num_leaves=53 num_cat=14 split_feature=25 3 1 3 0 24 0 0 3 12 1 15 25 26 1 18 7 26 25 24 0 25 23 25 1 26 1 3 13 24 1 26 25 25 25 0 7 3 1 3 1 23 0 0 0 26 0 25 24 24 0 0 split_gain=1.17708e+06 966486 812818 776010 435984 442664 469051 314308 315625 223303 156927 312727 150932 166319 146695 174279 166523 139518 137413 160809 136129 134826 129144 116498 116388 103011 96005.3 88010.6 81334.4 70936.2 59730.6 72348 54252.3 47550.2 47512.7 46802.6 44187.1 38656.3 30367 45195.3 24381.8 23584.1 15394.9 9036.84 10391.4 13254.5 8394.71 7647.04 8947.57 6729.86 1380.69 1122.22 threshold=0 1048.2900000000002 438.37500000000006 9.3117500000000017 213.3887 1 478.01250000000005 65.08550000000001 25.511000000000006 9.3870000000000022 40.336500000000008 79.720000000000013 2 2022.5000000000002 11.940750000000001 475.19100000000009 294.25100000000003 2022.5000000000002 3 4 292.11750000000001 5 219.08740500000002 6 92.530000000000015 2022.5000000000002 161.54175000000006 150.51452500000002 68.145500000000013 7 543.20000000000016 2022.5000000000002 8 9 10 25.333500000000004 58.528500000000001 255.16525000000004 29.184500000000003 78.765000000000015 177.74775000000002 0.90965000000000018 478.01250000000005 175.33000000000001 430.17000000000002 2022.5000000000002 43.772500000000008 11 12 13 311.36400000000009 77.552000000000007 decision_type=9 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 9 1 2 9 2 9 2 2 2 2 2 1 2 2 9 9 9 2 2 2 2 2 2 2 2 2 2 2 2 9 1 1 2 2 left_child=1 2 4 30 12 6 17 10 18 26 22 21 13 -1 15 -14 -16 -6 19 20 33 28 23 27 29 -22 38 35 32 -7 -4 -32 -12 -9 36 -2 -25 -29 39 -10 42 -36 -21 47 50 -46 49 51 -49 -23 -45 -20 right_child=7 -3 3 -5 5 24 -8 8 9 -11 11 -13 14 -15 16 -17 -18 -19 43 40 25 46 -24 34 -26 -27 -28 37 -30 -31 31 -33 -34 -35 41 -37 -38 -39 -40 -41 -42 -43 -44 44 45 -47 -48 48 -50 -51 -52 -53 leaf_value=0.074070303528397177 0.0058920236804646201 2.0127324661841759 0.080372420672712649 2.3401220784868513 0.095911899734945863 0.24443920963306409 1.9861337549546187 0.44625763437964699 0.11117355475823085 1.3057984018325806 0.337609483737212 1.319334795355797 0.051630083599155371 0.8626187804959855 0.15383729763174517 0.98588016799092293 0.9635615451519306 0.97231771249037524 0.0015724290650466395 0.038377950510888728 0.43569242931547619 0.012357257026239391 0.77026298318590436 -0.0089607338530175214 0.78062419714751075 1.4384791314601899 1.0072424721717834 0.3932371357882895 0.73341894512591155 -0.1080583260282203 0.91433563293554843 0.29704916438540901 0.10126402786690486 0.11658253677129747 -0.022851751332838437 0.136514424690209 0.10218772567232341 0.090624480302306423 -0.023047123037535568 0.56258043660762458 0.37888107991218567 0.13565174756928328 -0.24290178457895917 -0.076086946653597276 0.19384809270049588 -0.1049091512185556 0.15395861035143887 -0.012593771331187146 0.075860151702707462 -0.043099223379856555 -0.13920279847814682 -0.06949800604895541 leaf_weight=54 16303 26 29 28 34 112 34 100 42 31 107 20 12207 53 1097 20 26 39 29 265 21 327 21 29940 27 20 20 82 23 101 39 37 866 115 69683 279 362 87 29 47 20 94 21 132 33 27 27 203 254 647 47 95 leaf_count=54 16303 26 29 28 34 112 34 100 42 31 107 20 12207 53 1097 20 26 39 29 265 21 327 21 29940 27 20 20 82 23 101 39 37 866 115 69683 279 362 87 29 47 20 94 21 132 33 27 27 203 254 647 47 95 internal_value=0 0.0864486 0.082917 0.860933 0.0754209 0.4254 0.929145 -0.0105119 0.130922 0.538857 -0.0123583 0.0750957 0.0663964 0.424945 0.063157 0.0531583 0.172584 0.564129 0.0810372 0.199698 0.381881 0.0626346 -0.0138678 -0.0140088 0.155616 0.924857 0.366573 0.0103976 0.144211 0.0836953 0.466483 0.613815 0.131765 0.296098 -0.0180931 0.00808981 -0.00763039 0.237454 0.257985 0.349557 0.0400216 -0.022635 0.0177245 -0.00269117 -0.0544836 0.0594073 -0.0197774 0.0185678 0.0371405 -0.0247965 -0.0926593 -0.0489307 internal_weight=0 13963 13937 133 13804 347 107 120419 1551 169 118868 2017 13457 107 13350 12227 1123 73 1382 562 256 1997 116851 116830 240 41 138 16751 996 213 105 76 973 215 100079 16582 30302 169 118 89 306 69777 286 820 239 60 1001 581 457 974 179 124 internal_count=134382 13963 13937 133 13804 347 107 120419 1551 169 118868 2017 13457 107 13350 12227 1123 73 1382 562 256 1997 116851 116830 240 41 138 16751 996 213 105 76 973 215 100079 16582 30302 169 118 89 306 69777 286 820 239 60 1001 581 457 974 179 124 cat_boundaries=0 6 7 12 18 19 25 31 32 34 37 43 49 50 51 cat_threshold=2148564992 67502083 28740 272662656 33693763 2105376 1856 0 2 0 0 8192 805324288 5152 138413312 0 0 805306368 3154 843073028 537920896 134218752 4 16793600 536870912 38027392 2320 396304 2694578176 138465280 557925008 180 4210688 537919488 536871424 32 1024 536871444 537990208 1249902977 134418724 16777216 33689601 0 268435840 2065 0 16384 16 2226 209 is_linear=0 shrinkage=0.01 Tree=66 num_leaves=30 num_cat=1 split_feature=0 3 1 5 5 9 2 0 2 3 1 7 18 24 0 6 19 2 5 26 18 1 13 5 8 0 26 2 0 split_gain=1.09647e+06 1.29188e+06 595213 704553 443827 306318 282490 281691 455611 305522 268550 255021 200516 179807 262370 157325 154900 149531 144828 134621 122894 107458 93635.2 71938.2 63444.6 61105.1 36161.8 30735.5 13141.3 threshold=213.3887 400.30000000000007 172.67400000000001 174.86250000000004 54.652568500000008 1037.4750000000001 482.16800000000006 25.333500000000004 440.18000000000006 1048.2900000000002 213.87530000000001 276.13500000000005 27.583650000000006 0 362.49400000000003 154.71740000000003 14.566250000000002 48.007500000000007 29.979750000000006 2022.5000000000002 475.19100000000009 1066.3056000000001 68.145500000000013 254.97775000000004 9.3037500000000026 255.30450000000005 2022.5000000000002 65.05725000000001 292.11750000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 5 6 12 7 16 9 11 17 24 15 13 14 28 -9 21 20 -19 -16 -1 22 -4 -5 -6 26 -15 -27 -2 right_child=1 -3 3 23 10 -7 -8 8 -10 -11 -12 -13 -14 25 19 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 leaf_value=-0.0086896801349361993 0.053775125783065272 2.8255496506463915 0.094763481928782325 1.0932758785429455 0.90558062833898212 1.1497135593580163 1.3700772109031678 0.058318033011412654 1.5870447428226471 1.0021555767059325 1.9330080057227093 1.1470209169387817 1.211398324728012 0.47907258050782342 0.56008804849676186 0.55853833310306078 1.0344039669036866 0.050757903146937643 0.34640030976158481 1.4458251261711121 0.56771436620402982 0.72870367622375487 0.69521900494893385 1.9115388536453248 0.1957743597663939 0.0014353537300746597 0.11464933340279561 0.29476280546188355 0.32804302940368651 leaf_weight=126896 58 21 681 21 34 23 20 3575 20 30 23 22 20 56 37 64 20 1960 181 32 37 30 27 22 20 334 53 40 25 leaf_count=126896 58 21 681 21 34 23 20 3575 20 30 23 22 20 56 37 64 20 1960 181 32 37 30 27 22 20 334 53 40 25 internal_value=0 0.380097 -0.00257063 0.265857 0.309941 -0.00423001 0.196987 -0.00442989 0.081828 -0.00688926 1.02811 0.073605 0.225515 0.194463 0.483393 0.0671155 0.166034 -0.00712379 0.0757515 0.970865 -0.00852166 0.142501 0.117662 1.51192 0.642689 0.0916316 0.301876 0.0328073 0.136386 internal_weight=0 753 133629 821 732 132808 778 132785 3681 129104 77 3661 655 635 152 3639 758 129074 2141 69 126933 738 708 43 54 483 109 374 83 internal_count=134382 753 133629 821 732 132808 778 132785 3681 129104 77 3661 655 635 152 3639 758 129074 2141 69 126933 738 708 43 54 483 109 374 83 cat_boundaries=0 1 cat_threshold=1344 is_linear=0 shrinkage=0.01 Tree=67 num_leaves=37 num_cat=6 split_feature=25 3 1 3 2 9 4 1 18 5 7 3 9 25 23 25 1 25 25 1 5 2 1 26 3 3 3 2 7 25 3 5 2 3 2 3 split_gain=1.14676e+06 936506 786634 757267 373927 463367 258479 229493 274935 235581 180048 165972 585129 156279 134760 121142 119339 117840 66104.5 63742.1 115116 61865 58106.7 71420.8 55381.6 50143.3 79469.9 24011.2 21838.8 15576.6 14938.6 9374.01 10820.9 2634.66 141.215 57.0498 threshold=0 1048.2900000000002 438.37500000000006 9.3117500000000017 223.35100000000003 108.44300000000003 1048.2900000000002 46.726464000000014 475.19100000000009 293.27220000000005 294.25100000000003 186.50375000000003 127.76250000000002 1 242.15000000000003 2 77.943750000000009 3 4 44.610000000000007 97.190000000000012 12.567000000000002 543.20000000000016 2022.5000000000002 11.040900000000002 242.64500000000001 483.18750000000006 440.18000000000006 90.730000000000018 5 223.76500000000001 27.234500000000004 482.16800000000006 650.90000000000009 335.81400000000008 199.86000000000004 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 9 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 6 22 11 16 7 8 13 10 -9 14 15 -1 17 25 24 19 21 28 -21 -19 -4 -24 31 -13 -27 -18 -2 -20 35 32 -6 -32 -26 -17 right_child=4 -3 3 -5 5 -7 -8 9 -10 -11 -12 12 -14 -15 -16 30 27 18 29 20 -22 -23 23 -25 34 26 -28 -29 -30 -31 33 -33 -34 -35 -36 -37 leaf_value=0.42709106239779249 0.0057128788408107875 1.981504399226262 0.076754620979572169 2.3084535339900429 0.093192641467233259 1.6606849507490793 1.1113639497756957 0.18472801511718004 1.1552067566954571 1.2864031882513138 1.103232277956876 0.72200635797837209 1.8653460078239443 0.057525029049056854 0.80883193206787118 0.13838539123535157 0.84625508681933082 -0.009716203605941694 -0.018305748248654625 0.081760751156978423 0.76180788957155676 0.047321629624623426 0.90148467663006915 0.28816615413975072 0.45875539213418959 0.040811284539103508 0.78665950345993041 0.39893732285499572 0.10016049218153761 -0.028746339367089924 -0.052037225754030296 0.2803769431114197 -0.07964230550730482 -0.15302583079184257 0.49633394908905032 0.11674308365788953 leaf_weight=106 19093 26 29 28 158 24 24 713 23 21 22 34 20 12895 20 21 30 40207 28942 584 26 1996 39 37 20 50 20 20 248 28604 155 20 47 31 20 29 leaf_count=106 19093 26 29 28 158 24 24 713 23 21 22 34 20 12895 20 21 30 40207 28942 584 26 1996 39 37 20 50 20 20 248 28604 155 20 47 31 20 29 internal_value=0 0.085332 0.0818558 0.847238 -0.0103718 0.321279 0.0744815 0.0726756 0.0628434 0.242059 0.212221 -0.011309 0.203086 0.0609109 -0.0119537 0.105306 0.219228 -0.0120908 -0.0165272 0.0100932 0.110746 -0.00701692 0.45758 0.602895 0.134681 0.371245 0.253911 0.667328 0.00692393 -0.0234995 -0.0264956 0.0737279 0.0535671 -0.0688687 0.477545 0.125833 internal_weight=0 13963 13937 133 120419 339 13804 13780 13024 756 735 120080 360 13001 119720 340 315 119700 99749 19951 610 42203 105 76 265 104 70 50 19341 57546 236 225 205 186 40 50 internal_count=134382 13963 13937 133 120419 339 13804 13780 13024 756 735 120080 360 13001 119720 340 315 119700 99749 19951 610 42203 105 76 265 104 70 50 19341 57546 236 225 205 186 40 50 cat_boundaries=0 6 11 17 23 29 35 cat_threshold=2148564992 67502083 28740 272662656 33693763 2105376 0 2 0 0 8192 33554944 4096 1024 0 0 536870912 38027264 537922832 394640 547094532 134270976 557924368 545261204 70208 176162817 2147619104 20971520 302127809 287387649 276832420 1616904194 136381954 537462024 1048576 is_linear=0 shrinkage=0.01 Tree=68 num_leaves=40 num_cat=7 split_feature=25 3 1 3 0 2 9 25 2 0 6 0 6 25 26 1 5 23 3 1 1 15 25 25 13 0 25 17 1 26 3 2 0 0 25 5 2 0 2 split_gain=1.12403e+06 917866 770972 742197 418915 366486 454146 235775 220333 197459 251440 181449 179413 145118 162761 138745 320363 135285 123036 116964 113790 231071 119750 107508 93273.6 76130 72253.8 67898.8 56950.4 69999.6 54279.5 23533.4 21738.7 21407.3 11869.8 9187.46 10605.6 4626.49 138.405 threshold=0 1048.2900000000002 438.37500000000006 9.3117500000000017 213.3887 223.35100000000003 108.44300000000003 1 161.35500000000005 25.333500000000004 148.64250000000004 782.62500000000011 225.07500000000002 2 2022.5000000000002 11.940750000000001 336.69250000000005 232.65000000000001 199.86000000000004 77.943750000000009 39.541800000000002 68.343450000000004 3 4 557.40000000000009 332.39451000000003 5 26.719400000000004 543.20000000000016 2022.5000000000002 11.040900000000002 440.18000000000006 126.55500000000002 243.58000000000001 6 27.234500000000004 482.16800000000006 539.75000000000011 335.81400000000008 decision_type=9 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 9 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 4 28 13 9 19 8 11 17 18 -6 -12 14 -1 27 -17 20 23 30 24 22 -22 25 26 -11 -2 -15 -4 -30 35 -21 -20 -9 -25 36 -7 -35 -32 right_child=5 -3 3 -5 7 6 -8 33 -10 10 12 -13 -14 15 -16 16 -18 -19 32 31 21 -23 -24 34 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20 20 20 60 865 20 47 29 20 leaf_count=54 10777 26 29 28 187 158 24 22 22 1476 23 27 30 11941 53 1103 20 20 22 30 763 20 1061 821 22 70 104090 286 39 37 20 20 20 60 865 20 47 29 20 internal_value=0 0.0844821 0.0810408 0.838765 0.0737402 -0.0102682 0.318066 0.4168 0.58383 -0.0111959 0.0647686 0.510599 0.748039 0.0648941 0.416462 0.0617181 0.168139 -0.0133606 0.0537078 0.217036 -0.0135015 0.0644301 0.0527083 0.0467195 -0.0147523 0.106581 -0.014877 0.0519942 0.453005 0.596866 0.133335 0.660655 0.591468 0.00832715 -0.0087516 0.0729907 0.0530314 -0.0599683 0.472769 internal_weight=0 13963 13937 133 13804 120419 339 347 236 120080 3327 214 53 13457 107 13350 1123 116753 3274 315 116733 1844 1824 3232 114889 1546 114867 12227 105 76 265 50 42 111 1686 225 205 89 40 internal_count=134382 13963 13937 133 13804 120419 339 347 236 120080 3327 214 53 13457 107 13350 1123 116753 3274 315 116733 1844 1824 3232 114889 1546 114867 12227 105 76 265 50 42 111 1686 225 205 89 40 cat_boundaries=0 6 9 14 20 26 32 38 cat_threshold=2148564992 67502083 28740 272662656 33693763 2105376 32768 131072 20480 0 2 0 0 8192 574637572 537920640 1024 4 16777216 536870912 813696512 1049088 675284224 131076 16777216 805306368 4472960 3344 395280 2694643712 138432512 557925009 50348032 301995296 2097152 32 328960 33556480 is_linear=0 shrinkage=0.01 Tree=69 num_leaves=38 num_cat=7 split_feature=25 3 1 3 0 24 0 2 9 0 6 6 25 26 26 1 5 18 23 3 18 1 1 15 25 1 17 13 25 25 24 5 1 26 3 0 2 split_gain=1.10166e+06 899600 755630 727428 410579 431612 454880 359193 445109 193527 246437 175843 142230 159522 136687 135984 313988 164850 132593 120588 118064 114713 111546 226469 117397 111379 99117.8 91417.4 80369.5 70816.5 70096.9 61118.7 55817.1 68606.6 28574.6 21306.1 19391.2 threshold=0 1048.2900000000002 438.37500000000006 9.3117500000000017 213.3887 1 478.01250000000005 223.35100000000003 108.44300000000003 25.333500000000004 148.64250000000004 225.07500000000002 2 2022.5000000000002 2022.5000000000002 11.940750000000001 336.69250000000005 475.19100000000009 232.65000000000001 199.86000000000004 3.5235000000000007 187.26000000000002 39.541800000000002 68.343450000000004 3 92.530000000000015 0.57500000000000007 557.40000000000009 4 5 6 47.856750000000012 543.20000000000016 2022.5000000000002 11.040900000000002 126.55500000000002 440.18000000000006 decision_type=9 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 9 1 2 2 2 2 2 2 left_child=1 2 4 32 12 6 14 9 21 18 19 -12 13 -1 -6 17 -17 -14 22 20 28 31 27 24 -24 30 -22 29 -11 -2 -7 34 -4 -34 36 -21 -9 right_child=7 -3 3 -5 5 25 -8 8 -10 10 11 -13 15 -15 -16 16 -18 -19 -20 35 26 -23 23 -25 -26 -27 -28 -29 -30 -31 -32 -33 33 -35 -36 -37 -38 leaf_value=0.068305511827822088 0.0096714727074126115 1.9420723562974198 0.075227207973085602 2.262515288761684 0.086411749054403866 0.23651465248377598 1.9502116365993722 0.12923856675245202 1.6276373215516409 0.080370201741676445 1.3983993563444719 0.23621402517954507 0.04998804336279921 0.84057258533981616 0.9538788445790608 0.14394125400798383 1.4082217073440553 0.95861339652538302 0.80093077170848848 0.37080394211140544 0.65192525117543709 0.85109508642783538 0.14575643365347293 1.122124433040619 -0.016319417482386338 0.75813755671183269 -0.093134000851557805 0.62995247721672054 -0.021408307826085524 -0.017253787455917335 -0.11340197211987263 0.60162352221352711 0.8835451331199744 0.28243165402799042 0.37157845168477965 0.82177692294120785 -0.072918668950305271 leaf_weight=54 10777 26 29 28 34 112 34 157 24 1784 23 30 12207 53 39 1103 20 20 20 22 57 26 763 20 1061 27 26 22 1365 104090 101 28 39 37 36 20 68 leaf_count=54 10777 26 29 28 34 112 34 157 24 1784 23 30 12207 53 39 1103 20 20 20 22 57 26 763 20 1061 27 26 22 1365 104090 101 28 39 37 36 20 68 internal_value=0 0.0836373 0.0802304 0.830378 0.0730028 0.412632 0.909799 -0.0101654 0.314885 -0.0110839 0.0641205 0.740559 0.0642451 0.412298 0.549853 0.0611009 0.166457 0.0514743 -0.0132269 0.0531702 0.0462518 0.214866 -0.0133664 0.0637929 0.0521884 0.146948 0.418533 -0.0146048 0.0364394 -0.0147283 0.0763717 0.157627 0.448474 0.590898 0.109995 0.585553 0.0681422 internal_weight=0 13963 13937 133 13804 347 107 120419 339 120080 3327 53 13457 107 73 13350 1123 12227 116753 3274 3232 315 116733 1844 1824 240 83 114889 3149 114867 213 289 105 76 261 42 225 internal_count=134382 13963 13937 133 13804 347 107 120419 339 120080 3327 53 13457 107 73 13350 1123 12227 116753 3274 3232 315 116733 1844 1824 240 83 114889 3149 114867 213 289 105 76 261 42 225 cat_boundaries=0 6 7 12 18 24 30 31 cat_threshold=2148564992 67502083 28740 272662656 33693763 2105376 1856 0 2 0 0 8192 574637572 537920640 1024 4 16777216 536870912 864028160 269489664 675284224 131108 17039616 805306368 4472960 3344 395280 2694643712 138432512 557925009 180 is_linear=0 shrinkage=0.01 Tree=70 num_leaves=53 num_cat=10 split_feature=25 3 2 26 5 4 3 25 12 25 18 7 2 25 2 3 5 5 3 25 5 5 2 25 4 2 2 8 26 7 11 26 13 4 24 12 12 3 8 25 4 5 25 24 3 3 2 8 2 2 26 2 split_gain=1.14881e+06 928731 596247 533757 438329 287393 245106 244803 262166 200649 163943 129126 118246 145780 108536 101027 91957.3 82754 88690.9 69712.6 63632.4 59270.7 54877.2 54464.8 43499.5 37586.6 37316.7 58269.6 36479.1 35968.7 35799.8 31702.7 30928.6 28478.2 26771.4 25467.5 37088.2 24431.8 23614.4 20497.9 15400.4 11788.8 11383.8 13785.5 10263.7 11438.8 7256.76 6939.59 3132.57 1647.24 863.729 286.144 threshold=0 782.62500000000011 1048.2900000000002 2022.5000000000002 316.16700000000009 144.67106000000004 74.412199999999999 1 30.553500000000003 2 475.19100000000009 195.61750000000004 121.92880000000001 3 101.59950000000002 242.64500000000001 5.4234850000000003 401.66700000000003 8.3632500000000025 4 2.0565000000000002 366.02500000000003 26.039500000000004 5 274.90450000000004 255.16525000000004 39.505000000000003 80.864750000000029 2022.5000000000002 97.492500000000007 223.35100000000003 2022.5000000000002 214.32000000000002 441.87500000000006 6 174.97500000000002 233.17500000000004 127.48600000000002 296.0025 7 8.8992000000000022 139.25250000000003 8 9 108.21050000000001 161.49750000000009 150.48552500000002 9.7517500000000013 364.63500000000005 440.18000000000006 2022.5000000000002 200.46000000000004 decision_type=9 2 2 2 2 2 2 9 2 9 2 2 2 9 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 9 17 12 8 14 31 11 -11 19 16 15 40 25 21 -19 24 29 -6 44 26 35 50 30 -28 -27 34 -21 -1 39 -26 37 38 -37 -9 -2 -25 -8 -24 49 46 -22 -46 -44 -36 -45 51 -14 -15 right_child=6 3 -4 -5 5 -7 7 20 -10 10 -12 -13 13 42 -16 -17 -18 18 -20 23 22 -23 41 32 33 28 27 -29 -30 -31 -32 -33 -34 -35 47 36 -38 -39 -40 -41 -42 -43 43 48 45 -47 -48 -49 -50 -51 -52 -53 leaf_value=0.28849993470596941 0.0035778963119921388 0.12879911851882933 1.504580344167249 2.2112911367416381 0.43176880130061401 1.5196783365653113 0.067200237913887101 0.20224818853085691 1.5414510483741759 0.055756057404575801 0.76482251181746974 0.27581620653177102 0.13873623601851925 -0.053370078561397694 0.98689677259196407 0.71360673057405577 0.84759342721990638 0.11629461384925646 0.79524912436803175 -0.0081424854904628974 -0.00029649257659912108 1.140120771271842 0.74197198510169982 -0.017388357167585081 0.44094387029346671 0.73422490119934081 0.055308741520698902 0.5927200228259677 0.20450009822845461 0.42751873901912141 0.25443796921234862 0.57584536811451859 0.3447323380345883 0.016187828205249929 -0.052727388665651728 0.55479800963401793 0.061450963839888573 0.00080214845506768485 0.21306551294194329 -0.028876439168990169 0.30336831444188167 0.39862440538406374 -0.00084891132686449125 0.01893351650151023 0.38837013732303272 0.08366127099309649 0.19841176527939486 0.12245768388112387 -0.10961797551675277 -0.13404008851164864 0.062811286860498888 -0.02003325625961902 leaf_weight=73 15269 20 29 32 27 26 101 110 20 16585 33 271 31 52 23 38 37 97 24 34848 38 21 20 38610 38 26 514 21 26 21 52 81 23 27 391 20 64 133 54 26176 38 20 23 137 22 28 89 24 22 21 29 51 leaf_count=73 15269 20 29 32 27 26 101 110 20 16585 33 271 31 52 23 38 37 97 24 34848 38 21 20 38610 38 26 514 21 26 21 52 81 23 27 391 20 64 133 54 26176 38 20 23 137 22 28 89 24 22 21 29 51 internal_value=0 0.0758758 0.071901 1.41033 0.0694908 0.540915 -0.0113528 0.142455 0.430261 0.0640969 0.0606367 0.059294 -0.0127125 0.134375 0.340655 0.25668 0.389246 0.390336 0.250963 -0.013404 0.0579459 0.741673 0.263182 -0.0164523 0.00635307 0.272582 -0.00647885 0.0764034 0.469362 0.0201097 -0.00775125 0.412829 -0.0219036 0.264507 0.00710724 0.00526808 0.178915 0.0883557 0.00431615 -0.0220371 0.131764 0.570298 0.0276781 0.0634214 0.123584 0.217733 0.144583 -0.0415939 0.00107868 -0.0493417 0.102039 -0.0368635 internal_weight=0 17319 17267 52 17238 195 117287 1027 220 17043 16889 16856 116260 544 200 177 149 169 121 115716 807 48 128 100244 15472 112 35435 535 52 679 34900 154 64809 65 658 15407 84 243 15323 64786 139 40 395 271 88 50 112 415 159 124 60 103 internal_count=134606 17319 17267 52 17238 195 117287 1027 220 17043 16889 16856 116260 544 200 177 149 169 121 115716 807 48 128 100244 15472 112 35435 535 52 679 34900 154 64809 65 658 15407 84 243 15323 64786 139 40 395 271 88 50 112 415 159 124 60 103 cat_boundaries=0 6 9 14 20 26 32 33 39 45 46 cat_threshold=2186313728 393217 28692 416350336 33698371 2105377 0 4384 536872000 0 0 4 0 8192 512 1048832 1088 0 0 536870912 278656 605029392 1074136960 3759046912 4245504 553713808 538969872 2436 180357185 4132 16777216 310382592 354 294203397 268505696 538968066 2106880 536871940 201457728 805307392 0 256 0 0 33554448 1808 is_linear=0 shrinkage=0.01 Tree=71 num_leaves=21 num_cat=2 split_feature=3 1 5 26 2 0 2 6 3 9 3 24 18 0 2 5 1 19 24 17 split_gain=1.09092e+06 593739 1.30803e+06 478947 428160 393015 684816 280339 188398 174112 147203 165750 133480 128366 123776 201458 110864 86297.5 99878.3 81124.9 threshold=782.62500000000011 172.67400000000001 366.02500000000003 2022.5000000000002 482.16800000000006 25.333500000000004 543.20000000000016 442.89500000000004 1048.2900000000002 1037.4750000000001 223.76500000000001 0 678.28640000000007 292.11750000000001 48.007500000000007 41.939000000000007 12.562400000000002 13.002500000000003 1 524.22500000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 left_child=1 5 4 -2 13 9 7 10 -5 12 11 -7 14 17 19 -16 -12 18 -3 -1 right_child=3 2 -4 8 -6 6 -8 -9 -10 -11 16 -13 -14 -15 15 -17 -18 -19 -20 -21 leaf_value=-0.0072835900214739523 0.078709244106126869 0.36746663983051592 2.6655879300290888 1.1163941755294802 1.5422657527094301 0.2180352719249114 1.6504848110675812 1.0613092347671245 2.40736020895151 0.90488027118501213 0.82329234589470757 0.040640198130311604 0.81113752794265748 0.6914100689111754 0.042398481167002552 0.41570215604626215 -0.056642907233465288 0.77898640799522401 0.060564685638949095 0.4271427713992984 leaf_weight=127154 23 120 22 20 23 612 28 29 26 21 45 3554 20 43 1972 156 21 20 654 43 leaf_count=127154 23 120 22 20 23 612 28 29 26 21 45 3554 20 43 1972 156 21 20 654 43 internal_value=0 -0.000768302 0.257836 1.25695 0.196242 -0.00247485 0.091702 0.0814589 1.84607 -0.00559719 0.0747444 0.0673211 -0.00574501 0.159254 -0.00587134 0.0697647 0.543313 0.130435 0.113677 -0.00713673 internal_weight=0 134537 882 69 860 133655 4289 4261 46 129366 4232 4166 129345 837 129325 2128 66 794 774 127197 internal_count=134606 134537 882 69 860 133655 4289 4261 46 129366 4232 4166 129345 837 129325 2128 66 794 774 127197 cat_boundaries=0 1 2 cat_threshold=18 20 is_linear=0 shrinkage=0.01 Tree=72 num_leaves=46 num_cat=10 split_feature=25 2 5 9 8 24 5 2 0 9 0 25 5 13 0 25 18 5 20 18 2 25 24 0 25 12 25 14 26 11 26 5 2 2 25 2 2 5 25 13 0 2 2 2 2 split_gain=1.11998e+06 644359 658188 1.19494e+06 625551 250538 499271 231046 190595 332772 463638 195836 166963 152335 138200 148806 184331 136213 133319 125870 122836 91374.2 91163.3 78368.6 74358.5 51998.1 46860.8 45757.2 33327 31353.5 28007 26517.3 25580.8 20159.4 20116.2 16479.3 34759.2 15863.1 13300.7 7079.6 6964.01 4744.16 2079.74 3795.78 17.043 threshold=0 1048.2900000000002 172.35100000000003 77.265900000000016 5.6142500000000011 1 366.02500000000003 223.35100000000003 24.245000000000005 9.3037500000000026 48.105000000000011 2 223.76500000000001 382.71220000000005 36.902000000000008 3 3.5235000000000007 242.64500000000001 323.25000000000006 475.19100000000009 83.45650000000002 4 5 213.3887 6 347.06250000000006 7 367.37500000000006 2022.5000000000002 38.01400000000001 2022.5000000000002 174.86250000000004 43.216485000000013 94.572500000000019 8 335.81400000000008 272.73498000000006 201.25000000000003 9 557.40000000000009 332.39451000000003 293.03820000000002 364.63500000000005 648.37500000000011 482.16800000000006 decision_type=9 2 2 2 2 1 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 9 1 2 9 2 9 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 left_child=1 2 8 5 -5 6 37 13 11 21 -11 30 28 14 24 16 22 31 19 -13 -12 23 -16 -10 25 27 29 -2 35 -26 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7 25 2 2 26 2 25 3 split_gain=1.09768e+06 889992 566927 513167 416850 543748 236670 553278 193013 174084 367041 130256 112144 150184 107035 124628 97054.9 91034.6 88812.6 82271.4 70227.5 65084.8 54611.8 48597.1 47090.1 50954.9 43447.5 122541 100913 41802.5 37735.3 31118.2 30386.5 30175.2 35071.6 34977.8 28977.4 27475.2 36201.3 22978.5 18429.5 17656.5 16092.2 19652.2 6141.11 7092.79 5294.22 1940.36 1364.87 threshold=0 782.62500000000011 1048.2900000000002 2022.5000000000002 316.16700000000009 81.106025000000017 74.412199999999999 198.75006000000005 1 24.245000000000005 43.82500000000001 323.25000000000006 36.902000000000008 3.5235000000000007 3.1445000000000003 30.589600000000004 2 3 255.16525000000004 4 150.48552500000002 5 73.217700000000022 202.39050000000006 36.902000000000008 174.86250000000004 401.66700000000003 8.3632500000000025 366.02500000000003 6 58.577500000000008 38.01400000000001 2022.5000000000002 90.103500000000011 442.89500000000004 33.361732000000011 127.48600000000002 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4128 1024 0 16777216 32768 131072 16640 0 1 128 2147500160 607128656 1074014737 2693009536 18434 553648769 536876548 70528 171967616 139520 22052868 370167872 is_linear=0 shrinkage=0.01 Tree=76 num_leaves=47 num_cat=13 split_feature=25 0 9 2 9 4 7 2 5 13 25 24 18 20 0 25 4 24 25 25 23 4 24 5 18 9 11 25 25 2 0 2 25 9 9 0 4 25 11 0 0 25 0 5 2 13 split_gain=976770 602979 1.0377e+06 1.11278e+06 1.12867e+06 253902 196632 196430 229348 146915 137769 174436 143993 146955 135952 106014 119863 96329.7 93280.9 91484.9 90265.3 89904.8 84552.2 88789.9 75443.7 62381.4 70963.4 57416 55407 40651.7 88156.4 66631.7 37941.5 33437.9 29117.9 39386.4 20767.1 17395 13243.2 12139 21824.7 10611.2 8329.69 5592.67 4874.81 2697.52 threshold=0 24.245000000000005 9.3037500000000026 174.86250000000004 19.519500000000004 232.66575000000003 215.01325000000006 91.078750000000014 93.807500000000019 382.71220000000005 1 2 475.19100000000009 323.25000000000006 36.902000000000008 3 150.01600000000005 4 5 6 232.65000000000001 63.455000000000005 7 192.26595000000003 91.31750000000001 77.265900000000016 9.2338530000000016 8 9 272.73498000000006 1.0225000000000002 335.81400000000008 10 81.106025000000017 10.575800000000003 48.105000000000011 43.669000000000011 11 3.8405000000000005 213.3887 311.36400000000009 12 55.667400000000008 211.90000000000003 223.35100000000003 513.23075000000006 decision_type=9 2 2 2 2 2 2 2 2 2 9 1 2 2 2 9 2 1 9 9 2 2 1 2 2 2 2 9 9 2 2 2 9 2 2 2 2 9 2 2 2 9 2 2 2 2 left_child=1 10 5 4 -4 6 19 9 18 14 11 -1 13 22 20 16 17 -16 29 24 28 43 36 -24 -3 -6 -27 -13 33 34 31 -31 -30 -2 35 -9 -12 -21 42 41 -41 -17 44 -10 -20 -11 right_child=7 2 3 -5 25 -7 -8 8 21 45 12 27 -14 -15 15 39 -18 -19 38 37 -22 -23 23 -25 -26 26 -28 -29 32 30 -32 -33 -34 -35 -36 -37 -38 -39 -40 40 -42 -43 -44 -45 -46 -47 leaf_value=0.54374823405048045 0.0040826930981849377 0.16872498321391288 2.7106752427057788 2.9939529598832131 -0.12379589164579237 0.98125263427433218 1.047107748190562 0.060177212617673927 0.51252377770163793 0.45035569584887958 -0.042845030179153067 0.26580996877565161 0.87434083211989633 0.84449846972589915 0.31632706274183431 -0.064493599726873282 0.71616490812862621 0.069892865682776278 -0.00086564049326084763 0.059422533184517436 0.65796632397174837 1.1202545411246163 0.04826876818365089 0.24102104180143694 0.78983059692382807 0.65546798913102411 -0.080441351771354683 -0.0055305549448186695 -0.0092224513118961265 1.1066828157901765 -0.027877088387807211 0.38678933964835277 -0.021646760467331418 0.1448910269123769 0.42273672178813393 0.49130389807124936 0.12443126123162765 -0.095409365669790525 0.24903805994987488 0.20317163507143657 -0.034750213393245834 0.0049383337785207683 0.18051603044782366 0.28950533161992614 -0.073750252831251098 0.5977300173706479 leaf_weight=117 12263 882 22 25 37 38 24 181 22 23 1226 117 21 23 186 330 34 951 296 121 20 28 14452 243 20 38 20 210 42842 20 30 36 57823 171 35 24 79 156 20 72 83 627 21 23 133 27 leaf_count=117 12263 882 22 25 37 38 24 181 22 23 1226 117 21 23 186 330 34 951 296 121 20 28 14452 243 20 38 20 210 42842 20 30 36 57823 171 35 24 79 156 20 72 83 627 21 23 133 27 internal_value=0 0.0685091 0.26911 1.07889 0.669687 0.176452 0.15103 -0.0108777 0.138905 -0.012006 0.0517244 0.223782 0.0467943 0.0457389 -0.0122408 0.0641606 0.129989 0.113603 0.0897079 0.132789 -0.0137828 0.67536 0.0445907 0.0514212 0.180496 0.197037 0.401706 0.0965613 -0.0139016 0.216372 0.409555 0.643894 -0.0163605 0.00601434 0.156163 0.110651 -0.0324699 -0.0280613 -0.00269462 -0.00627274 0.0757683 -0.019626 -0.0139426 0.398537 -0.0234616 0.529938 internal_weight=0 17871 1383 142 117 1241 1203 116321 869 115452 16488 444 16044 16023 115402 2283 1171 1137 796 1179 113119 73 16000 14695 902 95 58 327 113099 326 86 56 100665 12434 240 205 1305 277 470 1112 155 957 450 45 429 50 internal_count=134192 17871 1383 142 117 1241 1203 116321 869 115452 16488 444 16044 16023 115402 2283 1171 1137 796 1179 113119 73 16000 14695 902 95 58 327 113099 326 86 56 100665 12434 240 205 1305 277 470 1112 155 957 450 45 429 50 cat_boundaries=0 6 11 12 18 19 25 30 31 35 41 47 51 57 cat_threshold=39092224 393219 20804 408518656 167916097 2105344 0 262146 4 134283264 139264 1092 832569856 1053472 138413056 2147483684 16777216 268435456 1040 17920 1052960 1024 0 16777216 536870912 32768 0 20736 0 4097 128 0 262144 4 65536 2147500160 607128656 1074013713 2693009536 4212738 16777857 536876548 8459136 171968640 139520 17858564 907038800 33554432 0 64 268435456 24580 268437632 2049 8192 16384 536870928 is_linear=0 shrinkage=0.01 Tree=77 num_leaves=51 num_cat=12 split_feature=25 0 3 4 2 1 9 9 2 1 25 24 17 3 11 13 0 3 25 24 25 26 2 26 25 6 1 24 24 1 13 25 3 25 4 8 2 11 10 2 26 1 2 24 8 1 26 13 2 1 split_gain=957430 590938 1.04392e+06 673353 714456 265968 195875 1.13668e+06 192520 307546 163355 218226 169162 171611 156245 143991 133297 109017 95888.5 192263 91935 92894 91967.8 89913.6 72642.7 68874.7 63797.8 56467.9 55673.3 54201.9 85669.3 83529.1 51798.6 42660.6 39301.8 36250 28056.1 26291.1 25159.3 24301.7 22204.2 9134.63 8679.85 13576.7 7249.75 7094.83 4677.09 2643.84 1308.52 325.983 threshold=0 24.245000000000005 483.18750000000006 441.87500000000006 543.20000000000016 398.24814000000003 9.3037500000000026 19.519500000000004 91.078750000000014 96.020000000000024 1 2 32.947500000000005 43.669000000000011 58.897500000000008 382.71220000000005 36.902000000000008 199.86000000000004 3 4 5 2022.5000000000002 272.73498000000006 2022.5000000000002 6 367.00000000000006 650.90000000000009 7 8 39.541800000000002 72.499500000000026 9 483.18750000000006 10 120.73200000000001 13.401250000000003 272.73498000000006 13.422000000000002 9.0862500000000015 145.10250000000005 2022.5000000000002 187.26000000000002 212.70000000000005 11 1.8950000000000002 650.90000000000009 2022.5000000000002 513.23075000000006 648.37500000000011 481.77300000000008 decision_type=9 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 9 1 9 2 2 2 9 2 2 1 1 2 2 9 2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 5 3 4 6 10 25 -8 15 20 11 46 24 14 -14 16 29 18 19 -18 21 22 39 45 27 -3 49 -12 -26 32 31 -31 33 -2 36 -20 41 44 42 -10 -13 -11 43 -22 -23 -7 -1 -17 -44 -25 right_child=8 2 -4 -5 -6 23 7 -9 9 34 12 40 13 -15 -16 47 17 -19 35 -21 38 37 -24 26 28 -27 -28 -29 -30 30 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 48 -45 -46 -47 -48 -49 -50 -51 leaf_value=0.62663503674899834 0.0087437255812161836 0.12331724343090335 2.3338249437014262 1.9651711466095665 2.0772095832824706 0.66357734711964922 2.5573126496439396 0.091801755863428106 0.43264516997176244 0.58229726926140168 -0.019348909877921299 0.17035306432030417 0.13130078880618717 1.0746465368747711 0.97738050301869706 0.44585215527078381 0.50667170841542497 0.60192416088001144 -0.0034946502234098043 0.072985438034786437 0.10766656384385864 0.048176108042399086 0.92632201332598929 0.4922356653213501 0.029994455202256472 0.6880680942535401 -0.07826849579811096 0.035978777990720537 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-0.0121182 0.0635333 0.054664 0.148737 0.0743681 0.244396 0.489754 0.494913 0.0389165 0.133723 0.254538 0.0223708 0.0668433 -0.013645 0.0426303 0.0346248 -0.0144964 -0.014624 0.697957 0.00915228 0.579643 0.0719565 0.00495316 0.268006 0.0551991 0.441379 -0.00961524 0.0178569 0.000545991 0.774059 0.633202 0.524638 -0.0682332 0.520783 internal_weight=0 17871 1383 1359 1337 16488 1317 123 116321 869 16354 278 16076 290 265 115452 115402 2283 2246 721 781 216 95 134 15786 1194 72 9933 5853 113119 1686 1665 111433 111394 88 1525 67 121 565 63 175 46 539 367 98 62 103 50 172 40 internal_count=134192 17871 1383 1359 1337 16488 1317 123 116321 869 16354 278 16076 290 265 115452 115402 2283 2246 721 781 216 95 134 15786 1194 72 9933 5853 113119 1686 1665 111433 111394 88 1525 67 121 565 63 175 46 539 367 98 62 103 50 172 40 cat_boundaries=0 6 11 12 18 19 25 30 31 32 36 42 43 cat_threshold=39092224 393219 20804 408518656 167916097 2105344 0 262146 4 65536 139264 1188 564133888 1049088 138413056 2147483680 16777216 536870912 1040 1536 1048832 1024 0 0 536870912 37748736 0 16704 269484032 4097 392 3218 536870912 537920512 0 4 2147500160 606079056 1107569169 2693009792 4212738 16777857 800 is_linear=0 shrinkage=0.01 Tree=78 num_leaves=26 num_cat=1 split_feature=3 1 5 15 7 4 4 18 5 2 3 21 3 4 13 24 6 19 3 1 1 23 2 5 13 split_gain=630747 553285 466991 376431 288401 235578 210194 183372 173657 165337 334235 156105 137930 119901 116541 105316 242023 105225 97809 91555.6 87597.4 82750.4 75159 75052.4 23652.4 threshold=1048.2900000000002 40.336500000000008 47.856750000000012 79.720000000000013 442.89500000000004 72.686250000000015 223.76500000000001 678.28640000000007 442.27000000000004 272.73498000000006 11.163000000000002 22.547500000000003 161.49750000000009 1048.2900000000002 382.71220000000005 0 48.944250000000004 33.766000000000012 212.70000000000005 1066.3056000000001 72.009000000000015 232.65000000000001 272.73498000000006 33.660945000000005 779.68675000000019 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 5 4 6 17 7 15 9 11 14 23 13 -12 18 21 16 -4 19 -7 22 -17 -1 -3 -11 -16 right_child=-2 2 3 -5 -6 8 -8 -9 -10 10 12 -13 -14 -15 24 20 -18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.0063564737210639903 1.3820536145296964 0.063051041199064961 0.31591001880579983 1.7851651694557884 1.1850878823796909 0.064030316567967829 1.1739135423302651 0.95220799112319954 0.84831642031669618 0.046833338439464571 1.4633571450798601 0.98142565989494335 0.36768422460556033 0.70739371392034711 0.2363395421679427 0.55919947071075438 1.5120188437473205 0.64573138612689396 0.53262904540352207 0.59357946059283084 -0.12208781386350656 0.62142825867448537 0.38818265291109477 0.68114940643310551 0.57758132122181083 leaf_weight=128972 33 2730 87 22 24 1406 32 20 32 277 27 20 20 31 82 25 21 33 46 34 77 21 73 20 27 leaf_count=128972 33 2730 87 22 24 1406 32 20 32 277 27 20 20 31 82 25 21 33 46 34 77 21 73 20 27 internal_value=0 -0.000633521 0.130163 0.532783 0.0934346 -0.00378659 0.41893 -0.00524677 0.119369 -0.0053947 0.213547 0.103849 0.997113 0.092014 -0.00597808 0.303885 0.502005 0.0843058 0.0788757 0.0777752 0.0408859 -0.00625427 0.0715186 0.0895482 0.320867 internal_weight=0 134159 3158 264 2894 131001 242 129466 1535 129446 344 1503 47 1483 129102 210 108 2870 1452 2837 102 128993 2803 297 109 internal_count=134192 134159 3158 264 2894 131001 242 129466 1535 129446 344 1503 47 1483 129102 210 108 2870 1452 2837 102 128993 2803 297 109 cat_boundaries=0 1 cat_threshold=3145 is_linear=0 shrinkage=0.01 Tree=79 num_leaves=38 num_cat=8 split_feature=25 3 1 7 2 18 2 1 17 25 6 13 25 1 5 17 25 3 4 1 26 2 25 2 1 25 25 1 11 2 17 2 25 2 2 1 13 split_gain=933762 436652 286503 437181 246094 211539 186079 297885 165151 170651 159289 139607 121022 159018 116195 114518 91195.8 90035.7 85760 120246 78493.4 90155.6 67982.8 48866.1 46675.8 61956.7 46288.8 36299.8 30578.9 23786.7 17938.5 14608 10127.6 7856.85 5890.21 3226.1 2540.16 threshold=0 1048.2900000000002 46.726464000000014 442.89500000000004 1048.2900000000002 475.19100000000009 91.078750000000014 96.020000000000024 383.35000000000008 1 233.42589000000001 382.71220000000005 2 398.24814000000003 103.80000000000001 577.6975000000001 3 650.90000000000009 72.686250000000015 203.18100000000001 2022.5000000000002 272.73498000000006 4 272.73498000000006 36.902000000000008 5 6 650.90000000000009 13.422000000000002 145.10250000000005 1.0000000180025095e-35 161.35500000000005 7 212.70000000000005 113.52003750000002 1.1847500000000002 513.23075000000006 decision_type=9 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 9 2 2 2 2 2 9 2 2 9 9 2 2 2 2 2 9 2 2 2 2 left_child=1 2 4 10 5 8 11 16 9 -1 12 17 13 -4 23 -10 20 18 24 22 21 29 -20 31 26 -26 -2 -14 34 -8 32 -9 35 -34 -22 -18 -13 right_child=6 -3 3 -5 -6 -7 7 14 15 -11 -12 36 27 -15 -16 -17 30 -19 19 -21 28 -23 -24 -25 25 -27 -28 -29 -30 -31 -32 -33 33 -35 -36 -37 -38 leaf_value=0.29214727689822512 0.0047737214646975017 1.3620106763106126 0.1737924056416133 1.5594054444630943 1.0887953832875128 0.97287399616241466 0.41065666709190757 0.085793847470056445 1.1598487715287642 0.04623464021929885 0.90001111184397053 0.43933632498202119 0.015888146613408059 0.57734422719996903 1.297583306354025 0.22261434450745582 0.10827598850901535 0.64276524929773249 0.15968705810624875 0.71620843809226453 0.13468274840602168 0.88033659277540266 -0.012321802919064094 0.85389496334574444 0.1063971168198715 -0.0089271023703946014 -0.015936662000470569 -0.36199151631059318 0.38931687359626482 0.039546135740895431 0.28631706697600229 0.45452371250499374 -0.003190668721268647 -0.094424498263332574 -0.036133946090936661 -0.023543347294131912 0.58234747162571654 leaf_weight=278 12093 26 647 24 23 25 39 21 22 16413 31 23 206 115 23 32 82 21 395 29 27 33 535 22 747 1214 100368 29 26 31 21 22 274 144 80 24 27 leaf_count=278 12093 26 647 24 23 25 39 21 22 16413 31 23 206 115 23 32 82 21 395 29 27 33 535 22 747 1214 100368 29 26 31 21 22 274 144 80 24 27 internal_value=0 0.0669877 0.0651384 0.225228 0.0551095 0.0536918 -0.0106317 0.135152 0.0523195 0.0505332 0.19408 -0.0117299 0.17213 0.231656 0.686719 0.604451 0.0730032 -0.0119588 -0.012078 0.0820938 0.23236 0.449443 0.0623203 0.470567 -0.0128673 0.0355002 -0.0137107 -0.029489 0.081714 0.246308 -0.000261481 0.274446 -0.0117515 -0.0338116 0.00696933 0.0716689 0.516562 internal_weight=0 17871 17845 1052 16793 16770 116321 869 16745 16691 1028 115452 997 762 88 54 781 115402 115381 959 236 103 930 65 114422 1961 112461 235 133 70 545 43 524 418 107 106 50 internal_count=134192 17871 17845 1052 16793 16770 116321 869 16745 16691 1028 115452 997 762 88 54 781 115402 115381 959 236 103 930 65 114422 1961 112461 235 133 70 545 43 524 418 107 106 50 cat_boundaries=0 6 11 15 21 26 32 38 43 cat_threshold=39092224 393219 20804 408518656 167916097 2105344 0 262146 4 65536 139264 37781504 0 16640 4194304 1536 1048864 1024 0 0 536870912 805307904 1048608 671089664 2147483648 16793600 545277444 537920640 138412032 4 16777216 268435456 2147500160 70256720 1074015889 2693009536 4212738 16777857 268435456 128 536872961 0 16777216 is_linear=0 shrinkage=0.01 Tree=80 num_leaves=31 num_cat=2 split_feature=0 4 1 2 2 9 0 5 3 1 2 6 1 12 9 23 24 0 7 0 4 26 5 0 1 1 1 1 24 1 split_gain=740063 514476 446779 424610 390109 333977 318327 239581 551114 467713 176538 165629 160859 403386 114267 99896.5 84978 198194 116740 79561.7 77873.9 77063.7 40613.5 108527 40201 45892.9 34012.5 28816.9 28644.5 771.207 threshold=108.06300000000002 232.66575000000003 398.24814000000003 543.20000000000016 185.76000000000002 1037.4750000000001 362.49400000000003 192.26595000000003 336.88000000000005 172.67400000000001 43.772500000000008 442.89500000000004 40.336500000000008 153.08370000000002 75.020000000000024 219.08740500000002 0 430.17000000000002 104.05000000000001 539.75000000000011 67.27000000000001 2022.5000000000002 52.246250000000011 224.14500000000001 789.60480000000007 543.20000000000016 650.90000000000009 481.77300000000008 1 438.37500000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=2 3 5 11 21 7 -3 12 9 10 -9 16 15 14 -14 20 17 18 -2 -19 -1 26 28 -24 25 29 27 -4 -18 -23 right_child=1 6 4 -5 -6 -7 -8 8 -10 -11 -12 -13 13 -15 -16 -17 22 19 -20 -21 -22 24 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0077551277311933278 0.13150300270357276 0.55093422188478358 0.60040821552276613 1.4478662085533143 1.778446549151093 1.287944685935974 2.094693705669858 0.018867846601258939 1.8347723297281193 1.6050958774203345 0.6452820546627045 1.0403717645009358 0.049418000017344033 1.3371846112012864 0.45912617227009367 0.66698225079612306 0.12755853949626514 1.0669197191614093 0.89367196673438654 0.44791187558855328 0.065793865441810345 0.11828033208847046 -0.033839485325464387 0.74323475450277332 -0.18243492730458577 0.59028768429389367 0.74190367412567138 0.14192926406860351 0.0064965107901822422 0.037562468216337005 leaf_weight=127718 467 34 26 26 20 20 22 449 20 21 50 21 2472 25 70 22 343 33 21 56 1456 20 41 32 30 26 40 29 453 29 leaf_count=127718 467 34 26 26 20 20 22 449 20 21 50 21 2472 25 70 22 343 33 21 56 1456 20 41 32 30 26 40 29 453 29 internal_value=0 0.216404 -0.00344848 0.181108 0.446823 -0.0041971 1.15741 -0.00439243 0.205812 0.143159 0.0816348 0.158657 -0.0052539 0.073132 0.0607003 -0.00681136 0.145852 0.239302 0.164301 0.677432 -0.00692611 0.31366 0.0801276 0.306796 0.126946 0.250699 0.520029 0.358665 0.0603468 0.0705085 internal_weight=0 1549 132543 1493 220 132323 56 132303 540 520 499 1467 131763 2567 2542 129196 1446 577 488 89 129174 200 869 73 105 75 95 55 796 49 internal_count=134092 1549 132543 1493 220 132323 56 132303 540 520 499 1467 131763 2567 2542 129196 1446 577 488 89 129174 200 869 73 105 75 95 55 796 49 cat_boundaries=0 1 2 cat_threshold=1354 532 is_linear=0 shrinkage=0.01 Tree=81 num_leaves=35 num_cat=9 split_feature=25 6 5 2 9 0 4 7 0 1 1 1 25 5 0 25 0 23 2 25 24 5 5 5 24 25 4 1 6 24 1 24 1 5 split_gain=991099 795072 576570 318385 303342 285401 491288 363370 314289 286750 262460 228293 345256 231951 177985 126550 172512 105618 103408 98709.2 88344.9 85704.9 99498.7 215227 88677.3 197638 101396 34939.1 13181.8 12085.6 22868.9 9817.54 9082.18 5658.25 threshold=0 442.89500000000004 80.262500000000017 1048.2900000000002 797.90800000000002 8.0855000000000015 232.66575000000003 225.07500000000002 10.575800000000003 398.24814000000003 481.77300000000008 177.74775000000002 1 161.46750000000003 36.902000000000008 2 393.76511200000004 219.08740500000002 161.35500000000005 3 4 192.26595000000003 401.66700000000003 316.16700000000009 5 6 441.87500000000006 789.60480000000007 783.48000000000013 7 336.69250000000005 8 194.58675000000002 650.90000000000009 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 9 1 2 2 2 1 9 2 2 2 1 2 1 2 2 left_child=1 5 28 4 11 9 7 8 -7 21 -11 14 13 18 17 16 -16 19 -13 -2 -10 24 23 -23 25 -1 -26 -12 -3 30 -14 -17 -31 -24 right_child=3 2 -4 -5 -6 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706 271123456 32 138412032 8224 0 570425344 0 384 1 0 0 301989904 2420 is_linear=0 shrinkage=0.01 Tree=90 num_leaves=36 num_cat=8 split_feature=25 3 4 5 1 4 0 9 18 25 25 0 0 1 23 3 9 26 25 25 1 11 25 26 4 24 3 0 24 23 9 2 0 0 5 split_gain=908445 652298 397558 278740 625511 235854 227630 632873 212975 154238 138543 166931 131830 112296 111806 100522 350197 83215 83193.1 73804.8 70964.9 61537.3 46039 43696.7 35655.8 32262.4 33573.8 31241.8 28641.7 27375.1 19960.5 18929.8 11453.2 10164.9 7246.28 threshold=0 1048.2900000000002 1048.2900000000002 336.69250000000005 126.32950000000001 8.1130000000000013 108.06300000000002 158.04750000000004 342.98550000000006 1 2 539.75000000000011 34.665000000000006 156.28525000000005 248.55000000000004 37.260750000000009 209.85600000000002 2022.5000000000002 3 4 293.71100000000007 41.31750000000001 5 2022.5000000000002 63.455000000000005 6 32.919000000000011 33.358000000000011 7 4.8450000000000006 9.0802500000000013 110.457785 213.3887 213.3887 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1064960 301996096 1138 578813952 0 134218001 0 0 33554448 268451840 0 2099200 0 16777216 is_linear=0 shrinkage=0.01 Tree=92 num_leaves=42 num_cat=9 split_feature=25 3 4 11 4 1 24 8 2 9 25 25 1 3 13 23 12 26 3 20 25 25 2 2 24 1 11 11 11 26 25 3 13 1 26 25 2 1 2 1 2 split_gain=872647 626595 381893 228110 430683 186797 256706 328894 182638 699997 163144 138352 116910 105626 103857 100005 92613.8 85241.5 71248.7 70713.4 64350 61317.1 43218.6 78371.4 40305 120741 22715.5 32453.4 24100.8 21247.3 20269.8 13850.4 12794.4 9911.99 9755.99 9086.96 6931.37 4535.26 3809.98 1614.02 1589.43 threshold=0 1048.2900000000002 1048.2900000000002 250.05000000000004 80.637750000000025 46.726464000000014 1 5.6142500000000011 91.078750000000014 158.04750000000004 2 3 203.18100000000001 60.535000000000011 382.71220000000005 242.15000000000003 43.980000000000004 2022.5000000000002 782.62500000000011 284.66100000000012 4 5 272.73498000000006 335.81400000000008 6 438.37500000000006 549.10000000000002 415.99500000000006 756.4475000000001 2022.5000000000002 7 48.621081000000011 557.40000000000009 364.99000000000007 2022.5000000000002 8 232.66575000000003 317.92500000000007 200.46000000000004 481.77300000000008 440.18000000000006 decision_type=9 2 2 2 2 2 1 2 2 2 9 9 2 2 2 2 2 2 2 2 9 9 2 2 1 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 5 26 10 7 -7 12 11 17 16 14 24 15 18 22 -1 21 -12 -8 -2 29 -24 25 37 27 -5 -28 -10 36 35 -16 34 -26 -32 38 -14 -13 -35 -38 right_child=8 -3 -4 4 -6 6 20 -9 9 -11 19 30 13 -15 32 -17 -18 -19 -20 -21 -22 -23 23 -25 33 -27 28 -29 -30 -31 31 -33 -34 39 -36 -37 40 -39 -40 -41 -42 leaf_value=0.18435712567691145 0.0071296061533895321 1.6543547409057617 1.4174637803577241 0.21711824001804478 1.8167937932014464 0.29307143739818298 0.1556571284655226 1.163039090377944 0.25205041932023092 1.85267270585765 0.050542216623656551 -0.053506880508710268 0.0315089491580395 0.78069716594837335 0.30665001615881921 0.67976938610985171 0.90882993539174395 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3 0 4 9 9 5 3 6 18 0 25 1 5 23 3 9 25 12 20 4 25 1 26 1 9 26 10 3 25 11 8 0 26 5 18 split_gain=855495 543758 372699 744453 483177 831453 210965 204226 182454 160717 154936 145660 122991 287095 107596 106771 368579 106094 96487.5 92988.4 78669.7 63934.1 66815.9 61968.7 41485.9 100862 37627.8 36874.1 47813.5 34457.6 32840.1 26388.8 25366.4 107215 21246.3 16468 threshold=0 1048.2900000000002 24.245000000000005 400.30000000000007 9.3037500000000026 21.474750000000004 254.97775000000004 23.658750000000005 442.89500000000004 275.85250000000002 192.77500000000003 1 104.17500000000001 80.262500000000017 248.55000000000004 62.354500000000009 152.84000000000003 2 31.174500000000002 270.66290500000008 200.46000000000004 3 260.88220000000007 2022.5000000000002 36.902000000000008 75.020000000000024 2022.5000000000002 16.573200000000003 32.919000000000011 4 17.072888500000001 121.38150000000003 539.75000000000011 2022.5000000000002 9.4414040000000004 475.19100000000009 decision_type=9 2 2 2 2 2 2 2 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0.79494797901673753 0.035955457976507982 0.81386473695437123 0.67389389944076539 0.038895119854724075 0.26583493397302099 0.59679968266260053 0.38013446049812516 0.50519025459289557 0.3972648425209791 0.057516286362861768 -0.085854772473057964 0.4941881501674652 0.41084780931472781 -0.13030999717549382 0.2301299840895856 0.14283352245938594 -0.11837947402681623 0.25344845643410319 -0.13782989978790283 0.28333707900842031 -0.1523457940419515 0.30823953318595887 0.20237554094370672 -0.0023785857818031733 0.26907454737910519 -0.017399729009678316 0.081070390983864107 -0.22512854099273683 leaf_weight=57 5392 23 21 37 23 23 78 34 32 751 528 37 29 1076 27 38 33 7650 42524 44 7505 24 20 249 90 21 39 25 133 232 282 32 28 107 122 193 147 26 26 45 24 20 34 1130 27 65569 27 22 leaf_count=57 5392 23 21 37 23 23 78 34 32 751 528 37 29 1076 27 38 33 7650 42524 44 7505 24 20 249 90 21 39 25 133 232 282 32 28 107 122 193 147 26 26 45 24 20 34 1130 27 65569 27 22 internal_value=0 0.0873887 0.750843 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131073 12292 423723008 12803 8224 847249920 4384 138429440 2147614752 17039360 268437504 1562 0 0 0 65536 8192 4210816 606077184 412096 3768062080 37781504 2114193 2442 402 570425860 1054720 1254098449 401700 16795648 843059264 1138 23076992 536872064 526417 8704 16384 33554448 0 2 0 0 134348864 65536 is_linear=0 shrinkage=0.01 Tree=99 num_leaves=41 num_cat=8 split_feature=25 6 2 9 4 11 1 25 1 7 7 26 3 1 24 25 19 25 26 24 15 1 7 7 6 4 23 25 23 2 24 2 13 23 2 4 4 8 23 2 split_gain=724551 357644 219490 510289 212641 250587 233611 146017 172734 145171 155782 144436 115842 111123 110111 107486 80778 69444.8 67268.8 57369.1 55233.6 58620.3 54693.3 107441 62876.9 52865.9 49980.3 43113.7 41359.2 33474.8 32576.7 32347.7 32264.5 31519.2 31442.6 24752.5 21374.5 5342.52 4126.06 1964.22 threshold=0 783.48000000000013 223.35100000000003 27.301200000000005 52.107000000000006 250.05000000000004 293.71100000000007 1 438.37500000000006 442.89500000000004 783.48000000000013 2022.5000000000002 782.62500000000011 77.943750000000009 2 3 303.5437510000001 4 2022.5000000000002 5 2.2219500000000001 104.17500000000001 58.528500000000001 62.25950000000001 148.64250000000004 52.107000000000006 13.455000000000002 6 27.508500000000002 12.841056000000002 7 364.63500000000005 214.32000000000002 242.15000000000003 440.18000000000006 103.55000000000001 88.167500000000018 78.765000000000015 17.487500000000004 255.16525000000004 decision_type=9 2 2 2 2 2 2 9 2 2 2 2 2 2 1 9 2 9 2 1 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 4 7 13 9 6 14 8 12 17 -11 -10 16 25 35 -16 19 18 -1 -2 21 -19 26 -24 36 30 27 29 38 -9 31 -4 -29 -30 -15 -6 -25 -22 -28 -32 right_child=2 -3 3 -5 5 -7 -8 22 11 10 -12 -13 -14 34 15 -17 -18 20 -20 -21 37 -23 23 24 -26 -27 28 32 33 -31 39 -33 -34 -35 -36 -37 -38 -39 -40 -41 leaf_value=0.080879130787319606 0.036785420468155743 1.1968547610578866 0.30341815340107886 1.3994178216597613 0.16643181304931642 1.3793080496788026 1.2960998013019562 -0.0048306469621061752 0.87716947710791304 1.037120853662491 -0.016420292282104492 0.018618036641014947 0.75960781415303547 0.71287890041575708 0.4143357114713373 0.0566705210237618 0.65163627481460562 0.062900866711160491 0.46859801688890779 0.00076175365723789301 -0.086068411643688503 0.19343318488128958 0.5887197091077504 0.012006111776200479 0.44715025160763716 0.47375521293053263 0.51710451671055391 -0.016503443567882123 -0.082909492318119324 0.042831677302662741 -0.016033814271291098 -0.033532371329409734 0.31150928592681887 0.3713765961783273 0.25091398330835196 -0.19515369085165168 0.23903688652948901 0.083541105270385746 0.33305094151661313 -0.10531277160713637 leaf_weight=90 7566 29 58 34 25 20 20 31448 43 32 25 36 21 34 214 156 20 7324 89 10627 260 361 38 721 37 26 21 73207 56 1546 30 56 30 21 26 78 44 20 29 138 leaf_count=90 7566 29 58 34 25 20 20 31448 43 32 25 36 21 34 214 156 20 7324 89 10627 260 361 38 721 37 26 21 73207 56 1546 30 56 30 21 26 78 44 20 29 138 internal_value=0 0.0880777 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1220676097 1073885476 20989952 574621776 2162 is_linear=0 shrinkage=0.01 Tree=100 num_leaves=37 num_cat=10 split_feature=25 1 5 2 5 3 1 18 3 9 2 5 2 23 24 2 1 25 24 1 25 25 1 5 22 1 24 25 24 2 26 1 25 26 6 26 split_gain=678245 343546 326094 283281 196473 893523 438480 141017 122717 369200 108771 243594 107931 103804 101950 80307.2 94683.4 78284.7 171956 77822.4 70239.4 66867.2 57383.7 79389 59695.9 55707.2 54308.9 54011.5 54888.1 52391.2 50101.9 49074 47000.1 27514.2 27341 23691.2 threshold=0 398.24814000000003 55.624050000000011 543.20000000000016 109.52500000000002 400.30000000000007 166.69750000000002 374.62500000000006 62.354500000000009 221.38740500000003 23.742500000000003 166.14750000000004 223.35100000000003 248.55000000000004 1 185.76000000000002 1066.3056000000001 2 3 79.732000000000014 4 5 317.92500000000007 7.9955000000000007 231.57000000000002 650.90000000000009 6 7 8 293.03820000000002 2022.5000000000002 364.99000000000007 9 2022.5000000000002 56.222500000000004 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 9 1 2 9 9 2 2 2 2 1 9 1 2 2 2 9 2 2 2 left_child=1 4 15 8 7 6 10 14 13 12 26 -12 27 22 19 16 25 18 -16 20 -1 -21 24 31 32 35 -6 28 -10 -19 -5 -24 -2 -27 -29 -3 right_child=3 2 -4 30 5 -7 -8 -9 9 -11 11 -13 -14 -15 17 -17 -18 29 -20 21 -22 -23 23 -25 -26 33 -28 34 -30 -31 -32 -33 -34 -35 -36 -37 leaf_value=0.15282412761559516 0.0037427984082069304 0.47822219790834369 1.5097031438350679 0.39351548035939538 0.19018112394544814 2.2669204471224833 1.4817715879281363 0.69309096420512473 0.33138551664763483 1.1660994135948921 1.3920804946422578 0.10640663572720119 0.65433699305852255 0.71076070308685302 -0.059993777427673339 0.90761528682708748 0.79577501694361374 0.062173976797686679 0.44877517290641927 0.31589353723890462 0.0018667447112990906 -0.021504627617922698 0.44714048401514689 0.77478479337692263 0.47862526569366454 -0.39864466687043509 -0.048258085491765253 -0.011064606717075496 0.063688807256519792 0.30605614048711371 1.0447784177903776 -0.017991625416663385 -0.01299804714182093 0.096998496509733662 0.22983501930236816 0.089941257476806646 leaf_weight=316 20309 33 27 21 134 21 24 34 106 31 20 56 30 20 115 20 24 8560 153 147 5674 100 30 20 25 24 277 816 275 89 27 93 96255 21 50 30 leaf_count=316 20309 33 27 21 134 21 24 34 106 31 20 56 30 20 115 20 24 8560 153 147 5674 100 30 20 25 24 277 816 275 89 27 93 96255 21 50 30 internal_value=0 0.0613358 0.496994 -0.00821621 0.0564141 0.245309 0.162229 0.0497976 -0.00852918 0.0877938 0.0972 0.444742 0.0616172 -0.00960831 0.0483543 0.317105 0.227634 0.0700235 0.236155 0.017234 0.0100887 0.191214 -0.00973173 0.190466 -0.00997728 0.10138 0.0329343 0.0473577 0.144737 0.0646089 0.759851 0.0954552 -0.0100821 -0.167345 0.00281168 0.293327 internal_weight=0 15899 179 118108 15720 532 511 15188 118060 1308 487 76 1277 116752 15154 152 132 8917 268 6237 5990 247 116732 143 116589 108 411 1247 381 8649 48 123 116564 45 866 63 internal_count=134007 15899 179 118108 15720 532 511 15188 118060 1308 487 76 1277 116752 15154 152 132 8917 268 6237 5990 247 116732 143 116589 108 411 1247 381 8649 48 123 116564 45 866 63 cat_boundaries=0 6 7 12 13 18 21 22 27 28 34 cat_threshold=4227072 67239939 28756 432078976 167916099 16850944 2960 0 3 4 65536 8768 67 0 0 8208 16777344 33554432 32768 0 16384 1600 41944064 1054720 4195328 0 16777216 578 570704000 540017744 394625 3223228416 49152 4194992 is_linear=0 shrinkage=0.01 Tree=101 num_leaves=47 num_cat=10 split_feature=25 0 4 9 2 1 2 0 0 26 25 24 0 0 13 7 6 23 2 24 24 18 1 1 6 25 1 25 24 26 26 0 25 7 4 24 10 13 26 0 2 13 2 7 1 26 split_gain=664860 505173 1.28099e+06 383331 277643 232547 305206 163534 151994 142847 99839.7 104014 135689 162267 98491.4 95557.7 292199 91741.8 87153.8 86593.2 80225.9 122095 73240.4 95212.6 70785.1 66416.4 63276.5 61607.3 60197.1 56980.3 49104.9 46055.8 44224.9 35992 34588 29511.7 22948 30099.6 18382.2 17248.9 13972.1 4934.72 2879.28 2056.21 1135.84 478.327 threshold=0 224.14500000000001 242.64500000000001 18.891000000000002 543.20000000000016 398.24814000000003 171.81400000000002 243.58000000000001 95.466000000000022 2022.5000000000002 1 2 332.39451000000003 118.92600000000002 254.57570000000001 442.89500000000004 27.286500000000004 242.15000000000003 223.35100000000003 3 4 374.62500000000006 1066.3056000000001 650.90000000000009 48.180700000000009 5 126.32950000000001 6 7 2022.5000000000002 2022.5000000000002 292.11750000000001 8 783.48000000000013 65.820000000000007 9 3.4897000000000005 382.71220000000005 2022.5000000000002 393.76511200000004 54.652568500000008 304.84125000000012 2.0632500000000005 549.10000000000002 481.77300000000008 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 1 1 2 2 2 2 9 2 9 1 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 7 8 15 22 9 14 -3 11 26 13 -13 17 20 33 18 32 31 25 27 23 44 35 45 42 -22 -20 -21 -6 -9 -2 43 -27 39 37 41 -25 -12 -37 -16 -10 -17 -7 -1 right_child=4 2 -4 -5 30 6 -8 19 10 -11 24 12 -14 -15 36 16 -18 -19 28 29 21 -23 -24 38 -26 34 -28 -29 -30 -31 -32 -33 -34 -35 -36 40 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 leaf_value=0.19691852365221299 0.0036838833698528335 1.3431683077130998 2.657141244808833 1.4156960542996726 0.38958034697033117 0.34630822381665632 1.5575752921331496 -0.06773553693736041 -0.082687966173345395 0.16229637336730957 0.086688363369968199 1.1734768319129945 1.1828375971317291 0.18152961571165857 0.30639271759986875 0.27508512067794799 1.3746683259443804 0.65115516026814779 0.33882207486255111 0.11467642947851893 0.14061588945850056 0.78436303470445723 0.7625576122601827 -0.39465822199980416 0.47875014730401944 -0.029171874341265336 0.56282955622673037 0.049302840302276121 -0.00046150995152337211 -0.2605273542524893 1.0343306664184286 0.39820202396373555 -0.012952307994043802 -0.30632062578201291 0.13231508065622749 -0.038840009392929205 0.028813621401786806 0.58464561763562661 0.015834039449691771 0.35362702992227341 0.22025272786617278 0.086910916510082425 0.051981024742126465 0.14328432707950986 0.4288860270712111 0.16470221705820368 leaf_weight=98 19106 21 24 27 21 31 21 27 77 20 234 20 24 94 20 20 22 21 111 83 786 23 24 24 37 2235 20 11902 102 79 27 99 97656 20 141 386 24 38 20 27 22 21 20 29 36 87 leaf_count=98 19106 21 24 27 21 31 21 27 77 20 234 20 24 94 20 20 22 21 111 83 786 23 24 24 37 2235 20 11902 102 79 27 99 97656 20 141 386 24 38 20 27 22 21 20 29 36 87 internal_value=0 0.0607286 0.420993 0.270241 -0.00813372 0.0519463 0.436095 0.176237 -0.00844356 0.767133 0.116806 0.282455 0.465685 0.355555 -0.00947146 0.0480455 0.371134 -0.00974357 -0.00986222 0.0921167 0.0461204 0.0563844 0.261642 0.153336 0.0522347 -0.00502357 0.0466869 0.0551092 0.192234 -0.0643228 0.752252 0.27642 -0.0102309 0.0511672 -0.0195066 0.0294265 0.299622 0.381893 -0.208071 0.110085 -0.0242744 0.193975 -0.0549212 0.197081 0.390678 0.172447 internal_weight=0 15899 380 356 118108 15519 156 329 118060 41 961 255 138 114 117099 15363 91 116996 116975 288 15272 12711 135 111 706 2561 117 12688 213 162 48 126 116762 69 2376 669 103 79 44 261 408 41 97 49 67 185 internal_count=134007 15899 380 356 118108 15519 156 329 118060 41 961 255 138 114 117099 15363 91 116996 116975 288 15272 12711 135 111 706 2561 117 12688 213 162 48 126 116762 69 2376 669 103 79 44 261 408 41 97 49 67 185 cat_boundaries=0 6 12 13 14 15 20 25 26 32 33 cat_threshold=4227072 67239939 28756 432078976 167916099 16850944 536871424 4096 1024 0 0 268435456 740 1924 640 0 131072 8196 268435584 8192 0 3 4 16842880 33698368 976 2181316736 538969168 1074136449 3222441984 16826368 4211376 1376 is_linear=0 shrinkage=0.01 Tree=102 num_leaves=36 num_cat=6 split_feature=0 9 2 25 4 11 25 24 0 2 18 0 5 24 5 2 5 3 24 13 3 23 5 26 15 25 5 2 2 2 2 2 2 2 13 split_gain=652536 995067 1.64972e+06 476424 462017 231162 154578 178500 182283 141196 131869 114096 111680 207222 109578 101667 128534 98615.7 94357.8 93318.6 92302.5 90000.5 86793.1 59610.6 57679.8 47811.5 21371.6 22979.2 17045.3 16444.8 42564.3 6024.17 3780.38 3470.8 3208.54 threshold=95.466000000000022 140.83674000000002 174.86250000000004 0 400.30000000000007 223.35100000000003 1 2 430.17000000000002 783.48000000000013 342.98550000000006 104.05000000000001 192.26595000000003 3 366.02500000000003 223.35100000000003 47.856750000000012 782.62500000000011 4 382.71220000000005 26.730900000000002 242.15000000000003 232.66575000000003 2022.5000000000002 415.99500000000006 5 150.03545950000003 74.402200000000008 1048.2900000000002 335.81400000000008 272.73498000000006 482.16800000000006 312.70000000000005 440.18000000000006 513.23075000000006 decision_type=2 2 2 9 2 2 9 1 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=3 4 20 9 5 6 7 8 -2 10 12 -9 17 14 -14 19 23 18 -1 21 -3 24 -15 29 25 -5 27 -8 -11 30 -17 32 -25 -31 -21 right_child=1 2 -4 15 -6 -7 26 11 -10 28 -12 -13 13 22 -16 16 -18 -19 -20 34 -22 -23 -24 31 -26 -27 -28 -29 -30 33 -32 -33 -34 -35 -36 leaf_value=0.008428892324516048 0.27664238704453914 -0.039111735270573544 3.7939585046768189 0.0024767778291455386 1.5521997227876083 1.1433836273713547 0.0063257970747163132 0.73611033690472438 0.86803799229283485 0.39196121072769169 0.62198546385765074 0.027008965246092816 0.31128015419532512 0.51109625882115861 0.94346220713395346 0.16908120406301397 0.85593664022592397 -0.45890494053180403 0.062293266981223012 0.34582214811573858 0.86450447273254394 0.64464354560488746 -0.088189967434981767 -0.072259178048088443 0.36960025513172151 -0.0134316538923913 -0.31069780111312867 0.22780087871551516 0.7836336990356445 0.038986945152282716 0.69417193045982939 -0.17045209853813567 0.059656474643283421 0.20795487296196721 0.50948145809173584 leaf_weight=4860 327 26 20 23710 23 22 743 24 62 20 40 416 58 29 52 38 26 39 9905 23 20 21 145 42 40 93005 20 50 25 20 26 29 45 31 25 leaf_count=4860 327 26 20 23710 23 22 743 24 62 20 40 416 58 29 52 38 26 39 9905 23 20 21 145 42 40 93005 20 50 25 20 26 29 45 31 25 internal_value=0 0.191709 1.39625 -0.00250031 0.144584 0.125128 0.111485 0.206416 0.361605 0.050204 0.0485733 0.0642275 0.0470531 0.243481 0.559286 -0.00933396 0.189342 0.0432849 0.0446113 -0.00977182 0.353765 -0.00995303 0.0110557 0.114314 -0.0100708 -0.0102009 0.0120002 0.0202902 0.609557 0.275651 0.382399 -0.0456332 -0.00402694 0.141693 0.431061 internal_weight=0 1753 66 132254 1687 1664 1642 829 389 15173 15128 440 15088 284 110 117081 257 14804 14765 116824 46 116776 174 231 116755 116715 813 793 45 115 64 116 87 51 48 internal_count=134007 1753 66 132254 1687 1664 1642 829 389 15173 15128 440 15088 284 110 117081 257 14804 14765 116824 46 116776 174 231 116755 116715 813 793 45 115 64 116 87 51 48 cat_boundaries=0 6 12 13 14 15 21 cat_threshold=4227072 67239939 28756 433127552 167916099 16850944 536903680 4384 17664 0 16777219 268435456 1482 2625 2944 2181316736 538969168 1074136449 3221393408 16826368 37765808 is_linear=0 shrinkage=0.01 Tree=103 num_leaves=45 num_cat=8 split_feature=0 9 2 25 4 11 1 2 25 24 1 25 5 24 2 5 3 13 3 23 5 5 5 25 24 7 1 1 26 15 25 7 3 5 2 2 2 5 2 26 2 2 13 26 split_gain=639550 975265 1.61689e+06 466950 452822 226562 207517 334899 151502 174948 179338 112451 110808 213682 99643.8 125976 95913.9 91461.6 90465.7 88209.5 86839.2 84954.8 210647 81830.5 230395 76224.1 64661.9 108191 58424.3 56532 46860.2 46407 26116.7 20946.3 22521.9 16117.5 41717.3 9487.96 5904.29 5701.88 3705.15 3401.74 3144.69 521.293 threshold=95.466000000000022 140.83674000000002 174.86250000000004 0 400.30000000000007 223.35100000000003 398.24814000000003 150.48552500000002 1 2 213.87530000000001 3 192.26595000000003 4 223.35100000000003 47.856750000000012 400.30000000000007 382.71220000000005 26.730900000000002 242.15000000000003 232.66575000000003 366.02500000000003 545.08500000000015 5 6 650.90000000000009 1066.3056000000001 650.90000000000009 2022.5000000000002 415.99500000000006 7 9.2990805000000023 1048.2900000000002 150.03545950000003 74.402200000000008 335.81400000000008 272.73498000000006 232.66575000000003 482.16800000000006 2022.5000000000002 312.70000000000005 440.18000000000006 513.23075000000006 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 9 1 2 9 2 1 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 4 18 6 5 8 12 26 9 10 -2 -11 16 21 17 28 23 19 -3 29 -15 37 -23 24 -1 -25 27 43 35 30 -5 -22 39 34 -10 36 -16 -14 40 -18 -30 -37 -19 -8 right_child=1 2 -4 14 -6 -7 7 -9 33 11 -12 -13 13 20 15 -17 32 42 -20 -21 31 22 -24 25 -26 -27 -28 -29 38 -31 -32 -33 -34 -35 -36 41 -38 -39 -40 -41 -42 -43 -44 -45 leaf_value=0.50400480747222898 0.30972801563332558 -0.038720620595491848 3.756018938064575 0.0024520206074220069 1.5366777204430622 1.1319498131491923 0.40741616249084472 1.6309888935089112 0.0062625401422963011 0.32193272618743463 1.1694746949122503 -0.032594574718164057 0.51720034644717261 0.50598529223738054 0.167390390571795 0.84737725844750034 -0.088892964124679563 0.34236392145571498 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shrinkage=0.01 Tree=104 num_leaves=46 num_cat=12 split_feature=0 9 2 25 25 18 0 1 2 24 1 18 2 1 9 23 3 3 24 25 25 1 1 1 24 3 25 24 1 2 0 6 0 25 25 3 9 9 6 0 2 24 2 2 1 split_gain=626929 955830 1.58471e+06 457714 246364 373216 332320 203383 328235 103986 104380 99240.3 97660.9 98979.9 90415.4 96074.1 88665.4 84298.2 87503.9 133824 119634 71261.7 63375.1 106038 58655 82467.6 52062.9 92024.5 142913 57297 45521.2 132349 39975.3 30546.9 30457.8 28023 27508.4 41611.7 20420.2 14199.7 10579.8 9627.83 4221.75 879.025 255.87 threshold=95.466000000000022 140.83674000000002 174.86250000000004 0 1 24.847500000000004 782.62500000000011 398.24814000000003 150.48552500000002 2 224.64000000000001 374.62500000000006 223.35100000000003 177.74775000000002 370.88500000000005 242.15000000000003 26.730900000000002 1048.2900000000002 3 4 5 11.940750000000001 1066.3056000000001 650.90000000000009 6 11.040900000000002 7 8 46.726464000000014 74.402200000000008 16.345395000000003 161.20500000000004 121.97500000000001 9 10 145.10250000000005 678.37500000000011 496.59492500000005 51.627960000000009 255.30450000000005 272.73498000000006 11 312.70000000000005 440.18000000000006 481.77300000000008 decision_type=2 2 2 9 9 2 2 2 2 1 2 2 2 2 2 2 2 2 1 9 9 2 2 2 1 2 9 1 2 2 2 2 2 9 9 2 2 2 2 2 2 1 2 2 2 left_child=3 4 16 7 5 6 9 11 22 21 -11 17 14 24 15 30 -3 18 19 -1 -20 -2 23 44 40 42 27 28 32 38 33 -32 -6 -5 39 -36 37 -16 41 -29 -14 -28 -26 -42 -9 right_child=1 2 -4 12 26 -7 -8 8 -10 10 -12 -13 13 -15 36 -17 -18 -19 20 -21 -22 -23 -24 -25 25 -27 29 34 -30 -31 31 -33 -34 -35 35 -37 -38 -39 -40 -41 43 -43 -44 -45 -46 leaf_value=0.40252875956278 0.43502481425680761 -0.038333411216735842 3.7184586277008056 0.002446668417751307 0.5973032561592434 1.6538897333145142 1.1797363178150075 0.39439034166007203 1.6146790180206299 -0.020060782800928205 0.61612134917029016 0.57757622405460907 0.095074548556886879 0.84346386182875865 0.43953329057404489 0.68322792816162103 0.84730083465576178 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0.199195 0.048505 0.0457083 -0.00914823 0.185574 -0.00957738 -0.00980036 0.346725 0.0444671 0.0453548 0.0793765 0.0280943 0.334741 0.230951 0.122067 0.127033 0.252863 0.0518237 0.13034 0.357681 -0.00783879 -0.0099191 0.0255739 0.230934 -0.0110178 0.0433607 0.106217 0.33752 0.21809 -0.029916 -0.0879661 -0.060229 -0.0407309 0.156667 -0.131147 0.37272 internal_weight=0 1753 66 132254 1687 582 562 15173 140 525 262 15033 117081 257 116824 116749 46 14998 14977 5020 9957 263 120 98 236 135 1105 472 122 633 116729 3505 101 113224 350 238 75 54 601 112 101 581 111 72 62 internal_count=134007 1753 66 132254 1687 582 562 15173 140 525 262 15033 117081 257 116824 116749 46 14998 14977 5020 9957 263 120 98 236 135 1105 472 122 633 116729 3505 101 113224 350 238 75 54 601 112 101 581 111 72 62 cat_boundaries=0 6 12 13 14 19 24 25 31 32 38 43 44 cat_threshold=4227072 67239939 28756 433127552 167916099 16850944 536903680 4096 5120 0 1 268435456 1490 1121 0 0 4 134283264 512 0 67108864 16452 406913024 131584 3342 8389120 1179680 536887552 0 16777218 536870912 1092 2181316740 538969168 1074136449 1074565120 4212736 4211376 8388608 131072 256 0 16777216 2340 is_linear=0 shrinkage=0.01 Tree=105 num_leaves=35 num_cat=8 split_feature=25 6 0 4 2 5 24 9 17 2 5 5 0 25 24 3 3 7 5 8 0 0 2 25 2 24 23 25 11 15 13 23 24 0 split_gain=668807 473110 331367 930193 253005 159767 439524 606959 200023 153323 242659 136318 111251 96687.7 89092.3 115583 219094 81077.5 83654.9 148435 79790.6 79489.8 70754.3 52451 55303.5 46419.7 36690.5 35979.7 32264.1 31497.7 28163.7 26507.3 23238 8429.51 threshold=0 783.48000000000013 430.17000000000002 55.571249999999999 1048.2900000000002 26.808500000000006 1 41.476000000000006 36.982000000000006 185.76000000000002 223.76500000000001 172.35100000000003 638.18750000000011 2 3 293.03820000000002 400.30000000000007 650.90000000000009 103.80000000000001 91.640000000000015 224.14500000000001 539.75000000000011 121.92880000000001 4 293.03820000000002 5 23.460000000000004 6 43.840000000000011 11.871000000000002 76.070000000000022 36.877500000000005 7 782.62500000000011 decision_type=9 2 2 2 2 2 1 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 9 2 1 2 9 2 2 2 2 1 2 left_child=1 2 5 12 9 14 7 11 22 13 20 -7 -4 17 28 29 -17 18 25 -20 23 26 -8 24 -11 -2 27 -15 30 -16 -1 -28 -25 -14 right_child=4 -3 3 -5 -6 6 8 -9 -10 10 -12 -13 33 21 15 16 -18 -19 19 -21 -22 -23 -24 32 -26 -27 31 -29 -30 -31 -32 -33 -34 -35 leaf_value=-0.027356636662336113 0.022203063974735846 1.4282715419622567 0.58261090891701839 2.5709799323081972 1.0652894848043268 0.10092576085225397 0.0017480458108390252 2.4083917918205264 1.040917098635719 0.50061159779808739 0.94954069086023285 0.86272647082805631 0.049239802587599989 -0.0053809164132454469 0.072673254345805682 0.98609099411964429 0.069651864242553721 0.5203226563238329 0.091832223148229211 0.77179997035435266 0.69332496534694332 0.60275337627955838 0.42372244141318582 0.1240092899240889 0.041091370391845711 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internal_count=134292 9234 9208 115 125058 9093 589 114 475 125036 477 94 95 124559 8504 7121 115 26140 26109 423 440 98419 454 418 105 25686 98398 98327 1383 7006 1353 71 313 53 cat_boundaries=0 6 7 13 14 17 18 24 25 cat_threshold=2147516416 131074 4160 423690240 33689603 8192 2049 38027264 1280 172246292 1620086912 151037952 541130769 129 512 0 17408 1137 547358336 269498464 1082132993 2147885348 0 42994240 336 is_linear=0 shrinkage=0.01 Tree=106 num_leaves=37 num_cat=7 split_feature=25 6 0 4 2 1 2 5 5 1 1 2 0 25 5 1 8 0 24 6 24 25 0 4 5 0 23 25 23 25 2 1 1 26 26 26 split_gain=655497 463695 324773 911682 247971 178748 150297 237821 126552 132526 125270 124831 109037 94764.4 79042.2 275517 103143 77908 56713.9 130718 50113.8 83719.1 47874.1 47128.6 41961.3 38250.5 35960.4 35502.9 25979.8 25617.6 23513.9 14652.2 14277.8 19540.2 8673.93 1314.84 threshold=0 783.48000000000013 430.17000000000002 55.571249999999999 1048.2900000000002 438.37500000000006 185.76000000000002 223.76500000000001 316.16700000000009 15.577650000000002 104.17500000000001 145.10250000000005 638.18750000000011 1 103.80000000000001 96.020000000000024 65.449500000000015 539.75000000000011 2 296.0025 3 4 186.50375000000003 52.107000000000006 201.25000000000003 7.39975 23.460000000000004 5 36.877500000000005 6 293.03820000000002 187.26000000000002 789.60480000000007 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 1 9 2 2 2 2 2 9 2 9 2 2 2 2 2 2 left_child=1 2 5 12 6 8 13 10 18 23 22 32 35 14 20 16 -16 26 19 -1 29 -22 30 -10 -17 -20 27 -15 -28 -2 -8 -12 33 -7 -14 -4 right_child=4 -3 3 -5 -6 11 7 -9 9 -11 31 -13 34 17 15 24 -18 -19 25 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31 -32 -33 -34 -35 -36 -37 leaf_value=-0.0084096510686357036 -0.023684024467563802 1.4139888957830575 0.5234372095628218 2.5452700457572939 1.0546366344798694 0.22412659381997999 0.094220292170296663 0.94004527478604705 0.13631255569129155 1.1251366519927979 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24 0 0 0 25 4 1 1 0 0 0 0 10 0 0 26 26 25 5 26 0 1 26 10 split_gain=642290 353396 1.24471e+06 220981 174802 194055 331386 171076 168876 138433 109266 97791.2 104826 97040.1 96844.9 202198 107834 133885 92859 82469.4 77439.9 68066.6 66708.2 60177.6 60688.7 58503.5 53579.5 51891.4 51705.2 136641 49409.8 38596.3 42742.4 29371.2 22759.9 22025.3 20773.9 133955 42533 19001.2 16439.6 18746.5 15635.4 15285 15006.4 9810.4 5668.23 3572.8 1063.41 185.163 131.397 threshold=0 430.17000000000002 161.35500000000005 316.16700000000009 65.08550000000001 1 13.784355000000003 438.37500000000006 5.6142500000000011 650.90000000000009 638.18750000000011 2 74.256500000000017 374.62500000000006 96.020000000000024 179.06525000000002 3 481.77300000000008 2022.5000000000002 650.90000000000009 638.18750000000011 366.02500000000003 4 232.65000000000001 5 782.62500000000011 442.27000000000004 6 224.14500000000001 243.58000000000001 161.35500000000005 7 109.52500000000002 398.24814000000003 317.92500000000007 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213.3887 2.9140000000000001 2022.5000000000002 417.10750000000002 285.75500000000005 2022.5000000000002 393.76511200000004 2022.5000000000002 57.109650000000009 decision_type=9 2 2 2 2 1 2 2 1 2 2 2 2 9 2 2 1 2 2 9 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 12 19 6 44 16 9 11 23 -9 56 14 24 -16 33 34 -19 20 26 22 25 -10 40 -22 27 28 -2 31 52 36 43 38 -18 -29 39 -38 -1 -21 -7 -33 -43 -28 54 -46 -47 48 49 -15 -17 -14 53 -31 -6 -50 -4 -49 right_child=4 -3 3 -5 5 13 -8 8 10 -11 -12 -13 51 47 15 50 17 18 -20 29 21 -23 -24 -25 -26 -27 32 35 -30 30 -32 41 -34 -35 -36 -37 37 -39 -40 -41 -42 42 -44 -45 45 46 -48 57 55 -51 -52 -53 -54 -55 -56 -57 -58 -59 leaf_value=-0.02694916638800442 0.13723937282646562 1.3963973294771634 0.51275787353515623 2.49323060297966 0.12570661476680212 0.086724284068447607 1.2378488102886411 0.09872387546560038 0.20825832590881713 2.3772424035072328 1.0249134209042503 0.80972567634582515 0.0023486691136513989 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13 24 24 26 25 12 2 23 3 23 1 26 25 2 2 0 2 26 2 6 split_gain=616978 444069 306575 857001 241861 171581 148130 184030 154794 225352 122222 102691 91991.2 76938.1 69471.8 66928.5 55487 102043 53506.9 48896.7 92337.1 59374.4 48873.9 51130.1 41877.2 40940.4 66548.7 29946.9 41785.6 26084.9 24986.5 23946.5 16491.2 13571.9 19059.5 13514.7 12487.2 10995.8 8143.8 1729.36 1272.28 59.3661 0.028023 threshold=0 783.48000000000013 430.17000000000002 55.571249999999999 1048.2900000000002 438.37500000000006 185.76000000000002 1 150.51452500000002 67.122500000000016 145.10250000000005 638.18750000000011 2 76.38300000000001 275.85250000000002 4.432500000000001 81.910500000000013 43.375000000000007 2022.5000000000002 11.040900000000002 650.90000000000009 51.027500000000011 401.66700000000003 140.18520000000004 3 4 2022.5000000000002 5 195.72300750000002 364.63500000000005 14.588000000000001 19.649875000000005 24.468750000000004 789.60480000000007 2022.5000000000002 6 440.18000000000006 335.81400000000008 782.62500000000011 312.70000000000005 2022.5000000000002 543.20000000000016 545.08500000000015 decision_type=9 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 1 1 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 5 11 6 14 12 8 9 31 33 40 13 16 22 27 24 -18 32 20 -15 -21 23 -1 -2 26 29 28 -14 -9 -20 -8 -17 34 -7 -29 37 -27 -13 -28 -4 -38 -24 right_child=4 -3 3 -5 -6 10 7 25 -10 -11 -12 38 15 19 -16 18 17 -19 30 21 -22 -23 42 -25 -26 36 39 35 -30 -31 -32 -33 -34 -35 -36 -37 41 -39 -40 -41 -42 -43 -44 leaf_value=0.062449225394382343 -0.010736797436419568 1.3824333550379828 0.50763029531999071 2.4682983121275903 1.0416351478750057 0.21489185497678559 -0.018194495561795358 0.49996515849803358 1.1172609687673636 0.97693626983745674 1.1749530701637267 0.051114801679338726 -0.0066571922667200516 0.043888643759919937 0.51395114548066079 0.12189898287808454 0.075772048432237171 0.78548819348925636 0.5919254406036869 0.47391372827709549 0.63720588547842849 -0.1004187842210134 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0 2 3 26 24 1 23 25 4 25 24 3 0 1 24 2 1 1 26 0 split_gain=629730 759894 371742 1.19438e+06 271802 249042 233951 179502 174405 167916 342411 133531 122559 118018 107834 124885 92978.5 438793 87734.7 92434.3 344749 86050.1 70723.6 68058.9 53244.5 68997.7 64533.1 48677.4 39105.7 25053 24235.7 20915 10765.2 5971.04 2853.49 threshold=0 1048.2900000000002 362.49400000000003 80.637750000000025 442.89500000000004 797.90800000000002 161.54175000000006 48.662000000000006 442.89500000000004 25.333500000000004 397.42490000000004 539.75000000000011 650.90000000000009 783.48000000000013 1 25.970500000000005 272.73498000000006 172.09050000000002 2022.5000000000002 2 398.24814000000003 219.08740500000002 3 90.595050000000001 4 5 145.10250000000005 430.17000000000002 438.37500000000006 6 94.572500000000019 336.69250000000005 177.74775000000002 2022.5000000000002 782.62500000000011 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 9 2 9 1 2 2 2 1 2 2 2 2 2 left_child=1 2 4 11 8 6 9 18 16 21 14 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cat_threshold=5275648 131073 12356 419430528 33698369 855638528 268440096 671106304 2147614756 2 805306368 1132 0 0 4 16777216 139264 2147762176 607128592 1074004369 551124992 134250496 18940561 32 1816 is_linear=0 shrinkage=0.01 Tree=111 num_leaves=45 num_cat=7 split_feature=25 3 0 4 6 1 0 5 0 25 24 0 26 7 6 0 13 26 1 23 4 25 4 3 26 24 3 7 6 25 0 24 1 6 3 3 1 1 0 1 0 0 0 1 split_gain=617371 813931 386412 1.16426e+06 311534 230374 171089 161049 160399 165257 323663 422324 516356 151600 132562 105786 103256 94367 100304 84175.2 79573 77540.2 76139.1 75181.3 133703 78384.1 73565.7 67942.2 65405.2 57967.9 65815.7 49401.4 23735.1 22650.3 17479.8 15170.6 11507 10980.2 12767.5 10271.3 9723.53 8908.72 6749.43 2122.27 threshold=0 1048.2900000000002 430.17000000000002 55.571249999999999 442.89500000000004 161.54175000000006 539.75000000000011 48.662000000000006 25.333500000000004 1 2 95.466000000000022 2022.5000000000002 442.89500000000004 650.90000000000009 32.452770000000008 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cat_boundaries=0 5 11 12 18 19 25 26 cat_threshold=1081344 131073 12292 419430528 33698369 570425344 0 256 0 0 268435456 1106 4472832 607128592 1073742288 551124992 134217728 18939905 2179 287311360 268440352 671106048 2147614756 16642 536870912 32 is_linear=0 shrinkage=0.01 Tree=112 num_leaves=37 num_cat=7 split_feature=25 3 0 2 6 9 1 5 7 0 2 6 7 25 0 2 3 26 24 1 23 25 1 3 25 25 0 0 1 24 2 1 1 3 0 0 split_gain=605357 729569 358040 417458 260841 243831 224726 172600 167880 161280 334705 117731 114000 103471 123626 90997.8 429280 84263.4 90865.7 336184 82660.3 69363.4 59546.8 51834.2 106249 53702.7 44877.4 41854.3 38902.5 24531.9 23669 20305 10543.7 6405.58 3758.41 3406.31 threshold=0 1048.2900000000002 362.49400000000003 23.742500000000003 442.89500000000004 797.90800000000002 161.54175000000006 48.662000000000006 442.89500000000004 25.333500000000004 397.42490000000004 650.90000000000009 783.48000000000013 1 430.17000000000002 272.73498000000006 172.09050000000002 2022.5000000000002 2 398.24814000000003 219.08740500000002 3 336.69250000000005 72.992500000000021 4 5 782.62500000000011 539.75000000000011 438.37500000000006 6 94.572500000000019 336.69250000000005 177.74775000000002 8.0130000000000017 430.17000000000002 1083.9006000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 9 2 2 9 9 2 2 2 1 2 2 2 2 2 2 left_child=1 2 4 26 8 6 9 17 15 20 13 -6 -10 14 -11 21 -17 18 19 -8 23 -1 33 25 -25 -2 27 34 -20 31 -15 -19 -31 -9 -4 -28 right_child=5 -3 3 -5 11 -7 7 22 12 10 -12 -13 -14 30 -16 16 -18 29 28 -21 -22 -23 -24 24 -26 -27 35 -29 -30 32 -32 -33 -34 -35 -36 -37 leaf_value=0.20347450549027016 0.015891757461261403 1.9371817477544151 0.29756052087335028 1.7516481844584146 1.03893893705832 1.0237555877022122 0.20196767720309172 0.34871350240707399 0.81235987059924075 0.089568598057585977 1.2620449091040571 0.28829655627409617 -0.041049136286196504 -0.008839658146208346 0.53719976574182515 0.10735297053693289 1.6581605978012084 0.22685137076510323 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0.367509 0.59099 internal_weight=0 9971 9950 166 9784 124390 124367 582 9699 123785 3540 85 72 3517 1779 9627 186 522 253 114 120245 9441 60 120224 1126 119098 142 98 139 269 1738 107 162 40 61 44 internal_count=134361 9971 9950 166 9784 124390 124367 582 9699 123785 3540 85 72 3517 1779 9627 186 522 253 114 120245 9441 60 120224 1126 119098 142 98 139 269 1738 107 162 40 61 44 cat_boundaries=0 5 11 12 17 22 28 29 cat_threshold=5275648 131073 12356 419430528 33698369 855638528 268440096 671106304 2147614756 2 805306368 1132 0 0 4 16777216 139264 536870912 4128 536871936 0 16777216 2147762176 607126544 1074004369 551387136 134250496 18940561 1816 is_linear=0 shrinkage=0.01 Tree=113 num_leaves=41 num_cat=6 split_feature=25 3 0 2 6 2 9 1 7 9 6 2 0 25 0 25 26 26 1 23 25 25 8 26 1 11 7 0 2 11 0 1 8 0 2 25 2 11 0 2 split_gain=593635 782935 371876 368797 299975 274165 453834 149741 145600 145487 127565 101268 97605.6 109838 104005 93800.3 143327 93064.4 82997.4 80936.6 70196.5 69683.1 69028.4 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37 -9 -7 -15 -30 38 -23 -18 right_child=5 -3 3 -5 10 6 -8 21 26 -11 -12 17 13 35 -16 22 39 -19 -20 -21 -22 32 -24 29 -26 -27 -28 -29 36 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 leaf_value=0.053969863440550735 0.018810196700986669 2.0578038479089735 0.58105415298825225 1.8705123958587646 1.1461799461701336 0.5884229115645091 1.6862397184826079 0.072555654197931294 0.75286183964122433 0.82549596059890018 0.33063740751960063 0.098681913433652929 0.083753091696047749 -0.082103457080101111 0.49706190366593617 0.41185586512088779 0.10944075124017123 0.87516443318334125 -0.15996958992697977 0.61230495952424546 -0.01067852045591839 0.051677367109132101 0.6373615295886994 0.20670290890861961 1.3213643277775158 0.42522928198178611 0.076809900828770233 0.88632914066314694 0.024013411300938304 0.49099274998619441 0.096821691072904156 -0.19325583610534669 0.40604747539216823 0.51843691301345829 0.97924150405391575 0.0040116861068121238 -0.25518931341171264 -0.22667781281471253 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124974 78 8132 124953 3688 1876 383 104 62 99 121265 121244 569 279 171 74 8070 65 77 259 97 47 76 398 52 55 1812 235 376 356 49 cat_boundaries=0 5 11 17 23 27 33 cat_threshold=1081344 131073 12292 419430528 33698369 857735680 268440096 671106304 2147614756 258 805308480 4194304 1052672 1024 0 0 536870912 2151956480 606080016 1074004433 551124992 134217728 18940049 512 1052672 16640 4194304 4206752 2048 526417 4203008 0 16 is_linear=0 shrinkage=0.01 Tree=114 num_leaves=31 num_cat=5 split_feature=25 3 2 3 9 1 17 18 4 2 25 2 8 23 4 24 11 25 3 12 8 16 1 24 1 26 1 26 17 1 split_gain=581885 700473 271542 1.17551e+06 234799 215920 170379 467625 135180 134391 93669.1 100520 85358.8 82318.4 74086.2 72612.4 185896 77269.4 72601.4 212540 64655.6 55456.4 47998.5 44443.3 97858.5 40792.7 30253.5 37014.2 22679.8 8470.27 threshold=0 1048.2900000000002 272.73498000000006 199.86000000000004 797.90800000000002 161.54175000000006 109.37875000000001 47.322550000000007 779.31175000000019 783.48000000000013 1 161.35500000000005 36.895000000000003 232.65000000000001 72.686250000000015 2 282.40044000000006 3 77.170100000000005 174.97500000000002 12.664250000000001 55.359000000000002 19.627500000000001 4 398.24814000000003 2022.5000000000002 84.373000000000005 2022.5000000000002 479.84000000000009 481.77300000000008 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 9 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 2 6 12 5 9 8 21 15 13 11 14 26 18 25 16 -1 -17 22 -20 23 28 -2 24 -12 -7 27 -4 -8 -25 right_child=4 -3 3 -5 -6 10 7 -9 -10 -11 20 -13 -14 -15 -16 17 -18 -19 19 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.0022280691346950039 -0.0088606165048437033 1.8982028813589187 0.21504374994550432 2.7325886993408206 1.0046222263833751 0.36368099043243812 0.17032782516981429 1.7111301637732463 0.69612784602425326 0.63132021586100262 0.051655400117238362 0.90905424874404372 0.76697784727269946 0.61911581084841771 0.75194865226745611 0.22384876164250403 0.96605112361907963 0.063419441728433265 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9743 143 9600 123785 582 219 187 123752 190 9567 2319 7248 123731 1204 363 120 122527 343 101 162 165 143 99 242 cat_boundaries=0 5 9 10 15 16 cat_threshold=5275648 131073 12356 419430528 33698369 16896 4096 17408 4194304 2177 0 0 4 16777216 33693760 304 is_linear=0 shrinkage=0.01 Tree=115 num_leaves=36 num_cat=7 split_feature=25 4 2 6 2 2 6 17 11 17 25 24 26 1 2 14 25 2 3 24 3 13 4 3 7 12 4 25 24 4 3 6 3 16 26 split_gain=586996 294903 282010 211228 206667 112149 152688 110904 347640 119770 104585 534087 173179 116805 99769.9 200105 113470 154150 175893 83374.6 78822.7 70756.8 68974.4 112177 48777 47477.5 40722 31324.4 27030.3 20312.4 18682.4 16056.8 13853.5 11363.3 1616.82 threshold=0 400.30000000000007 212.70000000000005 442.89500000000004 783.48000000000013 5.6142500000000011 783.48000000000013 109.37875000000001 172.50000000000003 144.12840000000003 1 2 2022.5000000000002 1066.3056000000001 26.787500000000005 119.57250000000001 3 272.73498000000006 6.2950000000000008 4 483.18750000000006 557.40000000000009 1048.2900000000002 20.080500000000004 650.90000000000009 10.846470000000002 648.37500000000011 5 6 482.64500000000004 174.86250000000004 545.08500000000015 650.90000000000009 20.434000000000001 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 left_child=1 3 22 7 14 6 31 10 9 -9 11 12 -1 19 20 16 17 28 -19 -12 21 24 23 26 27 -11 29 -2 -16 -3 33 -5 -22 -18 -13 right_child=4 2 -4 5 -6 -7 -8 8 -10 25 13 34 -14 -15 15 -17 30 18 -20 -21 32 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 leaf_value=0.42610743748057972 0.0067010493136591548 0.029731549387392787 1.6134065103530884 0.20639250798658892 0.92031528900067017 1.158129712513515 0.89257734021832857 0.81068418668664022 1.5413232636451721 -0.050585497773211932 0.014643951491488989 -0.21730171304000054 1.2392661632537842 0.75719334063322652 0.15671342467942073 0.86310221338272097 -0.024907693665156355 0.27071103038667121 1.3205261096954346 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82 14556 180 160 14376 211 105 14165 119727 2852 2822 1513 99 14142 116875 116823 122 101 116801 137 81 116776 1414 48 1309 51 52 1284 106 internal_count=134552 14801 142 14659 119751 103 82 14556 180 160 14376 211 105 14165 119727 2852 2822 1513 99 14142 116875 116823 122 101 116801 137 81 116776 1414 48 1309 51 52 1284 106 cat_boundaries=0 6 11 12 18 19 25 26 cat_threshold=2147516416 67239939 20804 427884544 33698369 2105344 0 2 4 0 139264 1734 822109696 34609952 3072 4325408 16793600 268437504 3716 4472832 2099216 176302737 3221520388 134252544 557908529 1537 is_linear=0 shrinkage=0.01 Tree=116 num_leaves=43 num_cat=10 split_feature=25 5 1 7 0 2 24 2 25 24 26 1 2 14 25 2 26 5 25 20 26 13 0 24 26 26 0 25 18 25 7 23 5 7 5 2 5 1 25 26 2 5 split_gain=575321 507444 766842 329737 241777 202554 153610 228251 110721 324517 199660 102795 97808.4 196119 111235 151072 132812 95879.3 118015 78260.4 75508.7 69306.4 69075.2 68884.4 66146 60467.4 47991.4 82621 81694.7 43337.7 52351.3 47384.8 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14801 183 162 14618 119751 544 328 14074 778 385 13296 119727 2852 2822 1513 99 300 280 13229 393 116875 216 13209 139 67 116853 2249 1139 114604 8898 105706 1414 193 90 1309 49 1110 1211 171 98 59 cat_boundaries=0 6 7 12 13 19 24 25 30 36 42 cat_threshold=2147516416 67239939 20804 427884544 33698369 2105344 2101 0 2 4100 151060480 139264 1477 822109696 34609952 3072 4325408 16793600 268437504 32768 0 0 0 1 644 849348096 1052960 675283968 2147483648 16777216 4210688 2099216 8530577 1078759424 138446848 557924913 8454272 536870912 538968065 2147483648 65536 536870912 is_linear=0 shrinkage=0.01 Tree=117 num_leaves=33 num_cat=6 split_feature=25 0 4 11 2 0 6 2 25 24 1 2 14 25 2 11 20 13 6 22 0 25 7 9 6 24 1 16 2 22 0 0 split_gain=563962 371974 1.02596e+06 221004 198523 179245 157811 193644 107284 529233 139129 95860.9 192217 109023 148065 87340.4 75864.5 67927.2 50168.8 47424.3 40806.8 75091.7 42030 37775.2 36236.9 35637.5 20809.6 15435.8 16141.6 4877.19 4792.54 816.095 threshold=0 430.17000000000002 80.637750000000025 456.57400000000007 783.48000000000013 539.75000000000011 442.89500000000004 5.6142500000000011 1 2 1066.3056000000001 26.787500000000005 119.57250000000001 3 272.73498000000006 650.90000000000009 295.61250000000007 557.40000000000009 783.48000000000013 104.15000000000002 36.902000000000008 4 650.90000000000009 66.295378500000012 545.08500000000015 5 59.998500000000007 20.434000000000001 272.73498000000006 222.96240500000002 782.62500000000011 1083.9006000000002 decision_type=9 2 2 2 2 2 2 2 9 1 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 left_child=1 3 5 6 11 -3 8 18 9 -1 16 17 13 14 23 -5 -10 19 24 20 22 -22 -2 -13 -8 -11 -16 28 -15 -21 -7 -32 right_child=4 2 -4 15 -6 30 7 -9 10 25 -12 12 -14 27 26 -17 -18 -19 -20 29 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 31 -33 leaf_value=0.7715880938234001 -0.010144809443649072 0.7512124352338837 2.4953951852217964 1.0572265526100442 0.90200096825758624 0.039093032527614285 0.33528327894210819 1.3004693217504593 0.04127127349781845 0.057869823404720855 0.85669862020583387 0.063047415321848738 0.84592648410797122 -0.020306743403361163 0.39342972222127415 0.3347418527169661 0.65759861111640927 0.54662714676423507 0.53090593768704319 0.16137227353595551 0.088086482131812596 -0.027384974993181672 0.39196258636621328 0.33767105776530043 -0.22631742406774449 -0.19712969169282077 0.73673392503157897 0.243020536786034 -0.15574729407461066 0.35414030238560268 -0.14792065231888382 -0.068630329132080073 leaf_weight=106 114528 41 23 27 24 37 20 21 14125 102 21 1362 30 1193 76 44 20 22 31 21 1168 1075 26 52 27 104 23 21 95 35 27 25 leaf_count=106 114528 41 23 27 24 37 20 21 14125 102 21 1362 30 1193 76 44 20 22 31 21 1168 1075 26 52 27 104 23 21 95 35 27 25 internal_value=0 0.0580096 0.548566 0.0529252 -0.00740165 0.204127 0.0502144 0.448111 0.0474936 0.228301 0.0433197 -0.00758456 0.0496965 0.0412319 0.0986704 0.60949 0.0421427 -0.00898234 0.218631 -0.00908695 -0.00922644 0.0330152 -0.0100535 0.0731467 0.0126616 -0.0740341 0.473187 -0.0257153 -0.0302965 0.281852 -0.0479008 -0.1098 internal_weight=0 14801 153 14648 119751 130 14577 99 14478 312 14166 119727 2852 2822 1513 71 14145 116875 78 116853 116797 2243 114554 1414 47 206 99 1309 1288 56 89 52 internal_count=134552 14801 153 14648 119751 130 14577 99 14478 312 14166 119727 2852 2822 1513 71 14145 116875 78 116853 116797 2243 114554 1414 47 206 99 1309 1288 56 89 52 cat_boundaries=0 6 11 12 18 23 24 cat_threshold=2147516416 67239939 20804 427884544 33698369 2105344 0 2 4 16777216 139264 1348 822109696 34609952 3072 4325408 16793600 268437504 849348096 269488416 675283968 2147483652 16777216 2690 is_linear=0 shrinkage=0.01 Tree=118 num_leaves=35 num_cat=4 split_feature=5 1 9 0 4 0 24 26 24 9 6 5 6 17 7 1 0 4 22 20 0 9 7 11 13 5 24 24 26 5 4 5 5 26 split_gain=453230 860156 354940 311338 403280 682742 157836 279184 136251 327351 158089 118907 280749 252470 113514 87269.2 81660.6 80643.9 85561.2 79364.3 70210.8 68729.5 85629.1 63572.7 50423.9 42564.9 35689.3 34397.8 19284.2 18728.5 8730.84 889.086 1162.96 208.963 threshold=366.02500000000003 126.32950000000001 87.065000000000012 65.08550000000001 232.66575000000003 332.39451000000003 0 2022.5000000000002 1 43.375000000000007 319.87968000000006 78.120000000000019 483.07500000000005 109.37875000000001 276.13500000000005 1066.3056000000001 192.77500000000003 72.686250000000015 299.65000000000003 97.664730000000006 150.01600000000005 10.189250000000001 34.480800000000009 118.623 779.68675000000019 442.27000000000004 2 3 2022.5000000000002 650.90000000000009 78.331000000000003 545.08500000000015 783.48000000000013 2022.5000000000002 decision_type=2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 left_child=3 2 6 11 8 -6 30 -8 9 16 19 15 13 14 26 17 20 18 24 27 -5 23 -23 -19 -1 -9 -13 -10 -18 -27 31 33 -33 -2 right_child=1 -3 -4 4 5 -7 7 25 10 -11 -12 12 -14 -15 -16 -17 28 21 -20 -21 -22 22 -24 -25 -26 29 -28 -29 -30 -31 -32 32 -34 -35 leaf_value=-0.0050747549775795519 -0.13412635588645935 2.1023762363857692 1.4971374015808108 0.21758313450084368 0.10037526671950882 2.3249248298731717 1.1870280525761265 -0.24957513244063767 0.10605485862313672 1.4978376424880255 0.75745927065610885 0.095629209540985735 1.2440820723488217 1.1905524060726165 0.66355499760309855 0.53535528151194256 0.088435679411888124 0.038998997434108042 0.64913140106201173 0.64593029824170201 0.66562808307011923 0.13962321150650098 0.71840223329908715 0.59366232917422335 0.4440738088607788 0.43044076314339275 -0.01922274064418324 0.013398619608660079 -0.20414390848904121 0.069111341759562489 -0.3726278893947601 -0.22417940399863504 -0.11881811308860779 -0.090759728240966786 leaf_weight=129289 20 27 20 157 37 22 31 27 570 21 32 545 21 20 30 30 50 1291 20 22 45 103 34 21 25 26 527 1329 41 32 20 22 20 25 leaf_count=129289 20 27 20 157 37 22 31 27 570 21 32 545 21 20 30 30 50 1291 20 22 45 103 34 21 25 26 527 1329 41 32 20 22 20 25 internal_value=0 0.4091 0.220958 -0.00102295 0.113665 0.929868 0.106502 0.344939 0.0924226 0.282779 0.060062 -0.00304456 0.0985083 0.0770671 0.0568587 -0.0039319 0.205344 -0.0040556 -0.00488677 0.0487574 0.317395 0.0701321 0.283262 0.047877 -0.00498792 0.0784058 0.0398802 0.0418392 -0.0433859 0.231087 -0.168482 -0.140918 -0.174007 -0.110034 internal_weight=0 270 243 134282 2326 59 223 116 2267 314 1953 131956 1143 1122 1102 130813 293 130783 129334 1921 202 1449 137 1312 129314 85 1072 1899 91 58 107 87 42 45 internal_count=134552 270 243 134282 2326 59 223 116 2267 314 1953 131956 1143 1122 1102 130813 293 130783 129334 1921 202 1449 137 1312 129314 85 1072 1899 91 58 107 87 42 45 cat_boundaries=0 1 2 3 4 cat_threshold=3216 18 3396 328 is_linear=0 shrinkage=0.01 Tree=119 num_leaves=51 num_cat=16 split_feature=25 5 1 9 0 4 6 24 25 25 24 25 1 0 9 25 18 4 9 20 24 1 14 25 12 25 12 23 4 24 24 5 18 25 1 24 1 0 5 5 24 0 25 0 12 0 0 0 1 0 split_gain=549752 488767 736544 362663 230429 583282 148706 150024 226218 107468 314751 102008 98891.4 88919 279932 89443.9 87830.2 79990.5 79915 75096.8 64625.9 63030.3 111050 62184.9 56880.7 46792.6 53859.7 45407.6 40970.2 48507.5 32330 70933.6 29765.4 28861.7 28554.3 26709.2 22487.6 17528.2 16528.4 22138.8 16196.7 12592.3 12501.5 14453.6 3273.15 2030.84 1758.45 591.679 449.402 8.26681 threshold=0 316.16700000000009 126.32950000000001 2.2175000000000002 139.33500000000001 232.66575000000003 319.87968000000006 1 2 3 4 5 543.20000000000016 36.902000000000008 158.04750000000004 6 3.5235000000000007 52.107000000000006 678.37500000000011 254.74575000000002 7 177.74775000000002 4.1470000000000011 8 24.424900000000004 9 327.66000000000003 23.460000000000004 72.686250000000015 10 11 232.66575000000003 120.51306000000001 12 224.64000000000001 13 2.2125000000000004 271.85500000000002 401.66700000000003 783.48000000000013 14 77.552000000000007 15 213.3887 417.10750000000002 192.77500000000003 478.01250000000005 393.76511200000004 789.60480000000007 638.18750000000011 decision_type=9 2 2 2 2 2 2 1 9 9 1 9 2 2 2 9 2 2 2 2 1 2 2 9 2 9 2 2 2 1 1 2 2 9 2 1 2 2 2 2 1 2 9 2 2 2 2 2 2 2 left_child=1 4 3 17 9 6 7 36 -9 10 11 -1 19 18 15 16 28 38 21 20 -11 25 23 34 -18 30 27 -27 29 -15 31 -2 -32 -12 -23 -25 -6 42 -3 -40 -13 -30 45 -44 -28 -17 47 -39 -14 -48 right_child=13 2 -4 -5 5 -7 -8 8 -10 12 33 40 48 14 -16 37 24 -19 -20 -21 -22 22 -24 35 -26 26 44 -29 41 -31 32 -33 -34 -35 -36 -37 -38 46 39 -41 -42 -43 43 -45 -46 -47 49 -49 -50 -51 leaf_value=0.62964254296344258 0.033755468685959661 -0.13472163200378418 2.3326664192335946 1.60292062664032 0.00044448252299323157 1.6581517008372717 0.98074256940321491 0.5979387302780107 0.00014085202557700022 -0.0047866337957222071 0.039802649529624326 0.32069718545483006 0.44418641744341164 0.2058720054158143 0.96638407938408133 -0.074561985136698122 0.24169775477937752 0.67806916160583497 0.56836971441904705 0.64658540558815003 0.046025337143805328 0.60365604341030121 0.84729072570800779 0.1062989810350779 0.90361539499834187 -0.011645759225904547 0.3925216208333554 0.26353212648630142 0.10497632177976461 0.0345577739996967 -0.0010712659008796177 0.63127073121070865 0.29110000651223322 -0.12852706545650369 0.20861181924869487 -0.098426067193349204 -0.25419685988199142 -0.16072651510543012 0.24419992855616979 -0.10018454466547284 0.12956824901186187 0.36982066364123906 -0.0077546792537208625 0.19302361162085283 0.23612562075257301 -0.16459862182880269 -0.10789376258850097 -0.22566715753078462 0.39233676791191102 -0.10020454680478132 leaf_weight=105 3010 33 21 20 199 28 22 124 130 3340 201 145 35 186 33 184 37 25 24 20 10027 24 20 101 20 104203 23 60 26 1152 9302 20 35 192 77 140 42 47 56 28 135 58 635 38 32 29 29 20 32 27 leaf_count=105 3010 33 21 20 199 28 22 124 130 3340 201 145 35 186 33 184 37 25 24 20 10027 24 20 101 20 104203 23 60 26 1152 9302 20 35 192 77 140 42 47 56 28 135 58 635 38 32 29 29 20 32 27 internal_value=0 0.0569322 0.570603 0.342187 0.0506094 0.252404 0.176271 0.140517 0.303574 0.0428818 0.156523 0.35672 0.0361671 -0.00734849 0.0514113 0.0392754 0.0884494 0.164619 -0.00861444 0.034276 0.0333598 -0.00873275 0.123016 0.0806612 0.47395 -0.00914148 -0.0113213 -0.0114874 0.0736189 0.0601697 0.00924723 0.0375755 2.39205e-05 -0.0435834 0.275233 -0.0118116 -0.0421825 -0.0333504 0.0549078 0.129405 0.236191 0.287845 -0.0181513 0.00352954 0.301528 -0.0829272 -0.145544 -0.180112 0.419422 -0.104186 internal_weight=0 14960 183 162 14777 545 517 495 254 14232 778 385 13454 119592 2521 2488 1479 142 117071 13387 13367 117047 362 342 57 116685 104318 104263 1422 1338 12367 3030 9337 393 101 241 241 1009 117 84 280 84 886 673 55 213 123 67 67 56 internal_count=134552 14960 183 162 14777 545 517 495 254 14232 778 385 13454 119592 2521 2488 1479 142 117071 13387 13367 117047 362 342 57 116685 104318 104263 1422 1338 12367 3030 9337 393 101 241 241 1009 117 84 280 84 886 673 55 213 123 67 67 56 cat_boundaries=0 6 7 12 17 18 23 29 30 35 41 42 43 47 48 49 55 cat_threshold=2147516416 67239939 20804 428146688 167948865 2105344 3621 32768 0 0 0 1 0 2 4100 151060480 139264 1477 0 2 0 16777216 8192 849348096 806359072 675283968 2147614756 16793600 268435456 644 33554944 1048576 1024 4194304 16777216 4472832 3148048 8530449 1078497284 4212736 557908529 18 1600 0 0 4100 65536 405 69 4218880 256 2064 4202496 0 16 is_linear=0 shrinkage=0.01 Tree=120 num_leaves=27 num_cat=7 split_feature=25 6 0 9 3 2 2 1 7 7 25 7 22 24 0 6 25 25 11 25 25 1 26 1 2 6 split_gain=557843 325935 257971 222064 197839 953175 146112 140184 118636 95048 160556 125279 94046 93040.2 78835.4 464330 104306 73387.7 56635 46508.3 45079.7 44270.2 34914.7 26460 12257.9 120.083 threshold=0 545.08500000000015 1083.9006000000002 797.90800000000002 242.64500000000001 174.86250000000004 543.20000000000016 481.77300000000008 5.6142500000000011 57.417500000000011 1 336.95674000000002 231.57000000000002 2 7.39975 3.5063000000000004 3 4 241.85000000000002 5 6 24.275832000000005 2022.5000000000002 650.90000000000009 783.48000000000013 783.48000000000013 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 9 9 2 9 9 2 2 2 2 2 left_child=1 2 4 6 13 8 7 9 21 12 11 -11 17 18 16 -16 -15 -2 20 -12 -1 -6 23 -9 -8 -3 right_child=3 25 -4 -5 5 -7 24 22 -10 10 19 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.024890695640301681 0.0099871278943454173 0.74751392146519258 1.1476113648848101 0.93725739593505863 0.11715824007987977 2.4451102046966553 0.32336260332380024 0.3747631289277758 0.81911634652510923 0.27935347843170166 0.12713194334931652 1.0736669931809109 0.54397273971188453 0.19699513631962093 0.088753182109989212 0.93075196364154555 0.053386851479046926 -0.010435294565636211 0.52266242640359062 -0.0067549746983461946 -0.072361073138221862 -0.36538661675019696 0.17839164188929968 0.85099863338470461 0.58996193899827842 0.77410300543813992 leaf_weight=1948 21285 35 22 25 140 20 35 28 23 115 383 24 31 543 637 73 6520 101358 21 768 620 22 42 20 34 33 leaf_count=1948 21285 35 22 25 140 20 35 28 23 115 383 24 31 543 637 73 6520 101358 21 768 620 22 42 20 34 33 internal_value=0 0.0702373 0.0658714 -0.00512131 0.0636193 0.371246 -0.00531153 -0.00556741 0.147045 -0.00585383 0.0795358 0.388548 -0.00675176 0.0575333 0.0747829 0.175325 0.0647819 -0.00689097 0.00543456 0.0385077 0.00122605 0.0516275 0.388953 0.573195 0.45473 0.760417 internal_weight=0 10657 10589 124148 10567 205 124123 124054 185 123964 1290 139 122674 10362 7773 710 7063 122643 2589 1151 2568 162 90 48 69 68 internal_count=134805 10657 10589 124148 10567 205 124123 124054 185 123964 1290 139 122674 10362 7773 710 7063 122643 2589 1151 2568 162 90 48 69 68 cat_boundaries=0 6 12 13 18 24 30 36 cat_threshold=2147516416 67239939 4420 155222144 134349379 2105345 4194304 4096 134217728 0 0 536870912 2177 0 3 4 151027840 131136 33833600 538968320 1107717136 4028366848 37793792 82432 512 269484192 536871936 0 16793600 16 2147516416 131072 64 138412032 513 1 is_linear=0 shrinkage=0.01 Tree=121 num_leaves=23 num_cat=0 split_feature=0 4 9 2 1 2 3 4 8 6 5 8 1 17 20 2 1 1 1 1 17 26 split_gain=386666 1.03321e+06 312905 215092 194647 390074 198378 124941 123983 202839 133035 117144 100433 73383 71330.6 59370.8 37390.5 81251.2 31055.7 26312.2 15798 3566.19 threshold=108.06300000000002 400.30000000000007 1037.4750000000001 543.20000000000016 438.37500000000006 27.234500000000004 1048.2900000000002 72.686250000000015 319.20468000000005 442.89500000000004 273.92500000000007 262.20565000000005 11.163000000000002 479.84000000000009 33.791000000000004 25.567150000000002 789.60480000000007 543.20000000000016 1066.3056000000001 481.77300000000008 577.6975000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 8 6 16 7 13 9 10 14 12 -9 15 -2 -1 17 19 -18 -6 -15 -19 right_child=1 -3 -4 -5 5 -7 -8 11 -10 -11 -12 -13 -14 20 -16 -17 18 21 -20 -21 -22 -23 leaf_value=-0.0042181585878000938 0.080097860938961235 2.0266736385740085 1.0959165932581976 1.0608313498894375 0.21373098850250244 1.4573326642696673 0.81140913709004725 0.041564349159979877 -0.6219262264085853 1.0497553609765096 0.7411148935556412 0.76440670738220218 0.2641533002332479 0.58222659635543816 0.62985609292984013 0.037201682292218201 -0.34893932243188225 0.44120846966334754 0.14990275089557353 -0.22730475994848437 0.23338933467864992 0.60368639837611804 leaf_weight=127742 1420 29 26 24 24 26 30 1367 23 23 32 25 238 20 24 3557 24 35 26 31 37 22 leaf_count=127742 1420 29 26 24 24 26 30 1367 23 23 32 25 238 20 24 3557 24 35 26 31 37 22 internal_value=0 0.1566 -0.0010086 0.121521 -0.00122271 0.32032 -0.00167717 -0.00186059 0.106709 0.117889 0.103368 0.0851516 0.0745713 -0.00294033 0.0892351 -0.00309606 0.137836 0.239344 -0.0895414 -0.0348528 0.355788 0.503919 internal_weight=0 1575 133230 1546 133204 188 133016 132986 1522 1499 1476 1630 1605 131356 1444 131299 162 112 50 55 57 57 internal_count=134805 1575 133230 1546 133204 188 133016 132986 1522 1499 1476 1630 1605 131356 1444 131299 162 112 50 55 57 57 is_linear=0 shrinkage=0.01 Tree=122 num_leaves=29 num_cat=7 split_feature=25 6 0 3 2 2 1 13 4 2 5 24 5 25 25 25 24 10 0 4 25 0 26 1 2 12 13 6 split_gain=544018 316651 251290 192280 928603 141658 123255 109040 101760 138881 101304 91191.8 92062.2 86653.5 82060.3 67793 60406.3 59061.5 86865.9 57315.8 46096.4 42136.3 41903.8 26243.7 12079 1266.71 21296.2 128.033 threshold=0 545.08500000000015 1083.9006000000002 242.64500000000001 174.86250000000004 543.20000000000016 481.77300000000008 382.71220000000005 72.686250000000015 185.76000000000002 72.499500000000026 1 483.07500000000005 2 3 4 5 43.901250000000005 48.105000000000011 441.87500000000006 6 172.45500000000001 2022.5000000000002 650.90000000000009 783.48000000000013 26.146800000000006 557.40000000000009 783.48000000000013 decision_type=9 2 2 2 2 2 2 2 2 2 2 1 2 9 9 9 1 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 11 17 6 7 8 15 13 -11 19 14 -10 -13 16 -2 18 -5 20 -1 -17 23 -8 -7 26 -9 -3 right_child=5 27 -4 4 -6 24 22 25 9 10 -12 12 -14 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=0.031547617552494626 0.037499150947319856 0.7363116374015809 1.1326917015422475 -0.0097383312104453498 2.4130626363754271 0.31750710214887345 0.36728644166673929 0.17234202226003009 0.22502428574204911 0.23613088746224681 1.1489874672889711 0.33453177104562015 0.53012485536662013 0.018183943944044382 0.067149537831428699 -0.010114981289823037 -0.0017101218725615196 0.65801940059661856 0.65272004397019101 0.53853144216537474 -0.057388174091181965 0.11590474631329228 0.13766315839507365 0.84157129812240594 0.58215429390178008 0.44149479230244959 0.57199361602465315 0.76376678495696104 leaf_weight=1693 5889 35 22 142 20 35 28 30 247 31 20 108 44 986 7621 104701 11772 20 23 20 876 266 44 20 34 21 24 33 leaf_count=1693 5889 35 22 142 20 35 28 30 247 31 20 108 44 986 7621 104701 11772 20 23 20 876 266 44 20 34 21 24 33 internal_value=0 0.0693554 0.0650523 0.0628296 0.366104 -0.00506346 -0.00531576 -0.00558726 -0.00581797 0.0827432 0.594114 0.0568296 0.073907 0.0615916 0.0714055 -0.00674527 0.0113779 0.144811 0.0826044 0.00525214 0.00112093 -0.0097947 0.360572 0.564905 0.447913 0.375593 0.349965 0.749635 internal_weight=0 10657 10589 10567 205 124148 124079 123987 123912 1284 51 10362 7773 1233 7729 122628 17661 185 165 2589 2569 104967 92 48 69 75 54 68 internal_count=134805 10657 10589 10567 205 124148 124079 123987 123912 1284 51 10362 7773 1233 7729 122628 17661 185 165 2589 2569 104967 92 48 69 75 54 68 cat_boundaries=0 6 7 12 17 23 24 30 cat_threshold=2147516416 67239939 4420 155222144 134349379 2105345 2177 512 32 1024 2147483648 16777216 0 2 4 0 131072 38027392 538968320 1107717136 807141376 37793792 82448 1043 2147516416 0 64 134217728 513 1 is_linear=0 shrinkage=0.01 Tree=123 num_leaves=29 num_cat=1 split_feature=0 4 9 7 12 8 9 0 1 9 1 14 4 6 7 24 3 10 4 4 11 12 1 17 7 7 0 9 split_gain=373951 1.00743e+06 305822 205412 737274 227143 140762 492209 111606 171040 248398 112488 116565 109491 75363.5 72625.7 59960.6 55194.9 113319 53301.7 51227.2 49273.2 45369 42565.2 26721.7 34425.8 5285.41 5019.66 threshold=108.06300000000002 400.30000000000007 1037.4750000000001 188.93193000000005 153.08370000000002 177.87500000000003 110.69500000000002 166.14750000000004 44.610000000000007 81.106025000000017 118.78000000000002 155.26390000000001 43.669000000000011 319.87968000000006 7.2255000000000011 0 1048.2900000000002 17.390505000000001 72.686250000000015 67.27000000000001 104.05000000000001 14.072000000000001 102.46769250000001 524.22500000000014 151.40380000000002 24.637500000000003 172.45500000000001 230.23500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 3 8 5 21 13 -8 16 11 -11 12 -10 15 -9 17 19 18 -2 23 -21 22 -5 -1 25 -17 -19 -12 right_child=1 -3 -4 4 -6 -7 7 14 9 10 27 -13 -14 -15 -16 24 -18 26 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=-0.0041818152450237393 0.14840882065482874 2.0006059087555985 1.0834444427490235 0.065856223700281519 1.8717874523162843 0.9415282316361705 1.8801276803016662 0.37750496745109557 0.021793845390596586 1.2189035841726488 -0.075305031821841284 0.64783218291498001 0.27521562454210319 0.62922229892329162 -0.44279253460112072 0.012044677951639443 0.4864021919250488 -0.076027014156182612 0.66879574374357864 0.047564455997554093 0.46499338022867842 0.54359908306598659 -0.30418563601043486 0.30006509262582531 -0.33513003315244405 0.3474217176437378 -0.29326218332563125 0.14605762720108031 leaf_weight=128500 597 29 26 416 25 31 20 24 2307 31 21 31 197 38 21 703 25 24 45 1468 30 20 36 46 21 32 21 20 leaf_count=128500 597 29 26 416 25 31 20 24 2307 31 21 31 197 38 21 703 25 24 45 1468 30 20 36 46 21 32 21 20 internal_value=0 0.154001 -0.000994162 -0.00120583 0.195643 0.112336 0.119362 0.574831 -0.00198922 0.0627942 0.543413 0.0491435 0.0417316 0.0993723 -0.00530053 0.0854192 -0.00328768 0.158842 0.184885 -0.00338182 0.0559242 0.057876 0.0363839 -0.00407294 0.0163801 0.0266461 -0.177403 0.0326768 internal_weight=0 1575 133230 133204 528 503 1546 65 132676 2607 72 2535 2504 1481 45 1443 130069 687 642 130044 1498 472 452 128546 756 735 45 41 internal_count=134805 1575 133230 133204 528 503 1546 65 132676 2607 72 2535 2504 1481 45 1443 130069 687 642 130044 1498 472 452 128546 756 735 45 41 cat_boundaries=0 1 cat_threshold=1938 is_linear=0 shrinkage=0.01 Tree=124 num_leaves=38 num_cat=6 split_feature=25 6 4 9 1 1 24 25 9 12 12 9 8 1 1 5 7 5 7 6 4 23 24 22 26 4 1 1 1 1 25 7 7 1 26 25 6 split_gain=530739 307478 233898 210665 160459 129467 108384 95000.3 108593 282822 505075 116333 82622.9 120461 185555 147080 61018.2 51302.8 123685 41651.6 37793.9 36699.8 56964.7 35855.1 35391.8 33770.6 26216.7 60378.2 25743 18190.8 17380.3 17278.7 11829.4 11593.6 10104.9 1530.46 128.201 threshold=0 545.08500000000015 441.87500000000006 797.90800000000002 20.444675000000004 481.77300000000008 1 2 9.1801710000000014 9.3870000000000022 15.729000000000001 9.5662500000000019 121.38150000000003 398.24814000000003 789.60480000000007 483.07500000000005 260.88220000000007 112.51200000000001 24.177000000000003 28.910500000000003 648.37500000000011 0.90965000000000018 3 104.15000000000002 2022.5000000000002 52.107000000000006 126.32950000000001 213.87530000000001 650.90000000000009 15.764500000000002 4 97.492500000000007 336.95674000000002 438.37500000000006 2022.5000000000002 5 783.48000000000013 decision_type=9 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 9 2 left_child=1 2 6 5 34 7 26 8 17 11 -11 -10 13 15 -15 -8 21 20 -19 32 -2 23 -23 -9 28 29 30 -28 -7 -14 35 -32 -18 -29 -4 -1 -3 right_child=3 36 4 -5 -6 24 12 16 9 10 -12 -13 25 14 -16 -17 19 18 -20 -21 -22 22 -24 -25 -26 -27 27 33 -30 -31 31 -33 -34 -35 -36 -37 -38 leaf_value=-0.059370353030462335 0.0049096350503167255 0.72551939364842 0.21773332034840306 0.91286485290527342 1.3525821895599364 0.36279171262468607 0.072097391487273815 -0.010669169157873262 0.66827707973019823 1.9782486074566843 0.28304837267152194 0.026110000228509306 -0.12178763822408824 0.74398390576952977 -0.22264732837677004 0.59567187649232378 -0.01875941939651966 0.045678162362651896 0.56823160036846443 0.64020836007595061 0.39392303590774541 0.26628017929733777 -0.023970550154194688 0.27815714635128197 0.16349743055742841 0.19695002734661102 0.52710565546463284 -0.22375605019656097 0.83252984094619753 -0.43846236920356751 -0.01252008616775061 0.20642065512167443 0.22305597912181507 0.10473429952348981 0.44963781334104996 -0.13232613938753723 0.75299256353667288 leaf_weight=127 24277 35 34 25 20 28 8354 97748 29 20 145 1036 195 63 29 54 32 281 54 20 25 112 155 43 43 32 29 22 20 20 1398 37 55 21 42 112 33 leaf_count=127 24277 35 34 25 20 28 8354 97748 29 20 145 1036 195 63 29 54 32 281 54 20 25 112 155 43 43 32 29 22 20 20 1398 37 55 21 42 112 33 internal_value=0 0.068498 0.0642578 -0.00500708 0.555618 -0.00519236 0.0597624 -0.00546899 0.0115777 0.103282 0.488527 0.0435962 0.0740741 0.0793979 0.439285 0.07546 -0.00996105 0.00700407 0.129911 0.22871 0.00530982 -0.0102225 0.106858 -0.0105422 0.371859 -0.106135 -0.0122894 0.174484 0.558516 -0.151246 -0.0203961 -0.00682735 0.134112 -0.0633305 0.345891 -0.0975001 0.738852 internal_weight=0 10657 10589 124148 96 124123 10493 124032 25867 1230 165 1065 8747 8500 92 8408 98165 24637 335 107 24302 98058 267 97791 91 247 1746 72 48 215 1674 1435 87 43 76 239 68 internal_count=134805 10657 10589 124148 96 124123 10493 124032 25867 1230 165 1065 8747 8500 92 8408 98165 24637 335 107 24302 98058 267 97791 91 247 1746 72 48 215 1674 1435 87 43 76 239 68 cat_boundaries=0 6 7 13 14 20 25 cat_threshold=2147516416 67239939 4420 155222144 134349379 2105345 129 38027904 538968320 1241934864 2953576448 37801984 66064 2630 0 131072 4100 16777344 2 1 0 131072 0 0 2 is_linear=0 shrinkage=0.01 Tree=125 num_leaves=21 num_cat=4 split_feature=3 25 11 2 0 1 3 9 1 5 25 3 4 0 7 25 23 25 2 11 split_gain=766009 524964 353564 253010 217999 185136 360799 143518 141871 191990 122352 109256 107141 89179.5 438142 88828.1 78086.9 78081.1 49188.6 29008.4 threshold=782.62500000000011 0 456.57400000000007 1048.2900000000002 782.62500000000011 438.37500000000006 55.612650000000009 797.90800000000002 40.336500000000008 97.190000000000012 1 1048.2900000000002 90.595050000000001 8.0855000000000015 215.01325000000006 2 219.08740500000002 3 8.0855000000000015 756.4475000000001 decision_type=2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 9 2 2 left_child=1 2 4 7 5 13 18 8 16 10 -10 -2 -11 15 -15 -1 17 -3 -7 -4 right_child=11 3 19 -5 -6 6 -8 -9 9 12 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 leaf_value=0.21206191683701317 0.64199954801135595 0.012258514934708411 0.68637004643678667 1.0918964549473353 0.78589616230555948 0.33052229881286621 1.6494662938799178 0.78402609286100966 0.12225862448551662 0.26779998726003312 -0.022626514095451512 1.4210873393217722 0.9251934802191597 0.12151172929348014 1.619557154417038 0.042496143307959963 0.60224640210469571 -0.010818497965012237 -0.20445415206577469 1.1580771463567561 leaf_weight=313 36 17036 32 21 42 68 21 23 1146 85 1175 36 35 820 20 8090 21 104925 23 22 leaf_count=313 36 17036 32 21 42 68 21 23 1146 85 1175 36 35 820 20 8090 21 104925 23 22 internal_value=0 -0.000189675 0.071621 -0.00564769 0.0670602 0.063833 0.467963 -0.00583335 -0.00597936 0.0695057 0.0493402 1.03154 0.45954 0.058936 0.157179 0.0491152 -0.0074899 -0.00759489 0.195308 0.878547 internal_weight=0 133918 9451 124467 9397 9355 112 124446 124423 2441 2321 72 120 9243 840 8403 121982 121961 91 54 internal_count=133990 133918 9451 124467 9397 9355 112 124446 124423 2441 2321 72 120 9243 840 8403 121982 121961 91 54 cat_boundaries=0 6 11 16 22 cat_threshold=2148564992 67502083 12548 143228928 134353409 8192 583026180 537920672 4210688 4194336 16793858 0 2 4 134283264 131072 4456576 2100496 33967312 2420375680 37806080 23085057 is_linear=0 shrinkage=0.01 Tree=126 num_leaves=28 num_cat=5 split_feature=3 25 26 11 3 4 3 6 9 1 15 25 1 23 4 25 9 25 6 5 26 11 3 25 3 6 26 split_gain=750765 514553 402391 346526 193378 185667 172986 150053 140596 136658 191628 138943 152761 76483.3 75897.6 71619.7 64487.8 63479.2 51110.1 45647.1 32758.3 28431.1 22238.6 18562 7114.14 1337.47 262.999 threshold=782.62500000000011 0 2022.5000000000002 456.57400000000007 293.03820000000002 55.571249999999999 1048.2900000000002 442.89500000000004 797.90800000000002 40.336500000000008 87.418000000000021 1 543.20000000000016 219.08740500000002 648.37500000000011 2 140.83674000000002 3 783.48000000000013 650.90000000000009 2022.5000000000002 756.4475000000001 442.27000000000004 4 400.30000000000007 545.08500000000015 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 9 2 2 2 2 2 9 2 2 2 left_child=1 3 -2 4 7 20 -4 14 9 13 11 12 -11 15 17 16 -3 -1 25 -17 22 -5 -6 -13 -22 -9 -16 right_child=2 8 6 21 5 -7 -8 18 -10 10 -12 23 -14 -15 26 19 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 leaf_value=0.28976515479709791 -0.0038022642135620119 0.011416016952418593 0.89141146977742514 0.67950636535882947 0.30595298194885251 1.266175880432129 2.1116858893174393 0.75395476818084717 0.77618582932845404 0.10769428728616587 0.80292427335466654 0.018568340110494977 0.70710835131731897 0.59622392745245079 0.4231658849262056 -0.010223435760161327 0.22053507107216241 0.052197814097709613 0.15422526359558106 0.46756086039543149 0.31063674595952034 1.1464963683215055 -0.14998832723368768 -0.06316231022406997 0.52498566120862966 0.64891671940132423 0.46998106002807616 leaf_weight=105 25 14318 21 32 20 23 26 22 23 1261 35 515 44 21 21 107492 149 9039 27 20 30 22 23 589 32 27 28 leaf_count=105 25 14318 21 32 20 23 26 22 23 1261 35 515 44 21 21 107492 149 9039 27 20 30 22 23 589 32 27 28 internal_value=0 -0.000187513 1.02123 0.0709075 0.0663923 0.452422 1.56646 0.0610615 -0.00559113 -0.00573607 0.0683027 0.0576295 0.126932 -0.00721927 0.0574031 -0.00732316 0.0135604 0.0552998 0.503577 -0.0101336 0.274171 0.869762 0.0620774 -0.0252117 0.421268 0.696077 0.449917 internal_weight=0 133918 72 9451 9397 128 47 9269 124467 124444 2444 2409 1305 122000 9193 121979 14467 9144 76 107512 105 54 43 1104 62 49 49 internal_count=133990 133918 72 9451 9397 128 47 9269 124467 124444 2444 2409 1305 122000 9193 121979 14467 9144 76 107512 105 54 43 1104 62 49 49 cat_boundaries=0 6 11 17 22 28 cat_threshold=2148564992 67502083 12548 143228928 134353409 8192 574637572 537920672 17408 4194336 16793858 38011008 2100496 33966288 2420375680 37806080 23085057 0 0 4 0 131072 8978432 4352 677380096 139264 0 301989888 is_linear=0 shrinkage=0.01 Tree=127 num_leaves=31 num_cat=5 split_feature=25 6 5 0 2 4 2 9 11 1 5 25 1 7 4 25 0 23 24 2 1 25 0 0 20 0 0 1 6 0 split_gain=595996 509287 641295 321561 974867 501407 197046 183177 156424 132672 183066 120424 131693 118628 107676 94092.1 84096 75756.7 71379.6 70518.3 292361 67590.6 57091.1 56640.6 46942.5 46046.1 45246.9 27376.9 9731.48 7384.31 threshold=0 442.89500000000004 52.246250000000011 202.39050000000006 161.35500000000005 18.860800000000001 1048.2900000000002 797.90800000000002 456.57400000000007 40.336500000000008 97.190000000000012 1 398.24814000000003 650.90000000000009 90.595050000000001 2 393.76511200000004 219.08740500000002 3 312.70000000000005 84.373000000000005 4 224.14500000000001 5.8604000000000012 66.295378500000012 172.45500000000001 311.36400000000009 364.99000000000007 650.90000000000009 782.62500000000011 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 1 2 2 9 2 2 2 2 2 2 2 2 left_child=1 3 28 8 5 16 7 9 13 15 11 12 -11 19 23 18 22 25 26 21 -21 -1 -5 -12 -20 -17 -2 -13 -3 -18 right_child=6 2 -4 4 -6 -7 -8 -9 -10 10 14 27 -14 -15 -16 17 29 -19 24 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.19631886405234011 -0.011456130192234638 0.49881729107636674 2.4316881675720214 -0.25857734680175781 2.1516735663907283 1.714155072450638 0.90101521492004399 0.83409838089576138 0.6393934953973649 0.090368710423917226 0.45844910644135384 -0.011184545010058101 0.50568483416627097 0.62561842737971129 0.91385762323651987 -0.010767284018735222 -0.11845446076886408 0.59026171729678201 0.030975089984651285 0.080811205522729704 1.3693817828950428 0.04762891063157379 0.32769187927246096 -0.069288585691741011 0.38312115631605453 0.11392092632023172 0.29662295341491701 -0.20057442984929899 0.23835683062672616 -0.31620206696646558 leaf_weight=312 6979 26 20 20 29 20 24 26 47 1108 53 1103 82 37 35 106034 58 21 9902 109 21 7268 98 33 38 297 48 82 32 28 leaf_count=312 6979 26 20 20 29 20 24 26 47 1108 53 1103 82 37 35 106034 58 21 9902 109 21 7268 98 33 38 297 48 82 32 28 internal_value=0 0.0833132 0.88757 0.075621 0.426482 0.203131 -0.0050033 -0.00517649 0.0642318 -0.00534993 0.0668299 0.0474994 0.117996 0.0607424 0.44625 -0.00681086 0.0549914 -0.0102994 0.0150533 0.0580316 0.288965 0.054071 0.228324 0.255945 0.0322888 -0.010419 -0.00933842 -0.0240867 0.355115 -0.182837 internal_weight=0 8125 78 8047 253 224 125865 125841 7794 125815 2496 2375 1190 7747 121 123319 204 106352 16967 7710 130 7580 118 86 9940 106331 7027 1185 58 86 internal_count=133990 8125 78 8047 253 224 125865 125841 7794 125815 2496 2375 1190 7747 121 123319 204 106352 16967 7710 130 7580 118 86 9940 106331 7027 1185 58 86 cat_boundaries=0 6 11 17 18 23 cat_threshold=2148564992 67502082 4100 142704640 134353409 8192 583026180 537920672 4210944 4194336 16793858 4456576 2098449 290256 273416320 37797888 23085057 2444 0 262146 4 134217728 131072 is_linear=0 shrinkage=0.01 Tree=128 num_leaves=23 num_cat=5 split_feature=3 25 26 11 2 0 1 3 3 9 1 15 25 0 7 25 25 24 0 2 26 11 split_gain=733263 493936 393359 334645 243727 211660 178284 350164 169663 134890 133723 186928 135130 85485.2 424674 85005.2 73045.3 57592.4 53048.2 49413.7 32842.6 27933 threshold=782.62500000000011 0 2022.5000000000002 456.57400000000007 1048.2900000000002 782.62500000000011 438.37500000000006 55.612650000000009 1048.2900000000002 797.90800000000002 40.336500000000008 87.418000000000021 1 8.0855000000000015 215.01325000000006 2 3 4 172.45500000000001 8.0855000000000015 2022.5000000000002 756.4475000000001 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 9 9 1 2 2 2 2 left_child=1 3 -2 5 9 6 13 19 -4 10 16 12 -12 15 -15 -1 17 -3 -18 -8 -7 -5 right_child=2 4 8 21 -6 20 7 -9 -10 -11 11 -13 -14 14 -16 -17 18 -19 -20 -21 -22 -23 leaf_value=0.20682259259209176 -0.0042096557617187502 -0.0099262037784932158 0.87979617209661576 0.66592652827501297 1.0717409578959147 0.50671593405983661 0.32534840064890247 1.6223906725928896 2.0882947298196646 0.76008295307988705 0.12533282948430891 0.79302796936035147 -0.024798739005318655 0.11811727685027007 1.5929599881172181 0.040957129240537314 -0.010759802412545108 0.027385155550145659 0.12657959473365588 -0.21085078993569251 1.0666240186691285 1.128807587190108 leaf_weight=313 25 7058 21 32 21 22 68 21 26 23 1303 35 1103 820 20 8090 104664 9978 282 23 20 22 leaf_count=313 25 7058 21 32 21 22 68 21 26 23 1303 35 1103 820 20 8090 104664 9978 282 23 20 22 internal_value=0 -0.000187867 1.00925 0.0694683 -0.00548213 0.065031 0.061851 0.458431 1.54833 -0.00566435 -0.0058059 0.0674793 0.0569248 0.0570455 0.153233 0.0474303 -0.00727242 0.0119303 -0.0103898 0.189826 0.773339 0.854508 internal_weight=0 133918 72 9451 124467 9397 9355 112 47 124446 124423 2441 2406 9243 840 8403 121982 17036 104946 91 42 54 internal_count=133990 133918 72 9451 124467 9397 9355 112 47 124446 124423 2441 2406 9243 840 8403 121982 17036 104946 91 42 54 cat_boundaries=0 6 11 16 22 23 cat_threshold=2148564992 67502083 12548 143228928 134353409 8192 574637572 537920672 17408 4194336 16793858 0 2 4 134283264 131072 4456576 2100496 33967312 2420375680 37806080 23085057 2444 is_linear=0 shrinkage=0.01 Tree=129 num_leaves=26 num_cat=5 split_feature=3 25 26 11 2 0 1 3 3 1 15 25 1 0 7 25 25 13 23 24 0 2 26 11 2 split_gain=718671 484140 385531 327983 238877 207446 174733 343196 166287 131227 195915 131274 134383 83779.4 416223 83378.4 79575.8 101613 74305.8 58565.5 52106.2 48430.4 32189 27377.1 25540.7 threshold=782.62500000000011 0 2022.5000000000002 456.57400000000007 1048.2900000000002 782.62500000000011 438.37500000000006 55.612650000000009 1048.2900000000002 40.336500000000008 87.418000000000021 1 543.20000000000016 8.0855000000000015 215.01325000000006 2 3 513.23075000000006 219.08740500000002 4 172.45500000000001 8.0855000000000015 2022.5000000000002 756.4475000000001 212.70000000000005 decision_type=2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 9 9 2 2 1 2 2 2 2 2 left_child=1 3 -2 5 9 6 13 21 -4 16 11 12 -11 15 -15 -1 17 19 20 -3 -18 -8 -7 -5 -13 right_child=2 4 8 23 -6 22 7 -9 -10 10 -12 24 -14 14 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.20481839422101947 -0.0041675582885742184 -0.0099359145350416608 0.8709982313428607 0.65926726818084713 1.06102354322161 0.50164877718145195 0.32209492290721226 1.606166765576317 2.0674118342766397 0.10514804434679255 0.79920886702007721 -0.031952266854141688 0.66129848570293848 0.1169361060283533 1.5770303978919984 0.040548063702952622 -0.010800790973084388 0.70816193012964168 0.58446670168922066 0.027703491995616322 0.125313799132375 -0.20874226864589296 1.0559577531814575 1.1175194835662843 0.2978762463728587 leaf_weight=313 25 7051 21 32 21 22 68 21 26 1259 36 1079 45 820 20 8090 104654 21 21 9974 282 23 20 22 24 leaf_count=313 25 7051 21 32 21 22 68 21 26 1259 36 1079 45 820 20 8090 104654 21 21 9974 282 23 20 22 24 internal_value=0 -0.000185715 0.999159 0.0687763 -0.00542721 0.0643833 0.0612351 0.453847 1.53284 -0.00560761 0.0669602 0.0560085 0.123394 0.0564778 0.1517 0.0469589 -0.00706071 0.0129752 -0.010315 0.0121254 -0.010435 0.187927 0.765605 0.845963 -0.024553 internal_weight=0 133918 72 9451 124467 9397 9355 112 47 124446 2443 2407 1304 9243 840 8403 122003 17046 104957 17025 104936 91 42 54 1103 internal_count=133990 133918 72 9451 124467 9397 9355 112 47 124446 2443 2407 1304 9243 840 8403 122003 17046 104957 17025 104936 91 42 54 1103 cat_boundaries=0 6 11 16 22 23 cat_threshold=2148564992 67502083 12548 143228928 134353409 8192 574637572 537920672 17408 4194336 16793858 0 2 4 134283264 131072 4456576 2100496 33967312 2420375680 37806080 23085057 2444 is_linear=0 shrinkage=0.01 Tree=130 num_leaves=28 num_cat=5 split_feature=3 25 2 0 4 0 2 3 25 25 8 9 0 25 0 25 5 5 2 12 17 22 0 0 26 2 26 split_gain=755561 480777 239735 237248 900673 279318 180762 361001 151148 103339 113196 98411.3 92852.9 129189 97428.3 82309.8 75020.4 174969 73843.8 71280.9 48775.8 42688.3 17429.8 15652.1 13281.1 5647.02 313.93 threshold=1048.2900000000002 0 783.48000000000013 8.0855000000000015 364.99000000000007 10.031000000000001 272.73498000000006 26.730900000000002 1 2 108.20000000000002 678.37500000000011 25.333500000000004 3 25.970500000000005 4 336.69250000000005 442.27000000000004 440.18000000000006 347.06250000000006 26.719400000000004 91.52500000000002 150.01600000000005 539.75000000000011 2022.5000000000002 364.63500000000005 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 9 9 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 6 5 -5 8 18 26 10 -7 12 15 14 -14 21 20 -18 25 -17 -10 -3 -11 -15 -20 -8 -1 right_child=-2 2 -4 4 -6 9 7 -9 16 22 -12 -13 13 23 -16 19 17 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.37482076109909429 1.537028641998768 0.010077025515659328 0.83458592204486626 1.3415463786125184 2.2673197028750467 0.23320894185354163 0.54461282141068401 1.6535235643386841 0.033354509554943311 0.071446301456083328 -0.29598125014194226 0.5875479987689427 0.62995155204426168 -0.024429294359698508 0.082652012694697741 -0.010918637771174838 0.9217978376150131 0.013774722611147261 0.10922966926328596 0.47660070935885113 0.19889779570338489 0.32546784990055616 -0.14036813591347366 -0.22746357538761239 -0.18348985025959633 0.33899874340404162 0.34697738432884218 leaf_weight=82 32 21754 34 20 21 674 34 20 8066 57 43 28 33 1437 2266 98886 32 63 31 30 182 43 122 39 31 22 80 leaf_count=82 32 21754 34 20 21 674 34 20 8066 57 43 28 33 1437 2266 98886 32 63 31 30 182 43 122 39 31 22 80 internal_value=0 0.000249193 -0.00500371 0.0684762 0.219688 0.172745 0.0521623 0.411183 0.0463369 0.146655 0.198701 -0.00523337 -0.0053667 0.0434707 0.090116 -0.00689397 0.0401774 0.319635 0.200616 -0.0107697 0.0370074 0.0106943 -0.0690607 -0.0295935 -0.0371301 0.463836 0.340078 internal_weight=0 134130 124550 9580 937 916 8643 138 8505 896 717 124516 124488 3775 2299 120713 8343 95 118 98916 8248 21797 179 1476 62 56 162 internal_count=134162 134130 124550 9580 937 916 8643 138 8505 896 717 124516 124488 3775 2299 120713 8343 95 118 98916 8248 21797 179 1476 62 56 162 cat_boundaries=0 6 11 16 22 28 cat_threshold=2147778560 67239937 12372 427884544 33693761 2097153 0 0 4 0 139264 32768 0 4096 0 1 857736704 268440352 675300608 2147614752 17043712 268437504 37765248 1051920 149760 542638208 138451458 591462448 is_linear=0 shrinkage=0.01 Tree=131 num_leaves=28 num_cat=3 split_feature=3 2 9 1 0 4 24 0 1 1 5 17 24 1 6 1 12 14 9 1 0 11 3 24 17 26 1 split_gain=740525 376903 543127 297716 253259 469372 135806 151999 132172 103987 95612.9 324760 105610 296762 60027.1 59561.7 177409 79183 59267.3 57974.2 56258.5 60343.4 53808.5 44299.8 39854.9 6244.5 1356.69 threshold=1048.2900000000002 272.73498000000006 108.44300000000003 398.24814000000003 95.466000000000022 400.30000000000007 0 99.006000000000014 224.64000000000001 77.943750000000009 109.52500000000002 109.37875000000001 1 96.020000000000024 77.886150000000001 24.061000000000003 153.08370000000002 167.67033750000004 797.90800000000002 194.58675000000002 539.75000000000011 8.0080000000000009 232.66575000000003 2 524.22500000000014 2022.5000000000002 133.53660000000005 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 4 3 9 10 6 7 -6 -9 14 15 12 13 -12 23 18 17 -17 24 26 21 -8 -14 -3 -1 -22 -11 right_child=-2 2 -4 -5 5 -7 20 8 -10 19 11 -13 22 -15 -16 16 -18 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 leaf_value=-0.0044268811382574946 1.52165836378932 0.16595109688269127 1.5636293183603596 1.3546894700754257 1.0184749356183138 1.6067324465797059 0.014417606509394117 0.14338282446076844 0.71404639931612235 0.79673988199234003 0.13403838309074101 1.2691921072420866 -0.03545130218555223 1.3850835886001587 0.60022482323646542 0.025965089823695182 0.81468397033625639 0.590580818939209 0.48262378997802735 0.079102686882019047 -0.1462395795653848 0.33451631631702183 0.45769723446472832 -0.062174955271734986 0.2932268044153849 -0.32953352974682321 0.68026268386840827 leaf_weight=126998 32 138 31 21 22 21 738 723 43 20 365 23 582 20 20 3846 29 25 25 20 34 64 23 193 45 41 20 leaf_count=126998 32 138 31 21 22 21 738 723 43 20 365 23 582 20 20 3846 29 25 25 20 34 64 23 193 45 41 20 internal_value=0 0.000246701 0.285069 0.19332 -0.000739875 0.121046 0.102308 0.196461 0.175417 0.13398 -0.00229564 0.0944832 0.067192 0.193989 0.0682158 -0.0030442 0.0354493 0.0296115 -0.00422564 0.518702 0.0152945 0.0399616 -0.0164319 0.0360702 -0.00432145 -0.24644 0.738501 internal_weight=0 134130 463 432 133667 1686 1665 788 766 411 131981 1013 990 385 351 130968 3900 3871 127068 60 877 802 605 331 127043 75 40 internal_count=134162 134130 463 432 133667 1686 1665 788 766 411 131981 1013 990 385 351 130968 3900 3871 127068 60 877 802 605 331 127043 75 40 cat_boundaries=0 1 2 3 cat_threshold=858 1601 3632 is_linear=0 shrinkage=0.01 Tree=132 num_leaves=18 num_cat=1 split_feature=3 2 0 4 5 2 3 1 7 18 5 1 7 12 0 24 13 split_gain=725789 371389 290025 706851 190246 485730 499638 223781 138922 137830 166936 92754.9 266755 182410 66753.7 140444 46584.4 threshold=1048.2900000000002 1048.2900000000002 224.14500000000001 337.69674000000003 174.86250000000004 293.03820000000002 400.30000000000007 161.54175000000006 276.13500000000005 27.583650000000006 54.652568500000008 24.061000000000003 442.89500000000004 285.75500000000005 25.333500000000004 0 779.68675000000019 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=1 2 4 8 11 6 7 -6 9 10 -4 14 13 -13 16 -16 -1 right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11 -12 12 -14 -15 15 -17 -18 leaf_value=-0.0046865505153286264 1.5064417694509029 1.0609724564985796 0.098696976124897626 2.0091896947224934 0.025130068231278831 1.6293667229739104 1.6735150251388549 0.92500937800982896 -0.60072434771806005 0.97095109122140077 0.67971233968381528 0.034066055922788024 1.1685248461223785 0.99136883306503298 0.19700364261623321 0.013405646330382312 0.41864324459662805 leaf_weight=125264 32 33 587 21 587 22 20 29 24 21 54 4165 21 20 482 2754 26 leaf_count=125264 32 33 587 21 587 22 20 29 24 21 54 4165 21 20 482 2754 26 internal_value=0 0.000244311 -1.67242e-05 0.201988 -0.0010874 0.16853 0.117998 0.0674945 0.146665 0.173761 0.147644 -0.00192825 0.0442823 0.038641 -0.00344049 0.0414027 -0.0045987 internal_weight=0 134130 134097 707 133390 658 636 616 686 662 641 132732 4206 4185 128526 3236 125290 internal_count=134162 134130 134097 707 133390 658 636 616 686 662 641 132732 4206 4185 128526 3236 125290 cat_boundaries=0 1 cat_threshold=18 is_linear=0 shrinkage=0.01 Tree=133 num_leaves=33 num_cat=6 split_feature=3 25 2 0 4 24 6 6 2 1 25 0 1 26 18 7 5 3 12 5 0 25 25 25 2 3 26 1 1 1 1 26 split_gain=711345 466570 230388 226808 867318 287553 634670 212295 172803 471534 148032 114499 108808 113652 107480 106421 139304 96804.8 251962 72997.6 67821.1 107773 64247.8 62068.6 50100.4 35850.7 28337.2 23698.3 23420.1 28940 20423.7 315.984 threshold=1048.2900000000002 0 783.48000000000013 8.0855000000000015 364.99000000000007 1 8.0855000000000015 81.767500000000013 272.73498000000006 25.371000000000002 2 224.14500000000001 398.24814000000003 2022.5000000000002 324.92500000000007 94.195000000000007 174.86250000000004 145.10250000000005 119.57250000000001 336.69250000000005 25.333500000000004 3 4 5 335.81400000000008 145.10250000000005 2022.5000000000002 650.90000000000009 650.90000000000009 481.77300000000008 481.77300000000008 2022.5000000000002 decision_type=2 9 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 9 9 2 2 2 2 2 2 2 2 left_child=1 3 12 8 5 6 11 -8 10 24 31 -5 17 27 19 16 -7 20 22 -12 23 -22 -19 -3 -10 -17 -26 30 29 -15 -14 -1 right_child=-2 2 -4 4 -6 15 7 -9 9 -11 14 -13 13 28 -16 25 -18 18 -20 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31 -32 -33 leaf_value=0.37107100370453622 1.4913773873448373 0.0094643701147636445 0.81812552578309017 0.11129868766008798 2.2246604755946571 0.050343958032792284 2.328120030283928 0.88853652136666439 0.51063371976216643 1.6765137163798014 0.034773831666561901 0.58428342024485269 0.61738308676966913 -0.082369065284729009 0.75426722821735204 -0.17126516747474671 0.86158864801580248 0.24112558848289556 1.1016826890945435 0.31356929866263744 0.079544698764121888 -0.031990008292044181 0.012347469038332058 -0.010475446672139699 0.22733639046952533 -0.7392938013076783 -0.1377134970664978 0.80681017268787725 -0.20457985892015346 0.40623199820518496 0.23519174855330896 0.34313670039176941 leaf_weight=82 32 18437 34 177 21 559 20 21 27 24 8227 72 27 27 21 25 22 162 25 95 2226 1410 447 101648 37 20 50 22 34 22 29 80 leaf_count=82 32 18437 34 177 21 559 20 21 27 24 8227 72 27 27 21 25 22 162 25 95 2226 1410 447 101648 37 20 50 22 34 22 29 80 internal_value=0 0.000242025 -0.00493269 0.0674534 0.215302 0.169235 0.4233 1.59077 0.0515031 0.402531 0.0458074 0.248065 -0.00515783 0.254641 0.0397118 0.0440719 0.0810623 -0.00549418 0.117758 0.0379564 -0.00612578 0.0364236 0.0773668 -0.00741411 0.134324 -0.423722 0.0175376 0.528714 -0.0029226 0.137003 0.419463 0.336504 internal_weight=0 134130 124550 9580 937 916 290 41 8643 138 8505 249 124516 161 8343 626 581 124355 634 8322 123721 3636 609 120085 114 45 87 78 83 49 56 162 internal_count=134162 134130 124550 9580 937 916 290 41 8643 138 8505 249 124516 161 8343 626 581 124355 634 8322 123721 3636 609 120085 114 45 87 78 83 49 56 162 cat_boundaries=0 6 7 12 18 21 27 cat_threshold=2147778560 67239937 12372 427884544 33693761 2097153 330 0 0 4 0 139264 857736704 268440096 675300608 2147614752 17039616 805308416 512 0 17408 4210816 1051920 149504 542670976 138451456 591462448 is_linear=0 shrinkage=0.01 Tree=134 num_leaves=35 num_cat=6 split_feature=3 25 5 24 18 9 25 24 25 3 5 5 9 3 7 23 3 26 8 5 8 22 26 22 24 5 5 3 23 5 5 23 5 26 split_gain=697189 457330 182042 240843 163703 99606.7 98679.7 392318 93276.9 91398.9 166432 216512 79394.4 394425 370402 72613.4 71697.9 140907 64699.2 44918 83546.9 48253 39427.8 37202.6 36038.5 35100.3 36986.8 30395.6 24546.2 22070.6 20880.9 17591.3 11683 4805.72 threshold=1048.2900000000002 0 174.86250000000004 1 342.98550000000006 678.37500000000011 2 3 4 121.80050000000001 316.16700000000009 442.27000000000004 158.04750000000004 25.511000000000006 8.0190000000000019 5.660000000000001 242.64500000000001 2022.5000000000002 493.30000000000007 103.80000000000001 47.420000000000009 104.15000000000002 2022.5000000000002 169.21600000000004 5 293.27220000000005 650.90000000000009 72.992500000000021 24.468750000000004 223.76500000000001 232.66575000000003 14.588000000000001 5.1155000000000008 2022.5000000000002 decision_type=2 9 2 1 2 2 9 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 4 25 6 8 7 33 12 10 30 -12 19 32 -15 23 18 -18 -8 21 -21 -3 28 27 -9 29 -27 -10 -17 -4 -5 -24 -14 -1 right_child=-2 5 3 9 -6 -7 16 24 15 -11 11 -13 13 14 -16 22 17 -19 -20 20 -22 -23 31 -25 -26 26 -28 -29 -30 -31 -32 -33 -34 -35 leaf_value=0.71587219562936344 1.4764635568857194 0.0064570003668305946 -0.10521787946874446 0.26211378998093066 0.8367186511004413 0.60238841692606604 0.049114443058457039 0.1036884524357521 -0.011129699513095323 1.2226821660995484 1.4472426968236125 0.37509946813186013 0.018120998642661354 2.048686456680298 0.22286697731018065 0.19148097677433742 -0.090627465537100133 0.51489278262724048 -0.30464586679752059 0.055625662385672334 0.46484465133464126 0.43743390367581292 0.55791172627745012 0.42068670666217806 -0.14428068144708617 -0.46934365689754487 0.063296748074618256 0.058679854977330199 -0.16759155020117761 0.33328131477038064 -0.12216316626622127 0.24832804312705992 -0.23780012416839602 0.85476908809733843 leaf_weight=47 32 31590 22 31 27 27 8927 108 91259 20 31 48 165 20 25 47 66 92 52 400 57 26 29 20 107 32 22 628 32 24 26 50 20 53 leaf_count=47 32 31590 22 31 27 27 8927 108 91259 20 31 48 165 20 25 47 66 92 52 400 57 26 29 20 107 32 22 628 32 24 26 50 20 53 internal_value=0 0.000239828 0.06621 0.329413 0.0591715 -0.00492784 0.0569504 0.228625 -0.00506008 0.555857 0.498666 0.795814 0.00955887 0.194693 1.03434 -0.0101894 0.0507261 0.261954 0.0470657 0.00823423 0.106666 0.00681142 0.204003 -0.0105587 -0.0206471 -0.0722046 -0.252342 -0.0106526 0.0460339 0.123564 0.0868296 0.361973 -0.00954615 0.717716 internal_weight=0 134130 9735 256 9479 124395 9452 315 124368 156 136 79 32303 230 45 92065 9137 158 8979 32073 457 31616 158 91907 215 100 54 91887 79 46 57 79 185 100 internal_count=134162 134130 9735 256 9479 124395 9452 315 124368 156 136 79 32303 230 45 92065 9137 158 8979 32073 457 31616 158 91907 215 100 54 91887 79 46 57 79 185 100 cat_boundaries=0 6 7 12 13 19 20 cat_threshold=2147778560 67239937 12372 427884544 33727041 2097153 190 0 0 4 16842752 139264 1316 574620288 1051920 19712 3763863680 138418178 557908016 643 is_linear=0 shrinkage=0.01 Tree=135 num_leaves=32 num_cat=6 split_feature=25 3 1 9 5 8 4 11 2 15 22 25 25 1 26 3 25 2 26 23 3 25 2 18 3 1 1 1 24 26 8 split_gain=364297 476435 184255 189159 178548 145522 154947 130418 112546 89537.4 84397.2 82086.3 76584.4 78764.9 169183 66501.5 140731 85755.1 57157.8 51392.2 47401.8 44439.6 43545 28353 26767.5 25680.4 30024.1 19646.6 21982.5 4391.89 39.4697 threshold=0 782.62500000000011 177.74775000000002 797.90800000000002 150.03545950000003 493.30000000000007 648.37500000000011 456.57400000000007 14.594500000000002 11.871000000000002 231.57000000000002 1 2 438.37500000000006 2022.5000000000002 62.354500000000009 3 150.48552500000002 2022.5000000000002 5.660000000000001 293.03820000000002 4 139.99850000000004 2.5160000000000005 67.542500000000004 317.92500000000007 203.18100000000001 438.37500000000006 5 2022.5000000000002 808.31735000000015 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 1 2 2 left_child=1 5 3 10 12 6 7 9 -6 11 15 -1 13 25 -15 19 17 -17 -8 21 -18 -2 27 -21 -11 26 -4 28 -14 -29 -7 right_child=2 -3 4 -5 8 30 18 -9 -10 24 -12 -13 22 14 -16 16 20 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 -32 leaf_value=0.25385798251467057 0.010553943962299485 1.2822411251068115 -0.016392494010925292 0.86434370880126954 1.2728274764185366 -0.44269210755825045 0.24334697308747666 0.59070058760435684 0.24712712955474853 -0.086637231898583966 0.52474556001027428 0.057354980532168254 0.13746638893655369 1.2975891685485841 0.057416468100114304 0.20034271528742398 0.033784199047270036 0.87458682203292859 0.91613767453602379 0.1145321083472947 -0.14009648888021387 -0.0088569007482598872 0.49101540517807013 0.51175169777870178 -0.42321850850031928 -0.055184101769418431 0.39711033360432774 -0.0539734164873759 -0.041722488488469808 -0.2081074601098111 -0.42627483791775178 leaf_weight=211 13197 32 25 25 23 32 23 46 20 259 30 7456 130 22 22 332 998 20 28 177 186 110487 20 20 26 33 59 36 130 38 27 leaf_count=211 13197 32 25 25 23 32 23 46 20 259 30 7456 130 22 22 332 998 20 28 177 186 110487 20 20 26 33 59 36 130 38 27 internal_value=0 0.0643742 -0.00461086 -0.00541756 0.176702 0.059647 0.0632741 0.0597705 0.795758 0.0566992 -0.0055909 0.0631688 0.125014 0.298297 0.677503 -0.00571775 0.0596772 0.232059 0.612722 -0.00652859 0.00641431 -0.00678564 0.0367399 0.154859 -0.117343 0.181185 0.274044 0.0106378 0.0515544 -0.133123 -0.435179 internal_weight=0 8140 126030 125472 558 8108 8049 7998 43 7952 125447 7667 515 161 44 125417 1536 352 51 123881 1184 123684 354 197 285 117 84 334 260 74 59 internal_count=134170 8140 126030 125472 558 8108 8049 7998 43 7952 125447 7667 515 161 44 125417 1536 352 51 123881 1184 123684 354 197 285 117 84 334 260 74 59 cat_boundaries=0 6 11 14 19 25 26 cat_threshold=1081344 131075 4100 135823488 167915521 2097184 0 2 4 0 139264 12583424 1052672 16640 8389632 2336 541066304 0 16777216 2185510912 606078224 1107567553 3221487616 49664 557907969 1488 is_linear=0 shrinkage=0.01 Tree=136 num_leaves=48 num_cat=7 split_feature=0 3 25 5 7 18 0 24 3 25 3 3 14 11 1 5 2 22 3 3 25 24 26 24 5 0 3 7 8 25 26 1 2 7 0 3 3 3 26 1 1 1 1 17 1 5 26 split_gain=391779 498315 247185 228795 241403 159396 154424 145414 109291 213727 86568.1 178801 79095.9 78165.8 76776.3 74880.3 77372.2 74345.8 72342 82905.7 75069.3 472545 239835 77272.1 139686 68087.6 53078.6 51247.4 49995.6 47637.9 45740.6 40539.8 42816.9 38792.4 35370.2 35531.2 31249.4 26187.3 25137.1 46428.6 27888.2 19067.4 16057.4 15092.5 11489.3 4329.65 149.712 threshold=224.14500000000001 442.27000000000004 0 52.246250000000011 52.203500000000012 24.847500000000004 430.17000000000002 1 77.170100000000005 2 199.86000000000004 273.10998000000006 5.7350000000000012 29.238500000000002 293.71100000000007 36.902000000000008 32.852500000000013 231.57000000000002 483.18750000000006 650.90000000000009 3 4 2022.5000000000002 5 483.07500000000005 33.677000000000014 145.10250000000005 783.48000000000013 88.890000000000001 6 2022.5000000000002 166.69750000000002 86.430500000000009 27.371500000000005 782.62500000000011 28.878500000000003 544.35000000000002 7.6202375000000009 2022.5000000000002 364.99000000000007 336.69250000000005 43.772500000000008 438.37500000000006 47.395000000000003 650.90000000000009 39.490000000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 2 9 1 2 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 12 5 6 7 -5 34 14 10 15 -12 18 25 17 16 -10 27 20 -20 21 22 -1 24 -22 36 -15 28 -4 -25 -23 32 43 37 35 -2 -11 -9 40 -40 -16 -27 -42 45 -41 -14 -21 right_child=1 -3 8 4 -6 -7 -8 33 9 13 11 -13 31 26 38 -17 -18 -19 19 46 23 30 -24 29 -26 41 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 39 44 42 -43 -44 -45 -46 -47 -48 leaf_value=0.31046362350726947 0.20855346879672482 1.7487285445985339 -0.0074740901240523362 0.60993719242237232 -0.12518707690031633 1.0038688111305236 1.73859515580264 0.025518520022883559 0.047082298783694999 -0.00654431079104815 1.4564508677344947 0.26893892735242847 -0.096298033663630489 0.033912094632784523 0.0048208219072093132 0.77249902954101557 0.64053371225084577 0.52789073760692884 0.81664618088648866 0.10741873092651368 0.069216933087951529 0.069760158618291226 1.232186948256059 0.0044151658642517799 0.83414583250880248 0.39524445717064838 0.65603082358837128 0.47569325988942929 0.077889416593086458 0.11850584096576444 -0.2063453822930654 0.30822422266006472 -0.48484908827419937 -0.40720054755210877 0.62015482393900556 0.65248143482208254 -0.27719039800431994 -0.28790848567568023 0.39857787926991783 0.03495643652402438 0.60333216337057261 0.060213300895690915 0.29117450830671521 0.12197773322463036 -0.22591091833114627 -0.24825675654411317 0.14137952345388907 leaf_weight=58 183 21 121402 27 23 20 22 330 102 821 21 32 300 24 23 25 28 26 26 25 4521 120 55 4115 24 53 32 22 690 392 120 24 29 25 30 20 45 29 33 52 26 25 45 32 25 20 27 leaf_count=58 183 21 121402 27 23 20 22 330 102 821 21 32 300 24 23 25 28 26 26 25 4521 120 55 4115 24 53 32 22 690 392 120 24 29 25 30 20 45 29 33 52 26 25 45 32 25 20 27 internal_value=0 0.230617 -0.00168051 0.185651 0.719974 0.125257 1.11668 0.0967768 -0.0055321 0.0891184 0.372667 0.739463 0.0464042 0.0261522 -0.00646711 0.271289 0.174903 -0.00679086 0.0522961 0.355584 0.0497808 0.191149 0.697375 0.0440081 0.0730953 0.00488013 0.389409 -0.0069047 -0.00699166 0.0145787 -0.0655609 -0.0904062 -0.115517 -0.0256555 0.287323 0.25229 -0.0206079 0.000199904 0.18737 0.0847548 0.307451 0.287863 0.405486 -0.0850888 -0.0497408 -0.105795 0.125052 internal_weight=0 730 133440 709 72 637 49 617 123552 1208 208 53 9888 1000 122344 155 130 122140 9483 78 9405 353 113 9052 4545 944 56 122114 122092 4507 240 405 381 384 233 203 866 359 204 110 94 78 71 352 77 320 52 internal_count=134170 730 133440 709 72 637 49 617 123552 1208 208 53 9888 1000 122344 155 130 122140 9483 78 9405 353 113 9052 4545 944 56 122114 122092 4507 240 405 381 384 233 203 866 359 204 110 94 78 71 352 77 320 52 cat_boundaries=0 6 7 12 17 18 19 24 cat_threshold=5275648 131075 4356 135823488 167944193 2162720 1108 0 4096 536872000 0 16777216 0 2 4 134217728 139264 1604 371 5275648 131072 256 128 33554433 is_linear=0 shrinkage=0.01 Tree=137 num_leaves=20 num_cat=2 split_feature=3 26 9 1 14 4 24 9 2 2 4 1 3 17 4 24 6 22 26 split_gain=347537 313331 229437 183225 144661 161890 124857 178902 102140 97362.1 90014.7 85232.7 59179.3 225261 90851 51046 146994 55167.1 42127.2 threshold=782.62500000000011 2022.5000000000002 1037.4750000000001 44.610000000000007 155.26390000000001 186.22625000000002 0 81.106025000000017 293.03820000000002 121.92880000000001 1048.2900000000002 336.69250000000005 62.354500000000009 126.38700000000001 43.669000000000011 1 650.90000000000009 14.612021000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 left_child=2 -2 3 10 5 6 7 -5 -8 -6 12 18 15 14 -14 16 -1 -17 -7 right_child=1 -3 -4 4 9 11 8 -9 -10 -11 -12 -13 13 -15 -16 17 -18 -19 -20 leaf_value=-0.01285996352298038 -0.21362951874732972 1.2012328228420681 0.92095755329838513 0.12317535918013212 0.88059935772741171 0.51715578692299979 -0.0059809535538156832 0.85302360289437429 0.47636049681239656 0.014602274894714357 0.53610208434443318 0.95834087486267094 0.015667015659187111 1.0608967115662313 0.24261763856410981 0.00060459586131752336 0.84464129662513732 0.25853951537465475 0.069265291804359072 leaf_weight=43218 24 45 27 831 37 42 1800 35 45 20 31 25 1494 22 200 86129 20 83 42 leaf_count=43218 24 45 27 831 37 42 1800 35 45 20 31 25 1494 22 200 86129 20 83 42 internal_value=0 0.709107 -0.000777435 -0.000963055 0.0779797 0.0678983 0.0527057 0.15093 0.00575229 0.576741 -0.00269418 0.445763 -0.00282152 0.0555185 0.0424617 -0.00359488 -0.0124604 0.000852822 0.293211 internal_weight=0 69 134101 134074 2877 2820 2711 866 1845 57 131197 109 131166 1716 1694 129450 43238 86212 84 internal_count=134170 69 134101 134074 2877 2820 2711 866 1845 57 131197 109 131166 1716 1694 129450 43238 86212 84 cat_boundaries=0 1 2 cat_threshold=1045 2185 is_linear=0 shrinkage=0.01 Tree=138 num_leaves=37 num_cat=11 split_feature=0 4 9 9 25 18 25 24 0 4 1 24 25 24 26 14 22 3 3 25 24 24 0 25 8 0 24 1 17 1 17 0 2 1 0 26 split_gain=382184 941186 358168 308058 238908 159543 124853 201915 122080 117117 102781 97430.7 89338.7 146973 148193 86560.3 72452 69267.3 81888.5 75158.1 460797 70716.2 61918.6 72816.5 50194.6 29619.5 27420.7 78317.8 26480.8 25774.3 23590 20039.4 14247.3 12989.7 4627.88 69.8237 threshold=224.14500000000001 400.30000000000007 230.23500000000004 1037.4750000000001 0 26.890500000000007 1 2 430.17000000000002 93.927000000000007 161.54175000000006 3 4 5 2022.5000000000002 5.7350000000000012 231.57000000000002 483.18750000000006 650.90000000000009 6 7 8 16.345395000000003 9 88.890000000000001 430.17000000000002 10 293.71100000000007 47.395000000000003 293.71100000000007 164.28000000000003 311.36400000000009 86.430500000000009 481.77300000000008 25.970500000000005 2022.5000000000002 decision_type=2 2 2 2 9 2 9 1 2 2 2 1 9 1 2 2 2 2 2 9 1 1 2 9 2 2 1 2 2 2 2 2 2 2 2 2 left_child=3 2 5 4 15 6 7 8 -2 -9 16 25 13 29 -15 17 22 19 -19 20 -1 -21 24 -24 -6 -8 27 -14 32 -12 -30 -13 34 -28 -17 -20 right_child=1 -3 -4 -5 10 -7 11 9 -10 -11 12 31 26 14 -16 28 -18 18 35 21 -22 -23 23 -25 -26 -27 33 -29 30 -31 -32 -33 -34 -35 -36 -37 leaf_value=0.69034135593631407 0.37803055141617853 2.3671711215972899 1.4235350816900081 1.0471410111018589 -0.0082405800619436351 1.0074227623939513 0.37331985597879114 0.14129029248071753 1.0912383747100831 -0.66031275840032666 0.14148451657006234 -0.0027894852416855947 -0.066512003418669779 1.0308008368280199 0.26313760364264771 -0.09723572644648279 0.52155643279735853 0.80658788204193121 0.10720731697082521 0.071197771549120034 -0.063673256372352202 0.015169866758256226 0.11303970168311027 0.010398363146814034 0.079743185250111426 0.033075146436691287 -0.0085130561032193772 0.45953400767579367 0.38899091792106633 -0.17314567310865533 -0.096704226493835449 -0.17210029214941044 -0.34165846756526402 -0.21585821767648061 -0.25056996617998395 0.13040000421029549 leaf_weight=113 60 20 22 28 117872 20 71 138 40 21 66 112 67 45 57 314 26 26 25 4539 239 4500 848 3591 652 40 188 49 20 43 20 186 28 36 21 27 leaf_count=113 60 20 22 28 117872 20 71 138 40 21 66 112 67 45 57 314 26 26 25 4539 239 4500 848 3591 652 40 188 49 20 43 20 186 28 36 21 27 internal_value=0 0.227778 0.167514 -0.00165656 -0.00187668 0.12735 0.101001 0.26752 0.603012 0.0333224 -0.00566071 -0.0107264 0.130612 0.286324 0.548079 0.0454371 -0.00627168 0.051592 0.348362 0.049127 0.190766 0.0433523 -0.00638329 0.0302844 -0.00775658 0.229989 0.0248272 0.14334 -0.0980513 0.0159052 0.146143 -0.104945 -0.12496 -0.0400485 -0.106848 0.11925 internal_weight=0 730 710 133440 133412 688 668 259 100 159 123540 409 551 211 102 9872 122989 9469 78 9391 352 9039 122963 4439 118524 111 340 116 403 109 40 298 363 224 335 52 internal_count=134170 730 710 133440 133412 688 668 259 100 159 123540 409 551 211 102 9872 122989 9469 78 9391 352 9039 122963 4439 118524 111 340 116 403 109 40 298 363 224 335 52 cat_boundaries=0 6 9 10 11 15 16 21 22 23 29 30 cat_threshold=5275648 131075 4356 135823488 167944193 2162720 33280 4352 17408 1928 84 33554944 1052672 17408 4194304 2481 0 2 4 134217728 139264 1604 371 578813952 1049088 4195328 32 0 536872960 1316 is_linear=0 shrinkage=0.01 Tree=139 num_leaves=35 num_cat=4 split_feature=0 4 5 6 5 18 1 14 5 2 6 0 3 0 24 1 1 24 0 13 3 0 0 13 24 24 5 8 26 18 6 5 5 3 split_gain=374576 922457 266830 530836 525178 147995 142089 189471 118571 116533 140265 90530.4 150782 87669.2 86646.9 176093 73227 68217.1 148100 60298.8 44170.7 43393.9 43376.6 41369.6 40868.2 39763.2 33673.3 146423 29761.7 28691 25161.4 18793.2 94756 16071.8 threshold=224.14500000000001 400.30000000000007 52.246250000000011 42.310750000000006 192.26595000000003 3.8325000000000005 44.610000000000007 155.26390000000001 53.356700000000004 335.81400000000008 367.00000000000006 25.333500000000004 212.70000000000005 233.17050000000003 0 543.20000000000016 650.90000000000009 1 26.940999999999999 779.68675000000019 255.16525000000004 52.172250000000012 81.717500000000015 91.44680000000001 2 3 174.86250000000004 121.38150000000003 2022.5000000000002 3.5235000000000007 338.4500000000001 26.385000000000002 27.625800000000005 316.16700000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 left_child=6 2 5 4 -4 13 11 9 -9 10 14 19 17 -2 15 -8 -16 18 -13 24 25 -20 -14 29 31 -15 30 -28 -11 -19 -26 33 -33 -1 right_child=1 -3 3 -5 -6 -7 7 8 -10 28 -12 12 22 20 16 -17 -18 23 21 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31 -32 32 -34 -35 leaf_value=-0.013438154786367451 0.5435828875206612 2.3434993925094605 2.6328746423721316 -0.2723705202533353 0.43876114606857303 0.94577781963348384 0.094751502306296906 0.28166951161126297 1.2756975402832031 0.27158199920654297 0.86285721097673684 0.86951978718792944 0.97689456844329847 -0.13488223823808856 0.015554280623096968 0.76704901660360947 -0.32881771437823776 0.010652260331166575 0.0096391164017962175 0.53131000700451081 0.50322381162643437 0.19993489240546783 0.34012396874635115 0.34864587739894265 -0.00076319706562695652 0.067475563227588783 0.046694218611484248 0.92976229906082153 0.74628064632415769 0.19312675224931053 -0.14566896706819535 0.58330650671323148 0.012963373252520879 -0.19652764221032459 leaf_weight=41361 37 20 20 31 24 20 783 30 20 25 21 27 20 114 1754 41 64 2707 231 21 20 249 23 38 84379 444 307 20 28 89 120 30 1004 48 leaf_count=41361 37 20 20 31 24 20 783 30 20 25 21 27 20 114 1754 41 64 2707 231 21 20 249 23 38 84379 444 307 20 28 89 120 30 1004 48 internal_value=0 0.225501 0.165839 0.729924 1.43609 0.0992143 -0.00163937 0.0692866 0.679281 0.058057 0.0488161 -0.00314067 0.047908 0.0716838 0.0423457 0.126666 0.0034124 0.0403352 0.146011 -0.0044978 0.0414758 0.108355 0.636296 0.0208412 -0.00458621 0.0249256 -0.000576969 0.100704 0.522366 0.0164606 -0.000968983 -0.0125959 0.029511 -0.0136504 internal_weight=0 730 710 75 44 635 133440 2766 50 2716 2663 130674 3384 615 2642 824 1818 3341 507 127290 578 480 43 2834 127269 558 84826 327 53 2796 84499 42443 1034 41409 internal_count=134170 730 710 75 44 635 133440 2766 50 2716 2663 130674 3384 615 2642 824 1818 3341 507 127290 578 480 43 2834 127269 558 84826 327 53 2796 84499 42443 1034 41409 cat_boundaries=0 1 2 3 4 cat_threshold=1045 18 2185 35 is_linear=0 shrinkage=0.01 Tree=140 num_leaves=38 num_cat=4 split_feature=25 0 9 1 26 6 9 5 3 17 0 25 9 6 25 3 1 25 3 1 8 5 15 11 3 26 0 0 0 20 3 1 5 26 26 0 0 split_gain=449025 485215 1.14889e+06 244909 286079 381368 224440 169298 271038 146165 131850 169717 227081 251517 107405 92585 76654.8 76224.6 69878.6 97503.9 68890.8 100207 63097.4 59564.8 61418.6 56494.4 67257.2 53074.9 46868.6 39212.8 60339.1 25131.9 16869.3 12390.6 12029.2 11899.9 3275.32 threshold=0 224.14500000000001 18.271250000000006 54.310000000000009 2022.5000000000002 43.82500000000001 797.90800000000002 40.316500000000012 46.501600000000003 524.22500000000014 25.333500000000004 1 158.04750000000004 161.20500000000004 2 8.0855000000000015 650.90000000000009 3 483.18750000000006 543.20000000000016 296.0025 8.3020000000000014 465.80000000000001 650.90000000000009 544.35000000000002 2022.5000000000002 332.39451000000003 8.0855000000000015 539.75000000000011 97.664730000000006 316.16700000000009 336.69250000000005 26.808500000000006 2022.5000000000002 2022.5000000000002 539.75000000000011 311.36400000000009 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 15 14 16 7 9 8 -6 10 17 12 13 -12 34 25 31 18 19 -2 22 -22 -19 24 27 28 -27 -16 36 30 -13 32 -5 -20 -1 -28 -3 right_child=6 2 -4 4 5 -7 -8 -9 -10 -11 11 29 -14 -15 23 -17 -18 20 33 -21 21 -23 -24 -25 -26 26 35 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 leaf_value=0.23187935958673925 0.015465796645017 0.47639006731302841 2.6282011079788208 0.041920518094843082 0.069726512171641122 1.5275604596819197 0.84743590970193183 1.234770980477333 1.3278811464309692 0.67221058055758476 0.10105732912744632 0.006430184233417382 1.0509202381416605 0.90596464872360227 0.035912205681453452 -0.35190595823526383 0.54990347822507224 -0.0087932804586684527 -0.15891778448353644 0.49796025117238368 0.088996162725531541 0.89290146064758302 0.5150333211732947 0.58879494333267213 -0.34834000277519223 0.11309778508685885 0.97086385181971968 0.15501298781383185 -0.11236179905553018 0.43554602282387872 -0.48722818422317504 -0.37949052492777507 -0.27380426049232481 -0.4612743001995665 0.4047589898109436 0.65080971020918621 0.30571982903914019 leaf_weight=81 15032 23 24 110 119 35 31 20 20 32 1318 2576 27 40 4914 20 24 109001 23 42 69 20 23 20 40 21 21 405 31 21 25 21 20 33 80 26 22 leaf_count=81 15032 23 24 110 119 35 31 20 20 32 1318 2576 27 40 4914 20 24 109001 23 42 69 20 23 20 40 21 21 405 31 21 25 21 20 33 80 26 22 internal_value=0 0.084421 0.584694 0.0686473 0.318099 0.582552 -0.00334308 0.374531 0.250756 -0.00354894 -0.00371755 0.0527419 0.141797 0.124766 0.0520321 0.285645 0.0249346 -0.00553844 0.01549 0.0168101 -0.00845497 0.269649 -0.00868277 0.0439961 0.042045 0.374193 0.583592 0.0449808 0.186837 0.00514055 0.00168529 -0.0585042 -0.00665252 -0.337092 0.299199 0.793813 0.392951 internal_weight=0 6097 188 5909 369 194 128313 159 139 128282 128250 4007 1385 1358 5540 164 175 124243 15130 15074 109113 89 109024 5379 5359 144 68 5319 76 2622 2601 151 130 56 161 47 45 internal_count=134410 6097 188 5909 369 194 128313 159 139 128282 128250 4007 1385 1358 5540 164 175 124243 15130 15074 109113 89 109024 5379 5359 144 68 5319 76 2622 2601 151 130 56 161 47 45 cat_boundaries=0 6 12 17 23 cat_threshold=2148827136 67371010 4100 150994944 143936 8225 578814464 135680 541066240 36 1 268435456 0 0 4 0 8192 4210688 537005312 287696 819527808 33554435 23068688 is_linear=0 shrinkage=0.01 Tree=141 num_leaves=38 num_cat=5 split_feature=25 0 9 1 26 6 9 5 4 17 0 25 9 6 25 3 1 25 3 1 11 4 4 15 26 0 0 20 3 25 1 5 6 26 26 0 0 split_gain=440089 475559 1.12602e+06 240035 280386 373778 219974 165929 320665 143256 129226 166340 222562 246512 105267 90742.6 75129.4 74804 68481 95570.8 58379.5 66457.3 410804 58248.1 55370.1 65918.8 45935.9 38432.4 59138.3 36408.9 24631.8 16533.6 12587.4 12144 11789.8 11663 3210.14 threshold=0 224.14500000000001 18.271250000000006 54.310000000000009 2022.5000000000002 43.82500000000001 797.90800000000002 40.316500000000012 16.401400000000002 524.22500000000014 25.333500000000004 1 158.04750000000004 161.20500000000004 2 8.0855000000000015 650.90000000000009 3 483.18750000000006 543.20000000000016 650.90000000000009 174.86250000000004 150.01600000000005 465.80000000000001 2022.5000000000002 332.39451000000003 539.75000000000011 97.664730000000006 316.16700000000009 4 336.69250000000005 26.808500000000006 31.717750000000006 2022.5000000000002 2022.5000000000002 539.75000000000011 311.36400000000009 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 3 15 14 16 7 9 8 -6 10 17 12 13 -12 34 24 30 18 19 -2 21 22 -16 29 26 -26 36 28 -13 -19 31 -5 -23 -20 -1 -27 -3 right_child=6 2 -4 4 5 -7 -8 -9 -10 -11 11 27 -14 -15 20 -17 -18 23 33 -21 -22 32 -24 -25 25 35 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 leaf_value=0.22956057230631513 0.015294778293842856 0.47162616736215091 2.6019190736611684 0.04150130941651084 0.051341846530177017 1.5122848587036135 0.83896156403326216 1.2224233518838883 1.4198423719406128 0.66548845559358594 0.10004675651051116 0.0063658825600568947 1.0404109905384205 0.8969049894809723 0.040687147065072773 -0.34838689612597229 0.54440443674723304 -0.00074431161971984152 -0.15732861435931664 0.49298065719150358 0.58290697813034054 -0.14245165166400728 1.277370826933119 0.48421499768892923 0.11196680386861166 0.9611552138555618 -0.11123818059121408 0.43119056031817482 -0.48235590114593507 -0.012798675307251397 -0.37569561776660737 -0.27106622266769409 -0.41617601966857914 -0.45666155901822181 0.4007114081382751 0.64430169765765855 0.30266262531280519 leaf_weight=81 15070 23 24 110 119 35 31 20 20 32 1318 2576 27 40 5207 20 24 39030 23 42 20 105 27 24 21 21 31 21 25 70021 21 20 20 33 80 26 22 leaf_count=81 15070 23 24 110 119 35 31 20 20 32 1318 2576 27 40 5207 20 24 39030 23 42 20 105 27 24 21 21 31 21 25 70021 21 20 20 33 80 26 22 internal_value=0 0.0835768 0.578847 0.0679608 0.314918 0.576727 -0.00330965 0.370786 0.248248 -0.00351345 -0.00368038 0.0522145 0.140379 0.123518 0.0515118 0.282788 0.0246852 -0.00548306 0.0153188 0.0166224 0.0435562 0.0416246 0.0470667 -0.00837641 0.370451 0.577756 0.184968 0.00508914 0.00166844 -0.00848559 -0.0579191 -0.006586 -0.186248 -0.333721 0.296207 0.785875 0.389022 internal_weight=0 6097 188 5909 369 194 128313 159 139 128282 128250 4007 1385 1358 5540 164 175 124243 15168 15112 5379 5359 5234 109075 144 68 76 2622 2601 109051 151 130 125 56 161 47 45 internal_count=134410 6097 188 5909 369 194 128313 159 139 128282 128250 4007 1385 1358 5540 164 175 124243 15168 15112 5379 5359 5234 109075 144 68 76 2622 2601 109051 151 130 125 56 161 47 45 cat_boundaries=0 6 12 17 23 29 cat_threshold=2148827136 67371010 4100 150994944 143936 8225 578814464 135680 541066240 36 1 268435456 0 0 4 0 8192 4210688 539102464 287696 819527808 33554435 23068688 536871572 269553856 1241648129 2147877408 16828416 570425856 is_linear=0 shrinkage=0.01 Tree=142 num_leaves=30 num_cat=5 split_feature=0 4 2 5 5 5 1 17 24 4 1 12 16 24 3 11 2 0 24 0 13 13 24 24 1 0 26 4 11 split_gain=395735 1.0331e+06 426536 245573 559002 204859 630167 223026 133915 106571 88927.2 319900 104871 66884.2 60172.3 58833.3 84754.1 56921.8 93426.5 131372 71785.6 41990 40217.4 36372.9 31763.4 14800.6 13086.5 11691.3 117.562 threshold=213.3887 400.30000000000007 1048.2900000000002 54.652568500000008 186.65435000000002 336.69250000000005 118.78000000000002 13.002500000000003 0 28.878500000000003 40.336500000000008 153.08370000000002 174.97500000000002 1 9.3117500000000017 1.9026000000000003 57.417500000000011 25.333500000000004 2 172.45500000000001 170.05100000000002 779.68675000000019 3 4 56.871000000000002 430.17000000000002 2022.5000000000002 20.073375000000006 55.808500000000009 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 1 2 2 2 1 1 2 2 2 2 2 left_child=2 3 5 15 -5 10 7 8 9 -7 17 12 13 -12 -6 16 22 21 19 -19 -20 23 26 -1 -24 -18 -2 -10 -17 right_child=1 -3 -4 4 14 6 -8 -9 27 -11 11 -13 -14 -15 -16 28 25 18 20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 leaf_value=-0.015917147632330979 0.058545515625565141 2.4153119777497789 1.1192469069536994 1.5692907348432039 -0.47824349176316033 0.17918798378173342 1.9773043591976165 1.1538100428581239 -0.11333833934595951 0.98307314944267277 0.12541279235122374 0.9523542553950578 0.76229337406158448 0.009908595238343948 0.2701181585138494 -0.28675354781746865 0.62972241451196809 0.12189178681125244 0.010835761955300102 0.77416876754074382 0.59767322676522394 0.39799901778881364 0.11231646950942339 -0.0015264191370453297 0.41896502117852907 0.29206868126278834 -0.14098753333091738 -0.33191790826618672 -0.25246621322631835 leaf_weight=21046 54 21 34 38 21 94 20 20 104 20 636 39 20 2267 22 20 34 480 2824 33 21 26 388 105934 37 21 84 32 20 leaf_count=21046 54 21 34 38 21 94 20 20 104 20 636 39 20 2267 22 20 34 480 2824 33 21 26 388 105934 37 21 84 32 20 internal_value=0 0.228175 -0.000662716 0.166023 0.685587 -0.000947689 0.264548 0.137677 0.0563863 0.294396 -0.00152517 0.0526557 0.0406515 0.0356798 -0.0953608 0.102065 0.126121 -0.00275622 0.0378818 0.160718 0.0151143 -0.00383067 0.0895187 -0.00391295 0.135817 0.5008 -0.0586587 -0.153483 -0.26961 internal_weight=0 760 133650 739 81 133616 290 270 250 114 133326 2962 2923 2903 43 658 618 130364 3358 513 2845 127006 563 126980 425 55 138 136 40 internal_count=134410 760 133650 739 81 133616 290 270 250 114 133326 2962 2923 2903 43 658 618 130364 3358 513 2845 127006 563 126980 425 55 138 136 40 cat_boundaries=0 1 2 3 4 5 cat_threshold=837 21 18 2081 136 is_linear=0 shrinkage=0.01 Tree=143 num_leaves=24 num_cat=1 split_feature=0 4 2 9 5 5 1 5 12 16 9 6 0 6 0 11 0 1 1 5 8 24 1 split_gain=387860 1.01254e+06 418048 385326 240686 547878 133128 508515 340789 108559 66140.6 67424.5 59565.7 155750 74523.6 71331.3 56870.5 40838.8 73886.9 40568.1 179028 37439.5 26415 threshold=213.3887 400.30000000000007 1048.2900000000002 1037.4750000000001 54.652568500000008 186.65435000000002 46.726464000000014 366.02500000000003 153.08370000000002 174.97500000000002 58.121600000000008 174.86250000000004 25.333500000000004 161.20500000000004 51.002500000000005 192.22900000000001 362.49400000000003 56.871000000000002 293.71100000000007 26.039500000000004 91.640000000000015 0 3.5892105000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=2 4 3 6 10 -6 12 8 9 -8 11 17 19 15 -15 -14 -7 22 -19 21 -21 -1 -2 right_child=1 -3 -4 -5 5 16 7 -9 -10 -11 -12 -13 13 14 -16 -17 -18 18 -20 20 -22 -23 -24 leaf_value=-0.014141746382189117 0.089424372654148321 2.3911589095706032 1.1080543877096738 1.2660416992505392 1.553597796088771 0.24471811377483868 0.036144423114634415 1.4879152585983277 1.0214500138494704 0.75801156475430442 -0.41425605376561486 0.6919419445991517 0.026443746211580962 1.0534752349853516 0.28826789311000278 0.62544334268569945 -0.48440128135681149 0.55502797442547813 -0.14715133952146228 0.017658678847448175 0.42892780974778261 -0.0014259595774976719 -0.22074585043150804 leaf_weight=30733 516 21 34 24 38 23 2619 25 36 21 24 20 3327 20 35 20 20 47 22 2802 110 93844 29 leaf_count=30733 516 21 34 24 38 23 2619 25 36 21 24 20 3327 20 35 20 20 47 22 2802 110 93844 29 internal_value=0 0.225893 -0.000656001 -0.000938124 0.164363 0.678731 -0.00116574 0.0683268 0.0550645 0.0418865 0.101044 0.120551 -0.00259975 0.0386967 0.566525 0.0300231 -0.0944072 0.101939 0.331145 -0.00370173 0.0331943 -0.00456418 0.0729199 internal_weight=0 760 133650 133616 739 81 133592 2701 2676 2640 658 634 130891 3402 55 3347 43 614 69 127489 2912 124577 545 internal_count=134410 760 133650 133616 739 81 133592 2701 2676 2640 658 634 130891 3402 55 3347 43 614 69 127489 2912 124577 545 cat_boundaries=0 1 cat_threshold=2184 is_linear=0 shrinkage=0.01 Tree=144 num_leaves=45 num_cat=10 split_feature=25 0 9 1 24 9 2 9 2 25 1 8 3 0 25 24 18 9 3 1 1 25 24 3 24 11 3 1 15 26 0 2 0 2 24 8 12 26 25 0 1 0 26 0 split_gain=426367 454276 1.092e+06 230594 538808 211728 208323 522621 180152 102686 94487.9 89905.2 89218.5 85066.5 125368 162752 170746 73409.5 71655.8 95243.7 71217.9 69392.8 81066.2 69124.5 58720.5 83499.2 92764.4 55430.3 53913.8 53644.6 63049.8 48319.5 45070.4 41236.4 45751.7 34943.3 29681.3 27455.5 53763 42258.2 18649.6 11691.7 11481.5 3203.84 threshold=0 224.14500000000001 18.271250000000006 54.310000000000009 1 797.90800000000002 272.73498000000006 17.187000000000001 8.0855000000000015 2 172.67400000000001 36.895000000000003 8.0855000000000015 25.333500000000004 3 4 3.5235000000000007 62.570000000000007 150.51452500000002 77.943750000000009 336.69250000000005 5 6 232.66575000000003 7 415.99500000000006 544.35000000000002 203.18100000000001 465.80000000000001 2022.5000000000002 332.39451000000003 104.05000000000001 539.75000000000011 232.66575000000003 8 296.0025 456.57400000000007 2022.5000000000002 9 46.832000000000008 224.64000000000001 539.75000000000011 2022.5000000000002 311.36400000000009 decision_type=9 2 2 2 1 2 2 2 2 9 2 2 2 2 9 1 2 2 2 2 2 9 1 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 left_child=1 3 12 9 8 6 13 11 10 42 -5 18 29 21 15 16 -15 33 19 -8 -12 22 23 -2 37 26 -26 -17 35 32 -31 40 43 34 -6 -23 -24 38 -11 -39 -16 -32 -1 -3 right_child=5 2 -4 4 17 -7 7 -9 -10 24 20 -13 -14 14 31 27 -18 -19 -20 -21 -22 28 36 -25 25 -27 -28 -29 -30 30 41 -33 -34 -35 -36 -37 -38 39 -40 -41 -42 -43 -44 -45 leaf_value=0.2267931780403043 0.046498391642067823 0.46376409533231155 2.5585866494973502 0.21922721481323243 0.10160195132558661 0.82306759034433674 -0.028760195828359061 1.8165432939529418 1.6494586944580079 0.0050629161936896188 1.4123222369239443 0.79475128984451293 -0.35108734376728534 0.21675565708506558 -0.022590889171630022 0.032833793693208192 1.1598619179725647 0.61116174156015568 0.6232217939694723 0.51376266379105417 0.6223826591491699 -0.0085269029818475593 -0.0062297733967510184 -0.28648387121775792 0.07115335105695661 0.68501088792627518 -0.61208559751510616 0.32640350299095039 0.45607630271911626 0.11019757883889336 0.94477261043730243 0.43460636170014094 -0.11428399424399099 0.43220872152419321 -0.17200220281242307 0.18644423938315846 0.37020274162292482 -0.043582405961375137 0.18191724172780213 0.2658869433403015 -0.28274802616664341 0.62753055865948015 0.39569142365455628 0.29496643153103913 leaf_weight=81 5981 23 24 25 119 31 218 20 29 907 21 20 20 478 1733 1606 20 22 24 38 25 109623 8202 63 3099 22 20 67 25 21 21 23 31 21 107 92 21 1082 203 46 28 26 80 22 leaf_count=81 5981 23 24 25 119 31 218 20 29 907 21 20 20 478 1733 1606 20 22 24 38 25 109623 8202 63 3099 22 20 67 25 21 21 23 31 21 107 92 21 1082 203 46 28 26 80 22 internal_value=0 0.0822547 0.566317 0.066993 0.309045 -0.0032665 -0.00346644 0.251364 0.895757 0.0508708 0.714071 0.147019 0.274765 -0.00410371 0.0415513 0.092346 0.249619 0.0555711 0.100752 0.0517705 0.983007 -0.0055598 0.0151808 0.0429565 0.0430133 0.0708768 0.0667722 0.0443257 -0.00825686 0.361689 0.565738 -0.0206639 0.179119 0.00833513 -0.0310514 -0.00836341 -0.00526204 0.00376588 0.0390911 -0.0309622 -0.0267274 0.769277 0.292547 0.381241 internal_weight=0 6097 188 5909 369 128313 128282 320 100 5540 71 300 164 127962 3955 2171 498 269 280 256 46 124007 14267 6044 5379 3141 3119 1673 109740 144 68 1784 76 247 226 109715 8223 2238 1110 1128 1761 47 161 45 internal_count=134410 6097 188 5909 369 128313 128282 320 100 5540 71 300 164 127962 3955 2171 498 269 280 256 46 124007 14267 6044 5379 3141 3119 1673 109740 144 68 1784 76 247 226 109715 8223 2238 1110 1128 1761 47 161 45 cat_boundaries=0 6 7 12 18 19 25 26 27 28 33 cat_threshold=2148827136 67371010 4100 150994944 143936 8225 2067 0 0 4 0 8192 866124288 4608 675300608 2147483684 17039619 268435456 1042 4194304 539102208 287697 819527808 33556483 23068688 1075 1688 1188 32768 67108864 0 16777216 512 is_linear=0 shrinkage=0.01 Tree=145 num_leaves=26 num_cat=5 split_feature=0 9 18 24 2 25 0 1 9 1 18 1 0 2 25 2 11 25 13 2 24 0 19 18 6 split_gain=368177 688511 387961 359455 241742 227075 214203 163122 159365 118782 115345 107864 106906 100984 217869 320992 68681.5 58863.8 57030.6 61435.5 54363.5 49730.2 46550.6 42320.2 40052.7 threshold=213.3887 221.38740500000003 27.583650000000006 0 1048.2900000000002 1 782.62500000000011 64.397977000000012 797.90800000000002 543.20000000000016 342.98550000000006 789.60480000000007 233.17050000000003 48.007500000000007 2 272.73498000000006 650.90000000000009 3 43.375000000000007 212.70000000000005 4 172.45500000000001 331.0750000000001 66.123500000000007 42.310750000000006 decision_type=2 2 2 1 2 9 2 2 2 2 2 2 2 2 9 2 2 9 2 2 1 2 2 2 2 left_child=4 2 3 6 5 9 7 12 13 10 16 -11 -2 17 15 -15 20 22 19 24 -1 -19 -7 -16 -5 right_child=1 -3 -4 18 -6 8 -8 -9 -10 11 -12 -13 -14 14 23 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.065836387766842544 0.76050608749501414 1.6777623434989684 1.5307164173126222 -0.02895989481283694 0.85486525102095179 0.0072242837501264381 1.2723777573196977 1.0593427119873189 0.84642916852777661 0.80735746823824373 0.66372472159067786 -0.0061535055296761659 0.12955561643589042 0.15562288454822079 0.0072210027302885386 0.93515768906426811 0.5370640087127686 -0.0096617846385092104 -0.53386926858321482 0.4138327081600825 0.015724524627576099 0.24624012060855563 0.48985791277885443 0.43927925825119019 -0.4271569901925546 leaf_weight=4368 32 31 20 392 33 25526 27 27 22 39 30 28 167 327 1583 63 28 96952 23 30 4325 76 20 23 27 leaf_count=4368 32 31 20 392 33 25526 27 27 22 39 30 28 167 327 1583 63 28 96952 23 30 4325 76 20 23 27 internal_value=0 0.217531 0.156769 0.118867 -0.000921587 -0.00113327 0.414177 0.329974 -0.00460548 0.0478774 0.0447203 0.467383 0.231015 -0.00475614 0.0658005 0.274509 0.0425909 -0.00590509 -0.0471982 -0.0233197 0.0409982 -0.00946037 0.00759916 0.0133257 -0.0546194 internal_weight=0 776 745 725 133443 133410 253 226 124592 8818 8751 67 199 124570 1996 390 8721 122574 472 449 8693 97028 25546 1606 419 internal_count=134219 776 745 725 133443 133410 253 226 124592 8818 8751 67 199 124570 1996 390 8721 122574 472 449 8693 97028 25546 1606 419 cat_boundaries=0 1 7 12 18 19 cat_threshold=1856 2153021440 393219 4100 433913856 167936578 2170880 512 1048832 1088 0 1 33570944 605031504 33967569 2147516548 4200448 50331665 359 is_linear=0 shrinkage=0.01 Tree=146 num_leaves=44 num_cat=10 split_feature=25 3 18 5 1 2 25 3 26 4 4 26 24 3 12 3 24 25 26 1 25 13 25 23 23 1 26 7 5 3 3 8 5 24 19 24 5 24 2 3 2 2 2 split_gain=350354 640733 223102 146529 285576 142786 258839 587583 193279 100157 89311.9 159171 222344 86713.6 225394 165201 83917.7 147656 78245 75666.4 72229.8 89657.8 60528.2 59803.4 66015.8 55723 85222.5 48477.4 46939.5 91803.8 50796.8 45476.1 88901.8 37534.2 37014.5 35591.2 34719.8 33492.5 30628.6 22878.9 19058 11139.7 10436.3 threshold=0 782.62500000000011 342.98550000000006 366.02500000000003 5.6142500000000011 212.70000000000005 1 6.9816400000000014 2022.5000000000002 161.35500000000005 62.065000000000005 2022.5000000000002 2 62.354500000000009 76.979500000000016 172.09050000000002 3 4 2022.5000000000002 43.772500000000008 5 11.094500000000002 6 13.455000000000002 24.468750000000004 438.37500000000006 2022.5000000000002 104.05000000000001 211.90000000000003 166.42500000000004 223.76500000000001 22.322500000000002 201.25000000000003 7 331.0750000000001 8 545.08500000000015 9 91.078750000000014 81.070525000000018 440.18000000000006 364.63500000000005 543.20000000000016 decision_type=9 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 1 9 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 1 2 1 2 1 2 2 2 2 2 left_child=1 2 3 10 18 13 7 8 -7 27 16 39 -13 22 20 -16 17 -1 -5 -18 21 37 25 31 -25 34 -27 33 30 -30 -22 38 -33 42 35 -2 -20 -15 -24 -12 -35 -10 -8 right_child=5 -3 -4 4 -6 6 9 -9 41 -11 11 12 -14 14 15 -17 19 -19 36 -21 28 -23 23 24 -26 26 -28 -29 29 -31 -32 32 -34 40 -36 -37 -38 -39 -40 -41 -42 -43 -44 leaf_value=0.40784252514710295 -0.0097099688592399876 1.5755746953827996 0.95113180058343083 0.60563580760249391 1.5065572509765626 0.78410197404714743 0.045602088456202033 2.1859854707717896 -0.037956696385922639 0.60733666385923113 -0.097510681482461781 0.67296428346226367 0.033888406602163162 0.0088391062465764721 0.2259652434455024 1.4085589671773571 0.015086597653742722 0.075713086380505737 -0.32642462539672851 0.1706452468753577 0.039291977586155553 0.84918895292282104 -0.0099649623479103073 0.68636444715353162 0.016983263492584229 0.60364417271736348 -0.086840594248338177 0.45968103599548343 -0.07837779269218445 0.81849218022255676 -0.11335690275315315 0.034523967202843155 0.70517008244991308 -0.073683941055988453 0.4281791162490845 0.016854388052018589 0.19075177280991168 0.25320420259500254 0.082697440115058557 0.2657983422279358 -0.29698748132638764 -0.36065218400955201 0.28206968473351518 leaf_weight=138 7496 28 28 27 20 39 99 20 23 28 130 107 116 108 27 21 5127 1638 25 333 997 20 99286 26 34 39 33 20 25 21 279 1691 20 116 21 15382 27 126 358 20 57 20 23 leaf_count=138 7496 28 28 27 20 39 99 20 23 28 130 107 116 108 27 21 5127 1638 25 333 997 20 99286 26 34 39 33 20 25 21 279 1691 20 116 21 15382 27 126 358 20 57 20 23 internal_value=0 0.0654974 0.0601164 0.0568797 0.439121 -0.00366744 0.175144 0.591193 0.274316 0.0332171 0.0519064 0.202805 0.372228 -0.0042992 0.0683004 0.74335 0.0441279 0.103659 0.168884 0.024529 0.0477405 0.198722 -0.00524706 -0.00856662 0.307048 0.00940811 0.287172 -0.0167612 0.0170994 0.331063 0.00591499 -0.0087543 0.0423632 -0.0490624 0.00853887 0.00815367 -0.0578907 0.151619 -0.00963205 -0.0490695 -0.139211 -0.188048 0.0833501 internal_weight=0 7764 7736 7708 99 126455 445 102 82 343 7609 373 223 126010 1624 48 7236 1776 79 5460 1576 254 124386 101415 60 22971 72 315 1322 46 1276 101355 1711 295 22899 22878 52 234 99644 150 173 43 122 internal_count=134219 7764 7736 7708 99 126455 445 102 82 343 7609 373 223 126010 1624 48 7236 1776 79 5460 1576 254 124386 101415 60 22971 72 315 1322 46 1276 101355 1711 295 22899 22878 52 234 99644 150 173 43 122 cat_boundaries=0 6 11 12 13 17 22 28 29 30 31 cat_threshold=2148827136 393219 4100 425525248 33686082 2105345 33554432 1048576 1024 0 1 3079 352 0 0 0 419430400 0 4096 536872000 0 16777216 37765248 605029456 168053137 2155905024 138450945 50397200 2322 897 3248 is_linear=0 shrinkage=0.01 Tree=147 num_leaves=27 num_cat=4 split_feature=0 9 18 2 25 25 10 4 9 5 1 18 3 5 3 1 25 25 2 0 1 1 0 2 3 1 split_gain=358307 670615 379498 235404 217683 194562 245360 253633 155905 125284 115165 110335 107359 163409 261581 105899 66976.6 54485.8 49776.7 47746.6 44758.5 68114.2 35946.2 33120.4 31996.2 14626.6 threshold=213.3887 221.38740500000003 27.583650000000006 1048.2900000000002 0 1 20.073375000000006 52.107000000000006 797.90800000000002 54.652568500000008 543.20000000000016 342.98550000000006 62.354500000000009 155.77150000000003 192.58100000000002 789.60480000000007 2 3 272.73498000000006 233.17050000000003 438.37500000000006 104.17500000000001 224.14500000000001 12.567000000000002 0.55999999999999994 44.610000000000007 decision_type=2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 left_child=3 2 5 4 10 6 7 9 12 -2 11 20 17 16 -15 -12 -14 18 -6 22 21 -1 -7 -19 25 -21 right_child=1 -3 -4 -5 8 19 -8 -9 -10 -11 15 -13 13 14 -16 -17 -18 23 -20 24 -22 -23 -24 -25 -26 -27 leaf_value=0.037724890911097674 0.20336227347336563 1.6557233921174079 1.5135060319900513 0.8435830931230025 0.0059195973613951434 7.7444338798522941e-05 -0.54554163902997976 1.203096161177664 0.83722553513266817 0.86717213094234469 0.79680113376715245 0.64916872787475588 0.15104930495808583 0.14909531246532093 1.4191004438422945 -0.0092668550355093811 0.0078242424182269881 -0.010382962721785809 0.19633217709651893 -0.038682736278871338 -0.37261268817461457 0.19386339891328119 0.5612881878444127 0.020619632192170726 -0.43928081154823306 -0.28674837846022383 leaf_weight=8406 255 31 20 33 26634 25 32 33 22 32 39 30 473 55 23 28 1025 92643 138 277 26 289 21 3579 24 26 leaf_count=8406 255 31 20 33 26634 25 32 33 22 32 39 30 473 55 23 28 1025 92643 138 277 26 289 21 3579 24 26 internal_value=0 0.214594 0.154628 -0.000910188 -0.00111908 0.117141 0.281358 0.372841 -0.00451872 0.277376 0.0468673 0.0437583 -0.00466774 0.0773442 0.523584 0.459937 0.0541087 -0.00571861 0.00689853 -0.0441888 0.0416757 0.0429145 0.256282 -0.00922885 -0.0878083 -0.0599689 internal_weight=0 776 745 133443 133410 725 352 320 124592 287 8818 8751 124570 1576 78 67 1498 122994 26772 373 8721 8695 46 96222 327 303 internal_count=134219 776 745 133443 133410 725 352 320 124592 287 8818 8751 124570 1576 78 67 1498 122994 26772 373 8721 8695 46 96222 327 303 cat_boundaries=0 6 12 17 23 cat_threshold=2153021440 393219 4100 433913856 167936578 2170880 33587712 135424 17408 0 16384 536870912 8388608 1052672 536888384 0 16777216 33570944 605029456 168054225 2147516544 4208641 50331665 is_linear=0 shrinkage=0.01 Tree=148 num_leaves=40 num_cat=3 split_feature=0 9 24 1 5 0 1 5 9 7 0 9 9 6 5 3 0 19 3 24 1 7 0 26 0 0 23 24 22 3 5 6 9 10 1 0 0 26 0 split_gain=351176 657270 286056 184639 320823 212514 264445 184304 128597 116664 104293 183510 156584 105172 161055 113636 85420.3 82744.5 80806.5 84550.8 130303 65288.8 57196.9 53494.1 99614.1 86238.9 43507.5 40615.7 40498.6 32077.8 23186.2 20628.4 19386.9 17681.5 16546.2 10661.7 33105.5 7629.3 7333.68 threshold=213.3887 221.38740500000003 0 102.46769250000001 80.262500000000017 5.0080000000000009 177.74775000000002 74.112200000000016 1037.4750000000001 39.505000000000003 25.333500000000004 140.83674000000002 249.30000000000004 148.64250000000004 16.268205000000005 223.76500000000001 430.17000000000002 29.100525000000001 364.99000000000007 1 1066.3056000000001 9.5725000000000016 332.39451000000003 2022.5000000000002 638.18750000000011 539.75000000000011 219.08740500000002 2 104.15000000000002 78.765000000000015 3.4365000000000001 2.6001765000000003 38.267500000000005 59.996000000000002 6.2950000000000008 271.85500000000002 243.58000000000001 2022.5000000000002 478.01250000000005 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 7 8 17 6 -6 16 10 -8 26 13 -13 15 -15 -12 21 18 19 33 -21 31 29 25 -25 -18 27 32 -29 35 34 -2 -1 -5 38 36 -4 -37 -24 right_child=1 -3 22 4 5 -7 9 -9 -10 -11 11 12 -14 14 -16 -17 23 -19 -20 20 -22 -23 30 24 -26 -27 -28 28 -30 -31 -32 -33 -34 -35 -36 37 -38 -39 -40 leaf_value=-0.012609244369688022 0.14357705125905049 1.6391661607065511 0.21262365918893081 -0.068449397948019353 1.7034272751984774 -0.011747488724557978 0.14687349619184223 0.99559676390427809 0.76234798518094149 1.1042904233932496 0.029864246459626136 1.1688227908258086 0.0014078574180603027 0.88826083918980192 -0.21947664942060197 0.57977086694617019 0.78114530657728509 0.67482157512144614 0.5784219733599959 0.08969938573595361 0.88837884403410416 0.69648291843278076 -0.16560452135782394 0.30451438713073731 1.2064653007189434 0.022906662285327912 0.45139472053164525 6.8335801207341495e-05 0.45011311042308805 -0.29363342952728272 -0.48740663346790131 -0.19341035959124564 0.040905097432781104 0.21524842479954598 -0.33276971901164337 0.11487627165658135 -0.20452862258752189 0.34090516187250614 -0.018801444929999273 leaf_weight=42222 198 31 52 490 27 38 35 39 22 20 3388 27 20 35 21 38 24 22 29 749 21 21 63 25 24 40 21 85487 20 20 21 20 688 23 34 28 30 32 74 leaf_count=42222 198 31 52 490 27 38 35 39 22 20 3388 27 20 35 21 38 24 22 29 749 21 21 63 25 24 40 21 85487 20 20 21 20 688 23 34 28 30 32 74 internal_value=0 0.212448 0.153081 -0.000900967 0.111172 0.606438 0.892914 0.334779 -0.00213557 0.495025 -0.00226302 0.0513681 0.67205 0.0429901 0.472859 0.0359636 0.271074 0.0666204 0.0564219 0.044623 0.110052 0.163959 -0.0554964 0.497626 0.746286 0.307246 -0.0037366 -0.00381103 0.000173581 0.0813173 -0.173823 0.112661 -0.0117485 -0.0546644 -0.135313 0.134127 0.060007 0.235425 -0.0863094 internal_weight=0 776 745 133443 1454 120 82 391 131989 55 131967 3529 47 3482 56 3426 352 1334 1312 1283 770 239 354 113 49 64 128438 128417 85507 162 192 218 42910 513 171 142 82 60 137 internal_count=134219 776 745 133443 1454 120 82 391 131989 55 131967 3529 47 3482 56 3426 352 1334 1312 1283 770 239 354 113 49 64 128438 128417 85507 162 192 218 42910 513 171 142 82 60 137 cat_boundaries=0 1 2 3 cat_threshold=3906 3650 2185 is_linear=0 shrinkage=0.01 Tree=149 num_leaves=29 num_cat=6 split_feature=0 9 18 24 2 25 0 9 5 3 12 11 2 18 0 24 5 5 6 25 8 25 2 9 26 7 2 24 split_gain=344188 644190 370612 346626 229886 212593 208184 151234 106146 104442 208870 144334 132848 103379 83726.5 79231.5 180021 98400.5 92014.9 66977.9 56567.6 53188.9 48794.8 47501.5 40970.2 39870.1 32363.2 25807 threshold=213.3887 221.38740500000003 27.583650000000006 0 1048.2900000000002 1 782.62500000000011 797.90800000000002 109.52500000000002 62.354500000000009 69.058000000000021 33.672000000000011 155.87100000000004 342.98550000000006 233.17050000000003 2 366.02500000000003 545.08500000000015 545.08500000000015 3 101.77500000000002 4 272.73498000000006 18.271250000000006 2022.5000000000002 336.95674000000002 12.567000000000002 5 decision_type=2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 9 2 9 2 2 2 2 2 1 left_child=4 2 3 6 5 13 8 9 14 21 12 -12 -11 15 -2 19 18 -18 -17 27 23 22 -7 24 -5 -21 -23 -1 right_child=1 -3 -4 20 -6 7 -8 -9 -10 10 11 -13 -14 -15 -16 16 17 -19 -20 25 -22 26 -24 -25 -26 -27 -28 -29 leaf_value=0.032241364801962547 0.71135070009665058 1.6227745099221504 1.4944262781143189 0.052531841519837065 0.83364537903756819 0.0058555271297222166 1.2504219659169515 0.8245821090178056 0.98128812443126334 0.035406550279214653 0.21801371276378631 1.3532217863627845 0.46697952718734742 0.62283705649837373 0.16118753068279801 0.060279335335851836 1.11769926071167 0.27064336821436885 0.61574467245737718 -0.00044342153036772315 -0.49395235167609325 -0.010250368032475849 0.19438072404999662 0.45372124981880191 -0.14384044190718664 -0.35510400176048279 0.020395777756127064 0.23722847913440906 leaf_weight=117 33 31 20 214 33 26634 27 22 22 1456 24 21 75 31 171 5041 24 32 30 3350 27 92643 138 20 211 32 3579 161 leaf_count=117 33 31 20 214 33 26634 27 22 22 1456 24 21 75 31 171 5041 24 32 30 3350 27 92643 138 20 211 32 3579 161 internal_value=0 0.210324 0.15155 0.114506 -0.000891958 -0.00109839 0.404515 -0.00445805 0.321354 -0.00460482 0.0762851 0.747777 0.0565483 0.0463237 0.250185 0.0443425 0.0696566 0.633667 0.0635655 0.0086681 -0.0484872 -0.00564131 0.00682476 -0.0225485 -0.0449612 -0.00378797 -0.00910953 0.155072 internal_weight=0 776 745 725 133443 133410 253 124592 226 124570 1576 45 1531 8818 204 8787 5127 56 5071 3660 472 122994 26772 445 425 3382 96222 278 internal_count=134219 776 745 725 133443 133410 253 124592 226 124570 1576 45 1531 8818 204 8787 5127 56 5071 3660 472 122994 26772 445 425 3382 96222 278 cat_boundaries=0 1 7 8 13 19 20 cat_threshold=1856 2153021440 393219 4100 433913856 167936578 2170880 3720 0 262145 4 269484032 32768 33570944 605029456 168054225 2147516544 4208641 50331665 2176 is_linear=0 shrinkage=0.01 Tree=150 num_leaves=23 num_cat=1 split_feature=3 2 0 2 4 1 5 6 7 19 8 17 4 17 8 24 13 17 11 17 2 3 split_gain=358659 372691 253263 418769 368250 136086 489670 294708 273438 154433 99933.2 77070.5 72168.2 109185 69846 65782.5 53157.9 43478 43321.7 40120.5 38997.7 11232.7 threshold=782.62500000000011 77.14060000000002 110.69500000000002 543.20000000000016 400.30000000000007 46.726464000000014 366.02500000000003 401.66700000000003 442.89500000000004 98.927600000000012 338.4500000000001 133.20235000000005 72.686250000000015 32.947500000000005 219.75337800000003 0 779.68675000000019 524.22500000000014 112.53600000000002 765.43425000000013 28.745500000000003 1048.2900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=2 21 5 4 10 12 7 8 9 -7 11 15 16 14 18 -4 17 20 -14 -19 -1 -2 right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 19 -20 -21 -22 -23 leaf_value=-0.0043498318657250023 0.11319103717803955 1.8664554448127746 0.15840112839740786 1.4676100514246071 1.3636012035867444 0.032227741361414791 1.6294057989120483 1.21102698542855 1.2132900934219359 0.8933705861227853 -0.5804805499857123 0.67284483121789029 0.037025034013758389 0.58983474511366629 0.57721264839172359 0.022250992657738267 0.4773971895549608 0.53205344611200789 0.50586445999145513 -0.050139952421188357 0.032623706976083883 0.40713846059945918 leaf_weight=125610 26 20 694 23 23 2502 20 22 20 21 22 23 1353 39 25 741 23 29 20 20 2919 26 leaf_count=125610 26 20 694 23 23 2502 20 22 20 21 22 23 1353 39 25 741 23 29 20 20 2919 26 internal_value=0 0.706357 0.000378966 0.128472 0.107979 -0.00109491 0.0707509 0.0585977 0.0486278 0.0393954 0.088466 0.0985599 -0.00252312 0.0679513 0.0533923 0.0893553 -0.0033106 -0.00339659 0.0438545 0.294423 -0.00351013 0.260165 internal_weight=0 72 134149 1526 1503 132623 2585 2565 2543 2523 1480 1458 130038 1437 1398 1435 128601 128578 1373 49 128529 52 internal_count=134221 72 134149 1526 1503 132623 2585 2565 2543 2523 1480 1458 130038 1437 1398 1435 128601 128578 1373 49 128529 52 cat_boundaries=0 1 cat_threshold=1370 is_linear=0 shrinkage=0.01 Tree=151 num_leaves=25 num_cat=1 split_feature=3 2 0 2 4 0 1 5 6 7 19 8 4 17 8 24 1 13 1 17 11 17 2 3 split_gain=351521 365275 248269 410428 361904 407227 133377 479925 288844 267997 151360 95024.3 70732 107012 68456 64740.8 167269 52100.1 48957.9 42612.8 42459.6 39322.1 38221.7 11009.1 threshold=782.62500000000011 77.14060000000002 110.69500000000002 543.20000000000016 232.66575000000003 311.36400000000009 46.726464000000014 366.02500000000003 401.66700000000003 442.89500000000004 98.927600000000012 338.4500000000001 72.686250000000015 32.947500000000005 219.75337800000003 0 246.80700000000002 779.68675000000019 481.77300000000008 524.22500000000014 112.53600000000002 765.43425000000013 28.745500000000003 1048.2900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=2 23 6 4 11 -6 12 8 9 10 -8 15 17 14 20 16 -4 19 -17 22 -14 -21 -1 -2 right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 -12 -13 13 -15 -16 18 -18 -19 -20 21 -22 -23 -24 -25 leaf_value=-0.0043063336559766661 0.11205911966470572 1.8477908906936644 0.12749106829030987 1.4529339910590131 0.22699005186557769 2.0459784474372866 0.031905464117365376 1.6131117782592774 1.1989167464863171 1.2011571998596191 0.8844368771144322 -0.57467573469335387 0.036654783907592164 0.58393639723459878 0.5714405197143555 0.035180877694922889 0.94501464346280473 0.47262326053951098 -0.4437890281460502 0.52673291896951613 0.50080582046508793 -0.049638552427291871 0.032297469839289702 0.40306710463303785 leaf_weight=125610 26 20 669 23 32 20 2502 20 22 20 21 22 1353 39 25 712 26 23 22 29 20 20 2919 26 leaf_count=125610 26 20 669 23 32 20 2502 20 22 20 21 22 1353 39 25 712 26 23 22 29 20 20 2919 26 internal_value=0 0.699293 0.00037531 0.127199 0.106911 0.926601 -0.00108396 0.0700434 0.0580117 0.0481415 0.0390014 0.0775358 -0.00249788 0.0672718 0.0528584 0.0875769 0.155832 -0.0032775 0.0205449 -0.00336263 0.0434159 0.291479 -0.00347503 0.257563 internal_weight=0 72 134149 1526 1503 52 132623 2585 2565 2543 2523 1451 130038 1437 1398 1429 695 128601 734 128578 1373 49 128529 52 internal_count=134221 72 134149 1526 1503 52 132623 2585 2565 2543 2523 1451 130038 1437 1398 1429 695 128601 734 128578 1373 49 128529 52 cat_boundaries=0 1 cat_threshold=1370 is_linear=0 shrinkage=0.01 Tree=152 num_leaves=52 num_cat=12 split_feature=25 3 2 10 6 5 3 0 25 24 0 13 25 12 3 24 18 4 2 23 11 26 25 16 2 6 26 26 24 25 12 24 2 4 3 3 25 6 0 12 4 0 2 11 25 0 24 26 0 0 2 split_gain=414931 356944 1.70766e+06 372802 176972 255843 99770.5 98225 96131.9 357565 91634.2 86955.9 86939.8 85053.5 247321 78786.9 166929 97284.4 78189.6 72607.2 65649.1 55409 51420.9 49323.5 49107.8 40117.3 36264.5 32837.1 31664.3 29267 23668.3 22855.8 45897.9 22322.1 20299.1 22025.4 18435.3 16184.2 15329.4 15051.7 13600.7 13146.9 5226.57 4208.31 3910.43 2467.51 2290.49 1517.39 456.375 418.439 117.273 threshold=0 293.03820000000002 174.86250000000004 43.901250000000005 442.89500000000004 48.662000000000006 650.90000000000009 1083.9006000000002 1 2 43.772500000000008 557.40000000000009 3 174.97500000000002 24.313000000000002 4 12.708540000000001 186.22625000000002 783.48000000000013 242.15000000000003 456.57400000000007 2022.5000000000002 5 189.01250000000002 232.66575000000003 650.90000000000009 2022.5000000000002 2022.5000000000002 6 7 347.06250000000006 8 67.850074500000019 150.01600000000005 336.88000000000005 483.18750000000006 9 56.222500000000004 213.3887 4.9812915000000011 7.3257500000000011 213.3887 54.652568500000008 22.035000000000004 10 95.466000000000022 11 2022.5000000000002 362.49400000000003 332.39451000000003 20.091500000000007 decision_type=9 2 2 2 2 2 2 2 9 1 2 2 9 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 1 9 2 1 2 2 2 2 9 2 2 2 2 2 2 2 9 2 1 2 2 2 2 left_child=1 4 3 6 7 25 34 8 9 21 11 13 15 19 28 29 17 24 20 22 -10 -1 23 -2 -17 -6 -11 -8 43 40 -30 41 37 39 -3 -36 -24 38 -33 -31 42 44 -12 -15 45 -14 -46 48 -43 -49 -42 right_child=10 2 -4 -5 5 -7 27 -9 18 26 12 -13 31 14 -16 16 -18 -19 -20 -21 -22 -23 36 -25 -26 -27 -28 -29 30 33 -32 32 -34 -35 35 -37 -38 -39 -40 -41 50 47 -44 -45 46 -47 -48 49 -50 -51 -52 leaf_value=0.496182347756845 0.0050693280336145318 0.40156274049178414 3.1114301490783691 1.3784113534291587 0.4780543333717755 1.4984663639068603 -0.158360253572464 0.68769819180170699 0.039361284799639393 0.046610517501831053 -0.10119653958747842 0.59611974676450097 -0.051600126950971541 -0.097003735034238731 1.0486785785083113 0.15277588909815351 1.0842890548706055 0.81261864141984419 0.55231253290176396 0.59623593091964722 0.41003470917542778 0.95580641279033585 -0.0041644663530780298 0.23453916197127483 -0.31718559099280319 -0.033089822039884677 -0.27511606113727277 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167916033 8192 0 262146 4 0 139264 1700 276824576 4128 675300608 2147614720 16777218 268435456 2465 4211200 3148048 290256 3489734660 4210690 541131392 700 0 0 16640 0 16777216 653 553648532 69792 1117782017 656160 17825792 370169937 536888320 0 0 0 16384 16 516 is_linear=0 shrinkage=0.01 Tree=153 num_leaves=39 num_cat=9 split_feature=25 3 0 7 3 6 9 0 25 24 9 0 0 12 3 25 0 6 8 25 3 3 11 3 4 24 24 3 12 7 12 6 24 25 9 7 12 0 split_gain=406675 349841 1.28227e+06 264369 208032 173450 106542 96270.3 94218.9 350449 96080.7 743322 86331.5 86713.1 252300 80804.6 106155 59037.1 55643.8 49174.8 49140.4 106051 44516.2 80334.2 42243 44903.3 30957 30498.5 28556.7 26455.7 23197.3 22866.3 22883.6 22239.5 27796.7 19243.9 3860.78 1518.88 threshold=0 293.03820000000002 202.39050000000006 8.3632500000000025 650.90000000000009 442.89500000000004 678.37500000000011 1083.9006000000002 1 2 8.3312500000000025 24.245000000000005 65.08550000000001 174.97500000000002 24.313000000000002 3 430.17000000000002 650.90000000000009 58.370000000000005 4 400.30000000000007 336.88000000000005 26.323000000000004 8.0130000000000017 186.22625000000002 5 6 782.62500000000011 119.57250000000001 549.10000000000002 347.06250000000006 115.81000000000002 7 8 81.106025000000017 46.485599999999998 223.76500000000001 638.18750000000011 decision_type=9 2 2 2 2 2 2 2 9 1 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 1 1 2 2 2 2 2 1 9 2 2 2 2 left_child=1 5 3 4 20 7 12 8 9 -1 18 -12 13 19 26 16 24 -7 -10 22 21 -3 29 -24 25 -14 36 -6 31 -2 -28 32 -17 35 -35 -21 -15 -18 right_child=6 2 -4 -5 27 17 -8 -9 10 -11 11 -13 15 14 -16 28 37 -19 -20 33 -22 -23 23 -25 -26 -27 30 -29 -30 -31 -32 -33 -34 34 -36 -37 -38 -39 leaf_value=0.65030064242819086 0.0036803836901427535 0.070635612805684408 2.8834233055114749 1.2435473078773136 -0.19465235805511477 0.82078310584596226 0.63559369894174433 0.68082118272781378 0.038950109324100202 -0.094018165954690897 0.042036566601298349 1.1836564178764821 0.19256253108051088 0.044291562208762535 1.042248946507772 -0.063913690863932615 0.61138014698028564 0.27829975107882887 -0.098246643809021497 -0.004561550203681485 0.075214213437812275 1.0107191996773084 0.038966384474328139 0.34284926576683156 0.49237364326204569 0.020050468604792569 0.071963495165109637 -0.70594036238534119 0.29776210062431568 0.34298355309859568 0.38285805356502539 -0.33594170331954959 0.03820476274377238 -0.013972776698021088 0.12970064196156131 0.059197330117723386 -0.095353253060076609 0.50799539354112411 leaf_weight=105 26019 24 20 21 20 35 26 24 9609 141 524 64 260 26 30 313 30 47 305 40355 43 24 532 104 28 364 60 28 33 23 40 20 675 53525 135 479 83 27 leaf_count=105 26019 24 20 21 20 35 26 24 9609 141 524 64 260 26 30 313 30 47 305 40355 43 24 532 104 28 364 60 28 33 23 40 20 675 53525 135 479 83 27 internal_value=0 0.0588675 0.496168 0.197762 0.0397651 0.0516697 -0.00447611 0.0481819 0.0467692 0.236671 0.0420555 0.166295 -0.0046116 -0.00561677 0.184673 0.0651245 0.146501 0.509848 0.0347293 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12 25 13 4 7 23 2 25 7 2 5 20 25 6 24 6 22 23 23 7 26 3 3 3 3 25 5 26 split_gain=398644 342871 1.66087e+06 362646 169995 250966 94955 79105 80355 109629 117714 75259.4 211022 103348 110679 89561.9 84556.9 74558.7 56956.3 53326.7 65981 48660.7 122919 41954.6 41287.4 54849.2 41203.1 38480.5 35652.9 34876.5 46893.9 34556.3 31913.4 30745.7 28292.7 20335.2 22241 19995.6 8933.1 25.2447 threshold=0 293.03820000000002 174.86250000000004 43.901250000000005 442.89500000000004 48.662000000000006 650.90000000000009 1 2 783.48000000000013 441.87500000000006 36.902000000000008 108.99250000000002 3 40.425000000000004 132.07150000000004 6.414088500000001 248.55000000000004 126.84510000000002 4 650.90000000000009 42.024000000000008 93.807500000000019 31.750000000000004 5 172.50000000000003 6 650.90000000000009 172.67400000000001 5.660000000000001 27.508500000000002 8.0190000000000019 2022.5000000000002 223.76500000000001 544.35000000000002 336.88000000000005 483.18750000000006 7 161.46750000000003 2022.5000000000002 decision_type=9 2 2 2 2 2 2 9 1 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=1 4 3 6 7 27 35 39 24 10 -10 17 13 14 15 18 -14 19 -13 20 21 26 -23 31 25 -9 -2 -6 29 37 -31 34 -8 -33 -15 -3 -37 -21 -26 -1 right_child=11 2 -4 -5 5 -7 32 8 9 -11 -12 12 16 23 -16 -17 -18 -19 -20 28 -22 22 -24 -25 38 -27 -28 -29 -30 30 -32 33 -34 -35 -36 36 -38 -39 -40 -41 leaf_value=0.27132632224114384 0.015233604447226535 0.39459787368774413 3.0654419951005418 1.3564368693033853 0.46506595016457142 1.4788000254631044 -0.15543800433476768 0.0053757135968496095 0.051307842434675462 0.7047045537141654 0.48511776235368514 0.076299745761598758 0.97798213947903023 -0.0074400001811951878 0.90878644025325772 0.73743840714295705 0.21545222245729886 0.6049918799400329 0.62533092212677011 -0.0044255880005044405 0.56636477424984888 0.047434015368906027 0.52358695112425713 0.46051670026779179 -0.084159570979506604 0.5209184905460903 -0.0087202726596160435 -0.035541928796207205 0.41275354790687557 0.27546650265125516 -0.1200891734795137 0.17494813000535689 -0.67113660931587216 -0.16703373216813611 -0.2422218222888011 -0.084947954360828831 0.30030916918878969 -0.013877827298638215 -0.29000040834600277 0.26372404121217274 leaf_weight=91 14497 23 22 21 28 20 24 1193 8766 26 63 342 33 1626 20 24 26 20 20 39793 21 831 58 20 506 21 14211 34 20 94 44 173 24 31 53 43 23 51230 22 84 leaf_count=91 14497 23 22 21 28 20 24 1193 8766 26 63 342 33 1626 20 24 26 20 20 39793 21 831 58 20 506 21 14211 34 20 94 44 173 24 31 53 43 23 51230 22 84 internal_value=0 0.0582839 0.491207 0.132769 0.0511581 0.504749 -0.0548007 0.0477052 0.044031 0.0562492 0.0544033 -0.0044312 0.0513994 0.0363094 0.179027 0.145854 0.641952 -0.00552582 0.106633 -0.0056269 0.00603018 0.00563465 0.0784991 0.00489447 -0.0180435 0.0141769 0.00337825 0.190539 -0.00941306 -0.00950671 0.149347 8.11386e-05 -0.413287 0.12298 -0.0148512 0.13854 0.0493083 -0.00974755 -0.0910125 0.253208 internal_weight=0 11034 180 158 10854 82 137 10772 10597 8855 8829 123187 2368 2309 406 386 59 120819 362 120799 29618 29597 889 1903 1742 1214 28708 62 91181 91161 138 1883 48 204 1679 89 66 91023 528 175 internal_count=134221 11034 180 158 10854 82 137 10772 10597 8855 8829 123187 2368 2309 406 386 59 120819 362 120799 29618 29597 889 1903 1742 1214 28708 62 91181 91161 138 1883 48 204 1679 89 66 91023 528 175 cat_boundaries=0 6 11 12 16 22 27 28 34 cat_threshold=2182381568 67502083 4100 164659200 167916033 8192 0 0 4 0 139264 640 16777728 2048 541066304 4 4211328 3150096 33844688 3489792000 4243458 541130881 33587200 67239936 0 135266304 33554432 1141 547357956 68256 1218445313 533280 17825792 101718608 is_linear=0 shrinkage=0.01 Tree=155 num_leaves=27 num_cat=3 split_feature=3 26 25 2 10 25 0 6 26 9 3 5 2 25 2 2 0 22 23 11 1 5 26 0 0 0 split_gain=514432 387352 279498 278877 226699 129516 141029 625148 110423 102797 87577.8 86880.5 85221.5 140205 85518.4 81357.4 75969.4 75049.4 75511 51929.8 48386.5 43652.2 28591.6 12231.2 6357.83 3054.79 threshold=782.62500000000011 2022.5000000000002 0 1048.2900000000002 747.99000000000012 1 7.1319000000000008 5.6142500000000011 2022.5000000000002 797.90800000000002 1048.2900000000002 316.16700000000009 63.564000000000007 2 272.73498000000006 397.42490000000004 430.17000000000002 231.57000000000002 248.55000000000004 12.664250000000001 102.46769250000001 29.979750000000006 2022.5000000000002 638.18750000000011 539.75000000000011 782.62500000000011 decision_type=2 2 9 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 8 11 -8 -1 12 -3 -7 16 14 20 -16 17 18 -4 22 -14 -21 -15 24 -18 -25 right_child=1 10 9 -5 -6 6 7 -9 -10 -11 -12 -13 13 19 15 -17 23 -19 -20 21 -22 -23 -24 25 -26 -27 leaf_value=0.11383780924479167 -0.14913247255178599 0.86098151397705081 -0.0061052140501295883 1.1016016143798828 0.99554087228775023 0.024541208652984824 0.054533293046943633 0.77114916143247059 0.75014409332275389 0.66391537459000305 1.7273919228145056 0.29188342993821553 0.12878694999461271 0.052283107443900294 0.8504966958557687 0.1584161222392115 0.27611106188524337 0.47834300905466082 0.6084008097648621 0.10906275248123429 0.59062617797851569 0.60765653948783871 -0.048329025739819668 0.05281133983446204 0.49273717641830445 0.20491620586764428 leaf_weight=60 26 20 120866 25 25 10376 933 140 50 23 28 123 245 541 41 29 42 32 20 59 25 25 591 23 20 31 leaf_count=60 26 20 120866 25 25 10376 933 140 50 23 28 123 245 541 41 29 42 32 20 59 25 25 591 23 20 31 internal_value=0 0.833908 -9.5797e-05 0.0465123 0.0442989 0.0422632 0.0388 0.148034 0.369479 -0.00455883 1.36639 0.0276732 -0.00468462 0.0688507 0.245094 0.563778 -0.00562998 -0.00587537 -0.00600355 0.0174134 0.17155 0.257454 -0.000244959 0.250159 0.34599 0.140131 internal_weight=0 74 134345 11732 11707 11682 11572 1073 110 122613 48 10499 122590 1556 340 70 121034 120918 120886 1216 270 84 1132 116 62 54 internal_count=134419 74 134345 11732 11707 11682 11572 1073 110 122613 48 10499 122590 1556 340 70 121034 120918 120886 1216 270 84 1132 116 62 54 cat_boundaries=0 6 11 17 cat_threshold=34897920 67239938 4372 151093376 33697857 73761 0 2 0 0 139264 512 1052928 134217792 4194304 16384 536870912 is_linear=0 shrinkage=0.01 Tree=156 num_leaves=13 num_cat=0 split_feature=3 26 9 2 18 4 11 3 8 1 1 26 split_gain=504195 379644 210313 166102 139339 113572 153712 85835 83354.7 69227 80925 4664.69 threshold=782.62500000000011 2022.5000000000002 1037.4750000000001 1048.2900000000002 678.28640000000007 72.686250000000015 415.99500000000006 1048.2900000000002 247.77000000000001 789.60480000000007 40.336500000000008 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 9 8 -3 -7 10 -1 -11 right_child=1 7 -4 -5 -6 6 -8 -9 -10 11 -12 -13 leaf_value=-0.0026444874217267113 -0.14764115700354943 0.85237171030044556 0.9170170234680175 0.64404068040847773 0.73153550973305326 0.057678957863112695 0.8575977588653565 1.7101179150172643 0.53744113483944456 -0.22743199714024862 0.051788631499913577 -0.39423873449626717 leaf_weight=129629 26 20 25 40 26 1705 25 28 37 30 2790 38 leaf_count=129629 26 20 25 40 26 1705 25 28 37 30 2790 38 internal_value=0 0.825568 -9.4839e-05 -0.000265534 -0.000457463 -0.000599223 0.0790424 1.35272 0.0678691 -0.00166142 -0.00149761 -0.320648 internal_weight=0 74 134345 134320 134280 134254 1767 48 1742 132487 132419 68 internal_count=134419 74 134345 134320 134280 134254 1767 48 1742 132487 132419 68 is_linear=0 shrinkage=0.01 Tree=157 num_leaves=27 num_cat=7 split_feature=25 10 18 2 0 9 0 7 25 26 9 5 5 25 2 0 24 5 8 25 25 2 25 2 8 26 split_gain=327008 309859 259945 190007 178056 570679 286559 193311 101852 122869 81185.2 75938.8 210760 69869.2 64013 63068.3 61701.5 147168 150380 43258 42852.6 40314 52754.9 36421.9 30412.1 340.847 threshold=0 638.18750000000011 374.62500000000006 1048.2900000000002 8.0855000000000015 239.74250000000004 10.786500000000002 234.29475000000005 1 2022.5000000000002 797.90800000000002 316.16700000000009 401.66700000000003 2 783.48000000000013 539.75000000000011 3 150.03545950000003 121.38150000000003 4 5 27.234500000000004 6 121.92880000000001 91.640000000000015 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 1 2 2 9 9 2 9 2 2 2 left_child=1 2 4 10 8 6 -6 -8 9 -1 13 14 -13 16 -10 21 20 19 -19 -18 25 24 -23 -22 -15 -2 right_child=3 -3 -4 -5 5 -7 7 -9 11 -11 -12 12 -14 15 -16 -17 17 18 -20 -21 23 22 -24 -25 -26 -27 leaf_value=0.047290841714659734 -0.20213095319682153 1.028983756014795 1.1691337612697057 0.94753121148972286 1.3343744239807129 1.8615298032760621 0.093184077150573141 0.93892335806574145 0.028243338956036559 0.67891264798348416 0.5079308768241636 1.0433088564872741 0.012456003076889937 -0.0087565862724068282 0.5685091703588312 0.46715857778276715 0.15600103766606327 0.20807868050623543 1.1284454522132874 0.019512223233328421 -0.0079621753377329945 0.076304609932747555 -0.023486725579370652 0.1315505747832553 0.080521903490603911 -0.23836454350897607 leaf_weight=67 58 33 21 21 20 20 777 28 6967 57 31 28 68 100859 22 28 227 158 20 12891 9226 1270 901 191 383 47 leaf_count=67 58 33 21 21 20 20 777 28 6967 57 31 28 68 100859 22 28 227 158 20 12891 9226 1270 901 191 383 47 internal_value=0 0.0618779 0.0580023 -0.00359764 0.0551051 0.19244 0.151977 0.122601 0.0390075 0.312437 -0.00375608 0.0337334 0.313121 -0.00388172 0.029944 -0.00737534 0.011954 0.0258639 0.311491 0.0220079 -0.00747583 -0.00750454 0.0351329 -0.00512707 -0.00841884 -0.199363 internal_weight=0 8108 8075 126311 8054 845 825 805 7209 124 126290 7085 96 126259 6989 103441 22818 13296 178 13118 9522 103413 2171 9417 101242 105 internal_count=134419 8108 8075 126311 8054 845 825 805 7209 124 126290 7085 96 126259 6989 103441 22818 13296 178 13118 9522 103413 2171 9417 101242 105 cat_boundaries=0 6 11 17 18 23 28 34 cat_threshold=294912 67239938 4096 151093376 143425 8225 0 2 0 65536 8192 2186297472 538969344 1073761620 810549248 33587712 560005264 2444 2148532224 0 4 1048576 33554944 2147483648 0 4 0 33554432 562112000 34609184 134217728 131104 25182208 268435456 is_linear=0 shrinkage=0.01 Tree=158 num_leaves=25 num_cat=3 split_feature=3 26 25 2 10 18 25 0 26 9 3 2 25 2 2 0 22 23 3 3 9 0 0 0 split_gain=491840 371510 267723 267022 218070 171060 126821 121255 106472 97759.8 83833.8 81740 136985 83467.4 80030.5 73728.4 73526.9 73962.4 43471.9 56820.1 29331.5 12092.6 6126.57 2987.05 threshold=782.62500000000011 2022.5000000000002 0 1048.2900000000002 747.99000000000012 374.62500000000006 1 1083.9006000000002 2022.5000000000002 797.90800000000002 1048.2900000000002 63.564000000000007 2 272.73498000000006 397.42490000000004 430.17000000000002 231.57000000000002 248.55000000000004 316.16700000000009 155.97750000000002 66.295378500000012 638.18750000000011 539.75000000000011 782.62500000000011 decision_type=2 2 9 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 8 -8 -1 11 -3 15 13 20 -15 16 17 -4 19 -14 -13 22 -17 -23 right_child=1 10 9 -5 -6 -7 7 -9 -10 -11 -12 12 18 14 -16 21 -18 -19 -20 -21 -22 23 -24 -25 leaf_value=0.11227694400151571 -0.14733945149641772 0.84238050317764279 -0.0059819795377934696 1.0779409938812257 0.97631524696350103 0.83639840549892852 0.034765980643531764 0.81407650375366214 0.73709409446716312 0.64742728689442519 1.6900687299455917 0.1394838849067688 0.013410914057600561 0.84083112850421815 0.15441768481813628 0.27316554290907724 0.47352687805891036 0.60218986773490901 -0.44563353586196897 0.45417543490727746 0.53746619653701788 0.050726271504941189 0.48581535816192628 0.20113513485077888 leaf_weight=60 26 20 120866 25 25 27 11525 20 50 23 28 250 1166 41 29 42 32 20 20 30 20 23 20 31 leaf_count=60 26 20 120866 25 25 27 11525 20 50 23 28 250 1166 41 29 42 32 20 20 30 20 23 20 31 internal_value=0 0.815388 -9.62236e-05 0.0455195 0.0433537 0.0413571 0.0395153 0.0360848 0.363261 -0.00446423 1.33687 -0.0045869 0.0674307 0.241636 0.55646 -0.00551275 -0.00575449 -0.00588136 0.0165985 0.0244669 0.168964 0.246475 0.341762 0.137072 internal_weight=0 74 134345 11732 11707 11682 11655 11545 110 122613 48 122590 1556 340 70 121034 120918 120886 1216 1196 270 116 62 54 internal_count=134419 74 134345 11732 11707 11682 11655 11545 110 122613 48 122590 1556 340 70 121034 120918 120886 1216 1196 270 116 62 54 cat_boundaries=0 6 11 17 cat_threshold=34897920 67239938 4372 151093376 33697857 73761 0 2 0 0 139264 512 1052928 134217792 4194304 16384 536870912 is_linear=0 shrinkage=0.01 Tree=159 num_leaves=25 num_cat=3 split_feature=3 25 2 10 2 18 25 0 9 2 25 2 2 3 0 22 23 11 1 5 3 0 0 0 split_gain=482052 262281 261694 213719 205144 167646 124283 120940 95813 79948.3 134378 81806.4 78437.9 74239.4 72258 72062 72489.2 50594.4 47174.5 42428.2 22469.4 11852 6004.65 2927.61 threshold=782.62500000000011 0 1048.2900000000002 747.99000000000012 60.492500000000007 374.62500000000006 1 7.1319000000000008 797.90800000000002 63.564000000000007 2 272.73498000000006 397.42490000000004 1048.2900000000002 430.17000000000002 231.57000000000002 248.55000000000004 12.664250000000001 102.46769250000001 29.979750000000006 255.16525000000004 638.18750000000011 539.75000000000011 782.62500000000011 decision_type=2 9 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 13 6 -1 -8 9 14 11 18 -13 -2 15 16 -3 20 -11 -19 -12 22 -16 -23 right_child=4 8 -4 -5 -6 -7 7 -9 -10 10 17 12 -14 -15 21 -17 -18 19 -20 -21 -22 23 -24 -25 leaf_value=0.35962840819358827 0.11602170061182093 -0.0059164991990622393 1.0671614837646484 0.96655209226608285 1.6723923287391662 0.82803442531161842 0.025429372501504354 0.1372393477544552 0.64095297854879629 0.12505047779667133 0.0057600801526261755 0.83242282082394858 0.15287350555946089 0.85758845011393237 0.27043387776329403 0.46879159748554233 0.59616798853874209 0.10699527966774117 0.58106901016235357 0.59854913654327391 -0.29164656382340653 0.050219013379967738 0.48095718622207645 0.19912378834139915 leaf_weight=110 27 120884 25 25 20 27 10460 1066 23 245 1107 41 29 27 42 32 20 59 25 25 26 23 20 31 leaf_count=110 27 120884 25 25 20 27 10460 1066 23 245 1107 41 29 27 42 32 20 59 25 25 26 23 20 31 internal_value=0 -9.52612e-05 0.0450946 0.042947 0.807234 0.0409672 0.0391409 0.0357393 -0.00441481 -0.00453624 0.0666646 0.239219 0.550895 0.486805 -0.00545204 -0.00569132 -0.0058169 0.016357 0.167274 0.253291 -0.00106479 0.244011 0.338345 0.135701 internal_weight=0 134345 11713 11688 74 11663 11636 11526 122632 122609 1557 340 70 54 121052 120936 120904 1217 270 84 1133 116 62 54 internal_count=134419 134345 11713 11688 74 11663 11636 11526 122632 122609 1557 340 70 54 121052 120936 120904 1217 270 84 1133 116 62 54 cat_boundaries=0 6 11 17 cat_threshold=34897920 67239938 4372 151093376 33697857 8225 0 2 0 0 139264 512 1052928 134217792 4194304 16384 536870912 is_linear=0 shrinkage=0.01 Tree=160 num_leaves=30 num_cat=3 split_feature=3 26 25 1 3 0 9 9 0 3 25 4 5 1 9 23 3 0 25 18 19 7 7 26 1 1 5 1 26 split_gain=372018 292121 286689 273681 274654 160560 224053 882726 218551 201886 99403.8 85748.2 78292 219450 73548.4 68913.4 56887.4 51145 102100 111961 50195.2 42526.6 174137 40827.2 77734.9 39184.3 32980.5 24060.6 6526.17 threshold=782.62500000000011 2022.5000000000002 0 438.37500000000006 9.3117500000000017 25.333500000000004 9.3037500000000026 25.226500000000005 161.35500000000005 293.03820000000002 1 337.69674000000003 192.26595000000003 118.78000000000002 571.7600000000001 248.55000000000004 1048.2900000000002 38.057500000000005 2 7.8410000000000002 275.92650000000003 58.528500000000001 60.492500000000007 2022.5000000000002 650.90000000000009 18.725000000000005 103.80000000000001 650.90000000000009 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 23 10 9 -8 -9 11 28 -7 20 -14 15 17 -3 21 19 -19 -12 25 -23 24 -5 -4 -20 -25 -1 right_child=1 16 14 4 -6 6 7 8 -10 -11 12 -13 13 -15 -16 -17 -18 18 26 -21 -22 22 -24 27 -26 -27 -28 -29 -30 leaf_value=0.29122235985983791 -0.15994329122396617 0.75049802098955432 -0.0083857208595850916 0.065956042717243063 1.3252027322053908 0.06900387955978983 2.4707095103263859 0.50539461742429181 -0.46714389726093836 1.0479444763877175 0.018882168307113052 0.72966480684280399 0.11081597018955101 1.202159420967102 0.44015529265274872 0.58118620300292967 1.4339128796807652 0.087118112432090292 -0.019974628548989907 0.60690401283807538 0.41535586237907413 0.98241594386100772 0.039601100315281412 0.32517511272430422 0.79814627713170549 0.026636284657904036 -0.42964067029953001 -0.11193972797954783 0.18511132063985872 leaf_weight=113 26 21 110289 29 30 1109 20 68 35 22 15140 20 234 20 37 20 29 1142 1128 43 32 20 956 20 29 3290 20 34 119 leaf_count=113 26 21 110289 29 30 1109 20 68 35 22 15140 20 234 20 37 20 29 1142 1128 43 32 20 956 20 29 3290 20 34 119 internal_value=0 0.699808 -3.09397e-05 0.0382343 0.475441 0.0345903 0.142547 0.548219 0.17492 0.0991949 0.0258065 0.0807074 0.0226187 0.196749 -0.00562046 -0.00576203 1.14688 -0.00586246 0.0404893 0.105093 0.0197184 -0.00680645 0.0589211 0.247826 0.432051 -0.00737125 -0.0268775 0.0499547 0.22701 internal_weight=0 76 134019 17074 142 16932 1274 123 103 1151 15658 1129 15426 254 116945 116908 50 116888 2333 1185 15172 114555 976 112 58 113579 1148 54 232 internal_count=134095 76 134019 17074 142 16932 1274 123 103 1151 15658 1129 15426 254 116945 116908 50 116888 2333 1185 15172 114555 976 112 58 113579 1148 54 232 cat_boundaries=0 6 11 17 cat_threshold=2182135808 393217 28948 429195264 134259201 2170881 0 262144 4 65536 8192 832570880 4608 675283968 2147483652 16781312 268435456 is_linear=0 shrinkage=0.01 Tree=161 num_leaves=42 num_cat=9 split_feature=25 2 5 9 1 0 9 9 0 20 9 17 4 25 24 1 2 25 2 9 18 8 2 13 25 1 1 0 5 25 13 10 2 0 2 25 24 0 13 24 2 split_gain=323853 455470 332076 639810 735201 161513 232684 838447 140073 138303 94296.8 92487.3 92159.8 81143.9 274363 104696 70869.4 127415 92611.2 75450 70817.5 69497.5 60472.9 49924.7 39748.9 38202.5 46621.3 35544.4 35531.2 29940.2 41326.6 26063.9 28464.3 23246.1 14643.3 9838.51 9099.39 8571.48 5735.92 1470.03 190.81 threshold=0 1048.2900000000002 172.35100000000003 180.65300000000005 166.69750000000002 25.333500000000004 9.3037500000000026 26.912100000000006 1083.9006000000002 270.66290500000008 70.803195000000017 12.676250000000001 255.30450000000005 1 2 543.20000000000016 32.273100000000007 3 272.73498000000006 66.295378500000012 475.19100000000009 1.6655000000000004 335.81400000000008 382.71220000000005 4 336.69250000000005 789.60480000000007 38.057500000000005 545.08500000000015 5 61.215000000000011 70.839000000000013 440.18000000000006 34.665000000000006 482.16800000000006 6 7 45.662525000000009 557.40000000000009 8 543.20000000000016 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 9 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 9 1 2 2 1 2 left_child=1 2 5 4 11 9 8 -8 12 13 -9 28 -7 14 -1 -15 20 18 19 29 23 -21 -20 24 -2 27 -27 -26 -4 36 -31 32 35 34 -24 39 -18 -37 -25 -19 -34 right_child=16 -3 3 -5 -6 6 7 10 -10 -11 -12 -13 -14 15 -16 -17 17 31 22 21 -22 -23 33 38 25 26 -28 -29 -30 30 -32 -33 40 -35 -36 37 -38 -39 -40 -41 -42 leaf_value=0.53573979063034061 -0.19473112055233546 1.3675251194146965 0.075156161440327565 1.8541793115322407 1.6183806424982408 0.10115339309031172 2.4405457410812379 -0.28500606266657508 0.91191531045096252 0.85605888080596926 0.40976696704115184 0.7230746221542359 -0.55341409509832207 0.018652090253086954 -0.13032679491776686 0.51292767661222971 -0.033217593885438386 -0.024360334368439408 0.71963845021015882 0.77639088789621991 0.52602478713989254 0.062494527530670169 0.49615573814937047 0.19253223922517562 -0.0072055428295021099 0.23066104975272353 -0.23412088852662308 0.03331925943498909 -0.20863166020133278 0.10072289673016822 0.55129722686040972 0.33042430448532101 -0.21959217615425586 -0.064520484924316404 0.18301376909017564 -0.0080719893345725068 0.057333489411916488 0.15224204826354981 0.38534636214927387 -0.078610470597525586 -0.25386310028307368 leaf_weight=115 102 26 223 26 34 965 20 30 21 20 56 20 22 12616 120 43 248 101 37 30 25 25 28 36 114663 127 26 2206 55 664 21 20 32 20 32 708 185 35 27 252 33 leaf_count=115 102 26 223 26 34 965 20 30 21 20 56 20 22 12616 120 43 248 101 37 30 25 25 28 36 114663 127 26 2206 55 664 21 20 32 20 32 708 185 35 27 252 33 internal_value=0 0.0451289 0.0427703 0.34352 0.225215 0.035095 0.150625 0.596299 0.103758 0.0251291 0.167404 0.0662637 0.0865632 0.0238402 0.204184 0.020315 -0.00503204 0.0479659 0.116159 0.0902994 -0.00614974 0.451893 0.385342 -0.00626328 -0.00641465 -0.00623334 0.151678 -0.0064406 0.0190111 0.0725109 0.112888 -0.0272732 -0.03367 0.23073 0.329147 -0.0216117 0.0058914 -0.000513276 0.275167 -0.0641872 -0.236991 internal_weight=0 14412 14386 358 332 14028 1114 106 1008 12914 86 298 987 12894 235 12659 119683 2471 1290 1173 117212 55 117 117187 117124 117022 153 116869 278 1118 685 1181 1161 80 60 1096 433 743 63 353 65 internal_count=134095 14412 14386 358 332 14028 1114 106 1008 12914 86 298 987 12894 235 12659 119683 2471 1290 1173 117212 55 117 117187 117124 117022 153 116869 278 1118 685 1181 1161 80 60 1096 433 743 63 353 65 cat_boundaries=0 6 11 12 18 24 28 34 35 36 cat_threshold=2181070848 393217 24580 294977536 134226433 2170881 0 262144 4 65536 8192 1702 285238784 1055520 134220864 4194304 16793600 805306368 0 2 0 0 131136 32 268451840 4128 1024 4194304 6815744 1024 4198672 2147491840 256 33554448 940 2070 is_linear=0 shrinkage=0.01 Tree=162 num_leaves=32 num_cat=6 split_feature=3 25 2 1 0 8 6 25 24 3 17 2 25 2 9 9 7 0 18 11 1 25 0 2 3 2 3 1 24 2 2 split_gain=363042 275644 316923 169288 110749 159746 212965 98948 212625 96863.7 91971.4 91564.7 106643 78969.8 159976 70355.8 47733.9 35540.6 114218 35960.5 33924.3 33919.6 28954.8 40135.4 19866.6 16044.6 18007.6 6874.39 5797.99 5233.1 771.836 threshold=782.62500000000011 0 1048.2900000000002 438.37500000000006 25.333500000000004 219.75337800000003 35.250000000000007 1 2 9.3117500000000017 32.947500000000005 63.564000000000007 3 272.73498000000006 66.295378500000012 571.7600000000001 650.90000000000009 38.057500000000005 7.8410000000000002 212.87000000000003 1066.3056000000001 4 34.665000000000006 482.16800000000006 1048.2900000000002 440.18000000000006 0.55999999999999994 22.288400000000003 5 27.625800000000005 543.20000000000016 decision_type=2 9 2 2 2 2 2 9 1 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 left_child=1 2 3 4 7 6 -6 8 -1 20 -9 15 13 14 21 16 17 19 -19 -3 29 -13 23 -15 -2 26 28 -28 -14 -5 -27 right_child=24 11 -4 9 5 -7 -8 10 -10 -11 -12 12 25 22 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 30 27 -29 -30 -31 -32 leaf_value=0.53186413757136619 0.52088655524783667 -0.0076747419358525817 1.0820106174205912 0.20772858463116545 0.0974165654884315 -0.56393076578776036 0.53591008137881269 0.018512399976238644 0.0099912662935057444 0.90889115384646835 0.20714412877768165 -0.012413729123347175 0.014253028694993895 0.66253541444029129 0.81628737941865004 0.44183177198682516 0.40625513536589486 0.02227844451528925 0.51056709900194286 0.13745037460884851 0.60233012892983173 0.15745516186977532 0.15037814171083513 0.19884246383394516 0.84469471168518073 -0.14698550510406494 0.083566664635057908 0.28609460494347982 -0.051274938078030297 0.029971955994313414 -0.22725474564925485 leaf_weight=112 36 113228 29 67 1113 33 123 15033 229 28 263 236 261 56 31 35 28 2144 49 171 22 229 31 28 40 25 83 21 266 22 23 leaf_count=112 36 113228 29 67 1113 33 123 15033 229 28 263 236 261 56 31 35 28 2144 49 171 22 229 31 28 40 25 83 21 266 22 23 internal_value=0 -3.33048e-05 0.0374876 0.0357325 0.0328749 0.12272 0.141053 0.0255836 0.191668 0.383291 0.0217415 -0.00551411 0.0782693 0.172648 0.120732 -0.00644909 -0.00658479 -0.0066848 0.0331887 -0.0074559 0.250707 0.0743613 0.411576 0.507971 0.691312 -0.00906646 0.00420714 0.124462 -0.0195243 0.163789 -0.185448 internal_weight=0 134019 17074 17045 16906 1269 1236 15637 341 139 15296 116945 1290 611 496 115655 115620 115592 2193 113399 111 465 115 84 76 679 631 104 527 89 48 internal_count=134095 134019 17074 17045 16906 1269 1236 15637 341 139 15296 116945 1290 611 496 115655 115620 115592 2193 113399 111 465 115 84 76 679 631 104 527 89 48 cat_boundaries=0 6 11 12 18 22 23 cat_threshold=2182135808 393217 28948 429195264 134259201 2170881 0 262144 4 16842752 8192 1316 272631296 1052960 134220864 4194304 16384 536870912 4194304 4384 1088 4194304 3626 is_linear=0 shrinkage=0.01 Tree=163 num_leaves=22 num_cat=2 split_feature=3 26 1 24 3 18 0 7 9 4 0 24 1 5 1 23 3 26 1 1 1 split_gain=355817 285593 227156 505955 493533 181532 164267 200303 188347 140817 259617 142730 98397.9 274883 59467.5 55161.9 55097.9 41205.6 16412.7 33756 1670.07 threshold=782.62500000000011 2022.5000000000002 438.37500000000006 0 9.3117500000000017 751.80750000000012 25.333500000000004 483.07500000000005 1037.4750000000001 150.01600000000005 393.76511200000004 1 84.373000000000005 80.262500000000017 789.60480000000007 219.08740500000002 1048.2900000000002 2022.5000000000002 543.20000000000016 481.77300000000008 1066.3056000000001 decision_type=2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 4 17 6 8 9 12 11 -11 -8 15 -14 18 -1 -3 -4 19 -5 -16 right_child=1 16 3 14 -6 -7 7 -9 -10 10 -12 -13 13 -15 20 -17 -18 -19 -20 -21 -22 leaf_value=-0.0039014595587835324 -0.16569160278026876 0.73634932290940058 0.69460714863795858 0.20206386232376097 2.2459878517332532 0.95206482291221617 0.17967293312676863 1.0571288347244263 0.90206122356912366 0.18149748892080589 1.3617011018232867 0.019649676349167172 0.048917348772664619 0.68950802047487714 -0.48268543561299643 0.49687695828351114 1.4089293407571728 0.22250191852964205 0.16905644767852718 -0.34912043838500978 -0.36057360251744591 leaf_weight=127952 26 21 51 20 21 20 648 20 23 122 22 3700 1185 71 21 22 29 29 43 25 24 leaf_count=127952 26 21 51 20 21 20 648 20 23 122 22 3700 1185 71 21 22 29 29 43 25 24 internal_value=0 0.684399 -3.24868e-05 0.311264 0.802192 -0.000576968 -0.000719403 0.0585922 -0.00278987 0.0541463 0.361806 0.043957 -0.00295091 0.0851291 -0.113339 -0.00381537 1.12645 0.523469 0.0293488 -0.10415 -0.417559 internal_weight=0 76 134019 234 101 133785 133765 4512 129253 4492 144 4348 129230 1256 133 127974 50 80 88 45 45 internal_count=134095 76 134019 234 101 133785 133765 4512 129253 4492 144 4348 129230 1256 133 127974 50 80 88 45 45 cat_boundaries=0 1 2 cat_threshold=3116 18 is_linear=0 shrinkage=0.01 Tree=164 num_leaves=34 num_cat=6 split_feature=3 25 2 1 24 1 1 12 4 17 12 25 2 25 2 9 9 12 0 23 7 7 22 25 0 2 3 3 1 2 2 24 2 split_gain=348736 268860 309716 170102 216102 283482 222344 192688 103354 89275.8 238742 92604 86451.2 106952 77340.9 156184 68302.4 64816.4 161382 60155.3 51300.9 135219 36785.5 33312.9 28538.5 39315.1 18730.9 15933.3 8683.86 8141.73 7890.79 5406.89 756.015 threshold=782.62500000000011 0 1048.2900000000002 46.726464000000014 1 481.77300000000008 789.60480000000007 60.535000000000011 1048.2900000000002 120.51306000000001 100.76150000000001 2 63.564000000000007 3 272.73498000000006 66.295378500000012 571.7600000000001 10.962000000000002 362.49400000000003 242.15000000000003 58.528500000000001 60.492500000000007 104.15000000000002 4 34.665000000000006 482.16800000000006 1048.2900000000002 0.55999999999999994 22.288400000000003 118.99000000000002 440.18000000000006 5 543.20000000000016 decision_type=2 9 2 2 1 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 1 2 left_child=1 2 3 8 17 7 -7 -6 9 11 -11 -1 16 14 15 23 19 18 -5 20 22 -22 -3 -14 25 -16 -2 30 29 -29 31 -15 -32 right_child=26 12 -4 4 5 6 -8 -9 -10 10 -12 -13 13 27 24 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31 32 -33 -34 leaf_value=0.25861246257485027 0.51207266542646623 -0.0072577365539609117 1.0700654500106286 0.021707377223177785 0.18814585218190483 1.6590596735918965 0.32107388869575837 1.1736594906307403 0.71265074903314773 0.11706881804009006 1.2820714311599732 0.02170239557331085 -0.012593905395729755 0.013223188010212106 0.65570046518530167 0.80645776348729292 0.43540569291796005 -0.36900034854286595 0.89697512539950286 0.52874708902268186 0.82262929843819665 0.046922326081406722 0.25625435993356527 0.15572717061601424 0.14771140652318154 0.19677088805607387 0.82648862838745119 0.1329358767317953 0.28292995458557491 -0.064607848270851018 -0.11882878119295294 -0.049652043823842647 -0.20173151102933015 leaf_weight=157 36 114914 29 496 359 27 23 21 22 146 20 15332 236 251 56 31 35 38 22 21 23 979 53 229 31 28 40 54 21 34 22 287 22 leaf_count=157 36 114914 29 496 359 27 23 21 22 146 20 15332 236 251 56 31 35 38 22 21 23 979 53 229 31 28 40 54 21 34 22 287 22 internal_value=0 -3.20132e-05 0.0375068 0.0357323 0.163133 0.328115 1.04359 0.242608 0.0277195 0.0267569 0.257431 0.0242847 -0.00537537 0.0756562 0.170578 0.119195 -0.00628514 0.0291136 0.0588809 -0.00641842 -0.00651533 0.064728 -0.00713626 0.0733778 0.407025 0.502724 0.677555 -0.0105911 0.100215 0.0566122 -0.0315253 -0.0209952 -0.16028 internal_weight=0 134019 16692 16663 986 430 50 380 15677 15655 166 15489 117327 1302 611 496 116025 556 518 115990 115969 1002 114967 465 115 84 76 691 109 88 582 538 44 internal_count=134095 134019 16692 16663 986 430 50 380 15677 15655 166 15489 117327 1302 611 496 116025 556 518 115990 115969 1002 114967 465 115 84 76 691 109 88 582 538 44 cat_boundaries=0 6 7 12 18 22 23 cat_threshold=2182135808 393217 28932 429195264 134259201 2170881 3040 0 0 4 0 8192 272631296 1052960 134220864 4194304 16384 536870912 4194304 4384 1088 4194304 1642 is_linear=0 shrinkage=0.01 Tree=165 num_leaves=31 num_cat=8 split_feature=25 18 0 3 9 5 5 0 24 24 25 25 0 12 3 26 23 26 1 2 25 17 4 1 24 0 25 0 26 9 split_gain=337701 324163 304555 278805 205423 180590 253885 119828 177062 102191 194466 98667.4 79306.9 70545.7 189662 67652.4 59025 57960.7 52827.8 131207 49054.3 83201.5 47250.8 46683.3 37860.4 35792.4 33123 25145.7 22808.6 10061.3 threshold=0 342.98550000000006 1083.9006000000002 782.62500000000011 797.90800000000002 366.02500000000003 442.27000000000004 172.45500000000001 1 2 3 4 478.01250000000005 24.424900000000004 150.51452500000002 2022.5000000000002 248.55000000000004 2022.5000000000002 18.725000000000005 543.20000000000016 5 32.947500000000005 45.300000000000004 224.64000000000001 6 192.77500000000003 7 782.62500000000011 2022.5000000000002 164.68524000000002 decision_type=9 2 2 2 2 2 2 2 1 1 9 9 2 2 2 2 2 2 2 2 9 2 2 2 1 2 9 2 2 2 left_child=1 2 3 5 7 9 -7 13 12 10 -1 -11 25 16 20 -8 18 23 26 -20 21 -15 27 24 -10 -9 -2 -19 -27 -22 right_child=4 -3 -4 -5 -6 6 15 8 17 11 -12 -13 -14 14 -16 -17 -18 22 19 -21 29 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=0.43780395034133207 0.0094197952263021627 1.1339388023103987 1.2314461135864259 0.95727191868950345 0.88518369674682618 1.478599422931671 0.6208889463969639 0.70933941920598342 0.20468372209359417 0.21529112479265997 0.07007744737223516 0.006797131257792635 1.0390388942360878 0.08058860616412418 0.76598469792185597 0.015167912818767407 0.52472276801154727 -0.054847507031409296 0.025869611097349272 0.8378154129981995 0.0057538683104188474 0.51701249695521723 -0.42080620737636792 0.58225069306113508 -0.048953940288440599 0.45985862754640122 -0.0084370257440256596 0.31870962715148926 0.15704302068616524 -0.21522130534762429 leaf_weight=141 11498 28 22 34 26 20 28 24 129 228 3568 4950 20 619 37 54 21 182 4073 20 1095 47 34 22 101 42 106997 20 61 21 leaf_count=141 11498 28 22 34 26 20 28 24 129 228 3568 4950 20 619 37 54 21 182 4073 20 1095 47 34 22 101 42 106997 20 61 21 internal_value=0 0.0595578 0.0562978 0.0534325 -0.00359191 0.0500139 0.468392 -0.00377697 0.133244 0.0452119 0.0851964 0.0163749 0.424832 -0.00447624 0.0573426 0.221999 -0.00539337 0.0359663 -0.00548418 0.0298371 0.0426289 0.10974 -0.075913 0.142169 0.100075 0.361558 -0.00670423 -0.0178617 0.280521 0.00158156 internal_weight=0 9073 9045 9023 125089 8989 102 125063 635 8887 3709 5178 147 124428 1819 82 122609 488 122588 4093 1782 666 236 252 230 127 118495 202 103 1116 internal_count=134162 9073 9045 9023 125089 8989 102 125063 635 8887 3709 5178 147 124428 1819 82 122609 488 122588 4093 1782 666 236 252 230 127 118495 202 103 1116 cat_boundaries=0 6 7 8 13 18 24 25 31 cat_threshold=32768 393219 12564 424214656 167912000 8193 2306 372 0 2 0 150994944 8192 0 1 8196 0 139328 8406016 32 536890368 32 16793600 536870928 1108 2185248896 70257680 33948352 3767828480 55296 539034112 is_linear=0 shrinkage=0.01 Tree=166 num_leaves=28 num_cat=0 split_feature=0 4 9 3 1 5 6 7 5 19 5 6 18 26 3 0 6 5 11 0 23 12 5 7 18 3 9 split_gain=331334 944093 301733 299062 130234 309522 285480 284645 135320 98269.6 93994.2 280086 128758 117374 71534.1 68057 137453 183788 76126.3 66472.7 58284.9 52534.1 49956.2 42774 42737.7 41174.1 28777.6 threshold=213.3887 400.30000000000007 1037.4750000000001 364.99000000000007 40.336500000000008 47.856750000000012 213.15000000000001 401.66700000000003 366.02500000000003 33.766000000000012 54.652568500000008 42.310750000000006 3.8325000000000005 2022.5000000000002 316.16700000000009 25.333500000000004 161.20500000000004 1.6530000000000002 166.11250000000004 243.58000000000001 219.08740500000002 3.0995000000000004 211.90000000000003 43.669000000000011 475.19100000000009 77.170100000000005 678.37500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 10 15 7 8 9 21 14 12 22 13 19 -6 20 18 -18 25 -2 24 -7 -12 -15 26 -17 -1 right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 11 -13 -14 23 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.0034974083724565066 0.4754821001365781 2.3526681180000306 1.0979917297363282 1.3272058396112352 0.027283381102931856 0.12084493246148614 1.5368826883747466 1.2248306503295898 0.9967009986877442 0.56184026844361246 1.3634099974632263 -0.28073535952074774 0.86931654167175298 -0.050957837193886156 -0.38862126353241155 0.023498257995723568 1.0223720787465573 -0.19962360572814941 0.63437629563467846 0.1158543911416412 0.52339366594950354 0.56032183519181078 0.65661267566680903 -0.48260372238159177 0.33633678810016526 0.2129759784205621 -0.2902804194859096 leaf_weight=126924 64 20 25 21 2692 136 21 20 25 34 20 29 20 281 42 3163 32 20 21 261 21 34 20 25 37 119 35 leaf_count=126924 64 20 25 21 2692 136 21 20 25 34 20 29 20 281 42 3163 32 20 21 261 21 34 20 25 37 119 35 internal_value=0 0.208745 -0.000510214 0.150879 -0.000716117 0.0643814 0.429064 0.0361277 0.309761 0.0275388 0.11657 0.467524 0.0793716 0.0543338 0.0208942 -0.00221608 0.0422398 0.552374 0.0342086 0.186673 -0.00339033 0.20874 1.01001 -0.086223 -0.00347744 0.0303684 -0.00357647 internal_weight=0 761 133401 741 133376 3004 216 2788 195 2768 720 69 651 631 2734 130372 3355 52 3303 325 127017 170 40 306 126996 3282 126959 internal_count=134162 761 133401 741 133376 3004 216 2788 195 2768 720 69 651 631 2734 130372 3355 52 3303 325 127017 170 40 306 126996 3282 126959 is_linear=0 shrinkage=0.01 Tree=167 num_leaves=39 num_cat=4 split_feature=0 4 5 6 5 1 5 6 12 5 14 6 24 5 0 6 5 11 24 0 26 23 13 1 0 0 0 0 24 1 1 13 24 22 4 4 6 17 split_gain=324740 925306 289325 739609 448612 130627 335108 358492 227975 132628 134007 86935.6 118832 74778.4 70171.4 134020 180130 74277 63450.5 76862.2 62804.7 57090.8 50052.4 49488.1 48784 40935.2 105420 104524 36515.6 134106 52506.7 36165.8 37406.9 47069.2 29707.9 29690.5 26019.8 23039.2 threshold=213.3887 400.30000000000007 54.652568500000008 42.310750000000006 201.25000000000003 40.336500000000008 47.856750000000012 213.15000000000001 153.08370000000002 366.02500000000003 50.462000000000003 213.15000000000001 0 57.352500000000006 25.333500000000004 161.20500000000004 1.6530000000000002 166.11250000000004 1 172.45500000000001 2022.5000000000002 219.08740500000002 39.162500000000001 213.87530000000001 33.677000000000014 393.76511200000004 311.36400000000009 638.18750000000011 2 438.37500000000006 438.37500000000006 779.68675000000019 3 14.612021000000002 10.613566500000003 40.928000000000004 10.803750000000003 25.375500000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 left_child=5 2 11 4 -4 14 8 9 22 10 13 12 25 -8 21 17 -17 18 19 -16 23 31 28 -14 36 26 -2 -27 29 -7 -30 32 33 -1 -20 -22 -24 -34 right_child=1 -3 3 -5 -6 6 7 -9 -10 -11 -12 -13 20 -15 15 16 -18 -19 34 -21 35 -23 24 -25 -26 27 -28 -29 30 -31 -32 -33 37 -35 -36 -37 -38 -39 leaf_value=0.0018143089726629662 0.54124550975031327 2.3291414632797243 2.6902093582153324 -0.41294328451156614 0.64239376648612645 0.048663369543689619 0.65751827398935958 1.6532714044099504 0.91723116874694821 0.98673403015136718 0.97555223321914675 0.64990636935600865 0.066243850596539394 0.01404701902422794 0.10615236409023833 1.0121483811736107 -0.19762737369537356 0.62803253310067308 0.00063738497037661452 0.65432195442694208 -0.076990423415550263 0.51815972146533784 0.26325671869881295 0.54334307114283242 -0.1534630671414462 1.0473187068939209 -0.35028845741635278 0.077413280382752414 0.011420853355813717 0.66269169205113454 -0.19183862916686956 0.36963545909294715 -0.0093444397991901823 0.28930662335010998 0.10481076929434022 -0.4766673750877381 0.691276155948639 0.055776818662773085 leaf_weight=63351 36 20 20 32 23 556 21 22 29 25 20 26 231 129 486 32 20 21 2462 27 263 21 49 24 22 25 21 20 1940 38 136 26 63035 57 308 20 20 548 leaf_count=63351 36 20 20 32 23 556 21 22 29 25 20 26 231 129 486 32 20 21 2462 27 263 21 49 24 22 25 21 20 1940 38 136 26 63035 57 308 20 20 548 internal_value=0 0.206657 0.14937 0.738201 1.59487 -0.000505112 0.0646576 0.443186 0.0352165 0.306663 0.206653 0.0830605 0.0600324 0.104133 -0.00200782 0.0431265 0.54685 0.0351987 0.0314065 0.132422 -0.0026264 -0.00320015 0.0259523 0.111147 0.256581 0.355893 0.212786 0.61625 0.018092 0.0864886 -0.00188571 -0.00328635 -0.0033627 0.00207242 0.0121766 -0.105236 0.38732 -0.0087818 internal_weight=0 761 741 75 43 133401 3007 217 2790 195 170 666 640 150 130394 3356 52 3304 3283 513 538 127038 2761 255 91 102 57 45 2670 594 2076 127017 126991 63408 2770 283 69 63583 internal_count=134162 761 741 75 43 133401 3007 217 2790 195 170 666 640 150 130394 3356 52 3304 3283 513 538 127038 2761 255 91 102 57 45 2670 594 2076 127017 126991 63408 2770 283 69 63583 cat_boundaries=0 1 2 3 4 cat_threshold=66 18 49 1382 is_linear=0 shrinkage=0.01 Tree=168 num_leaves=36 num_cat=8 split_feature=25 0 3 9 5 5 4 0 24 24 25 26 1 9 25 0 6 12 3 4 1 2 25 25 17 9 1 25 7 0 22 26 1 2 5 split_gain=327965 293737 268388 197896 197283 234081 194590 111638 171719 102100 287983 328808 95144.4 320129 93417 77567 69408.9 68110.7 183563 56715.5 49420.1 127450 87455.7 47893 84032.2 44210.9 69025.4 37466.2 51456.2 35405.9 24878.7 22302.4 14761.9 13941 189.861 threshold=0 1083.9006000000002 782.62500000000011 797.90800000000002 366.02500000000003 442.27000000000004 48.621081000000011 172.45500000000001 1 2 3 2022.5000000000002 47.945000000000007 13.016250000000001 4 478.01250000000005 8.0855000000000015 24.424900000000004 150.51452500000002 93.927000000000007 18.725000000000005 543.20000000000016 5 6 32.947500000000005 55.104960000000013 213.87530000000001 7 483.07500000000005 192.77500000000003 13.887900000000002 2022.5000000000002 55.165000000000006 8.0130000000000017 783.48000000000013 decision_type=9 2 2 2 2 2 2 2 1 1 9 2 2 2 9 2 2 2 2 2 2 2 9 9 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 4 7 9 -6 34 17 15 10 11 -1 14 -14 -11 29 -12 20 23 25 27 22 -22 24 -19 26 -10 28 -2 -9 -29 -31 -25 -21 -7 right_child=3 -3 -4 -5 5 6 -8 8 19 12 16 -13 13 -15 -16 -17 -18 18 -20 33 21 -23 -24 32 -26 -27 -28 30 -30 31 -32 -33 -34 -35 -36 leaf_value=0.10875903828938802 0.0071591538410584379 1.2128411067615856 0.942741543825935 0.86879280897287214 1.458895875930786 -0.0068102514176141653 1.1130894589424134 0.69866551975409197 0.056083013960818703 0.18849020670854508 0.063094549342343487 1.1843595156846223 0.083339809822889924 1.0897453035627094 0.0038466340105112336 1.0227751818150281 0.28204400230856502 0.08670257815158014 0.7534922436765723 -0.14110405311584473 0.073797807356733539 0.82517432212829589 -0.018846858974967764 -0.00017738185779026005 0.56847762676385738 -0.35857633507770043 0.55390721384684249 -0.0088707686446972724 0.47054613451162974 0.4495050659633818 0.12597674430286798 0.15006848522874175 0.17357088177811864 -0.4906030355181013 -0.04363618737175351 leaf_weight=60 15751 22 34 26 20 42 20 24 389 279 2697 54 326 35 5310 20 153 505 37 25 1920 20 2155 1187 39 23 30 102602 24 42 137 61 51 21 21 leaf_count=60 15751 22 34 26 20 42 20 24 389 279 2697 54 326 35 5310 20 153 505 37 25 1920 20 2155 1187 39 23 30 102602 24 42 137 61 51 21 21 internal_value=0 0.0586833 0.0559428 -0.00354947 0.0525989 0.487741 0.253728 -0.00373111 0.128524 0.0475709 0.0954269 0.568395 0.0235315 0.180914 0.0134081 0.415649 0.074587 -0.00440606 0.0563366 0.0328433 -0.00530722 0.0288473 0.024939 0.0418614 0.119053 0.0682947 0.0917268 -0.00648736 0.00785917 0.352767 -0.00869011 0.272169 0.00692433 -0.300658 -0.0190856 internal_weight=0 9073 9051 125089 9017 103 83 125063 635 8914 2964 114 5950 361 5589 147 2850 124428 1819 488 122609 4095 4075 1782 544 442 419 118514 15775 127 102739 103 1238 46 63 internal_count=134162 9073 9051 125089 9017 103 83 125063 635 8914 2964 114 5950 361 5589 147 2850 124428 1819 488 122609 4095 4075 1782 544 442 419 118514 15775 127 102739 103 1238 46 63 cat_boundaries=0 6 7 8 13 18 24 30 36 cat_threshold=32768 393219 12564 424214656 167912000 8193 2306 356 0 2 0 150994944 8192 0 262145 8196 0 139328 562054660 537920928 16384 131108 16793858 805308416 8389632 32 536890368 32 16384 536870928 2185248896 68160528 33948224 3767828480 55296 572588544 is_linear=0 shrinkage=0.01 Tree=169 num_leaves=25 num_cat=4 split_feature=25 18 3 5 5 4 9 17 2 25 4 1 5 26 15 25 23 5 25 23 4 2 26 5 split_gain=321460 313907 263344 225931 213310 255722 193958 84126.9 82844.8 79031.2 83935.8 66772.4 173980 133334 77080.5 65796 61529.7 58503.1 39746.4 44323 43243.8 7566.4 264.146 186.083 threshold=0 342.98550000000006 782.62500000000011 366.02500000000003 442.27000000000004 48.621081000000011 797.90800000000002 524.22500000000014 783.48000000000013 1 648.37500000000011 18.725000000000005 150.03545950000003 2022.5000000000002 137.31750000000005 2 242.15000000000003 201.25000000000003 3 0.90965000000000018 364.99000000000007 1048.2900000000002 2022.5000000000002 783.48000000000013 decision_type=9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 9 2 2 2 2 2 left_child=1 2 3 8 -5 23 7 11 9 22 -11 16 14 -14 15 -13 18 -15 20 -20 -2 -10 -1 -6 right_child=6 -3 -4 4 5 -7 -8 -9 21 10 -12 12 13 17 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 leaf_value=0.28338726657560503 0.0063522303032095238 1.115346496445792 0.93331407771391028 1.4443069834709166 -0.0067421434039161322 1.2789946384429933 0.86010486822861898 0.52579246743520103 -0.27034596204757694 0.04182364481515477 0.51283626732073329 0.072329331757191875 0.99340814313580905 0.59577228307723995 0.55762039855674461 -0.008821433983647136 0.549401890873909 -0.020520159699196041 -0.0082544052871774166 0.13787481562879225 0.2608093485191687 -0.54541682100296018 0.25845007195530167 -0.043199821426754909 leaf_weight=87 21044 28 34 20 42 20 26 30 20 8660 38 1588 31 24 27 2666 20 43 99315 208 67 20 83 21 leaf_count=87 21044 28 34 20 42 20 26 30 20 8660 38 1588 31 24 27 2666 20 43 99315 208 67 20 83 21 internal_value=0 0.0580986 0.05489 0.0515755 0.517239 0.29385 -0.00351393 -0.00369376 0.0461912 0.0482394 0.043831 -0.0038208 0.0345384 0.451141 0.0250016 0.0216211 -0.005213 0.200241 -0.00530495 -0.0079482 0.00715641 -0.407881 0.256145 -0.0188947 internal_weight=0 9073 9045 9011 103 83 125089 125063 8908 8868 8698 125033 4379 98 4281 4254 120654 67 120634 99523 21111 40 170 63 internal_count=134162 9073 9045 9011 103 83 125089 125063 8908 8868 8698 125033 4379 98 4281 4254 120654 67 120634 99523 21111 40 170 63 cat_boundaries=0 6 11 17 23 cat_threshold=32768 393219 12564 424214656 167912000 8193 0 0 4 0 139264 16795140 537920544 16384 36 16777474 805308416 2185248896 68160528 38161984 3767828480 49152 539034112 is_linear=0 shrinkage=0.01 Tree=170 num_leaves=32 num_cat=8 split_feature=0 4 9 25 2 6 6 3 5 2 24 5 25 1 25 5 7 5 3 7 25 24 4 0 24 25 14 5 2 26 5 split_gain=263750 1.03316e+06 392176 195251 119681 72370 93107.6 70901.9 70882.1 103971 65834.5 172589 166441 125735 102136 82568.2 55883.8 102600 55648.2 39667.7 79720.5 122804 39756.9 29852.8 28990.5 52732.4 33753.7 13315.3 9516.99 8043.48 1143.94 threshold=271.85500000000002 242.64500000000001 18.271250000000006 0 783.48000000000013 442.89500000000004 650.90000000000009 53.227330000000002 401.66700000000003 3.5063000000000004 1 273.92500000000007 2 438.37500000000006 3 401.66700000000003 74.002100000000013 74.112200000000016 650.90000000000009 43.669000000000011 4 5 76.517500000000013 430.17000000000002 6 7 155.26390000000001 783.48000000000013 1048.2900000000002 2022.5000000000002 483.07500000000005 decision_type=2 2 2 9 2 2 2 2 2 2 1 2 9 2 9 2 2 2 2 2 9 1 2 2 1 9 2 2 2 2 2 left_child=3 2 7 4 5 10 -7 16 18 27 12 14 29 -14 -12 -13 17 23 19 24 21 -21 -22 -2 26 -26 -5 30 -6 -1 -10 right_child=1 -3 -4 8 28 6 -8 -9 9 -11 11 15 13 -15 -16 -17 -18 -19 -20 20 22 -23 -24 -25 25 -27 -28 -29 -30 -31 -32 leaf_value=0.37804105080091033 -0.014005639431546035 2.0899285459518433 1.1556026122149299 -0.013697364462824012 0.40940074682235716 0.65859651293073385 0.00034664717587557707 -0.37020000407570286 0.21663589874903363 0.88345029671986897 0.25388505911525294 0.7552938017734262 0.042362674821328689 0.5313784014728834 -0.0034206877463078714 0.16554119829861624 -0.42365595045543858 0.80395937871932988 -0.40451792362758093 0.43427111537754537 -0.0027560394768621405 -0.0125127190673094 0.221212955643149 0.15817264967460923 0.012469430496864796 -0.0072252526347883006 0.23198508075305393 -0.12845947599411012 0.71080413038080392 0.55151366788690737 0.13102913144472483 leaf_weight=52 206 28 34 39524 20 42 44 38 27 21 148 43 6615 53 6528 53 21 20 35 115 1173 129 85 197 17464 61241 56 20 22 55 37 leaf_count=52 206 28 34 39524 20 42 44 38 27 21 148 43 6615 53 6528 53 21 20 35 115 1173 129 85 197 17464 61241 56 20 22 55 37 internal_value=0 0.219114 0.117597 -0.00152335 0.0342628 0.0326458 0.321818 0.0443769 -0.00560635 0.2541 0.0308101 0.0086996 0.05282 0.0461803 0.00265869 0.429701 0.0798587 0.104856 -0.0058344 -0.00571791 0.0453495 0.206869 0.0122794 0.0701609 -0.00636637 -0.00285413 -0.0133464 0.0967626 0.567279 0.427277 0.167144 internal_weight=0 544 516 133602 13675 13633 86 482 119927 105 13547 6772 6775 6668 6676 96 444 423 119822 119787 1502 244 1258 403 118285 78705 39580 84 42 107 64 internal_count=134146 544 516 133602 13675 13633 86 482 119927 105 13547 6772 6775 6668 6676 96 444 423 119822 119787 1502 244 1258 403 118285 78705 39580 84 42 107 64 cat_boundaries=0 6 7 12 17 23 24 25 31 cat_threshold=2186313728 393219 4560 22118528 167912001 2170913 3126 0 262146 0 32768 8192 0 1 0 16777216 512 0 1052672 134217728 0 16777216 536870912 3156 2185 17055744 68160320 1074153477 2827878400 16799746 570425872 is_linear=0 shrinkage=0.01 Tree=171 num_leaves=28 num_cat=7 split_feature=25 6 8 3 5 2 6 24 25 4 5 5 25 4 7 16 25 4 2 2 9 24 24 3 9 26 6 split_gain=250022 181639 366257 143527 96081.2 90896.3 76924.6 73100.2 142786 119384 109239 197909 88423.4 47998.9 80012.2 68478.7 61772.4 61120.9 35213.3 50264.7 34099.4 31732.6 20155.7 14463.2 4689.86 2589.42 204.375 threshold=0 442.89500000000004 5.6142500000000011 782.62500000000011 650.90000000000009 1048.2900000000002 783.48000000000013 1 2 779.31175000000019 273.92500000000007 401.66700000000003 3 72.686250000000015 336.95674000000002 202.56550000000004 4 80.637750000000025 648.37500000000011 543.20000000000016 496.59492500000005 5 6 1048.2900000000002 678.37500000000011 2022.5000000000002 545.08500000000015 decision_type=9 2 2 2 2 2 2 1 9 2 2 2 9 2 2 2 9 2 2 2 2 1 1 2 2 2 2 left_child=1 3 6 5 13 7 26 10 25 -10 12 -12 -1 18 15 16 17 -15 19 20 21 -2 -18 -5 -22 -9 -3 right_child=4 2 -4 23 -6 -7 -8 8 9 -11 11 -13 -14 14 -16 -17 22 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 leaf_value=0.17867427491963134 -0.013243576596709633 -0.12704566413706 1.5415212869644166 0.40860645475841706 0.47873618800465656 0.67685366717251871 0.57513575363159175 0.39916502571105961 0.045641841540493042 0.69976342712129869 0.9498876891416661 -0.076415907314845488 -0.007763934238134952 0.44095469749636124 0.62945286969343817 0.62618434387445443 0.047870839420706038 0.083547995816384044 -0.2955703603653681 0.47198180697181008 -0.17772454528808596 -0.0022874337950691973 -0.066228366429886124 0.76796126524607344 -0.37558850703032121 0.5004376665751139 -0.086316193427358356 leaf_weight=257 39685 22 24 21 41 22 25 50 7937 28 34 42 5376 54 24 20 230 420 42 22 25 79184 435 24 23 51 28 leaf_count=257 39685 22 24 21 41 22 25 50 7937 28 34 42 5376 54 24 20 230 420 42 22 25 79184 435 24 23 51 28 internal_value=0 0.0394506 0.466293 0.0364262 -0.00527213 0.0345872 0.12222 0.0335615 0.052914 0.0478812 0.00611579 0.38272 0.00104553 -0.00543771 0.0579456 0.0461111 0.0359255 0.121698 -0.00606792 -0.00596569 -0.00605411 -0.0059465 -0.0266409 0.600262 -0.272534 0.409735 -0.104237 internal_weight=0 13941 99 13842 120205 13797 75 13775 8066 7965 5709 76 5633 120164 1183 1159 1139 474 118981 118939 118917 118869 665 45 48 101 50 internal_count=134146 13941 99 13842 120205 13797 75 13775 8066 7965 5709 76 5633 120164 1183 1159 1139 474 118981 118939 118917 118869 665 45 48 101 50 cat_boundaries=0 6 7 12 17 23 24 25 cat_threshold=2186313728 393219 4560 22118528 167912001 2170913 905 0 262146 0 0 139264 0 1 4096 17825792 512 805307392 32 17408 0 16777216 536870912 2185 609 is_linear=0 shrinkage=0.01 Tree=172 num_leaves=29 num_cat=4 split_feature=0 9 2 24 0 5 1 17 8 11 0 2 3 1 24 3 7 24 22 22 24 0 0 1 0 0 0 0 split_gain=257299 895814 653022 174830 308328 99832.6 206703 247972 145656 99364.5 96447.6 95774.2 88862.1 66009.6 61924.2 52503.3 49218.7 46607.8 52746.1 30265.1 29900.8 27017.1 48409 24378.6 15033.7 4982.24 1043.02 503.997 threshold=271.85500000000002 18.271250000000006 23.742500000000003 0 430.17000000000002 172.35100000000003 166.69750000000002 78.951250000000016 296.0025 48.045000000000009 43.278000000000006 1048.2900000000002 1048.2900000000002 1066.3056000000001 1 15.063000000000002 47.796000000000014 2 14.612021000000002 287.50000000000006 3 539.75000000000011 430.17000000000002 2.2125000000000004 311.36400000000009 638.18750000000011 332.39451000000003 782.62500000000011 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 1 2 2 2 2 2 2 2 left_child=5 3 -3 4 26 11 7 8 10 -8 14 12 13 17 -7 -12 20 19 -19 -1 21 22 -5 24 -22 -6 -2 -23 right_child=1 2 -4 16 25 6 9 -9 -10 -11 15 -13 -14 -15 -16 -17 -18 18 -20 -21 23 27 -24 -25 -26 -27 -28 -29 leaf_value=-0.0094190341782825499 -0.086444013317426058 0.34022742725553967 2.8055683170665398 0.11639275970458984 0.87858283144054994 0.19004133915578997 1.0999625059763591 1.1664319128990175 0.87628822708129894 0.18999704170227052 0.15024782562255859 0.52853832188774563 -0.55576585638112042 0.44503829435868697 -0.071398179523916125 0.83765571713447573 -0.48770247840881348 0.002490902196923606 0.26959896942248213 0.3615570662238381 0.18850550483573567 -0.096363382754118557 0.65959124179113471 -0.28921188725365532 -0.045072617787800862 1.0636778676739105 -0.18176926591179587 -0.028604413895379929 leaf_weight=55328 24 21 22 75 33 101 30 20 20 20 25 34 29 33 488 20 20 77358 74 22 33 23 21 36 167 26 22 21 leaf_count=55328 24 21 22 75 33 101 30 20 20 20 25 34 29 33 488 20 20 77358 74 22 33 23 21 36 167 26 22 21 internal_value=0 0.216423 1.60156 0.0975389 0.439785 -0.00149923 0.115609 0.0695875 0.0360449 0.735976 0.00953881 -0.00213731 -0.00227313 -0.00215227 -0.024553 0.455762 -0.00420764 -0.00226341 0.00274582 -0.00926991 0.0213983 0.131759 0.235217 -0.0476344 -0.00653223 0.96015 -0.132034 -0.0640239 internal_weight=0 544 43 501 105 133602 724 674 654 50 634 132878 132844 132815 589 45 396 132782 77432 55350 376 140 96 236 200 59 46 44 internal_count=134146 544 43 501 105 133602 724 674 654 50 634 132878 132844 132815 589 45 396 132782 77432 55350 376 140 96 236 200 59 46 44 cat_boundaries=0 1 2 3 4 cat_threshold=1282 576 2697 2624 is_linear=0 shrinkage=0.01 Tree=173 num_leaves=43 num_cat=11 split_feature=0 4 9 25 2 18 3 13 7 25 26 11 25 24 7 25 24 7 7 4 1 11 26 9 1 1 14 2 1 25 25 24 25 0 3 25 12 18 2 13 7 4 split_gain=252179 1.0033e+06 374324 186834 113990 90001.4 69368.6 57568.1 54489.1 69669.6 57040.8 53982.4 58458.4 47927 46321.4 73455.1 115207 107816 111804 72041.8 42605.3 41986.8 38670.7 35262.6 31093.1 28035.6 159588 74583 74346.1 39753.7 27956.2 50835.8 67262.9 43574.1 68615.4 37941.7 19142.5 12764 8720.52 7792.31 3125.25 4823.34 threshold=271.85500000000002 242.64500000000001 18.271250000000006 0 783.48000000000013 275.85250000000002 53.227330000000002 145.63725000000002 74.002100000000013 1 2022.5000000000002 549.10000000000002 2 3 43.669000000000011 4 5 260.88220000000007 60.492500000000007 76.517500000000013 194.58675000000002 148.01500000000001 2022.5000000000002 81.106025000000017 2.1555000000000004 24.061000000000003 155.26390000000001 185.76000000000002 187.26000000000002 6 7 8 9 38.83100000000001 186.50375000000003 10 38.292250000000003 426.32200000000006 1048.2900000000002 270.58999999999997 53.253740000000008 12.122000000000002 decision_type=2 2 2 9 2 2 2 2 2 9 2 2 9 1 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 9 9 1 9 2 2 9 2 2 2 2 2 2 left_child=3 2 6 4 5 7 8 11 9 10 -2 12 -1 -11 25 16 40 18 -18 20 21 -17 -21 39 -24 30 27 29 -29 -27 31 32 -5 36 -35 -33 -32 -7 -6 -9 -16 -42 right_child=1 -3 -4 14 38 37 -8 23 -10 13 -12 -13 -14 -15 15 19 17 -19 -20 22 -22 -23 24 -25 -26 26 -28 28 -30 -31 33 35 -34 34 -36 -37 -38 -39 -40 -41 41 -43 leaf_value=0.24799862085834265 0.1395865737238238 2.0578428101539612 1.1283255442451028 0.17292671326808293 0.40258451938629153 0.66026254701614373 -0.36738454366985118 -0.02876605753946786 -0.41941058249700641 0.18506235386148612 0.60434764478517611 -0.32497262432461699 0.031997123253734092 -0.066571276605673579 0.082281576026053668 -0.0037169411227726285 0.86758990181816953 1.1125557136535644 0.12219647784399081 0.6160108430568989 -0.42889196458070172 0.38828439678464621 -0.017798756697239019 -0.4963464121023814 0.43397374963760377 0.04888718483739235 0.91350584015250202 0.11874717561403911 0.76781922607421882 -0.02297767155946728 -0.0096887000495616427 -0.097001685756329059 0.023735459278554975 0.035896796137660204 0.61133324032738101 -0.002652468763853077 0.039632272273302079 0.32695447868771027 0.69110032211650507 -0.16102023424925627 -0.016331480865354662 -0.19063233280181885 leaf_weight=117 62 28 34 319 20 20 38 99 21 106 46 42 13223 209 21 1131 27 20 79 26 23 28 39 24 25 1389 20 60 25 1703 102794 453 3877 1564 21 5393 793 27 22 81 77 20 leaf_count=117 62 28 34 319 20 20 38 99 21 106 46 42 13223 209 21 1131 27 20 79 26 23 28 39 24 25 1389 20 60 25 1703 102794 453 3877 1564 21 5393 793 27 22 81 77 20 internal_value=0 0.214259 0.11422 -0.00148415 0.0335222 0.0319442 0.0426852 0.030433 0.0777812 0.102464 0.308935 0.0329745 0.0341015 0.0211942 -0.00547818 0.0494475 0.204674 0.406835 0.312061 0.0179213 -0.00270424 0.00575332 0.290794 -0.136288 0.158675 -0.00618185 0.0230287 0.017423 0.309651 0.00938953 -0.00699239 0.00894444 0.0354619 -0.00851411 0.0435209 -0.0101166 -0.00931113 0.468788 0.553712 -0.0882804 -0.0261114 -0.0522698 internal_weight=0 544 516 133602 13675 13633 482 13586 444 423 108 13382 13340 315 119927 1516 244 126 106 1272 1182 1159 90 204 64 118411 3197 3177 85 3092 115214 10042 4196 105172 1585 5846 103587 47 42 180 118 97 internal_count=134146 544 516 133602 13675 13633 482 13586 444 423 108 13382 13340 315 119927 1516 244 126 106 1272 1182 1159 90 204 64 118411 3197 3177 85 3092 115214 10042 4196 105172 1585 5846 103587 47 42 180 118 97 cat_boundaries=0 6 9 14 15 21 22 28 34 35 40 45 cat_threshold=2186313728 393219 4560 22118528 167912001 2170913 32768 0 5120 0 0 0 65536 139264 3090 0 1052672 134217728 0 16777216 536870912 691 822629888 34604192 4210688 131108 16777472 2048 278656 67112704 1116088837 4161536000 4198400 541065872 1634 0 67108864 4 402653184 4096 0 67108864 4 939524096 4096 is_linear=0 shrinkage=0.01 Tree=174 num_leaves=25 num_cat=2 split_feature=0 4 9 5 1 8 18 11 2 0 1 7 24 0 0 1 2 1 24 6 0 0 1 0 split_gain=247210 983316 366859 97256.1 202152 133003 107690 97912.8 92384.5 86870 99693.6 64029.6 56148.3 80336.8 105661 51886.3 47116.9 45241.9 43613.9 63308.5 43418.2 18227.9 18403.3 18149.8 threshold=271.85500000000002 242.64500000000001 18.271250000000006 172.35100000000003 166.69750000000002 296.0025 6.3423345000000007 48.045000000000009 1048.2900000000002 43.278000000000006 56.871000000000002 47.796000000000014 0 430.17000000000002 638.18750000000011 1066.3056000000001 3.5063000000000004 789.60480000000007 1 545.08500000000015 22.686328000000007 1083.9006000000002 2.2125000000000004 362.49400000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 left_child=3 2 11 8 5 6 9 -6 15 10 -5 12 13 23 -15 17 -11 18 19 -1 -20 22 -14 -2 right_child=1 -3 -4 4 7 -7 -8 -9 -10 16 -12 -13 21 14 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 leaf_value=-0.010698624677241537 0.10949378533022744 2.037264403785978 1.1170422596089982 0.012613513753027984 1.0889353796641033 0.85194150470551988 0.76588264942169193 0.18564119911193849 0.51910139364354746 0.15463205833435059 -0.70573144483566286 -0.45049913291931154 -0.0024267604923248289 0.82787740749808469 0.071033093248094828 0.38836698840646189 0.80582455968856803 -0.36181591415405273 0.00053463657797830856 0.39764500053305379 0.040149308577617719 0.2487092269897461 -0.2442564582824707 -0.23102387158767038 leaf_weight=44191 49 28 34 568 30 21 20 20 34 25 20 25 250 39 35 34 20 35 85687 38 2859 25 36 23 leaf_count=44191 49 28 34 568 30 21 20 20 34 25 20 25 250 39 35 34 20 35 85687 38 2859 25 36 23 internal_value=0 0.212138 0.1131 -0.00146901 0.114118 0.0686062 0.0434147 0.727618 -0.0020988 0.0205879 -0.01182 0.0422829 0.0692403 0.223237 0.469911 -0.00223219 0.444051 -0.00233219 -0.00223743 -0.0103455 0.00181352 -0.00991337 -0.0328669 0.000717312 internal_weight=0 544 516 133602 724 674 653 50 132878 633 588 482 457 146 74 132844 45 132810 132775 44229 88546 311 286 72 internal_count=134146 544 516 133602 724 674 653 50 132878 633 588 482 457 146 74 132844 45 132810 132775 44229 88546 311 286 72 cat_boundaries=0 1 2 cat_threshold=3330 2185 is_linear=0 shrinkage=0.01 Tree=175 num_leaves=32 num_cat=11 split_feature=3 25 1 24 8 1 1 19 12 6 24 25 0 0 0 23 25 1 14 25 24 7 7 8 6 0 25 25 24 25 1 split_gain=566661 183637 142377 279068 409827 183305 88795 81838.8 115422 80777.7 77268.1 91205.8 114216 86756 72889.2 57540.9 53564.4 50558 158349 104053 66665.8 39065.7 159623 63011.9 34323.8 29956.9 109424 34518.9 21565.9 18950.4 6248.34 threshold=1048.2900000000002 0 54.310000000000009 1 5.6142500000000011 172.67400000000001 276.29750000000007 67.122500000000016 50.111000000000004 783.48000000000013 2 3 430.17000000000002 18.767000000000007 362.49400000000003 242.15000000000003 4 36.902000000000008 155.26390000000001 5 6 58.528500000000001 60.492500000000007 296.0025 89.850000000000009 26.564000000000004 7 8 9 10 87.418000000000021 decision_type=2 9 2 1 2 2 2 2 2 2 1 9 2 2 2 2 9 2 2 9 1 2 2 2 2 2 9 9 1 9 2 left_child=1 2 9 4 5 30 -7 8 14 10 16 12 -12 -13 -5 17 28 21 19 20 -19 25 -23 -24 -18 27 -27 -3 -1 -21 -4 right_child=-2 15 3 7 -6 6 -8 -9 -10 -11 11 13 -14 -15 -16 -17 24 18 -20 29 -22 22 23 -25 -26 26 -28 -29 -30 -31 -32 leaf_value=0.19425866097855055 1.2911109593335319 0.0094979354245085801 0.057736651897430422 0.058426680233185042 1.7795514706770579 1.242403602145967 0.4460052646767525 0.70131990814208989 -0.5761584237643651 0.64513139497666128 0.025472962127518053 0.13506108800449021 0.53632965657521381 -0.22383176783440817 0.62056232213974005 0.53209907722473149 -0.024757741225545145 0.026131304819669042 0.7397654801607132 0.0049811406036218012 0.17292375141911837 0.89781650350852449 0.025312749129568594 0.54366113573312758 0.1481784819142293 0.10772137066774828 -0.021417690406682302 -0.0085245311563094447 0.046453316178586751 -0.077381030676954968 -0.16501690906636857 leaf_weight=129 34 11873 20 593 24 21 42 20 28 21 8204 1312 44 71 24 20 4191 690 32 530 571 22 1027 24 118 1032 1768 100814 422 588 34 leaf_count=129 34 11873 20 593 24 21 42 20 28 21 8204 1312 44 71 24 20 4191 690 32 530 571 22 1027 24 118 1032 1768 100814 422 588 34 internal_value=0 -4.03623e-05 0.0325379 0.161924 0.550173 0.345016 0.711471 0.0702733 0.0517955 0.0253742 0.024476 0.0408554 0.028164 0.115799 0.0802926 -0.00423661 -0.00805028 -0.00432713 0.0409992 0.0316001 0.0934387 -0.00526469 0.0547959 0.0371494 -0.0199756 -0.00582272 0.0264875 -0.00662555 0.0839034 -0.0386383 -0.0825156 internal_weight=0 134309 15318 806 141 117 63 665 645 14512 14491 9631 8248 1383 617 118991 4860 118971 2411 2379 1261 116560 1073 1051 4309 115487 2800 112687 551 1118 54 internal_count=134343 134309 15318 806 141 117 63 665 645 14512 14491 9631 8248 1383 617 118991 4860 118971 2411 2379 1261 116560 1073 1051 4309 115487 2800 112687 551 1118 54 cat_boundaries=0 6 7 8 14 20 26 27 33 39 40 46 cat_threshold=34897920 258 282708 701333504 172610 18882593 7 650 33587200 256 278592 537657344 32834 18874369 0 256 4 134742016 8194 2097152 809518596 537924736 138413312 131108 16777217 2048 2992 832570368 1052672 541066240 2147614724 262145 268437504 2147500160 3278929 1107438337 2416971904 37771264 542113808 512 27852800 32 538968064 8192 65792 301989888 is_linear=0 shrinkage=0.01 Tree=176 num_leaves=17 num_cat=3 split_feature=3 25 2 3 8 6 24 23 17 7 2 24 2 1 6 2 split_gain=555384 180359 375093 129355 97267 139381 96741 56408.3 59919.5 50699.7 248683 62925.8 54893.1 39705.5 30347.4 29491.9 threshold=1048.2900000000002 0 1048.2900000000002 782.62500000000011 574.83500000000015 401.66700000000003 1 242.15000000000003 524.22500000000014 188.93193000000005 185.76000000000002 2 783.48000000000013 36.902000000000008 483.07500000000005 12.987 decision_type=2 9 2 2 2 2 1 2 2 2 2 1 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 9 12 11 -11 13 -3 -7 -6 right_child=-2 7 -4 -5 15 14 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 leaf_value=-0.0015881000961208212 1.278199852775125 -0.0055259952340769329 1.2319644805101249 0.76344511349995925 -0.21606314636412122 0.72036075553894041 0.049139155035870637 0.52677807235717777 0.4952715822060903 0.21210002723106972 1.0011491903765448 -0.062450948339271346 -0.43251556968688964 0.036123985021732093 0.30949886254966258 -0.68262311458587643 leaf_weight=6446 34 115852 26 24 42 25 9026 20 24 120 29 226 30 2335 64 20 leaf_count=6446 34 115852 26 24 42 25 9026 20 24 120 29 226 30 2335 64 20 internal_value=0 -3.96202e-05 0.0318314 0.0298576 0.0287306 0.0303056 0.0280357 -0.00425243 -0.00434232 -0.00444343 0.111648 0.0370942 -0.00481169 -0.00470312 0.42491 -0.366566 internal_weight=0 134309 15673 15647 15623 15561 15472 118636 118616 118592 375 346 118217 118187 89 62 internal_count=134343 134309 15673 15647 15623 15561 15472 118636 118616 118592 375 346 118217 118187 89 62 cat_boundaries=0 6 7 8 cat_threshold=34914304 258 282708 701333504 172608 18882593 666 1348 is_linear=0 shrinkage=0.01 Tree=177 num_leaves=23 num_cat=4 split_feature=5 9 1 17 5 2 25 9 18 24 25 6 7 0 24 4 22 5 23 1 15 0 split_gain=233131 464022 429660 300459 284085 224695 155960 151499 102750 95287.8 173116 105014 92979.9 88081.2 79666.9 208501 68246.8 62303.1 57639.3 53337 120947 51300.7 threshold=172.35100000000003 323.97600000000006 166.69750000000002 36.982000000000006 366.02500000000003 1048.2900000000002 0 108.44300000000003 342.98550000000006 1 2 545.08500000000015 549.10000000000002 271.85500000000002 3 34.571000000000005 231.57000000000002 293.27220000000005 232.65000000000001 19.627500000000001 137.31750000000005 25.333500000000004 decision_type=2 2 2 2 2 2 9 2 2 1 9 2 2 2 1 2 2 2 2 2 2 2 left_child=5 2 3 7 -4 6 8 14 9 10 -1 12 -11 -12 15 -2 18 -16 19 21 -21 -8 right_child=1 -3 4 -5 -6 -7 16 -9 -10 11 13 -13 -14 -15 17 -17 -18 -19 -20 20 -22 -23 leaf_value=0.39908320395151775 0.033804576755851828 1.6795684175491334 0.43734105461522155 1.1163579060481146 1.8866088049752372 0.74867818450927726 -0.0060568292291717438 0.713340397755305 0.68345929050445564 0.014728715468040655 0.060513178309162814 0.66715448608398431 0.60298806790952331 0.5412827807206374 0.033961432786948784 1.1592831306457521 0.44440378385431628 -0.1911172570965507 0.53311564016342161 0.026457936694058794 0.66364040883382158 0.034384341706330458 leaf_weight=170 93 20 38 26 21 40 118514 30 25 5538 1665 25 27 39 263 20 34 231 20 4252 30 3222 leaf_count=170 93 20 38 26 21 40 118514 30 25 5538 1665 25 27 39 263 20 34 231 20 4252 30 3222 internal_value=0 0.177046 0.135425 0.0626528 0.953182 -0.000700534 -0.000924965 0.0196444 0.0433809 0.0412951 0.102813 0.0204513 0.0175828 0.0710995 -0.0146404 0.214061 -0.00356 -0.0698735 -0.00368113 -0.00376632 0.0309221 -0.00498647 internal_weight=0 742 722 663 59 133601 133561 637 7489 7464 1874 5590 5565 1704 607 113 126072 494 126038 126018 4282 121736 internal_count=134343 742 722 663 59 133601 133561 637 7489 7464 1874 5590 5565 1704 607 113 126072 494 126038 126018 4282 121736 cat_boundaries=0 6 7 11 12 cat_threshold=1343488 2 266260 701071488 172610 2105377 1312 0 0 4 20971520 576 is_linear=0 shrinkage=0.01 Tree=178 num_leaves=31 num_cat=4 split_feature=3 25 2 24 3 3 17 2 25 2 6 6 9 25 0 0 3 6 7 26 2 23 7 0 7 6 0 3 3 3 split_gain=543055 173965 139140 133252 329602 176282 85334.2 81710.1 239409 280492 72450.9 675387 299462 112651 72998.8 66603.1 60268.3 105393 251926 67204.6 57386.1 57294.4 54797.3 51565.4 41345.4 36660.5 24586.5 15724.8 9145.03 1400.38 threshold=1048.2900000000002 0 1048.2900000000002 1 293.03820000000002 650.90000000000009 524.22500000000014 91.078750000000014 2 272.73498000000006 5.0180000000000007 12.567000000000002 77.265900000000016 3 18.767000000000007 362.49400000000003 121.80050000000001 43.82500000000001 65.904000000000011 2022.5000000000002 255.16525000000004 232.65000000000001 650.90000000000009 155.86500000000004 50.710799999999992 367.00000000000006 155.86500000000004 483.18750000000006 442.27000000000004 212.70000000000005 decision_type=2 9 2 1 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 16 10 28 7 21 9 -9 13 -12 -13 15 -15 -5 17 19 25 23 -10 22 -3 -1 27 -19 -21 29 -6 -18 right_child=-2 2 -4 4 5 -7 -8 8 20 -11 11 12 -14 14 -16 -17 24 18 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.029727853078495042 1.2639304351806642 -0.0039270706210473164 0.79255721699107784 0.025406760886836927 1.2282421228620741 -0.010924106121063233 0.4981330052544089 0.13039808780257986 0.031914037375103142 0.74554675993895292 1.9998460056781771 -0.016368102583870944 1.025415609575087 0.19041360335824375 -0.2284673081744801 0.44703398378271808 -0.2805609655380249 0.0027532342532101801 1.3179568452835082 -0.052483477968114957 -0.15170518793936436 0.53147179555892943 0.34128008863200315 0.38989527190603862 -0.65232145833969113 0.47860235500335691 -0.27891801114082337 0.076884296666020924 0.95000072706313365 -0.17922265787124633 leaf_weight=1305 34 126250 22 2666 27 20 34 295 639 99 20 251 31 764 44 38 30 85 20 1171 232 20 46 41 20 20 50 23 21 25 leaf_count=1305 34 126250 22 2666 27 20 34 295 639 99 20 251 31 764 44 38 30 85 20 1171 232 20 46 41 20 20 50 23 21 25 internal_value=0 -4.1216e-05 -0.00264493 0.049698 0.0875426 0.777854 -0.00278223 -0.00291572 0.0770546 0.277912 0.0754645 0.224094 0.0981542 0.0626837 0.165554 0.0312165 -0.00308349 0.00577329 0.289322 -0.00803409 -0.016802 -0.00371659 -0.00380134 0.0406988 -0.246689 0.0933912 -0.061756 -0.14268 1.10651 -0.234498 internal_weight=0 134309 127637 6672 3882 68 127615 127581 1265 394 3814 302 282 3512 808 2704 2790 2692 125 2567 871 126316 126296 1346 98 105 1221 78 48 55 internal_count=134343 134309 127637 6672 3882 68 127615 127581 1265 394 3814 302 282 3512 808 2704 2790 2692 125 2567 871 126316 126296 1346 98 105 1221 78 48 55 cat_boundaries=0 6 7 12 18 cat_threshold=1343488 2 4100 163676160 139840 2105377 666 17920 1052928 1088 0 16385 294912 0 4096 0 64 2097185 is_linear=0 shrinkage=0.01 Tree=179 num_leaves=20 num_cat=4 split_feature=3 25 2 5 8 3 5 3 24 0 25 17 23 2 7 25 0 7 0 split_gain=532248 171307 361831 168252 114525 150340 124101 103505 69699.8 96298 82851.5 54807.5 56263.2 50902.9 197478 119703 43775.5 46956.7 7281.82 threshold=1048.2900000000002 0 1048.2900000000002 366.02500000000003 1.6655000000000004 8.3632500000000025 483.07500000000005 782.62500000000011 1 539.75000000000011 2 524.22500000000014 232.65000000000001 91.078750000000014 225.07500000000002 3 539.75000000000011 650.90000000000009 782.62500000000011 decision_type=2 9 2 2 2 2 2 2 1 2 9 2 2 2 2 9 2 2 2 left_child=1 2 3 7 5 6 -5 8 9 -1 -10 12 13 16 15 -15 17 -3 -18 right_child=-2 11 -4 4 -6 -7 -8 -9 10 -11 -12 -13 -14 14 -16 -17 18 -19 -20 leaf_value=-0.0013254344411422797 1.251291103924022 -0.0051416138848821959 1.2101291462091299 0.94001225512960684 -0.22756330241327699 1.2627233801199043 0.049598395483834407 0.72808346248808364 0.029064948286770812 -0.55164241850376128 0.11158862051202074 0.47373269041379296 0.52615711355209349 0.16548529098453543 0.90958087638572405 -0.05273728391579513 0.15934662061579088 0.3611940441131592 0.37504746996123217 leaf_weight=5022 34 117816 26 23 23 23 49 21 8688 32 1411 24 20 436 27 570 34 35 29 leaf_count=5022 34 117816 26 23 23 23 49 21 8688 32 1411 24 20 436 27 570 34 35 29 internal_value=0 -4.0804e-05 0.0314247 0.0294412 0.405587 0.558876 0.334036 0.0265161 0.0255438 -0.00480033 0.0406939 -0.00409373 -0.00419047 -0.00427964 0.0656123 0.042961 -0.00489194 -0.00503282 0.258637 internal_weight=0 134309 15318 15292 118 95 72 15174 15153 5054 10099 118991 118967 118947 1033 1006 117914 117851 63 internal_count=134343 134309 15318 15292 118 95 72 15174 15153 5054 10099 118991 118967 118947 1033 1006 117914 117851 63 cat_boundaries=0 6 7 13 18 cat_threshold=34897920 258 282708 701333504 172610 18882593 650 33849344 256 278592 537657344 32834 18874369 268453376 1048608 3073 0 16793601 is_linear=0 shrinkage=0.01 Tree=180 num_leaves=19 num_cat=2 split_feature=25 3 18 11 0 2 15 4 13 8 23 0 24 12 11 13 8 2 split_gain=294050 694295 212948 158805 158054 133684 78985.5 72791.7 65693.5 57486.3 56267.9 56072.4 106271 50626.3 50230.1 35833 40886.8 1655.18 threshold=0 782.62500000000011 342.98550000000006 493.04250000000008 638.18750000000011 783.48000000000013 10.042500000000002 779.31175000000019 779.68675000000019 574.83500000000015 248.55000000000004 25.333500000000004 1 267.94550000000004 650.90000000000009 152.09975000000003 66.768250000000009 1048.2900000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 4 5 6 8 7 9 10 -1 11 13 -13 -2 -5 16 -8 -7 right_child=3 -3 -4 14 -6 17 15 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 leaf_value=0.061976632980504334 -0.0058380223832146571 1.7281305603027344 1.0406575705788352 0.80799522059304385 0.60967951325809255 0.44647377674396227 -0.12798049641546802 -0.5163061930916526 0.54215620431033051 -0.39215893813541963 0.52603260671906171 0.12662015079378372 0.0039327131484174892 0.17215777176618577 0.24980397688715084 -0.51684272902352468 0.32473919304934412 0.5593105184114896 leaf_weight=6176 123297 25 22 28 51 26 214 22 22 28 20 913 3019 160 38 21 22 26 leaf_count=6176 123297 25 22 28 51 26 214 22 22 28 20 913 3019 160 38 21 22 26 internal_value=0 0.0647129 0.0584685 -0.00378466 0.0551614 -0.00403885 0.0507992 0.0578909 -0.00424571 0.059927 -0.00434006 -0.00442332 0.0327524 -0.00560734 0.486612 -0.121001 -0.0857778 0.502892 internal_weight=0 6581 6556 127549 6534 127483 6483 6226 127431 6204 127409 127389 3932 123457 66 257 236 52 internal_count=134130 6581 6556 127549 6534 127483 6483 6226 127431 6204 127409 127389 3932 123457 66 257 236 52 cat_boundaries=0 6 7 cat_threshold=2147516416 393216 4 272728192 167780352 8224 1042 is_linear=0 shrinkage=0.01 Tree=181 num_leaves=19 num_cat=1 split_feature=25 3 18 11 0 2 17 15 5 5 9 4 23 6 11 13 8 2 split_gain=288198 680479 208710 155645 154908 131023 107191 77413.7 80590 170121 71783 66452.8 55181.7 53633.3 49230.5 35120 40073.2 1622.24 threshold=0 782.62500000000011 342.98550000000006 493.04250000000008 638.18750000000011 783.48000000000013 524.22500000000014 10.042500000000002 366.02500000000003 483.07500000000005 797.90800000000002 779.31175000000019 248.55000000000004 783.48000000000013 650.90000000000009 152.09975000000003 66.768250000000009 1048.2900000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 7 6 10 8 11 -10 12 -1 13 -2 -5 16 -9 -7 right_child=3 -3 -4 14 -6 17 -8 15 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=0.055480784289502448 -0.0046551599823395143 1.7108493530273439 1.0302510016614741 0.79991527063505985 0.60358270252452184 0.44200904204295233 0.61445808035986771 -0.1267006906504943 1.12293016390367 0.049932248433430991 0.47680712299962197 -0.50801223845708943 0.5207722835838795 0.35708391567555869 0.24730593543303642 -0.51167429560706734 0.32149180564013391 0.55371740928063029 leaf_weight=6138 127311 25 22 28 51 26 28 214 22 45 31 21 20 41 38 21 22 26 leaf_count=6138 127311 25 22 28 51 26 28 214 22 45 31 21 20 41 38 21 22 26 internal_value=0 0.0640658 0.0578838 -0.00374671 0.0546098 -0.00399836 -0.00420315 0.0502912 0.057312 0.40226 -0.00433911 0.0535595 -0.00445622 -0.0045387 0.481746 -0.119791 -0.08492 0.497863 internal_weight=0 6581 6556 127549 6534 127483 127431 6483 6226 67 127403 6159 127372 127352 66 257 236 52 internal_count=134130 6581 6556 127549 6534 127483 127431 6483 6226 67 127403 6159 127372 127352 66 257 236 52 cat_boundaries=0 6 cat_threshold=2147516416 393216 4 272728192 167780352 8224 is_linear=0 shrinkage=0.01 Tree=182 num_leaves=18 num_cat=3 split_feature=25 3 11 8 4 2 17 6 15 24 23 11 13 25 2 6 2 split_gain=282463 666937 152548 129816 144268 128416 105058 71787.9 69490 55304.2 54059.4 48250.8 45647 48313.9 30663.3 24141 1589.96 threshold=0 782.62500000000011 493.04250000000008 574.83500000000015 779.31175000000019 783.48000000000013 524.22500000000014 442.89500000000004 10.042500000000002 1 248.55000000000004 650.90000000000009 779.68675000000019 2 139.99850000000004 545.08500000000015 1048.2900000000002 decision_type=9 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 left_child=1 3 5 4 7 6 10 8 9 -1 12 -4 13 -2 -10 -9 -7 right_child=2 -3 11 -5 -6 16 -8 15 14 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.10397987333105752 -0.13590813587216066 1.6937407730102538 0.79191611639090953 -0.52548321021230604 0.81889759674072271 0.43758895525565517 0.60831350701195852 0.65338057061900257 -0.074528115020509364 0.03993522924254872 0.51556458795070648 0.24483287246603716 0.46181026413327175 -0.0041649602334458101 -0.46545989426699552 0.24489436216843433 0.54818023681640626 leaf_weight=2023 269 25 28 38 25 26 28 23 228 4158 20 38 21 127093 22 39 26 leaf_count=2023 269 25 28 38 25 26 28 23 228 4158 20 38 21 127093 22 39 26 internal_value=0 0.0634251 -0.00370925 0.057305 0.0607026 -0.00395837 -0.00416112 0.0577833 0.0545185 0.0611294 -0.00429572 0.476929 -0.00437734 -0.00445421 -0.10893 0.39643 0.492885 internal_weight=0 6581 127549 6556 6518 127483 127431 6493 6431 6181 127403 66 127383 127362 250 62 52 internal_count=134130 6581 127549 6556 6518 127483 127431 6493 6431 6181 127403 66 127383 127362 250 62 52 cat_boundaries=0 6 7 12 cat_threshold=2147516416 393216 4 272728192 167780352 8224 816 0 2 0 1090519040 131648 is_linear=0 shrinkage=0.01 Tree=183 num_leaves=19 num_cat=2 split_feature=9 25 3 18 0 6 17 15 5 0 9 8 25 3 1 23 6 3 split_gain=278248 280073 653497 204510 151461 130186 100867 86146.9 93489 72780.9 124531 384383 124653 81513.2 55546.7 54865.1 54231 9601 threshold=1037.4750000000001 0 782.62500000000011 342.98550000000006 638.18750000000011 650.90000000000009 524.22500000000014 10.042500000000002 366.02500000000003 65.08550000000001 158.04750000000004 78.765000000000015 1 544.35000000000002 102.46769250000001 232.65000000000001 1043.5418000000002 782.62500000000011 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 7 6 9 8 -1 13 12 -12 -11 15 -9 -3 -7 -15 right_child=-2 5 -4 -5 -6 16 -8 14 -10 10 11 -13 -14 17 -16 -17 -18 -19 leaf_value=0.052772709731160869 1.0544794891357423 -0.005063022520152869 1.6768033279418944 1.0194698973135514 0.59651949508517399 0.66550153319428607 0.57566839949289961 -0.087864909508289429 0.43114943128643618 0.11961332097186668 1.4361217482884727 -0.44097991704940798 -0.043854908036331727 -0.20486650607165169 -0.63692903399467471 0.51873942524194716 0.050054401917891067 -0.42973561996637388 leaf_weight=6155 25 125435 25 22 51 41 30 234 66 1004 24 20 859 34 20 20 22 43 leaf_count=6155 25 125435 25 22 51 41 30 234 66 1004 24 20 859 34 20 20 22 43 internal_value=0 -0.000603434 0.0630023 0.056937 0.0536922 -0.00388631 -0.00411123 0.0494167 0.056787 -0.00424771 0.0570662 0.582894 0.0446473 -0.00517915 -0.131098 -0.00497952 0.450583 -0.330443 internal_weight=0 134105 6573 6548 6526 127532 127469 6475 6221 127439 1907 44 1863 125532 254 125455 63 77 internal_count=134130 134105 6573 6548 6526 127532 127469 6475 6221 127439 1907 44 1863 125532 254 125455 63 77 cat_boundaries=0 6 12 cat_threshold=2147516416 393216 4 272728192 167780352 8224 809502208 1053728 541082624 2147483648 16777219 268435456 is_linear=0 shrinkage=0.01 Tree=184 num_leaves=18 num_cat=2 split_feature=9 25 3 5 1 6 2 8 24 4 3 4 6 23 0 26 3 split_gain=272711 274452 775358 176077 141444 116930 94862.2 76714.6 74910.8 170581 69504.4 63017.2 54150.4 51994.1 52772 47591.8 1856.34 threshold=1037.4750000000001 0 782.62500000000011 366.02500000000003 15.577650000000002 650.90000000000009 1048.2900000000002 574.83500000000015 1 543.53000000000009 782.62500000000011 274.90450000000004 1043.5418000000002 248.55000000000004 16.248875000000002 2022.5000000000002 1048.2900000000002 decision_type=2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 2 3 7 15 6 10 8 9 -1 13 -10 -7 14 -3 -5 -12 right_child=-2 5 -4 4 -6 12 -8 -9 11 -11 16 -13 -14 -15 -16 -17 -18 leaf_value=0.080387149881897491 1.0439346771240234 -0.0054701376481298301 1.8951491351749588 0.62433734218279524 1.250465301513672 0.63376317455655051 0.61186093750000003 -0.42361419846029841 0.023992896960099441 0.89365864368585435 -0.31792562842369082 -0.33736329876646709 0.030135828930398692 0.50578413224220276 0.026768290881996466 0.049447511567009821 -0.44105204620361327 leaf_weight=3200 25 122040 23 24 20 42 25 34 3196 26 24 49 23 20 5298 36 25 leaf_count=3200 25 122040 23 24 20 42 25 34 3196 26 24 49 23 20 5298 36 25 internal_value=0 -0.000597344 0.0621915 0.0558838 0.522169 -0.00385618 -0.00407277 0.0501494 0.0526386 0.0866731 -0.00419363 0.0184794 0.420172 -0.00404876 -0.00412883 0.279403 -0.380745 internal_weight=0 134105 6608 6585 80 127497 127432 6505 6471 3226 127407 3245 65 127358 127338 60 49 internal_count=134130 134105 6608 6585 80 127497 127432 6505 6471 3226 127407 3245 65 127358 127338 60 49 cat_boundaries=0 6 7 cat_threshold=2147516416 67502080 0 272728192 167780352 8224 3380 is_linear=0 shrinkage=0.01 Tree=185 num_leaves=36 num_cat=6 split_feature=25 0 4 2 5 7 9 3 10 4 4 24 1 25 13 7 7 2 4 24 17 26 0 25 26 0 12 0 0 24 13 26 7 26 26 split_gain=222566 244647 989696 187418 164710 114650 185919 108204 67251.1 66418.5 62596 98659.9 185903 81185.4 70616.2 70658.1 68664 88033.2 58195 55325.7 49595.4 38125.3 31506.9 27192.3 19815.7 11774 11507.9 23349.4 16465.5 9503.66 7925.37 7307.4 6402.98 2033.16 655.667 threshold=0 430.17000000000002 200.46000000000004 783.48000000000013 52.246250000000011 442.89500000000004 9.3037500000000026 782.62500000000011 638.18750000000011 779.31175000000019 72.686250000000015 1 67.122500000000016 2 382.71220000000005 650.90000000000009 12.987 12.359700000000002 482.64500000000004 3 25.375500000000006 2022.5000000000002 782.62500000000011 4 2022.5000000000002 638.18750000000011 129.06650000000002 192.77500000000003 114.27500000000002 5 557.40000000000009 2022.5000000000002 650.90000000000009 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 1 2 9 2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 left_child=1 3 4 5 21 8 32 10 9 20 13 12 16 19 15 23 18 -18 -12 34 -1 22 -3 -15 -14 -23 27 28 -13 31 -16 -21 -7 -31 -2 right_child=7 2 -4 -5 -6 6 -8 -9 -10 -11 11 26 24 14 30 -17 17 -19 -20 29 -22 25 -24 -25 -26 -27 -28 -29 -30 33 -32 -33 -34 -35 -36 leaf_value=0.024159302441020488 0.080265009547724878 0.27015146213107638 2.506153373718262 0.72273832370073365 0.93293950404439663 0.23948683092671058 1.238097800254822 -0.60580180581410725 0.4414827873156621 -0.40332676225238373 0.034276365009555478 -0.029824198475297617 0.9420617384176988 0.0042289865973886486 0.26555326879024505 0.53709817767143253 0.13128764269026844 0.97208090996742247 0.49863879187353727 -0.019277169629931451 0.14972923726679008 -0.44070830638706682 -0.18482335049173107 -0.0079412981569601578 0.5435898729165396 -0.11218452493349711 0.21193269580602647 -0.3440710034577743 0.26290101116895676 -0.19854358861144161 0.51931230068206791 -0.16613415122032166 0.040773353576660155 -0.25151112836760442 0.035519581061143141 leaf_weight=15620 66 45 20 39 21 31 20 30 39 36 389 490 26 22840 32 24 33 20 29 64 321 20 23 93502 24 24 20 23 20 142 20 72 34 148 65 leaf_count=15620 66 45 20 39 21 31 20 30 39 36 389 490 26 22840 32 24 33 20 29 64 321 20 23 93502 24 24 20 23 20 142 20 72 34 148 65 internal_value=0 0.0341043 0.432118 0.0303525 0.120233 0.0286753 0.394969 -0.00531212 0.0267314 0.0257189 -0.00515997 0.0708353 0.167811 -0.00585771 -0.00527536 -0.00544045 0.109486 0.448568 0.0664929 -0.125231 0.0266879 -0.0321492 0.116263 -0.00555237 0.750795 -0.261514 -0.0231453 -0.0324005 -0.0183448 -0.180303 0.363153 -0.0903794 0.135544 -0.218056 0.0539451 internal_weight=0 16293 153 16140 133 16101 85 118079 16016 15977 118049 1074 521 116975 116418 116366 471 53 418 557 15941 112 68 116342 50 44 553 533 510 426 52 136 65 290 131 internal_count=134372 16293 153 16140 133 16101 85 118079 16016 15977 118049 1074 521 116975 116418 116366 471 53 418 557 15941 112 68 116342 50 44 553 533 510 426 52 136 65 290 131 cat_boundaries=0 6 7 12 13 19 20 cat_threshold=2182119424 131075 24644 416383104 167940163 2170881 1857 0 262144 135168 16777216 8704 2688 536887428 607126864 1241777552 537792512 16777216 20987904 82 is_linear=0 shrinkage=0.01 Tree=186 num_leaves=47 num_cat=8 split_feature=25 0 4 5 7 3 0 3 9 1 1 5 3 19 4 24 1 25 13 7 7 0 9 17 24 4 26 7 3 0 25 26 26 0 0 25 10 25 26 24 13 4 1 0 4 26 split_gain=218137 239778 970002 161432 133907 453524 304409 106050 72100.1 64706.9 70924.4 188620 269497 99045.7 61350.3 96696.6 182204 79569.8 69210.9 69252 67462.3 58303.1 245821 65696 54224.8 53533.8 37366.6 33273.7 31216.3 30879.9 26671.2 19421.4 13683.8 12734.8 11539.6 11438.7 25756.6 9343.97 10643.9 8775.55 7767.66 6372.46 5856.64 3383.25 1286.31 642.619 threshold=0 430.17000000000002 200.46000000000004 52.246250000000011 195.61750000000004 199.86000000000004 24.245000000000005 782.62500000000011 55.104960000000013 317.92500000000007 46.726464000000014 80.262500000000017 15.582750000000003 29.100525000000001 72.686250000000015 1 67.122500000000016 2 382.71220000000005 650.90000000000009 72.54825000000001 7.2255000000000011 140.83674000000002 120.51306000000001 3 482.64500000000004 2022.5000000000002 234.29475000000005 86.458750000000023 782.62500000000011 4 2022.5000000000002 2022.5000000000002 43.772500000000008 638.18750000000011 5 73.217700000000022 6 2022.5000000000002 7 557.40000000000009 317.92500000000007 650.90000000000009 45.662525000000009 100.974 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 9 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 9 2 9 2 1 2 2 2 2 2 2 left_child=1 4 3 26 9 6 8 14 27 10 21 13 -13 -12 17 16 20 24 19 30 25 23 -23 -1 45 -16 29 -6 32 -3 -19 -18 33 -11 -28 41 39 38 -26 -37 -20 44 -34 -39 -17 -2 right_child=7 2 -4 -5 5 -7 -8 -9 -10 28 11 12 -14 -15 15 35 31 18 40 -21 -22 22 -24 -25 37 -27 34 -29 -30 -31 -32 -33 42 -35 -36 36 -38 43 -40 -41 -42 -43 -44 -45 -46 -47 leaf_value=0.015851369712921958 0.07946236176924272 0.2674499452379015 2.4810918006896974 0.92361010426566714 0.17995551571249963 1.6633271544320243 1.1540839650080754 -0.59974378077189128 0.58113790464401249 0.041720751594094663 0.056341081045908868 1.2561686622735226 -0.21493381690979005 0.73926983226429333 0.049208874168405352 -0.016341840352701104 0.93264113572927632 0.0041850590129635084 0.26289772421121599 0.53172718664010366 0.58443096058709276 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1048576 1024 0 16384 536870912 0 0 131072 16777216 512 6 is_linear=0 shrinkage=0.01 Tree=187 num_leaves=37 num_cat=9 split_feature=25 5 2 8 3 3 5 4 4 24 5 25 13 24 17 5 6 7 7 24 7 4 25 2 25 10 5 24 10 13 4 25 4 26 26 26 split_gain=213796 190425 176424 153342 304121 103940 90354 86065.4 60131.7 94769.5 143010 77018.9 65060.9 60287.2 59767.2 275394 107814 57485 55262.2 38851 34525.9 41921 26438.3 20020.4 11503.4 44921.6 11210.4 10862.5 9325.3 5805.5 5783.35 5514.73 5212.43 4008.7 822.517 9.98699 threshold=0 366.02500000000003 783.48000000000013 1.6655000000000004 8.3632500000000025 782.62500000000011 442.27000000000004 648.37500000000011 72.686250000000015 1 150.03545950000003 2 382.71220000000005 3 25.375500000000006 125.2 5.0180000000000007 650.90000000000009 650.90000000000009 4 12.987 482.64500000000004 5 12.359700000000002 6 73.217700000000022 650.90000000000009 7 9.0862500000000015 557.40000000000009 1048.2900000000002 8 274.90450000000004 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 1 2 9 2 1 2 2 2 2 2 1 2 2 9 2 9 2 2 1 2 2 2 9 2 2 2 2 left_child=1 2 7 4 6 8 -3 14 11 10 20 13 17 35 18 16 -16 22 19 -1 21 -10 -13 -22 28 27 -8 -26 32 -14 -9 34 -11 -33 -15 -2 right_child=5 3 -4 -5 -6 -7 26 30 9 24 -12 12 29 31 15 -17 -18 -19 -20 -21 23 -23 -24 -25 25 -27 -28 -29 -30 -31 -32 33 -34 -35 -36 -37 leaf_value=0.00088156822471804886 0.080772696641775291 0.76980191001892095 0.69345084685087199 -0.31014569942767806 1.4111377797921498 -0.59374634393056236 -0.065015804117376147 0.32328619142857995 0.06998721471796801 -0.027388731427490712 0.8378916347424189 0.0041432267022128762 0.26026875883340839 -0.13083593177795411 0.014424387442578171 1.2685417352403914 0.58345806128100342 0.46476377175404471 0.41026586713017643 0.034379680942319871 0.20947780370286534 0.46356831879451355 -0.0078518306485248646 0.59444917918944906 -0.061221369811914922 0.45220926920572913 0.19015282551447552 0.040291147875247034 -0.30423892086202448 0.47424880845206124 0.52140422074691106 -0.2340884676846591 -0.20290844668512759 -0.34349114740596098 -0.17081688062200004 0.074632648891872821 leaf_weight=5175 52 25 40 26 30 30 33 41 405 64 30 22860 32 100 269 21 38 26 37 10499 35 29 93590 22 256 21 36 167 22 21 23 66 23 68 106 54 leaf_count=5175 52 25 40 26 30 30 33 41 405 64 30 22860 32 100 269 21 38 26 37 10499 35 29 93590 22 256 21 36 167 22 21 23 66 23 68 106 54 internal_value=0 0.0334256 0.0301507 0.388102 0.534509 -0.0052064 0.254734 0.0285031 -0.00505728 0.0694271 0.164472 -0.00574115 -0.00523262 -0.135454 0.0270427 0.160643 0.0848585 -0.00539246 0.0242535 0.0233423 0.126676 0.0962864 -0.00549743 0.358063 -0.022682 0.000755602 0.0681157 -0.0216391 -0.110194 0.345053 0.394485 -0.199993 -0.0737905 -0.269495 -0.144399 0.0709512 internal_weight=0 16293 16143 150 124 118079 94 16103 118049 1074 521 116975 116529 446 16039 328 307 116476 15711 15674 491 434 116450 57 553 444 69 423 109 53 64 340 87 134 206 106 internal_count=134372 16293 16143 150 124 118079 94 16103 118049 1074 521 116975 116529 446 16039 328 307 116476 15711 15674 491 434 116450 57 553 444 69 423 109 53 64 340 87 134 206 106 cat_boundaries=0 6 7 12 13 14 20 26 27 30 cat_threshold=2182119424 131075 24644 416383104 167940163 2170881 1857 0 0 4096 16777216 8192 704 900 536887428 607126864 1241777552 537792512 16777216 20988032 0 1052672 1024 0 0 536870912 2200 0 0 4096 is_linear=0 shrinkage=0.01 Tree=188 num_leaves=38 num_cat=4 split_feature=25 0 4 2 5 7 9 6 5 6 25 4 4 7 13 18 6 0 25 10 13 2 25 9 7 13 7 0 5 7 7 5 2 7 0 0 7 split_gain=209544 234012 948645 179590 157296 109158 179405 72619.1 206379 93188.9 70294.3 67509 56855.3 50019.1 58731.5 48477.4 39686.7 38239.9 90626.8 53045.8 47343.1 26370.7 88555.8 23047.1 17800.9 6930.86 6545.86 6335.39 4850.27 9798.05 4775.13 3954.68 4178.54 2597.78 1781.9 1765.37 9.78247 threshold=0 430.17000000000002 200.46000000000004 783.48000000000013 52.246250000000011 442.89500000000004 9.3037500000000026 442.89500000000004 43.669000000000011 545.08500000000015 1 32.258600000000008 779.31175000000019 260.88220000000007 382.71220000000005 578.38750000000016 27.286500000000004 36.902000000000008 2 143.01775000000001 16.065450000000002 32.273100000000007 3 496.59492500000005 401.66700000000003 557.40000000000009 650.90000000000009 782.62500000000011 35.250000000000007 401.66700000000003 32.440270000000005 28.887157000000002 94.572500000000019 650.90000000000009 95.466000000000022 638.18750000000011 318.53250000000008 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 5 27 7 26 12 9 -9 11 30 15 14 17 -1 28 21 20 -20 -19 23 -23 -12 -18 -16 -7 35 29 36 31 32 34 -31 -2 -3 -15 right_child=10 2 -4 -5 -6 6 -8 8 -10 -11 13 -13 -14 16 25 -17 24 18 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 33 -32 -33 -34 -35 -36 -37 -38 leaf_value=0.025720000654055903 -0.13018717327117918 -0.009769169305052075 2.4529236640930177 0.70719383264199276 0.91121544588179815 0.23544829676228188 1.2134177579879761 0.5746976627906164 1.2041231770515441 -0.18095473943972121 -0.0064476147478742772 0.44801156663894653 -0.39040786916559389 -0.037666189053228924 0.23359294947455911 -0.46691855740547183 0.63791560400099978 0.14081785550849005 -0.0024240923325922524 0.421362574895223 0.63828659361600881 0.1101732401401887 -0.021256982295915199 -0.2595089978641934 0.22617232050214495 0.46465344338189984 0.034529823415419637 -0.13280808591842652 0.21192114809285043 0.094559678236643463 -0.29579468107223511 -0.27581151247024538 -0.27360172796249393 0.23957563695453463 -0.03360148859024048 0.096430223713750429 -0.029475963020324708 leaf_weight=15868 425 49 20 39 21 31 20 24 20 51 112722 20 33 35 34 20 21 440 1911 30 20 816 1348 36 21 21 34 40 23 30 20 20 20 21 20 23 25 leaf_count=15868 425 49 20 39 21 31 20 24 20 51 112722 20 33 35 34 20 21 440 1911 30 20 816 1348 36 21 21 34 40 23 30 20 20 20 21 20 23 25 internal_value=0 0.0330916 0.422359 0.029422 0.117011 0.0277803 0.385191 0.0258835 0.301542 0.060854 -0.00515436 -0.119524 0.0242386 -0.00463346 -0.00488644 0.0250999 0.163822 -0.00503959 0.0344582 0.00410479 0.158991 -0.0058648 0.0287135 -0.00652841 0.432044 0.321816 0.130352 -0.0319028 0.0797526 0.0523663 -0.144368 -0.138123 -0.132201 0.154272 -0.125846 0.0241556 -0.0342536 internal_weight=0 16293 153 16140 133 16101 85 16016 95 75 118079 525 15921 117554 117378 15888 176 117323 2401 1941 460 114922 2164 112758 42 55 65 112 134 111 505 485 465 51 445 72 60 internal_count=134372 16293 153 16140 133 16101 85 16016 95 75 118079 525 15921 117554 117378 15888 176 117323 2401 1941 460 114922 2164 112758 42 55 65 112 134 111 505 485 465 51 445 72 60 cat_boundaries=0 6 11 15 21 cat_threshold=2182119424 131075 24644 416383104 167940163 2170881 0 0 4096 16777216 8704 536870912 512 675283968 131072 9728 1050912 536871936 32 16793600 536870912 is_linear=0 shrinkage=0.01 Tree=189 num_leaves=31 num_cat=0 split_feature=0 4 2 7 5 12 1 17 3 4 1 1 2 7 11 3 21 5 4 2 2 11 17 2 1 4 4 1 5 3 split_gain=172206 352765 346723 230219 91625.1 327062 332066 117241 66622.3 62774.9 74978.7 112569 70310.2 49355 50894.6 49192.5 45746.9 43415.8 40933.1 57992.4 33523.7 79225.4 33522.5 28007.5 27228.6 19198.8 13587.4 12093.6 5826.71 5418.16 threshold=33.677000000000014 400.30000000000007 543.20000000000016 483.07500000000005 172.35100000000003 108.99250000000002 172.67400000000001 36.982000000000006 400.30000000000007 90.595050000000001 12.813018000000001 26.014500000000009 1048.2900000000002 110.26392000000003 104.05000000000001 400.30000000000007 119.17250000000001 401.66700000000003 155.68575000000004 43.772500000000008 63.564000000000007 71.071000000000012 524.22500000000014 118.99000000000002 233.61825000000005 166.11250000000004 52.107000000000006 3.2775000000000007 401.66700000000003 782.62500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 15 8 6 7 18 9 12 13 -12 20 14 -11 16 17 -2 19 -6 22 -22 -1 26 -13 -15 27 29 -20 -10 right_child=1 -3 -4 -5 5 -7 -8 -9 23 10 11 24 -14 25 -16 -17 -18 -19 28 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0039876908426686496 0.039731632357788725 1.0511979340182409 1.1272906610171001 1.0241470249493916 -0.0073483125191506505 1.3755740876197815 1.0850922036940052 0.73947362162850128 -0.10458927881426927 0.012779323929510178 0.88818818192481996 0.23215711535158612 -0.56868833780288697 0.59475077915191654 0.5225766413211822 -0.32629276192850543 0.51057263851165768 0.47558337418929392 -0.19026203961207949 0.40873041431109108 0.031121444240240503 0.49919830265882853 0.27857522533053447 -0.49580519474469698 -0.11399856925010682 0.1752401711543401 -0.38626663804054262 0.09676196694374084 -0.41213058829307558 -0.25175575375556947 leaf_weight=126907 3611 36 30 24 482 20 31 22 82 939 25 105 22 20 20 36 21 23 29 36 1593 37 42 26 29 24 20 24 20 36 leaf_count=126907 3611 36 30 24 482 20 31 22 82 939 25 105 22 20 20 36 21 23 29 36 1593 37 42 26 29 24 20 24 20 36 internal_value=0 0.0660212 0.0565509 0.0479043 -0.0024359 0.116922 0.0763201 0.0232269 -0.00302373 -0.00275119 0.0704194 0.272171 -0.00341234 0.0384368 0.0234112 0.0415564 0.0451796 0.0424902 -0.00456403 0.0215684 -0.00331562 0.0417465 -0.00389421 -0.191136 0.157243 0.365927 -0.142238 -0.107868 -0.280821 -0.149488 internal_weight=0 3781 3745 3715 130591 640 620 589 129951 129763 1162 159 128601 1003 959 3691 3655 3634 567 518 128579 1630 126949 188 134 44 162 142 49 118 internal_count=134372 3781 3745 3715 130591 640 620 589 129951 129763 1162 159 128601 1003 959 3691 3655 3634 567 518 128579 1630 126949 188 134 44 162 142 49 118 is_linear=0 shrinkage=0.01 Tree=190 num_leaves=24 num_cat=4 split_feature=5 3 2 0 25 4 8 5 7 25 5 5 6 6 9 3 11 25 25 0 17 6 3 split_gain=276206 1.67371e+06 279940 176384 165431 203653 107396 123781 92979.6 89225.1 85767.8 194496 75866.4 204968 60060.7 57579.5 51255.5 48140.5 44052.3 95474.5 36242.8 20566.8 14454.4 threshold=172.35100000000003 483.18750000000006 1048.2900000000002 430.17000000000002 0 779.31175000000019 94.790000000000006 254.97775000000004 650.90000000000009 1 336.69250000000005 401.66700000000003 401.66700000000003 650.90000000000009 797.90800000000002 650.90000000000009 88.922000000000011 2 3 430.17000000000002 479.84000000000009 38.097500000000004 186.50375000000003 decision_type=2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 9 9 2 2 2 2 left_child=2 3 4 6 5 8 9 -8 12 10 21 -12 17 -14 15 18 22 -1 20 -20 -6 -2 -11 right_child=1 -3 -4 -5 14 -7 7 -9 -10 16 11 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 leaf_value=0.23575126183338654 -0.0015582834536379034 3.0457531776428222 0.90656988571671882 0.93900076866149906 0.0052825870753565526 0.89284724065235677 0.88871852650361904 0.047351564831203882 0.56053629314198217 -0.082130538206351425 1.3233272961378097 0.19355622082948684 0.93466465559872713 -0.16385262598310199 0.51858994570645423 -0.3334898868596779 0.45040044355392456 0.031016530796225301 -0.0078290956242331108 0.44299764318669099 0.42083726451510473 0.33995920037939437 0.19368818402290344 leaf_weight=107 110 20 34 25 35952 28 34 36 34 380 20 64 33 35 22 53 20 8409 88883 47 21 21 20 leaf_count=107 110 20 34 25 35952 28 34 36 34 380 20 64 33 35 22 53 20 8409 88883 47 21 21 20 internal_value=0 0.19174 -0.00070224 0.113548 -0.000933091 0.0413445 0.0842768 0.456016 0.0386259 0.0432977 0.203653 0.462549 0.0365587 0.369251 -0.00386086 -0.00395315 -0.0426229 0.0339022 -0.00381332 -0.00758998 0.00552364 0.0531888 -0.0683396 internal_weight=0 750 133658 730 133624 8646 705 70 8618 635 215 84 8584 68 124978 124956 420 8516 124903 88930 35973 131 400 internal_count=134408 750 133658 730 133624 8646 705 70 8618 635 215 84 8584 68 124978 124956 420 8516 124903 88930 35973 131 400 cat_boundaries=0 6 9 14 20 cat_threshold=2153021440 67371011 8452 14417920 167944704 2105345 33280 135168 1280 0 262144 0 0 8192 570425856 538968144 134366800 2952954244 20483 591413376 is_linear=0 shrinkage=0.01 Tree=191 num_leaves=30 num_cat=4 split_feature=5 3 1 2 5 25 4 24 8 3 5 7 6 6 3 24 7 25 13 0 0 1 22 4 5 0 26 4 26 split_gain=270709 1.6404e+06 362020 274369 274053 162161 199599 133701 254680 124874 94354.3 91128.2 74355.2 200889 56465.2 48743 47563.1 44247.3 97792.2 69786 56615.5 48206.6 38320.7 24211.1 23564.5 26001.1 22664.6 9839.75 227.863 threshold=172.35100000000003 483.18750000000006 161.54175000000006 1048.2900000000002 366.02500000000003 0 779.31175000000019 1 121.38150000000003 8.0130000000000017 483.07500000000005 650.90000000000009 401.66700000000003 650.90000000000009 650.90000000000009 2 108.06300000000002 3 557.40000000000009 430.17000000000002 638.18750000000011 789.60480000000007 172.67400000000001 109.52500000000002 336.69250000000005 10.031000000000001 2022.5000000000002 80.637750000000025 2022.5000000000002 decision_type=2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 7 5 9 6 11 8 10 -4 23 12 15 -14 17 -1 24 18 21 22 -21 -7 -19 -2 25 -9 -12 -26 -16 right_child=1 -3 4 -5 -6 14 -8 16 -10 -11 26 -13 13 -15 28 -17 -18 19 -20 20 -22 -23 -24 -25 27 -27 -28 -29 -30 leaf_value=-0.0080100903927972488 0.032586780986866029 3.0152955665588377 -0.27343559932708739 0.89750422754708459 1.5895428869459363 0.0056391502942465975 0.88391877957752774 -0.052145412905462853 1.0259539848566055 0.83065022695632207 0.63753459486468089 0.55493093939388505 0.92531797943693217 -0.16221409470694409 -0.30352071475982667 0.047311597084374928 -0.58611915826797489 -0.0075082952873039167 0.68857012720335098 0.59143049553462446 -0.075530007839202884 0.49674223136901857 0.43026433229446415 -0.32966723451018332 -0.14674761627659652 0.32434685707092287 0.26415857379500929 -0.38506483134769254 -0.34629696268023863 leaf_weight=2123 238 20 20 34 27 32301 28 145 32 21 29 34 33 35 20 6393 20 92508 21 35 20 20 20 20 99 21 37 21 33 leaf_count=2123 238 20 20 34 27 32301 28 145 32 21 29 34 33 35 20 6393 20 92508 21 35 20 20 20 20 99 21 37 21 33 internal_value=0 0.189823 0.112413 -0.000695018 0.807244 -0.00092356 0.0409342 0.0410403 0.170096 0.292072 0.0908169 0.0382428 0.0361963 0.365559 -0.00382225 0.0335663 -0.111033 -0.00368411 0.0063843 -0.00720122 0.348899 0.00594304 -0.00741367 0.00450507 -0.0816929 -0.00451687 0.428218 -0.188453 -0.330155 internal_weight=0 750 730 133658 68 133624 8646 662 356 41 324 8618 8584 68 124978 8516 306 124925 32342 92583 55 32321 92528 258 286 166 66 120 53 internal_count=134408 750 730 133658 68 133624 8646 662 356 41 324 8618 8584 68 124978 8516 306 124925 32342 92583 55 32321 92528 258 286 166 66 120 53 cat_boundaries=0 6 7 8 14 cat_threshold=2153021440 67371011 8452 14417920 167944704 2105345 1889 641 570425856 540016720 134366800 2952954244 20483 557858944 is_linear=0 shrinkage=0.01 Tree=192 num_leaves=28 num_cat=4 split_feature=5 3 1 2 5 25 4 24 8 3 5 6 6 9 24 1 9 3 5 25 23 1 8 4 8 5 5 split_gain=265322 1.60776e+06 354816 268909 268599 158924 195640 131041 249612 122389 92476.6 82146.9 505193 345392 85907.3 234743 58784.6 55309.7 46875.6 42347.3 179940 42824.5 39764.4 23729.2 23369.5 12576.6 7459.93 threshold=172.35100000000003 483.18750000000006 161.54175000000006 1048.2900000000002 366.02500000000003 0 779.31175000000019 1 121.38150000000003 8.0130000000000017 483.07500000000005 8.0855000000000015 10.205400000000003 10.905000000000003 2 438.37500000000006 797.90800000000002 650.90000000000009 109.52500000000002 3 13.455000000000002 789.60480000000007 121.38150000000003 109.52500000000002 9.3037500000000026 336.69250000000005 783.48000000000013 decision_type=2 2 2 2 2 9 2 1 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 left_child=3 2 7 5 9 6 11 8 10 -4 23 14 -13 -14 15 -1 17 19 -16 21 -21 -7 24 -2 25 -9 -12 right_child=1 -3 4 -5 -6 16 -8 22 -10 -11 26 12 13 -15 18 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.054330254961862091 0.032260911256826223 2.985142644882202 -0.27070124244689941 0.88852920379708789 1.5736474461025662 0.0051298630860452665 0.87507960489818037 -0.046663646393974349 1.015694468319416 0.82234371457781108 0.50964961338043213 1.6755769427049729 -0.016619601380361594 0.64823952419326658 -0.0071208028682577416 0.84395657097038468 0.51308504364707253 -0.32685343607416689 0.36047953878130229 -0.0076771029824367941 0.85832130521535877 0.41915551834106446 -0.5334672273908343 -0.32637055447697644 0.24704590833187104 -0.18552514133782222 0.29206774253111617 leaf_weight=4071 238 20 20 34 27 35937 28 149 32 21 40 21 463 94 3907 38 22 53 35 88906 24 25 21 20 20 116 26 leaf_count=4071 238 20 20 34 27 35937 28 149 32 21 40 21 463 94 3907 38 22 53 35 88906 24 25 21 20 20 116 26 internal_value=0 0.187925 0.111289 -0.000688038 0.799172 -0.000914295 0.0404954 0.0406299 0.168395 0.289151 0.0899087 0.0378342 0.152987 0.0955828 0.0295671 0.0614831 -0.00378586 -0.00387717 -0.00384721 -0.00374011 -0.00744255 0.00541618 -0.109923 0.00446002 -0.0825715 -0.107448 0.423936 internal_weight=0 750 730 133658 68 133624 8657 662 356 41 324 8629 578 557 8051 4109 124967 124945 3942 124892 88930 35962 306 258 285 265 66 internal_count=134408 750 730 133658 68 133624 8657 662 356 41 324 8629 578 557 8051 4109 124967 124945 3942 124892 88930 35962 306 258 285 265 66 cat_boundaries=0 6 7 8 14 cat_threshold=2153021440 69468163 8452 14417920 33726976 2105345 1889 1086 570425856 536870992 134366800 2952954244 134238211 591413376 is_linear=0 shrinkage=0.01 Tree=193 num_leaves=40 num_cat=10 split_feature=5 3 24 4 25 4 8 5 7 6 6 5 26 0 24 3 3 25 3 4 24 24 5 0 0 0 8 25 4 5 13 25 23 24 8 24 21 7 5 split_gain=260042 1.57576e+06 193715 227034 163705 190687 151336 119452 108124 83839.8 226459 57599 139447 57519.4 251211 387376 82220.1 59309.4 74348.5 51611.1 141250 50349.3 50078.7 49396.9 69432.1 57369.6 49295.6 51036.3 97522.9 44737.1 43763.4 36362 49769.1 35866.2 30485.9 28275.1 24309.1 23096.8 3302.74 threshold=172.35100000000003 483.18750000000006 0 337.69674000000003 1 779.31175000000019 121.38150000000003 336.69250000000005 650.90000000000009 401.66700000000003 650.90000000000009 401.66700000000003 2022.5000000000002 65.08550000000001 2 13.784355000000003 782.62500000000011 3 78.765000000000015 64.756750000000025 4 5 223.76500000000001 172.45500000000001 233.17050000000003 99.006000000000014 167.67033750000004 6 30.573250000000005 192.26595000000003 673.83140000000014 7 15.038000000000002 8 196.52100000000004 9 15.737500000000002 52.203500000000012 293.27220000000005 decision_type=2 2 1 2 9 2 2 2 2 2 2 2 2 2 1 2 2 9 2 2 1 1 2 2 2 2 2 9 2 2 2 9 2 1 2 1 2 2 2 left_child=4 2 6 26 5 8 7 22 9 19 -11 -9 -13 16 15 23 30 18 35 21 -21 -1 29 25 -25 -15 27 28 -4 -2 31 33 -33 -6 36 -16 -19 -29 -24 right_child=1 -3 3 -5 13 -7 -8 11 -10 10 -12 12 -14 14 17 -17 -18 34 -20 20 -22 -23 38 24 -26 -27 -28 37 -30 -31 -32 32 -34 -35 -36 -37 -38 -39 -40 leaf_value=-0.0011587795018033588 -0.021676924427350364 2.9552911014556886 0.0049073453163832759 0.96953030793080963 -0.014358802808673719 0.86632876907076151 0.9696721765398979 0.83163729948156018 0.60244061498080981 1.0311306999524434 -0.16089183021994199 0.8383463664208689 -0.050442606646840166 0.29051323932570383 0.20491879100820662 1.4200952224731447 -0.51116691619157795 -0.027708796660665502 0.61521157503128054 0.4246462344347946 -0.008149169873743551 0.050505676101736119 -0.080474468991160397 0.78823619087537122 0.17246965905453299 -0.11184667958494496 -0.47771930353982106 -0.08880666418146467 0.77768863749504091 0.51188736633820964 0.42276929179827372 -0.0071110985734802699 0.47976264601662044 0.013485716423345806 -0.38179073532422386 0.0073217698615209194 0.32387933897972104 -0.4189687612782354 -0.22507818883115593 leaf_weight=3194 30 20 89 22 6152 28 32 34 34 30 34 31 41 74 103 30 32 1175 28 113 203 4615 56 30 47 68 28 269 20 33 24 98797 21 18566 24 216 20 23 22 leaf_count=3194 30 20 89 22 6152 28 32 34 34 30 34 31 41 74 103 30 32 1175 28 113 203 4615 56 30 47 68 28 269 20 33 24 98797 21 18566 24 216 20 23 22 internal_value=0 0.186045 0.110176 -0.0207836 -0.000681158 0.0424374 0.311451 0.238785 0.0396836 0.0373471 0.397869 0.492418 0.33223 -0.00352119 0.0523646 0.340727 -0.00434219 0.00431043 0.117749 0.0345073 0.159797 0.0294373 0.0481112 0.208427 0.412379 0.0978338 -0.0720534 -0.0437276 0.134374 0.257809 -0.00421093 -0.00429388 -0.00700692 0.00655256 -0.0286763 0.077776 -0.0218245 -0.111011 -0.12126 internal_weight=0 750 730 451 133658 8251 279 247 8223 8189 64 106 72 125407 1815 249 123592 1566 347 8125 316 7809 141 219 77 142 429 401 109 63 123560 123536 98818 24718 1219 319 1195 292 78 internal_count=134408 750 730 451 133658 8251 279 247 8223 8189 64 106 72 125407 1815 249 123592 1566 347 8125 316 7809 141 219 77 142 429 401 109 63 123560 123536 98818 24718 1219 319 1195 292 78 cat_boundaries=0 1 7 8 11 12 13 18 24 25 26 cat_threshold=1601 2153021440 67371011 8452 6029312 172544 2105345 18 327172608 135200 675287040 2340 2945 536871424 0 17408 0 1 33554944 540016720 148048 2961211780 167794690 591413376 392 2568 is_linear=0 shrinkage=0.01 Tree=194 num_leaves=26 num_cat=4 split_feature=5 3 1 2 5 25 4 24 8 3 5 7 6 6 9 3 24 7 25 23 1 9 4 5 5 split_gain=254866 1.54441e+06 346457 263008 262847 152709 188102 126144 241993 119905 90182.5 87372.6 63136.6 166545 57566.9 53401.7 53265.9 45813.8 41370.2 174742 42987.1 24572.6 23402.1 23148.6 7229.49 threshold=172.35100000000003 483.18750000000006 161.54175000000006 1048.2900000000002 366.02500000000003 0 779.31175000000019 1 121.38150000000003 8.0130000000000017 483.07500000000005 650.90000000000009 401.66700000000003 650.90000000000009 797.90800000000002 650.90000000000009 2 108.06300000000002 3 13.455000000000002 40.336500000000008 49.122500000000009 109.52500000000002 316.16700000000009 783.48000000000013 decision_type=2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 1 2 9 2 2 2 2 2 2 left_child=3 2 7 5 9 6 11 8 10 -4 22 12 16 -14 15 18 -1 21 20 -20 -7 23 -2 -9 -12 right_child=1 -3 4 -5 -6 14 -8 17 -10 -11 24 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 leaf_value=0.1141257392222676 0.030535069153088484 2.9257382984161375 -0.26986704635620118 0.87873315003645769 1.554944088547318 0.0030931686710319122 0.85766549178532192 -0.022762606277332439 0.99885614380240439 0.81203039350963779 0.5015461173057556 0.54268123065724094 0.80931028856171505 -0.15943654578072683 0.5077489497444847 -0.32118748475920478 0.024762509118240083 -0.57468730545043945 -0.0077066196198520408 0.84569424569606788 0.062509735838199659 0.21987297000885012 -0.32561597868800163 -0.21198530530525467 0.28735120809995213 leaf_weight=721 238 20 20 34 27 36230 28 143 32 21 40 34 36 35 22 53 7965 20 87216 24 1260 25 20 118 26 leaf_count=721 238 20 20 34 27 36230 28 143 32 21 40 34 36 35 22 53 7965 20 87216 24 1260 25 20 118 26 internal_value=0 0.184185 0.109074 -0.000673839 0.788806 -0.0008976 0.0392941 0.0392525 0.164621 0.284276 0.0873087 0.0367322 0.0347678 0.331759 -0.00374048 -0.00383096 0.0323402 -0.108437 -0.00369611 -0.00747099 0.00508874 -0.0796241 0.00292646 -0.108312 0.417166 internal_weight=0 750 730 133658 68 133624 8819 662 356 41 324 8791 8757 71 124805 124783 8686 306 124730 87240 37490 286 258 261 66 internal_count=134408 750 730 133658 68 133624 8819 662 356 41 324 8791 8757 71 124805 124783 8686 306 124730 87240 37490 286 258 261 66 cat_boundaries=0 6 7 8 14 cat_threshold=2153021440 69468163 8452 14418048 167944704 2105345 1889 32 570442240 537919568 134366800 2952954116 20483 591413376 is_linear=0 shrinkage=0.01 Tree=195 num_leaves=16 num_cat=1 split_feature=3 1 9 5 18 4 11 3 3 0 19 0 0 24 0 split_gain=288743 151150 185463 173851 147241 110772 112967 100265 115206 129538 81559 79638.8 100843 72081 70531.1 threshold=1048.2900000000002 172.67400000000001 1037.4750000000001 366.02500000000003 751.80750000000012 1048.2900000000002 756.4475000000001 174.86250000000004 400.30000000000007 62.520000000000003 13.002500000000003 144.79006000000001 362.49400000000003 0 38.057500000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=1 2 4 7 5 6 14 10 9 -9 11 13 -13 -3 -1 right_child=-2 3 -4 -5 -6 -7 -8 8 -10 -11 -12 12 -14 -15 -16 leaf_value=-0.0027320092703914697 0.89555979622734927 -0.10422249422433241 0.87797992706298833 1.0281485911778041 0.85679095602035515 0.60628642733891802 0.56661325972420828 1.3817049713134766 -0.058156485271453853 0.26972331372174352 0.70753021144866945 0.63699425267929932 -0.14350267639160158 0.10193814551597266 0.044431205114000116 leaf_weight=130176 36 255 24 21 20 30 35 20 25 22 20 49 25 464 3250 leaf_count=130176 36 255 24 21 20 30 35 20 25 22 20 49 25 464 3250 internal_value=0 -0.000140085 -0.00101107 0.128946 -0.00116908 -0.00129762 -0.0014342 0.107488 0.479315 0.799238 0.0768456 0.0609393 0.373313 0.0287896 -0.0015832 internal_weight=0 134436 133535 901 133511 133491 133461 880 67 42 813 793 74 719 133426 internal_count=134472 134436 133535 901 133511 133491 133461 880 67 42 813 793 74 719 133426 cat_boundaries=0 1 cat_threshold=2627 is_linear=0 shrinkage=0.01 Tree=196 num_leaves=45 num_cat=15 split_feature=0 9 2 4 0 9 25 24 2 1 1 25 5 4 1 24 1 1 5 5 25 24 25 25 24 5 12 5 12 25 24 0 25 25 1 1 6 2 1 25 24 0 26 1 split_gain=173565 479120 1.20259e+06 179777 492587 176949 114504 136749 127998 132264 114118 219198 287483 296769 221902 151424 413194 109586 94132 92440.5 69451.6 130852 94956.2 72913.1 145116 65571.4 57502.4 327093 62484.8 42358.5 67568.8 36425.8 33489.9 26229.7 24196.9 44417.6 20219.4 19510.2 19433.7 26006.1 45253.6 23735.5 7501.51 3548.31 threshold=91.825000000000003 158.04750000000004 174.86250000000004 232.66575000000003 332.39451000000003 1037.4750000000001 0 1 3.2160235000000004 233.61825000000005 102.46769250000001 2 64.831750000000014 9.0774200000000018 187.26000000000002 3 438.37500000000006 481.77300000000008 62.185000000000009 67.130500000000012 4 5 6 7 8 16.146250000000006 174.97500000000002 67.130500000000012 205.70000000000002 9 10 114.27500000000002 11 12 789.60480000000007 543.20000000000016 42.310750000000006 212.70000000000005 55.165000000000006 13 14 255.30450000000005 2022.5000000000002 213.87530000000001 decision_type=2 2 2 2 2 2 9 1 2 2 2 9 2 2 2 1 2 2 2 2 9 1 9 9 1 2 2 2 2 9 1 2 9 9 2 2 2 2 2 9 1 2 2 2 left_child=5 3 36 6 -5 10 7 19 9 -9 20 12 15 14 -14 16 -12 -17 -10 31 21 22 42 24 -23 -24 29 28 -28 30 -22 -2 -31 -25 35 37 -3 -13 39 40 -8 -41 -1 -40 right_child=1 2 -4 4 -6 -7 38 8 18 -11 11 34 13 -15 -16 17 -18 -19 -20 -21 26 23 25 33 -26 -27 27 -29 -30 32 -32 -33 -34 -35 -36 -37 -38 -39 43 41 -42 -43 -44 -45 leaf_value=-0.0039547676951796921 0.26371045526468528 -0.25196104140508746 2.9075068682716005 -0.18584441732083046 1.8689491005837917 0.84000390014648429 0.18908879838939896 0.27290354546777068 0.077479994421203929 1.0105170792799729 0.18581757830851006 -0.045532928521510301 1.930140428507328 0.0018778474577542011 0.53576562336512967 0.082985364588767457 1.4105285170674324 -0.41934184843180133 -0.66164218039739697 -0.57493604966572354 -0.021965405069256278 0.38395332293556289 0.19492842498665164 -0.10158590162065295 -0.078007873257264396 -0.20963050978524345 0.35820883268559423 1.3676234638690949 -0.015616361998594723 -0.094647540018765089 0.019773250260700422 -0.022268069554187062 -0.0058997158274045761 -0.0086633088895358337 -0.32968359549840293 0.37385357332229618 0.19231320595741275 -0.36376918125152585 -0.14432733199535272 -0.015595399513631977 -0.087745279517363425 -0.16032643382093892 -0.12265666430337088 -0.29694267501831056 leaf_weight=108 53 21 21 28 20 25 123 374 96 26 198 524 25 29 21 382 32 49 21 28 5159 120 869 440 141 42 54 20 260 417 15542 279 107080 958 30 25 20 20 39 357 100 166 105 25 leaf_count=108 53 21 21 28 20 25 123 374 96 26 198 524 25 29 21 382 32 49 21 28 5159 120 869 440 141 42 54 20 260 417 15542 279 107080 958 30 25 20 20 39 357 100 166 105 25 internal_value=0 0.0977181 0.961496 0.0668511 0.67032 -0.00122349 0.0496807 0.128014 0.231277 0.320848 -0.00138203 0.090608 0.204612 0.794121 1.29358 0.140819 0.34137 0.0252895 -0.055183 -0.0225253 -0.00231724 0.0470166 0.129879 -0.00956561 0.140719 0.174363 -0.00338882 0.127651 0.048672 -0.00373048 0.00936577 0.0233851 -0.00625276 -0.0384231 -0.0520177 -0.0382923 -0.0352419 -0.0572328 -0.0362649 -0.0223658 0.06651 -0.0603785 -0.0596685 -0.203943 internal_weight=0 1797 62 1735 48 132675 1687 877 517 400 132650 1335 736 75 46 661 230 431 117 360 131315 2783 1124 1659 261 911 128532 334 314 128198 20701 332 107497 1398 599 569 41 544 810 746 223 523 213 64 internal_count=134472 1797 62 1735 48 132675 1687 877 517 400 132650 1335 736 75 46 661 230 431 117 360 131315 2783 1124 1659 261 911 128532 334 314 128198 20701 332 107497 1398 599 569 41 544 810 746 223 523 213 64 cat_boundaries=0 6 7 13 14 20 21 26 31 32 38 39 44 50 56 57 cat_threshold=545293824 135200 134238464 2147483648 16777217 268435456 2149 42518016 1052672 17664 4194304 16385 536870912 2076 2148794368 393216 4116 407208064 167907328 2170912 3184 1048576 0 4096 262144 4096 1048576 0 4096 0 4096 7 4243456 606077184 1074023361 2684358656 35329 553665169 2180 0 3 8192 1090519040 64 0 262144 4 138412032 131072 8224 268517376 256 536871936 268435456 16384 536870912 3440 is_linear=0 shrinkage=0.01 Tree=197 num_leaves=16 num_cat=2 split_feature=3 1 2 5 9 25 18 4 11 4 25 1 0 1 1 split_gain=281605 145335 266664 253144 177921 147332 144169 107888 110439 95023.3 70419.6 49508.2 35624.5 43106.4 34845.1 threshold=1048.2900000000002 172.67400000000001 543.20000000000016 232.66575000000003 1037.4750000000001 0 751.80750000000012 1048.2900000000002 756.4475000000001 120.73200000000001 1 398.24814000000003 192.77500000000003 650.90000000000009 246.80700000000002 decision_type=2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 left_child=1 4 3 5 6 9 7 8 10 11 -1 -3 13 -7 -11 right_child=-2 2 -4 -5 -6 12 -8 -9 -10 14 -12 -13 -14 -15 -16 leaf_value=0.021540277694636362 0.88442099200354674 0.19310068900244579 1.2138738562844016 0.95846996365171488 0.85993869145711255 -0.035943502827191061 0.84781574201583865 0.59834575247764588 0.56024713379996161 0.059096493287519973 -0.0038415739446187452 0.45820663936436179 0.29037700981929382 -0.3392197225116334 -0.51039099239167718 leaf_weight=12002 36 210 22 33 24 405 20 30 35 22 121424 106 29 53 21 leaf_count=12002 36 210 22 33 24 405 20 30 35 22 121424 106 29 53 21 internal_value=0 -0.000138945 0.12644 0.0992237 -0.000993013 0.065707 -0.00114777 -0.00127497 -0.00140975 0.215997 -0.00155709 0.282029 -0.0485208 -0.0710388 -0.219025 internal_weight=0 134436 901 879 133535 846 133511 133491 133461 359 133426 316 487 458 43 internal_count=134472 134436 901 879 133535 846 133511 133491 133461 359 133426 316 487 458 43 cat_boundaries=0 5 11 cat_threshold=37782016 1052672 16640 4194304 2 2148827136 537265408 4372 407208064 167944193 2170913 is_linear=0 shrinkage=0.01 Tree=198 num_leaves=23 num_cat=5 split_feature=3 1 2 25 24 18 1 1 1 11 25 0 24 2 3 13 0 0 1 24 1 26 split_gain=276001 142443 261357 180355 190870 141249 107714 99148.7 115149 98652.4 88448.4 103667 90123.6 79920.5 371798 87957.3 64648.3 50185.4 51696.3 38167.5 2065.77 1758.54 threshold=1048.2900000000002 172.67400000000001 543.20000000000016 0 1 751.80750000000012 543.20000000000016 543.20000000000016 203.18100000000001 756.4475000000001 2 1083.9006000000002 3 272.73498000000006 25.511000000000006 382.71220000000005 108.06300000000002 233.17050000000003 789.60480000000007 4 1066.3056000000001 2022.5000000000002 decision_type=2 2 2 9 1 2 2 2 2 2 9 2 1 2 2 2 2 2 2 1 2 2 left_child=1 5 3 4 7 9 16 8 -3 10 11 12 -1 15 -15 -12 -6 18 19 -5 -20 -8 right_child=-2 2 -4 17 6 -7 21 -9 -10 -11 13 -13 -14 14 -16 -17 -18 -19 20 -21 -22 -23 leaf_value=0.053165733575621238 0.87557684315575501 1.191523452758789 1.2017351280559192 0.086202177680057016 0.12614545503199495 0.83933757877349846 -0.38915367624034053 1.3215987453460694 0.31536096971233685 0.5223033889134725 -0.0048031830684337716 0.6774455138047536 0.0029935504284035121 0.043262767669829456 1.422116544896906 0.38140319387791521 0.5977299568388198 0.38901609091923156 -0.29955386638641357 -0.089889909036879281 -0.43821482398293238 -0.26409680241888223 leaf_weight=5363 36 20 22 220 151 20 23 20 60 36 117087 24 10748 176 22 59 36 29 21 255 22 22 leaf_count=5363 36 20 22 220 151 20 23 20 60 36 117087 24 10748 176 22 59 36 29 21 255 22 22 internal_value=0 -0.000137542 0.125176 0.0982315 0.277748 -0.00098307 0.106635 0.628946 0.534402 -0.00110895 -0.00125011 0.0206951 0.0197296 -0.00426902 0.196469 -0.00460867 0.216932 -0.0155192 -0.0384666 -0.00840911 -0.370497 -0.328015 internal_weight=0 134436 901 879 332 133535 232 100 80 133515 133479 16135 16111 117344 198 117146 187 547 518 475 43 45 internal_count=134472 134436 901 879 332 133535 232 100 80 133515 133479 16135 16111 117344 198 117146 187 547 518 475 43 45 cat_boundaries=0 4 5 11 12 13 cat_threshold=33280 1052672 16640 4194304 2069 2148827136 537265408 20756 407208064 167936001 2170913 113 481 is_linear=0 shrinkage=0.01 Tree=199 num_leaves=28 num_cat=5 split_feature=3 1 2 5 25 4 0 25 16 4 25 6 25 0 2 25 2 23 1 13 0 1 1 0 7 4 13 split_gain=270509 139608 256156 247255 141659 116995 683624 119765 144980 92782.6 69095.7 77809.6 56246 54778.1 114292 94866 71340.1 52570.1 48941.3 35741.9 34189.6 41557.7 33924.1 30372.7 16393 8939.04 2742.18 threshold=1048.2900000000002 172.67400000000001 543.20000000000016 232.66575000000003 0 72.686250000000015 393.76511200000004 1 233.07000000000002 120.73200000000001 2 650.90000000000009 3 38.057500000000005 397.42490000000004 4 1048.2900000000002 190.83300750000001 398.24814000000003 20.735000000000003 192.77500000000003 650.90000000000009 246.80700000000002 311.36400000000009 63.539750000000012 337.69674000000003 106.98412500000002 decision_type=2 2 2 2 9 2 2 9 2 2 9 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 9 10 7 8 12 18 11 19 -7 16 15 -15 17 -12 -3 23 21 -6 -11 -1 25 -9 -21 right_child=-2 2 -4 -5 20 6 -8 24 -10 22 13 -13 -14 14 -16 -17 -18 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.030867662196203453 0.86682103739844418 0.18827278627668109 1.1897177973660555 0.94644206596143321 -0.035480843520826762 0.30064903775311036 1.5786848487854004 -0.036035672650560999 0.97442942345142369 0.056000275828621604 -0.0048036484676472783 0.62090841206637293 0.076326365573491234 0.095879982040594225 0.71355257644653325 -0.022498190189088465 -0.60201027286052711 0.49557353587377639 0.45185666038180294 -0.054691999846813728 0.28412219935450062 -0.33325908555174771 -0.50591024716695154 -0.15195203335388846 0.19455962868939555 -0.13271478391730268 -0.14190569707048617 leaf_weight=7422 36 210 22 33 405 128 30 568 20 22 121421 22 749 1289 25 1411 20 21 106 51 29 53 21 92 28 115 123 leaf_count=7422 36 210 22 33 405 128 30 568 20 22 121421 22 749 1289 25 1411 20 21 106 51 29 53 21 92 28 115 123 internal_value=0 -0.000136127 0.123924 0.0972487 0.0641242 -0.000973197 0.0830205 0.0551163 0.131102 0.211496 -0.0020163 0.0270125 0.113365 -0.00382038 0.04052 0.0342882 -0.00481547 -0.00471712 0.27669 0.0253481 -0.0478731 -0.0699399 -0.218421 0.0286293 -0.0420011 -0.052314 -0.116343 internal_weight=0 134436 901 879 846 133535 1638 1608 897 359 131897 7710 877 124187 2725 2700 121462 121442 316 7688 487 458 43 7514 711 683 174 internal_count=134472 134436 901 879 846 133535 1638 1608 897 359 131897 7710 877 124187 2725 2700 121462 121442 316 7688 487 458 43 7514 711 683 174 cat_boundaries=0 5 11 17 21 27 cat_threshold=37782016 1052672 16640 4194304 2 33588736 537919520 671110208 2147483648 16793601 536870912 2148810752 539362560 4372 403013760 167940097 2170913 0 32 5120 2147483648 813728768 268435456 675300352 2147614756 0 805306368 is_linear=0 shrinkage=0.01 Tree=200 num_leaves=24 num_cat=4 split_feature=9 25 4 2 6 5 5 26 18 2 5 7 5 17 2 25 11 1 25 25 6 6 18 split_gain=209771 174008 133428 116415 86611.4 64745 227850 99320 56165.3 53937.9 140920 158165 110920 61907.3 49998.2 48794.4 36706.1 34296.2 83153 33141.3 29151.7 26307.7 9309.08 threshold=1037.4750000000001 0 779.31175000000019 1048.2900000000002 442.89500000000004 366.02500000000003 442.27000000000004 2022.5000000000002 48.474320000000013 63.564000000000007 93.807500000000019 188.93193000000005 293.27220000000005 524.22500000000014 242.64500000000001 1 17.072888500000001 233.61825000000005 2 3 100.64650000000002 650.90000000000009 324.92500000000007 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 9 2 2 2 left_child=1 2 4 9 5 8 -7 -8 14 13 15 12 -12 17 -1 20 -17 19 -19 -3 -11 -6 -10 right_child=-2 3 -4 -5 21 6 7 -9 22 10 11 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 leaf_value=0.034152450359779589 0.89673516200138981 0.0048304072227007807 0.68822976768016819 0.7400500270298549 0.60755679592009515 1.1894867806001144 0.47067010353351463 -0.29400398603299771 -0.1509979624283023 0.08950490262584701 0.41936026230046197 1.1945801792144775 -0.34127187618842492 0.44889046669006349 0.20610731407569322 -0.026356195821577024 0.26565287881427341 0.30824292339196729 -0.015871983486342715 -0.0082402934183821788 0.43948199443817137 0.21944208908081056 -0.39161792182922361 leaf_weight=7487 26 24055 32 21 31 22 29 41 82 496 73 20 26 30 173 992 45 109 241 100133 25 40 20 leaf_count=7487 26 24055 32 21 31 22 29 41 82 496 73 20 26 30 173 992 45 109 241 100133 25 40 20 internal_value=0 -0.00157868 0.0437481 -0.00443819 0.041201 0.0380578 0.301782 0.0227896 0.0349319 -0.00456238 0.0517724 0.383461 0.219598 -0.00532079 0.038036 0.0264381 -0.0135539 -0.00543021 0.0934201 -0.0057088 0.104297 0.388901 -0.198178 internal_weight=0 134223 7957 126266 7925 7854 92 70 7762 126245 1677 119 99 124568 7660 1558 1037 124538 350 124188 521 71 102 internal_count=134249 134223 7957 126266 7925 7854 92 70 7762 126245 1677 119 99 124568 7660 1558 1037 124538 350 124188 521 71 102 cat_boundaries=0 6 12 18 24 cat_threshold=1343488 131075 12372 293699584 167944768 2097152 268453376 1052960 134217728 4194304 16793601 536870912 4194816 4096 16384 4194304 0 536870912 2688549008 2100304 4591232 537272324 16779264 553665233 is_linear=0 shrinkage=0.01 Tree=201 num_leaves=27 num_cat=5 split_feature=25 4 12 6 2 24 3 5 3 3 0 24 0 0 12 13 2 7 0 7 25 24 0 3 6 0 split_gain=165942 194618 107504 171938 101669 76411 184857 243741 204629 91877.6 60800.1 117202 131918 122309 83819.9 60815.6 48584.7 415418 47431.4 44407.6 55100 37848.1 35215.4 30184.4 26122.9 21779.6 threshold=0 779.31175000000019 650.90000000000009 442.89500000000004 1048.2900000000002 1 293.03820000000002 366.02500000000003 400.30000000000007 336.88000000000005 172.45500000000001 2 430.17000000000002 192.77500000000003 650.90000000000009 673.83140000000014 185.76000000000002 188.93193000000005 478.01250000000005 22.341000000000005 3 4 243.58000000000001 91.21250000000002 783.48000000000013 311.36400000000009 decision_type=9 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 1 2 2 2 2 left_child=1 2 3 5 10 9 7 -7 -8 18 14 12 13 -12 15 16 21 -18 -1 20 22 -2 -13 -22 -5 -15 right_child=4 -3 -4 24 -6 6 8 -9 -10 -11 11 19 -14 25 -16 -17 17 -19 -20 -21 23 -23 -24 -25 -26 -27 leaf_value=-0.0033226903341107773 -0.013169269876667958 0.82155067324638364 -0.61461150321960445 0.40975465774536135 0.6755837336453524 0.041470073051691286 1.2461222252478965 0.65734519224900467 0.21299777321619531 -0.59644386176709774 0.88995880280222206 0.46842093393537731 0.94593939685821538 0.13019381576860456 0.51513605871508195 0.50925129144088088 0.032678018084411453 1.4704973141352335 -0.46024913539057194 -0.30645009126418676 0.010636540702805761 -0.0015063584570474701 0.10092185785693508 -0.32486751704380434 0.83178624066439544 -0.22990882337093355 leaf_weight=1854 41746 32 25 44 22 5647 26 65 73 27 21 45 30 71 31 23 466 21 23 39 356 83427 62 29 22 22 leaf_count=1854 41746 32 25 44 22 5647 26 65 73 27 21 45 30 71 31 23 466 21 23 39 356 83427 62 29 22 22 internal_value=0 0.0432288 0.0400935 0.0421971 -0.00416011 0.0378493 0.0558078 0.0484785 0.484323 -0.017163 -0.00427876 0.0903749 0.332812 0.200657 -0.00478699 -0.00491523 -0.00500934 0.0946784 -0.00892168 0.0180222 0.0441088 -0.00539719 0.233642 -0.0142647 0.550432 0.0450082 internal_weight=0 7838 7806 7781 126411 7715 5811 5712 99 1904 126389 675 144 114 125714 125683 125660 487 1877 531 492 125173 107 385 66 93 internal_count=134249 7838 7806 7781 126411 7715 5811 5712 99 1904 126389 675 144 114 125714 125683 125660 487 1877 531 492 125173 107 385 66 93 cat_boundaries=0 6 7 8 13 14 cat_threshold=1343488 131074 12372 293699584 167944768 2097152 152 1282 512 4096 256 0 1 2185 is_linear=0 shrinkage=0.01 Tree=202 num_leaves=22 num_cat=4 split_feature=9 25 4 2 12 5 5 3 1 25 2 12 13 5 26 3 17 26 24 1 25 split_gain=205074 167438 127715 112005 105578 107880 155183 110710 196066 92502.6 52295.6 142349 143230 82085.2 239003 69787.2 60632.2 48821.5 45068.5 65770.8 48262.2 threshold=1037.4750000000001 0 779.31175000000019 1048.2900000000002 650.90000000000009 366.02500000000003 442.27000000000004 336.88000000000005 8.3632500000000025 1 63.564000000000007 93.857500000000016 46.794000000000004 172.35100000000003 2022.5000000000002 400.30000000000007 524.22500000000014 2022.5000000000002 2 398.24814000000003 3 decision_type=2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 9 left_child=1 2 4 10 5 7 -7 9 -9 -1 16 13 -13 15 -15 -12 18 -8 20 -20 -3 right_child=-2 3 -4 -5 -6 6 17 8 -10 -11 11 12 -14 14 -16 -17 -18 -19 19 -21 -22 leaf_value=0.14091862442304787 0.88665054321289061 -0.041390180773638124 0.67338916718959807 0.72589373452322814 -0.60846538314819332 1.0936297002046005 0.46085965518293714 0.15197028132372123 1.2512040429115296 0.022706034705914504 0.028857906026483048 1.0320005472775164 -0.052410065276282169 0.97373478701620386 -0.27061151372975317 -0.52607303536456562 0.44428328037261966 -0.075262522115940006 -0.00138234073479256 0.26188881010758247 -0.0096168677112031635 leaf_weight=723 26 5508 32 21 25 23 29 86 20 6999 1542 29 21 33 29 23 30 41 82937 95 35977 leaf_count=723 26 5508 32 21 25 23 29 86 20 6999 1542 29 21 33 29 23 30 41 82937 95 35977 internal_value=0 -0.00154857 0.0428521 -0.0043575 0.0403668 0.0424146 0.380996 0.0383921 0.359373 0.033986 -0.00447934 0.0509911 0.576548 0.03484 0.391702 0.0207024 -0.00522624 0.146845 -0.00533454 -0.00108099 -0.0138444 internal_weight=0 134223 7978 126245 7946 7921 93 7828 106 7722 126224 1677 50 1627 62 1565 124547 70 124517 83032 41485 internal_count=134249 134223 7978 126245 7946 7921 93 7828 106 7722 126224 1677 50 1627 62 1565 124547 70 124517 83032 41485 cat_boundaries=0 6 11 12 18 cat_threshold=1343488 131075 12372 293699584 167944768 18874368 0 2 4100 16842752 33693760 2185 37748736 603980096 1107313024 1214126208 22530 541081632 is_linear=0 shrinkage=0.01 Tree=203 num_leaves=29 num_cat=4 split_feature=25 10 8 6 2 3 2 5 5 25 6 2 5 3 3 3 3 13 17 5 25 7 7 5 24 3 17 8 split_gain=159318 169651 113264 101056 97589.2 87737.2 265743 127852 196554 66605.2 65796.1 55018.8 161840 152883 92959.4 76905.1 74730.3 59558.7 56113.9 156312 55826.1 51911.3 47222.7 43445.5 43071.3 38791.1 14145.8 10786.8 threshold=0 747.99000000000012 574.83500000000015 442.89500000000004 1048.2900000000002 336.88000000000005 110.457785 366.02500000000003 442.27000000000004 1 650.90000000000009 63.564000000000007 93.807500000000019 150.51452500000002 336.88000000000005 150.51452500000002 192.58100000000002 673.83140000000014 209.85600000000002 7.9955000000000007 2 650.90000000000009 33.672945000000006 273.92500000000007 3 650.90000000000009 524.22500000000014 808.31735000000015 decision_type=9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 left_child=1 2 3 5 11 7 25 9 -9 -1 -5 17 14 22 15 20 -17 18 21 26 -13 24 23 -14 -2 -7 -20 -4 right_child=4 -3 27 10 -6 6 -8 8 -10 -11 -12 12 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=0.12512147367000581 -0.015594540028326888 0.94001876422337116 -0.31206296991418908 0.80137002910886501 0.66188851096413359 0.26183765044752155 1.3627312996387482 1.261430617741176 0.1443075298127674 0.021749932306334388 0.15886450355117387 0.12374521180155315 0.24006332933902741 1.0247641967137655 -0.54556722283363346 0.86950258306094586 0.12262067356625118 0.50386659414871882 0.0043841405912321439 1.0123830239772798 -0.015094702564044434 0.35490820884704588 0.61567034877481919 -0.30527579943339034 -0.002004043315898651 -0.16010044690724964 0.26289186336376047 -0.61425025894528351 leaf_weight=678 31070 21 27 28 22 53 20 21 63 6832 37 384 48 30 28 21 37 23 98 20 1090 40 21 21 93431 37 27 21 leaf_count=678 31070 21 27 28 22 53 20 21 63 6832 37 384 48 30 28 21 37 23 98 20 1090 40 21 21 93431 37 27 21 internal_value=0 0.042357 0.0399997 0.0429917 -0.00407653 0.0396789 0.320075 0.0356173 0.423588 0.0312778 0.435636 -0.00419278 0.0526526 0.406535 0.0254308 0.0358668 0.393043 -0.00495856 -0.00505242 0.191554 0.0218124 -0.00528133 0.200459 0.0740906 -0.00539705 0.0883742 0.0602218 -0.44427 internal_weight=0 7838 7817 7769 126411 7704 110 7594 84 7510 65 126389 1680 120 1560 1532 58 124709 124686 145 1474 124541 90 69 124501 90 125 48 internal_count=134249 7838 7817 7769 126411 7704 110 7594 84 7510 65 126389 1680 120 1560 1532 58 124709 124686 145 1474 124541 90 69 124501 90 125 48 cat_boundaries=0 6 11 17 18 cat_threshold=1343488 131074 12372 293699584 167944768 2097152 0 2 4100 16777216 33693760 268453376 1052928 134217728 4194304 16793600 536870912 2177 is_linear=0 shrinkage=0.01 Tree=204 num_leaves=23 num_cat=4 split_feature=9 25 0 2 8 18 5 5 3 0 24 0 0 2 8 14 17 25 3 24 0 8 split_gain=200348 160939 143755 107763 89778.5 98272.5 79915.6 166906 125049 60647.3 113636 129420 120128 45331.6 117611 94213.2 58569.1 43508.9 52167.1 37688.3 32507.5 5120.32 threshold=1037.4750000000001 0 1083.9006000000002 1048.2900000000002 574.83500000000015 374.62500000000006 366.02500000000003 442.27000000000004 336.88000000000005 172.45500000000001 1 430.17000000000002 192.77500000000003 63.564000000000007 196.52100000000004 155.26390000000001 524.22500000000014 2 64.997150000000019 3 243.58000000000001 808.31735000000015 decision_type=2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 1 2 2 left_child=1 2 4 9 5 6 8 -8 -1 13 11 12 -11 16 15 -15 19 18 -12 -3 -19 -6 right_child=-2 3 -4 -5 21 -7 7 -9 -10 10 17 -13 -14 14 -16 -17 -18 20 -20 -21 -22 -23 leaf_value=0.032306236995920785 0.87638672461876499 -0.013489523035604559 0.81483553369839978 0.7120158477056594 -0.29643383979797366 0.72552023195085069 1.070713754736859 0.09053190365643568 0.37653833981986362 0.88108490027132491 -0.056813484655051934 0.93615018574396769 0.043703037846472954 0.025949508244265715 0.60519144026008809 0.71671723842620849 0.43621220143636069 0.19002133647337655 -0.60780839681625365 -0.0017900952981312584 0.0021316368448532235 -0.50372035156596784 leaf_weight=7684 26 41295 24 21 26 21 23 71 107 21 122 30 93 1546 37 20 30 151 20 82623 236 22 leaf_count=7684 26 41295 24 21 26 21 23 71 107 21 122 30 93 1546 37 20 30 151 20 82623 236 22 internal_value=0 -0.00151892 0.0420115 -0.0042728 0.0397324 0.0423502 0.0405307 0.330364 0.0370339 -0.00439231 0.0902831 0.328907 0.197958 -0.0048998 0.0479378 0.0347716 -0.00558314 0.0187549 -0.125575 -0.0056901 0.0735423 -0.39144 internal_weight=0 134223 7978 126245 7954 7906 7885 94 7791 126224 673 144 114 125551 1603 1566 123948 529 142 123918 387 48 internal_count=134249 134223 7978 126245 7954 7906 7885 94 7791 126224 673 144 114 125551 1603 1566 123948 529 142 123918 387 48 cat_boundaries=0 6 7 13 14 cat_threshold=1343488 131075 12372 293699584 167944768 18874368 1282 0 0 17408 4194304 16777216 33554432 2185 is_linear=0 shrinkage=0.01 Tree=205 num_leaves=23 num_cat=1 split_feature=9 0 9 2 24 0 1 0 6 9 8 9 0 12 0 5 17 1 1 7 0 6 split_gain=219167 202246 538999 144584 144264 209538 164996 100321 98608.9 542851 130029 94544.6 89018.9 79347.7 73834.3 55272.5 523035 201276 60829.4 45301.3 28018.7 25193.9 threshold=1037.4750000000001 213.3887 230.23500000000004 1048.2900000000002 0 782.62500000000011 44.610000000000007 243.58000000000001 401.66700000000003 33.672000000000011 22.035000000000004 18.271250000000006 224.14500000000001 8.3822000000000028 233.17050000000003 192.26595000000003 57.757354000000014 161.54175000000006 1066.3056000000001 650.90000000000009 233.17050000000003 442.89500000000004 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 8 5 6 14 12 15 10 21 13 -6 -9 -3 18 17 -17 19 -1 -14 -10 right_child=-2 2 -4 -5 7 -7 -8 11 9 -11 -12 -13 20 -15 -16 16 -18 -19 -20 -21 -22 -23 leaf_value=-0.0020055686334914265 0.91829571503859297 0.54748900592327121 1.6375089351336161 0.60794292427026309 -0.19133045611174213 1.1930675987243653 0.93768982887268071 -0.048567095937788796 0.24445842276919974 1.7859336032867432 0.79459812140464781 0.57755664112775218 0.80526250759760543 -0.6801029841105144 0.017432741534953215 -0.0043945132401110474 1.6842934608459472 0.82370013636927453 0.44847234789530438 0.25429164264513099 0.36164366517748148 -0.12366206079721451 leaf_weight=132694 26 32 24 39 23 25 28 378 22 20 20 23 24 21 147 552 20 31 30 69 35 120 leaf_count=132694 26 32 24 39 23 25 28 378 22 20 20 23 24 21 147 552 20 31 30 69 35 120 internal_value=0 8.34831e-05 0.162751 -0.000841755 0.114661 0.314728 0.223853 0.0160049 -0.0010195 0.231589 0.0396951 -0.045869 0.336381 -0.0818058 0.112191 -0.00133686 0.0941871 0.039638 -0.00177063 -0.00187237 0.542099 -0.0666293 internal_weight=0 134377 760 133617 736 232 207 504 133578 182 162 422 82 399 179 133396 603 583 132793 132763 59 142 internal_count=134403 134377 760 133617 736 232 207 504 133578 182 162 422 82 399 179 133396 603 583 132793 132763 59 142 cat_boundaries=0 1 cat_threshold=1794 is_linear=0 shrinkage=0.01 Tree=206 num_leaves=36 num_cat=7 split_feature=0 4 3 2 5 11 24 25 24 25 25 13 0 26 25 4 4 5 26 2 24 2 12 3 0 0 5 0 5 26 5 26 0 13 5 split_gain=197788 487727 225630 141623 149568 448852 146137 106601 204641 101806 96156 90283.4 75088.4 99167.7 77266.8 84129.1 99657.2 73889.9 67031.6 61962.8 50751.4 49822.4 144076 53684.4 38287.9 18130 17583.3 15299.5 6475.03 3452.21 2904.01 2387.26 2051.35 797.308 725.983 threshold=213.3887 400.30000000000007 364.99000000000007 1048.2900000000002 366.02500000000003 110.26250000000002 0 1 2 3 4 465.60925000000003 243.58000000000001 2022.5000000000002 5 109.52500000000002 13.504000000000001 545.08500000000015 2022.5000000000002 11.040900000000002 6 25.023300000000003 153.08370000000002 483.18750000000006 224.14500000000001 233.17050000000003 442.27000000000004 393.76511200000004 483.07500000000005 2022.5000000000002 650.90000000000009 2022.5000000000002 224.14500000000001 557.40000000000009 783.48000000000013 decision_type=2 2 2 2 2 2 1 9 1 9 9 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 12 4 7 6 28 8 10 18 20 21 13 24 19 16 -16 26 -10 27 -1 23 -23 -9 -2 -26 -8 -14 -6 -12 -30 -11 -15 -13 -19 right_child=1 -3 -4 -5 5 -7 17 11 9 31 29 33 14 32 15 -17 -18 34 -20 -21 -22 22 -24 -25 25 -27 -28 -29 30 -31 -32 -33 -34 -35 -36 leaf_value=-0.033309208727258392 0.22106968355178833 1.6639001301356726 1.0721461780865986 0.60186351501024693 -0.073374296487906041 1.6804474220275878 0.78065152842423025 -0.0035315008143227624 0.1877972584994719 -0.22041764224447857 0.43129396183546198 0.39170222429128793 0.31008269550708628 -0.058270930829255482 -0.019454043501883411 -0.6354938488914853 0.70212820672988896 0.1470326911740833 -0.078206673463185633 -0.18963600158691407 0.22139243213653564 0.026259225994348896 0.57756588543454801 0.22825781645774842 0.97112365484237673 0.5634572410583496 0.44546885812983794 0.58537204280044097 -0.32097038679122925 0.52550890479289314 -0.18290449325854963 -0.2979522820262166 0.062630252838134767 0.32294448010002574 0.07913998935903821 leaf_weight=117 20 21 24 39 39 20 29 128269 187 82 86 26 52 23 445 21 20 36 192 21 240 3811 48 100 20 24 34 33 25 71 39 77 36 48 28 leaf_count=117 20 21 24 39 39 20 29 128269 187 82 86 26 52 23 445 21 20 36 192 21 240 3811 48 100 20 24 34 33 25 71 39 77 36 48 28 internal_value=0 0.161124 0.11842 -0.000656309 -0.000832189 0.243535 0.118586 -0.00129031 0.0984991 -0.0381645 0.239542 -0.00209107 0.0864065 0.31123 0.0396949 -0.0160481 0.0115818 0.330613 0.0516771 0.2712 0.139286 -0.00228665 0.0331166 -0.00335094 0.583857 0.74876 0.599759 0.41696 -0.159461 0.445523 -0.236836 -0.242702 0.0154993 0.347103 0.11733 internal_weight=0 760 739 133643 133604 250 230 133354 1052 538 514 132302 715 123 592 486 465 127 379 106 357 132228 3859 128369 64 44 63 85 103 157 64 159 59 74 64 internal_count=134403 760 739 133643 133604 250 230 133354 1052 538 514 132302 715 123 592 486 465 127 379 106 357 132228 3859 128369 64 44 63 85 103 157 64 159 59 74 64 cat_boundaries=0 1 6 7 12 17 20 21 cat_threshold=3344 1048576 262147 4100 16842880 33693760 1325 0 262144 4100 16777344 33554432 0 262144 4100 16777344 33554432 0 135168 17408 1032 is_linear=0 shrinkage=0.01 Tree=207 num_leaves=23 num_cat=2 split_feature=9 0 9 4 2 0 5 11 24 5 3 24 4 1 26 1 0 0 4 5 3 0 split_gain=213950 194280 525070 152124 138887 123089 83906.6 302734 194987 100470 78451.8 61317 57301.2 68344.9 56027.3 48780.7 38058 36848 12230.5 11104.5 7743.08 6605.12 threshold=1037.4750000000001 213.3887 230.23500000000004 232.66575000000003 1048.2900000000002 243.58000000000001 366.02500000000003 80.809750000000022 0 783.48000000000013 57.417500000000011 1 543.53000000000009 1066.3056000000001 2022.5000000000002 40.336500000000008 224.14500000000001 362.49400000000003 48.621081000000011 8.0855000000000015 81.070525000000018 224.14500000000001 decision_type=2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 5 6 14 12 8 9 -8 11 -7 13 15 16 -1 -3 -12 -10 20 -14 -16 right_child=-2 2 -4 -5 -6 10 7 -9 18 -11 17 -13 19 -15 21 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.002152198065765333 0.90729879525991597 0.2188589882850647 1.6150897820790611 0.82190530645436255 0.595844873556724 0.25643407843329691 0.5864862191827992 1.3629177823066712 -0.16177528397161134 -0.13017302568142231 -0.077928540229797366 0.00044008485508295462 -0.21662116733598122 0.48426745052995351 0.27819438378016154 0.039169085244432945 0.74687152420018987 -0.61562288357661321 -0.42268388520587574 -0.4199706498059359 -0.0011422897520519438 0.062803820201328825 leaf_weight=130259 26 20 24 29 39 111 79 20 98 26 25 423 81 29 24 2921 43 26 22 22 21 35 leaf_count=130259 26 20 24 29 39 111 79 20 98 26 25 423 81 29 24 2921 43 26 22 22 21 35 internal_value=0 8.05537e-05 0.159513 0.112048 -0.000826279 0.0829309 -0.00100049 0.183891 0.0790884 0.37346 0.0226747 0.0584627 -0.00134022 -0.00114021 0.371864 -0.00124591 0.579248 -0.352047 -0.193485 -0.216207 -0.172258 0.15042 internal_weight=0 134377 760 736 133617 707 133578 245 225 105 585 534 133333 133209 122 133180 63 51 120 124 102 59 internal_count=134403 134377 760 736 133617 707 133578 245 225 105 585 534 133333 133209 122 133180 63 51 120 124 102 59 cat_boundaries=0 1 2 cat_threshold=841 770 is_linear=0 shrinkage=0.01 Tree=208 num_leaves=21 num_cat=2 split_feature=9 0 9 8 24 1 0 2 6 9 0 1 12 24 7 0 7 0 6 6 split_gain=209693 190495 514597 143773 139956 271583 154756 136123 96445.8 551977 69578.1 55662.4 191937 123943 38484.5 34696.7 32232 29305.9 29132.1 7697.89 threshold=1037.4750000000001 213.3887 230.23500000000004 262.20565000000005 0 44.610000000000007 782.62500000000011 1048.2900000000002 442.89500000000004 25.226500000000005 478.01250000000005 40.336500000000008 153.08370000000002 1 1042.2668000000001 243.58000000000001 55.749926000000009 638.18750000000011 483.07500000000005 545.08500000000015 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 7 3 4 5 6 -3 8 11 18 15 14 13 -13 16 -6 -1 -12 -10 -20 right_child=-2 2 -4 -5 10 -7 -8 -9 9 -11 17 12 -14 -15 -16 -17 -18 -19 19 -21 leaf_value=-0.002721606831301317 0.89822582391592176 0.10116743652416128 1.5989388227462769 -0.65029957950115203 0.29042873422864457 1.0757599618434908 0.88970322915485922 0.58988640821897065 0.33242208719253541 1.7988445205688475 -0.38238231636108239 0.31632086988181285 0.73838033503828915 0.017249338411787263 -0.44088088798522945 0.037407134620383316 0.044056825509451912 -0.062228983689660899 -0.20257895643894488 -0.0053941411569894083 leaf_weight=128935 26 224 24 24 71 40 28 39 24 20 47 136 39 2805 20 229 1490 73 26 83 leaf_count=128935 26 224 24 24 71 40 28 39 24 20 47 136 39 2805 20 229 1490 73 26 83 internal_value=0 7.99392e-05 0.157951 0.110962 0.136623 0.300012 0.188783 -0.000818017 -0.000990481 0.249936 0.0155163 -0.00127822 0.0414552 0.0322134 -0.00225446 0.0972889 -0.0021872 -0.187622 0.0170178 -0.0524291 internal_weight=0 134377 760 736 712 292 252 133617 133578 153 420 133425 2980 2941 130445 300 130425 120 133 109 internal_count=134403 134377 760 736 712 292 252 133617 133578 153 420 133425 2980 2941 130445 300 130425 120 133 109 cat_boundaries=0 1 2 cat_threshold=1798 1 is_linear=0 shrinkage=0.01 Tree=209 num_leaves=22 num_cat=4 split_feature=9 0 9 4 2 0 25 7 3 5 5 25 24 1 24 26 17 0 0 2 0 split_gain=205520 186703 504357 148814 133414 119508 106943 91957.4 76890.1 69023.1 74694.2 63123.7 360060 64667.4 59273.5 54805.1 49870.2 37273.4 36200.6 30744.9 6520.25 threshold=1037.4750000000001 213.3887 230.23500000000004 232.66575000000003 1048.2900000000002 243.58000000000001 0 650.90000000000009 57.417500000000011 545.08500000000015 783.48000000000013 1 2 543.20000000000016 3 2022.5000000000002 524.22500000000014 224.14500000000001 362.49400000000003 24.497000000000003 224.14500000000001 decision_type=2 2 2 2 2 2 9 2 2 2 2 9 1 2 1 2 2 2 2 2 2 left_child=1 4 3 5 6 15 7 11 14 16 -11 12 -1 -13 -7 17 19 -3 -10 -8 -17 right_child=-2 2 -4 -5 -6 8 9 -9 18 10 -12 13 -14 -15 -16 20 -18 -19 -20 -21 -22 leaf_value=0.60421559401384495 0.88924360862145058 0.21420819377899172 1.5829494659105936 0.81194316469389816 0.58398756461265766 0.25175550865732932 -0.0044822063871593565 0.51663977060562527 -0.077592537021636959 0.68860835782686869 -0.011341324544722033 0.019594295802547571 0.018612370415816922 0.33624900062267599 8.0639304933041408e-05 0.27368872443834941 0.4430201976776123 0.73674943854642461 -0.61054240520183856 0.026318255186673849 0.059686337062290741 leaf_weight=117 26 20 24 29 39 111 121047 39 25 30 31 8270 624 65 423 24 25 43 26 3330 35 leaf_count=117 26 20 24 29 39 111 121047 39 25 30 31 8270 624 65 423 24 25 43 26 3330 35 internal_value=0 7.9388e-05 0.156372 0.109853 -0.000809587 0.0810543 -0.000980327 0.0320642 0.0216811 -0.00340263 0.332896 0.0300173 0.11789 0.0220373 0.0571111 0.365754 -0.00356781 0.570863 -0.349292 -0.00365757 0.146738 internal_weight=0 134377 760 736 133617 707 133578 9115 585 124463 61 9076 741 8335 534 122 124402 63 51 124377 59 internal_count=134403 134377 760 736 133617 707 133578 9115 585 124463 61 9076 741 8335 534 122 124402 63 51 124377 59 cat_boundaries=0 6 11 12 13 cat_threshold=5537792 67502083 4164 289472640 167944770 16867329 0 2 4100 16777344 139328 1028 770 is_linear=0 shrinkage=0.01 Tree=210 num_leaves=25 num_cat=6 split_feature=3 25 11 4 24 13 2 1 7 2 9 25 9 22 25 8 24 2 24 11 2 2 2 1 split_gain=228153 177258 178176 114188 88332.9 122120 156265 78959.3 74332.5 67558.6 310100 135089 57894.3 53435.8 41566.3 38583.4 36123.6 44927.1 35767.2 35365.3 30556.6 23131.2 20130.4 17234.3 threshold=1048.2900000000002 0 456.57400000000007 779.31175000000019 1 43.375000000000007 312.70000000000005 789.60480000000007 650.90000000000009 200.46000000000004 146.07500000000002 2 678.37500000000011 231.57000000000002 3 101.77500000000002 4 783.48000000000013 5 650.90000000000009 110.457785 440.18000000000006 293.03820000000002 104.17500000000001 decision_type=2 9 2 2 1 2 2 2 2 2 2 9 2 2 9 2 1 2 1 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -6 12 11 21 13 14 18 -16 23 -18 -3 -4 -7 22 -11 -13 right_child=-2 9 19 -5 7 20 -8 -9 -10 10 -12 16 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.075267207688749893 0.75632819461822509 -0.0054288925543203486 0.91096261544661095 0.65511437098185232 0.011500354826782076 -0.14993032012398788 0.53332210556456916 -0.52816914381804292 0.56924402634302773 0.45107062545689675 1.2785216456109827 0.032307518790749945 -0.42793993055820467 0.3938462271409876 -0.006569162166934376 0.10258510412115318 -0.081199264342968272 -0.56161404306238349 0.015524350243281776 0.402053992483351 -0.56171636399768643 0.66318571885426836 0.12971970483234949 0.33014290014902747 leaf_weight=3719 40 13894 22 30 5469 127 76 27 24 44 22 102 32 34 90064 325 169 22 19677 36 21 24 35 24 leaf_count=3719 40 13894 22 30 5469 127 76 27 24 44 22 102 32 34 90064 325 169 22 19677 36 21 24 35 24 internal_value=0 0.000978873 0.0424725 0.0391409 0.0371881 0.0732644 0.0844404 0.0112652 0.0139372 -0.00220836 0.121203 0.0605818 -0.00264834 -0.00253859 -0.00264731 -0.00617601 -0.0454416 -0.129742 0.00685342 0.595088 -0.208359 0.35667 0.3087 0.0824912 internal_weight=0 134019 9551 9493 9463 3943 3795 5520 5493 124468 442 420 124026 123994 123960 90389 317 191 33571 58 148 103 79 126 internal_count=134059 134019 9551 9493 9463 3943 3795 5520 5493 124468 442 420 124026 123994 123960 90389 317 191 33571 58 148 103 79 126 cat_boundaries=0 6 7 13 19 20 21 cat_threshold=2147516416 67239939 12356 157089920 134348867 8225 2856 512 1048576 1024 0 16384 536870912 571474560 536876048 1107578768 805339172 38912 557907984 2075 2952 is_linear=0 shrinkage=0.01 Tree=211 num_leaves=42 num_cat=8 split_feature=25 0 8 5 24 1 5 5 24 1 13 26 25 2 9 25 26 8 18 1 0 0 22 9 2 25 24 12 8 14 0 17 2 1 25 2 26 9 26 5 0 split_gain=200836 241881 399412 880935 261833 267058 124899 108966 96284.1 271429 106999 87944.9 87755.2 82879.1 296767 118174 211618 86688 78955.1 68637.7 54819.9 54673.2 52387.7 52010.3 51712 37925.1 49453.6 55983.8 34123.6 31569.6 28948.2 27484 24441 20536.2 19348 15450 12954.7 10923.4 5788.95 1470.86 582.686 threshold=0 202.39050000000006 108.20000000000002 116.45550000000001 1 64.397977000000012 366.02500000000003 650.90000000000009 2 438.37500000000006 8.3822000000000028 2022.5000000000002 3 200.46000000000004 146.07500000000002 4 2022.5000000000002 36.895000000000003 210.97500000000002 650.90000000000009 62.520000000000003 292.11750000000001 231.57000000000002 797.90800000000002 783.48000000000013 5 6 327.66000000000003 26.407500000000002 367.37500000000006 95.466000000000022 55.515000000000008 272.73498000000006 650.90000000000009 7 335.81400000000008 2022.5000000000002 53.721950000000007 2022.5000000000002 483.07500000000005 144.79006000000001 decision_type=9 2 2 2 1 2 2 2 1 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 6 3 4 21 11 8 39 12 10 18 -6 36 22 15 16 32 20 -10 30 24 -3 23 25 -17 26 27 -2 34 -28 -14 -30 -15 -11 -27 -18 -1 -12 -23 -8 -22 right_child=13 2 -4 -5 5 -7 7 -9 9 33 37 -13 19 14 -16 17 35 -19 -20 -21 40 38 -24 -25 -26 28 29 -29 31 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 leaf_value=0.13240942232536548 0.021131797069424769 0.16287646519510371 -0.83804372928760673 2.2268016418457033 0.12075105218744989 1.5627588978680698 0.66269967675209052 0.032609607785247095 0.061412627273096106 0.98478129307429008 -0.13282982368280391 0.65020369838860081 -0.010259270343341807 0.5727284216880798 1.2657363985885273 -0.071402975630252913 -0.24817275817577655 0.56939781188964844 0.67595429238818938 -0.54066802597045904 0.30745526599884032 -0.22624921405637588 0.38990776202257943 -0.50029844829014369 -0.5189768284764783 -0.00015369405770205861 -0.0064655500899055262 0.43354861071615508 0.035696258123468015 0.34235066899886496 -0.2089704090118408 0.36995691013336185 1.0085462684785167 0.59232524871826175 -0.0094406137472089671 0.10367701689402262 0.30018649112346563 -0.35059260258307823 -0.411505317226533 0.77126175036797151 0.23287643345919523 leaf_weight=99 12734 38 27 25 67 22 24 43 4686 24 202 59 3258 22 22 235 26 23 21 25 20 37 34 21 29 34912 12569 33 1532 26 75 25 31 30 62788 24 86 26 31 26 22 leaf_count=99 12734 38 27 25 67 22 24 43 4686 24 202 59 3258 22 22 235 26 23 21 25 20 37 34 21 29 34912 12569 33 1532 26 75 25 31 30 62788 24 86 26 31 26 22 internal_value=0 0.046979 0.323325 0.435715 0.259427 0.511601 0.0372293 0.401718 0.0332563 0.0614987 0.0539063 0.368669 -0.0066675 -0.0020794 0.132787 0.0750908 0.353104 -0.0220103 0.0641544 -0.0185909 -0.0671818 -0.128781 -0.00257069 -0.00267775 -0.120568 -0.00259389 0.00831763 0.0221804 -0.00538229 -0.00574093 -0.0147307 0.0410633 0.827641 0.76675 -0.00612302 -0.0792849 0.199613 -0.157662 -0.310704 0.719152 0.26839 internal_weight=0 8931 306 279 254 148 8625 93 8532 4989 4935 126 3543 125128 454 432 103 329 4707 3358 306 106 124674 124640 264 124619 25362 12767 99257 12595 3333 1557 53 54 97700 50 185 228 68 50 42 internal_count=134059 8931 306 279 254 148 8625 93 8532 4989 4935 126 3543 125128 454 432 103 329 4707 3358 306 106 124674 124640 264 124619 25362 12767 99257 12595 3333 1557 53 54 97700 50 185 228 68 50 42 cat_boundaries=0 6 7 8 12 18 24 25 31 cat_threshold=2147516416 67239939 12292 156041344 131139 8225 2101 1221 0 2 4096 134217728 512 1048576 1024 0 16384 536870912 571474048 536871952 1107578832 806387748 134252544 557907984 1139 14959124 271653504 8388609 2156003328 17829892 372245120 is_linear=0 shrinkage=0.01 Tree=212 num_leaves=37 num_cat=6 split_feature=3 25 0 24 0 2 25 2 2 2 9 7 17 24 13 3 0 23 25 26 0 0 12 15 9 3 24 16 0 0 26 26 2 2 2 7 split_gain=223286 170629 132933 258774 109038 91251.4 308289 422419 91370.2 88838.3 111211 84520.1 82080.7 70690.4 65524.5 97059.2 61241.5 59474.6 48430.9 77867.3 47645.7 46746.8 38707.1 125922 52777 35850.4 31865.9 31206.2 29247.8 43552.7 21877.5 17060.7 19253 8308.22 5595.16 262.955 threshold=1048.2900000000002 0 213.3887 1 638.18750000000011 155.87100000000004 2 482.16800000000006 272.73498000000006 482.16800000000006 75.020000000000024 483.07500000000005 524.22500000000014 3 8.3822000000000028 336.88000000000005 393.76511200000004 219.08740500000002 4 2022.5000000000002 292.11750000000001 782.62500000000011 36.937500000000007 174.97500000000002 797.90800000000002 41.939000000000007 5 57.131250000000001 393.76511200000004 292.11750000000001 2022.5000000000002 2022.5000000000002 783.48000000000013 223.35100000000003 648.37500000000011 650.90000000000009 decision_type=2 9 2 1 2 2 9 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 11 4 16 12 7 8 33 10 26 13 17 18 15 -15 20 22 19 -1 -4 28 24 -24 -3 -20 -8 -16 29 -5 -30 34 -33 -7 -11 -13 right_child=-2 5 3 21 -6 6 9 -9 -10 31 -12 35 -14 14 27 -17 -18 -19 25 -21 -22 -23 23 -25 -26 -27 -28 -29 30 -31 -32 32 -34 -35 -36 -37 leaf_value=0.37991324552675571 0.74820634317398071 -0.0031181600076085948 0.44601195375124614 0.12960690879821779 1.2495756196975709 0.14394580523173015 0.11172053174335299 1.908141684759231 0.68894984822524219 -0.25049824845790863 0.67043250937400189 0.41509070223028011 0.54889021484940137 0.062539929755658225 -0.1343960572459868 0.48904754726975053 0.092508604968035674 0.54274248969554906 -0.01023085240090528 -0.061436890944456445 1.0123089734713238 -0.49157931911945341 0.034544817137867542 0.64204569707598014 -0.48218776537024455 -0.18260256754234433 -0.049908843546497578 0.27786874961853025 0.026053279196774519 -0.39443287783655628 0.45087167267094963 -0.21233433822790784 -0.62188875978643243 -0.12496360445022583 -0.019395706436850808 0.46060732968648277 leaf_weight=82 40 124400 39 35 24 27 236 21 38 20 29 22 27 4474 224 54 27 20 2104 78 24 20 1357 35 23 128 235 20 27 29 22 24 22 20 22 30 leaf_count=82 40 124400 39 35 24 27 236 21 38 20 29 22 27 4474 224 54 27 20 2104 78 24 20 1357 35 23 128 235 20 27 29 22 24 22 20 22 30 internal_value=0 0.000957325 0.0473897 0.275571 0.598205 -0.00178439 0.112568 0.583089 0.324322 0.0175316 0.0693963 0.0396448 -0.00241507 0.036729 0.0589011 0.0676264 0.490973 -0.00253336 -0.00771775 0.155064 0.661744 -0.0427362 -0.00262004 0.0498196 -0.00320672 -0.0200262 0.0323898 -0.100604 0.032923 -0.107849 0.216788 -0.275162 -0.408208 0.0295163 -0.129445 0.44135 internal_weight=0 134019 7463 247 114 126556 694 106 85 588 500 7216 125862 7164 4772 4528 90 125835 2392 160 63 133 125815 1392 124423 2232 471 244 113 64 49 88 46 47 42 52 internal_count=134059 134019 7463 247 114 126556 694 106 85 588 500 7216 125862 7164 4772 4528 90 125835 2392 160 63 133 125815 1392 124423 2232 471 244 113 64 49 88 46 47 42 52 cat_boundaries=0 6 7 10 11 15 16 cat_threshold=2147516416 67239939 12292 156041344 134348866 8225 1928 33554432 1048832 1088 646 0 2 4100 524288 315 is_linear=0 shrinkage=0.01 Tree=213 num_leaves=30 num_cat=7 split_feature=3 25 18 0 24 0 2 25 2 2 2 9 7 24 5 23 22 25 0 0 25 5 24 7 0 26 2 2 2 split_gain=218842 167233 149358 115422 232662 181225 89449.5 302142 414013 89551.9 87076.8 108994 60947.4 58610.9 75741.4 58265.8 51277.7 48553.5 45816.5 40262.8 35479.5 59990 31257.4 30413.5 28665.7 16721.2 18869.9 8142.89 5483.82 threshold=1048.2900000000002 0 342.98550000000006 213.3887 1 638.18750000000011 155.87100000000004 2 482.16800000000006 272.73498000000006 482.16800000000006 75.020000000000024 549.10000000000002 3 336.69250000000005 219.08740500000002 231.57000000000002 4 782.62500000000011 393.76511200000004 5 650.90000000000009 6 48.621081000000011 393.76511200000004 2022.5000000000002 783.48000000000013 223.35100000000003 648.37500000000011 decision_type=2 9 2 2 1 2 2 9 2 2 2 2 2 1 2 2 2 9 2 2 9 2 1 2 2 2 2 2 2 left_child=1 2 3 12 5 19 15 8 9 27 11 22 13 17 -15 16 20 -1 24 -5 21 -3 -9 -22 -6 28 -27 -8 -12 right_child=-2 6 -4 4 18 -7 7 10 -10 -11 25 -13 -14 14 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 26 -28 -29 -30 leaf_value=0.1580900003218792 0.74072434902191164 0.0072444209021320337 0.86971837206320335 0.55425123687713373 -0.10677013710141182 1.4096617856233016 0.14250634846863924 0.11064874033345197 1.8890602366129556 0.68206034635242663 -0.24799326479434969 0.66372818913953058 0.42173340681122568 0.050946054077852951 0.411481029542826 0.53731499624252321 0.38582213542040655 -0.017688950882444838 -0.48666351890563969 0.091583506266276038 -0.0058352996479945473 0.45467627827326462 -0.049430126384812957 0.05291773113058576 0.21462019627191584 -0.21021099706490834 -0.61566987644542348 -0.12371398115158082 -0.019201739918101916 leaf_weight=159 40 26246 22 62 64 23 27 236 21 38 20 29 41 4704 59 20 34 2233 20 27 98643 30 235 889 49 24 22 20 22 leaf_count=159 40 26246 22 62 64 23 27 236 21 38 20 29 41 4704 59 20 34 2233 20 27 98643 30 235 889 49 24 22 20 22 internal_value=0 0.000947798 0.0469158 0.0445462 0.257993 0.567693 -0.0017665 0.111451 0.577258 0.321079 0.0173666 0.0687147 0.037279 0.035076 0.055296 -0.00239092 -0.0024767 -0.00539513 -0.0423089 0.413891 -0.00258163 0.00775232 0.032079 -0.00531 0.0325938 -0.27241 -0.404126 0.0292211 -0.12815 internal_weight=0 134019 7463 7441 245 112 126556 694 106 85 588 500 7196 7155 4763 125862 125842 2392 133 89 125808 26276 471 99532 113 88 46 47 42 internal_count=134059 134019 7463 7441 245 112 126556 694 106 85 588 500 7196 7155 4763 125862 125842 2392 133 89 125808 26276 471 99532 113 88 46 47 42 cat_boundaries=0 6 7 10 11 15 21 22 cat_threshold=2147516416 67239939 12292 156041344 134348866 8225 1928 33554432 1048832 1088 646 0 2 4100 524288 571474048 536871952 1107578768 806387748 38913 557907984 315 is_linear=0 shrinkage=0.01 Tree=214 num_leaves=19 num_cat=3 split_feature=3 25 11 4 15 24 18 0 2 23 22 5 4 25 11 2 26 13 split_gain=214487 163998 172779 111532 85392.6 94630.9 158487 71624 62273.7 57092.3 50240.4 46783.3 42284.6 37517 34779.3 10786.7 14871.7 6198.73 threshold=1048.2900000000002 0 456.57400000000007 779.31175000000019 78.031500000000008 1 225.86600000000001 539.75000000000011 543.20000000000016 219.08740500000002 231.57000000000002 650.90000000000009 52.107000000000006 2 650.90000000000009 1048.2900000000002 2022.5000000000002 8.3822000000000028 decision_type=2 9 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 9 10 11 13 17 -3 -4 16 -10 -6 right_child=-2 8 14 -5 12 7 -8 -9 15 -11 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=0.073492208041203849 0.73331710672378536 0.0068547598635360189 0.89827745914459234 0.64633618545532234 -0.091918099514075688 0.016692992853579242 0.96601049900054936 -0.34932464334699848 0.37509306124278474 0.53194190239906314 0.38196391189799594 0.32352628529071809 -0.60704794168472287 -0.0057967427937360115 0.39360261228349475 0.48481309700012204 0.046165679295857742 -0.24070766884940012 leaf_weight=3816 40 31332 22 30 140 5378 20 54 28 20 34 44 20 92963 36 20 27 35 leaf_count=3816 40 31332 22 30 140 5378 20 54 28 20 34 44 20 92963 36 20 27 35 internal_value=0 0.000938471 0.0408499 0.0375681 0.0356381 0.0399955 0.0779424 0.0130304 -0.00212722 -0.00230108 -0.00238699 -0.00249209 -0.171458 -0.0026075 0.585031 0.285938 0.21362 -0.121676 internal_weight=0 134019 9551 9493 9463 9268 3836 5432 124468 124393 124373 124339 195 124295 58 75 55 175 internal_count=134059 134019 9551 9493 9463 9268 3836 5432 124468 124393 124373 124339 195 124295 58 75 55 175 cat_boundaries=0 6 7 13 cat_threshold=2147516416 67239939 12356 157089920 134348867 8225 2856 571490944 537920528 1107578752 805339172 38912 557907984 is_linear=0 shrinkage=0.01 Tree=215 num_leaves=29 num_cat=3 split_feature=2 3 3 3 0 18 3 9 17 25 24 5 4 20 0 25 16 26 1 23 1 26 2 2 1 17 26 0 split_gain=167799 644695 179853 270615 154839 140190 134684 126310 116091 96088.3 95436.4 197790 81782.5 79443.9 78764.9 69229.6 63873.7 51725.5 107697 50150 42553 40839.4 29702.2 26660.6 27417.6 24928.9 22634.9 10697.4 threshold=161.35500000000005 364.99000000000007 11.040900000000002 27.234500000000004 15.577650000000002 751.80750000000012 150.51452500000002 1037.4750000000001 383.35000000000008 0 1 109.52500000000002 1048.2900000000002 284.66100000000012 192.77500000000003 2 8.0855000000000015 2022.5000000000002 156.28525000000005 248.55000000000004 150.51452500000002 2022.5000000000002 482.16800000000006 440.18000000000006 5.6142500000000011 524.22500000000014 2022.5000000000002 108.06300000000002 decision_type=2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 10 -4 6 7 -5 8 9 12 11 17 13 -1 23 21 25 18 -2 -17 27 -11 -19 24 -12 -10 -25 -6 right_child=1 -3 3 4 20 -7 -8 -9 16 15 14 -13 -14 -15 -16 19 -18 22 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 leaf_value=0.020589675109328427 0.10833676463102593 1.5060510797211617 1.4815176101922989 0.11343129502402413 -0.1666758610010147 0.83656702387332915 0.97844307449128898 0.75693211988969278 -0.028316197013854981 -0.049263729287796661 -0.058771758125773788 0.97657527923583987 0.66131270980834955 0.62193807601928708 -0.67276230118491431 -0.0039036006428844199 0.85359880651746478 0.027244252155098736 0.89425877761840822 0.49688844871520998 0.234721399307251 -0.31294006117459 -0.27780371189117431 -0.0070018452008565272 0.19331793663636695 0.38765987985274375 -0.35858248132340448 -0.49374435496330266 leaf_weight=15545 136 33 20 36 20 20 36 22 25 119 232 26 20 22 22 117369 21 158 20 20 20 116 40 30 53 34 47 20 leaf_count=15545 136 33 20 36 20 20 36 22 25 119 232 26 20 22 22 117369 21 158 20 20 20 116 40 30 53 34 47 20 internal_value=0 0.132848 0.0833765 0.397525 0.233284 -0.000597227 0.545937 -0.00072282 -0.000847873 -0.00107658 0.0208756 0.131288 0.0222463 0.0214395 -0.0894756 -0.00416876 0.379976 0.0729136 0.209096 -0.00381795 -0.1419 -0.172096 -0.0343816 -0.056499 -0.0118919 0.211399 -0.221603 -0.33021 internal_weight=0 949 916 152 132 133333 72 133313 133291 133211 764 380 15587 15567 384 117624 80 354 156 117389 60 235 198 362 285 59 77 40 internal_count=134282 949 916 152 132 133333 72 133313 133291 133211 764 380 15587 15567 384 117624 80 354 156 117389 60 235 198 362 285 59 77 40 cat_boundaries=0 6 7 11 cat_threshold=2148827136 393489 282896 415858688 134361155 20979744 2331 0 2 4 16777216 is_linear=0 shrinkage=0.01 Tree=216 num_leaves=24 num_cat=3 split_feature=2 3 7 25 3 18 9 17 25 2 26 20 6 25 6 3 16 10 2 26 2 17 5 split_gain=164460 631866 223647 170071 364061 137400 123796 113781 93695.4 88798.9 87759 77343.4 73040 67987.5 65819.5 86515.1 62602.6 48025.7 40366.3 40026.7 30467.9 24432.8 13909.5 threshold=161.35500000000005 364.99000000000007 225.07500000000002 0 11.040900000000002 751.80750000000012 1037.4750000000001 383.35000000000008 1 397.42490000000004 2022.5000000000002 284.66100000000012 109.24925000000002 2 120.26400000000001 155.97750000000002 8.0855000000000015 638.18750000000011 1048.2900000000002 2022.5000000000002 293.03820000000002 524.22500000000014 1.6530000000000002 decision_type=2 2 2 9 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 10 6 7 8 11 14 -2 12 -1 19 15 -5 21 -15 22 -10 -12 -9 -11 right_child=1 -3 -4 9 -6 -7 -8 16 13 18 20 -13 -14 17 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.026117917186247782 0.46313085324423653 1.4909905248699766 0.9038114818930626 0.063031592514752863 1.3561814189726307 0.82820139081776145 0.74936276522549716 -0.028033040237426757 -0.048771095676582402 -0.14235615264801751 0.085024186543055949 0.61571871280670165 -0.11406466390527981 -0.0037065990673687665 -0.39736184679228687 0.66609083023071292 0.84506282545271372 0.44367187015712262 -0.47659769389364459 -0.30981066103639276 -0.4270982234294598 0.38378327650182387 0.12504716981541025 leaf_weight=13762 35 33 32 491 31 20 22 25 119 168 21 22 382 118786 29 25 21 24 36 116 26 34 22 leaf_count=13762 35 33 32 491 31 20 22 25 119 168 21 22 382 118786 29 25 21 24 36 116 26 34 22 internal_value=0 0.131519 0.0825427 0.0528135 0.397822 -0.000591254 -0.000715592 -0.000839395 -0.00106581 -0.00287455 0.0840309 0.023237 0.0223319 -0.00395939 0.0661969 0.0922496 0.376177 -0.00361592 -0.169568 -0.170375 -0.198278 0.209285 -0.111394 internal_weight=0 949 916 884 113 133333 133313 133291 133211 771 82 14166 14144 119045 545 516 80 118810 226 235 47 59 190 internal_count=134282 949 916 884 113 133333 133313 133291 133211 771 82 14166 14144 119045 545 516 80 118810 226 235 47 59 190 cat_boundaries=0 3 9 13 cat_threshold=33554944 1048576 1024 2148827136 393489 282896 415858688 134361154 20979744 0 2 4 16777216 is_linear=0 shrinkage=0.01 Tree=217 num_leaves=23 num_cat=4 split_feature=2 9 13 4 1 0 18 9 17 2 2 0 25 20 24 25 16 8 25 23 26 17 split_gain=161187 456736 764201 199944 135421 238680 134666 121333 111517 107753 106574 98378.9 91830.8 75804.3 67476 66634.5 61356.8 52999.8 63436.7 49119.6 39230.2 23946.6 threshold=161.35500000000005 99.006000000000014 9.3700000000000028 15.582750000000003 166.69750000000002 118.92600000000002 751.80750000000012 1037.4750000000001 383.35000000000008 1048.2900000000002 482.16800000000006 202.39050000000006 0 284.66100000000012 1 2 8.0855000000000015 145.34500000000003 3 248.55000000000004 2022.5000000000002 524.22500000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 9 2 2 9 2 2 2 left_child=6 4 3 -3 9 10 7 8 12 11 -6 17 13 14 -1 20 21 18 -2 -17 -14 -10 right_child=1 2 -4 -5 5 -7 -8 -9 16 -11 -12 -13 15 -15 -16 19 -18 -19 -20 -21 -22 -23 leaf_value=0.047722168616306168 0.16774842692182418 2.2203944481336153 -0.69927308225631724 0.89045598506927492 0.49657535672187808 -0.24482113961250551 0.81991938543319709 0.74186915310946377 -0.027752709102630616 -0.52077622063019702 1.4133832332066125 0.55057045083296929 -0.048283385429061763 0.60956151138652448 0.0034739843983101521 -0.0036634955998035143 0.83661219960167299 0.42654031693935396 -0.046249575776664768 0.49195662260055545 -0.306712553994409 0.37994543860940377 leaf_weight=5945 178 26 20 20 32 31 20 22 25 34 21 38 119 22 8199 118790 21 32 517 20 116 34 leaf_count=5945 178 26 20 20 32 31 20 22 25 34 21 38 119 22 8199 118790 21 32 517 20 116 34 internal_value=0 0.130204 0.932635 1.64216 0.0702262 0.452167 -0.000585342 -0.000708436 -0.000831001 0.0300723 0.859839 0.0545544 -0.00105515 0.0230046 0.0221086 -0.0039198 0.372415 0.0286279 0.0103067 -0.00357976 -0.168671 0.207192 internal_weight=0 949 66 46 883 84 133333 133313 133291 799 53 765 133211 14166 14144 119045 80 727 695 118810 235 59 internal_count=134282 949 66 46 883 84 133333 133313 133291 799 53 765 133211 14166 14144 119045 80 727 695 118810 235 59 cat_boundaries=0 6 7 11 15 cat_threshold=2148827136 393489 282896 415858688 134361154 20979744 1077 0 2 4 16777216 32768 1048576 1024 4194304 is_linear=0 shrinkage=0.01 Tree=218 num_leaves=26 num_cat=5 split_feature=25 3 11 8 3 1 3 0 3 13 7 17 3 10 25 23 25 24 7 9 11 11 26 24 8 split_gain=147912 376758 158312 146405 84235.6 82044.1 212471 76445.2 72828.6 118598 100240 65657.3 105886 81688.9 63026.5 48194.2 45585.8 59837.6 42978.1 39278.5 32688.8 66818.1 31695.1 24334.2 1175.58 threshold=0 782.62500000000011 456.57400000000007 574.83500000000015 650.90000000000009 398.24814000000003 9.3117500000000017 52.172250000000012 72.992500000000021 205.70000000000002 156.43525000000002 25.375500000000006 43.669000000000011 10.846470000000002 1 248.55000000000004 2 3 650.90000000000009 678.37500000000011 549.10000000000002 756.4475000000001 2022.5000000000002 4 808.31735000000015 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 1 2 2 2 2 2 1 2 left_child=1 2 3 5 8 11 7 -7 14 10 16 13 -13 -1 22 18 17 -10 19 -16 -4 -22 -2 -18 -5 right_child=4 -3 20 24 -6 6 -8 -9 9 -11 -12 12 -14 -15 15 -17 23 -19 -20 -21 21 -23 -24 -25 -26 leaf_value=0.026793174311199885 -0.07744028785011986 0.97519309407188792 0.83585464763641359 -0.40566743162700108 -0.45122401702971687 0.22752815218532788 1.0837299374892162 -0.38326290607452396 0.32424866870671765 0.84065073519945144 0.66516687940668173 0.10646802461310609 0.72114579408399526 -0.079366966158271088 -0.0039047613794894066 0.48703706502914429 0.061277315378189083 0.048463028595118543 0.37455670881271358 -0.40032310485839845 0.012957269350687663 0.72321553597083466 -0.38854230998112604 -0.057168226418315725 -0.4902309108549549 leaf_weight=14140 66 42 20 35 42 85 26 27 109 20 27 292 31 764 117386 20 315 269 30 25 27 26 65 362 31 leaf_count=14140 66 42 20 35 42 85 26 27 109 20 27 292 31 764 117386 20 315 269 30 25 27 26 65 362 31 internal_value=0 0.0293305 0.0267871 0.0245892 -0.00346273 0.026608 0.269339 0.0802839 -0.00330458 0.0776115 0.0635072 0.0244082 0.165462 0.0213513 -0.00406287 -0.00380856 0.0481093 0.134296 -0.00389247 -0.00398917 0.491377 0.361386 -0.215364 -0.00196718 -0.445387 internal_weight=0 15546 15504 15431 118736 15365 138 112 118694 1102 1082 15227 323 14904 117592 117461 1055 378 117441 117411 73 53 131 677 66 internal_count=134282 15546 15504 15431 118736 15365 138 112 118694 1102 1082 15227 323 14904 117592 117461 1055 378 117441 117411 73 53 131 677 66 cat_boundaries=0 6 9 14 15 16 cat_threshold=2148843520 393489 20624 407470080 134361155 4202528 0 2 4 541066240 4096 671089984 0 16777216 641 1384 is_linear=0 shrinkage=0.01 Tree=219 num_leaves=25 num_cat=5 split_feature=2 3 7 25 3 18 9 17 24 2 25 20 6 25 16 5 23 24 5 17 14 4 2 0 split_gain=157277 614734 217809 166114 355190 131781 119209 108809 96557.6 103168 88170.6 74046 71457.3 64339.1 60029.7 48475.5 47435.1 38792.9 24846.2 23471.8 20499.3 18592.6 10210 25486 threshold=161.35500000000005 364.99000000000007 225.07500000000002 0 11.040900000000002 751.80750000000012 1037.4750000000001 383.35000000000008 1 397.42490000000004 2 284.66100000000012 109.24925000000002 3 8.0855000000000015 41.939000000000007 4.432500000000001 4 174.86250000000004 524.22500000000014 13.081875000000002 50.715049999999998 232.66575000000003 15.053400000000002 decision_type=2 2 2 9 2 2 2 2 1 2 9 2 2 9 2 2 2 1 2 2 2 2 2 2 left_child=5 2 3 4 22 6 7 10 18 15 11 12 -1 17 19 -10 -15 -12 20 -9 -5 -11 -2 -24 right_child=1 -3 -4 8 -6 -7 -8 14 9 21 13 -13 -14 16 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 leaf_value=0.025370068899975295 0.26062373575956926 1.4695275404959014 0.89078264474868774 -0.072925293777299963 1.3384621417137885 0.81108799523115149 0.73534703168002036 -0.028167644309997561 0.1869678936082384 -0.17873978892576348 -0.024833326339721681 0.60222916212948885 -0.11328307577608766 -0.003787231115450877 0.82701227755773632 0.68887613478161047 0.14592936757038225 -0.28848263454437256 -0.4259891553719839 0.37546813459957351 -0.35426765305655344 0.15444763660430907 0.17249938732868916 -0.25729871652343056 leaf_weight=13779 23 33 32 345 31 20 22 25 230 103 115 22 382 118581 21 21 212 120 24 34 28 20 37 22 leaf_count=13779 23 33 32 345 31 20 22 25 230 103 115 22 382 118581 21 21 212 120 24 34 28 20 37 22 internal_value=0 0.128613 0.0803045 0.0509659 0.39194 -0.000580397 -0.000702166 -0.000823653 -0.0040393 0.10976 -0.00104507 0.0225146 0.0216298 -0.00385393 0.367862 0.22896 -0.00351975 -0.165742 -0.111308 0.204436 -0.0940448 -0.124563 0.0819055 0.0122357 internal_weight=0 949 916 884 113 133333 133313 133291 771 374 133211 14183 14161 119028 80 251 118793 235 397 59 373 123 82 59 internal_count=134282 949 916 884 113 133333 133313 133291 771 374 133211 14183 14161 119028 80 251 118793 235 397 59 373 123 82 59 cat_boundaries=0 3 4 10 14 15 cat_threshold=33554944 1048576 1024 3780 2148827136 393489 283408 415858688 134361154 20979744 0 2 4 16777216 858 is_linear=0 shrinkage=0.01 Tree=220 num_leaves=18 num_cat=2 split_feature=9 2 25 6 0 2 3 11 1 5 7 24 22 2 9 12 9 split_gain=216290 176382 130237 192641 107001 113014 364465 92330.9 61789.1 144988 66793.8 56886.4 55633.6 52804.7 31580.5 35342.1 3807.29 threshold=1037.4750000000001 1048.2900000000002 0 783.48000000000013 1083.9006000000002 272.73498000000006 192.58100000000002 250.05000000000004 177.74775000000002 120.63500000000002 18.285000000000004 1 231.57000000000002 14.594500000000002 496.59492500000005 174.97500000000002 678.37500000000011 decision_type=2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 12 10 11 -10 14 -11 15 -4 -16 right_child=-2 -3 8 -5 -6 6 -8 -9 9 13 -12 -13 -14 -15 16 -17 -18 leaf_value=0.022388502795431104 0.93008613433837894 -0.72030785139869236 -0.0035323630575363665 0.78531278694377227 0.69832068681716919 0.11817299796984745 1.5520332932472229 0.30856700069025944 0.27127225114949166 1.0480738315582274 -0.35626519312461219 0.018194668214005161 0.4346601650632661 0.32140563106536868 -0.17444399038950603 0.11385793858001204 -0.3544916478447292 leaf_weight=10190 25 34 123152 34 24 156 20 114 116 20 36 322 29 20 24 257 23 leaf_count=10190 25 34 123152 34 24 156 20 114 116 20 36 322 29 20 24 257 23 internal_value=0 -0.00014078 4.12194e-05 0.0337743 0.0313738 0.0298465 0.281112 0.0255547 -0.00282807 0.106586 0.0577962 0.0918286 -0.00328373 0.68474 -0.0033866 -0.0032879 -0.262552 internal_weight=0 134571 134537 10538 10504 10480 176 10304 123999 514 474 438 123485 40 123456 123409 47 internal_count=134596 134571 134537 10538 10504 10480 176 10304 123999 514 474 438 123485 40 123456 123409 47 cat_boundaries=0 6 7 cat_threshold=2152759296 131074 4180 285835392 139843 16777249 1036 is_linear=0 shrinkage=0.01 Tree=221 num_leaves=20 num_cat=1 split_feature=9 2 25 4 11 5 5 5 1 5 7 2 2 9 9 4 9 9 5 split_gain=211986 172872 127644 188708 162192 340651 108702 167018 60622.2 142075 65484.1 56047.8 51753.9 30976.6 28852.8 27290.1 19877.1 3731.53 838.247 threshold=1037.4750000000001 1048.2900000000002 0 779.31175000000019 232.77000000000001 125.2 442.27000000000004 366.02500000000003 177.74775000000002 120.63500000000002 18.285000000000004 161.35500000000005 14.594500000000002 496.59492500000005 370.88500000000005 441.87500000000006 15.582750000000003 678.37500000000011 545.08500000000015 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 16 7 -1 13 10 11 -10 -11 14 15 -4 -6 -15 -8 right_child=-2 -3 8 -5 5 -7 18 -9 9 12 -12 -13 -14 17 -16 -17 -18 -19 -20 leaf_value=0.027293985018043258 0.92078531341552738 -0.71310477074454814 -0.0031102176891678037 0.78848627379446312 0.21483177000162554 1.5115961057489569 -0.2795453441143036 0.77452693748474122 0.060854722195849149 1.0375930867195129 -0.35270253625180986 0.51579620032474915 0.31819156932830811 -0.17269955138365428 0.25001483408610026 -0.16674751634691276 -0.1310991053581238 -0.35094672949417777 -0.34930831330721496 leaf_weight=10250 25 34 123291 33 98 22 24 30 409 20 36 29 20 24 45 102 20 23 61 leaf_count=10250 25 34 123291 33 98 22 24 30 409 20 36 29 20 24 45 102 20 23 61 internal_value=0 -0.000139157 4.10224e-05 0.0334366 0.0310965 0.36919 0.0265299 0.0294746 -0.00279955 0.105576 0.0572793 0.0909764 0.677892 -0.00325089 -0.00315316 -0.00324548 0.156199 -0.259927 -0.329611 internal_weight=0 134571 134537 10538 10505 140 10365 10280 123999 514 474 438 40 123485 123438 123393 118 47 85 internal_count=134596 134571 134537 10538 10505 140 10365 10280 123999 514 474 438 40 123485 123438 123393 118 47 85 cat_boundaries=0 6 cat_threshold=2152759296 131074 4180 285835392 139843 16777249 is_linear=0 shrinkage=0.01 Tree=222 num_leaves=18 num_cat=2 split_feature=9 2 25 6 0 2 3 11 1 5 3 22 2 24 9 23 9 split_gain=207768 169432 125104 187812 104536 110336 356564 88594.9 59415.8 139248 64393.4 54540.3 50724 47689.2 30335.8 29523.7 3657.27 threshold=1037.4750000000001 1048.2900000000002 0 783.48000000000013 1083.9006000000002 272.73498000000006 192.58100000000002 250.05000000000004 177.74775000000002 120.63500000000002 255.16525000000004 231.57000000000002 14.594500000000002 1 496.59492500000005 232.65000000000001 678.37500000000011 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 2 3 4 5 7 -7 -1 11 10 13 14 -11 -10 15 -4 -16 right_child=-2 -3 8 -5 -6 6 -8 -9 9 12 -12 -13 -14 -15 16 -17 -18 leaf_value=0.021880004771338033 0.91157745513916011 -0.70597372475792386 -0.0032857710338253248 0.77516141779282521 0.6899527897437413 0.1163294036571796 1.534563419342041 0.30220878659633171 -0.087480440158396955 1.0272171511650086 -0.45941979760709017 0.43040110127679237 0.31500964641571044 0.14181640537765214 -0.17097255627314251 0.38095708036422726 -0.34743726025456967 leaf_weight=10190 25 34 123389 34 24 156 20 114 118 20 23 29 20 333 24 20 23 leaf_count=10190 25 34 123389 34 24 156 20 114 118 20 23 29 20 333 24 20 23 internal_value=0 -0.000137766 4.06122e-05 0.0331022 0.0307318 0.0292221 0.277492 0.0249815 -0.00277156 0.10452 0.0567065 -0.00321838 0.671113 0.0830278 -0.00332024 -0.0032235 -0.257328 internal_weight=0 134571 134537 10538 10504 10480 176 10304 123999 514 474 123485 40 451 123456 123409 47 internal_count=134596 134571 134537 10538 10504 10480 176 10304 123999 514 474 123485 40 451 123456 123409 47 cat_boundaries=0 6 7 cat_threshold=2152759296 131074 4180 285835392 139843 16777249 2083 is_linear=0 shrinkage=0.01 Tree=223 num_leaves=20 num_cat=2 split_feature=9 2 25 4 11 5 5 5 1 5 7 24 22 2 9 12 9 9 5 split_gain=203633 166061 122726 184149 156488 332850 106641 163725 58591.2 136293 63971.2 55408.9 53456.8 49714.5 29730.4 34974 19449.4 3584.49 830.464 threshold=1037.4750000000001 1048.2900000000002 0 779.31175000000019 232.77000000000001 125.2 442.27000000000004 366.02500000000003 177.74775000000002 120.63500000000002 18.285000000000004 1 231.57000000000002 14.594500000000002 496.59492500000005 174.97500000000002 15.582750000000003 678.37500000000011 545.08500000000015 decision_type=2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 3 4 6 16 7 -1 12 10 11 -10 14 -11 15 -4 -6 -16 -8 right_child=-2 -3 8 -5 5 -7 18 -9 9 13 -12 -13 -14 -15 17 -17 -18 -19 -20 leaf_value=0.026706523784347916 0.90246166076660161 -0.69891397921478049 -0.0034414907837414794 0.77860179843324606 0.20998497223367499 1.4917742278359154 -0.27696868737538655 0.76653140004475917 0.26688319892637313 1.0169449825286865 -0.34868435399399866 0.017067247251009294 0.42609708391386891 0.31185954189300541 -0.16926282942295076 0.11356337123899721 -0.13220383310317993 -0.34396288871765135 -0.3464070176296547 leaf_weight=10286 25 34 123118 33 98 22 24 30 116 20 36 321 29 20 24 256 20 23 61 leaf_count=10286 25 34 123118 33 98 22 24 30 116 20 36 321 29 20 24 256 20 23 61 internal_value=0 -0.000136348 4.02464e-05 0.0327257 0.0304217 0.362525 0.0259515 0.028858 -0.00275023 0.103899 0.0564987 0.0898777 -0.00319363 0.664402 -0.0032945 -0.00319871 0.151987 -0.254754 -0.326801 internal_weight=0 134571 134537 10574 10541 140 10401 10316 123963 513 473 437 123450 40 123421 123374 118 47 85 internal_count=134596 134571 134537 10574 10541 140 10401 10316 123963 513 473 437 123450 40 123421 123374 118 47 85 cat_boundaries=0 6 7 cat_threshold=2152759296 131074 266324 285835392 139843 16777249 1036 is_linear=0 shrinkage=0.01 Tree=224 num_leaves=32 num_cat=6 split_feature=9 25 4 6 5 11 5 5 1 5 7 24 1 1 1 12 24 12 9 6 6 25 24 25 0 6 6 18 7 12 5 split_gain=199581 111293 181459 165980 235867 105163 93740.6 170834 56261 134159 62292.2 55329.1 51345.9 43490.1 40528.2 39790.8 61858.2 81684.1 54061.4 30370.9 92557.3 29182.4 46347.2 36425.4 32718.3 31303.7 142134 32599.7 22652.5 5453.98 1138.3 threshold=1037.4750000000001 0 779.31175000000019 442.89500000000004 80.262500000000017 756.4475000000001 442.27000000000004 366.02500000000003 177.74775000000002 120.63500000000002 18.285000000000004 1 543.20000000000016 233.61825000000005 398.24814000000003 174.97500000000002 2 213.3887 48.206500000000005 783.48000000000013 545.08500000000015 3 4 5 26.564000000000004 161.20500000000004 186.65435000000002 191.10000000000005 12.784500000000003 546.82000000000005 783.48000000000013 decision_type=2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 9 1 9 2 2 2 2 2 2 2 left_child=1 2 3 5 19 6 7 -1 15 10 11 14 -13 -11 -10 21 28 -18 -19 20 -5 22 23 -3 -24 27 -27 -23 29 -17 -8 right_child=-2 8 -4 4 -6 -7 30 -9 9 13 -12 12 -14 -15 -16 16 17 18 -20 -21 -22 25 24 -25 -26 26 -28 -29 -30 -31 -32 leaf_value=0.023806320321277077 0.89343704223632814 -0.043867413997326715 0.77081581635908647 0.46238312482833865 1.382145634605771 0.7490375776290894 -0.32546686431108895 0.77947850720087686 0.16936114782848991 0.32802295494079586 -0.34519751108354996 0.067149529249017889 -0.2938112887092259 0.98749355220794688 0.58365825017293294 -0.015212646658005922 0.84272475157271731 0.060777774878910611 0.63928075647354132 0.46518167376518249 -0.42535474777221682 -0.0069597110753366054 0.011292475051830174 -0.0020965517917546088 0.072915940750679392 0.82606513543128968 8.4076061248779295e-05 0.29402480290995703 -0.34057928516751246 0.16699088191986086 -0.24981211249033611 leaf_weight=10711 25 2524 33 24 21 20 59 30 83 20 36 275 46 20 33 92 22 84 20 24 23 88107 19230 11875 902 25 125 36 21 20 30 leaf_count=10711 25 2524 33 24 21 20 59 30 83 20 36 275 46 20 33 92 22 84 20 24 23 88107 19230 11875 902 25 125 36 21 20 30 internal_value=0 -0.000134773 0.0303685 0.0281631 0.451125 0.0245767 0.0232389 0.0259169 -0.00284561 0.10166 0.054633 0.0875709 0.0149571 0.657758 0.264426 -0.00328141 0.120537 0.267874 0.172028 0.175752 0.0279582 -0.00354251 0.00425138 -0.00944393 0.0140465 -0.0065904 0.137748 -0.00683678 -0.0364469 0.0173237 -0.299965 internal_weight=0 134571 10975 10942 92 10850 10830 10741 123596 513 473 437 321 40 116 123083 259 126 104 71 47 122824 34531 14399 20132 88293 150 88143 133 112 89 internal_count=134596 134571 10975 10942 92 10850 10830 10741 123596 513 473 437 321 40 116 123083 259 126 104 71 47 122824 34531 14399 20132 88293 150 88143 133 112 89 cat_boundaries=0 6 7 8 14 15 21 cat_threshold=2152759296 132098 266324 822706304 139843 16842785 1036 2730 537149952 1050881 167798017 3364098080 184588288 536887824 2952 0 0 16640 1082130432 33560576 16384 is_linear=0 shrinkage=0.01 Tree=225 num_leaves=28 num_cat=4 split_feature=0 4 9 9 25 17 24 5 0 0 1 1 0 0 9 6 1 1 25 24 6 9 26 0 26 26 0 split_gain=141967 440028 191121 106104 98098.3 112143 77397.4 96609.7 73827.9 91237.3 63690.7 69895.5 60695.9 382589 358731 189541 75406 83571.2 67385.9 273101 48626.8 46508.9 43956.8 33597.5 19938.5 14912.3 13195.2 threshold=292.11750000000001 242.64500000000001 27.301200000000005 1037.4750000000001 0 524.22500000000014 1 100.88775000000003 430.17000000000002 638.18750000000011 789.60480000000007 543.20000000000016 7.1319000000000008 8.5230000000000015 110.69500000000002 161.20500000000004 438.37500000000006 789.60480000000007 2 3 650.90000000000009 496.59492500000005 2022.5000000000002 362.49400000000003 2022.5000000000002 2022.5000000000002 430.17000000000002 decision_type=2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=3 2 6 4 12 10 8 23 25 -10 11 21 16 -14 15 -15 18 22 19 -1 -20 -6 -18 24 -8 -2 -25 right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 -12 -13 13 14 -16 -17 17 -19 20 -21 -22 -23 -24 26 -26 -27 -28 leaf_value=0.50504624737252435 -0.13075220284291678 1.4914974840482078 0.86029928861125826 0.60425696142788587 -0.0031611627232327826 0.66653416976928714 -0.011498192548751831 -0.70153403759002686 0.81906591441180254 0.09583441441709345 -0.40225632345676426 0.42011683201178529 1.4786708261966706 0.0015154874043168741 1.232400211921105 0.74531441079245664 0.25367890040079755 -0.08179917454719543 0.014916378083431726 -0.049227328638928806 -0.45579707882621073 -0.28887486825909531 0.83689600927489138 -0.21369632467931632 0.29846257637958135 0.17588849560967809 -0.02230336457490921 leaf_weight=129 35 24 31 29 123445 25 36 21 37 33 40 39 20 709 26 36 24 32 9002 248 22 57 28 49 49 29 136 leaf_count=129 35 24 31 29 123445 25 36 21 37 33 40 39 20 709 26 36 24 32 9002 248 22 57 28 49 49 29 136 internal_value=0 0.171733 0.102272 -0.000552894 -0.000683901 -0.00315281 0.0469801 -0.0465975 0.236058 0.478114 -0.00328854 -0.00315936 0.0289885 0.113175 0.0777538 0.0374574 0.0219983 0.320283 0.0193331 0.148581 0.0137536 -0.00329303 0.567719 0.00261613 0.167185 0.00819436 -0.0729966 internal_weight=0 480 456 133911 133882 123606 425 291 134 70 123581 123541 10276 791 771 745 9485 84 9401 377 9024 123502 52 270 85 64 185 internal_count=134391 480 456 133911 133882 123606 425 291 134 70 123581 123541 10276 791 771 745 9485 84 9401 377 9024 123502 52 270 85 64 185 cat_boundaries=0 6 7 12 13 cat_threshold=2182381568 67239939 266452 420315136 134230082 16785408 834 2147483648 2 4 16842752 8192 1316 is_linear=0 shrinkage=0.01 Tree=226 num_leaves=27 num_cat=3 split_feature=0 4 3 18 9 25 17 25 0 1 1 0 0 9 6 1 1 25 0 6 26 9 26 26 0 1 split_gain=139141 431272 253767 144493 103992 96172.9 109911 84946.2 73388.3 62423.3 68504.6 59481.7 374976 351593 185769 73903 81908.1 66161.6 56504.9 47659.1 46023.3 45647.5 43082.1 26212.3 8047.05 5354.35 threshold=292.11750000000001 242.64500000000001 273.10998000000006 1.0000000180025095e-35 1037.4750000000001 0 524.22500000000014 1 539.75000000000011 789.60480000000007 543.20000000000016 7.1319000000000008 8.5230000000000015 110.69500000000002 161.20500000000004 438.37500000000006 789.60480000000007 2 362.49400000000003 650.90000000000009 2022.5000000000002 678.37500000000011 2022.5000000000002 2022.5000000000002 311.36400000000009 113.87250000000002 decision_type=2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=4 2 3 7 5 11 9 8 18 10 21 15 -13 14 -14 17 22 23 -2 -19 -10 -7 -17 -1 -9 -26 right_child=1 -3 -4 -5 -6 6 -8 24 20 -11 -12 12 13 -15 -16 16 -18 19 -20 -21 -22 -23 -24 -25 25 -27 leaf_value=0.067067568541210612 0.12582813183466593 1.4765825335184732 1.2026947731971742 0.88097934733331207 0.59821439019564926 -0.0031701973598007439 0.65986882934570323 0.076185613188051407 0.24605806951169615 -0.39823375868797301 0.41591563982841295 1.4638840823173525 0.0015003338439340146 1.2200762167343728 0.73786127885182695 0.25114212751388548 -0.080981188416481026 0.01476721384761397 0.75581179922819131 -0.45123910730535338 -0.37813339097159249 -0.41439003343935371 0.82852705562753348 0.23384062174746867 -0.081130514302606246 -0.24720367159162249 leaf_weight=187 24 24 20 20 29 123475 25 31 27 40 39 20 709 26 36 24 32 9002 35 22 21 27 28 190 257 21 leaf_count=187 24 24 20 20 29 123475 25 31 27 40 39 20 709 26 36 24 32 9002 35 22 21 27 28 190 257 21 internal_value=0 0.170016 0.101249 0.0507238 -0.000547025 -0.000676722 -0.00312128 0.0108077 0.240821 -0.00325566 -0.00312777 0.0287031 0.112043 0.0769763 0.0370829 0.0217832 0.317081 0.0191446 0.499547 0.013616 -0.0270257 -0.0032601 0.562042 0.147213 -0.0742322 -0.0936756 internal_weight=0 480 456 436 133911 133882 123606 416 107 123581 123541 10276 791 771 745 9485 84 9401 59 9024 48 123502 52 377 309 278 internal_count=134391 480 456 436 133911 133882 123606 416 107 123581 123541 10276 791 771 745 9485 84 9401 59 9024 48 123502 52 377 309 278 cat_boundaries=0 6 7 12 cat_threshold=2182381568 67239939 266452 420315136 134230082 16785408 4227072 2147483648 2 4 16842752 8192 is_linear=0 shrinkage=0.01 Tree=227 num_leaves=25 num_cat=5 split_feature=0 4 2 18 2 25 6 5 2 6 1 25 5 25 24 11 22 1 1 0 25 0 0 6 split_gain=136372 422689 274571 150702 127199 85084.8 238659 534866 110488 106432 78687.2 68771.1 68655.2 63802 339925 76843.4 42379.6 39728.8 45860.5 36314.4 33565.4 32409 53721.7 30362.7 threshold=292.11750000000001 242.64500000000001 161.35500000000005 1.0000000180025095e-35 1048.2900000000002 0 442.89500000000004 80.262500000000017 272.73498000000006 18.725000000000005 25.371000000000002 1 3.4365000000000001 2 3 456.57400000000007 231.57000000000002 789.60480000000007 481.77300000000008 311.36400000000009 4 332.39451000000003 539.75000000000011 650.90000000000009 decision_type=2 2 2 2 2 9 2 2 2 2 2 9 2 9 1 2 2 2 2 2 9 2 2 2 left_child=4 2 3 11 5 6 8 23 13 10 -10 21 19 14 -1 -15 17 18 20 -13 -7 -2 -23 -8 right_child=1 -3 -4 -5 -6 16 7 -9 9 -11 -12 12 -14 15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 leaf_value=0.56876393898010258 -0.14640280485153198 1.4618167225519816 0.90261804562348591 0.87216955205798141 0.55636625345160318 -0.021804819358211793 0.33609263973851355 1.9798275833129884 0.079668424657527229 0.9439905166625977 0.63341916853381741 0.31364307928085328 -0.57832414927305997 0.010808292241938491 -0.080868784518952061 0.38528718826987529 0.36609654365047334 -0.3269817052389446 0.30544818381468458 -0.086608905860916574 -0.0021450253615517569 0.57132401344103689 0.058798623639483787 -0.096627108630012074 leaf_weight=115 20 24 39 20 41 9428 31 20 149 20 31 25 27 14801 225 55 31 38 48 243 108844 39 43 34 leaf_count=115 20 24 39 20 41 9428 31 20 149 20 31 25 27 14801 225 55 31 38 48 243 108844 39 43 34 internal_value=0 0.168315 0.100236 0.0251935 -0.000541554 -0.000712117 0.0213267 0.549766 0.0184231 0.251932 0.175037 -0.0174754 -0.0944906 0.0153498 0.148832 0.0121865 -0.0035955 -0.00369263 -0.0035888 -0.049272 -0.00371422 0.195374 0.302561 0.109747 internal_weight=0 480 456 417 133911 133870 15481 85 15396 200 180 397 295 15196 340 14856 118389 118358 118320 268 118272 102 82 65 internal_count=134391 480 456 417 133911 133870 15481 85 15396 200 180 397 295 15196 340 14856 118389 118358 118320 268 118272 102 82 65 cat_boundaries=0 6 9 14 15 21 cat_threshold=2148827136 68288515 267476 421363712 134230083 16785408 32768 0 1024 2147483648 2 4 16777216 8192 1348 1078069250 3226224640 2164260864 541086729 1078594064 2098212 is_linear=0 shrinkage=0.01 Tree=228 num_leaves=18 num_cat=1 split_feature=0 4 3 18 9 24 22 7 6 6 3 3 1 26 0 0 0 split_gain=133658 414278 248173 138951 101506 89898.2 61662.6 61610.4 60631.9 129283 235710 140727 55617.7 31459.1 25331.7 6058.23 5893.66 threshold=292.11750000000001 242.64500000000001 273.10998000000006 1.0000000180025095e-35 1037.4750000000001 0 231.57000000000002 1042.2668000000001 1043.5418000000002 442.89500000000004 77.170100000000005 1048.2900000000002 44.610000000000007 2022.5000000000002 393.76511200000004 362.49400000000003 362.49400000000003 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 5 6 13 7 8 9 11 -11 -1 14 16 -7 -15 -2 right_child=1 -3 -4 -5 -6 12 -8 -9 -10 10 -12 -13 -14 15 -16 -17 -18 leaf_value=-0.00074850715181807486 0.12217309915102446 1.4471985093752542 1.1884735198020935 0.86344783419370663 0.59102609568628772 -0.043432153143485391 0.40210630216096577 -0.46165097401059912 -0.49310336799621585 0.13518675038370037 1.3091979690790176 -0.68572671635945637 0.59212549392993641 -0.15108047899446989 0.19534764071123317 -0.30606547136306761 -0.055209017209152673 leaf_weight=133622 26 24 20 20 29 75 38 29 25 118 20 30 26 38 109 75 67 leaf_count=133622 26 24 20 20 29 75 38 29 25 118 20 30 26 38 109 75 67 internal_value=0 0.166632 0.099234 0.0492689 -0.000535792 0.0101257 -0.00066393 -0.000778281 -0.000678402 -0.000586388 0.305333 -0.00090226 0.151958 -0.135271 0.0980189 -0.253947 -0.00561832 internal_weight=0 480 456 436 133911 416 133882 133844 133815 133790 138 133652 210 206 184 113 93 internal_count=134391 480 456 436 133911 416 133882 133844 133815 133790 138 133652 210 206 184 113 93 cat_boundaries=0 1 cat_threshold=183 is_linear=0 shrinkage=0.01 Tree=229 num_leaves=34 num_cat=4 split_feature=25 0 5 2 26 2 6 8 24 25 5 2 9 12 6 20 8 6 7 25 23 5 26 2 5 5 23 0 26 23 0 2 6 split_gain=131058 323865 1.04483e+06 92190.6 87016.8 81993.9 78597.6 118052 77158.8 159862 125786 81833.5 74601.7 60824.3 229739 61090.2 59701.6 58593.1 53417.3 43645.8 38191.6 35806.2 35143.1 33035.8 80351.2 35116.7 32291.8 31474.7 22625 12568.1 12168.4 6176.59 2105.48 threshold=0 292.11750000000001 120.63500000000002 46.789800000000007 2022.5000000000002 783.48000000000013 319.87968000000006 5.6142500000000011 1 2 401.66700000000003 648.37500000000011 797.90800000000002 37.571650000000012 296.0025 77.787000000000006 5.0100000000000007 483.07500000000005 549.10000000000002 3 4.8450000000000006 232.66575000000003 2022.5000000000002 185.76000000000002 254.97775000000004 366.02500000000003 26.263750000000005 393.76511200000004 2022.5000000000002 14.588000000000001 478.01250000000005 1048.2900000000002 650.90000000000009 decision_type=9 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 4 30 12 8 17 9 28 16 18 13 20 15 19 -11 -8 21 -15 23 -10 26 25 -25 -2 -22 -6 -1 -24 -3 -7 -19 right_child=5 2 -4 -5 27 31 7 -9 11 10 -12 -13 -14 14 -16 -17 -18 32 -20 -21 22 -23 29 24 -26 -27 -28 -29 -30 -31 -32 -33 -34 leaf_value=0.302519039362669 -0.0036564921427433695 -0.13866528877845177 2.6264051856994626 -0.39862913567086927 0.85987192071002472 0.28895003931862967 0.51038980897229447 1.002245666861534 0.0025781732420907932 0.05549546055246226 0.66427361517241512 0.56976381945610044 0.48032330572605136 0.10297156816893288 1.1270476377010346 0.51853744860048656 -0.13338995376778714 -0.16237873268127442 -0.47450996478398644 -0.01131282256643641 0.15266107620937486 -0.23229667793620717 0.39645741202110463 0.052041770034253219 0.69925774383544925 -0.15574600419715831 -0.22212356799688096 0.37797524603930382 0.57055516258362804 0.17001178967325312 0.1546850992787269 0.50520368957519535 -0.024722207641601563 leaf_weight=64 124885 26 20 23 23 28 26 20 3916 2568 33 25 32 578 20 27 179 20 24 776 56 66 43 469 20 152 39 33 62 57 31 25 25 leaf_count=64 124885 26 20 23 23 28 26 20 3916 2568 33 25 32 578 20 27 179 20 24 776 56 66 43 469 20 152 39 33 62 57 31 25 25 internal_value=0 0.0415849 0.492306 0.178468 0.295931 -0.0022875 0.0316394 0.32362 0.0278092 0.0669726 0.0503787 -0.000588864 -0.00245159 -0.00257312 0.0629528 0.0475423 0.0431873 0.132458 -0.0041497 0.0381502 -0.00330332 -0.00131478 0.136536 -0.00352056 0.0785128 -0.00384138 -0.00119788 0.575897 0.402468 0.267383 0.0208762 0.390956 -0.0859029 internal_weight=0 7184 156 136 113 127207 7028 91 6937 2906 2780 4031 127154 127122 1401 1381 2747 71 4006 1354 125721 3982 195 125526 489 125037 95 56 126 100 57 53 45 internal_count=134391 7184 156 136 113 127207 7028 91 6937 2906 2780 4031 127154 127122 1401 1381 2747 71 4006 1354 125721 3982 195 125526 489 125037 95 56 126 100 57 53 45 cat_boundaries=0 6 7 12 18 cat_threshold=2148827136 67239938 4116 286064640 8258 16785408 868 0 2 4 16777216 8192 276907008 4352 538987776 131072 1 536870912 is_linear=0 shrinkage=0.01 Tree=230 num_leaves=22 num_cat=2 split_feature=3 26 25 4 1 5 24 26 7 7 9 4 1 5 11 4 4 9 7 4 26 split_gain=220596 324453 135260 141890 94904.7 313395 108496 159608 82335.2 98771.4 76321.6 62861.5 54230.1 49619.1 49300.4 45624.7 40659.2 40154.8 29982.5 7565.06 6765.83 threshold=782.62500000000011 2022.5000000000002 0 1048.2900000000002 172.67400000000001 174.86250000000004 1 2022.5000000000002 442.89500000000004 783.48000000000013 797.90800000000002 293.48250000000002 481.77300000000008 650.90000000000009 650.90000000000009 543.53000000000009 337.69674000000003 239.74250000000004 549.10000000000002 441.87500000000006 2022.5000000000002 decision_type=2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 8 6 7 -6 10 18 11 -1 -8 14 15 16 17 -4 -10 -18 -17 right_child=1 -3 13 -5 5 -7 12 -9 9 -11 -12 -13 -14 -15 -16 20 19 -19 -20 -21 -22 leaf_value=0.02103773441383059 -0.3815645297368368 1.0527366700379743 -0.0045601232466871387 0.79293385346730549 0.48737557458877562 1.1364496698687154 0.0037630879962360941 -0.027677483168141594 0.32918262896330464 -0.12956687762819488 -0.58401102338518418 -0.1710579748694287 -0.39770084922963927 0.38914951235055922 0.49176523327827454 -0.17121815500259399 0.29422450999824368 -0.15487247474407881 0.81265643481550542 0.10479115094687488 -0.39396477611859637 leaf_weight=17789 24 46 114974 24 125 31 143 116 23 29 21 172 44 32 20 25 49 178 29 37 30 leaf_count=17789 24 46 114974 24 125 31 143 116 23 29 21 172 44 32 20 25 49 178 29 37 30 internal_value=0 0.560976 -0.000540993 0.0245175 0.023535 0.165535 0.0952118 0.229926 0.0199266 0.338035 0.0184937 0.0191982 -0.086095 -0.0045718 -0.00468146 -0.00476758 -0.00463014 -0.00479247 0.598812 0.212724 -0.292716 internal_weight=0 70 133891 18546 18522 459 428 241 18063 81 17982 17961 187 115345 115313 115293 115238 115152 52 86 55 internal_count=133961 70 133891 18546 18522 459 428 241 18063 81 17982 17961 187 115345 115313 115293 115238 115152 52 86 55 cat_boundaries=0 6 7 cat_threshold=38846464 67108867 25040 298090496 167916033 2179105 1340 is_linear=0 shrinkage=0.01 Tree=231 num_leaves=41 num_cat=10 split_feature=25 5 0 1 7 4 24 0 6 1 8 2 10 4 25 5 5 25 26 25 24 24 25 1 26 4 25 12 6 23 0 1 5 1 25 8 26 4 10 26 split_gain=155191 307568 541805 351848 167338 143317 104277 329992 725836 173596 80326.2 76996.5 53452.2 53373.6 51080.1 48330.5 81825.6 47978.7 45566.4 45365.7 69249.8 38392.6 139859 192592 201960 55953.9 49332.3 46856 71369.1 43672.5 43336.8 40652.5 41611.8 24473.9 21845.5 13819.2 9879.83 4136.22 2604.7 1544.25 threshold=0 172.35100000000003 202.39050000000006 118.78000000000002 31.857000000000003 648.37500000000011 1 8.0855000000000015 8.0855000000000015 48.621081000000011 139.99850000000004 1048.2900000000002 333.67962000000006 293.48250000000002 2 232.66575000000003 192.26595000000003 3 2022.5000000000002 4 5 6 7 398.24814000000003 2022.5000000000002 400.30000000000007 8 93.857500000000016 48.180700000000009 13.455000000000002 393.76511200000004 233.61825000000005 60.372500000000009 194.58675000000002 9 247.77000000000001 2022.5000000000002 400.30000000000007 543.20000000000016 2022.5000000000002 decision_type=9 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 9 2 9 1 1 9 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 5 3 4 15 6 7 10 9 -9 14 19 13 17 -1 16 -3 -8 -17 20 36 26 23 25 -25 -23 30 29 -29 -24 33 34 -33 -21 -28 -12 -2 -15 -14 -22 right_child=11 2 -4 -5 -6 -7 12 8 -10 -11 35 -13 38 37 -16 18 -18 -19 -20 21 39 22 27 24 -26 -27 31 28 -30 -31 -32 32 -34 -35 -36 -37 -38 -39 -40 -41 leaf_value=0.13166750189901769 -0.020541124703749171 -0.073571420655106051 1.9374995940072197 1.5109915972296148 0.9552453150068011 0.6806595078286003 0.0028466038406888762 0.06560698124670214 1.9511248542522563 0.95044770311426241 0.67912209367752074 0.56351885636647547 -0.24996297149658206 -0.36576764948227825 0.0042184513528542274 0.14102471533275787 0.70342257167982014 0.098957472012311531 -0.2803202191266147 -0.034572916159870591 -0.23695639449429798 0.043051950447371673 -0.0026689802430942865 1.4183699934823173 0.075531059106190998 0.50807121680333067 0.016270583677876826 0.078314184465429246 0.64114526901245117 0.24723824865477426 -0.36846490842103963 0.093967035513008598 0.58882400155067449 -0.20394239159836164 -0.0086737941410309129 0.30738079833984377 0.1725453657474158 -0.1897950978712602 -0.39581113894780479 -0.29777531680606661 leaf_weight=425 53 33 21 20 21 34 4592 124 29 27 20 24 25 34 1150 42 23 576 66 4409 83 5402 67938 21 24 26 3806 228 25 70 40 113 20 87 44127 20 53 22 24 84 leaf_count=425 53 33 21 20 21 34 4592 124 29 27 20 24 25 34 1150 42 23 576 66 4409 83 5402 67938 21 24 26 3806 228 25 70 40 113 20 87 44127 20 53 22 24 84 internal_value=0 0.0444659 0.4077 0.250989 0.114773 0.0329696 0.029854 0.0954453 0.502111 0.223824 0.0507113 -0.00283572 0.00733088 0.0104283 0.0394722 0.00715101 0.245551 0.0137556 -0.116464 -0.00294331 -0.129414 -0.00265956 0.00199665 0.0505882 0.702189 0.0452794 -0.00918546 -0.00190614 0.13393 -0.00241175 -0.0406761 -0.00620584 0.168382 -0.0378503 -0.00669156 0.493251 0.0694502 -0.296636 -0.321399 -0.252432 internal_weight=0 7328 226 205 185 7102 7068 1795 180 151 1615 126633 5273 5224 1575 164 56 5168 108 126609 273 126336 73734 5473 45 5428 52602 68261 253 68008 4536 48066 133 4496 47933 40 106 56 49 167 internal_count=133961 7328 226 205 185 7102 7068 1795 180 151 1615 126633 5273 5224 1575 164 56 5168 108 126609 273 126336 73734 5473 45 5428 52602 68261 253 68008 4536 48066 133 4496 47933 40 106 56 49 167 cat_boundaries=0 6 7 12 17 23 24 25 31 37 43 cat_threshold=1081344 67108867 8192 285474816 33689601 33 266 0 1 0 16777216 4097 32768 1 0 17039360 4097 0 0 4 134217728 64 8192 856 2952 4456448 393216 1073762752 1623228416 134226432 16384 2151677952 393744 1074024832 1078034560 134244864 16896 384 66816 18 33566724 2 33554496 is_linear=0 shrinkage=0.01 Tree=232 num_leaves=20 num_cat=1 split_feature=3 26 0 25 8 7 6 0 5 0 3 11 5 4 9 7 26 8 8 split_gain=215405 317786 138129 119186 112607 101916 335972 100104 70089.8 235002 47400 43351 40987.6 39185.3 36270.7 8399.64 4333.95 1369.16 3304.82 threshold=782.62500000000011 2022.5000000000002 1083.9006000000002 0 404.00100000000003 442.89500000000004 27.286500000000004 89.32950000000001 80.262500000000017 202.39050000000006 400.30000000000007 650.90000000000009 650.90000000000009 543.53000000000009 496.59492500000005 650.90000000000009 2022.5000000000002 493.30000000000007 808.31735000000015 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 8 15 17 10 -10 -1 12 13 14 -5 -7 -15 -6 -19 right_child=1 -3 -4 11 7 6 -8 -9 9 -11 -12 -13 -14 16 -16 -17 -18 18 -20 leaf_value=0.021112750994284574 -0.37846843600273133 1.0410207947440768 0.57285768259139291 -0.0043037518392102852 -0.21309854690845195 0.10178541713290745 1.3195609246767483 -0.9410797305107117 0.087024236923683065 1.0415064082322298 -0.24740948677062988 0.44994280769711453 0.33771074267796108 -0.16851068368324867 -0.27104385644781825 -0.13154287682639229 -0.34232857085764407 -0.05822869800031185 -0.21167849292755125 leaf_weight=16575 24 46 42 116246 26 27 26 20 578 27 66 21 35 26 51 36 32 32 25 leaf_count=16575 24 46 42 116246 26 27 26 20 578 27 66 21 35 26 51 36 32 32 25 internal_value=0 0.554339 -0.00053241 -0.000712332 0.0236611 0.0256335 0.36316 -0.305995 0.0238917 0.129621 0.0200478 -0.00436506 -0.0044474 -0.00455032 -0.00442073 -0.031545 -0.26441 -0.152962 -0.125531 internal_weight=0 70 133891 133849 17438 17335 89 103 17246 605 16641 116411 116390 116355 116297 63 58 83 57 internal_count=133961 70 133891 133849 17438 17335 89 103 17246 605 16641 116411 116390 116355 116297 63 58 83 57 cat_boundaries=0 6 cat_threshold=38846464 67108867 24784 298090496 167916033 2179105 is_linear=0 shrinkage=0.01 Tree=233 num_leaves=21 num_cat=4 split_feature=3 26 0 25 8 7 6 0 24 18 25 11 4 4 25 23 7 26 8 8 split_gain=211118 311462 135381 116814 110366 99887.6 329286 98112.3 62125.4 93804.1 63528.8 42488.3 38561.1 39949.1 74271.7 34555.6 8232.48 4034.69 1341.91 3239.05 threshold=782.62500000000011 2022.5000000000002 1083.9006000000002 0 404.00100000000003 442.89500000000004 27.286500000000004 89.32950000000001 1 374.62500000000006 2 650.90000000000009 543.53000000000009 70.128500000000017 3 4.432500000000001 650.90000000000009 2022.5000000000002 493.30000000000007 808.31735000000015 decision_type=2 2 2 9 2 2 2 2 1 2 9 2 2 2 9 2 2 2 2 2 left_child=2 -2 3 4 5 8 16 18 10 -10 -1 12 13 15 -15 -5 -7 -14 -6 -20 right_child=1 -3 -4 11 7 6 -8 -9 9 -11 -12 -13 17 14 -16 -17 -18 -19 19 -21 leaf_value=0.20947452795766566 -0.37468374093373619 1.0306105843834257 0.56712910402388805 -0.0050695294441926485 -0.21096755853066079 0.10076756018179435 1.3063653014256402 -0.93166893911361703 0.035829201189107644 0.70478521188100174 -0.008483389683544668 0.44544337386176702 -0.16682557729574349 0.19142131825833505 0.0039216084968244826 0.11981295769279068 -0.13022745423846777 -0.33339191805232654 -0.05764640733599663 -0.2095617021560669 leaf_weight=127 24 46 42 115072 26 27 26 20 11499 21 5599 21 26 286 751 222 36 33 32 25 leaf_count=127 24 46 42 115072 26 27 26 20 11499 21 5599 21 26 286 751 222 36 33 32 25 internal_value=0 0.548795 -0.000527086 -0.000705209 0.0234245 0.0253772 0.359528 -0.302935 0.0236527 0.0370165 -0.00329242 -0.00432141 -0.00440293 -0.0042733 0.0575169 -0.00482907 -0.0312296 -0.25999 -0.151432 -0.124276 internal_weight=0 70 133891 133849 17438 17335 89 103 17246 11520 5726 116411 116390 116331 1037 115294 63 59 83 57 internal_count=133961 70 133891 133849 17438 17335 89 103 17246 11520 5726 116411 116390 116331 1037 115294 63 59 83 57 cat_boundaries=0 6 7 11 16 cat_threshold=38846464 67108867 24784 298090496 167916033 2179105 712 0 1 0 268435456 512 1048608 1024 2147483648 16777216 is_linear=0 shrinkage=0.01 Tree=234 num_leaves=17 num_cat=1 split_feature=3 26 0 25 8 1 7 6 0 5 11 5 9 23 9 8 split_gain=206917 305264 132686 114573 108163 127370 98479.3 322733 96159.9 67670.6 41643.5 40170.1 36655.3 35042.3 1419.44 1339.76 threshold=782.62500000000011 2022.5000000000002 1083.9006000000002 0 404.00100000000003 1066.3056000000001 442.89500000000004 27.286500000000004 89.32950000000001 80.262500000000017 650.90000000000009 650.90000000000009 496.59492500000005 4.432500000000001 678.37500000000011 675.58140000000014 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 9 -8 15 -1 11 12 13 -5 -14 -6 right_child=1 -3 -4 10 8 -7 7 -9 -10 -11 -12 -13 14 -15 -16 -17 leaf_value=0.018660519652591127 -0.37093689839045207 1.0203045003310494 0.56145780495234898 -0.0045871391574890995 -0.1877431630004536 0.78551945512944998 -0.030917299664209762 1.2933016241513766 -0.92235225725173953 0.12641171067755744 0.44098894868578231 0.3343658606665475 -0.22153591215610505 0.12060906839157853 -0.32633920371532443 -0.1072434997252929 leaf_weight=16644 24 46 42 116055 44 22 63 26 20 604 21 35 28 224 24 39 leaf_count=16644 24 46 42 116055 44 22 63 26 20 604 21 35 28 224 24 39 internal_value=0 0.543307 -0.000521519 -0.000697861 0.0231804 0.0251108 0.0241458 0.355933 -0.299905 0.0224338 -0.00428203 -0.00436275 -0.00446467 -0.00434596 -0.269907 -0.149918 internal_weight=0 70 133891 133849 17462 17359 17337 89 103 17248 116387 116366 116331 116279 52 83 internal_count=133961 70 133891 133849 17462 17359 17337 89 103 17248 116387 116366 116331 116279 52 83 cat_boundaries=0 6 cat_threshold=38846464 67108867 24784 298090496 167916033 18956321 is_linear=0 shrinkage=0.01 Tree=235 num_leaves=16 num_cat=0 split_feature=5 3 1 5 2 2 3 7 6 1 8 23 3 8 0 split_gain=147206 956667 401247 251671 209717 159429 99801.2 71934.8 87549.5 58129.7 84451.4 45524.4 45501.5 59741.4 40652.6 threshold=172.35100000000003 483.18750000000006 166.69750000000002 366.02500000000003 1048.2900000000002 293.03820000000002 1048.2900000000002 650.90000000000009 27.286500000000004 89.512000000000015 121.38150000000003 242.15000000000003 782.62500000000011 574.83500000000015 233.17050000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 5 -4 6 9 7 11 -9 10 14 12 13 -1 -2 right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.0010749514939775982 -0.051475737930418132 2.1946595157276501 0.37883426592156694 1.7494645763578871 0.75191422456019641 0.82550390824027686 -0.55944690823554999 0.10017068449056372 0.87665980291366585 -0.53934133892967584 0.44604617595672608 0.47597104668617252 0.36461583537213943 -0.2493369357364694 0.38682719967582013 leaf_weight=132990 555 22 37 21 37 23 32 53 20 21 39 20 34 97 22 leaf_count=132990 555 22 37 21 37 23 32 53 20 21 39 20 34 97 22 internal_value=0 0.140589 0.0776504 0.875097 -0.000843816 0.0075718 -0.00105284 -0.000918709 0.312907 -0.0219611 -0.00432311 -0.00109078 -0.00116245 -0.0012559 -0.034764 internal_weight=0 740 718 58 133283 660 133246 133214 73 637 616 133141 133121 133087 577 internal_count=134023 740 718 58 133283 660 133246 133214 73 637 616 133141 133121 133087 577 is_linear=0 shrinkage=0.01 Tree=236 num_leaves=22 num_cat=2 split_feature=25 3 2 5 4 5 6 3 3 8 6 6 3 2 25 13 0 23 0 0 26 split_gain=159007 364166 974547 214759 174198 134130 118237 123768 102465 94415.3 139955 185630 86025.9 66481 56057.8 55818 51495.5 44911.2 42293.9 16848 5152.26 threshold=0 336.88000000000005 133.93475000000004 366.02500000000003 8.1130000000000013 545.08500000000015 650.90000000000009 1048.2900000000002 650.90000000000009 574.83500000000015 401.66700000000003 650.90000000000009 442.27000000000004 1048.2900000000002 1 673.83140000000014 539.75000000000011 242.15000000000003 8.0855000000000015 638.18750000000011 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 3 8 9 5 -5 7 13 12 10 14 -12 -3 15 20 16 17 -2 -16 -18 -1 right_child=6 2 -4 4 -6 -7 -8 -9 -10 -11 11 -13 -14 -15 18 -17 19 -19 -20 -21 -22 leaf_value=0.24805797685895647 -0.0026992668119731685 -0.011737963936545633 2.6151905779838565 0.82534854805987823 1.3494934772309801 -0.21385843312298811 0.43762091667925723 -0.75273757761174975 -0.21992028913999861 -0.42427742279900443 1.1081359016895294 -0.053967080292878333 0.81153591823577886 0.51301006164550789 0.016023517524455289 0.51279642831711547 -0.45370478363037109 0.47121134591102604 0.1000310214849891 -0.1544385098156176 0.14776257572174073 leaf_weight=105 127206 22 20 23 21 27 61 22 38 45 28 27 30 25 5407 21 25 20 674 76 100 leaf_count=105 127206 22 20 23 21 27 61 22 38 45 28 27 30 25 5407 21 25 20 674 76 100 internal_value=0 0.0478856 0.618497 0.0382389 0.585186 0.264177 -0.00253628 -0.00274724 0.174787 0.0321579 0.0353971 0.537649 0.463228 -0.0026177 0.0310026 -0.00271893 -0.00280395 -0.00262477 0.0252931 -0.228514 0.189871 internal_weight=0 6567 110 6457 71 50 127456 127395 90 6386 6341 55 52 127373 6286 127348 127327 127226 6081 101 205 internal_count=134023 6567 110 6457 71 50 127456 127395 90 6386 6341 55 52 127373 6286 127348 127327 127226 6081 101 205 cat_boundaries=0 6 11 cat_threshold=1343488 67502082 8196 152895488 33563200 2105377 0 262144 4 0 8256 is_linear=0 shrinkage=0.01 Tree=237 num_leaves=23 num_cat=3 split_feature=25 3 2 5 4 5 6 3 3 8 6 6 3 2 25 24 7 0 13 2 0 0 split_gain=155843 356919 955154 210485 170732 131461 115884 121305 100426 92536.4 137170 181936 84314 65158.1 54942.3 216417 59810 54760.2 69169.7 40359.6 15863.3 27487 threshold=0 336.88000000000005 133.93475000000004 366.02500000000003 8.1130000000000013 545.08500000000015 650.90000000000009 1048.2900000000002 650.90000000000009 574.83500000000015 401.66700000000003 650.90000000000009 442.27000000000004 1048.2900000000002 1 2 650.90000000000009 539.75000000000011 673.83140000000014 174.86250000000004 1083.9006000000002 638.18750000000011 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 left_child=1 3 8 9 5 -5 7 13 12 10 14 -12 -3 17 15 -1 -16 18 19 -2 21 -19 right_child=6 2 -4 4 -6 -7 -8 -9 -10 -11 11 -13 -14 -15 16 -17 -18 20 -20 -21 -22 -23 leaf_value=0.49619323721953801 -0.0029723455946901035 -0.011620581366799094 2.5890386486053467 0.81709502261617917 1.335998537881034 -0.21171985202365451 0.43324470563013046 -0.74521017594770955 -0.21772107651359157 -0.42003464253743489 1.0970545417921884 -0.053427420015688301 0.80342056639989223 0.50787998657226563 0.023235139383876037 -0.1341550403358662 0.55783464068458199 -0.44916773529052734 0.58553645324707038 0.08226120528995351 -0.48681829023361206 -0.051461045365584525 leaf_weight=102 126668 22 20 23 21 27 61 22 38 45 28 27 30 25 6060 103 21 25 20 558 20 57 leaf_count=102 126668 22 20 23 21 27 61 22 38 45 28 27 30 25 6060 103 21 25 20 558 20 57 internal_value=0 0.0474067 0.612312 0.0378565 0.579334 0.261535 -0.00251092 -0.00271977 0.17304 0.0318364 0.0350431 0.532272 0.458595 -0.00259153 0.0306926 0.187973 0.0250401 -0.00269174 -0.00250608 -0.00259852 -0.234302 -0.172713 internal_weight=0 6567 110 6457 71 50 127456 127395 90 6386 6341 55 52 127373 6286 205 6081 127348 127246 127226 102 82 internal_count=134023 6567 110 6457 71 50 127456 127395 90 6386 6341 55 52 127373 6286 205 6081 127348 127246 127226 102 82 cat_boundaries=0 6 11 12 cat_threshold=1343488 67502082 8196 152895488 33563200 2105377 0 262144 4 0 8256 1702 is_linear=0 shrinkage=0.01 Tree=238 num_leaves=18 num_cat=0 split_feature=5 3 1 5 2 2 3 7 6 1 8 0 6 2 18 0 26 split_gain=140503 926318 390368 244654 200064 155708 95076.4 69630.6 86030.2 56807.5 82786.7 44857.1 48007.5 129928 61450.7 39718.5 7539.33 threshold=172.35100000000003 483.18750000000006 166.69750000000002 366.02500000000003 1048.2900000000002 293.03820000000002 1048.2900000000002 650.90000000000009 27.286500000000004 89.512000000000015 121.38150000000003 782.62500000000011 442.89500000000004 3.4128765000000008 578.38750000000016 233.17050000000003 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 5 -4 6 9 7 11 -9 10 15 12 14 -14 -1 -2 -13 right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 -12 16 13 -15 -16 -17 -18 leaf_value=-0.0010374645414364878 -0.052110720253205518 2.1585774768482553 0.37268545460056618 1.7240722165788924 0.73440730378434471 0.81462920396224303 -0.54604391932487484 0.096979217709235427 0.86670140957832331 -0.53435139156523204 0.44045543756240457 -0.13837269122259957 0.064297664594307219 0.92633645749092097 -0.46955951520374845 0.38112697709690446 -0.33934347486495975 leaf_weight=132879 555 22 37 21 37 23 32 53 20 21 39 35 139 20 28 22 40 leaf_count=132879 555 22 37 21 37 23 32 53 20 21 39 35 139 20 28 22 40 internal_value=0 0.137351 0.0754193 0.861981 -0.000823691 0.00629727 -0.00102785 -0.00089693 0.307862 -0.022889 -0.00545275 -0.00106622 -0.000928418 0.17273 -0.00113617 -0.0355921 -0.245557 internal_weight=0 740 718 58 133283 660 133246 133214 73 637 616 133141 133066 159 132907 577 75 internal_count=134023 740 718 58 133283 660 133246 133214 73 637 616 133141 133066 159 132907 577 75 is_linear=0 shrinkage=0.01 Tree=239 num_leaves=17 num_cat=0 split_feature=5 3 1 5 2 2 3 7 6 1 8 3 0 0 0 26 split_gain=137707 907884 382599 239785 196083 152610 93184.4 68244.9 84318.2 55677 81139.2 44231.9 57182.3 50857.6 38928.1 21806.4 threshold=172.35100000000003 483.18750000000006 166.69750000000002 366.02500000000003 1048.2900000000002 293.03820000000002 1048.2900000000002 650.90000000000009 27.286500000000004 89.512000000000015 121.38150000000003 782.62500000000011 539.75000000000011 478.01250000000005 233.17050000000003 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 5 -4 6 9 7 11 -9 10 14 12 13 -1 -2 -14 right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 -12 -13 15 -15 -16 -17 leaf_value=-0.001029827667832367 -0.051589611734355889 2.136991665580056 0.36895860671997072 1.7068314761207217 0.72706324448456638 0.80648292002470601 -0.54058346509933475 0.096009425757066252 0.85803438568115242 -0.52900787625993995 0.43605088270627534 0.35958340413430157 -0.072178604289105067 0.36013829591946722 0.37731569246812302 -0.30944564420965653 leaf_weight=132913 555 22 37 21 37 23 32 53 20 21 39 34 76 39 22 79 leaf_count=132913 555 22 37 21 37 23 32 53 20 21 39 34 76 39 22 79 internal_value=0 0.135978 0.0746651 0.853361 -0.000815454 0.0062343 -0.00101757 -0.000887961 0.304783 -0.0226601 -0.00539822 -0.00105556 -0.00114768 -0.000923883 -0.0352362 -0.193108 internal_weight=0 740 718 58 133283 660 133246 133214 73 637 616 133141 133107 132952 577 155 internal_count=134023 740 718 58 133283 660 133246 133214 73 637 616 133141 133107 132952 577 155 is_linear=0 shrinkage=0.01 Tree=240 num_leaves=28 num_cat=6 split_feature=9 0 3 25 0 24 0 2 25 3 24 5 18 5 5 17 6 24 7 26 23 25 0 0 0 0 26 split_gain=243986 138933 466073 193114 438802 362688 471578 94011.6 75889.1 172796 100252 222277 223497 161134 79298.1 74413.3 62060 56823.9 52318.7 51809.7 42293.7 42174.9 36131.9 22096.4 39306.3 11956.9 1233.92 threshold=1037.4750000000001 91.825000000000003 544.35000000000002 0 1083.9006000000002 1 186.50375000000003 83.45650000000002 2 782.62500000000011 3 336.69250000000005 204.69000000000003 545.08500000000015 293.27220000000005 524.22500000000014 650.90000000000009 4 549.10000000000002 2022.5000000000002 242.15000000000003 5 478.01250000000005 539.75000000000011 332.39451000000003 139.33500000000001 2022.5000000000002 decision_type=2 2 2 9 2 1 2 2 9 2 1 2 2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 left_child=1 8 3 4 5 6 -3 -7 9 10 11 12 -1 -13 18 16 20 23 -12 25 21 -10 -21 24 -5 -19 -16 right_child=-2 2 -4 17 -6 7 -8 -9 15 -11 14 13 -14 -15 26 -17 -18 19 -20 22 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.045966298623830192 1.0532758782126688 1.407076362669468 1.4169067016014685 0.056646605469748645 1.6666888710260392 0.098184776262204218 0.084585058646542685 -0.28968718574471669 -0.1545466809731883 -0.77479880650838218 -0.0022879027150155256 1.2570226537264311 1.105043074131012 0.19716979712247848 -0.30502322155496348 0.59186361766996842 0.37637500740760976 -0.067622960995023074 0.47567985783452571 -0.12665244314654289 0.45622506523132322 -0.0034393759952049789 -0.47103897767908437 -0.16190851089201477 0.35659730911254883 0.064800018460461586 -0.39782415239434493 leaf_weight=5372 22 52 26 403 20 434 56 73 175 27 5336 26 20 32 23 21 43 104 23 293 20 121434 34 38 49 198 38 leaf_count=5372 22 52 26 403 20 434 56 73 175 27 5336 26 20 32 23 21 43 104 23 293 20 121434 34 38 49 198 38 internal_value=0 8.57663e-05 0.0878458 0.0681448 0.205742 0.161577 0.66021 0.0415184 -0.0010924 0.0241775 0.0261843 0.0564146 0.0498946 0.672276 -0.00430948 -0.0033569 -0.00345991 -0.0116719 -0.000236539 -0.074064 -0.00359419 -0.00366982 -0.16246 0.0682987 0.0891634 0.0191974 -0.362834 internal_weight=0 134370 1780 1754 635 615 108 507 132590 10897 10870 5450 5392 58 5420 121693 121672 1119 5359 629 121629 121609 327 490 452 302 61 internal_count=134392 134370 1780 1754 635 615 108 507 132590 10897 10870 5450 5392 58 5420 121693 121672 1119 5359 629 121629 121609 327 490 452 302 61 cat_boundaries=0 6 7 13 14 15 20 cat_threshold=570458624 4096 134222080 2147483648 1 268435456 18 295040 605159426 4884 164364416 167785024 18948256 2405 3348 0 1 0 65536 131072 is_linear=0 shrinkage=0.01 Tree=241 num_leaves=10 num_cat=0 split_feature=9 6 6 2 1 5 14 9 7 split_gain=239131 89694.7 175964 163961 83190.4 258478 114826 64778.4 61670.1 threshold=1037.4750000000001 1043.5418000000002 783.48000000000013 1048.2900000000002 40.336500000000008 366.02500000000003 148.24250000000004 797.90800000000002 549.10000000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 8 -1 right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 leaf_value=-0.0010900293757461978 1.0427430725097657 -0.57622761797021937 0.75352220243023282 0.68437914003644662 0.033359188635801111 0.89328448481029943 0.52630388634900249 -0.52084804574648536 -0.26008761367072231 leaf_weight=131035 22 27 31 35 3042 36 48 24 92 leaf_count=131035 22 27 31 35 3042 36 48 24 92 internal_value=0 8.47911e-05 0.000200617 2.67462e-05 -0.000151634 0.0508316 0.0410166 -0.00136682 -0.00127174 internal_weight=0 134370 134343 134312 134277 3126 3090 131151 131127 internal_count=134392 134370 134343 134312 134277 3126 3090 131151 131127 is_linear=0 shrinkage=0.01 Tree=242 num_leaves=30 num_cat=6 split_feature=9 0 3 25 0 24 0 8 25 3 24 5 18 5 5 17 24 7 26 11 7 11 23 0 25 0 0 0 26 split_gain=234372 135682 457052 188969 429754 355297 462081 101208 74274.7 169452 98221.5 217468 218832 158052 78090.3 72894.7 55658.3 51789.6 50807.4 42916.1 130901 43702.1 41466 35434.6 33300.6 21636.6 38449.2 11712.7 1233.11 threshold=1037.4750000000001 91.825000000000003 544.35000000000002 0 1083.9006000000002 1 186.50375000000003 235.16250000000002 2 782.62500000000011 3 336.69250000000005 204.69000000000003 545.08500000000015 293.27220000000005 524.22500000000014 4 549.10000000000002 2022.5000000000002 223.35100000000003 32.921500000000009 323.97600000000006 242.15000000000003 478.01250000000005 5 539.75000000000011 332.39451000000003 139.33500000000001 2022.5000000000002 decision_type=2 2 2 9 2 1 2 2 9 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 8 3 4 5 6 -3 -7 9 10 11 12 -1 -13 17 19 25 -12 27 22 21 -21 24 -20 -10 26 -5 -18 -16 right_child=-2 2 -4 16 -6 7 -8 -9 15 -11 14 13 -14 -15 28 -17 18 -19 23 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.045493004644069093 1.0323156876997515 1.3925079759382286 1.4029471903580888 0.055979774613534254 1.6492162849009038 0.07105943845378028 0.083400331309863504 -0.63800083523704898 -0.020893727636808281 -0.76728800702978062 -0.0022758970104543299 1.2441194081306457 1.0934589033126831 0.19445146292448046 -0.30226829736129096 0.58579524630591984 -0.066975582061478731 0.47326876847640331 -0.12547751539803204 0.21754064243326907 0.90748420619964609 -0.078828470640093365 0.45162207794189457 -0.46652483294991892 -0.0021502748886047542 -0.16030571456018247 0.35264202127651295 0.064088282732650492 -0.39503902410206049 leaf_weight=5372 22 52 26 403 20 486 56 21 10354 27 5336 26 20 32 23 21 104 23 293 93 20 107 20 34 111078 38 49 198 38 leaf_count=5372 22 52 26 403 20 486 56 21 10354 27 5336 26 20 32 23 21 104 23 293 93 20 107 20 34 111078 38 49 198 38 internal_value=0 8.39433e-05 0.086811 0.0673016 0.203414 0.159704 0.653227 0.0408837 -0.00108035 0.0239193 0.0259066 0.0558291 0.0493801 0.664992 -0.00427673 -0.00332064 -0.0116519 -0.000234933 -0.0734002 -0.00342259 0.13612 0.0589832 -0.00367536 -0.160938 -0.00375035 0.0674954 0.0881401 0.0189537 -0.36006 internal_weight=0 134370 1780 1754 635 615 108 507 132590 10897 10870 5450 5392 58 5420 121693 1119 5359 629 121672 220 200 121452 327 121432 490 452 302 61 internal_count=134392 134370 1780 1754 635 615 108 507 132590 10897 10870 5450 5392 58 5420 121693 1119 5359 629 121672 220 200 121452 327 121432 490 452 302 61 cat_boundaries=0 6 7 13 14 15 21 cat_threshold=570458624 4096 134222080 2147483648 1 268435456 18 295040 605159426 4884 164364416 167785024 18948256 2405 3348 1079117826 1095516161 2434007040 1130505 1073874944 67634196 is_linear=0 shrinkage=0.01 Tree=243 num_leaves=13 num_cat=0 split_feature=9 3 26 8 2 1 5 14 18 23 5 8 split_gain=229708 90038.6 200390 80462.1 95290.3 82837 346358 149051 65895.3 42582.2 24677.3 1029.22 threshold=1037.4750000000001 782.62500000000011 2022.5000000000002 574.83500000000015 1048.2900000000002 40.336500000000008 366.02500000000003 155.26390000000001 678.28640000000007 13.455000000000002 5.6142500000000011 808.31735000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 8 7 -7 9 -1 11 -5 right_child=-2 2 -4 10 -6 6 -8 -9 -10 -11 -12 -13 leaf_value=-0.0015132795109684615 1.021992508281361 -0.29089296119553704 0.80657439720339896 -0.16448210322194631 0.50751893842542495 0.031722232755359528 1.0401483985355922 0.64616427809000021 0.55887551770323796 0.18241034090518951 -0.58461418932134457 -0.2395860672641445 leaf_weight=130913 22 28 41 36 37 3034 35 40 21 126 22 37 leaf_count=130913 22 28 41 36 37 3034 35 40 21 126 22 37 internal_value=0 8.30866e-05 0.361225 -0.000102458 0.000103478 -3.64529e-05 0.0509801 0.0397176 -0.00124666 -0.00133643 -0.291027 -0.202548 internal_weight=0 134370 69 134301 134206 134169 3109 3074 131060 131039 95 73 internal_count=134392 134370 69 134301 134206 134169 3109 3074 131060 131039 95 73 is_linear=0 shrinkage=0.01 Tree=244 num_leaves=26 num_cat=4 split_feature=9 0 3 25 0 0 3 8 25 3 18 17 0 4 4 25 0 11 7 11 23 25 4 0 26 split_gain=225137 132449 446761 184914 420767 230073 256826 173750 72618 167422 85562.4 71363.5 50919.1 49128.5 74706.9 43257.5 83943.8 41920.6 127764 42782 40352.3 32703.3 31618.7 9196.89 11297.8 threshold=1037.4750000000001 91.825000000000003 544.35000000000002 0 1083.9006000000002 114.27500000000002 25.511000000000006 235.16250000000002 1 782.62500000000011 342.98550000000006 524.22500000000014 539.75000000000011 779.31175000000019 52.107000000000006 2 393.76511200000004 223.35100000000003 32.921500000000009 323.97600000000006 242.15000000000003 3 174.86250000000004 782.62500000000011 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 left_child=1 8 3 4 5 6 -3 -7 9 10 13 17 15 14 -1 16 -5 20 19 -19 21 -10 -17 24 -14 right_child=-2 2 -4 12 -6 7 -8 -9 11 -11 -12 -13 23 -15 -16 22 -18 18 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.019987338233865719 1.0117725736444647 0.34189079594612126 1.3870044407477746 0.056754764607925522 1.6317292425632477 0.11362091428903213 1.6172596302032471 -0.79448772517117594 -0.020679846483726835 -0.76280324582700376 0.58786353702898386 0.57961237226213724 -0.014757142420168276 -0.39411044955253605 0.15510186138847065 -0.05340273122303188 0.68052928758704145 0.21520290208119217 0.89659726405143747 -0.078029612157946432 0.44550778055191037 -0.0021206717899484025 0.35037156754732129 -0.35988317307673001 -0.31636094383571456 leaf_weight=10389 22 75 26 348 20 498 20 22 10373 27 27 21 27 28 426 640 23 93 20 107 20 111059 20 38 23 leaf_count=10389 22 75 26 348 20 498 20 22 10373 27 27 21 27 28 426 640 23 93 20 107 20 111059 20 38 23 internal_value=0 8.22557e-05 0.0857699 0.0664813 0.201126 0.157872 0.610389 0.0752009 -0.00106809 0.0236512 0.0256264 -0.00328325 -0.0116189 0.0242264 0.0253095 0.00798498 0.0929208 -0.00338412 0.13453 0.0583235 -0.00363394 -0.00370792 -0.0405527 -0.242617 -0.153495 internal_weight=0 134370 1780 1754 635 615 95 520 132590 10897 10870 121693 1119 10843 10815 1031 371 121672 220 200 121452 121432 660 88 50 internal_count=134392 134370 1780 1754 635 615 95 520 132590 10897 10870 121693 1119 10843 10815 1031 371 121672 220 200 121452 121432 660 88 50 cat_boundaries=0 6 12 17 23 cat_threshold=570458624 4096 134222080 2147483648 1 268435456 295040 605159426 4884 164364416 167785024 18948256 281035776 1179776 16448 0 4096 1079117826 1095516161 2434007040 1130505 1342310400 67634196 is_linear=0 shrinkage=0.01 Tree=245 num_leaves=46 num_cat=4 split_feature=25 0 9 9 2 0 3 5 5 8 3 0 3 9 2 7 25 2 5 11 25 2 26 7 8 26 1 3 0 5 7 9 5 6 6 6 9 5 2 7 3 25 1 6 0 split_gain=138209 209268 514352 688747 396575 298847 159430 100110 119695 96774.1 95015.9 90869.6 67482.4 63593.5 59141.4 56857.5 48383.9 43592.8 92332.3 61046.8 58012.9 67557.3 84656.4 54354.3 48930.1 48890.2 75960.6 53478.9 45006.8 43064.5 42530.7 66299.5 41644.1 34115.4 31104.2 92490.8 101385 27387.9 27205.6 26980.7 38404.1 26454.3 131064 22906.2 15105.3 threshold=0 7.1319000000000008 9.3037500000000026 31.197150000000004 212.70000000000005 9.1965000000000021 293.03820000000002 316.16700000000009 401.66700000000003 167.67033750000004 782.62500000000011 782.62500000000011 53.227330000000002 5.0275000000000007 783.48000000000013 5.0209280000000005 1 26.787500000000005 2.0565000000000002 12.664250000000001 2 223.35100000000003 2022.5000000000002 2.1953000000000005 11.605835000000001 2022.5000000000002 102.46769250000001 77.170100000000005 38.057500000000005 650.90000000000009 650.90000000000009 678.37500000000011 483.07500000000005 4.7430000000000012 15.582750000000003 166.11250000000004 52.734646000000012 100.88775000000003 648.37500000000011 162.43000000000004 27.234500000000004 3 438.37500000000006 64.01100000000001 144.79006000000001 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 7 5 -4 12 -3 9 13 -9 11 17 -7 33 14 15 16 -1 30 20 25 21 28 -23 -21 -25 27 -27 -20 -19 32 31 41 -10 -5 39 36 -36 -17 44 40 -15 42 -2 -43 -22 right_child=10 2 3 4 -6 6 -8 8 29 -11 -12 -13 -14 34 -16 37 -18 18 19 23 38 22 -24 24 -26 26 -28 -29 -30 -31 -32 -33 -34 -35 35 -37 -38 -39 -40 -41 -42 43 -44 -45 -46 leaf_value=0.019669545076361244 0.0066806868205712532 1.2458530421690508 2.4967382850646973 -0.37381868821603287 1.6399997656685965 0.038711941594684392 0.78403169631958014 0.87826707499367862 0.037899481317271361 -0.55819595043475811 -0.50923582128576328 0.52651658588647843 0.55159474968910216 -0.12673965725302697 0.52927354232124668 -0.098506228402102075 0.09824933658635944 0.018172417558860361 0.18040377496413781 0.74973878177007036 -0.016501683227931305 0.51150618579652574 0.0074019776621172505 0.52078101396560672 -0.12467584050219993 -0.024258698239678245 0.56534607753157617 0.7327220376729966 0.28367419322331744 -0.080858234243190039 0.34516643183571949 -0.45164175409259216 0.62750737304687498 0.17109411823749543 -0.13188350655815817 -0.35545897773333957 0.79049416615412782 0.2347086281959827 -0.31602082833647727 -0.47591951084136969 0.21772671320608683 -0.0056845311929954265 0.5411746101794036 0.050191534796328929 -0.21334352958202363 leaf_weight=7961 17205 22 20 27 21 843 30 28 23 26 37 40 20 430 23 481 862 855 142 30 1536 72 62 24 23 244 24 20 69 47 35 33 25 20 22 28 26 26 32 20 35 101745 46 739 40 leaf_count=7961 17205 22 20 27 21 843 30 28 23 26 37 40 20 430 23 481 862 855 142 30 1536 72 62 24 23 244 24 20 69 47 35 33 25 20 22 28 26 26 32 20 35 101745 46 739 40 internal_value=0 0.0342617 0.167303 0.821624 0.440917 0.0937684 0.066776 0.0201262 0.303663 0.0431042 -0.00255774 0.0608095 0.0650847 0.0166084 0.0228112 0.0215627 0.0274804 -0.00240551 0.0341789 0.157878 0.0106547 0.0677887 0.278264 0.417187 0.204919 0.111444 0.0285417 0.248591 0.0379988 0.134306 -0.00337445 -0.0034763 0.344987 -0.141941 -0.0868047 0.101297 0.367738 -0.0814183 -0.0271897 -0.11628 -0.100812 -0.00335279 0.00810123 -0.0052811 -0.0214977 internal_weight=0 11106 1069 108 88 961 939 10037 123 909 123013 883 67 9914 9353 9330 8823 122976 3173 507 2666 1058 134 77 47 430 268 162 924 95 119803 119768 48 47 561 76 48 507 1608 485 465 119735 17251 102484 1576 internal_count=134119 11106 1069 108 88 961 939 10037 123 909 123013 883 67 9914 9353 9330 8823 122976 3173 507 2666 1058 134 77 47 430 268 162 924 95 119803 119768 48 47 561 76 48 507 1608 485 465 119735 17251 102484 1576 cat_boundaries=0 6 12 18 24 cat_threshold=33587200 393217 4288 965312512 33686081 2105344 33587200 131072 192 814219264 1 2105344 4285952 1055744 134220800 4325408 16793600 536870912 2148811012 874513424 412928 4329476 0 16859824 is_linear=0 shrinkage=0.01 Tree=246 num_leaves=39 num_cat=3 split_feature=25 0 9 9 2 0 4 5 5 8 6 9 2 0 7 25 17 12 20 9 17 5 10 12 5 7 9 1 0 26 14 25 5 2 1 8 12 0 split_gain=135466 205100 504116 675041 388683 292900 114191 98117.1 117313 73317.1 83973.2 62329.4 57964.2 57829.3 55727.4 53011.6 51115.7 46142.8 65667.9 49703.4 48371 42207.5 42137.3 55189.3 40815.4 38964.9 43438.5 43962.2 40009.5 36421.5 34083.8 31943.6 26842.9 25917.4 23880.2 35343.7 23397.6 23350.8 threshold=0 7.1319000000000008 9.3037500000000026 31.197150000000004 212.70000000000005 9.1965000000000021 232.66575000000003 316.16700000000009 401.66700000000003 134.15500000000003 279.86700000000002 5.0275000000000007 783.48000000000013 139.33500000000001 5.0209280000000005 1 33.361732000000011 31.174500000000002 97.664730000000006 48.206500000000005 29.064022500000004 650.90000000000009 55.104960000000013 223.76500000000001 483.07500000000005 650.90000000000009 678.37500000000011 438.37500000000006 118.92600000000002 2022.5000000000002 137.49750000000003 2 100.88775000000003 48.007500000000007 52.044000000000004 172.67400000000001 57.670500000000011 48.775000000000013 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 7 5 -4 13 -3 9 11 -9 10 -7 12 14 37 16 29 -1 25 19 20 31 24 23 -21 -10 26 27 33 -29 -2 34 -19 -16 -17 35 -13 -22 -5 right_child=15 2 3 4 -6 6 -8 8 21 -11 -12 30 -14 -15 32 17 -18 18 -20 22 36 -23 -24 -25 -26 -27 -28 28 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 leaf_value=0.024073855607869035 -0.29390029372455917 1.2333945133469322 2.4717709445953369 0.064193620920181285 1.6235997127351305 0.045668885379925958 0.65320690035820006 0.86948445149830411 0.037520485546277918 -0.48863247337341309 0.70111352920532233 -0.10201049762503388 0.52398079416026244 -0.29315567776008888 -0.097521166606281504 -0.0037178634970270038 0.21212104696805786 0.085753255885335347 0.54086307861186844 0.23996089274624743 0.53002899606227882 -0.080049648487821534 0.50548121773882915 -0.30451004445552826 0.6212323226928711 0.33066729170935494 -0.40409765861652519 0.10689372910951313 0.59899433422088622 -0.033588344344386345 0.29104472874299342 -0.021023586459514135 0.23236153767659115 0.033663957985849639 -0.36267817963253374 0.32694843673706053 0.14188288182747072 0.54741985726356501 leaf_weight=8676 107 22 20 20 21 862 32 28 23 25 20 485 23 27 481 119190 147 392 27 83 25 47 38 24 25 35 27 95 20 108 23 917 26 1884 33 20 41 20 leaf_count=8676 107 22 20 20 21 862 32 28 23 25 20 485 23 27 481 119190 147 392 27 83 25 47 38 24 25 35 27 95 20 108 23 917 26 1884 33 20 41 20 internal_value=0 0.0339202 0.16563 0.813408 0.436508 0.0928307 0.0661083 0.0199261 0.300626 0.0453947 0.0605316 0.0164436 0.0225844 0.0644338 0.0213484 -0.00253217 0.0272069 -0.00225099 0.0520181 0.0433346 0.024765 0.132963 0.219426 0.117837 0.341537 -0.00294358 -0.0030399 -0.00295055 0.192476 -0.155888 -0.0859367 0.0114469 -0.0806041 -0.00313618 -0.102053 -0.085022 0.288908 0.305807 internal_weight=0 11106 1069 108 88 961 939 10037 123 907 882 9914 9353 67 9330 123013 8823 122798 1547 1520 1375 95 145 107 48 121251 121216 121189 115 215 561 1309 507 121074 538 505 66 40 internal_count=134119 11106 1069 108 88 961 939 10037 123 907 882 9914 9353 67 9330 123013 8823 122798 1547 1520 1375 95 145 107 48 121251 121216 121189 115 215 561 1309 507 121074 538 505 66 40 cat_boundaries=0 6 11 17 cat_threshold=33587200 393217 4288 965312512 33686081 2105344 0 2 4 0 8192 278987776 4128 3328 32 0 536870928 is_linear=0 shrinkage=0.01 Tree=247 num_leaves=31 num_cat=4 split_feature=25 3 6 0 24 6 0 14 5 18 6 7 2 1 7 2 12 3 1 3 2 25 25 18 7 0 1 12 2 3 split_gain=132830 186216 164099 119551 309987 389856 236321 147852 221311 84060 86668 72778.8 67875.6 248736 64261.8 59829 43541.8 127356 54681.1 42390.3 49943.7 131347 36363.3 55154.9 35011.2 27632.9 23156.5 10267.2 9657.53 441.133 threshold=0 1048.2900000000002 783.48000000000013 8.0855000000000015 1 8.0855000000000015 362.49400000000003 109.93000000000002 273.92500000000007 275.85250000000002 442.89500000000004 5.0209280000000005 272.73498000000006 25.371000000000002 11.341500000000002 1048.2900000000002 31.174500000000002 150.51452500000002 35.395000000000003 316.16700000000009 185.76000000000002 2 3 12.708540000000001 650.90000000000009 155.86500000000004 14.594500000000002 213.3887 60.492500000000007 442.27000000000004 decision_type=9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 left_child=2 15 3 9 5 6 25 8 11 10 12 -6 14 -14 -1 16 19 22 -19 20 24 -22 23 -18 -2 -5 28 -24 -21 -28 right_child=1 -3 -4 4 7 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 17 18 -20 26 21 -23 27 -25 -26 -27 29 -29 -30 -31 leaf_value=0.02665376158376262 -0.0030257150033116513 -0.94377129327683218 0.88127581554910406 -0.071599422407150268 0.025033630772248114 1.6264162885546685 1.2876029733419418 -0.7618845058622814 1.014024747467041 0.52683891007394501 -0.4432190425395966 0.35959002375602722 0.05410329309003107 1.1924749034384023 -0.095933258864322954 0.49721601486206057 0.05827985836414766 0.91922364193460215 0.20427642986178399 -0.060817580539733171 0.40133833385802603 0.001068188135852357 -0.0019682066635958563 0.38316889207144933 0.30055815633974581 0.33032864827376146 -0.32864471805095674 -0.10745637676106133 -0.28762764020399617 -0.39426712944394071 leaf_weight=7361 122865 21 23 50 671 30 20 21 25 33 40 72 116 23 454 24 781 23 20 128 101 324 601 56 38 26 20 109 22 21 leaf_count=7361 122865 21 23 50 671 30 20 21 25 33 40 72 116 23 454 24 781 23 20 128 101 324 601 56 38 26 20 109 22 21 internal_value=0 -0.00218092 0.0376452 0.0355174 0.143817 0.584949 0.320423 0.0651303 0.088592 0.0231724 0.0210932 0.0574536 0.0234282 0.242467 0.0195323 -0.00202308 -0.00211885 0.049878 0.58669 -0.00278818 -0.00255763 0.10566 0.0349569 0.0790721 -0.00293185 0.0659023 -0.151649 -0.0179106 -0.0940831 -0.362256 internal_weight=0 125154 8965 8942 915 126 96 789 768 8027 7994 743 7954 139 7815 125133 125109 1590 43 123519 123328 425 1547 837 122903 76 191 710 150 41 internal_count=134119 125154 8965 8942 915 126 96 789 768 8027 7994 743 7954 139 7815 125133 125109 1590 43 123519 123328 425 1547 837 122903 76 191 710 150 41 cat_boundaries=0 6 7 12 18 cat_threshold=32768 393217 4160 428441600 33686081 2105344 258 512 1052672 1024 4194304 16384 44107264 4128 536890624 2147483680 16777216 536870928 is_linear=0 shrinkage=0.01 Tree=248 num_leaves=33 num_cat=4 split_feature=25 0 9 9 2 0 3 2 3 0 18 9 3 13 10 24 2 2 25 2 15 26 1 7 9 22 25 3 1 13 2 0 split_gain=130418 198025 491470 661802 380034 286857 155992 93935.3 91302.1 83991.2 76201.9 75099.3 65892.6 54533.1 77587.9 63227.3 43469.2 50118.9 117287 88595.3 55067.3 49871.6 41650.2 40370.5 64138.8 31695.9 31386.1 27569.6 24008 20472.6 18457.2 6983.06 threshold=0 7.1319000000000008 9.3037500000000026 31.197150000000004 212.70000000000005 9.1965000000000021 293.03820000000002 293.03820000000002 782.62500000000011 782.62500000000011 275.85250000000002 797.90800000000002 53.227330000000002 8.3822000000000028 638.18750000000011 1 1048.2900000000002 48.007500000000007 2 272.73498000000006 60.065000000000005 2022.5000000000002 24.061000000000003 650.90000000000009 678.37500000000011 287.50000000000006 3 50.738799999999998 47.945000000000007 109.60300000000002 255.16525000000004 110.69500000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 10 5 -4 12 -3 7 9 16 -7 11 13 31 14 15 -1 17 23 19 20 -19 -21 27 24 25 -2 28 -15 -20 -24 -28 -5 right_child=8 2 3 4 -6 6 -8 -9 -10 -11 -12 -13 -14 22 -16 -17 -18 18 26 21 -22 -23 29 -25 -26 -27 30 -29 -30 -31 -32 -33 leaf_value=0.067724710678583364 -0.0031303635902038443 1.2195564870400863 2.4443221483230593 -0.024042905966440837 1.602924864632743 0.037065153600122462 0.77385316340128585 -0.57634386499722801 -0.49916205663938784 0.51763325302224406 0.48532171971457344 -0.59426320886611939 0.5419494686126709 -0.10688484397641887 0.54959119490214758 0.0077725540718703127 -0.45726481119791668 0.095067675677330613 0.02329992105943024 0.72928593587875368 0.59708768388499389 0.2387156142744907 -0.0096954838434855136 0.33649739497048514 -0.44397821758732653 0.34605922368856573 -0.026740771938034626 -0.48868391704559327 0.1858590480545971 0.4373526434898376 -0.17602520701759741 -0.26788136026133663 leaf_weight=2319 120868 22 20 24 21 847 30 24 37 38 35 20 20 348 28 7226 21 437 602 40 23 43 21 35 33 26 646 20 107 20 95 23 leaf_count=2319 120868 22 20 24 21 847 30 24 37 38 35 20 20 348 28 7226 21 437 602 40 23 43 21 35 33 26 646 20 107 20 95 23 internal_value=0 0.033282 0.1627 0.802301 0.429115 0.0908198 0.0643744 0.0409593 -0.00248473 0.0576997 0.0195314 0.0179014 0.0612043 0.019128 0.0239592 0.0224173 -0.00233549 -0.00225779 0.0474814 0.171273 0.120169 0.475135 -0.0939515 -0.00307731 -0.00317559 -0.00305527 -5.71662e-05 -0.127635 0.0471676 0.208377 -0.0452689 -0.143368 internal_weight=0 11106 1069 108 88 961 939 909 123013 885 10037 10002 67 9982 9573 9545 122976 122955 1993 543 460 83 409 120962 120927 120894 1450 368 709 41 741 47 internal_count=134119 11106 1069 108 88 961 939 909 123013 885 10037 10002 67 9982 9573 9545 122976 122955 1993 543 460 83 409 120962 120927 120894 1450 368 709 41 741 47 cat_boundaries=0 6 7 13 19 cat_threshold=33587200 393217 4288 965312512 33686081 2105344 2624 1536 1052928 1024 0 16384 536870912 272719872 1568 136331264 4325408 16777216 268435456 is_linear=0 shrinkage=0.01 Tree=249 num_leaves=31 num_cat=8 split_feature=25 6 4 17 15 1 25 24 7 2 2 25 24 12 25 18 17 12 1 25 24 7 9 2 1 9 6 17 13 17 split_gain=127864 160660 122368 99518.4 192559 74053.2 216440 324726 103369 59463.2 59347.9 44507.2 113952 44853.1 46955.1 59496.7 67809.9 59501.5 36019.1 119442 87854.9 52855.3 45108.3 35870.5 29236.9 19454.1 18646.8 13411.6 8687.85 8273.76 threshold=0 783.48000000000013 648.37500000000011 120.51306000000001 8.3822000000000028 46.726464000000014 1 2 483.07500000000005 1048.2900000000002 783.48000000000013 3 4 36.937500000000007 5 5.4402645000000005 29.064022500000004 108.99250000000002 161.54175000000006 6 7 650.90000000000009 797.90800000000002 27.234500000000004 481.77300000000008 32.273100000000007 11.905350000000002 174.97500000000002 145.63725000000002 292.16220000000004 decision_type=9 2 2 2 2 2 9 1 2 2 2 9 1 2 9 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 27 8 7 -7 10 11 -1 12 -2 18 15 16 -15 -17 21 20 -20 22 -13 -21 -8 28 -27 -5 -16 -29 right_child=9 -3 -4 4 -6 6 24 -9 -10 -11 -12 13 -14 14 25 17 -18 -19 19 23 -22 -23 -24 -25 -26 26 -28 29 -30 -31 leaf_value=0.024508363886458957 0.08045398171742757 0.87167818401170827 0.53318862783361454 0.32451439900831747 1.1003962726593017 0.70824339525486391 -0.068479064844318274 0.072818521888398421 -0.45230967936308492 0.4955705753962199 -0.48418203063633131 -0.0030248890330864453 -0.37104074810232435 0.062489333705812743 -0.011004057072522616 0.7546781514372144 0.49909138309328177 0.050515105837867377 0.45925471217371522 -0.077990837783753111 0.057631949863845497 0.3971611329280969 -0.47797561168670655 0.2434546357851762 -0.39921010701887072 0.040967831836556494 0.36792506181276763 -0.066960145950317393 -0.22257345879077911 0.15206930833704332 leaf_weight=8112 110 23 49 22 25 113 194 258 46 24 23 122879 102 557 657 28 38 21 102 316 129 33 20 39 31 53 26 35 20 34 leaf_count=8112 110 23 49 22 25 113 194 258 46 24 23 122879 102 557 657 28 38 21 102 316 129 33 20 39 31 53 26 35 20 34 internal_value=0 0.0369347 0.034829 0.032083 0.323069 0.0282372 0.135854 0.279867 0.0203972 -0.00213991 0.0230701 -0.00223554 -0.143703 -0.00198379 0.0543 0.116153 0.0903732 0.452894 -0.0026219 0.0755921 0.24667 -0.00299473 -0.00310218 -0.0415079 -0.109193 7.33838e-05 0.148574 0.109517 -0.0172543 0.0409674 internal_weight=0 8965 8942 8893 116 8777 596 371 8181 125154 8135 125130 212 124918 1400 644 595 49 123518 586 231 122932 122899 355 225 756 79 91 677 69 internal_count=134119 8965 8942 8893 116 8777 596 371 8181 125154 8135 125130 212 124918 1400 644 595 49 123518 586 231 122932 122899 355 225 756 79 91 677 69 cat_boundaries=0 6 7 8 13 14 20 25 26 cat_threshold=32768 393217 4160 428441600 33686081 2105344 32768 2579 0 2 4 0 8192 1752 10552320 4128 536890624 32 16777216 536870928 33554944 1048576 17664 0 16777216 1084 is_linear=0 shrinkage=0.01 Tree=250 num_leaves=19 num_cat=3 split_feature=0 6 25 8 6 3 0 2 10 0 24 6 23 6 25 0 10 8 split_gain=122087 114893 93146.9 118777 149782 291499 143262 114517 83327.5 75922.1 74395.5 40947.5 40706.1 29730.7 86004.2 30835.8 11411.8 2758.56 threshold=1083.9006000000002 1043.5418000000002 0 404.00100000000003 442.89500000000004 39.438375000000001 108.06300000000002 783.48000000000013 218.00000000000003 79.448400000000007 1 650.90000000000009 248.55000000000004 100.64650000000002 2 332.39451000000003 5.6142500000000011 493.30000000000007 decision_type=2 2 9 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 left_child=1 2 3 4 8 11 16 12 10 -10 -1 -6 13 15 -15 -4 17 -5 right_child=-2 -3 7 6 5 -7 -8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19 leaf_value=0.04519745836751618 0.55274093347787856 -0.60852400841251497 -0.0036567074522535509 -0.17823082035238091 0.31853792423155247 1.4973777480125428 -1.037476616814023 0.71852185596119267 -0.11648405985398727 -0.75487822578066865 0.0035420429978102502 -0.18877093278444729 0.4480790719985962 0.2808805184097557 0.0036464959305313933 0.14869612433856591 -0.34214917239688691 -0.048163138079264804 leaf_weight=8515 40 31 116192 22 41 20 21 22 165 21 8643 26 20 133 527 133 21 63 leaf_count=8515 40 31 116192 22 41 20 21 22 165 21 8643 26 20 133 527 133 21 63 internal_value=0 0.000193014 0.000333224 0.0218043 0.0240368 0.437926 -0.282894 -0.00288977 0.0219606 -0.188561 0.0242428 0.121672 -0.00302566 -0.00310279 0.0638244 -0.00348252 -0.133401 -0.0818277 internal_weight=0 134616 134585 17558 17431 87 127 117027 17344 186 17158 67 117005 116985 660 116325 106 85 internal_count=134656 134616 134585 17558 17431 87 127 117027 17344 186 17158 67 117005 116985 660 116325 106 85 cat_boundaries=0 6 7 13 cat_threshold=4243456 605160451 282628 2177990784 167780417 16785440 1079 33555456 0 64 0 16777216 536870912 is_linear=0 shrinkage=0.01 Tree=251 num_leaves=19 num_cat=2 split_feature=0 6 25 8 6 3 0 2 10 0 24 13 6 23 0 10 8 13 split_gain=119658 112606 91293.6 116413 146802 285698 140411 112238 81669.5 74411.2 72916.8 40497.9 40132.6 39919.2 29925.4 11184.7 2703.67 583.868 threshold=1083.9006000000002 1043.5418000000002 0 404.00100000000003 442.89500000000004 39.438375000000001 108.06300000000002 783.48000000000013 218.00000000000003 79.448400000000007 1 382.71220000000005 650.90000000000009 248.55000000000004 430.17000000000002 5.6142500000000011 493.30000000000007 513.23075000000006 decision_type=2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 3 4 8 12 15 11 10 -10 -1 13 -6 14 -4 16 -5 -13 right_child=-2 -3 7 6 5 -7 -8 -9 9 -11 -12 17 -14 -15 -16 -17 -18 -19 leaf_value=0.044746013987597484 0.54721353638172143 -0.60243876457214351 -0.0033321640970957068 -0.17644851316105237 0.31535256851010207 1.4824040064811705 -1.0271018564133416 0.71133665041490035 -0.11531921765298554 -0.74732943716503331 0.0035066637255386592 0.22728040580749512 -0.18688322103940525 0.44359833574295049 0.19260521454688831 -0.33872768396422975 -0.047681505793616887 0.2917789374291897 leaf_weight=8515 40 31 116850 22 41 20 21 22 165 21 8643 25 26 20 78 21 63 32 leaf_count=8515 40 31 116850 22 41 20 21 22 165 21 8643 25 26 20 78 21 63 32 internal_value=0 0.000191331 0.00033014 0.0215865 0.0237967 0.433547 -0.280065 -0.00286063 0.0217413 -0.186675 0.0240006 -0.00299516 0.120455 -0.00312505 -0.00320146 -0.132067 -0.0810094 0.26349 internal_weight=0 134616 134585 17558 17431 87 127 117027 17344 186 17158 117005 67 116948 116928 106 85 57 internal_count=134656 134616 134585 17558 17431 87 127 117027 17344 186 17158 117005 67 116948 116928 106 85 57 cat_boundaries=0 6 7 cat_threshold=4243456 605160451 282628 2177990784 167780417 16785440 1079 is_linear=0 shrinkage=0.01 Tree=252 num_leaves=14 num_cat=1 split_feature=0 6 9 25 2 8 6 5 2 23 23 0 8 split_gain=117277 110366 127654 88058.2 110117 90343.8 134143 318917 60787.8 46786.9 44411.2 24194.5 5952.3 threshold=1083.9006000000002 1043.5418000000002 1037.4750000000001 0 783.48000000000013 574.83500000000015 442.89500000000004 80.262500000000017 482.16800000000006 13.455000000000002 27.508500000000002 16.248875000000002 808.31735000000015 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 9 6 8 -8 -1 11 -11 -5 -7 right_child=-2 -3 -4 4 -6 12 7 -9 -10 10 -12 -13 -14 leaf_value=0.020416876326976627 0.54174138939380645 -0.5964143836882807 0.70095534544724691 -0.0044312603641148895 0.70422323226928707 -0.233725188712816 0.091510142485300691 1.5189294104576112 -0.21116571372015436 0.46052883315654031 0.033548953862025818 0.019611434046529239 -0.4107833431317256 leaf_weight=19745 40 31 26 110059 22 37 72 20 114 42 58 4351 39 leaf_count=19745 40 31 26 110059 22 37 72 20 114 42 58 4351 39 internal_value=0 0.000189454 0.000326874 0.000191496 -0.00319175 0.0195317 0.0208524 0.401819 0.0190875 -0.00332794 0.212881 -0.00351692 -0.324584 internal_weight=0 134616 134585 134559 114532 20027 19951 92 19859 114510 100 114410 76 internal_count=134656 134616 134585 134559 114532 20027 19951 92 19859 114510 100 114410 76 cat_boundaries=0 6 cat_threshold=4243456 605160451 282628 2177990784 167780417 557850656 is_linear=0 shrinkage=0.01 Tree=253 num_leaves=18 num_cat=1 split_feature=0 6 25 2 6 5 10 3 6 2 2 0 13 23 0 7 13 split_gain=114943 108169 87800.5 107816 94509.3 389719 104464 110920 70359.3 50265.9 111832 59039.2 39641.7 39074.4 29260.9 28580.3 568.262 threshold=1083.9006000000002 1043.5418000000002 0 783.48000000000013 442.89500000000004 80.262500000000017 218.00000000000003 155.97750000000002 545.08500000000015 440.18000000000006 293.03820000000002 57.417500000000011 382.71220000000005 248.55000000000004 430.17000000000002 97.492500000000007 513.23075000000006 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 12 6 8 9 15 -6 10 -1 -11 13 14 -4 -8 -14 right_child=-2 -3 3 -5 5 -7 7 -9 -10 11 -12 -13 16 -15 -16 -17 -18 leaf_value=0.021629954165907711 0.53632396876811983 -0.59045021887748472 -0.0032707321422133129 0.69718105792999274 0.38138398051261901 1.5377660524277459 -0.17503675328860493 -0.9142408075332642 -0.25985735134644938 -0.08023510836680002 0.3537381820117726 -0.65928920473371233 0.2249932472229004 0.4389056425094604 0.19047909608254066 0.21748274911017645 0.28862393319606783 leaf_weight=17033 40 31 116850 22 28 21 159 20 44 109 102 21 25 20 78 21 32 leaf_count=17033 40 31 116850 22 28 21 159 20 44 109 102 21 25 20 78 21 32 internal_value=0 0.000187559 0.000323605 -0.00280553 0.0211694 0.33912 0.0194884 -0.207743 -0.0104857 0.0221207 0.0236069 -0.173775 -0.00293739 -0.00306589 -0.00314149 -0.129243 0.260716 internal_weight=0 134616 134585 117027 17558 93 17465 200 72 17265 17135 130 117005 116948 116928 180 57 internal_count=134656 134616 134585 117027 17558 93 17465 200 72 17265 17135 130 117005 116948 116928 180 57 cat_boundaries=0 6 cat_threshold=4243456 605160451 282628 2177990784 167780417 16785440 is_linear=0 shrinkage=0.01 Tree=254 num_leaves=14 num_cat=1 split_feature=0 6 9 25 2 8 6 5 10 0 6 0 8 split_gain=112655 106017 125006 84667.9 105779 88319.1 129407 306135 73771.7 28652.8 24212.8 16866.4 5792.71 threshold=1083.9006000000002 1043.5418000000002 1037.4750000000001 0 783.48000000000013 574.83500000000015 442.89500000000004 80.262500000000017 218.00000000000003 430.17000000000002 100.64650000000002 638.18750000000011 808.31735000000015 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 9 6 8 -8 -1 10 -5 -11 -7 right_child=-2 -3 -4 4 -6 12 7 -9 -10 11 -12 -13 -14 leaf_value=0.020715437731853723 0.53096075463294978 -0.58454572500721103 0.69364495644202606 -0.0037263794277896012 0.69020921447060335 -0.23145475719426131 0.090610774159431459 1.4891329660415651 -0.16771183556602115 0.30757869963950302 0.059188736356491967 -0.022903414187224014 -0.40612326655632408 leaf_weight=19649 40 31 26 113825 22 37 72 20 210 47 615 23 39 leaf_count=19649 40 31 26 113825 22 37 72 20 210 47 615 23 39 internal_value=0 0.000185683 0.000320369 0.000186402 -0.00313108 0.0191507 0.0204564 0.394637 0.0187229 -0.00326456 -0.00338827 0.198992 -0.321087 internal_weight=0 134616 134585 134559 114532 20027 19951 92 19859 114510 114440 70 76 internal_count=134656 134616 134585 134559 114532 20027 19951 92 19859 114510 114440 70 76 cat_boundaries=0 6 cat_threshold=4243456 605160451 282628 2177990784 167780417 557850656 is_linear=0 shrinkage=0.01 Tree=255 num_leaves=13 num_cat=1 split_feature=3 2 7 7 25 6 0 0 23 12 22 7 split_gain=381297 109077 89292.1 153246 82547.1 202722 206050 94742.5 43745.2 43801.1 29943.5 1368.06 threshold=1048.2900000000002 1048.2900000000002 783.48000000000013 650.90000000000009 0 442.89500000000004 39.544300000000007 782.62500000000011 4.432500000000001 119.57250000000001 12.589200000000002 1042.2668000000001 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 9 -6 -10 -4 right_child=-2 -3 11 -5 8 6 -8 -9 10 -11 -12 -13 leaf_value=0.019705437620447405 1.0439260640825545 0.54292035373481551 -0.38742010813493 0.73976475511278428 -0.003185294308840075 0.23046106661283053 1.3698420801616851 0.48459398746490479 0.10155865412561139 0.098871045944532526 0.5074703199863434 -0.49593902587890626 leaf_weight=11879 35 37 26 28 121374 65 21 44 199 422 20 21 leaf_count=11879 35 37 26 28 121374 65 21 44 199 422 20 21 internal_value=0 3.67892e-05 -0.000113001 3.97931e-05 -0.000114749 0.0248897 0.508682 0.021421 -0.00257758 -0.00283169 0.138628 -0.435907 internal_weight=0 134136 134099 134052 134024 12009 86 11923 122015 121796 219 47 internal_count=134171 134136 134099 134052 134024 12009 86 11923 122015 121796 219 47 cat_boundaries=0 6 cat_threshold=1097728 67503107 33566996 3623911552 134230595 18948096 is_linear=0 shrinkage=0.01 Tree=256 num_leaves=13 num_cat=3 split_feature=3 2 7 7 25 6 0 24 23 24 22 7 split_gain=373709 106907 87515.2 150196 80612.1 198206 201949 95470.8 42829.5 75176.7 42890.6 1340.84 threshold=1048.2900000000002 1048.2900000000002 783.48000000000013 650.90000000000009 0 442.89500000000004 39.544300000000007 1 4.432500000000001 2 231.57000000000002 1042.2668000000001 decision_type=2 2 2 2 9 2 2 1 2 1 2 2 left_child=1 2 3 4 5 7 -7 -1 10 -10 -6 -4 right_child=-2 -3 11 -5 8 6 -8 -9 9 -11 -12 -13 leaf_value=-0.028238913439731377 1.0334868093218124 0.53749112786473452 -0.38354590746072625 0.73236710071563726 -0.0028216663724681713 0.22815645159207859 1.3561436562311082 0.038560836967743158 0.32053294063419913 -0.043149786368012429 0.37533677705128987 -0.49097963333129885 leaf_weight=2857 35 37 26 28 122377 65 21 8455 101 118 30 21 leaf_count=2857 35 37 26 28 122377 65 21 8455 101 118 30 21 internal_value=0 3.64213e-05 -0.000111871 3.93952e-05 -0.000113601 0.0253126 0.503595 0.0216988 -0.00247881 0.137242 -0.00272899 -0.431548 internal_weight=0 134136 134099 134052 134024 11398 86 11312 122626 219 122407 47 internal_count=134171 134136 134099 134052 134024 11398 86 11312 122626 219 122407 47 cat_boundaries=0 6 7 8 cat_threshold=1097728 67503107 33566996 1476427904 134230595 18948096 131 2658 is_linear=0 shrinkage=0.01 Tree=257 num_leaves=13 num_cat=3 split_feature=3 2 7 7 25 6 0 24 23 24 12 7 split_gain=366272 104779 85773.7 147207 79007.1 194262 197931 93583.8 42054 73812.5 41942.5 1314.15 threshold=1048.2900000000002 1048.2900000000002 783.48000000000013 650.90000000000009 0 442.89500000000004 39.544300000000007 1 4.432500000000001 2 114.72000000000001 1042.2668000000001 decision_type=2 2 2 2 9 2 2 1 2 1 2 2 left_child=1 2 3 4 5 7 -7 -1 10 -10 -6 -4 right_child=-2 -3 11 -5 8 6 -8 -9 9 -11 -12 -13 leaf_value=-0.018874770057138973 1.0231519625527519 0.53211625846656596 -0.37971044943882865 0.725043466091156 -0.0030520749615614725 0.22587489172128533 1.3425822357904342 0.041946832885860569 0.31761636837645696 -0.042752001397311688 0.095091753328982023 -0.48606983866010395 leaf_weight=3810 35 37 26 28 121970 65 21 7502 101 118 437 21 leaf_count=3810 35 37 26 28 121970 65 21 7502 101 118 437 21 internal_value=0 3.62717e-05 -0.000110537 3.92159e-05 -0.00011225 0.0250595 0.498559 0.0214819 -0.00245379 0.135996 -0.0027017 -0.427233 internal_weight=0 134136 134099 134052 134024 11398 86 11312 122626 219 122407 47 internal_count=134171 134136 134099 134052 134024 11398 86 11312 122626 219 122407 47 cat_boundaries=0 6 7 8 cat_threshold=1097728 67503107 33566996 1476427904 134230595 18948096 147 2658 is_linear=0 shrinkage=0.01 Tree=258 num_leaves=13 num_cat=2 split_feature=3 2 7 7 25 6 0 0 23 24 22 7 split_gain=358983 102694 84066.9 144278 77434.7 190396 193992 92642.2 41292.5 72473.1 42015.8 1288 threshold=1048.2900000000002 1048.2900000000002 783.48000000000013 650.90000000000009 0 442.89500000000004 39.544300000000007 782.62500000000011 4.432500000000001 1 231.57000000000002 1042.2668000000001 decision_type=2 2 2 2 9 2 2 2 2 1 2 2 left_child=1 2 3 4 5 7 -7 -1 10 -10 -6 -4 right_child=-2 -3 11 -5 8 6 -8 -9 9 -11 -12 -13 leaf_value=0.019478973073988656 1.0129204352242607 0.52679507513304014 -0.37591334342956545 0.71779300689697267 -0.0027664095659086611 0.22361614784827599 1.3291564069475448 0.47923166925256899 0.31472634770043262 -0.042357880491763353 0.37151577536265057 -0.48120914005097887 leaf_weight=11268 35 37 26 28 122377 65 21 44 101 118 30 21 leaf_count=11268 35 37 26 28 122377 65 21 44 101 118 30 21 internal_value=0 3.6131e-05 -0.00010921 3.90459e-05 -0.000110906 0.0248091 0.493574 0.0212673 -0.00242903 0.134762 -0.00267468 -0.42296 internal_weight=0 134136 134099 134052 134024 11398 86 11312 122626 219 122407 47 internal_count=134171 134136 134099 134052 134024 11398 86 11312 122626 219 122407 47 cat_boundaries=0 6 7 cat_threshold=1097728 67503107 33566996 1476427904 134230595 18948096 2658 is_linear=0 shrinkage=0.01 Tree=259 num_leaves=15 num_cat=5 split_feature=3 7 7 0 4 25 24 25 24 9 6 6 25 7 split_gain=351840 82450.7 141349 81130.3 295002 181471 517114 69992.9 188272 72591 69834.1 47420.6 40054.6 1262.37 threshold=1048.2900000000002 783.48000000000013 650.90000000000009 95.466000000000022 400.30000000000007 0 1 2 3 1037.4750000000001 2.6001765000000003 783.48000000000013 4 1042.2668000000001 decision_type=2 2 2 2 2 9 1 9 1 2 2 2 9 2 left_child=1 2 3 7 5 6 -5 8 -1 11 -7 -9 -10 -3 right_child=-2 13 -4 4 -6 10 -8 9 12 -11 -12 -13 -14 -15 leaf_value=0.47304153651521919 1.0027912336077009 -0.3721542127315815 0.71061506884438663 0.79161923873073914 1.1049320814344619 -0.023695787549501489 -0.05432404463941401 -0.0013479539815090169 0.11946631603161162 0.58652608054024835 0.18414979340568668 -0.32602503495746193 -0.05365116285105221 -0.47639704795110793 leaf_weight=104 35 26 28 109 27 1235 188 131622 229 21 186 45 295 21 leaf_count=104 35 26 28 109 27 1235 188 131622 229 21 186 45 295 21 internal_value=0 3.59727e-05 0.000182756 3.43751e-05 0.0677749 0.051475 0.271813 -0.000858996 0.103629 -0.00136505 0.00348537 -0.00145892 0.0228256 -0.418731 internal_weight=0 134136 134089 134061 1745 1718 297 132316 628 131688 1421 131667 524 47 internal_count=134171 134136 134089 134061 1745 1718 297 132316 628 131688 1421 131667 524 47 cat_boundaries=0 6 7 12 13 18 cat_threshold=578813952 4352 134217728 2147483648 1 268435456 90 0 262146 4100 128 8256 1028 0 262144 4 128 64 is_linear=0 shrinkage=0.01 Tree=260 num_leaves=25 num_cat=2 split_feature=8 0 5 3 0 1 2 2 3 25 7 7 2 0 7 1 4 25 8 4 7 8 8 8 split_gain=127692 147877 138518 1.54032e+06 318608 181041 214035 149987 123509 86845.6 123966 92054.8 70709.1 70707.2 65647.2 60000.9 57294 53881.1 19415.6 36585.7 9894.67 1169.78 702.532 141.857 threshold=574.83500000000015 24.245000000000005 120.63500000000002 442.27000000000004 430.17000000000002 166.69750000000002 32.273100000000007 1048.2900000000002 364.99000000000007 0 650.90000000000009 783.48000000000013 150.48552500000002 478.01250000000005 167.30033750000004 29.184500000000003 482.64500000000004 1 26.407500000000002 8.1130000000000013 294.25100000000003 1066.3056000000001 808.31735000000015 675.58140000000014 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=2 21 7 4 5 14 -7 8 9 13 16 -12 18 15 17 -1 -11 -4 19 -10 -16 22 23 -2 right_child=1 -3 3 -5 -6 6 -8 -9 12 10 11 -13 -14 -15 20 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.14054371106658076 -0.15504067023595175 -1.1151668193340303 -0.12377257760275495 2.6730666044484015 1.1289613181573375 1.0701892979485648 -0.080888135592142751 0.65336218588692807 -0.14847657056336991 -0.0015605833211919768 0.9908634821573894 0.15775870614581639 -0.79303993129730233 -0.45464114882729273 0.19218592838004786 -0.26704395344382842 -0.21926188607353808 0.034110488424487148 0.10242256309675134 -0.52072931935710298 0.46048624226025175 -0.23118510184080707 -0.10643639435768128 -0.1897946727534999 leaf_weight=729 24 20 342 23 27 35 30 35 178 131945 21 36 20 22 27 38 121 554 23 31 28 23 25 23 leaf_count=729 24 20 342 23 27 35 30 35 178 131945 21 36 20 22 27 38 121 554 23 31 28 23 25 23 internal_value=0 -0.333633 -0.000268955 0.11327 0.0568216 0.0283297 0.538923 -0.00117761 -0.00134965 -0.000930298 -0.00155869 0.464692 -0.222526 0.103012 -0.00656887 0.12035 -0.00176004 -0.0271536 -0.173344 -0.203691 0.328775 -0.169099 -0.149266 -0.172048 internal_weight=0 115 134265 1066 1043 1016 65 133199 133164 132912 132123 57 252 789 951 767 132066 896 232 209 55 95 72 47 internal_count=134380 115 134265 1066 1043 1016 65 133199 133164 132912 132123 57 252 789 951 767 132066 896 232 209 55 95 72 47 cat_boundaries=0 5 11 cat_threshold=1048576 2 4100 134283264 33693760 4243456 4096 2304 4194304 1 570425360 is_linear=0 shrinkage=0.01 Tree=261 num_leaves=24 num_cat=2 split_feature=8 0 5 0 2 17 12 2 25 1 4 25 7 7 0 1 18 1 4 8 8 8 26 split_gain=125151 144934 135741 525397 604636 240647 159117 147002 93866.9 221465 72921.2 70854.4 90194.4 114391 67207.1 56916.1 51985.7 45039.9 5074.95 1146.5 688.552 139.034 8.22277 threshold=574.83500000000015 24.245000000000005 120.63500000000002 311.36400000000009 13.504000000000001 109.37875000000001 205.70000000000002 1048.2900000000002 0 172.67400000000001 648.37500000000011 1 650.90000000000009 783.48000000000013 478.01250000000005 29.184500000000003 520.79087500000014 110.64500000000001 779.31175000000019 1066.3056000000001 808.31735000000015 675.58140000000014 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=2 19 7 5 -5 6 8 10 9 -4 11 14 16 -14 15 -1 -13 -10 -12 20 21 -2 -20 right_child=1 -3 3 4 -6 -7 -8 -9 17 -11 18 12 13 -15 -16 -17 -18 -19 22 -21 -22 -23 -24 leaf_value=0.13063486799722612 -0.15349026530981064 -1.1040151259899138 0.057067038607971556 0.13283003044128416 2.4655804836750033 0.96343331879582905 0.76909203989752417 0.64682854679652624 -0.061751530912589614 0.88315013504028317 -0.1798867724410125 -0.0017816670591575563 0.98095487412952243 0.065515482731354546 -0.45009473453868515 -0.2665155611540142 -0.38183967716164063 -0.53529729979378837 -0.33834711733318512 -0.22887324810028076 -0.10537202758789063 -0.18789672149264294 -0.34614422835801778 leaf_weight=716 24 20 446 25 20 29 29 35 461 35 28 132205 21 39 22 38 36 21 21 23 25 23 38 leaf_count=716 24 20 446 25 20 29 29 35 461 35 28 132205 21 39 22 38 36 21 21 23 25 23 38 internal_value=0 -0.330296 -0.000266332 0.112129 1.16961 0.0655208 0.0392713 -0.00116584 0.0172933 0.114791 -0.00133615 -0.00114694 -0.00170913 0.385919 0.0935177 0.110619 -0.00188513 -0.0807087 -0.290754 -0.167408 -0.147773 -0.170327 -0.343369 internal_weight=0 115 134265 1066 45 1021 992 133199 963 481 133164 133077 132301 60 776 754 132241 482 87 95 72 47 59 internal_count=134380 115 134265 1066 45 1021 992 133199 963 481 133164 133077 132301 60 776 754 132241 482 87 95 72 47 59 cat_boundaries=0 5 10 cat_threshold=33280 1179904 17408 0 16777217 0 2 4100 134283264 33693760 is_linear=0 shrinkage=0.01 Tree=262 num_leaves=24 num_cat=4 split_feature=8 0 5 0 2 17 12 2 24 5 4 25 24 7 7 24 0 18 4 8 8 8 4 split_gain=122660 142050 133040 514942 592604 235858 155950 144077 140116 314338 71470.1 69444.4 286020 88399.6 112115 82637.4 57735.6 51079.3 4973.96 1123.69 674.849 136.267 0.805239 threshold=574.83500000000015 24.245000000000005 120.63500000000002 311.36400000000009 13.504000000000001 109.37875000000001 205.70000000000002 1048.2900000000002 0 336.69250000000005 648.37500000000011 1 2 650.90000000000009 783.48000000000013 3 43.278000000000006 426.32200000000006 779.31175000000019 1066.3056000000001 808.31735000000015 675.58140000000014 1048.2900000000002 decision_type=2 2 2 2 2 2 2 2 1 2 2 9 1 2 2 1 2 2 2 2 2 2 2 left_child=2 19 7 5 -5 6 8 10 9 -4 11 12 -1 17 -15 -14 -10 -13 -12 20 21 -2 -20 right_child=1 -3 3 4 -6 -7 -8 -9 16 -11 18 13 15 14 -16 -17 -18 -19 22 -21 -22 -23 -24 leaf_value=0.52374189101910407 -0.15195536255836486 -1.0929749681949616 0.028006035959398427 0.13150170364379882 2.4409246760010719 0.95379897323148 0.76140113370171902 0.64036021968296597 -0.064047911750198389 1.0526356335384091 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134283264 33693760 132 2328 is_linear=0 shrinkage=0.01 Tree=263 num_leaves=40 num_cat=9 split_feature=5 3 1 2 5 1 2 3 24 5 2 25 24 25 26 25 26 2 24 3 4 0 0 24 5 5 2 3 12 26 25 4 5 0 24 5 4 3 3 split_gain=97638.4 963662 218517 245238 293653 247229 120617 110525 93230.8 169381 83040.3 76217.3 225340 145973 118540 97177.4 207040 74977.9 80475.4 81635.7 56379 58545.6 54566.4 149693 50436 49238 48197.5 46972.1 45842.3 45548.9 39570.3 35359.2 29316.2 18965.8 16786.2 13794.5 11704.7 4691.94 838.225 threshold=80.262500000000017 483.18750000000006 96.020000000000024 126.84510000000002 336.69250000000005 133.53660000000005 1048.2900000000002 364.99000000000007 0 483.07500000000005 28.745500000000003 1 2 3 2022.5000000000002 4 2022.5000000000002 155.87100000000004 5 782.62500000000011 482.64500000000004 8.0855000000000015 25.333500000000004 6 132.07150000000004 366.02500000000003 223.35100000000003 782.62500000000011 105.51500000000003 2022.5000000000002 7 60.372500000000009 166.14750000000004 13.504000000000001 8 336.69250000000005 648.37500000000011 0.99444450000000018 544.35000000000002 decision_type=2 2 2 2 2 2 2 2 1 2 2 9 1 9 2 9 2 2 1 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 left_child=6 2 8 4 5 -4 7 11 9 10 35 12 13 14 -1 34 -17 18 19 38 22 36 30 -24 -12 26 28 33 -10 -15 -13 37 -7 -20 -14 -2 -22 -27 -9 right_child=1 -3 3 -5 -6 32 -8 17 25 -11 24 20 15 29 -16 16 -18 -19 27 -21 21 -23 23 -25 -26 31 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 leaf_value=0.32007940320407641 -0.013382077300295813 2.0666865475972496 1.3406274852298554 -0.25234499732653304 1.7337687637692407 0.32431398638972531 0.57729741944207091 -0.10746131524895176 -0.03821037409770818 0.77313817036779298 0.82735383415222175 0.020634648452544133 -0.020427823671152895 -0.11828740047626807 0.92465893622367623 0.51684049736369742 -0.16719287025794555 -0.7989576654434204 -0.16298000198953294 0.59002646186135033 0.0080183890253998514 -0.70902320551872255 0.11708521534310889 -0.0088908325177425775 0.20406139760404021 -0.15314350398450061 0.460530945005871 -0.7066554468253563 0.41493244108946431 0.25679031703783117 -0.0041027270981364231 -0.49365001938559794 -0.12000099947958281 -0.51329441642761231 -0.16845779434973451 0.2192991648401533 -0.20530959463416365 0.012701177597045898 -0.039469106101989747 leaf_weight=68 283 24 21 39 21 27 36 66 761 38 20 6823 132 61 62 88 89 20 68 22 43 20 1417 2785 37 116 21 29 23 69 120600 33 33 20 228 28 64 20 25 leaf_count=68 283 24 21 39 21 27 36 66 761 38 20 6823 132 61 62 88 89 20 68 22 43 20 1417 2785 37 116 21 29 23 69 120600 33 33 20 228 28 64 20 25 internal_value=0 0.0785004 0.0471286 0.422109 0.679988 0.406785 -0.00145676 -0.00161366 0.00881542 0.134206 0.0718766 -0.00121746 0.0956696 0.331842 0.564959 -0.0226543 0.163646 -0.211677 -0.160609 0.0398488 -0.00181067 -0.212405 -0.00160762 0.0338483 0.42276 -0.0443746 -0.0122528 -0.329461 -0.0249166 0.0750214 -0.00277684 -0.200006 0.0799407 -0.242597 -0.116199 0.00756672 -0.11958 -0.128755 -0.0887821 internal_weight=0 1545 1521 141 102 81 132835 132799 1380 406 368 132549 797 260 130 537 177 250 230 113 131752 127 131625 4202 57 974 805 117 784 130 127423 169 60 88 360 311 107 136 91 internal_count=134380 1545 1521 141 102 81 132835 132799 1380 406 368 132549 797 260 130 537 177 250 230 113 131752 127 131625 4202 57 974 805 117 784 130 127423 169 60 88 360 311 107 136 91 cat_boundaries=0 1 6 7 12 17 18 19 25 26 cat_threshold=832 262144 2 4100 134283264 33693760 197 0 2 4096 0 8192 0 2 4096 134217728 8192 1798 90 2152726528 67239953 1073882000 2973794304 134224386 18882608 1792 is_linear=0 shrinkage=0.01 Tree=264 num_leaves=27 num_cat=2 split_feature=8 0 5 3 0 24 1 2 8 3 5 4 7 7 2 24 3 7 3 6 2 4 8 8 8 4 split_gain=120660 139598 128563 1.48582e+06 299339 172929 643682 138649 136725 119149 70811 68746.8 69764.4 110626 67891.5 81199.5 74037.4 58501.9 54838.9 49318.5 41634 5100.79 1060.59 655.742 139.492 21.1809 threshold=574.83500000000015 24.245000000000005 120.63500000000002 442.27000000000004 430.17000000000002 0 161.54175000000006 1048.2900000000002 94.790000000000006 364.99000000000007 336.69250000000005 648.37500000000011 650.90000000000009 783.48000000000013 150.48552500000002 1 782.62500000000011 260.88220000000007 782.62500000000011 783.48000000000013 126.84510000000002 779.31175000000019 1066.3056000000001 808.31735000000015 675.58140000000014 1048.2900000000002 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=2 22 7 4 5 6 8 9 -4 11 17 12 19 -14 15 16 -11 -7 -17 -1 -12 -13 23 24 -2 -23 right_child=1 -3 3 -5 -6 10 -8 -9 -10 14 20 21 13 -15 -16 18 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 leaf_value=-0.00097175494289821883 -0.15070953299601875 -1.0836517721414567 0.035901573193378937 2.6232311252925706 1.0928995771871672 -0.025003079414367677 1.8722441360083495 0.62818367549351284 0.82315763746698689 -0.093520396073659265 -0.17842606771806754 -0.17465749019490823 0.90304881962862882 0.037786196178860136 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cat_boundaries=0 1 2 cat_threshold=585 1798 is_linear=0 shrinkage=0.01 Tree=265 num_leaves=31 num_cat=9 split_feature=25 4 24 5 3 2 7 3 25 2 25 6 6 12 5 12 25 14 3 6 24 2 25 24 11 7 6 7 3 24 split_gain=112092 158623 108089 218486 189200 441211 149625 119639 115859 95912.3 81257.3 79958.7 497836 63788.3 306802 89792.5 59463.5 56437 54192.2 52716.7 52048.2 42803.5 116861 97784.2 38430.8 36418.9 34130.9 30497.2 27513.3 27206.4 threshold=0 779.31175000000019 1 336.69250000000005 242.64500000000001 121.92880000000001 549.10000000000002 650.90000000000009 2 1048.2900000000002 3 8.0855000000000015 15.582750000000003 174.97500000000002 155.77150000000003 205.70000000000002 4 10.533000000000001 1048.2900000000002 89.850000000000009 5 98.436000000000021 6 7 756.4475000000001 121.38150000000003 338.4500000000001 57.417500000000011 442.27000000000004 8 decision_type=9 2 1 2 2 2 2 2 9 2 9 2 2 2 2 2 9 2 2 2 1 2 9 1 2 2 2 2 2 1 left_child=1 2 4 6 8 7 10 28 11 13 -4 17 -13 18 15 -15 -10 -1 21 -12 -18 24 23 -23 26 29 -2 -24 -6 -17 right_child=9 -3 3 -5 5 -7 -8 -9 16 -11 19 12 -14 14 -16 25 20 -19 -20 -21 -22 22 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.013890090582592883 -0.0028158711159082762 0.84551277677218128 0.23051402109772412 0.69142350684271914 0.26755098621050516 1.8171325740814208 0.85444492769241343 -0.41161604156494142 0.34007627913622351 0.69044584846496582 -0.025385535185089871 1.6625203329324723 0.057414398587439672 0.45404306995107774 1.2793930572813208 0.12762190869876316 0.16493286095936088 -0.18619004473590209 -0.48783114557680879 0.17168759533337183 0.044907878282054371 -0.028426109152641283 -0.00011005603630124157 0.3105028757633585 0.4248205988747733 -0.41162239573218606 -0.14942320702960657 -0.26124585792422295 0.70900967884063715 -0.086352197040957729 leaf_weight=2619 123036 24 124 45 48 20 20 25 113 20 4456 21 242 47 22 102 742 149 23 140 745 131 655 254 21 22 159 48 20 117 leaf_count=2619 123036 24 124 45 48 20 20 25 113 20 4456 21 242 47 22 102 742 149 23 140 745 131 655 254 21 22 159 48 20 117 internal_value=0 0.0335234 0.0315135 -0.00208339 0.0652676 0.469689 -0.00867171 0.179917 0.0555404 -0.00200206 -0.012329 0.0188895 0.185579 -0.00211334 0.141155 0.0542058 0.124077 0.00311988 -0.00247056 -0.0193404 0.105501 -0.00238076 0.0600669 0.197379 -0.00293217 -0.0237708 -0.00300509 -0.0176885 0.397392 0.0151914 internal_weight=0 9553 9529 4785 4744 113 4740 93 4631 124657 4720 3031 263 124637 310 288 1600 2768 124327 4596 1487 124304 1088 385 123216 241 123195 703 68 219 internal_count=134210 9553 9529 4785 4744 113 4740 93 4631 124657 4720 3031 263 124637 310 288 1600 2768 124327 4596 1487 124304 1088 385 123216 241 123195 703 68 219 cat_boundaries=0 6 7 12 17 21 22 28 29 30 cat_threshold=2147778560 393232 8532 961577088 33731072 2105376 3440 294912 131088 64 1081344 41472 0 16 0 0 8704 0 262144 4 16777216 1120 268453376 1048832 1024 0 16385 536870912 1574 3844 is_linear=0 shrinkage=0.01 Tree=266 num_leaves=19 num_cat=0 split_feature=0 3 7 8 4 9 9 6 11 5 3 4 12 9 20 11 19 0 split_gain=94832.4 480169 239055 96911.2 177371 69775.6 425966 60764.2 60342 446999 160779 83540 51506.6 49008.1 46746.4 34158.7 33162.4 22228 threshold=33.677000000000014 650.90000000000009 483.07500000000005 338.4500000000001 400.30000000000007 221.38740500000003 140.83674000000002 1043.5418000000002 232.77000000000001 172.35100000000003 1048.2900000000002 35.292500000000011 74.975500000000025 797.90800000000002 323.25000000000006 323.97600000000006 275.92650000000003 110.69500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 4 5 6 -2 8 10 11 13 12 15 14 16 -10 -1 -7 right_child=1 -3 -4 -5 -6 17 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.0010994198422029516 0.029858551190823736 1.5228871510245583 1.0576051724475364 -0.52181727501653852 0.83253473043441772 -0.13037401205301286 1.4255536031723022 -0.49386937365531924 0.090247684636941314 1.5460740062168665 -0.73314377085367843 0.66315769577026373 0.39445216096680741 -0.35096257901191713 0.33672890418913304 -0.14402295018780617 0.22483116270945622 -0.59099995959888807 leaf_weight=129888 3624 22 23 31 28 20 22 25 104 21 30 20 29 40 41 155 65 22 leaf_count=129888 3624 22 23 31 28 20 22 25 104 21 30 20 29 40 41 155 65 22 internal_value=0 0.0498215 0.0412254 0.0349866 0.0396316 0.0336117 0.0382802 -0.00090884 -0.000814325 0.134444 -0.00115646 0.0381963 -0.00520377 -0.000987588 -0.000879899 -0.0499529 -0.000986414 -0.371654 internal_weight=0 3792 3770 3747 3716 3688 3646 130418 130393 329 130064 308 288 130034 129994 259 129953 42 internal_count=134210 3792 3770 3747 3716 3688 3646 130418 130393 329 130064 308 288 130034 129994 259 129953 42 is_linear=0 shrinkage=0.01 Tree=267 num_leaves=21 num_cat=1 split_feature=4 2 3 9 9 2 11 5 3 4 7 9 7 24 1 1 22 12 11 7 split_gain=93599.4 83848.4 457838 172093 447127 189969 85714.2 468969 185537 97205.3 63381.9 104464 79162.9 53175.7 74094.9 57336.9 43682.8 43650.9 35476.6 2287.63 threshold=1048.2900000000002 161.35500000000005 364.99000000000007 99.006000000000014 264.73700000000002 1048.2900000000002 232.77000000000001 125.2 1048.2900000000002 33.660945000000005 650.90000000000009 797.90800000000002 783.48000000000013 0 194.58675000000002 156.28525000000005 231.57000000000002 74.975500000000025 323.97600000000006 1042.2668000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 6 3 5 -5 13 8 9 10 17 11 16 -12 14 -3 -15 -1 18 -8 -14 right_child=-2 2 -4 4 -6 -7 7 -9 -10 -11 12 -13 19 15 -16 -17 -18 -19 -20 -21 leaf_value=-0.00064260750826990816 0.53302727800427063 0.00059689949744557455 1.1838851890048465 1.3815628643189706 -0.45864714121041089 -0.77972319306998417 0.099455071057264616 1.3519527222315473 -0.7870258941650391 0.71762899732589713 0.67615680725343763 -0.54694003786359513 0.092926514489310122 0.087981146975703861 -0.52215372151341932 0.48663250827789306 0.33408139791244118 0.35846505800882972 -0.13808319144278952 -0.043339382084933195 leaf_weight=132675 33 417 37 31 23 29 104 30 30 20 31 35 28 368 29 40 39 30 159 22 leaf_count=132675 33 417 37 31 23 29 104 30 30 20 31 35 28 368 29 40 39 30 159 22 internal_value=0 0.000388295 0.0928338 0.0497507 0.59777 0.0162365 -0.00028768 0.15759 -0.000695267 0.0431138 -0.000517672 -0.000688304 0.279128 0.0432656 -0.0326613 0.124025 -0.000544244 -0.00292815 -0.0441517 0.0329695 internal_weight=0 134177 974 937 54 883 133203 343 132860 313 132830 132749 81 854 446 408 132714 293 263 50 internal_count=134210 134177 974 937 54 883 133203 343 132860 313 132830 132749 81 854 446 408 132714 293 263 50 cat_boundaries=0 1 cat_threshold=3780 is_linear=0 shrinkage=0.01 Tree=268 num_leaves=31 num_cat=7 split_feature=25 4 24 5 3 2 7 0 3 25 0 0 17 2 25 25 24 12 3 9 3 19 2 5 18 25 23 12 26 26 split_gain=109286 153568 105809 212954 183620 427010 145429 132943 116862 113867 141122 222961 100928 95006.3 84938 58534.4 50998.4 49942.8 319250 198122 71559.3 48418.6 47975.6 106197 47576.6 38435 37711.9 33900.8 31702.1 13161.1 threshold=0 779.31175000000019 1 336.69250000000005 242.64500000000001 121.92880000000001 483.07500000000005 478.01250000000005 650.90000000000009 2 362.49400000000003 539.75000000000011 524.22500000000014 1048.2900000000002 3 4 5 31.174500000000002 150.51452500000002 99.006000000000014 782.62500000000011 112.018725 174.86250000000004 242.64500000000001 12.708540000000001 6 5.660000000000001 45.735500000000009 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 2 2 2 2 2 2 9 2 2 2 2 9 9 1 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 4 6 9 8 7 14 28 10 21 -12 13 17 -4 29 -17 20 24 -20 22 -1 26 -24 25 -19 -2 -26 -6 -11 right_child=12 -3 3 -5 5 -7 -8 -9 -10 15 11 -13 -14 -15 -16 16 -18 18 19 -21 -22 -23 23 -25 27 -27 -28 -29 -30 -31 leaf_value=0.0063388344991078165 -0.0034483621562708404 0.83203912655512502 0.24337680674691237 0.6825468393961589 0.1347186541557312 1.7885069236755371 0.72318876619692207 -0.56630914311076319 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internal_weight=0 9553 9529 4785 4744 113 4740 4713 93 4631 3031 46 124657 124624 4670 1600 1487 124604 1592 45 123012 2985 122970 504 1547 1453 122466 94 68 113 internal_count=134210 9553 9529 4785 4744 113 4740 4713 93 4631 3031 46 124657 124624 4670 1600 1487 124604 1592 45 123012 2985 122970 504 1547 1453 122466 94 68 113 cat_boundaries=0 6 7 12 17 21 22 28 cat_threshold=2147778560 393232 8532 961577088 33731072 2105376 3440 294912 131088 64 1081344 41472 0 16 0 0 8704 0 262144 4 16777216 1120 42010112 0 536887296 32 16793600 16 is_linear=0 shrinkage=0.01 Tree=269 num_leaves=32 num_cat=5 split_feature=25 4 24 0 0 25 1 5 3 3 17 2 1 4 3 6 3 25 5 5 3 7 3 25 0 18 1 5 0 3 4 split_gain=107217 150331 115122 198201 315544 136411 130830 390161 301816 113524 98906.6 93105.8 87803.2 84172.4 91328.8 81035.9 65523.5 74142.6 47005.7 46593.5 41156.6 78786.3 53299.5 101840 38049.5 37098.7 32050.8 29164 14213.9 9490.75 1041.28 threshold=0 779.31175000000019 1 311.36400000000009 393.76511200000004 2 113.87250000000002 80.262500000000017 40.940500000000007 544.35000000000002 524.22500000000014 1048.2900000000002 108.26750000000003 274.90450000000004 400.30000000000007 5.0180000000000007 0.9105000000000002 3 545.08500000000015 82.400500000000008 316.16700000000009 139.99850000000004 145.10250000000005 4 126.55500000000002 233.76189000000002 203.18100000000001 783.48000000000013 539.75000000000011 166.42500000000004 482.64500000000004 decision_type=9 2 1 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 12 9 8 26 13 11 18 15 14 -4 -1 17 -7 20 -14 22 24 25 -24 -22 -2 -8 -20 -6 -18 -15 right_child=10 -3 6 4 28 16 7 -9 -10 -11 -12 -13 19 30 -16 -17 29 -19 27 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 -32 leaf_value=0.022552089115301502 -0.0023435277096315035 0.82371874928474431 -0.003004552827141281 1.6552684497833252 0.37850109825134276 0.4318266919282106 0.1368209956776012 1.508039564219388 1.1679905319213868 -0.65495093981424979 0.54546225981278851 0.68016787719726568 -0.14184259256978674 -0.32848319703882389 0.64268989476290617 0.23262529370473256 -0.053477568512871151 0.14604585031791265 0.44899832467775086 -0.66112583184242257 -0.13123171135950623 -0.73672300505638122 0.30158550269546963 -0.0038974023443279844 0.2783047975026644 -0.20214602029571932 -0.16216324236786481 0.046323296546936038 0.062386695977413295 -0.30276023507118227 -0.41151236078013548 leaf_weight=2377 123999 24 5101 20 25 101 55 22 23 27 33 20 127 44 22 199 42 879 37 20 178 20 158 320 26 93 103 35 33 24 23 leaf_count=2377 123999 24 5101 20 25 101 55 22 23 27 33 20 127 44 22 199 42 879 37 20 178 20 158 320 26 93 103 35 33 24 23 internal_value=0 0.0332639 0.0312527 0.0729956 0.572137 0.0628595 0.00148697 0.250557 0.0977134 -0.0082018 -0.00192937 -0.00207417 0.0251234 -0.0048372 -0.000231709 0.0387806 0.159333 0.181395 -0.00218344 -0.212493 -0.00233082 -0.137758 -0.0020873 0.103306 -0.0790359 -0.00249327 -0.0580865 0.253254 0.198643 -0.144126 -0.356986 internal_weight=0 9291 9267 3847 78 3769 5420 203 181 5217 124919 124886 2723 5190 5123 2576 1046 980 124866 147 124794 224 124570 478 204 124092 158 72 58 66 67 internal_count=134210 9291 9267 3847 78 3769 5420 203 181 5217 124919 124886 2723 5190 5123 2576 1046 980 124866 147 124794 224 124570 478 204 124092 158 72 58 66 67 cat_boundaries=0 6 7 13 18 21 cat_threshold=2147778560 393216 8532 961577088 33697792 2105376 1392 32768 131072 8272 1081344 12288 32 0 0 4 16777216 33554432 37748736 4128 17408 is_linear=0 shrinkage=0.01 Tree=270 num_leaves=25 num_cat=4 split_feature=0 9 18 24 1 2 26 7 7 1 7 24 5 3 24 11 5 3 18 24 0 26 0 26 split_gain=110132 451632 228885 322488 168651 129413 125810 77616.2 77274.3 60657.3 218594 203176 619295 106082 55889.6 46158.7 244436 52011.4 58065.1 40540 24489 14697.9 14187 12016.8 threshold=292.11750000000001 239.74250000000004 0.45255000000000006 0 15.577650000000002 1048.2900000000002 2022.5000000000002 43.669000000000011 1042.2668000000001 44.610000000000007 442.89500000000004 1 40.947500000000005 316.16700000000009 2 223.35100000000003 174.86250000000004 400.30000000000007 578.38750000000016 3 539.75000000000011 2022.5000000000002 478.01250000000005 2022.5000000000002 decision_type=2 2 2 1 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 1 2 2 2 2 left_child=5 2 3 4 6 8 22 14 9 15 11 12 -11 -13 23 17 19 18 -1 -17 -16 -19 -2 -5 right_child=1 -3 -4 7 -6 -7 -8 -9 -10 10 -12 13 -14 -15 20 16 -18 21 -20 -21 -22 -23 -24 -25 leaf_value=-0.001325497667247433 -0.12261821292913878 1.6213405818939208 1.1340990762710572 0.22455111260847613 1.3645208902359007 0.60767356109619142 0.81528620937892371 -0.67665788505388347 -0.52575979334967482 0.15183771789570649 0.97594287261962898 0.02615811694101821 2.0525096344947817 -0.40612718728081931 -0.090961382896342174 0.18398609230041504 1.1896198949813843 -0.061924263362089789 -0.45675931663917646 -0.049808333583056613 -0.31270909575672895 -0.24380749956183478 0.20177833216530935 0.0080248472094535828 leaf_weight=130153 26 20 20 55 20 35 35 23 28 120 25 2672 20 58 141 115 20 75 28 177 77 109 28 48 leaf_count=130153 26 20 20 55 20 35 35 23 28 120 25 2672 20 58 141 115 20 75 28 177 77 109 28 48 internal_value=0 0.14942 0.0871826 0.0409611 0.489808 -0.000317985 0.348278 -0.112237 -0.000477264 -0.000367152 0.0449079 0.0367979 0.395138 0.0169121 -0.0752917 -0.00137017 0.120117 -0.00166092 -0.00142345 0.0468634 -0.16186 -0.16967 0.0455874 0.112704 internal_weight=0 493 473 453 109 133635 89 344 133600 133572 2895 2870 140 2730 321 130677 312 130365 130181 292 218 184 54 103 internal_count=134128 493 473 453 109 133635 89 344 133600 133572 2895 2870 140 2730 321 130677 312 130365 130181 292 218 184 54 103 cat_boundaries=0 1 2 3 4 cat_threshold=1344 1 532 211 is_linear=0 shrinkage=0.01 Tree=271 num_leaves=41 num_cat=7 split_feature=25 3 0 4 24 6 0 2 1 6 4 1 3 2 25 3 3 12 13 2 1 26 1 24 24 8 25 22 25 8 2 3 3 1 1 1 3 3 26 3 split_gain=135054 208013 148688 376850 299840 448565 1.23941e+06 202466 103656 101881 112147 100949 97743.1 83640 90984.1 45094.7 93443.5 144017 127974 82028.2 40061.5 44114.7 38947.9 36824.5 31657.5 48468.2 46833 34829.9 33957.8 33468.3 19171.5 11579.3 7920.41 7381.75 6818.79 6700.43 2460.25 1359.69 314.873 488.278 threshold=0 1048.2900000000002 7.1319000000000008 400.30000000000007 1 8.0855000000000015 89.32950000000001 161.35500000000005 438.37500000000006 338.4500000000001 72.686250000000015 789.60480000000007 400.30000000000007 783.48000000000013 2 316.16700000000009 145.10250000000005 74.975500000000025 8.1694000000000013 185.76000000000002 481.77300000000008 2022.5000000000002 14.594500000000002 3 4 449.47000000000008 5 164.39300000000003 6 574.83500000000015 58.460500000000003 483.18750000000006 650.90000000000009 543.20000000000016 650.90000000000009 233.61825000000005 650.90000000000009 483.18750000000006 2022.5000000000002 364.99000000000007 decision_type=9 2 2 2 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1 1 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 5 7 -7 -4 12 10 -6 33 13 14 -1 16 20 18 19 23 24 34 30 -18 27 26 -26 28 -2 -27 31 38 -33 -10 -22 -24 37 -14 -17 -40 right_child=15 -3 3 -5 9 6 -8 -9 11 -11 -12 -13 36 -15 -16 22 17 -19 -20 -21 21 -23 35 -25 25 29 -28 -29 -30 -31 -32 32 -34 -35 -36 -37 -38 -39 39 -41 leaf_value=0.10897513657524473 -0.041340785559269934 0.94389778594970708 0.14979386673761266 1.4693992687406996 -0.056980754781213609 3.1383988246917727 -0.26539572010869567 1.0890356140136719 0.78590949182925018 0.69865350818634031 0.49525953635191305 -0.065017274022102362 -0.36146616328846326 -0.50808241653442376 0.010774539816681363 -0.071962061643600472 0.14366538195925599 0.9751882279515266 0.72205485463142394 0.64449860486117272 0.30687607040405274 -0.013401583242923657 -0.29660853747278454 -0.064877244162559508 0.011149708008502606 0.59390909568123196 -0.0049099388433090207 0.40504750871658324 -0.0085333442451676553 0.054438467958699104 -0.33189654123038054 0.22019571628570556 -0.026819516817728678 0.54211785210503471 0.54826721494848085 -0.52993451547622683 -0.4260070687753183 -0.25150221410004991 -0.073161681771278381 -0.13543126519988566 leaf_weight=1040 3569 25 280 21 644 20 23 25 23 20 39 32 22 30 9378 30 126 20 31 22 25 47 32 215 25004 23 66246 20 26824 23 24 25 27 27 22 20 27 23 20 34 leaf_count=1040 3569 25 280 21 644 20 23 25 23 20 39 32 22 30 9378 30 126 20 31 22 25 47 32 215 25004 23 66246 20 26824 23 24 25 27 27 22 20 27 23 20 34 internal_value=0 0.0326762 0.0307528 0.142987 0.116484 0.351486 1.31776 0.226781 0.0194045 -0.00477898 -0.0254473 0.373568 0.0166439 0.0191743 0.0206926 -0.00287273 -0.00262019 0.147361 0.10534 0.0526724 -0.00312997 0.203233 -0.148593 0.0144901 -0.00328935 -0.000345017 -0.000508648 -0.0121238 -0.0124023 0.324174 -0.0713219 -0.0253382 0.0919378 0.654262 0.419868 -0.386349 -0.350542 -0.305262 -0.0979376 -0.112368 internal_weight=0 11699 11674 1072 1051 348 43 305 10602 703 683 82 10520 10448 10418 122429 122217 414 394 363 121803 94 212 341 121709 91296 91250 30413 30393 46 160 136 52 50 47 52 72 45 84 54 internal_count=134128 11699 11674 1072 1051 348 43 305 10602 703 683 82 10520 10448 10418 122429 122217 414 394 363 121803 94 212 341 121709 91296 91250 30413 30393 46 160 136 52 50 47 52 72 45 84 54 cat_boundaries=0 6 7 13 14 15 21 27 cat_threshold=2182119424 131075 12548 688947328 143427 18940065 338 2147483648 3 4100 150995072 139328 32 1792 2184 543179264 607126288 12861568 3222147072 184568320 809500672 4210688 603980032 1078214848 3222081536 33571328 536870912 is_linear=0 shrinkage=0.01 Tree=272 num_leaves=26 num_cat=3 split_feature=0 4 24 26 2 0 8 12 9 6 3 11 18 11 3 24 14 13 0 3 24 12 10 2 0 split_gain=106857 531667 177707 174739 127308 116156 97101.6 60258.6 178677 380447 117074 61265.2 48963.2 44450.7 43953.5 40189.6 42713 39337 36224.1 45399.6 46594.9 33868 11263.6 8495.83 7920.6 threshold=292.11750000000001 242.64500000000001 0 2022.5000000000002 1048.2900000000002 430.17000000000002 7.8458250000000005 135.41212500000003 13.016250000000001 43.82500000000001 1048.2900000000002 121.06000000000002 578.38750000000016 756.4475000000001 364.99000000000007 1 5.5472500000000009 8.0855000000000015 1083.9006000000002 33.665945000000008 2 285.75500000000005 111.837 8.0130000000000017 539.75000000000011 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 left_child=4 2 3 24 7 -5 18 10 15 11 12 21 13 14 -1 16 17 -9 19 20 -4 -10 23 -17 -2 right_child=1 -3 6 5 -6 -7 -8 8 9 -11 -12 -13 -14 -15 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.00053652193908291536 0.20023418789956629 1.5988815927505493 -0.067232962399721152 1.4806275054386684 0.60271288626534603 0.42884570644015357 -0.56262424334883687 0.10264401494592264 0.17379663040561061 1.4021402485139907 -0.58764169019811296 0.57977650022506722 -0.42656824526963411 0.33262771844863892 -0.13712901772741798 -0.079823492946425031 -0.28076241474151614 0.50541252493858335 -0.31737221288681033 -0.35262700135891251 0.18927841766346135 -0.29752594834566121 -0.30659487819671633 0.12769878701730208 -0.038587309519449872 leaf_weight=132684 41 24 118 21 35 21 32 181 31 31 34 20 27 40 236 191 25 28 30 26 159 30 20 22 21 leaf_count=132684 41 24 118 21 35 21 32 181 31 31 34 20 27 40 236 191 25 28 30 26 159 30 20 22 21 internal_value=0 0.147181 0.0728934 0.416651 -0.00031415 0.954737 -0.0354966 -0.000472128 0.101323 0.460034 -0.000915212 0.0994747 -0.000765207 -0.00067874 -0.000779042 0.0152939 0.105373 0.156603 0.0140924 0.0469107 0.0844124 -0.0580014 -0.0764149 -0.0583893 0.119343 internal_weight=0 493 469 104 133635 42 365 133600 579 112 133021 81 132987 132960 132920 467 234 209 333 303 277 61 233 213 62 internal_count=134128 493 469 104 133635 42 365 133600 579 112 133021 81 132987 132960 132920 467 234 209 333 303 277 61 233 213 62 cat_boundaries=0 1 2 3 cat_threshold=336 3408 168 is_linear=0 shrinkage=0.01 Tree=273 num_leaves=21 num_cat=2 split_feature=0 4 7 5 2 24 7 12 7 11 3 1 18 11 0 0 26 0 24 26 split_gain=104766 521069 203809 484119 124774 85054.8 75926.5 59710.1 201931 99636.8 71341.2 61225.7 48004.8 46959.3 30767.9 20768.8 47291.5 37271.9 15353.1 427.852 threshold=292.11750000000001 242.64500000000001 43.669000000000011 120.63500000000002 1048.2900000000002 0 1042.2668000000001 135.41212500000003 204.85500000000005 282.40044000000006 1048.2900000000002 55.165000000000006 578.38750000000016 756.4475000000001 782.62500000000011 430.17000000000002 2022.5000000000002 638.18750000000011 1 2022.5000000000002 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=4 2 3 5 6 15 7 10 9 11 12 -9 13 -1 18 16 -2 -17 -7 -16 right_child=1 -3 -4 -5 -6 14 -8 8 -10 -11 -12 -13 -14 -15 19 17 -18 -19 -20 -21 leaf_value=-0.00070338194526084453 -0.17350591992509778 1.5828927628199259 -0.68553353598623556 1.4527794236403244 0.59668575286865233 -0.081923395122280557 -0.52114882128579276 -0.0011943060543639528 0.86064972776355164 0.71431871154091586 -0.48046487408299599 0.43766336777630976 -0.42230257157926204 0.34634693365830643 -0.31011560091605556 0.59489983951723258 0.36583533493248188 0.13625190005582924 0.078008543435517733 -0.25217606773376466 leaf_weight=132897 29 24 33 26 35 121 28 489 33 22 31 34 27 39 26 37 37 34 101 25 leaf_count=132897 29 24 33 26 35 121 28 489 33 22 31 34 27 39 26 37 37 34 101 25 internal_value=0 0.145734 0.0721905 0.129541 -0.000311008 0.0456285 -0.000467407 -0.000358259 0.101061 0.0550671 -0.000799032 0.0273356 -0.000687199 -0.000601566 -0.0580934 0.239103 0.128852 0.375266 -0.00933791 -0.281714 internal_weight=0 493 469 436 133635 410 133600 133572 578 545 132994 523 132963 132936 273 137 66 71 222 51 internal_count=134128 493 469 436 133635 410 133600 133572 578 545 132994 523 132963 132936 273 137 66 71 222 51 cat_boundaries=0 1 2 cat_threshold=2370 568 is_linear=0 shrinkage=0.01 Tree=274 num_leaves=27 num_cat=2 split_feature=25 0 9 0 9 6 2 4 4 7 5 5 9 25 5 12 10 9 11 11 7 4 7 0 10 10 split_gain=131766 192549 732752 307756 212253 768837 99667 224833 56641.3 54180.6 61435.2 156891 59809.4 61977.8 38817.6 37644 35071.8 35327.3 37933.6 73110.3 29187.6 26967.3 18466.5 16190.9 377.758 2.17391 threshold=0 7.1319000000000008 140.83674000000002 9.0862500000000015 9.3037500000000026 9.9635000000000016 293.03820000000002 150.01600000000005 779.31175000000019 549.10000000000002 316.16700000000009 401.66700000000003 797.90800000000002 1 545.08500000000015 546.82000000000005 362.49400000000003 797.90800000000002 282.40044000000006 323.97600000000006 783.48000000000013 70.128500000000017 3.4156265000000006 28.887157000000002 543.20000000000016 442.27000000000004 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 3 -3 6 -6 7 -5 9 10 12 -12 13 -1 -13 16 17 18 20 -20 21 -2 -21 24 25 -18 right_child=15 2 -4 4 5 -7 -8 -9 -10 -11 11 14 -14 -15 -16 -17 23 -19 19 22 -22 -23 -24 -25 -26 -27 leaf_value=0.092432328761176866 -0.0034406070734407553 1.3411462359428408 1.6044349011252907 0.040570509729111609 -0.30888673377759529 2.0434097182750701 -0.50426692778064353 0.83600937302048139 -0.40743808254118891 -0.32954294204711915 0.82211274595821604 -0.26212678693955943 -0.47915366490681971 0.012298157450494413 0.17621636703096588 0.32985464502783379 -0.10660801319848924 0.40733430499122258 0.61960152438708715 -0.017351007817805499 -0.32586652449199127 0.04345126486484855 0.31963311362266544 -0.44650854444503785 -0.15414392217513054 -0.11097237107753755 leaf_weight=1068 120875 20 34 897 33 24 31 37 31 44 34 31 24 9333 58 34 21 21 28 87 28 1239 20 20 31 25 leaf_count=1068 120875 20 34 897 33 24 31 37 31 44 34 31 24 9333 58 34 21 21 28 87 28 1239 20 20 31 25 internal_value=0 0.0322721 0.159771 0.112633 0.0885914 0.681554 0.0535667 0.0720815 0.0193881 0.0206373 0.0220981 0.24428 0.0194766 0.0206272 0.023535 -0.00284135 -0.002934 -0.00278325 -0.00285368 0.164681 -0.00303885 -0.00296483 0.0456367 -0.193007 -0.127163 -0.10898 internal_weight=0 11699 1076 1042 1022 57 965 934 10623 10592 10548 123 10425 10401 89 122429 122395 122298 122277 135 122142 122114 107 97 77 46 internal_count=134128 11699 1076 1042 1022 57 965 934 10623 10592 10548 123 10425 10401 89 122429 122395 122298 122277 135 122142 122114 107 97 77 46 cat_boundaries=0 6 12 cat_threshold=2182119424 131075 12548 688947328 143427 18940065 2148532224 3 4100 150995072 139328 32 is_linear=0 shrinkage=0.01 Tree=275 num_leaves=16 num_cat=0 split_feature=10 9 3 13 3 2 11 0 5 2 0 11 4 8 2 split_gain=106835 427260 121085 72242.3 54869.2 258874 122396 181082 131013 99282.7 97336.3 52560.5 191861 56862.5 17200.8 threshold=638.18750000000011 27.301200000000005 1048.2900000000002 673.83140000000014 134.02375000000004 272.73498000000006 6.3423345000000007 53.343499999999999 192.26595000000003 783.48000000000013 20.080500000000004 223.35100000000003 174.86250000000004 574.83500000000015 1048.2900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 9 6 8 -8 -6 11 -7 13 -13 -1 -11 right_child=1 -3 -4 -5 5 10 7 -9 -10 14 -12 12 -14 -15 -16 leaf_value=0.00015798796894330699 -0.13777364457647007 1.5451456659490412 -0.57950122117996217 -0.35856634233679091 -0.027707985027194449 1.1685768144471305 0.64193605349745075 -0.33538466233473557 0.50417193471168986 -0.22025832944446141 0.26794616381327313 0.060537579886615282 1.0061250118587328 -0.26325685381889341 -0.53158626937866216 leaf_weight=132580 48 22 36 56 844 28 70 26 49 36 21 320 23 82 35 leaf_count=132580 48 22 36 56 844 28 70 26 49 36 21 320 23 82 35 internal_value=0 0.391144 0.000374624 0.000530214 0.000680156 0.0731035 0.0379519 0.377245 0.00147692 0.00011525 0.782592 0.000314814 0.123944 -4.83196e-06 -0.37373 internal_weight=0 70 134206 134170 134114 1038 989 96 893 133076 49 133005 343 132662 71 internal_count=134276 70 134206 134170 134114 1038 989 96 893 133076 49 133005 343 132662 71 is_linear=0 shrinkage=0.01 Tree=276 num_leaves=27 num_cat=3 split_feature=25 6 1 3 0 26 3 11 9 25 23 3 25 2 7 9 22 23 23 1 1 1 23 26 26 3 split_gain=99346 141637 151724 224694 104631 97381.4 86495.1 68046.7 64140.2 55884 43128.9 41999.4 32702.5 53583.3 50615.4 50262.2 28358.4 25214.5 39418.2 23053 20488.4 4813.06 3460.04 1929.92 1256.5 349.487 threshold=0 783.48000000000013 398.24814000000003 192.58100000000002 782.62500000000011 2022.5000000000002 1048.2900000000002 756.4475000000001 678.37500000000011 1 13.455000000000002 544.35000000000002 2 543.20000000000016 549.10000000000002 370.88500000000005 164.39300000000003 27.508500000000002 219.08740500000002 650.90000000000009 543.20000000000016 789.60480000000007 18.672220000000006 2022.5000000000002 2022.5000000000002 782.62500000000011 decision_type=9 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 6 20 7 9 10 -1 11 12 14 16 15 -2 -14 22 24 -7 -4 -22 -12 -6 -19 -13 right_child=8 -3 3 -5 23 19 -8 -9 -10 -11 17 25 13 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 leaf_value=0.23961550060500447 0.0059399417743300166 0.67937817168958259 0.67548768844604501 1.3244783124923705 -0.54416761803627012 0.073636838197708138 -0.60486963532187721 0.57835804202339869 -0.50892709388732915 0.019998352078059445 0.28988098382949828 -0.25017383704582852 -0.0053395972133427191 -0.4145304198563099 0.47571980351987092 0.36517580808737343 0.36218101808003023 -0.1260558740909283 0.44458464145660403 -0.30894399063927785 0.22169866720835368 0.42899974005562919 0.45968587350845341 -0.40985236883163451 -0.028657910382306136 -0.30100272251713661 leaf_weight=107 29059 33 25 20 20 36 22 22 25 14472 30 24 90046 32 23 39 21 26 20 28 24 21 20 23 27 31 leaf_count=107 29059 33 25 20 20 36 22 22 25 14472 30 24 90046 32 23 39 21 26 20 28 24 21 20 23 27 31 internal_value=0 0.0249535 0.0235132 0.33576 0.0202344 0.18819 0.0216828 0.0226269 -0.00246167 0.0217883 -0.00235583 -0.00254883 -0.00242138 -0.00539867 0.00678975 0.00642142 -0.00525391 0.184802 0.0663079 -0.0937423 0.445956 0.318439 0.357803 -0.472325 -0.076438 -0.278823 internal_weight=0 14853 14820 154 14666 134 14623 14601 119423 14579 119398 119275 119220 90099 29121 29098 90067 123 73 64 70 45 50 43 53 55 internal_count=134276 14853 14820 154 14666 134 14623 14601 119423 14579 119398 119275 119220 90099 29121 29098 90067 123 73 64 70 45 50 43 53 55 cat_boundaries=0 6 11 17 cat_threshold=1081344 67502083 33575120 408518656 167813187 16850977 0 2 0 0 8192 54542848 2320 1208353793 2684493988 20992512 603996800 is_linear=0 shrinkage=0.01 Tree=277 num_leaves=17 num_cat=2 split_feature=10 9 3 25 0 1 4 3 18 24 2 9 23 12 23 26 split_gain=104252 417947 117260 91153.2 132844 100098 164924 109705 80340.8 70926.9 69166.1 62910.8 42185.2 35520.2 24712.7 545.787 threshold=638.18750000000011 27.301200000000005 1048.2900000000002 0 782.62500000000011 398.24814000000003 65.820000000000007 9.3117500000000017 374.62500000000006 1 783.48000000000013 678.37500000000011 13.455000000000002 93.857500000000016 27.508500000000002 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 left_child=2 -2 3 4 5 8 7 -7 9 -1 11 12 13 -5 -14 -6 right_child=1 -3 -4 10 15 6 -8 -9 -10 -11 -12 -13 14 -15 -16 -17 leaf_value=0.048151253776977924 -0.13673907885948816 1.5277366616509178 -0.57027821381886801 -0.0026919156755231301 -0.46459818796678021 0.27637101388672025 -0.55873048782348633 1.02711467842261 0.51591491872614081 0.0033163812492938796 -0.44685708590916229 -0.50383781986236575 0.35422490987777705 0.081353504687842762 0.065644820095741588 -0.53227412934486684 leaf_weight=6027 48 22 36 118718 22 103 20 24 33 8509 35 25 50 505 73 26 leaf_count=6027 48 22 36 118718 22 103 20 24 33 8509 35 25 50 505 73 26 internal_value=0 0.386382 0.000365786 0.000518899 0.0239508 0.0256801 0.285322 0.418244 0.0230604 0.0219415 -0.00238015 -0.00225003 -0.00214496 -0.00233592 0.182954 -0.501256 internal_weight=0 70 134206 134170 14764 14716 147 127 14569 14536 119406 119371 119346 119223 123 48 internal_count=134276 70 134206 134170 14764 14716 147 127 14569 14536 119406 119371 119346 119223 123 48 cat_boundaries=0 6 7 cat_threshold=1081344 67502083 33575120 408518656 167813187 73761 47 is_linear=0 shrinkage=0.01 Tree=278 num_leaves=12 num_cat=0 split_feature=10 9 3 13 22 1 2 3 5 2 18 split_gain=102177 409630 114926 71234.5 64767.4 60812.3 181698 142919 103639 73255.8 53693 threshold=638.18750000000011 27.301200000000005 1048.2900000000002 673.83140000000014 231.57000000000002 46.726464000000014 293.03820000000002 172.09050000000002 366.02500000000003 1048.2900000000002 678.28640000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 9 8 -8 -7 10 -1 right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 -12 leaf_value=-0.00042012398419033421 -0.13537169193228088 1.5124593132192439 -0.56457541200849748 -0.35606913034405024 0.40299363040924074 0.026055758217608829 0.27524566493490166 1.2368940110206605 0.66044960425450261 -0.52127072440253364 0.48278665936511495 leaf_weight=131215 48 22 36 56 40 2695 68 20 26 27 23 leaf_count=131215 48 22 36 56 40 2695 68 20 26 27 23 internal_value=0 0.382518 0.000362167 0.000513748 0.000662642 0.000542609 0.0465812 0.493802 0.0321176 -0.000442592 -0.00033544 internal_weight=0 70 134206 134170 134114 134074 2809 88 2721 131265 131238 internal_count=134276 70 134206 134170 134114 134074 2809 88 2721 131265 131238 is_linear=0 shrinkage=0.01 Tree=279 num_leaves=17 num_cat=1 split_feature=10 9 3 25 0 1 4 3 18 10 2 9 23 12 23 0 split_gain=100144 401478 112639 89255.8 130315 97412.3 162236 107066 78124.8 70137.5 67546.6 61661.5 41335.7 34750.5 24230.3 104.038 threshold=638.18750000000011 27.301200000000005 1048.2900000000002 0 782.62500000000011 398.24814000000003 65.820000000000007 9.3117500000000017 374.62500000000006 9.993541500000001 783.48000000000013 678.37500000000011 13.455000000000002 93.857500000000016 27.508500000000002 1083.9006000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 8 7 -7 9 -1 11 12 13 -5 -14 -6 right_child=1 -3 -4 10 15 6 -8 -9 -10 -11 -12 -13 14 -15 -16 -17 leaf_value=0.02684104442790838 -0.13401797235012056 1.4973347312753851 -0.55892965899573432 -0.0026710976892908417 -0.51392726850509651 0.27320099170925549 -0.55562427711486817 1.014859210451444 0.50881630998669247 -0.072081204835207219 -0.44160502815246583 -0.49881642074584959 0.35068686475753785 0.080458709476902937 0.064937319167672772 -0.48406503541128976 leaf_weight=13802 48 22 36 118696 20 103 20 24 33 756 35 25 50 505 73 28 leaf_count=13802 48 22 36 118696 20 103 20 24 33 756 35 25 50 505 73 28 internal_value=0 0.378693 0.000358545 0.000508611 0.0236759 0.0253862 0.281523 0.413357 0.0228057 0.021704 -0.0023625 -0.00223389 -0.00212985 -0.00231891 0.181096 -0.496508 internal_weight=0 70 134206 134170 14786 14738 147 127 14591 14558 119384 119349 119324 119201 123 48 internal_count=134276 70 134206 134170 14786 14738 147 127 14591 14558 119384 119349 119324 119201 123 48 cat_boundaries=0 6 cat_threshold=1081344 67502083 33575120 408518656 167813187 16850977 is_linear=0 shrinkage=0.01 Tree=280 num_leaves=17 num_cat=2 split_feature=3 25 4 17 0 0 1 6 2 1 0 2 2 25 13 26 split_gain=165214 100480 264053 75465.6 73068.8 183488 90405.5 145570 126991 51061.3 53025.1 284940 143282 88993.1 48403 15022.1 threshold=1048.2900000000002 0 779.31175000000019 524.22500000000014 539.75000000000011 430.17000000000002 43.772500000000008 144.14500000000001 783.48000000000013 1066.3056000000001 65.08550000000001 440.18000000000006 1048.2900000000002 1 673.83140000000014 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 4 9 5 6 8 -8 -1 10 12 13 14 -12 -3 -6 right_child=-2 3 -4 -5 15 -7 7 -9 -10 -11 11 -13 -14 -15 -16 -17 leaf_value=0.026494719264685683 0.63541373787856681 -0.0022599556181060556 1.0851063028971355 0.49186170947167185 -0.15107006496853298 0.86007239800912361 0.12610633126552309 0.91036793670654292 -0.77163191270828246 -0.49465270859854565 0.10570008754936523 1.0902848808582013 -0.84865315818786624 -0.030525217438777851 0.4565277916452159 -0.47620225397745769 leaf_weight=6188 41 125485 24 31 27 27 444 25 20 21 929 26 20 976 23 30 leaf_count=6188 41 125485 24 31 27 27 444 25 20 21 929 26 20 976 23 30 internal_value=0 0.0005247 0.0379936 -0.00147193 0.0343328 0.0373641 0.0340373 0.167911 0.0239234 -0.00159201 -0.00151077 0.050493 -0.00231075 0.0363016 -0.00217588 -0.322192 internal_weight=0 134296 6785 127511 6761 6704 6677 469 6208 127480 127459 1931 125528 1905 125508 57 internal_count=134337 134296 6785 127511 6761 6704 6677 469 6208 127480 127459 1931 125528 1905 125508 57 cat_boundaries=0 6 12 cat_threshold=2148827136 262144 4160 290455552 139840 2105376 822084096 136192 675300608 0 1 805306368 is_linear=0 shrinkage=0.01 Tree=281 num_leaves=19 num_cat=2 split_feature=3 25 4 17 0 0 7 4 1 0 25 8 3 3 3 1 26 7 split_gain=161926 98480.1 258798 73963.8 71614.7 179837 89649.5 54557 50045.2 51977.6 101278 159264 41801.2 41215.4 126600 18107.7 14723.1 3013.2 threshold=1048.2900000000002 0 779.31175000000019 524.22500000000014 539.75000000000011 430.17000000000002 483.07500000000005 48.621081000000011 1066.3056000000001 65.08550000000001 1 196.52100000000004 86.458750000000023 316.16700000000009 145.10250000000005 133.53660000000005 2022.5000000000002 650.90000000000009 decision_type=2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 4 8 5 6 7 -1 9 13 11 -11 -12 14 -3 -15 -6 -8 right_child=-2 3 -4 -5 16 -7 17 -9 -10 10 12 -13 -14 15 -16 -17 -18 -19 leaf_value=0.02377245605780812 0.62905958012836738 -0.0026774962254565845 1.0742552423477174 0.48694310403639274 -0.14955936961703831 0.85147169801923972 0.38533039365495952 0.15036119332454273 -0.48970617385137649 0.17187183583197133 -0.023978736680926455 -0.59700222696576799 0.20740712949207851 -0.11337941482143346 0.16210298206243251 -0.41806880950927733 -0.47144021542867026 0.5478153686523437 leaf_weight=6271 41 124866 24 31 27 27 21 360 21 712 1107 28 84 172 468 22 30 25 leaf_count=6271 41 124866 24 31 27 27 21 360 21 712 1107 28 84 172 468 22 30 25 internal_value=0 0.000519509 0.0376137 -0.00145715 0.0339895 0.0369905 0.0336969 0.030645 -0.00157603 -0.00149561 0.0499919 0.140876 -0.00759556 -0.00228764 -0.0020622 -0.147932 -0.31897 0.473637 internal_weight=0 134296 6785 127511 6761 6704 6677 6631 127480 127459 1931 740 1191 125528 125334 194 57 46 internal_count=134337 134296 6785 127511 6761 6704 6677 6631 127480 127459 1931 740 1191 125528 125334 194 57 46 cat_boundaries=0 6 12 cat_threshold=2148827136 262144 4160 290455552 139840 2105376 838860800 4096 675300352 0 1 268435456 is_linear=0 shrinkage=0.01 Tree=282 num_leaves=21 num_cat=4 split_feature=3 25 4 17 1 24 8 12 1 2 1 4 4 3 2 1 25 9 24 2 split_gain=158704 96520.3 253648 72491.9 67618.6 372056 737064 213888 170126 125025 104796 81657.3 183750 74531.8 50413.9 49024.5 43656.7 63106.3 35541.5 1783.27 threshold=1048.2900000000002 0 779.31175000000019 524.22500000000014 43.772500000000008 1 5.6142500000000011 67.049000000000021 166.69750000000002 783.48000000000013 65.656500000000008 93.927000000000007 174.86250000000004 293.03820000000002 783.48000000000013 1066.3056000000001 2 797.90800000000002 3 1048.2900000000002 decision_type=2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 9 2 1 2 left_child=1 2 4 14 9 6 8 10 -6 11 -7 13 -13 -1 15 16 18 -18 -3 -16 right_child=-2 3 -4 -5 5 7 -8 -9 -10 -11 -12 12 -14 -15 19 -17 17 -19 -20 -21 leaf_value=0.016737582739592399 0.62276892545746587 0.019449483280113523 1.0635127186775208 0.48207367127941503 -0.13061790120367911 0.43347351373345766 2.3373201660882859 -1.0346030702590943 0.64911054188205353 -0.7645872673988342 -0.047251726645884159 0.54061864931558823 -0.051511284562579369 0.34265653858722095 0.37852794060340295 -0.48480912253970188 -0.0012265838207230037 0.53440082550048829 -0.12153505584635937 0.25619848771528764 leaf_weight=5968 41 269 24 31 51 54 21 20 62 20 283 97 114 71 26 21 126586 22 534 22 leaf_count=5968 41 269 24 31 51 54 21 20 62 20 283 97 114 71 26 21 126586 22 534 22 internal_value=0 0.000514314 0.0372375 -0.00144258 0.0336496 0.146661 0.574077 -0.0290374 0.297198 0.0247998 0.0297784 0.0273258 0.2207 0.0205694 -0.00156027 -0.00168232 -0.00160269 -0.00113342 -0.0746478 0.32246 internal_weight=0 134296 6785 127511 6761 491 134 357 113 6270 337 6250 211 6039 127480 127432 127411 126608 803 48 internal_count=134337 134296 6785 127511 6761 491 134 357 113 6270 337 6250 211 6039 127480 127432 127411 126608 803 48 cat_boundaries=0 6 7 12 13 cat_threshold=2148827136 262144 4160 290455552 139840 2105376 2059 0 67108867 131076 32896 134221824 550 is_linear=0 shrinkage=0.01 Tree=283 num_leaves=21 num_cat=2 split_feature=3 25 0 2 1 6 1 0 2 17 3 11 0 2 1 25 13 0 2 26 split_gain=155546 94600 113858 102631 92136.9 188351 142702 415840 125729 71049.4 68493.5 55169.6 63880.7 49410.6 48048.9 42802.6 49441.3 14502.8 1747.78 913.213 threshold=1048.2900000000002 0 430.17000000000002 23.742500000000003 43.772500000000008 144.14500000000001 65.656500000000008 34.665000000000006 783.48000000000013 524.22500000000014 212.70000000000005 493.04250000000008 155.86500000000004 783.48000000000013 1066.3056000000001 1 465.60925000000003 292.11750000000001 1048.2900000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 4 19 8 6 7 -6 11 13 -8 12 -1 14 15 17 -17 -3 -15 -4 right_child=-2 9 3 -5 5 -7 10 -9 -10 -11 -12 -13 -14 18 -16 16 -18 -19 -20 -21 leaf_value=0.027371310163051103 0.61654126074255966 -0.068042285742944686 0.15225421229998271 0.95108878890673321 0.071371219285896847 0.99405239618741548 0.0055560035190799018 1.7511850383281709 -0.75049686318352116 0.47725292636502176 0.60715871000289912 0.42628802075105554 -0.18432386381985388 0.37474266529083256 -0.4799610228765579 -0.0012476216241659017 0.31017292900997051 -0.3407437934875488 0.25363653182983398 0.22765787782340216 leaf_weight=6021 41 783 36 24 56 26 352 20 21 31 20 34 146 26 21 126557 51 20 22 29 leaf_count=6021 41 783 36 24 56 26 352 20 21 31 20 34 146 26 21 126557 51 20 22 29 internal_value=0 0.000509095 0.0368652 0.39224 0.0321968 0.166592 0.11857 0.513427 0.0219583 -0.00142823 0.0379002 0.0245743 0.0223596 -0.00154475 -0.00166558 -0.00158674 -0.00112209 -0.0739139 0.319236 0.185896 internal_weight=0 134296 6785 89 6696 474 448 76 6222 127511 372 6201 6167 127480 127432 127411 126608 803 48 65 internal_count=134337 134296 6785 89 6696 474 448 76 6222 127511 372 6201 6167 127480 127432 127411 126608 803 48 65 cat_boundaries=0 6 11 cat_threshold=2148827136 262144 4160 290455552 139840 2105376 0 67108867 131076 32896 134221824 is_linear=0 shrinkage=0.01 Tree=284 num_leaves=20 num_cat=0 split_feature=3 26 0 8 4 3 13 1 17 0 13 2 7 6 4 3 8 8 8 split_gain=152975 294593 97852.2 84505.3 73474.8 69496.8 186719 134983 93386.4 63723.2 225603 85801.5 54381.6 152679 57447.4 23956.6 7346.8 11376.3 521.881 threshold=782.62500000000011 2022.5000000000002 1083.9006000000002 574.83500000000015 8.1130000000000013 77.170100000000005 355.40423250000003 438.37500000000006 126.38700000000001 224.14500000000001 16.662500000000005 139.99850000000004 442.89500000000004 27.286500000000004 543.53000000000009 1048.2900000000002 675.58140000000014 808.31735000000015 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 16 9 7 8 -7 12 11 -11 14 -14 -1 -3 -5 -18 -19 right_child=1 15 -4 4 -6 6 -8 -9 -10 10 -12 -13 13 -15 -16 -17 17 18 -20 leaf_value=-0.00079614302828598209 -0.38354103156498504 0.62324542856216436 0.48303740183512367 -0.32079592442512517 -0.80679115515379685 0.03308578029728574 1.001264345532372 0.83054346301338899 0.67477987361990888 0.031075143311851999 1.147602675884962 0.49093613052486695 0.017222203683415684 0.80283957809209827 -0.24424596987434272 1.0671620482783164 0.063051888058678465 -0.22818828550668863 -0.16024243628978732 leaf_weight=131588 28 20 42 20 21 1626 21 22 23 521 20 44 109 32 97 31 26 26 20 leaf_count=131588 28 20 42 20 21 1626 21 22 23 521 20 44 109 32 97 31 26 26 20 internal_value=0 0.440605 0.000431284 0.000280263 -0.27307 0.000510598 0.0641938 0.0524173 0.042036 -0.000303172 0.103835 0.0668873 -0.000765302 0.195518 -0.00097547 0.893077 -0.151243 -0.104144 -0.198647 internal_weight=0 79 134258 134216 113 134103 1692 1671 1649 132411 585 565 131826 141 131685 51 92 72 46 internal_count=134337 79 134258 134216 113 134103 1692 1671 1649 132411 585 565 131826 141 131685 51 92 72 46 is_linear=0 shrinkage=0.01 Tree=285 num_leaves=34 num_cat=10 split_feature=0 9 25 9 18 2 24 0 25 24 25 1 2 1 7 2 20 1 25 4 6 23 25 2 4 5 24 7 8 24 6 0 25 split_gain=128986 480448 204342 244602 203360 156972 162943 74466.3 71886.9 168653 154371 81570.7 61962 339576 128883 118363 58945.8 51722.9 47944.3 44598.7 36290 36211.4 29417.5 42708.5 28573.6 49255.5 25481.1 25407.3 19270.1 19120 15320 13569.9 1328.37 threshold=95.466000000000022 323.97600000000006 0 110.69500000000002 26.178750000000004 364.63500000000005 1 1083.9006000000002 2 3 4 1066.3056000000001 25.567150000000002 438.37500000000006 336.95674000000002 1048.2900000000002 508.14500000000015 26.014500000000009 5 242.64500000000001 650.90000000000009 232.65000000000001 6 74.402200000000008 186.22625000000002 120.63500000000002 7 22.059000000000005 46.374000000000002 8 79.512800000000013 255.30450000000005 9 decision_type=2 2 9 2 2 2 1 2 9 1 9 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 1 2 2 1 2 2 9 left_child=8 2 3 4 5 6 -2 22 9 10 -1 12 16 14 15 -14 20 27 26 29 21 -10 24 31 25 -4 -11 28 -12 32 -31 -24 -20 right_child=1 -3 7 -5 -6 -7 -8 -9 11 18 17 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 30 -32 -33 -34 leaf_value=0.39505823126421291 0.4502991889054711 1.6265958566665648 0.058234932678421655 1.077440411967616 1.1341027041843961 -0.7163593952996391 0.061101836781982367 -0.56659659822781883 -0.0028372326261203373 -0.0129402110373327 0.12587959615735039 0.55856891705439649 0.03019672221896167 1.1773979012782758 0.77680832323820692 -0.7227090508597237 0.52696728320348829 -0.29948051076946836 -0.086320448936300073 0.46982399849664597 -0.25739168324640821 0.42270442199707037 -0.044499964754942847 0.36259065555489584 0.40882625943138484 -0.32454011413786149 -0.21067414030174297 -0.19030814988272532 -0.18161869730268204 0.022391474667624058 0.24253739674886068 -0.15992505879865754 -0.037005096985201533 leaf_weight=203 138 20 508 31 21 21 434 24 126018 119 690 26 3661 26 23 21 21 33 131 21 56 20 348 23 21 36 163 28 21 751 33 144 193 leaf_count=203 138 20 508 31 21 21 434 24 126018 119 690 26 3661 26 23 21 21 33 131 21 56 20 348 23 21 36 163 28 21 751 33 144 193 internal_value=0 0.0854664 0.0678434 0.207552 0.167013 0.132766 0.16394 -0.0155195 -0.000492939 0.0537837 0.154293 -0.00149413 -0.00160639 0.0385559 0.0305641 0.0259026 -0.00279456 0.086741 -0.0162654 0.0131719 -0.00288279 -0.00276971 -0.003417 -0.0574774 0.0460613 0.0329042 -0.130534 0.105161 0.116797 0.00463584 0.0312591 -0.0782829 -0.0589318 internal_weight=0 1769 1749 645 614 593 572 1104 132258 2386 975 129872 129846 3731 3705 3682 126115 772 1411 1129 126094 126038 1080 515 565 544 282 739 711 1108 784 492 324 internal_count=134027 1769 1749 645 614 593 572 1104 132258 2386 975 129872 129846 3731 3705 3682 126115 772 1411 1129 126094 126038 1080 515 565 544 282 739 711 1108 784 492 324 cat_boundaries=0 6 7 13 14 19 24 30 31 32 36 cat_threshold=847283712 4128 541069568 2147483648 0 268435456 1296 2147745792 131074 4116 411107456 139328 8224 1636 0 2 4 268500992 8192 0 2 4 268435456 139264 16384 1179776 17408 0 16781313 536870912 138 10 0 0 4112 128 is_linear=0 shrinkage=0.01 Tree=286 num_leaves=40 num_cat=5 split_feature=0 25 8 5 0 0 8 0 2 26 0 25 1 1 2 1 7 25 2 20 12 25 6 23 8 25 2 11 13 26 26 4 2 0 1 1 1 2 2 split_gain=126505 322378 248267 346885 509856 180221 220170 180509 152652 115101 73577.4 70461.5 79947.5 68439.9 60728.9 332819 126318 116678 58505.6 57772.8 48253.4 42451.7 35567.8 35490.8 33909 39867.4 38556.8 32901 30213.1 43320.4 23491.2 19936.5 11117.7 11041.7 7976.84 4597.36 3357.03 3115.53 25.7339 threshold=95.466000000000022 0 108.20000000000002 116.45550000000001 311.36400000000009 114.27500000000002 10.957000000000003 108.06300000000002 293.03820000000002 2022.5000000000002 1083.9006000000002 1 1066.3056000000001 22.035000000000004 25.567150000000002 438.37500000000006 336.95674000000002 2 22.090000000000007 508.14500000000015 8.0855000000000015 3 650.90000000000009 232.65000000000001 189.36750000000004 4 74.402200000000008 250.05000000000004 27.610800000000005 2022.5000000000002 2022.5000000000002 364.99000000000007 482.16800000000006 311.36400000000009 438.37500000000006 293.71100000000007 194.58675000000002 272.73498000000006 174.86250000000004 decision_type=2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 3 5 -5 7 8 9 -7 -2 24 13 14 18 19 16 17 -16 21 22 -4 30 23 -13 25 28 33 31 29 -3 -1 -23 37 -27 35 36 -15 38 -20 right_child=1 10 20 4 -6 6 -8 -9 -10 -11 -12 12 -14 34 15 -17 -18 -19 32 -21 -22 27 -24 -25 -26 26 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 leaf_value=0.11062545061111451 -0.18638472838835285 0.13720939335433671 -0.14614684581756593 0.15820032835006714 2.3642836823463442 0.17031869612209538 1.0587430734766854 1.368840345983152 -0.72567545604705819 0.788032969545435 -0.560930636326472 -0.0028088602867732942 0.55298321320460397 -0.10968896320887975 0.22537390514933314 1.1656239427053012 0.76904021387514865 0.0097182306085168424 -0.14411312562448006 0.52169759171349661 -0.79420803284645081 0.059765713382207625 -0.25481776995318278 0.41847737169265747 -0.29928589137824807 -0.043768425197662435 0.30662173908332302 0.4364661867722221 0.37513313731839582 -0.051208999888463461 0.31408285743311831 -0.21903723680056059 -0.35949282050132753 -0.15144709919319779 -0.3178040820360184 -0.0041302017938523068 -0.25659342152731762 -0.0053317627906799316 -0.15779588256563459 leaf_weight=113 22 274 27 22 20 386 27 27 20 27 24 126018 26 35 261 26 23 3421 27 21 20 1895 56 20 37 434 29 23 31 220 114 26 24 122 32 21 28 20 28 leaf_count=113 22 274 27 22 20 386 27 27 20 27 24 126018 26 35 261 26 23 3421 27 21 20 1895 56 20 37 434 29 23 31 220 114 26 24 122 32 21 28 20 28 internal_value=0 0.0846406 0.271195 0.335239 1.20872 0.263164 0.184332 0.712304 0.126181 0.350539 -0.0128344 -0.000487973 -0.00147919 0.0532479 -0.00159033 0.0381704 0.0302584 0.0256436 0.065578 -0.00276661 -0.421918 0.0764191 -0.00285396 -0.00274201 -0.00147783 0.00844911 -0.0480336 0.0601841 0.0709505 0.0532984 0.203823 0.0559922 -0.17216 -0.0673958 -0.18345 -0.132267 -0.17498 -0.112213 -0.151079 internal_weight=0 1769 598 551 42 509 433 76 406 49 1171 132258 129872 2386 129846 3731 3705 3682 2270 126115 47 2171 126094 126038 1147 1110 585 1944 525 494 227 1921 99 556 116 84 63 75 55 internal_count=134027 1769 598 551 42 509 433 76 406 49 1171 132258 129872 2386 129846 3731 3705 3682 2270 126115 47 2171 126094 126038 1147 1110 585 1944 525 494 227 1921 99 556 116 84 63 75 55 cat_boundaries=0 6 12 18 23 29 cat_threshold=578847232 4128 4198656 2147483648 0 268435456 2147745792 131074 4116 411107456 139328 8224 16777216 1048832 64 4194304 16384 536872960 0 2 4 65536 8192 268436480 1179776 536888320 0 4097 536870912 is_linear=0 shrinkage=0.01 Tree=287 num_leaves=26 num_cat=6 split_feature=0 9 24 0 1 2 3 0 3 5 25 24 26 1 24 25 0 26 2 25 22 26 5 0 26 split_gain=123989 267168 153825 224494 180965 142029 135333 116452 138322 163776 93552.2 239725 333406 91749.5 74613.8 113146 59174.1 89298.4 51461.7 190022 63444.6 29447.8 25215.4 22830.2 3480.43 threshold=213.3887 230.23500000000004 0 362.49400000000003 293.71100000000007 1048.2900000000002 1048.2900000000002 243.58000000000001 5.0080000000000009 54.652568500000008 1 2 2022.5000000000002 1066.3056000000001 3 4 224.14500000000001 2022.5000000000002 25.023300000000003 5 287.50000000000006 2022.5000000000002 12.987 243.58000000000001 2022.5000000000002 decision_type=2 2 1 2 2 2 2 2 2 2 9 1 2 2 1 9 2 2 2 9 2 2 2 2 2 left_child=5 2 3 23 7 6 10 16 9 -9 11 12 -1 18 24 -16 -4 -18 20 -20 -12 -5 -10 -2 -13 right_child=1 -3 4 21 -6 -7 -8 8 22 -11 13 14 -14 -15 15 -17 17 -19 19 -21 -22 -23 -24 -25 -26 leaf_value=0.051624288246279855 0.30348966235206243 1.2404873975118 0.04577709301028933 0.68136073780059814 -0.74016197862296262 0.68789064820607504 -0.69539665119988581 0.019067761591923089 -0.29831480636829283 0.83781522457416246 -0.002018806434986573 -0.077781335062685267 1.1305067533916897 0.5617058484307651 0.38670188566229563 -0.0032358906834001047 0.90060443694250925 0.16358511617106775 0.28020739031776992 0.015050159433093194 0.52323862158733869 1.1535491044180735 -0.73141715455055234 -0.10547765236634474 -0.15680069221149792 leaf_weight=61 21 21 35 25 29 30 28 405 41 26 128518 113 54 29 100 239 35 31 282 3684 23 28 20 39 110 leaf_count=61 21 21 35 25 29 30 28 405 41 26 128518 113 54 29 100 239 35 31 282 3684 23 28 20 39 110 internal_value=0 0.128333 0.0965568 0.419456 0.0306585 -9.49719e-05 -0.000249876 0.0688716 0.00537884 0.0684586 -0.000103763 0.116289 0.513572 -0.000707024 0.0274372 0.119574 0.378163 0.554429 -0.000830165 0.0346485 -0.00192482 0.930819 -0.440316 0.0376609 -0.111748 internal_weight=0 756 735 113 622 133271 133241 593 492 431 133213 677 115 132536 562 339 101 66 132507 3966 128541 53 61 60 223 internal_count=134027 756 735 113 622 133271 133241 593 492 431 133213 677 115 132536 562 339 101 66 132507 3966 128541 53 61 60 223 cat_boundaries=0 1 6 7 8 13 19 cat_threshold=1280 0 2 4100 134283264 8256 68 2328 0 0 4 65536 8192 16777216 1048832 64 4194304 16385 2048 is_linear=0 shrinkage=0.01 Tree=288 num_leaves=28 num_cat=9 split_feature=0 9 25 0 8 0 4 3 0 25 24 26 1 24 25 25 24 2 1 25 17 25 6 17 0 26 26 split_gain=122266 465648 196601 772258 155160 137569 133047 109725 91008.2 90687.1 260481 295122 96147.4 69828.1 105564 67678.6 62114.1 56373.2 319046 121684 59883.3 44408 34596 32965.2 5146.4 2853.96 2753.51 threshold=95.466000000000022 323.97600000000006 0 114.27500000000002 319.20468000000005 430.17000000000002 400.30000000000007 1048.2900000000002 1083.9006000000002 1 2 2022.5000000000002 1066.3056000000001 3 4 5 6 25.567150000000002 438.37500000000006 7 479.84000000000009 8 12.157000000000002 577.6975000000001 332.39451000000003 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 9 1 2 2 1 9 9 1 2 2 9 2 9 2 2 2 2 2 left_child=7 2 3 -2 6 22 8 9 15 10 11 -1 17 25 26 -4 -16 20 19 -19 21 -11 24 -22 -5 -12 -15 right_child=1 -3 4 5 -6 -7 -8 -9 -10 12 13 -13 -14 14 16 -17 -18 18 -20 -21 23 -23 -24 -25 -26 -27 -28 leaf_value=0.076546408061323498 1.7405863282259773 1.6004168701171875 0.099641012131506154 -0.061096200807211558 -0.67534023561785306 0.69291689634323117 0.84956367731094362 -0.62641448327473237 -0.51671945412953701 0.026044543619807757 -0.078856825828552246 1.0943065784658703 0.61914152107238773 0.35414714789858054 0.14597305070108443 -0.037162415089569245 -0.16145482706469161 0.088224441088094338 1.1408512031115019 -0.025276601791789671 0.65556754183769228 -0.0035623453158163433 0.3572518854141235 0.13803250849246979 -0.22903204571117056 -0.14902740343482093 0.45857927894592287 leaf_weight=58 34 20 812 107 31 32 20 28 30 5275 119 56 25 51 124 641 119 1807 26 1963 20 122392 20 32 22 113 50 leaf_count=58 34 20 812 107 31 32 20 28 30 5275 119 56 25 51 124 641 119 1807 26 1963 20 122392 20 32 22 113 50 internal_value=0 0.0832091 0.0658597 0.341877 0.0247839 0.0980242 0.0393891 -0.000480956 0.028463 -0.000348413 0.113171 0.530007 -0.000952418 0.0230361 0.112212 0.0397193 -0.00500903 -0.00107037 0.036906 0.0292926 -0.00219908 -0.00233727 -0.029738 0.337084 -0.0897364 -0.108364 0.369283 internal_weight=0 1769 1749 215 1534 181 1503 132258 1483 132230 690 114 131540 576 344 1453 243 131515 3796 3770 127719 127667 149 52 129 232 101 internal_count=134027 1769 1749 215 1534 181 1503 132258 1483 132230 690 114 131540 576 344 1453 243 131515 3796 3770 127719 127667 149 52 129 232 101 cat_boundaries=0 6 11 12 13 18 24 25 31 37 cat_threshold=570425344 4096 4198656 2147483648 0 268435456 262144 2 4100 134283264 8256 68 2328 0 0 4 65536 8192 276858368 288 536888320 0 1 536870912 641 822126080 34609440 2112 4194336 16793601 805308416 2152726528 604111873 131600 1350828160 134349312 2171056 is_linear=0 shrinkage=0.01 Tree=289 num_leaves=25 num_cat=2 split_feature=2 3 25 2 2 2 7 3 25 1 5 13 3 1 22 3 1 7 8 10 5 5 5 2 split_gain=80683.9 416690 255073 167813 145805 141981 127574 96662.8 100257 77658.6 92685.1 75590.3 74691.4 72573.7 64593.2 59696.3 61490.1 43799.2 43189.6 41052.3 30179.1 19513.3 15080.5 7598 threshold=155.87100000000004 364.99000000000007 0 335.81400000000008 312.70000000000005 1048.2900000000002 225.07500000000002 1048.2900000000002 1 1066.3056000000001 650.90000000000009 12.441000000000001 150.51452500000002 67.122500000000016 287.50000000000006 22.718000000000004 22.686328000000007 22.790500000000002 29.922000000000001 362.49400000000003 22.722800000000003 1066.3056000000001 783.48000000000013 200.46000000000004 decision_type=2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 4 -3 13 6 11 8 15 10 14 12 -4 23 19 16 17 20 -13 -10 -1 22 -12 -2 right_child=1 3 5 -5 -6 -7 -8 -9 9 -11 21 18 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.19192779754019026 -0.077387713085521351 1.7373212678432464 -0.011022739368849075 0.44189290571212769 1.0474917744265662 -0.71192154322351731 0.70149039341853214 -0.62181687698364263 -0.00079466692582333745 0.51684283684039944 0.44495044968344949 -0.13509903944455659 0.40878770743476017 0.74990381885658608 0.49749864504887503 -0.30904303227701496 -0.27457940354066734 -0.27655809922651814 -0.75321050930023192 -0.16577370278882664 -0.16278762779235842 0.6237233788626535 0.082482916712760923 0.1690598093230149 leaf_weight=591 22 20 728 20 36 28 26 25 132004 29 22 26 45 22 26 31 34 22 20 151 25 21 24 29 leaf_count=591 22 20 728 20 36 28 26 25 132004 29 22 26 45 22 26 31 34 22 20 151 25 21 24 29 internal_value=0 0.0891303 0.0483776 1.08961 0.482418 -0.0112128 0.0118732 -6.2607e-05 5.42817e-05 -0.000583133 -0.000696641 -0.0100194 0.0134164 0.269837 -0.00088512 0.118316 0.139791 0.161874 -0.403843 -0.000983172 0.177532 0.371145 0.255837 0.0627491 internal_weight=0 1022 982 40 109 873 845 133005 132980 132277 132248 819 773 73 132181 703 672 638 46 132155 616 67 46 51 internal_count=134027 1022 982 40 109 873 845 133005 132980 132277 132248 819 773 73 132181 703 672 638 46 132155 616 67 46 51 cat_boundaries=0 3 8 cat_threshold=33554944 1052928 64 262144 2 4100 134283264 8256 is_linear=0 shrinkage=0.01 Tree=290 num_leaves=18 num_cat=1 split_feature=18 8 4 5 3 1 3 1 0 3 22 25 0 0 8 8 8 split_gain=112067 60541 140152 75142.5 1.10345e+06 363533 158718 85544.4 177337 80040.9 57881 54347 93496.5 48481.2 8118.59 13048.2 1.82473 threshold=751.80750000000012 574.83500000000015 3.4310000000000005 172.35100000000003 442.27000000000004 438.37500000000006 1048.2900000000002 166.69750000000002 5.0080000000000009 192.58100000000002 287.50000000000006 0 1083.9006000000002 40.336500000000008 808.31735000000015 675.58140000000014 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 3 14 6 5 7 10 9 -9 -5 11 13 -13 -1 15 -3 -16 right_child=-2 2 -4 4 -6 -7 -8 8 -10 -11 -12 12 -14 -15 16 -17 -18 leaf_value=0.13201880971316635 0.74850449098646632 -0.15653778957284015 -0.9909031143188477 -0.013149151482518464 2.2564436997538029 1.3611085014343263 -0.71592658227489836 1.0557135551626033 -0.21399344574321399 -0.60142529964447022 0.47147357830634484 -0.00090638623606560567 0.53969250962138182 -0.37151958465576174 -0.17111580163240434 0.16758815041294806 -0.16698575646980948 leaf_weight=435 20 23 20 637 23 20 31 22 22 24 26 132665 32 20 20 27 23 leaf_count=435 20 23 20 637 23 20 31 22 22 24 26 132665 32 20 20 27 23 internal_value=0 -0.000106226 -0.231474 8.8945e-05 0.100037 0.0316273 -0.000472289 -0.00608847 0.42086 -0.0345086 -0.000305752 -0.000397874 -0.000775962 0.107522 -0.0681557 0.0184902 -0.168907 internal_weight=0 134070 113 133957 748 725 133209 705 44 661 133178 133152 132697 455 93 50 43 internal_count=134090 134070 113 133957 748 725 133209 705 44 661 133178 133152 132697 455 93 50 43 cat_boundaries=0 5 cat_threshold=0 262146 8196 16777216 139328 is_linear=0 shrinkage=0.01 Tree=291 num_leaves=11 num_cat=0 split_feature=18 9 9 9 3 11 0 4 9 8 split_gain=109837 74124 85116.2 86481.7 571197 65399 56975.6 56486.6 9364.86 6965.8 threshold=751.80750000000012 1037.4750000000001 797.90800000000002 370.88500000000005 86.458750000000023 756.4475000000001 1083.9006000000002 293.48250000000002 414.36000000000007 26.039500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 8 6 7 -1 -5 -10 right_child=-2 -3 -4 4 -6 -7 -8 -9 9 -11 leaf_value=-0.00026910089317601409 0.74101941415667538 0.50540922493770202 -0.58365367813110358 0.16974251582072331 1.8131523506641389 0.40906340378981371 0.3634532121170399 -0.12350140144414301 -0.089435423778582226 0.096620296372307665 leaf_weight=133409 20 29 25 26 20 39 43 373 79 27 leaf_count=133409 20 29 25 26 20 39 43 373 79 27 internal_value=0 -0.000105164 -0.000214533 -0.000105695 0.238288 -0.000376386 -0.000495707 -0.000612687 -0.000328372 -0.0420439 internal_weight=0 134070 134041 134016 152 133864 133825 133782 132 106 internal_count=134090 134070 134041 134016 152 133864 133825 133782 132 106 is_linear=0 shrinkage=0.01 Tree=292 num_leaves=18 num_cat=0 split_feature=9 6 2 7 13 2 0 19 4 22 11 5 12 5 1 9 4 split_gain=72890.8 562270 370482 1.27452e+06 121381 118800 91209.3 59041 53612.4 51146.8 49856.5 89340.7 41582.2 37733.6 37103.4 32167.1 10463.8 threshold=140.83674000000002 338.4500000000001 174.86250000000004 14.334000000000001 205.70000000000002 1048.2900000000002 1083.9006000000002 16.238600000000002 779.31175000000019 287.50000000000006 456.57400000000007 53.356700000000004 29.033405000000005 88.167500000000018 789.60480000000007 239.74250000000004 1048.2900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 4 -4 7 6 8 12 9 10 14 -12 13 -2 -1 -14 -10 right_child=1 -3 3 -5 -6 -7 -8 -9 16 -11 11 -13 15 -15 -16 -17 -18 leaf_value=-0.000544500880404729 -0.054210968786310931 1.7115062972477504 2.576724013141964 -0.78997476404363454 0.65124365594651967 -0.58307717296055384 0.47119099349510379 0.50213912606239319 -0.17691757333464922 0.443084156696613 0.073437105715274814 0.79935401462373279 0.02873673793746204 -0.37262412226200103 -0.23419317112249488 0.50273064613342289 -0.43627720424107147 leaf_weight=132997 535 21 23 22 27 35 41 20 35 26 88 21 41 40 68 22 28 leaf_count=132997 535 21 23 22 27 35 41 20 35 26 88 21 41 40 68 22 28 internal_value=0 0.0982472 0.0518384 0.930782 -0.00590247 -0.000548 -0.000395052 -0.0328674 -0.000540142 -0.0004022 -0.000488783 0.213293 -0.0496388 -0.0763614 -0.000663902 0.194258 -0.292189 internal_weight=0 751 730 45 685 133339 133304 658 133263 133200 133174 109 638 575 133065 63 63 internal_count=134090 751 730 45 685 133339 133304 658 133263 133200 133174 109 638 575 133065 63 63 is_linear=0 shrinkage=0.01 Tree=293 num_leaves=25 num_cat=3 split_feature=8 4 5 3 1 24 5 3 26 5 22 0 24 2 6 2 4 24 23 4 26 8 8 8 split_gain=62291.4 149749 82235.1 1.10731e+06 352621 180054 317929 155861 78202.4 56491.5 55655.5 40696.2 202817 502877 88482.2 82911.6 37792.6 32881.3 32474.3 22324.3 8277.36 7756.4 12518.9 9.45189 threshold=574.83500000000015 21.474750000000004 172.35100000000003 442.27000000000004 438.37500000000006 0 366.02500000000003 1048.2900000000002 2022.5000000000002 254.97775000000004 287.50000000000006 25.333500000000004 1 223.35100000000003 442.89500000000004 648.37500000000011 174.86250000000004 2 219.08740500000002 74.256500000000017 2022.5000000000002 808.31735000000015 675.58140000000014 1066.3056000000001 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 left_child=2 21 7 4 5 6 19 10 -8 17 11 15 13 -13 -14 18 -11 -7 -1 -4 -17 22 -2 -23 right_child=1 -3 3 -5 -6 9 8 -9 -10 16 -12 12 14 -15 -16 20 -18 -19 -20 -21 -22 23 -24 -25 leaf_value=-0.0011961650083149554 -0.15599906988765883 -1.0190972232818605 -0.06874151911699411 2.217951999257008 1.3441641216278077 0.13013510718600441 1.4110035419464111 -0.70936726262492511 0.62713679804120748 -0.21886832764680439 0.46240255869351898 0.1390109361257717 -0.0029411742861959194 1.6434030823085619 0.64796959445590063 -0.19611410299936932 0.1870442502975464 -0.10034053052886059 0.39207839602515815 0.29755269455909733 -0.39497936515808107 -0.16941811591386796 0.15886671926294055 -0.16010993053515751 leaf_weight=128582 23 20 99 24 20 121 20 31 35 278 26 655 3780 23 21 36 25 108 21 20 50 20 28 24 leaf_count=128582 23 20 99 24 20 121 20 31 35 278 26 655 3780 23 21 36 25 108 21 20 50 20 28 24 internal_value=0 -0.232632 0.000204959 0.104624 0.0347617 -0.00233183 0.268019 -0.000382875 0.912179 -0.0940254 -0.000217863 -0.000308186 0.0293235 0.187283 0.000653299 -0.00133951 -0.185377 0.0227402 -0.00113195 -0.00717947 -0.311733 -0.0670601 0.0168684 -0.164341 internal_weight=0 115 133975 750 726 706 174 133225 55 532 133194 133168 4479 678 3801 128689 303 229 128603 119 86 95 51 44 internal_count=134090 115 133975 750 726 706 174 133225 55 532 133194 133168 4479 678 3801 128689 303 229 128603 119 86 95 51 44 cat_boundaries=0 1 2 3 cat_threshold=577 18 1306 is_linear=0 shrinkage=0.01 Tree=294 num_leaves=12 num_cat=0 split_feature=18 9 9 9 5 8 11 1 1 26 9 split_gain=107185 71408.7 83853.2 83528.7 338167 64504.7 63181.4 55044.9 79224.7 36784.8 25878.6 threshold=751.80750000000012 1037.4750000000001 797.90800000000002 370.88500000000005 33.260025000000006 27.234500000000004 756.4475000000001 789.60480000000007 543.20000000000016 2022.5000000000002 414.36000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 10 7 8 -1 -9 -5 right_child=-2 -3 -4 4 -6 -7 -8 9 -10 -11 -12 leaf_value=-0.00052635686182215776 0.73201948565244679 0.49606497665931437 -0.57930550918579105 0.24352502232506162 1.4459420294761658 0.45819808542728424 0.40206876143431053 -0.031317829244277055 0.31039932000927811 -0.47870219957828525 -0.15040442990668026 leaf_weight=133669 20 29 25 21 20 30 39 34 82 40 81 leaf_count=133669 20 29 25 21 20 30 39 34 82 40 81 internal_value=0 -0.000103959 -0.000211306 -0.000103279 0.234185 0.0505849 -0.000369308 -0.000486589 -0.000335735 -0.273147 -0.0693013 internal_weight=0 134070 134041 134016 152 132 133864 133825 133751 74 102 internal_count=134090 134070 134041 134016 152 132 133864 133825 133751 74 102 is_linear=0 shrinkage=0.01 Tree=295 num_leaves=31 num_cat=5 split_feature=25 3 8 0 5 1 2 1 15 15 3 3 9 5 2 1 25 24 2 1 25 24 0 22 3 5 3 8 26 3 split_gain=95188.6 327085 111269 127727 222487 122653 157945 121164 82420 104380 77948 77789.1 74603.3 74041.8 46699.8 47617.8 108261 103510 44568.8 39256.8 34263.6 59005.8 33579.7 29488.5 23388.8 14996.1 10611.6 1913.18 804.174 377.23 threshold=0 1048.2900000000002 404.00100000000003 362.49400000000003 100.88775000000003 438.37500000000006 26.787500000000005 64.397977000000012 16.390000000000004 8.0855000000000015 336.88000000000005 145.10250000000005 797.90800000000002 5.6142500000000011 783.48000000000013 177.74775000000002 1 2 70.594335000000015 543.20000000000016 3 4 1083.9006000000002 172.67400000000001 650.90000000000009 72.499500000000026 483.18750000000006 574.83500000000015 2022.5000000000002 400.30000000000007 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 2 3 5 7 8 19 22 9 -1 12 -10 14 27 15 20 17 -17 24 -7 21 -2 -5 -22 26 -18 28 -4 -12 -30 right_child=10 -3 13 4 -6 6 -8 -9 11 -11 18 -13 -14 -15 -16 16 25 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0253459971344768 0.018529828837491959 1.3066432666778565 -0.1035047197341919 -0.060734220651479869 1.2971402215957641 -0.16216352522373201 1.1704499483108521 0.75693529469626286 -0.096194261369058634 0.60648197897018929 -0.08306433049115268 -0.74064320516586313 -0.54759015426635738 -0.83715280055999752 -0.35177088612004331 0.47747818572479384 -0.016546274350239681 0.033122905396470212 -0.53353813820025497 0.32391017896157726 -0.0052135464487652059 -0.0062846899058388471 0.39181329011917115 0.37881473350524902 -0.34417946968323143 -0.29435517174857007 0.094020514264702801 -0.20660078016916911 -0.17522501577933627 -0.11915731946627299 leaf_weight=10335 19410 20 30 91 20 24 20 28 295 31 33 20 25 21 38 104 260 113 34 54 84092 18912 20 20 39 21 32 45 24 24 leaf_count=10335 19410 20 30 91 20 24 20 28 295 31 33 20 25 21 38 104 260 113 34 54 84092 18912 20 20 39 21 32 45 24 24 internal_value=0 0.0289377 0.026648 0.029623 0.310984 0.0254727 0.377635 0.169091 0.0222415 0.0270839 -0.0016828 -0.137112 -0.00137359 -0.312317 -0.00126254 -0.0011542 0.096432 0.257738 -0.206242 0.174349 -0.00155113 0.00628536 0.0208059 -0.00512162 -0.133031 -0.0360257 -0.0601561 -0.165362 -0.121065 -0.147191 internal_weight=0 11054 11034 10938 159 10779 98 139 10681 10366 123181 315 122995 96 122970 122932 498 217 186 78 122434 38322 111 84112 152 281 113 75 81 48 internal_count=134235 11054 11034 10938 159 10779 98 139 10681 10366 123181 315 122995 96 122970 122932 498 217 186 78 122434 38322 111 84112 152 281 113 75 81 48 cat_boundaries=0 6 9 10 16 17 cat_threshold=2148581504 393475 266368 957350016 167916099 2105345 37749248 1052672 17664 1132 541065220 872419344 20305 3233976320 16793600 893389312 1139 is_linear=0 shrinkage=0.01 Tree=296 num_leaves=35 num_cat=6 split_feature=25 0 5 1 2 5 1 2 16 24 1 7 2 9 6 7 25 24 7 7 5 22 1 24 25 26 5 7 26 0 0 5 6 10 split_gain=93291.7 145685 445065 107492 117077 97280.3 211473 74274.1 68306.2 55960.6 108105 107172 49722.7 49087.7 46385.2 45728.8 103243 214183 177968 51917.7 63109.2 39481.3 36162.9 87645.5 29326.5 23805.9 80697.7 21526.2 17529.4 13913.9 12960.8 11286.9 11086.5 3668.57 threshold=0 292.11750000000001 120.63500000000002 64.397977000000012 25.567150000000002 316.16700000000009 110.64500000000001 783.48000000000013 9.1132500000000025 1 317.92500000000007 650.90000000000009 783.48000000000013 797.90800000000002 39.576500000000003 48.621081000000011 2 3 336.95674000000002 549.10000000000002 125.2 231.57000000000002 177.74775000000002 4 5 2022.5000000000002 483.07500000000005 8.0855000000000015 2022.5000000000002 478.01250000000005 638.18750000000011 0.99444450000000018 5.0180000000000007 34.546799999999998 decision_type=9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 1 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 28 7 14 8 9 10 -1 -11 13 15 25 21 17 18 -17 20 -18 22 24 -24 -2 -7 -27 32 29 -3 -30 -19 -10 -29 right_child=12 2 -4 -5 -6 6 -8 -9 27 11 -12 -13 -14 -15 -16 16 19 31 -20 -21 -22 -23 23 -25 -26 26 -28 33 30 -31 -32 -33 -34 -35 leaf_value=0.001156622510521943 0.0053885173325919043 -0.17394672535083913 1.5120455668522761 0.62048332732064382 -0.66881633195010093 0.2024264996702021 1.2381646308898926 0.48674364482655241 -0.11774274437591947 0.039763394153803901 -0.40676618026964589 0.77297946262359618 -0.3586722327501346 -0.42789318084716799 0.54031238079071042 0.40749674799736968 0.01356088568649887 -0.020479042164589227 1.4514326848983765 -0.3200150176611814 0.3544785935836926 0.33858889832216149 0.30975318048178685 0.0018838524025893279 -0.0056071805941221757 -0.47833550759724214 0.31188369949658712 -0.24692264795303345 0.1416819648742676 0.11985176658630371 0.44288930368423468 -0.28185136711597447 0.11243317510770715 -0.43616393361772809 leaf_weight=4148 33533 27 26 35 22 44 20 34 232 6132 66 20 39 27 22 89 1146 95 20 44 57 34 117 351 87609 28 24 20 50 40 20 20 23 21 leaf_count=4148 33533 27 26 35 22 44 20 34 232 6132 66 20 39 27 22 89 1146 95 20 44 57 34 117 351 87609 28 24 20 50 40 20 20 23 21 internal_value=0 0.0286483 0.283434 0.118775 0.00833606 0.023501 0.28731 0.0200973 0.0186092 0.0228863 -0.00521991 0.0420787 -0.00166555 -0.00155262 0.126148 -0.00145912 0.0539624 0.246638 0.548705 0.0172358 0.0297141 -0.00212931 -0.00222457 0.0855101 -0.00256351 0.0312352 -0.113619 -0.131177 0.117076 0.00145536 0.227741 -0.0606603 -0.0969818 -0.343851 internal_weight=0 11054 220 194 159 10834 138 10696 10662 10366 4214 6152 123181 123142 118 123115 1471 224 109 1247 1203 121644 121610 468 121142 96 52 296 137 67 70 115 255 41 internal_count=134235 11054 220 194 159 10834 138 10696 10662 10366 4214 6152 123181 123142 118 123115 1471 224 109 1247 1203 121644 121610 468 121142 96 52 296 137 67 70 115 255 41 cat_boundaries=0 6 7 13 14 15 21 cat_threshold=2148581504 393475 266368 957350016 167916099 2105345 3265 4194304 1052800 134217728 0 16384 536870912 3404 1284 536870916 872415248 20289 3233984512 16795648 893389440 is_linear=0 shrinkage=0.01 Tree=297 num_leaves=28 num_cat=3 split_feature=0 18 24 3 8 0 13 1 24 2 0 1 7 7 12 24 2 3 1 1 1 0 0 0 13 1 13 split_gain=87747.4 296710 403414 222779 199593 81601 62906 64536.9 225370 148582 132552 56271.1 53339.6 71324.5 347102 52092.8 126028 41053.7 34315.5 31690.8 29530.8 22286.6 19019.5 23656.4 8686.34 6992 34.036 threshold=292.11750000000001 0.56900000000000006 0 9.3117500000000017 167.67033750000004 478.01250000000005 513.23075000000006 438.37500000000006 1 1048.2900000000002 24.245000000000005 789.60480000000007 1042.2668000000001 195.61750000000004 153.08370000000002 2 126.84510000000002 1048.2900000000002 650.90000000000009 543.20000000000016 45.380000000000003 362.49400000000003 782.62500000000011 539.75000000000011 779.68675000000019 789.60480000000007 673.83140000000014 decision_type=2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 5 15 21 7 9 10 12 11 19 13 17 -15 22 20 -1 -10 -9 -17 -2 23 -4 26 -20 -8 right_child=1 -3 4 -5 -6 -7 24 8 18 -11 -12 -13 -14 14 -16 16 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=8.6272628781124963e-05 -0.029066921642848423 1.3260422130823135 0.1921526779048145 1.5107240801272184 -1.0538764119148254 0.79179664205102362 -0.21335479121054374 0.66247529779161729 0.0026550899472152978 -0.6920221997845557 -0.10243962535151729 0.35575323947270709 -0.4811585691700811 0.048525145186721581 1.0950501432138331 -0.14340922786094049 0.62275774138314388 -0.38286450147628787 -0.21448319911956787 1.14731431387938 -0.49187685285295757 0.37359692732493083 0.39388076057434085 -0.14816770887374878 -0.42861212818710892 -0.44758542276197866 -0.196622389793396 leaf_weight=132848 28 20 64 23 20 34 31 28 57 31 27 30 23 467 34 185 21 28 22 26 28 27 25 30 27 31 20 leaf_count=132848 28 20 64 23 20 34 31 28 57 31 27 30 23 467 34 185 21 28 22 26 28 27 25 30 27 31 20 internal_value=0 0.132393 0.0831709 0.581483 -0.0799037 0.406678 0.00032782 0.000493508 0.171239 0.000210705 0.465175 0.703001 0.000371569 0.000454605 0.119547 -0.0269847 -0.111579 5.57618e-06 -0.153687 0.895916 -0.189217 0.168604 0.137207 0.0835398 -0.283577 -0.350826 -0.206793 internal_weight=0 505 485 112 373 89 133730 133652 221 133431 111 84 133400 133377 501 353 234 132876 110 54 213 55 119 94 78 53 51 internal_count=134235 505 485 112 373 89 133730 133652 221 133431 111 84 133400 133377 501 353 234 132876 110 54 213 55 119 94 78 53 51 cat_boundaries=0 1 2 3 cat_threshold=1296 3132 580 is_linear=0 shrinkage=0.01 Tree=298 num_leaves=29 num_cat=4 split_feature=25 3 4 11 10 5 3 9 18 4 7 25 24 7 5 2 2 26 22 7 0 11 25 3 5 3 26 3 split_gain=91212.9 321000 117506 104703 79907.9 94206.7 76221 72187.2 63994.2 62223.8 50622.7 97773.6 201078 159052 47331.6 44170.1 43377.1 42819.3 38557.8 37574.9 35852.1 31270.8 30866.5 22662.2 11582 10328 799.711 381.522 threshold=0 1048.2900000000002 648.37500000000011 756.4475000000001 68.660000000000011 192.26595000000003 336.88000000000005 797.90800000000002 475.19100000000009 337.69674000000003 48.621081000000011 1 2 336.95674000000002 125.2 783.48000000000013 70.594335000000015 2022.5000000000002 231.57000000000002 276.13500000000005 17.518933500000003 104.05000000000001 3 650.90000000000009 0.99444450000000018 483.18750000000006 2022.5000000000002 400.30000000000007 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 8 21 7 10 9 -1 15 12 13 -12 19 18 23 -4 22 -13 -16 -6 -2 25 -14 26 -8 -28 right_child=6 -3 17 -5 5 -7 16 -9 -10 -11 11 14 24 -15 20 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 leaf_value=0.028333829658518907 0.006028415342061718 1.2940844845771791 0.14490867972373964 0.71296429482373325 -0.11757343690132217 -0.79252504158020021 -0.082169075012207035 -0.53864722442626956 0.59243937337398533 -0.25515535458540306 0.39747676017549305 0.027746541891766924 -0.018859203977735488 1.3639733859470911 0.50196832588740758 -0.34739988739426075 -0.52682524919509888 0.72603822484612468 0.33487492112552419 -0.15136870729652319 0.00015349268913269042 0.21133362486958504 -0.0051224918150316601 -0.3395517933368683 -0.28463646483421323 0.092127985954284675 -0.17431060363849002 -0.11792489692568779 leaf_weight=10510 34777 20 21 22 299 20 33 25 20 78 90 1039 91 21 35 37 34 32 34 132 24 32 86670 39 20 32 24 24 leaf_count=10510 34777 20 21 22 299 20 33 25 20 78 90 1039 91 21 35 37 34 32 34 132 24 32 86670 39 20 32 24 24 internal_value=0 0.0283203 0.0260517 0.0237846 0.022401 -0.126046 -0.0016539 -0.00134813 0.0273129 0.0262454 -0.0012389 0.0574573 0.245722 0.532367 0.0213069 -0.00194025 -0.203934 0.495779 -0.00183503 0.00755592 0.29784 -0.0857758 -0.0019293 -0.131708 -0.0612307 -0.0599747 -0.120065 -0.146118 internal_weight=0 11054 11034 10981 10959 351 123181 122995 10608 10588 122970 1452 222 111 1230 121518 186 53 121481 1171 59 331 121447 152 111 113 81 48 internal_count=134235 11054 11034 10981 10959 351 123181 122995 10608 10588 122970 1452 222 111 1230 121518 186 53 121481 1171 59 331 121447 152 111 113 81 48 cat_boundaries=0 6 12 13 19 cat_threshold=2148581504 393475 266368 957350016 167916099 2105345 4194304 1052672 134217728 0 16384 536870928 3404 536870916 872415248 4214593 3233951776 16793600 893389440 is_linear=0 shrinkage=0.01 Tree=299 num_leaves=29 num_cat=4 split_feature=25 3 4 11 13 8 7 1 16 3 9 7 25 24 7 2 1 25 2 26 7 11 22 3 3 7 26 3 split_gain=89397.7 314612 115167 102619 77672.7 105955 82311.1 90727.5 78186.5 74704.2 70750.7 49615.3 96346.3 201735 170819 43291.1 45157.2 106012 42513.9 41967.2 38308.4 48022.6 37875.6 22211.3 10122.5 1040.76 783.797 373.929 threshold=0 1048.2900000000002 648.37500000000011 756.4475000000001 29.988750000000003 196.52100000000004 783.48000000000013 43.772500000000008 174.97500000000002 336.88000000000005 797.90800000000002 48.621081000000011 1 2 336.95674000000002 783.48000000000013 177.74775000000002 3 70.594335000000015 2022.5000000000002 549.10000000000002 148.01500000000001 231.57000000000002 650.90000000000009 483.18750000000006 276.13500000000005 2022.5000000000002 400.30000000000007 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 8 7 -1 -6 10 11 15 13 14 -13 16 22 -18 23 -4 21 -14 -2 24 26 -15 -11 -28 right_child=9 -3 19 -5 5 -7 -8 -9 -10 18 -12 12 20 25 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 leaf_value=0.021027541412039656 -0.0022851146215320801 1.2811436057090759 0.14345960259437562 0.70583465554497471 -0.11506369788962674 -0.80967931157066719 -0.61374522924423214 0.1450555042064551 0.52873975920677185 -0.081347383513595134 -0.53326076202392581 0.39819194999608132 0.022333315102274681 -0.048299952016889372 1.4220116529464721 -0.34392589285566999 0.32195563342008326 -0.0055542209968194589 -0.52155699757968677 0.71877780318260198 -0.27546669693220233 0.45687665783441989 0.33152618408203127 -0.33615627178779017 0.091206705346703526 -0.12259096801280976 -0.17256749947865804 -0.11674565071860948 leaf_weight=9939 120990 20 21 22 332 21 20 627 20 33 25 88 1164 88 20 37 134 323 34 32 42 26 34 39 32 24 24 24 leaf_count=9939 120990 20 21 22 332 21 20 627 20 33 25 88 1164 88 20 37 134 323 34 32 42 26 34 39 32 24 24 24 internal_value=0 0.0280371 0.0257912 0.0235467 0.022177 -0.11965 0.0271743 0.0283875 -0.078484 -0.00163736 -0.00133465 -0.00122651 0.0568827 0.244733 0.537976 -0.00192085 -0.00181668 0.0974006 -0.201895 0.490822 0.0211797 0.0318275 -0.00219134 -0.130391 -0.0593749 -0.0589556 -0.118864 -0.144657 internal_weight=0 11054 11034 10981 10959 373 10586 10566 352 123181 122995 122970 1452 220 108 121518 121481 457 186 53 1232 1190 121024 152 113 112 81 48 internal_count=134235 11054 11034 10981 10959 373 10586 10566 352 123181 122995 122970 1452 220 108 121518 121481 457 186 53 1232 1190 121024 152 113 112 81 48 cat_boundaries=0 6 12 13 16 cat_threshold=2148581504 393475 266368 957350016 167916099 2105345 4194304 1052800 134217728 0 16384 536870912 3404 37749248 4096 16640 is_linear=0 shrinkage=0.01 Tree=300 num_leaves=11 num_cat=2 split_feature=2 9 7 4 1 6 25 25 18 13 split_gain=141134 89829.9 86711.6 71631.5 60473.1 465661 196961 41060.6 59047.5 25471 threshold=1048.2900000000002 1037.4750000000001 1042.2668000000001 1048.2900000000002 92.530000000000015 401.66700000000003 0 1 678.28640000000007 22.773 decision_type=2 2 2 2 2 2 9 9 2 2 left_child=1 2 3 4 7 6 -6 9 -9 -1 right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11 leaf_value=0.056679567655351148 0.63463795716421945 0.56589466776166641 -0.54733012413156445 -0.46630230267842615 0.13664264331187576 1.5759086866378784 -0.080837410293160911 -0.0017928002031918 0.50493510121884555 -0.21621440424237931 leaf_weight=1501 35 28 29 33 933 20 738 131126 23 35 leaf_count=1501 35 28 29 33 933 20 738 131126 23 35 internal_value=0 -0.000457144 -0.000575101 -0.000457134 -0.000342731 0.0590809 0.0409262 -0.00110005 -0.0017038 0.0501349 internal_weight=0 134466 134438 134409 134376 1691 1671 132685 131149 1536 internal_count=134501 134466 134438 134409 134376 1691 1671 132685 131149 1536 cat_boundaries=0 6 12 cat_threshold=46712320 1052672 17664 4194304 16777218 536870912 2147483648 393218 4 286326784 134226432 2097153 is_linear=0 shrinkage=0.01 Tree=301 num_leaves=11 num_cat=1 split_feature=2 9 7 9 1 6 5 25 6 6 split_gain=138326 88042.3 84986.1 56601.9 59156.8 411763 288566 40447.4 72363.9 65721.3 threshold=1048.2900000000002 1037.4750000000001 1042.2668000000001 797.90800000000002 92.530000000000015 401.66700000000003 366.02500000000003 0 650.90000000000009 483.07500000000005 decision_type=2 2 2 2 2 2 2 9 2 2 left_child=1 2 3 4 7 6 -6 8 -1 -9 right_child=-2 -3 -4 -5 5 -7 -8 9 -10 -11 leaf_value=0.016690870727775461 0.62829153851100383 0.56023571968078612 -0.54185682411851555 -0.45826766791167084 0.024714324862470608 1.4499426859901063 1.1072039367675781 -0.0025118716317984093 0.60430553163800926 -0.26563554416126328 leaf_weight=10325 35 28 29 27 1647 21 25 122248 21 95 leaf_count=10325 35 28 29 27 1647 21 25 122248 21 95 internal_value=0 -0.000452531 -0.000569308 -0.000452521 -0.000360536 0.0583777 0.0408999 -0.00110999 0.0178663 -0.00271597 internal_weight=0 134466 134438 134409 134382 1693 1672 132689 10346 122343 internal_count=134501 134466 134438 134409 134382 1693 1672 132689 10346 122343 cat_boundaries=0 6 cat_threshold=2152726528 67502354 20484 2434367616 134232576 18874513 is_linear=0 shrinkage=0.01 Tree=302 num_leaves=10 num_cat=0 split_feature=2 9 7 4 1 6 5 12 18 split_gain=135573 86290.3 83294.8 70264.1 58118.3 447966 223837 42689.5 37730.5 threshold=1048.2900000000002 1037.4750000000001 1042.2668000000001 1048.2900000000002 92.530000000000015 401.66700000000003 366.02500000000003 650.90000000000009 678.28640000000007 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 8 -1 right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 leaf_value=-0.0010359037940082341 0.6220086581366403 0.55463336944580077 -0.53643825054168703 -0.46182558643095417 0.025563440479768443 1.5456501731872558 0.96071946235803451 -0.28218643939053573 0.38748749876022337 leaf_weight=132606 35 28 29 33 1645 20 26 54 25 leaf_count=132606 35 28 29 33 1645 20 26 54 25 internal_value=0 -0.000448006 -0.000563615 -0.000447995 -0.00033469 0.0579205 0.040114 -0.00107712 -0.00096267 internal_weight=0 134466 134438 134409 134376 1691 1671 132685 132631 internal_count=134501 134466 134438 134409 134376 1691 1671 132685 132631 is_linear=0 shrinkage=0.01 Tree=303 num_leaves=10 num_cat=2 split_feature=2 9 7 4 1 6 25 12 25 split_gain=132875 84573.1 81637.3 68865.9 56961.7 439052 192562 41840 42887.8 threshold=1048.2900000000002 1037.4750000000001 1042.2668000000001 1048.2900000000002 92.530000000000015 401.66700000000003 0 650.90000000000009 1 decision_type=2 2 2 2 2 2 9 2 9 left_child=1 2 3 4 7 6 -6 8 -1 right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 leaf_value=0.047500062860738684 0.61578857530866349 0.54908702986580982 -0.53107386819247548 -0.45720733165740968 0.13436054596244845 1.5301936607360842 -0.080670768782735505 -0.27936457951863608 -0.0016201743473166651 leaf_weight=1792 35 28 29 33 933 20 738 54 130839 leaf_count=1792 35 28 29 33 933 20 738 54 130839 internal_value=0 -0.000443526 -0.000557979 -0.000443516 -0.000331344 0.0573413 0.0397129 -0.00106635 -0.000953043 internal_weight=0 134466 134438 134409 134376 1691 1671 132685 132631 internal_count=134501 134466 134438 134409 134376 1691 1671 132685 132631 cat_boundaries=0 6 12 cat_threshold=46712320 1052672 17664 4194304 16777218 536870912 2147483648 393218 4100 286326784 134226432 2097153 is_linear=0 shrinkage=0.01 Tree=304 num_leaves=26 num_cat=2 split_feature=1 24 3 0 26 1 8 25 3 3 5 1 3 0 6 6 17 5 16 8 1 26 26 1 6 split_gain=79209.7 362319 312838 61474.9 125100 61372.6 61027.8 53787.7 159411 138084 97691 170995 181150 52924.4 57227 44205.6 26520.5 61364.7 24171.7 9448.17 5937.33 22053.7 4969.11 1415.07 144.498 threshold=438.37500000000006 0 9.3117500000000017 24.245000000000005 2022.5000000000002 789.60480000000007 808.31735000000015 1 782.62500000000011 782.62500000000011 366.02500000000003 26.723900000000004 8.3632500000000025 782.62500000000011 442.89500000000004 442.89500000000004 221.02980000000002 366.02500000000003 22.109500000000004 1066.3056000000001 650.90000000000009 2022.5000000000002 2022.5000000000002 1066.3056000000001 545.08500000000015 decision_type=2 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 4 -2 20 7 9 15 10 13 12 -12 14 -1 16 17 -9 -18 -8 21 -3 -15 -7 -17 right_child=1 5 -4 -5 -6 23 19 8 -10 -11 11 -13 -14 22 -16 24 18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.0092700199082139233 0.86430555243241158 -0.30802541542053224 1.6361575078964234 -0.073346947097778323 -0.08324258934367787 -0.54625665708021687 -0.48459745357433953 -0.0033077366236777079 -0.78666110249666066 0.59170447681008309 -0.032448256449265911 1.1254503006935119 0.96157819639552733 -0.21611325035924497 0.24316478306906564 -0.29315891742706301 0.078337102929751087 -0.25494371649837988 0.46392105091185798 -0.21839969658851621 0.099835556944211326 0.094127815087636318 -0.41978269138336183 -0.43629128723144533 -0.26110717087602003 leaf_weight=27933 38 25 24 25 22 22 24 105656 26 41 110 20 22 23 105 22 72 97 21 30 24 30 25 25 39 leaf_count=27933 38 25 24 25 22 22 24 105656 26 41 110 20 22 23 105 22 72 97 21 30 24 30 25 25 39 internal_value=0 0.183152 0.57518 0.343278 0.516871 -0.186806 -0.000601317 -0.000466084 -0.00373706 0.0117841 0.0109463 0.263779 0.133223 0.00957796 0.0101459 -0.0035452 -0.00339011 -0.00353855 0.165404 -0.33671 -0.0314019 -0.0886691 -0.322191 -0.487764 -0.272667 internal_weight=0 235 109 85 60 126 134266 134212 105933 28279 28238 152 132 28086 28038 105907 105846 105753 93 54 79 55 48 47 61 internal_count=134501 235 109 85 60 126 134266 134212 105933 28279 28238 152 132 28086 28038 105907 105846 105753 93 54 79 55 48 47 61 cat_boundaries=0 1 7 cat_threshold=3116 2181070848 68551938 21508 2433810560 151003648 555745425 is_linear=0 shrinkage=0.01 Tree=305 num_leaves=13 num_cat=1 split_feature=0 8 18 4 5 22 1 24 2 8 8 8 split_gain=81228.7 75651.7 82153.7 76809.6 49249.2 46680.9 44560.9 275335 112688 8760.29 6310.9 13.3611 threshold=1083.9006000000002 574.83500000000015 678.28640000000007 57.315000000000005 1066.3056000000001 386.60000000000008 438.37500000000006 0 1048.2900000000002 675.58140000000014 808.31735000000015 1066.3056000000001 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 2 4 9 5 6 8 -8 -1 -3 -11 -12 right_child=-2 3 -4 -5 -6 -7 7 -9 -10 10 11 -13 leaf_value=-0.00014587247273045601 0.42954134529287169 -0.30176152239243192 0.62544096719650999 -0.8222642097473144 -0.41942289488656181 0.48309659385681153 0.4975437042968614 -0.17748613089102286 -0.55970476600858898 0.050804056326548261 -0.14590572059154511 -0.15705723079768094 leaf_weight=133754 44 24 21 20 28 20 102 125 36 24 21 22 leaf_count=133754 44 24 21 20 28 20 102 125 36 24 21 22 internal_value=0 -0.000192488 2.35388e-05 -0.261149 -7.44269e-05 1.3174e-05 -5.89189e-05 0.139931 -0.000296438 -0.137827 -0.0791042 -0.151611 internal_weight=0 134197 134086 111 134065 134037 134017 227 133790 91 67 43 internal_count=134241 134197 134086 111 134065 134037 134017 227 133790 91 67 43 cat_boundaries=0 1 cat_threshold=3116 is_linear=0 shrinkage=0.01 Tree=306 num_leaves=16 num_cat=3 split_feature=3 18 25 20 12 11 24 13 9 25 6 23 26 13 12 split_gain=114842 69327.9 63495.1 92892.6 79157 114067 64140.7 45412.4 55647.1 40881.2 40081.2 25917.1 15800.5 5446.21 4331.19 threshold=1048.2900000000002 678.28640000000007 0 284.66100000000012 417.10750000000002 756.4475000000001 1 382.71220000000005 678.37500000000011 2 12.987 0.90965000000000018 2022.5000000000002 513.23075000000006 546.82000000000005 decision_type=2 2 9 2 2 2 1 2 2 9 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 9 12 14 -11 -4 -9 -6 right_child=-2 -3 7 -5 10 -7 -8 13 -10 11 -12 -13 -14 -15 -16 leaf_value=0.048384934004221891 -0.53579233431816098 0.54908424429271541 -0.084528232812881465 0.6166494435530443 -0.064036304553349813 0.70890621165434531 0.0042458044442111476 0.34957949280738831 -0.43320299800237017 -0.0025038437898574047 -0.68656346368789667 0.095581640466495796 -0.33109164615847031 0.17142530673259013 -0.24059057972647929 leaf_weight=4927 40 23 51 26 24 24 9905 32 30 118746 20 270 53 37 33 leaf_count=4927 40 23 51 26 24 24 9905 32 30 118746 20 270 53 37 33 internal_value=0 0.000108803 1.47012e-05 0.0194277 0.0184008 0.0200584 0.0189437 -0.00242256 -0.00257129 -0.00246284 -0.301398 -0.00228114 -0.191744 0.254048 -0.166252 internal_weight=0 134201 134178 14959 14933 14856 14832 119219 119150 119120 77 119016 104 69 57 internal_count=134241 134201 134178 14959 14933 14856 14832 119219 119150 119120 77 119016 104 69 57 cat_boundaries=0 6 7 13 cat_threshold=2148827136 1442817 1073762389 164397184 41536 2170912 1061 0 2 0 65536 131072 128 is_linear=0 shrinkage=0.01 Tree=307 num_leaves=14 num_cat=1 split_feature=3 0 18 8 25 11 6 13 9 1 8 13 8 split_gain=112556 75314.6 67981.8 60175.2 63619 78112.4 53930.8 52828 57571.2 50869.2 7057.51 5302.07 223.721 threshold=1048.2900000000002 1083.9006000000002 678.28640000000007 574.83500000000015 0 756.4475000000001 109.24925000000002 382.71220000000005 678.37500000000011 1066.3056000000001 808.31735000000015 673.83140000000014 1066.3056000000001 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 9 10 8 -6 -1 -5 -9 -12 right_child=-2 -3 -4 6 7 -7 -8 11 -10 -11 12 -13 -14 leaf_value=0.017671538155463126 -0.53043435287475593 0.41855010720186459 0.54359341248222015 -0.034128481367739237 -0.0024549483366323559 0.56693379017022938 -0.70541461372375491 0.21517780614935833 -0.45595259700502666 0.51018366859072728 -0.23759478449821472 0.40392782644792036 -0.19344638586044313 leaf_weight=15231 40 43 23 41 118654 26 20 46 28 21 22 22 24 leaf_count=15231 40 43 23 41 118654 26 20 46 28 21 22 22 24 internal_value=0 0.000107754 -2.63637e-05 -0.000119578 6.96706e-05 0.0192706 -0.237172 -0.00240208 -0.00256194 0.0183497 -0.129529 0.276244 -0.214561 internal_weight=0 134201 134158 134135 134028 15278 107 118750 118682 15252 87 68 46 internal_count=134241 134201 134158 134135 134028 15278 107 118750 118682 15252 87 68 46 cat_boundaries=0 6 cat_threshold=2148827136 538313729 1073762373 164397184 41536 2170912 is_linear=0 shrinkage=0.01 Tree=308 num_leaves=20 num_cat=5 split_feature=3 25 4 8 20 11 24 1 25 13 9 23 25 25 26 8 13 8 13 split_gain=110317 65850.4 90397.8 82794.2 86207.3 82864.6 50253.6 44621.9 44150.9 47912.7 50985.8 25405.4 56709.4 22405.7 16786.8 3548.31 3504.3 1369.51 593.346 threshold=1048.2900000000002 0 1048.2900000000002 404.00100000000003 284.66100000000012 756.4475000000001 1 14.504490000000002 2 382.71220000000005 678.37500000000011 0.90965000000000018 3 4 2022.5000000000002 808.31735000000015 673.83140000000014 574.83500000000015 465.60925000000003 decision_type=2 9 2 2 2 2 1 2 9 2 2 2 9 9 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 15 14 10 11 13 -13 -10 -3 17 18 -5 -11 right_child=-2 8 -4 7 -6 -7 -8 -9 9 16 -12 12 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.0448292562217181 -0.52513002276420595 -0.083658391330756393 0.67551604498000373 -0.16923105335235597 0.59617180503331701 0.59508803882598882 0.005786475833852809 -0.69309142160415649 0.0041939209200132447 0.24811544708583666 -0.42901216251509533 0.26189296564087272 -0.027720405164806321 -0.0052947832497331508 -0.33444056843008313 -0.27754140120744702 0.36387133468281141 -0.071061484195567945 0.17773684463500977 leaf_weight=4952 40 51 21 30 26 25 9855 20 35484 23 28 106 164 83266 56 20 22 27 25 leaf_count=4952 40 51 21 30 26 25 9855 20 35484 23 28 106 164 83266 56 20 22 27 25 internal_value=0 0.000106677 0.019864 0.0189566 0.0208577 0.0198492 0.018878 -0.27225 -0.00237653 -0.00218563 -0.00233961 -0.00223923 0.0946527 -0.00245953 -0.196541 -0.162941 0.259361 -0.12273 0.21146 internal_weight=0 134201 14976 14955 14858 14832 14807 97 119225 119118 119048 119020 270 118750 107 77 70 57 48 internal_count=134241 134201 14976 14955 14858 14832 14807 97 119225 119118 119048 119020 270 118750 107 77 70 57 48 cat_boundaries=0 6 7 13 19 25 cat_threshold=2148827136 1442817 1073762389 164397184 41536 2170912 293 0 2 0 65536 131072 128 0 0 0 0 0 268435456 536871440 606081088 168037504 2147622916 151017472 55593537 is_linear=0 shrinkage=0.01 Tree=309 num_leaves=13 num_cat=2 split_feature=3 0 18 8 25 20 11 6 8 25 8 8 split_gain=108121 73714 66520 58329.5 61067.9 99532.1 75313.7 52787.6 52297.1 40990.3 6883.4 218.017 threshold=1048.2900000000002 1083.9006000000002 678.28640000000007 574.83500000000015 0 284.66100000000012 756.4475000000001 109.24925000000002 449.47000000000008 1 808.31735000000015 1066.3056000000001 decision_type=2 2 2 2 9 2 2 2 2 9 2 2 left_child=1 2 3 4 5 6 -1 10 9 -6 -5 -12 right_child=-2 -3 -4 7 8 -7 -8 -9 -10 -11 11 -13 leaf_value=0.016940117730954989 -0.51987871551513676 0.41407806440841322 0.53771628379821779 -0.032795325503116701 -0.1919859807846839 0.64934933052062993 0.55560756885088414 -0.69676098227500916 0.44608551172109751 -0.0022702917518602375 -0.23372659302570603 -0.19014461422959966 leaf_weight=15227 40 43 23 41 104 25 26 20 26 118620 22 24 leaf_count=15227 40 43 23 41 104 25 26 20 26 118620 22 24 internal_value=0 0.000105822 -2.68638e-05 -0.00011907 6.72532e-05 0.0188793 0.0178583 -0.233507 -0.00235444 -0.00245284 -0.127012 -0.210988 internal_weight=0 134201 134158 134135 134028 15278 15253 107 118750 118724 87 46 internal_count=134241 134201 134158 134135 134028 15278 15253 107 118750 118724 87 46 cat_boundaries=0 6 12 cat_threshold=2148827136 538313729 1073762373 164397184 41536 2170912 0 2 0 65536 131072 128 is_linear=0 shrinkage=0.01 Tree=310 num_leaves=13 num_cat=1 split_feature=3 1 25 12 0 5 2 2 1 26 1 26 split_gain=148386 98192.3 85053.6 62483.9 47609.5 406342 219962 107630 49983.5 4014.25 3828.31 50.2729 threshold=1048.2900000000002 789.60480000000007 0 768.82675000000006 25.333500000000004 483.07500000000005 543.20000000000016 1048.2900000000002 543.20000000000016 2022.5000000000002 1066.3056000000001 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 9 4 7 6 -6 8 -4 -1 11 -3 right_child=-2 10 3 -5 5 -7 -8 -9 -10 -11 -12 -13 leaf_value=0.18783312282046757 0.60010964556438173 -0.27425981283187867 -0.0026498326828440265 -0.42411153425489156 0.018512812413899595 1.4525840454101564 0.90760916267122538 -0.6459817064725436 0.290977593495928 0.29002149868011479 -0.42104024636118037 -0.29572686791419983 leaf_weight=74 41 24 129438 35 4475 20 28 26 58 80 38 20 leaf_count=74 41 24 129438 35 4475 20 28 26 58 80 38 20 internal_value=0 -0.00157715 -0.00136583 -0.00164399 -0.0015338 0.0303581 0.0240413 -0.00264749 -0.00251832 0.226228 -0.347516 -0.284018 internal_weight=0 134316 134234 134080 134045 4523 4503 129522 129496 154 82 44 internal_count=134357 134316 134234 134080 134045 4523 4503 129522 129496 154 82 44 cat_boundaries=0 5 cat_threshold=0 0 4 0 8192 is_linear=0 shrinkage=0.01 Tree=311 num_leaves=12 num_cat=1 split_feature=3 1 25 12 11 0 2 2 26 1 26 split_gain=145433 96238.3 83361 61240.4 53523.8 42843.5 208740 105468 3934.36 3752.13 49.2724 threshold=1048.2900000000002 789.60480000000007 0 768.82675000000006 756.4475000000001 25.333500000000004 648.37500000000011 1048.2900000000002 2022.5000000000002 1066.3056000000001 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 8 4 5 7 -7 -4 -1 10 -3 right_child=-2 9 3 -5 -6 6 -8 -9 -10 -11 -12 leaf_value=0.18595480506484574 0.59410853106801109 -0.27151722272237139 -0.0025540670786708022 -0.41987042781284878 0.36888752705011613 0.024121793318957648 1.0480083546638488 -0.63952188931978671 0.28712128496170047 -0.41682983473727575 -0.29276960182189943 leaf_weight=74 41 24 129466 35 39 4494 20 26 80 38 20 leaf_count=74 41 24 129466 35 39 4494 20 26 80 38 20 internal_value=0 -0.00156138 -0.00135217 -0.00162755 -0.00151846 -0.00162626 0.0286583 -0.00268196 0.223966 -0.344041 -0.281177 internal_weight=0 134316 134234 134080 134045 134006 4514 129492 154 82 44 internal_count=134357 134316 134234 134080 134045 134006 4514 129492 154 82 44 cat_boundaries=0 5 cat_threshold=0 0 4 0 8192 is_linear=0 shrinkage=0.01 Tree=312 num_leaves=13 num_cat=0 split_feature=3 1 12 0 5 2 2 4 1 20 1 1 split_gain=142539 94323.1 70158.5 42452 398394 212447 119530 100745 48874.1 40613.4 3677.46 157.812 threshold=1048.2900000000002 789.60480000000007 768.82675000000006 25.333500000000004 483.07500000000005 543.20000000000016 1048.2900000000002 293.48250000000002 543.20000000000016 508.14500000000015 1066.3056000000001 650.90000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 7 8 -5 9 -1 -3 -10 right_child=-2 10 -4 4 -6 -7 -8 -9 11 -11 -12 -13 leaf_value=-0.0023316592281098724 0.58816744432216739 -0.27836562535979531 -0.43096103316859191 0.022489173796031263 1.4371274490356445 0.89097840343202861 -0.65556844166346961 -0.40814906649156052 0.27373618920644122 0.41791978877523667 -0.41266155569176927 0.3070447905540466 leaf_weight=129557 41 44 38 4427 20 28 28 55 33 23 38 25 leaf_count=129557 41 44 38 4427 20 28 28 55 33 23 38 25 internal_value=0 -0.00154577 -0.00133865 -0.00121699 0.0288745 0.0226294 -0.00226827 0.0172047 -0.00212716 -0.00225707 -0.3406 0.288093 internal_weight=0 134316 134234 134196 4530 4510 129666 4482 129638 129580 82 58 internal_count=134357 134316 134234 134196 4530 4510 129666 4482 129638 129580 82 58 is_linear=0 shrinkage=0.01 Tree=313 num_leaves=11 num_cat=1 split_feature=3 1 25 12 18 20 9 26 1 26 split_gain=139702 92446.1 81816.4 58782.6 43893.1 42989.7 39847.7 3867.76 3604.28 48.2919 threshold=1048.2900000000002 789.60480000000007 0 768.82675000000006 678.28640000000007 549.10000000000002 9.0802500000000013 2022.5000000000002 1066.3056000000001 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 left_child=1 2 7 4 5 6 -4 -1 9 -3 right_child=-2 8 3 -5 -6 -7 -8 -9 -10 -11 leaf_value=0.18419677244650351 0.58228573520009119 -0.26601838668187461 -0.0026742125800427847 -0.41136211803981232 0.41748325500488281 0.46202168452739711 0.027074645351374969 0.28450336885452271 -0.40853492586236251 -0.28705824923515322 leaf_weight=74 41 24 129335 35 25 20 4665 80 38 20 leaf_count=74 41 24 129335 35 25 20 4665 80 38 20 internal_value=0 -0.00153031 -0.00132526 -0.00159808 -0.0014912 -0.00156936 -0.00163855 0.221895 -0.337194 -0.275582 internal_weight=0 134316 134234 134080 134045 134020 134000 154 82 44 internal_count=134357 134316 134234 134080 134045 134020 134000 154 82 44 cat_boundaries=0 5 cat_threshold=0 0 4 0 8192 is_linear=0 shrinkage=0.01 Tree=314 num_leaves=19 num_cat=1 split_feature=3 1 8 0 5 24 9 0 1 6 5 20 8 26 26 1 8 26 split_gain=136922 90606.4 47960.5 42746.1 227734 142776 450626 94477.4 53796 42108.2 39178.2 39077.5 25411.6 15525.8 4189.5 3532.55 886.011 47.3309 threshold=1048.2900000000002 789.60480000000007 574.83500000000015 25.333500000000004 442.27000000000004 0 8.1030000000000033 478.01250000000005 543.20000000000016 109.24925000000002 783.48000000000013 508.14500000000015 808.31735000000015 2022.5000000000002 2022.5000000000002 1066.3056000000001 1066.3056000000001 2022.5000000000002 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 8 5 6 -5 -7 10 12 11 -1 -4 -10 -12 17 -14 -3 right_child=-2 15 9 4 -6 7 -8 -9 13 -11 14 -13 16 -15 -16 -17 -18 -19 leaf_value=-0.0022936308121239515 0.57646288197215012 -0.26335820714632674 0.076331304296469074 0.078238262435764941 0.96227985198681165 0.010505257936275212 0.9859602876504262 -0.22999381868462812 0.47291003840310231 -0.61281783603486562 -0.39029920601844786 0.40993496936300522 -0.30632425189614298 0.14277870605731832 -0.20580084033310414 -0.40444958737022002 -0.22213345952033997 -0.28418767714500426 leaf_weight=129469 41 24 39 618 26 3648 60 171 28 21 20 23 25 29 32 38 25 20 leaf_count=129469 41 24 39 618 26 3648 60 171 28 21 20 23 25 29 32 38 25 20 internal_value=0 -0.00151501 -0.00131201 -0.00114083 0.0290786 0.0236831 0.156263 -0.00026267 -0.00219547 -0.210034 -0.00233062 -0.00222041 -0.114995 0.304948 -0.276762 -0.333822 -0.264229 -0.272826 internal_weight=0 134316 134234 134124 4523 4497 678 3819 129601 110 129544 129492 89 57 52 82 50 44 internal_count=134357 134316 134234 134124 4523 4497 678 3819 129601 110 129544 129492 89 57 52 82 50 44 cat_boundaries=0 1 cat_threshold=18 is_linear=0 shrinkage=0.01 Tree=315 num_leaves=18 num_cat=3 split_feature=0 4 5 5 2 9 18 7 0 25 24 7 9 11 4 7 24 split_gain=141637 626354 212981 466271 144025 105339 91754.9 75072.9 71553.8 68281.2 317264 66000.2 55177.2 53159.8 45396.3 12484.8 10253.7 threshold=213.3887 242.64500000000001 223.76500000000001 120.63500000000002 1048.2900000000002 58.121600000000008 4.8367500000000012 650.90000000000009 243.58000000000001 0 1 783.48000000000013 797.90800000000002 756.4475000000001 779.31175000000019 1042.2668000000001 2 decision_type=2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 1 left_child=4 2 3 5 7 6 8 9 -2 10 -1 -9 13 14 -11 -13 -12 right_child=1 -3 -4 -5 -6 -7 -8 11 -10 12 16 15 -14 -15 -16 -17 -18 leaf_value=0.56701575917782987 0.2898844701910423 1.5062860614061355 -0.79484511008417158 1.57778343859173 0.64114555358886716 -0.57231573753356935 0.7560024554729462 0.72708010453444261 0.016628245977794422 -0.00080401746367045627 -0.013117676388133657 0.26325622422354561 -0.36333922431582494 0.39453748366411995 -0.27825125644015053 -0.077625737190246583 -0.16025326789509164 leaf_weight=105 118 32 27 21 35 25 20 26 510 132927 100 21 42 34 59 22 100 leaf_count=105 118 32 27 21 35 25 20 26 510 132927 100 21 42 34 59 22 100 internal_value=0 0.137281 0.0765209 0.110421 -0.00025352 0.0646344 0.0892081 -0.000421758 0.0679726 -0.000592369 0.146464 0.329343 -0.000940381 -0.000826028 -0.000927109 0.0888515 -0.0908134 internal_weight=0 753 721 694 133471 673 648 133436 628 133367 305 69 133062 133020 132986 43 200 internal_count=134224 753 721 694 133471 673 648 133436 628 133367 305 69 133062 133020 132986 43 200 cat_boundaries=0 5 6 7 cat_threshold=0 262146 0 16842752 139264 1412 2097 is_linear=0 shrinkage=0.01 Tree=316 num_leaves=23 num_cat=2 split_feature=0 8 3 18 25 2 0 0 1 7 25 7 9 11 3 26 0 1 0 7 0 1 split_gain=138818 233884 605371 260449 179415 141159 137286 111924 106804 76807.4 75774.7 62079.7 54134.7 52052.9 44094 27745.5 27703.1 20788.6 11645.4 11099.8 10450.8 179.308 threshold=213.3887 108.20000000000002 293.03820000000002 27.583650000000006 0 1048.2900000000002 243.58000000000001 782.62500000000011 789.60480000000007 650.90000000000009 1 783.48000000000013 797.90800000000002 756.4475000000001 186.50375000000003 2022.5000000000002 332.39451000000003 5.2345500000000014 430.17000000000002 1042.2668000000001 311.36400000000009 1066.3056000000001 decision_type=2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 6 8 -2 -8 9 10 15 -11 13 -12 20 -1 17 -6 -18 -13 -3 -10 right_child=1 14 -4 -5 16 -7 7 -9 21 11 12 19 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 leaf_value=0.070249954824206193 0.87248070703970415 -0.1057893180847168 1.6565234050044308 1.1988906095244669 0.08583336106160791 0.63473411233084542 0.12108707192209033 0.8115320085596156 -0.37397965662407151 0.71980932639195372 -0.00073373578079754577 0.26062366803487141 -0.35970582825796948 0.39059211422415341 -0.82508402523540314 0.26322181519041671 -0.21925017607839484 -0.24153418931094084 -0.064700290490599249 -0.064511276199704121 -0.42519423311948779 -0.40604167474282754 leaf_weight=158 37 21 27 22 164 35 180 27 33 26 132923 21 42 34 21 141 76 22 136 21 20 37 leaf_count=158 37 21 27 22 164 35 180 27 33 26 132923 21 42 34 21 141 76 22 136 21 20 37 internal_value=0 0.135908 0.188699 0.129014 0.0923512 -0.00025069 0.299169 0.211145 -0.000417246 -0.000212278 -0.000383682 0.335785 -0.000747001 -0.000633665 -0.452455 0.156032 -0.0409297 0.0471125 -0.120105 0.0980562 -0.261597 -0.390927 internal_weight=0 753 691 664 642 133471 244 207 133436 133366 133298 68 132999 132957 62 299 398 186 212 42 41 70 internal_count=134224 753 691 664 642 133471 244 207 133436 133366 133298 68 132999 132957 62 299 398 186 212 42 41 70 cat_boundaries=0 6 11 cat_threshold=33280 4096 1024 0 1 536870912 0 262146 0 16842752 139264 is_linear=0 shrinkage=0.01 Tree=317 num_leaves=25 num_cat=4 split_feature=0 8 9 18 24 25 2 1 7 25 24 26 26 1 7 9 0 11 0 7 26 0 7 1 split_gain=136055 229230 460558 271227 149741 283895 138350 104679 75278.9 74266.8 314974 273042 62884.4 61478.8 60844.3 53057.4 51918.9 51017 51004.2 43045.4 32312.8 13258.3 10879 175.74 threshold=213.3887 108.20000000000002 81.106025000000017 14.323330500000003 0 1 1048.2900000000002 789.60480000000007 650.90000000000009 2 3 2022.5000000000002 2022.5000000000002 2.2125000000000004 783.48000000000013 797.90800000000002 233.17050000000003 756.4475000000001 292.11750000000001 43.669000000000011 2022.5000000000002 430.17000000000002 1042.2668000000001 1066.3056000000001 decision_type=2 2 2 2 1 9 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 4 5 12 7 8 9 10 11 -1 -2 18 -10 17 -7 -11 -6 -3 -12 -15 -16 -9 right_child=1 19 -4 -5 13 16 -8 23 14 15 20 -13 -14 21 22 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.14267472364284375 0.50102737522125251 -0.19280549779534339 1.5478202875455223 1.2847805259227751 0.21851286537853287 0.44160250514745714 0.62838675471714567 -0.3702398580493349 0.71261120722844051 -0.00072639850750496726 0.031577533116707433 1.1736262173555334 0.99246661227682365 -0.23476260060355778 0.25801743870689753 -0.3561087544759115 -0.018162818896770478 0.38668616547304041 -0.08668890143992633 -0.72006423819065091 -0.22570165457932845 -0.54249986739385703 -0.063866160597120011 -0.40198126096983217 leaf_weight=54 60 32 24 20 81 28 35 33 26 132923 104 49 46 42 21 42 200 34 169 30 92 21 21 37 leaf_count=54 60 32 24 20 81 28 35 33 26 132923 104 49 46 42 21 42 200 34 169 30 92 21 21 37 internal_value=0 0.134549 0.186812 0.137841 0.102386 0.245487 -0.000248183 -0.000413073 -0.000210156 -0.000379846 0.154471 0.577098 0.652716 -0.0563573 0.332427 -0.000739531 0.0366904 -0.000627329 0.0121965 -0.447931 -0.0848567 -0.337342 0.0970756 -0.387017 internal_weight=0 753 691 667 647 334 133471 133436 133366 133298 299 103 106 313 68 132999 228 132957 250 62 196 63 42 70 internal_count=134224 753 691 667 647 334 133471 133436 133366 133298 299 103 106 313 68 132999 228 132957 250 62 196 63 42 70 cat_boundaries=0 1 6 11 12 cat_threshold=1868 32768 131072 1024 0 1 0 262146 0 16842752 139264 1412 is_linear=0 shrinkage=0.01 Tree=318 num_leaves=26 num_cat=0 split_feature=0 4 5 5 9 1 1 3 18 0 14 7 7 4 9 8 11 1 26 0 26 14 14 1 7 split_gain=133348 609296 207578 456117 105345 102683 102192 211800 85349.2 67814.6 52322.3 66190.3 87879.4 36294.4 88715.2 82168 26118.8 14351.8 34007.4 3264.04 6014.18 979.026 341.816 172.242 0.00042088 threshold=213.3887 242.64500000000001 223.76500000000001 120.63500000000002 58.121600000000008 789.60480000000007 398.24814000000003 46.501600000000003 4.8367500000000012 243.58000000000001 449.47000000000008 650.90000000000009 783.48000000000013 72.686250000000015 797.90800000000002 319.20468000000005 15.582750000000003 481.77300000000008 2022.5000000000002 27.356500000000004 2022.5000000000002 751.80750000000012 549.10000000000002 1066.3056000000001 1042.2668000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 8 6 10 17 9 -2 11 13 -13 14 -1 -15 21 18 -8 20 -19 22 -12 -7 -14 right_child=1 -3 -4 -5 -6 23 7 -9 -10 -11 16 12 24 15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.00081603959493961153 0.2815879834809546 1.483438431620598 -0.78696582697055961 1.5580405166035607 -0.57550815162658697 -0.3665374595468695 0.50425718554744015 1.2060501055717467 0.72913070559501647 0.015567352954079124 -0.15289105121905988 0.7996954480806987 0.034311045169830322 0.038021015685331304 -0.50434314891270227 0.66750483558291485 -0.55685415589809417 0.15978350741522651 0.028888789064743937 -0.061661296703598718 -0.0094469810667492087 -0.10156926190411604 -0.2071346564519973 -0.39796144330823746 0.034246169924736024 leaf_weight=131348 118 32 27 21 25 33 27 20 20 510 26 24 20 1652 35 21 20 42 34 22 42 27 21 37 20 leaf_count=131348 118 32 27 21 25 33 27 20 20 510 26 24 20 1652 35 21 20 42 34 22 42 27 21 37 20 internal_value=0 0.133204 0.0732766 0.106744 0.0614586 -0.000245702 -4.47802e-05 0.23356 0.0860329 0.0655521 -0.000372705 -0.000206168 0.32131 -0.000360817 -0.000950178 0.0459225 -0.236218 0.117094 0.239298 0.0467697 0.0751683 -0.149559 -0.177128 -0.383147 0.0342786 internal_weight=0 753 721 694 673 133471 133401 187 648 628 133214 133120 64 133056 131383 1673 94 167 61 106 84 74 47 70 40 internal_count=134224 753 721 694 673 133471 133401 187 648 628 133214 133120 64 133056 131383 1673 94 167 61 106 84 74 47 70 40 is_linear=0 shrinkage=0.01 Tree=319 num_leaves=20 num_cat=3 split_feature=0 4 8 3 2 9 1 25 0 7 25 7 9 2 0 25 7 1 1 split_gain=130694 597171 179730 282148 135263 129269 100553 87348.3 241098 72429.7 72819.7 58336.6 50837.6 50364.7 31499.7 10729.9 10606.3 10243.4 168.815 threshold=213.3887 242.64500000000001 108.20000000000002 293.03820000000002 1048.2900000000002 22.102000000000004 789.60480000000007 0 243.58000000000001 650.90000000000009 1 783.48000000000013 797.90800000000002 272.73498000000006 362.49400000000003 2 1042.2668000000001 67.122500000000016 1066.3056000000001 decision_type=2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 9 2 2 2 left_child=4 2 3 5 6 7 9 8 -2 10 15 -11 13 -12 -4 -1 -13 -9 -8 right_child=1 -3 14 -5 -6 -7 18 17 -10 11 12 16 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.2336363263017549 1.0203847222858005 1.4686040353775025 -0.29818820743849783 1.2306839028271761 0.62133882468087342 -0.57340014918097137 -0.36287208210338245 0.027115693129284281 0.131074369013609 0.69834118256202116 -0.00094266425577496041 0.25453618503752212 -0.34858589081537156 0.11684710360490358 -0.80113203200697902 0.091631320503850783 -0.063288490658714655 -0.17493406578346535 -0.39398183487557076 leaf_weight=117 36 32 33 22 35 29 33 355 199 26 132593 21 42 364 20 182 21 27 37 leaf_count=117 36 32 33 22 35 29 33 355 199 26 132593 21 42 364 20 182 21 27 37 internal_value=0 0.131872 0.0725438 0.117016 -0.000243245 0.0790896 -0.000406284 0.109758 0.256399 -0.000207406 -0.000373853 0.326075 -0.000730018 -0.000620188 -0.487978 0.152961 0.0956238 0.0125073 -0.379316 internal_weight=0 753 721 668 133471 646 133436 617 235 133366 133298 68 132999 132957 53 299 42 382 70 internal_count=134224 753 721 668 133471 646 133436 617 235 133366 133298 68 132999 132957 53 299 42 382 70 cat_boundaries=0 6 11 16 cat_threshold=33280 4096 16384 0 1 536870912 0 262146 0 16842752 139264 0 2 0 0 139264 is_linear=0 shrinkage=0.01 Tree=320 num_leaves=19 num_cat=1 split_feature=9 3 4 9 2 7 7 2 25 7 0 4 22 7 3 9 9 9 split_gain=137457 1.01299e+06 102991 73500.5 73366.2 72064.8 65005.9 314093 100735 247557 76609.4 60672.2 59761.3 50228.3 25135.4 12078 10632 62.6512 threshold=370.88500000000005 223.76500000000001 25.530750000000008 797.90800000000002 1048.2900000000002 1042.2668000000001 188.93193000000005 312.70000000000005 0 650.90000000000009 1083.9006000000002 543.53000000000009 343.98744250000004 365.96500000000009 43.669000000000011 571.7600000000001 496.59492500000005 414.36000000000007 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=4 2 3 15 5 6 10 8 9 -8 11 12 -1 -10 -13 16 17 -2 right_child=1 -3 -4 -5 -6 -7 7 -9 13 -11 -12 14 -14 -15 -16 -17 -18 -19 leaf_value=-0.0010275894385127027 0.028668191830317179 2.2862929985739968 0.64735084479505367 -0.48666003172738215 0.46392098104252533 -0.51724035854692818 0.097274595405802383 1.1806032541164986 0.031300445535877873 1.1244937412827103 0.43656199550628666 -0.31522057293805966 0.54564519500732422 -0.2322654876167124 0.063565715388818222 0.18829405546188355 -0.21375073816465295 0.049902575124393812 leaf_weight=133373 24 22 22 35 34 27 179 26 211 27 40 86 20 110 22 36 23 33 leaf_count=133373 24 22 22 35 34 27 179 26 211 27 40 86 20 110 22 36 23 33 internal_value=0 0.26515 0.00812577 -0.0850064 -0.000544561 -0.000662305 -0.000558291 0.107639 0.0547034 0.221174 -0.00100634 -0.00113745 -0.000945625 -0.0572351 -0.23806 0.0361822 -0.0322681 0.0409618 internal_weight=0 195 173 151 134155 134121 134094 553 527 206 133541 133501 133393 321 108 116 80 57 internal_count=134350 195 173 151 134155 134121 134094 553 527 206 133541 133501 133393 321 108 116 80 57 cat_boundaries=0 6 cat_threshold=541098496 1048576 16384 0 0 536870912 is_linear=0 shrinkage=0.01 Tree=321 num_leaves=19 num_cat=1 split_feature=9 3 4 9 2 7 7 2 25 7 0 4 22 7 3 9 9 9 split_gain=134722 992832 100942 72037.9 71906.2 70630.7 63712.2 307843 98730.5 242631 75084.9 59464.8 58572 49228.8 24635.2 11837.7 10420.4 61.4044 threshold=370.88500000000005 223.76500000000001 25.530750000000008 797.90800000000002 1048.2900000000002 1042.2668000000001 188.93193000000005 312.70000000000005 0 650.90000000000009 1083.9006000000002 543.53000000000009 343.98744250000004 365.96500000000009 43.669000000000011 571.7600000000001 496.59492500000005 414.36000000000007 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=4 2 3 15 5 6 10 8 9 -8 11 12 -1 -10 -13 16 17 -2 right_child=1 -3 -4 -5 -6 -7 7 -9 13 -11 -12 14 -14 -15 -16 -17 -18 -19 leaf_value=-0.0010173135464914141 0.028381517529487612 2.2634300804138183 0.64087731935761194 -0.48179343169076105 0.459281802037183 -0.51206795436364638 0.096301851705465916 1.1687972221466212 0.030987438229023001 1.1132488102383085 0.43219639778137209 -0.31206836508457053 0.54018873786926269 -0.22994283300096338 0.062930065664378074 0.18641111440128749 -0.21161323251931563 0.049403546940196642 leaf_weight=133373 24 22 22 35 34 27 179 26 211 27 40 86 20 110 22 36 23 33 leaf_count=133373 24 22 22 35 34 27 179 26 211 27 40 86 20 110 22 36 23 33 internal_value=0 0.262498 0.00804451 -0.0841563 -0.000539116 -0.000655682 -0.000552708 0.106563 0.0541563 0.218962 -0.000996278 -0.00112607 -0.000936169 -0.0566627 -0.23568 0.0358204 -0.0319454 0.0405522 internal_weight=0 195 173 151 134155 134121 134094 553 527 206 133541 133501 133393 321 108 116 80 57 internal_count=134350 195 173 151 134155 134121 134094 553 527 206 133541 133501 133393 321 108 116 80 57 cat_boundaries=0 6 cat_threshold=541098496 1048576 16384 0 0 536870912 is_linear=0 shrinkage=0.01 Tree=322 num_leaves=19 num_cat=0 split_feature=9 3 4 9 2 22 12 0 5 1 17 23 4 9 9 11 12 9 split_gain=132041 973075 98932.8 70604.3 70475.3 57346.9 52662.2 57349.4 47839.3 314692 149617 37728.2 37510 11602.1 10213 8151.31 1534.13 60.1825 threshold=370.88500000000005 223.76500000000001 25.530750000000008 797.90800000000002 1048.2900000000002 343.98744250000004 417.10750000000002 81.717500000000015 26.039500000000004 481.77300000000008 68.192000000000021 219.08740500000002 1048.2900000000002 571.7600000000001 496.59492500000005 27.248500000000003 490.96000000000009 414.36000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 13 5 6 8 15 11 10 -10 12 -1 14 17 16 -8 -2 right_child=1 -3 -4 -5 -6 -7 7 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.0016474182435862962 0.028097702364126842 2.2407957805286753 0.63446855940602043 -0.47697549683707102 0.45468901423846975 0.53478686141967768 -0.097787137581751907 -0.69712040328979497 0.020143461762224299 1.2022112809056822 0.55566865768072737 0.4223230716160366 0.37821824275530302 0.18454700238174862 -0.20949710063312363 0.049229206045468647 -0.19128291589242441 0.048909516948642151 leaf_weight=130523 24 22 22 35 34 20 26 20 3331 23 53 21 26 36 23 24 54 33 leaf_count=130523 24 22 22 35 34 20 26 20 3331 23 53 21 26 36 23 24 54 33 internal_value=0 0.259873 0.00796407 -0.0833147 -0.000533725 -0.000649125 -0.00072898 -0.206715 -0.000538334 0.0364541 0.0285308 -0.00150359 -0.00157176 0.0354622 -0.0316259 -0.112406 -0.160897 0.0401466 internal_weight=0 195 173 151 134155 134121 134101 124 133977 3407 3384 130570 130549 116 80 104 80 57 internal_count=134350 195 173 151 134155 134121 134101 124 133977 3407 3384 130570 130549 116 80 104 80 57 is_linear=0 shrinkage=0.01 Tree=323 num_leaves=21 num_cat=0 split_feature=9 3 4 9 2 8 3 0 4 0 0 2 0 26 2 9 9 8 8 9 split_gain=129413 953710 96964 69199.3 69072.8 49147.5 62906.5 69767.1 293520 96264.3 56324.8 44856.7 39674.9 27214.1 11445.7 11371.2 10009.8 834.762 68.4277 58.9849 threshold=370.88500000000005 223.76500000000001 25.530750000000008 797.90800000000002 1048.2900000000002 574.83500000000015 782.62500000000011 430.17000000000002 64.756750000000025 638.18750000000011 311.36400000000009 272.73498000000006 6.179850000000001 2022.5000000000002 4.8378000000000014 571.7600000000001 496.59492500000005 808.31735000000015 1066.3056000000001 414.36000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 15 5 6 7 10 9 -9 11 -1 17 -8 -12 16 19 -7 -19 -2 right_child=1 -3 -4 -5 -6 12 13 8 -10 -11 14 -13 -14 -15 -16 -17 -18 18 -20 -21 leaf_value=-0.00069836405148937964 0.027816721598307292 2.2183877888592809 0.62812385154041384 -0.47220573779514857 0.4501420746130102 -0.092174640059471125 -0.54165590609822956 0.28527852016745259 1.3304484355449677 -0.13739164589780622 -0.14447617737552787 0.10393306443889211 -0.61536108994483951 -0.13917786121368408 -0.37475234222412113 0.18270152561366559 -0.20740212782569553 -0.13976901370286943 -0.16481404453516008 0.048420417742295704 leaf_weight=133112 24 22 22 35 34 45 28 103 20 113 158 411 20 42 25 36 23 20 24 33 leaf_count=133112 24 22 22 35 34 45 28 103 20 113 158 411 20 42 25 36 23 20 24 33 internal_value=0 0.257275 0.00788442 -0.0824816 -0.000528387 -0.000642633 -0.000469992 -0.000313365 0.171472 0.0641594 -0.000616578 -0.000376296 -0.212899 -0.300169 -0.175935 0.0351076 -0.0313097 -0.122458 -0.15343 0.0397452 internal_weight=0 195 173 151 134155 134121 134012 133942 236 216 133706 133523 109 70 183 116 80 89 44 57 internal_count=134350 195 173 151 134155 134121 134012 133942 236 216 133706 133523 109 70 183 116 80 89 44 57 is_linear=0 shrinkage=0.01 Tree=324 num_leaves=19 num_cat=1 split_feature=9 3 4 9 2 7 7 2 25 7 0 4 22 7 3 9 9 9 split_gain=126838 934732 95034.4 67822.2 67698.3 69111.7 62132.5 300998 96789.7 253073 73454.7 58814.8 56279.6 54489.7 23979.4 11144.9 9810.58 57.8111 threshold=370.88500000000005 223.76500000000001 25.530750000000008 797.90800000000002 1048.2900000000002 1042.2668000000001 188.93193000000005 312.70000000000005 0 650.90000000000009 1083.9006000000002 543.53000000000009 343.98744250000004 365.96500000000009 43.669000000000011 571.7600000000001 496.59492500000005 414.36000000000007 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=4 2 3 15 5 6 10 8 9 -8 11 12 -1 -10 -13 16 17 -2 right_child=1 -3 -4 -5 -6 -7 7 -9 13 -11 -12 14 -14 -15 -16 -17 -18 -19 leaf_value=-0.00099143913810306045 0.027538547913233437 2.1962038772756403 0.62184261887588288 -0.46748367745535718 0.44564069369260007 -0.50651946703592932 0.093909467829598317 1.155603550747037 0.03733209180133195 1.1493503775963416 0.42749200105667118 -0.30973392753407014 0.52951784992218021 -0.23602332770824433 0.060239545865492385 0.18087451717091932 -0.20532810646554697 0.047936212005037247 leaf_weight=133373 24 22 22 35 34 27 180 26 209 26 40 86 20 112 22 36 23 33 leaf_count=133373 24 22 22 35 34 27 180 26 209 26 40 86 20 112 22 36 23 33 internal_value=0 0.254702 0.00780558 -0.0816568 -0.000523104 -0.000636207 -0.000534347 0.105245 0.0534243 0.216606 -0.000972383 -0.00110076 -0.000911898 -0.0562907 -0.234369 0.0347565 -0.0309966 0.0393477 internal_weight=0 195 173 151 134155 134121 134094 553 527 206 133541 133501 133393 321 108 116 80 57 internal_count=134350 195 173 151 134155 134121 134094 553 527 206 133541 133501 133393 321 108 116 80 57 cat_boundaries=0 6 cat_threshold=4227584 1048576 16384 0 16384 536870912 is_linear=0 shrinkage=0.01 Tree=325 num_leaves=18 num_cat=3 split_feature=25 4 25 6 9 5 11 11 2 10 9 26 12 12 25 26 2 split_gain=75532.9 99118.3 59064.1 101865 88356.4 356467 72274.2 61874.3 57448 52330.2 33922.4 24357.4 19554.2 29637 18244.8 14789.4 6062.78 threshold=0 779.31175000000019 1 783.48000000000013 370.88500000000005 57.352500000000006 756.4475000000001 21.474750000000004 482.16800000000006 292.71150000000006 571.7600000000001 2022.5000000000002 119.57250000000001 417.10750000000002 2 2022.5000000000002 648.37500000000011 decision_type=9 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=15 2 3 4 6 7 9 -6 10 -2 12 -3 14 -14 -4 -1 -10 right_child=1 11 8 -5 5 -7 -8 -9 16 -11 -12 -13 13 -15 -16 -17 -18 leaf_value=-0.20798749808776074 0.013214978457006664 0.12182847718397775 -0.016466762630465641 0.5392662141129777 0.1617974714354001 1.5016585607528685 0.58542534221302389 -0.45131197023391723 -0.1880865835106891 -0.18143903852366716 -0.36395129882372346 0.51631140793694397 0.12234426087408792 -0.12800581956731863 -0.0017149573863809407 -0.074893318431018152 -0.39593495713339916 leaf_weight=195 21577 24 9123 37 93 20 22 20 23 139 26 45 256 58 102333 146 36 leaf_count=195 21577 24 9123 37 93 20 22 20 23 139 26 45 256 58 102333 146 36 internal_value=0 0.000186133 -9.31161e-06 0.0150016 0.0141216 0.271083 0.0125494 0.0532825 -0.00295044 0.011969 -0.00278607 0.3791 -0.00270206 0.0761013 -0.00292407 -0.146701 -0.314909 internal_weight=0 133832 133763 21908 21871 133 21738 113 111855 21716 111796 69 111770 314 111456 341 59 internal_count=134173 133832 133763 21908 21871 133 21738 113 111855 21716 111796 69 111770 314 111456 341 59 cat_boundaries=0 6 12 18 cat_threshold=1048576 2 4 0 8704 2097152 2151972864 393216 160976 2568028320 184387 73729 1208090627 1078476800 2416181504 537444617 1242562580 20972588 is_linear=0 shrinkage=0.01 Tree=326 num_leaves=13 num_cat=2 split_feature=3 4 2 0 25 11 5 5 9 25 3 4 split_gain=88967.3 72116.6 95902.5 55216.5 54127.3 68111.5 77556 59892.3 41731.2 34223.2 29513.5 88563.9 threshold=1048.2900000000002 779.31175000000019 1048.2900000000002 1083.9006000000002 0 456.57400000000007 33.260025000000006 783.48000000000013 678.37500000000011 1 60.535000000000011 1048.2900000000002 decision_type=2 2 2 2 9 2 2 2 2 9 2 2 left_child=1 2 3 4 5 7 -7 -1 9 -6 11 -3 right_child=-2 10 -4 -5 8 6 -8 -9 -10 -11 -12 -13 leaf_value=0.014147308797847676 0.51127442163579606 -0.22618746950076177 -0.47268070930658385 -0.38148222672311882 -0.083809321445914409 0.12894847184419633 0.84236374521255497 -0.41881274446845057 -0.42886981673862623 -0.0024948101957544331 0.64121651387214651 0.5915198066389119 leaf_weight=20588 34 26 43 38 510 64 20 32 23 112748 20 27 leaf_count=20588 34 26 43 38 510 64 20 32 23 112748 20 27 internal_value=0 -0.000325774 -0.000496871 -0.000345375 -0.00023728 0.014626 0.298809 0.0134754 -0.00295482 -0.00286859 0.313897 0.19038 internal_weight=0 134139 134066 134023 133985 20704 84 20620 113281 113258 73 53 internal_count=134173 134139 134066 134023 133985 20704 84 20620 113281 113258 73 53 cat_boundaries=0 6 12 cat_threshold=2151972864 393217 160976 2568028320 168003 73729 1048576 2 262148 536903680 134226432 18874400 is_linear=0 shrinkage=0.01 Tree=327 num_leaves=14 num_cat=2 split_feature=3 4 7 7 25 5 10 1 9 25 3 4 7 split_gain=87196.8 70681.5 59944.6 93553.5 48410.6 72064.2 99020.3 66653 62696.4 41106.4 28926.2 86801.5 1022.54 threshold=1048.2900000000002 779.31175000000019 783.48000000000013 650.90000000000009 0 366.02500000000003 53.072500000000012 789.60480000000007 678.37500000000011 1 60.535000000000011 1048.2900000000002 1042.2668000000001 decision_type=2 2 2 2 9 2 2 2 2 9 2 2 2 left_child=1 2 3 4 5 7 -7 -1 9 -6 11 -3 -4 right_child=-2 10 12 -5 8 6 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.011191605984969681 0.50616167208727669 -0.22392559904318587 -0.27657445169264272 0.55801779174804689 -0.13236511442126062 0.34465714522493562 -0.39832983107793901 0.49941509996141703 -0.48491187908031325 -0.0026909476305649123 0.63480434191226964 0.58560464443983851 -0.3591851255811494 leaf_weight=21119 34 26 31 30 235 123 21 28 27 112423 20 27 29 leaf_count=21119 34 26 31 30 235 123 21 28 27 112423 20 27 29 internal_value=0 -0.000322581 -0.000491966 -0.000350475 -0.000475506 0.0133499 0.236305 0.011838 -0.00308863 -0.00297343 0.310758 0.188477 -0.316503 internal_weight=0 134139 134066 134006 133976 21291 144 21147 112685 112658 73 53 60 internal_count=134173 134139 134066 134006 133976 21291 144 21147 112685 112658 73 53 60 cat_boundaries=0 6 12 cat_threshold=2147778560 393216 160976 2572222624 184387 73729 1048576 2 0 0 8704 2097152 is_linear=0 shrinkage=0.01 Tree=328 num_leaves=16 num_cat=3 split_feature=7 7 4 6 6 25 24 26 25 9 2 26 26 7 4 split_gain=84874.2 91582.9 78024.4 80714.6 91600.5 53750.7 69425.9 98047 50343.2 133177 81105.8 23756.4 7015.46 2356.77 3.08523 threshold=783.48000000000013 650.90000000000009 779.31175000000019 783.48000000000013 1043.5418000000002 0 1 2022.5000000000002 2 370.88500000000005 482.16800000000006 2022.5000000000002 2022.5000000000002 1042.2668000000001 1048.2900000000002 decision_type=2 2 2 2 2 9 1 2 9 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 7 -1 9 -7 -10 -4 -8 -2 -13 right_child=13 -3 11 4 -6 8 12 -9 10 -11 -12 14 -14 -15 -16 leaf_value=-0.14288006502389908 -0.30358696699142457 0.55243760776519779 0.079901948642730716 0.73283824652433394 -0.0298785499315108 0.011660247439874238 -0.25127433271119087 0.51956943327380767 -0.0027511513839761697 0.33898429399132729 -0.34821626810466538 0.46441638946533204 -0.39941192796153407 -0.42495352178812029 0.45923441118664216 leaf_weight=80 32 30 25 32 31 22205 66 31 111307 125 68 20 62 32 27 leaf_count=80 32 30 25 32 31 22205 66 31 111307 125 68 20 62 32 27 internal_value=0 -1.86472e-05 -0.000142259 -0.000319081 0.357533 -0.000487395 -0.147275 0.0386467 -0.00021398 0.0134865 -0.00296181 0.328961 -0.299621 -0.36427 0.46144 internal_weight=0 134109 134079 134007 63 133944 239 111 133705 22330 111375 72 128 64 47 internal_count=134173 134109 134079 134007 63 133944 239 111 133705 22330 111375 72 128 64 47 cat_boundaries=0 6 7 13 cat_threshold=1048576 2 0 0 8704 2097152 135 2151972864 394240 156880 2572157088 184387 73729 is_linear=0 shrinkage=0.01 Tree=329 num_leaves=13 num_cat=2 split_feature=3 4 2 0 25 11 5 14 9 25 3 4 split_gain=85579.3 67840.7 93324.4 54062.5 52232.6 73585.1 71478.8 67486.5 40029.2 32452.5 28337.3 85008.6 threshold=1048.2900000000002 779.31175000000019 1048.2900000000002 1083.9006000000002 0 456.57400000000007 33.260025000000006 449.47000000000008 678.37500000000011 1 60.535000000000011 1048.2900000000002 decision_type=2 2 2 2 9 2 2 2 2 9 2 2 left_child=1 2 3 4 5 7 -7 -1 9 -6 11 -3 right_child=-2 10 -4 -5 8 6 -8 -9 -10 -11 -12 -13 leaf_value=0.013748581928811208 0.50144679378060741 -0.22470371319697452 -0.46627733984658881 -0.37746740541960067 -0.081705158286369761 0.14472189778187236 0.83361420202255243 -0.33384957522153857 -0.42011160207831338 -0.0025203771976099031 0.62517865395545957 0.57642219848102993 leaf_weight=21571 34 26 43 38 510 61 20 56 23 111744 20 27 leaf_count=21571 34 26 43 38 510 61 20 56 23 111744 20 27 internal_value=0 -0.000317619 -0.000483566 -0.000334121 -0.00022716 0.0139688 0.314819 0.0128485 -0.00297284 -0.00288764 0.304448 0.183417 internal_weight=0 134139 134066 134023 133985 21708 81 21627 112277 112254 73 53 internal_count=134173 134139 134066 134023 133985 21708 81 21627 112277 112254 73 53 cat_boundaries=0 6 12 cat_threshold=2151972864 393217 160976 2299592864 184387 73729 1048576 2 262148 536903680 134226432 18874400 is_linear=0 shrinkage=0.01 Tree=330 num_leaves=22 num_cat=4 split_feature=2 25 0 8 18 25 11 17 1 3 14 11 19 3 25 5 1 26 25 8 26 split_gain=89999.3 77595.1 133569 106551 120465 53356.3 77567 52215.8 30395.9 92149.5 80170 99534.1 63429.1 41594.2 16329.3 15127.1 7622.33 5449.04 3952.21 2844.61 2154.05 threshold=1048.2900000000002 0 1083.9006000000002 574.83500000000015 342.98550000000006 1 650.90000000000009 524.22500000000014 18.725000000000005 336.88000000000005 155.26390000000001 43.340000000000011 98.927600000000012 650.90000000000009 2 366.02500000000003 194.58675000000002 2022.5000000000002 3 808.31735000000015 2022.5000000000002 decision_type=2 9 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 left_child=1 2 3 4 5 17 -7 8 13 10 12 -12 -10 14 18 -16 -11 -1 -3 -5 -15 right_child=-2 7 -4 19 -6 6 -8 -9 9 16 11 -13 -14 20 15 -17 -18 -19 -20 -21 -22 leaf_value=0.15915094089508056 0.49408364115534603 -0.074136053488172329 0.82882999056861506 -0.38004786794835876 0.78942832220168346 0.024667119820621738 0.57187082417882407 0.43077837875911168 0.021808410778807005 -0.31451898268290929 0.97318488103151324 -0.02448315405845642 0.52693439025878908 0.19307458734512331 -0.0010628870847660559 -0.10188812483777136 -0.58729810523986814 0.27515300657691028 -0.014975575883463765 -0.5408586322177541 0.32386323143454154 leaf_weight=80 37 106 21 22 21 7068 26 28 4417 21 20 20 25 20 113728 149 20 82 8050 22 34 leaf_count=80 37 106 21 22 21 7068 26 28 4417 21 20 20 25 20 113728 149 20 82 8050 22 34 internal_value=0 0.000820485 0.032404 0.0301637 0.0331302 0.0309414 0.0266351 -0.00101309 -0.00110866 0.0243476 0.0286647 0.474351 0.0246513 -0.00205175 -0.00217453 -0.0011947 -0.447582 0.205201 -0.0158343 -0.460453 0.275423 internal_weight=0 133980 7342 7321 7277 7256 7094 126638 126610 4523 4482 40 4442 122087 122033 113877 41 162 8156 44 54 internal_count=134017 133980 7342 7321 7277 7256 7094 126638 126610 4523 4482 40 4442 122087 122033 113877 41 162 8156 44 54 cat_boundaries=0 6 11 17 22 cat_threshold=2148564992 67502083 274452 286261248 143424 73761 0 0 4 0 8192 1208354882 1095286784 2164260864 2113545 1476430354 1065996 0 0 0 0 134220288 is_linear=0 shrinkage=0.01 Tree=331 num_leaves=23 num_cat=5 split_feature=2 25 0 8 18 25 11 17 12 3 8 3 7 24 1 24 25 1 0 3 26 8 split_gain=88208.4 76051.3 130911 104430 118068 52294.5 76023.4 51176.8 32313.5 270555 137203 45883.1 102131 66765.3 52396.5 103239 40138.5 39478.8 37901.9 24577.9 5340.61 2788 threshold=1048.2900000000002 0 1083.9006000000002 574.83500000000015 342.98550000000006 1 650.90000000000009 524.22500000000014 31.174500000000002 150.51452500000002 8.0780000000000012 316.16700000000009 110.26392000000003 2 260.88220000000007 3 4 38.037500000000009 150.01600000000005 72.992500000000021 2022.5000000000002 808.31735000000015 decision_type=2 9 2 2 2 9 2 2 2 2 2 2 2 1 2 1 9 2 2 2 2 2 left_child=1 2 3 4 5 20 -7 8 11 16 -11 14 13 -13 19 -16 17 -10 -18 -3 -1 -5 right_child=-2 7 -4 21 -6 6 -8 -9 9 10 -12 12 -14 -15 15 -17 18 -19 -20 -21 -22 -23 leaf_value=0.15755945158004761 0.48914286484589448 -0.0021691381840870279 0.82054168383280446 -0.37624737826260657 0.78153404054187592 0.024420448617095757 0.56615209705554526 0.42647061824798582 0.093347907294879864 1.2542533122168646 0.17651982792786189 -0.23277732294453077 -0.80724530174618681 0.11030310690402985 0.32532247891028726 -0.031244026033123533 0.0045273142024136286 0.54199807303292413 -0.32030567439826763 0.044743086048587823 0.27240148172145939 -0.53545004031874921 leaf_weight=80 37 123294 21 22 21 7068 26 28 297 27 21 111 21 100 134 189 1231 21 37 1127 82 22 leaf_count=80 37 123294 21 22 21 7068 26 28 297 27 21 111 21 100 134 189 1231 21 37 1127 82 22 internal_value=0 0.000812214 0.0320799 0.0298621 0.0327989 0.0306319 0.0263688 -0.00100303 -0.00109764 0.0430844 0.782745 -0.0016753 -0.142176 -0.0759844 -0.00141399 0.125786 0.0206987 0.119226 -0.00491251 -0.00174421 0.203149 -0.455849 internal_weight=0 133980 7342 7321 7277 7256 7094 126638 126610 1634 48 124976 232 211 124744 323 1586 318 1268 124421 162 44 internal_count=134017 133980 7342 7321 7277 7256 7094 126638 126610 1634 48 124976 232 211 124744 323 1586 318 1268 124421 162 44 cat_boundaries=0 6 11 12 13 19 cat_threshold=2148564992 67502083 274452 286261248 143424 73761 0 0 4 0 8192 1648 812 66560 1048576 536873216 32 16793600 536870928 is_linear=0 shrinkage=0.01 Tree=332 num_leaves=13 num_cat=0 split_feature=2 10 8 4 18 22 4 0 9 10 10 8 split_gain=86453 73025.9 67904.6 118404 61394.1 58099.7 45619.2 354246 52323.8 33127.4 9031.76 4185.39 threshold=1048.2900000000002 638.18750000000011 574.83500000000015 8.1130000000000013 678.28640000000007 287.50000000000006 364.99000000000007 155.86500000000004 264.73700000000002 747.99000000000012 950.63250000000005 808.31735000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 11 5 6 8 -8 -1 -3 -11 -4 right_child=-2 9 3 -5 -6 -7 7 -9 -10 10 -12 -13 leaf_value=0.00070028479862049755 0.48425137236311627 0.63109115123748782 -0.023255205661692521 -0.92436525481087828 0.52905508344823671 0.51460039702328775 0.028517804714766417 1.410997402191162 -0.12915993855601338 0.026901403924693233 0.29656691833778664 -0.16338671853144962 leaf_weight=133172 37 23 47 21 22 22 253 20 311 23 27 39 leaf_count=133172 37 23 47 21 22 22 253 20 311 23 27 39 internal_value=0 0.00080422 0.000631843 -0.251185 0.000833221 0.000746354 0.000661836 0.129798 0.000397725 0.317002 0.172521 -0.0868032 internal_weight=0 133980 133907 107 133800 133778 133756 273 133483 73 50 86 internal_count=134017 133980 133907 107 133800 133778 133756 273 133483 73 50 86 is_linear=0 shrinkage=0.01 Tree=333 num_leaves=13 num_cat=0 split_feature=2 10 8 4 18 22 4 0 9 10 10 8 split_gain=84732.6 71572.7 66553.3 116048 60172.4 56943.5 44711.4 347197 51282.6 32468.1 8852.03 4102.1 threshold=1048.2900000000002 638.18750000000011 574.83500000000015 8.1130000000000013 678.28640000000007 287.50000000000006 364.99000000000007 155.86500000000004 264.73700000000002 747.99000000000012 950.63250000000005 808.31735000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 11 5 6 8 -8 -1 -3 -11 -4 right_child=-2 9 3 -5 -6 -7 7 -9 -10 10 -12 -13 leaf_value=0.00069328187029575356 0.47940890544169656 0.62478022938189304 -0.02302265542618772 -0.91512160602070036 0.52376454136588357 0.50945440964265298 0.028232632636317149 1.3968874187469482 -0.1278683431144696 0.026632379967233409 0.2936012487058286 -0.16175284898242889 leaf_weight=133172 37 23 47 21 22 22 253 20 311 23 27 39 leaf_count=133172 37 23 47 21 22 22 253 20 311 23 27 39 internal_value=0 0.000796177 0.000625525 -0.248673 0.000824889 0.00073889 0.000655218 0.1285 0.000393748 0.313832 0.170796 -0.0859352 internal_weight=0 133980 133907 107 133800 133778 133756 273 133483 73 50 86 internal_count=134017 133980 133907 107 133800 133778 133756 273 133483 73 50 86 is_linear=0 shrinkage=0.01 Tree=334 num_leaves=23 num_cat=3 split_feature=2 25 0 8 6 6 15 25 17 1 12 5 25 15 0 6 1 26 5 9 1 8 split_gain=83046.4 74451.1 127435 99889.9 128485 79958.8 65768.3 59407.8 50022.2 47158 31645.6 167524 52137 72165.4 54542 50873.8 35219.2 78675.3 38302.6 15188.6 7657.82 2758.65 threshold=1048.2900000000002 0 1083.9006000000002 574.83500000000015 442.89500000000004 650.90000000000009 11.871000000000002 1 524.22500000000014 54.310000000000009 31.174500000000002 242.64500000000001 2 87.418000000000021 161.35500000000005 319.87968000000006 260.88220000000007 2022.5000000000002 366.02500000000003 28.458000000000002 15.577650000000002 808.31735000000015 decision_type=2 9 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 -1 10 -8 15 12 13 -12 -14 16 18 -18 -3 20 -17 -5 right_child=-2 8 -4 21 5 -7 9 -9 -10 -11 11 -13 14 -15 -16 19 17 -19 -20 -21 -22 -23 leaf_value=0.17117846627439995 0.47461480089136077 -0.0014976141722921714 0.8096473821004232 -0.36631647250869059 0.86680370330810552 0.1567515994480678 -0.092046735202724272 0.027740970961359763 0.42161644595009939 -0.59922069072723394 0.10143100687243603 0.95221836030483242 0.011881283632049513 0.67984208874080498 -0.36346526992321015 -0.1082820899456552 0.25229167024059407 -0.057603115585615053 -0.16139090280830862 -0.4224711139202118 -0.3114619105202811 -0.5246789643439379 leaf_weight=293 37 124298 21 22 29 35 220 6680 28 20 347 20 1204 23 40 159 169 159 150 20 21 22 leaf_count=293 37 124298 21 22 29 35 220 6680 28 20 347 20 1204 23 40 159 169 159 150 20 21 22 internal_value=0 0.000788216 0.0317252 0.0295371 0.0324094 0.478494 0.0284513 0.0340534 -0.00100782 -0.134311 -0.00110137 0.0426216 0.0313503 0.133771 -0.00018624 -0.00167302 -0.00141759 0.102068 -0.00169034 -0.161035 -0.131986 -0.445498 internal_weight=0 133980 7342 7321 7277 64 7213 6973 126638 240 126610 1634 1614 370 1244 124976 124776 328 124448 200 180 44 internal_count=134017 133980 7342 7321 7277 64 7213 6973 126638 240 126610 1634 1614 370 1244 124976 124776 328 124448 200 180 44 cat_boundaries=0 6 11 17 cat_threshold=2148564992 67502083 274452 286261248 143424 73761 0 2 4 16777216 8192 1024 1052928 536873216 32 16793600 536870928 is_linear=0 shrinkage=0.01 Tree=335 num_leaves=15 num_cat=4 split_feature=3 9 2 25 24 11 22 3 2 25 25 26 11 26 split_gain=182446 102485 86160.4 54966.6 84780 53892.1 57610.9 55082.1 48467.6 22565.6 16305.1 29058.9 1431.15 0.00308832 threshold=1048.2900000000002 1037.4750000000001 1048.2900000000002 0 1 549.10000000000002 231.57000000000002 782.62500000000011 22.848730000000007 2 3 2022.5000000000002 944.45425000000012 2022.5000000000002 decision_type=2 2 2 9 1 2 2 2 2 9 9 2 2 2 left_child=1 2 3 4 10 6 7 -5 9 -6 11 -1 -7 -12 right_child=-2 -3 -4 5 8 12 -8 -9 -10 -11 13 -13 -14 -15 leaf_value=0.15310883757355925 0.71162812524371677 0.62740762710571285 0.48866872913307619 -0.0011685638369155077 0.24617721437497903 -0.24843767390531654 0.41680215994517006 0.44241138441222055 -0.29044373719588573 0.098093087777836638 -0.1257278441286635 -0.16038472910722096 -0.34824698394536974 -0.12564147834536396 leaf_weight=77 36 26 36 133394 252 51 33 28 23 252 87 48 20 79 leaf_count=77 36 26 36 133394 252 51 33 28 23 252 87 48 20 79 internal_value=0 -0.000362502 -0.000483964 -0.000615042 0.0806105 -0.00111859 -0.000972144 -0.00107547 0.155528 0.178966 -0.0557245 0.0303031 -0.276553 -0.118545 internal_weight=0 134406 134380 134344 818 133526 133455 133422 527 504 291 125 71 166 internal_count=134442 134406 134380 134344 818 133526 133455 133422 527 504 291 125 71 166 cat_boundaries=0 6 7 10 16 cat_threshold=0 262146 4100 134283264 33685504 2105344 2314 0 2 4100 0 262144 4 134217728 0 2097152 is_linear=0 shrinkage=0.01 Tree=336 num_leaves=16 num_cat=4 split_feature=3 9 2 25 24 11 22 6 1 25 25 2 26 26 11 split_gain=178815 100445 85006.4 58511.2 76248.1 52786.6 56487.8 43579.9 50525.1 36014.3 20839.4 14546.7 13997.7 4146.14 1402.67 threshold=1048.2900000000002 1037.4750000000001 783.48000000000013 0 1 549.10000000000002 231.57000000000002 93.171250000000015 29.184500000000003 2 3 1048.2900000000002 2022.5000000000002 2022.5000000000002 944.45425000000012 decision_type=2 2 2 9 1 2 2 2 2 9 9 2 2 2 2 left_child=1 2 3 4 10 6 9 8 -6 -5 12 -4 -1 -12 -7 right_child=-2 -3 11 5 7 14 -8 -9 -10 -11 13 -13 -14 -15 -16 leaf_value=0.15819988393071874 0.70451180630260046 0.62113359157855697 0.20142972404892379 -0.11872870116967421 0.15739789640286053 -0.24595329597884533 0.41263415090965505 0.6129338703155518 -0.34326212383451921 -0.00092027837029547914 -0.066506150844050385 0.48378202451599966 -0.076390745697951901 -0.15882654538718602 -0.34476450178027152 leaf_weight=67 36 26 37 250 502 51 33 20 21 133107 102 36 41 93 20 leaf_count=67 36 26 37 250 502 51 33 20 21 133107 102 36 41 93 20 internal_value=0 -0.000358621 -0.000478868 -0.000664294 0.0817486 -0.00119274 -0.00104773 0.152014 0.137295 -0.0011501 -0.0450068 0.340672 0.0632828 -0.105144 -0.273787 internal_weight=0 134406 134380 134307 846 133461 133390 543 523 133357 303 73 108 195 71 internal_count=134442 134406 134380 134307 846 133461 133390 543 523 133357 303 73 108 195 71 cat_boundaries=0 6 7 12 18 cat_threshold=0 262146 4100 134283264 33685504 2105376 2314 2147483648 0 0 16777216 8256 0 262144 0 134217728 0 2097184 is_linear=0 shrinkage=0.01 Tree=337 num_leaves=16 num_cat=5 split_feature=3 9 2 25 24 11 22 1 25 25 25 2 26 26 11 split_gain=175257 98446.2 83314.8 57346.9 74730.8 51736.1 55363.7 36474.5 35325.3 33272 20424.7 14257.2 13719.1 4063.63 1374.75 threshold=1048.2900000000002 1037.4750000000001 783.48000000000013 0 1 549.10000000000002 231.57000000000002 29.184500000000003 2 3 4 1048.2900000000002 2022.5000000000002 2022.5000000000002 944.45425000000012 decision_type=2 2 2 9 1 2 2 2 9 9 9 2 2 2 2 left_child=1 2 3 4 10 6 8 9 -5 -6 12 -4 -1 -12 -7 right_child=-2 -3 11 5 7 14 -8 -9 -10 -11 13 -13 -14 -15 -16 leaf_value=0.15661788428007667 0.69746676140361363 0.61492220071645887 0.19941540460328799 -0.11758707976341247 0.04370004950288954 -0.24349376715865792 0.40850780617107041 -0.23643609503041144 -0.00091107636472104485 0.22393074379072958 -0.065841088388480393 0.47894424551063114 -0.075626840824034161 -0.15723828428535053 -0.34131685814261437 leaf_weight=67 36 26 37 250 169 51 33 23 133107 351 102 36 41 93 20 leaf_count=67 36 26 37 250 169 51 33 23 133107 351 102 36 41 93 20 internal_value=0 -0.000355124 -0.000474169 -0.00065774 0.0809311 -0.0011809 -0.00103735 0.150494 -0.00113869 0.170503 -0.0445567 0.337265 0.06265 -0.104092 -0.27105 internal_weight=0 134406 134380 134307 846 133461 133390 543 133357 520 303 73 108 195 71 internal_count=134442 134406 134380 134307 846 133461 133390 543 133357 520 303 73 108 195 71 cat_boundaries=0 6 7 12 18 24 cat_threshold=0 262146 4100 134283264 33685504 2105376 2314 2147483648 0 0 16777216 8256 0 262144 0 134217728 0 2097184 0 262144 0 134217728 0 2097184 is_linear=0 shrinkage=0.01 Tree=338 num_leaves=9 num_cat=0 split_feature=3 9 2 22 13 18 4 2 split_gain=171769 96487.1 81656.8 43517.7 39877.8 41589.9 33820.4 13973.5 threshold=1048.2900000000002 1037.4750000000001 783.48000000000013 231.57000000000002 673.83140000000014 678.28640000000007 1048.2900000000002 1048.2900000000002 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -4 right_child=-2 -3 7 -5 -6 -7 -8 -9 leaf_value=-0.00063506871213428278 0.69049205713801909 0.60877301436204179 0.19742126155543971 0.35191633360726493 -0.27243763535111037 0.3918021498786079 -0.32577211469411849 0.47415477481153273 leaf_weight=134159 36 26 37 35 54 27 32 36 leaf_count=134159 36 26 37 35 54 27 32 36 internal_value=0 -0.000351462 -0.000469316 -0.000651052 -0.000742954 -0.000633643 -0.000712603 0.333893 internal_weight=0 134406 134380 134307 134272 134218 134191 73 internal_count=134442 134406 134380 134307 134272 134218 134191 73 is_linear=0 shrinkage=0.01 Tree=339 num_leaves=11 num_cat=0 split_feature=9 7 2 6 4 7 7 9 6 2 split_gain=94509.6 86687.1 79883.4 89352.6 58677.7 53776.4 73848.2 57570.1 52088.8 13695.4 threshold=1037.4750000000001 1042.2668000000001 783.48000000000013 783.48000000000013 1048.2900000000002 650.90000000000009 783.48000000000013 370.88500000000005 1043.5418000000002 1048.2900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -5 -4 right_child=-2 -3 9 8 -6 6 -8 -9 -10 -11 leaf_value=-0.00075947850929350403 0.60268527691180895 -0.52069730646908285 0.19544706035304715 0.65330696236003538 -0.43552168223165694 0.69739178804250868 -0.063807513809204103 0.18502549500611729 0.041031213328242305 0.46941323982344735 leaf_weight=134005 26 32 37 33 31 26 25 167 24 36 leaf_count=134005 26 32 37 33 31 26 25 167 24 36 internal_value=0 -0.000281416 -0.000157493 -0.000337239 -0.000505302 -0.000404831 0.324255 -0.000528237 0.395507 0.330554 internal_weight=0 134416 134384 134311 134254 134223 51 134172 57 73 internal_count=134442 134416 134384 134311 134254 134223 51 134172 57 73 is_linear=0 shrinkage=0.01 Tree=340 num_leaves=11 num_cat=0 split_feature=3 2 7 7 4 3 22 3 3 7 split_gain=150505 120206 73040.6 108411 63694.3 52179.6 51062.1 42053.3 23063.8 21477.4 threshold=782.62500000000011 60.492500000000007 783.48000000000013 650.90000000000009 1048.2900000000002 650.90000000000009 426.40000000000003 134.02375000000004 1048.2900000000002 1042.2668000000001 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=2 8 3 4 5 6 7 -1 -2 -4 right_child=1 -3 9 -5 -6 -7 -8 -9 -10 -11 leaf_value=-0.00080797577389335169 -0.001101698875427246 1.1131059017181397 -0.52138668464891835 0.61124372876923661 0.43252957719213825 -0.3758311390232395 0.50499992942810057 0.063962877086631148 0.41222964127858486 -0.13708457997212045 leaf_weight=133193 27 20 33 29 34 37 20 1010 27 26 leaf_count=133193 27 20 33 29 34 37 20 1010 27 26 internal_value=0 0.450846 -0.000261626 -0.000107114 -0.000239132 -0.000348726 -0.00024522 -0.000320516 0.205564 -0.352033 internal_weight=0 74 134382 134323 134294 134260 134223 134203 54 59 internal_count=134456 74 134382 134323 134294 134260 134223 134203 54 59 is_linear=0 shrinkage=0.01 Tree=341 num_leaves=11 num_cat=1 split_feature=3 26 7 7 4 25 3 2 7 26 split_gain=147510 247103 71587.1 106253 62426.8 66682.5 51074.1 52756.1 21050 9709.49 threshold=782.62500000000011 2022.5000000000002 783.48000000000013 650.90000000000009 1048.2900000000002 0 650.90000000000009 783.48000000000013 1042.2668000000001 2022.5000000000002 decision_type=2 2 2 2 2 9 2 2 2 2 left_child=2 -2 3 4 5 9 7 -7 -4 -1 right_child=1 -3 8 -5 -6 6 -8 -9 -10 -11 leaf_value=0.13023423971448625 -0.31607627232869467 0.88431931363775373 -0.51617281292424066 0.60513128017557083 0.42820429261992959 -0.00062502204849742573 -0.37207283007132042 0.28433568939795861 -0.13571373474139434 0.29103757081208409 leaf_weight=70 27 47 33 29 34 134007 37 65 26 81 leaf_count=70 27 47 33 29 34 134007 37 65 26 81 internal_value=0 0.446337 -0.00025901 -0.000106043 -0.00023674 -0.000345239 -0.000589344 -0.000486869 -0.348513 0.203046 internal_weight=0 74 134382 134323 134294 134260 134109 134072 59 151 internal_count=134456 74 134382 134323 134294 134260 134109 134072 59 151 cat_boundaries=0 5 cat_threshold=0 0 4 0 8192 is_linear=0 shrinkage=0.01 Tree=342 num_leaves=20 num_cat=1 split_feature=7 9 2 6 6 13 7 9 1 9 1 1 25 12 2 2 26 1 7 split_gain=95955.4 78695.7 291164 684474 381120 116994 110330 83892.5 193792 65540.5 49729 72525.4 52976.4 76257.1 73694.3 46797.9 17994.5 17249.9 10116.1 threshold=783.48000000000013 66.295378500000012 161.35500000000005 11.056500000000002 442.89500000000004 205.70000000000002 650.90000000000009 83.873500000000021 26.014500000000009 797.90800000000002 650.90000000000009 543.20000000000016 0 2.1957000000000004 1048.2900000000002 8.0855000000000015 2022.5000000000002 1066.3056000000001 1042.2668000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 6 4 -4 5 7 10 8 -3 -9 11 12 13 -1 -14 16 -12 -18 -2 right_child=18 2 3 -5 -6 -7 -8 9 -10 -11 15 -13 14 -15 -16 -17 17 -19 -20 leaf_value=0.028242990926400063 -0.51101108233133952 0.08466520846272127 1.675796873735057 -0.23636925674401799 1.4101678476333619 0.63592640447616577 0.62705247470310765 -0.018426647427968863 1.095704159509568 -0.44714245847753575 0.034397882506960915 0.45458762414114817 -0.0023301148647035664 -0.11071401660725222 -0.60939780044555658 -0.65134336233139034 -0.062891762256622311 -0.44613333577695102 -0.25728893824418386 leaf_weight=9026 33 195 36 39 20 30 28 984 21 37 42 35 123400 413 20 20 24 23 30 leaf_count=9026 33 195 36 39 20 30 28 984 21 37 42 35 123400 413 20 20 24 23 30 internal_value=0 0.000169819 0.0757965 0.68147 0.0405008 0.0188802 -0.000604463 0.00391545 0.182961 -0.0339629 -0.000736599 -0.000561479 -0.000681382 0.0221395 -0.00242829 -0.214244 -0.11602 -0.250436 -0.390191 internal_weight=0 134393 1362 75 1287 1267 133031 1237 216 1021 133003 132894 132859 9439 123420 109 89 47 63 internal_count=134456 134393 1362 75 1287 1267 133031 1237 216 1021 133003 132894 132859 9439 123420 109 89 47 63 cat_boundaries=0 6 cat_threshold=2148564992 68288514 1073746052 269582464 33600000 90289 is_linear=0 shrinkage=0.01 Tree=343 num_leaves=11 num_cat=1 split_feature=3 26 7 7 4 25 3 2 7 26 split_gain=144057 241802 68547.3 102048 61156 65282.2 50253.8 52184.1 20354 9537.49 threshold=782.62500000000011 2022.5000000000002 783.48000000000013 650.90000000000009 1048.2900000000002 0 650.90000000000009 783.48000000000013 1042.2668000000001 2022.5000000000002 decision_type=2 2 2 2 2 9 2 2 2 2 left_child=2 -2 3 4 5 9 7 -7 -4 -1 right_child=1 -3 8 -5 -6 6 -8 -9 -10 -11 leaf_value=0.12871648352486748 -0.31310924591841521 0.87434085308237275 -0.50590097774158826 0.59303199570754483 0.42382348604062026 -0.00061892360877152707 -0.3690716034657246 0.28279275952852689 -0.13178371177269863 0.28808921319467051 leaf_weight=70 27 47 33 29 34 134007 37 65 26 81 leaf_count=70 27 47 33 29 34 134007 37 65 26 81 internal_value=0 0.441082 -0.000255853 -0.000106169 -0.000234253 -0.000341642 -0.00058317 -0.000481522 -0.341036 0.200903 internal_weight=0 74 134382 134323 134294 134260 134109 134072 59 151 internal_count=134456 74 134382 134323 134294 134260 134109 134072 59 151 cat_boundaries=0 5 cat_threshold=0 0 4 0 8192 is_linear=0 shrinkage=0.01 Tree=344 num_leaves=11 num_cat=1 split_feature=3 26 7 7 4 25 22 3 7 26 split_gain=141190 236991 67183.3 100017 59939 63983.1 49971.3 49233.7 19949 9347.69 threshold=782.62500000000011 2022.5000000000002 783.48000000000013 650.90000000000009 1048.2900000000002 0 426.40000000000003 650.90000000000009 1042.2668000000001 2022.5000000000002 decision_type=2 2 2 2 2 9 2 2 2 2 left_child=2 -2 3 4 5 9 7 -7 -4 -1 right_child=1 -3 8 -5 -6 6 -8 -9 -10 -11 leaf_value=0.12742932169778007 -0.30997815450032551 0.86559743673243417 -0.50084196813178783 0.58710168082138592 0.41958528189098132 -0.00055126235733282312 0.49924159717559818 -0.3653808879852295 -0.1304658770102721 0.28520831920482492 leaf_weight=70 27 47 33 29 34 134052 20 37 26 81 leaf_count=70 27 47 33 29 34 134052 20 37 26 81 internal_value=0 0.436671 -0.000253294 -0.000105107 -0.000231911 -0.000338226 -0.000577339 -0.000651932 -0.337625 0.198894 internal_weight=0 74 134382 134323 134294 134260 134109 134089 59 151 internal_count=134456 74 134382 134323 134294 134260 134109 134089 59 151 cat_boundaries=0 5 cat_threshold=0 0 4 0 8192 is_linear=0 shrinkage=0.01 Tree=345 num_leaves=14 num_cat=2 split_feature=3 9 12 25 4 3 18 26 8 2 5 8 25 split_gain=292238 58453.3 77749.1 58324.5 82842.5 132168 81398.8 79029 61792.8 49351.4 35897.8 62600.1 34413.5 threshold=1048.2900000000002 1037.4750000000001 650.90000000000009 0 400.30000000000007 81.070525000000018 374.62500000000006 2022.5000000000002 58.370000000000005 648.37500000000011 33.260025000000006 338.4500000000001 1 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 9 left_child=1 2 3 4 6 7 8 -6 -1 10 12 -12 -5 right_child=-2 -3 -4 9 5 -7 -8 -9 -10 -11 11 -13 -14 leaf_value=0.020650068720863019 0.91356706592014858 0.44859301731504247 -0.37631770055944275 -0.021507580236955013 -0.22306024502485225 0.96568305388740872 0.53790350627899175 0.37243721851935752 -0.098162088351496521 -0.37259858793682527 0.032151506823963588 0.59409721403568982 -0.0014772832375280654 leaf_weight=12222 35 29 55 9294 39 23 30 52 454 36 2250 20 109891 leaf_count=12222 35 29 55 9294 39 23 30 52 454 36 2250 20 109891 internal_value=0 -0.000316274 -0.000413162 -0.00025923 0.0200183 0.288404 0.0176261 0.117224 0.0163947 -0.00240041 -0.00229088 0.0371026 -0.00304117 internal_weight=0 134395 134366 134311 12820 114 12706 91 12676 121491 121455 2270 119185 internal_count=134430 134395 134366 134311 12820 114 12706 91 12676 121491 121455 2270 119185 cat_boundaries=0 6 12 cat_threshold=38830080 67502099 4800 1213038592 33697859 73888 1074135043 1078550592 2164539398 294651016 1207961604 2098176 is_linear=0 shrinkage=0.01 Tree=346 num_leaves=22 num_cat=1 split_feature=3 0 4 2 8 11 13 2 4 0 7 1 24 9 1 16 9 19 3 3 8 split_gain=286422 78932.8 236614 171362 158647 162744 133648 131017 123506 60078 50361 44228.8 112855 197245 163713 90716.6 67378.3 63585.2 36520.5 34287.7 26254.3 threshold=1048.2900000000002 44.631000000000007 400.30000000000007 1048.2900000000002 118.623 266.34000000000003 76.070000000000022 482.16800000000006 293.48250000000002 233.17050000000003 33.672945000000006 18.725000000000005 0 34.546799999999998 161.54175000000006 189.01250000000002 1037.4750000000001 98.927600000000012 255.16525000000004 242.64500000000001 26.407500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 3 4 11 5 7 9 8 -3 10 -6 16 13 14 -13 17 18 -14 19 -1 -20 right_child=-2 2 -4 -5 6 -7 -8 -9 -10 -11 -12 12 15 -15 -16 -17 -18 -19 20 -21 -22 leaf_value=-0.0023484492641205157 0.90443139443227227 0.047476232144009416 0.86713765948159349 -0.82932924194335944 -0.19976449327336418 0.95300254538655282 -1.0522265961056665 0.81667694533413115 -0.74106674385070803 -0.52560763947168987 0.41643862360999701 0.014593866816147754 0.012124926315088722 1.2097547563165427 0.76751558979352308 0.63131376266479489 0.5387583707726521 0.55108741240067916 -0.13796897502549996 0.368026780796051 0.22070576711134479 leaf_weight=126308 35 2893 35 25 36 20 21 22 20 30 21 146 4364 20 36 24 23 22 282 25 22 leaf_count=126308 35 2893 35 25 36 20 21 22 20 30 21 146 4364 20 36 24 23 22 282 25 22 internal_value=0 -0.000313129 0.0495781 -0.00149033 0.0402361 0.0539947 -0.336216 0.0478686 0.0420623 -0.163386 0.0272577 -0.00133267 0.0290861 0.254511 0.163523 0.0181422 -0.00244029 0.0148283 -0.00253859 -0.00227516 -0.112012 internal_weight=0 134395 3098 131297 3063 2955 108 2935 2913 87 57 131272 4612 202 182 4410 126660 4386 126637 126333 304 internal_count=134430 134395 3098 131297 3063 2955 108 2935 2913 87 57 131272 4612 202 182 4410 126660 4386 126637 126333 304 cat_boundaries=0 1 cat_threshold=1 is_linear=0 shrinkage=0.01 Tree=347 num_leaves=29 num_cat=8 split_feature=3 0 4 2 25 10 24 9 5 3 25 3 24 11 25 13 3 5 0 17 25 0 25 24 0 3 0 26 split_gain=280723 77362.1 231906 167952 157876 197278 142340 290452 137185 115147 47686.4 92739.6 70348.2 130342 85118.3 52142.6 113948 71348 39680.4 37614.4 31182.1 30763.1 24099.3 14416.1 12552.4 7183.07 3673.25 955.726 threshold=1048.2900000000002 44.631000000000007 400.30000000000007 1048.2900000000002 0 6.3423345000000007 1 56.952000000000005 116.45550000000001 192.58100000000002 2 255.16525000000004 3 161.08000000000004 4 244.33500000000001 1.2015765000000003 7.9955000000000007 539.75000000000011 678.28640000000007 5 133.40270000000001 6 7 213.3887 544.35000000000002 782.62500000000011 2022.5000000000002 decision_type=2 2 2 2 9 2 1 2 2 2 9 2 1 2 9 2 2 2 2 2 9 2 9 1 2 2 2 2 left_child=1 3 4 10 5 6 7 -3 -8 21 11 12 13 -1 -14 19 17 -17 22 20 -12 -7 24 -24 -6 27 -20 -13 right_child=-2 2 -4 -5 18 9 8 -9 -10 -11 15 25 14 -15 -16 16 -18 -19 26 -21 -22 -23 23 -25 -26 -27 -28 -29 leaf_value=-0.031520469049101073 0.89538707172870635 0.2176878948743437 0.85846628856658935 -0.82103594818115244 -0.079619909321657523 -0.0041062856089360642 0.038190204527388388 1.4440783109664919 0.53316449779575148 -0.92026939344406133 -0.021053167240835231 -0.18379891177882318 0.29444509689624493 0.7794011526107788 0.03551963191726653 -0.0034655019577513354 0.85900702135903506 0.63476743006706238 -0.36941065732170558 -0.42638745262509303 -0.0017048085369541822 -0.26395710307431508 0.035216150427247114 -0.05089450468277109 -0.22616372916102412 -0.43146365697567279 -0.21621115437869368 -0.2627482183083244 leaf_weight=2216 35 561 35 25 217 101 1099 20 59 20 8982 23 120 20 6500 141 21 20 34 21 113136 83 364 396 80 26 29 46 leaf_count=2216 35 561 35 25 217 101 1099 20 59 20 8982 23 120 20 6500 141 21 20 34 21 113136 83 364 396 80 26 29 46 internal_value=0 -0.000309997 0.0490823 -0.00147543 0.0398337 0.0940623 0.129058 0.255507 0.0628662 -0.19965 -0.00131935 0.0209483 0.0243055 -0.0241591 0.0406502 -0.00295028 0.166186 0.0758181 -0.0545956 -0.00320255 -0.00312978 -0.121322 -0.0405515 -0.0097303 -0.115214 -0.289809 -0.29889 -0.236432 internal_weight=0 134395 3098 131297 3063 1943 1739 581 1158 204 131272 8951 8856 2236 6620 122321 182 161 1120 122139 122118 184 1057 760 297 95 63 69 internal_count=134430 134395 3098 131297 3063 1943 1739 581 1158 204 131272 8951 8856 2236 6620 122321 182 161 1120 122139 122118 184 1057 760 297 95 63 69 cat_boundaries=0 6 7 13 14 19 25 31 32 cat_threshold=864060928 268440320 675304704 2147614752 16811009 268435456 90 38797312 68550675 4688 1213038592 33693763 90272 385 0 2 0 32768 139264 1074135043 1074356288 2147762182 294651016 1207961604 2098177 4194304 1049728 16 272629764 0 33554448 2838 is_linear=0 shrinkage=0.01 Tree=348 num_leaves=37 num_cat=10 split_feature=0 9 25 8 0 4 24 25 2 0 0 25 25 1 24 9 2 25 13 9 1 0 11 1 2 6 0 25 11 25 0 25 0 26 26 26 split_gain=100083 425761 175412 209661 200739 405552 173532 212033 144666 134130 106251 67899.2 43918.3 93054.5 92147.6 76949.1 70559 61540 44831.4 60570 89330.8 41429.5 40741.2 33886.8 32147.1 30028.2 26775 24721.1 20596.6 16425.4 14460.8 10546.8 2451.89 1360.3 361.428 132.383 threshold=44.631000000000007 342.73702500000007 0 227.73250000000004 430.17000000000002 78.331000000000003 1 2 1048.2900000000002 638.18750000000011 175.33000000000001 3 4 1066.3056000000001 5 571.7600000000001 272.73498000000006 6 244.33500000000001 36.029500000000006 21.731200000000005 430.17000000000002 756.4475000000001 18.725000000000005 440.18000000000006 87.77500000000002 243.58000000000001 7 154.34850000000003 8 311.36400000000009 9 638.18750000000011 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 1 9 2 2 2 9 9 2 1 2 2 9 2 2 2 2 2 2 2 2 2 9 2 9 2 9 2 2 2 2 left_child=8 2 3 4 6 9 7 -2 12 -6 -5 -8 14 18 27 16 17 -16 22 20 -20 25 23 -14 -18 26 31 33 29 -29 -28 -4 34 -1 -23 -34 right_child=1 -3 21 10 5 -7 11 -9 -10 -11 -12 -13 13 -15 15 -17 24 -19 19 -21 -22 32 -24 -25 -26 -27 30 28 -30 -31 -32 -33 35 -35 -36 -37 leaf_value=-0.15567775090535482 0.43362487884141782 1.442266631370241 -0.080309890238568188 0.00014184838533401489 0.61637764796876071 1.6953766250610351 0.11553502361065356 0.073669971760959088 -0.74725436577430149 -0.032934909529156155 -0.96151157661720565 -0.058505175223189688 -0.0042059696430251326 0.64751195300709119 0.19073074595133463 -0.55097462133927777 0.54644976647198196 0.031833828802735921 0.0037254116633167007 0.67211140418052684 0.71635401535034182 -0.31825905323028564 0.43727538426717127 0.024948031038517188 0.055427009582519532 -0.32754489725286312 0.21537357116813091 0.036800168329363413 0.29192218279838567 -0.042102332834479679 0.0051874312013387679 -0.01182667856968901 -0.17776136343295756 -0.22676757126523736 -0.26444400866826373 -0.21033064603805543 leaf_weight=51 260 22 374 20 57 23 338 452 26 72 27 620 118253 22 245 22 40 6170 146 20 20 26 21 4126 20 33 67 304 20 1765 64 573 26 57 24 24 leaf_count=51 260 22 374 20 57 23 338 452 26 72 27 620 118253 22 245 22 40 6170 146 20 20 26 21 4126 20 33 67 304 20 1765 64 573 26 57 24 24 internal_value=0 0.0560664 0.0461649 0.106578 0.124159 0.472078 0.0924923 0.2093 -0.0014019 0.253971 -0.552297 0.0034586 -0.00125421 -0.00279479 0.0204517 0.0393752 0.0414418 0.0382493 -0.00291173 0.152222 0.0895843 -0.047561 -0.00314747 -0.00322304 0.382776 -0.0304059 -0.0213098 -0.0354342 -0.0273168 -0.0305347 0.112687 -0.0398458 -0.242911 -0.176825 -0.292428 -0.193395 internal_weight=0 3102 3080 1869 1822 152 1670 712 131328 129 47 958 131302 122608 8694 6497 6475 6415 122586 186 166 1211 122400 122379 60 1111 1078 2197 2089 2069 131 947 100 108 50 50 internal_count=134430 3102 3080 1869 1822 152 1670 712 131328 129 47 958 131302 122608 8694 6497 6475 6415 122586 186 166 1211 122400 122379 60 1111 1078 2197 2089 2069 131 947 100 108 50 50 cat_boundaries=0 6 7 12 17 23 24 29 34 38 44 cat_threshold=864059904 268440064 675304704 2147614752 16811009 268435456 218 570458112 0 134217984 0 1 813695488 0 541066240 0 33792 38797312 68550675 592 1213038592 33693763 90272 385 0 262146 0 98304 33693696 0 67108866 0 557056 33562624 4194304 0 0 1207959552 4211712 1180032 2064 4194304 16384 33554448 is_linear=0 shrinkage=0.01 Tree=349 num_leaves=21 num_cat=4 split_feature=3 0 12 3 2 25 0 2 25 3 0 24 13 3 5 0 17 25 3 26 split_gain=274758 74341.5 187195 208098 194865 198922 239118 161562 45840.1 90271.9 76017.3 65459.8 46297.8 113318 70109.7 42676.2 37053.4 30532.7 7039.29 894.795 threshold=1048.2900000000002 36.902000000000008 417.10750000000002 544.35000000000002 543.20000000000016 0 430.17000000000002 1048.2900000000002 1 255.16525000000004 25.333500000000004 2 244.33500000000001 1.2015765000000003 12.987 539.75000000000011 678.28640000000007 3 544.35000000000002 2022.5000000000002 decision_type=2 2 2 2 2 9 2 2 9 2 2 1 2 2 2 2 2 9 2 2 left_child=1 7 3 4 5 6 -3 8 9 10 11 -1 16 14 -14 -7 17 -10 19 -11 right_child=-2 2 -4 -5 -6 15 -8 -9 12 18 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.052684268116443826 0.8858250236851829 0.067885527350783501 -0.80068771765782287 0.99903905992922581 1.0051522513159683 -0.049667724750106758 0.48895086258649828 -0.80535304107666028 -0.020825580835667375 -0.18940777665092831 0.47777559344832959 -0.0054210262718439404 -0.0092697063047591961 0.84645500046866273 0.62205335569381714 -0.30742974400520323 -0.41347720492969864 -0.0016451495168787584 -0.44150761013031009 -0.27001743197441103 leaf_weight=3839 35 2127 26 23 21 1159 144 25 8943 21 37 3910 146 21 20 68 22 113778 25 40 leaf_count=3839 35 2127 26 23 21 1159 144 25 8943 21 37 3910 146 21 20 68 22 113778 25 40 internal_value=0 -0.000305251 0.0447308 0.0509366 0.0447398 0.0389741 0.0941699 -0.0015335 -0.00137987 0.0219986 0.0255855 0.0234264 -0.0028785 0.154349 0.0667933 -0.0634358 -0.00311827 -0.00304471 -0.300185 -0.242267 internal_weight=0 134395 3568 3542 3519 3498 2271 130827 130802 7872 7786 7749 122930 187 166 1227 122743 122721 86 61 internal_count=134430 134395 3568 3542 3519 3498 2271 130827 130802 7872 7786 7749 122930 187 166 1227 122743 122721 86 61 cat_boundaries=0 6 12 13 19 cat_threshold=832603648 268440096 675304704 2147614756 16811009 268435456 38797312 67502099 4688 1213038592 33693763 90272 3132 1074135043 1074356288 2147762182 294651016 1207961604 2098177 is_linear=0 shrinkage=0.01 Tree=350 num_leaves=23 num_cat=4 split_feature=2 13 5 24 1 5 5 3 2 25 24 26 0 3 25 4 4 1 26 4 5 2 split_gain=76982.9 51542.7 48315.9 416126 350291 102463 48858.1 45621.2 150547 56802.9 192366 155412 99298.9 33316.4 32796.6 32093.8 27600 23774 23176.6 20686.4 2643.39 2369.51 threshold=1048.2900000000002 673.83140000000014 366.02500000000003 0 10.189250000000001 442.27000000000004 783.48000000000013 400.30000000000007 70.594335000000015 1 2 2022.5000000000002 1083.9006000000002 86.458750000000023 3 779.31175000000019 6.2950000000000008 31.717750000000006 2022.5000000000002 28.878500000000003 650.90000000000009 174.86250000000004 decision_type=2 2 2 1 2 2 2 2 2 9 1 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 7 4 5 -4 -7 9 16 10 11 -1 15 18 -12 -11 17 -9 20 -20 -5 -10 right_child=-2 -3 3 13 -6 6 -8 8 21 12 14 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 leaf_value=0.061918349541908453 0.47549458514241616 -0.31517539271941553 -0.25053424322605133 -0.041873770271028787 1.848414987564087 0.77192370833420176 0.16904998660087586 0.085476100314272579 -0.58662943598628048 -0.00077273661803544313 -0.16898061310218659 0.56468062362670901 0.54774517724008276 -0.58219391715526581 0.025756159660951145 -0.24461098551750185 -0.2774273396239561 -0.2686664337461645 -0.34277984373031123 0.027081105947494508 0.10004197256905693 -0.73400837369263172 leaf_weight=121 34 52 20 35 20 41 20 137 20 132948 141 125 33 20 202 54 34 22 62 20 21 24 leaf_count=121 34 52 20 35 20 41 20 137 20 132948 141 125 33 20 202 54 34 22 62 20 21 24 internal_value=0 -0.000402084 -0.000280043 0.136171 0.603491 0.370607 0.57426 -0.000544053 -0.139164 -0.000298193 0.0968638 0.304989 -0.000735595 -0.188805 -0.0568152 -0.000871737 -0.0188237 0.0364752 -0.145474 -0.25257 0.0113446 -0.667018 internal_weight=0 134172 134120 259 101 81 61 133861 237 133624 589 246 133035 158 343 133002 193 159 138 82 56 44 internal_count=134206 134172 134120 259 101 81 61 133861 237 133624 589 246 133035 158 343 133002 193 159 138 82 56 44 cat_boundaries=0 1 6 7 12 cat_threshold=333 0 2 4 151060480 33693696 1380 0 2 0 16777216 139264 is_linear=0 shrinkage=0.01 Tree=351 num_leaves=31 num_cat=8 split_feature=13 1 5 25 24 26 1 3 0 5 0 1 25 24 4 3 25 26 4 25 0 24 12 3 9 3 26 25 26 26 split_gain=51881.5 39164.9 268592 96680 155891 222536 264232 135759 99205.7 75432 93037.4 46855.7 43786.1 122712 62916.2 62284.2 67529.1 52965.3 37672.1 34449.3 33026.5 31499 30267.6 178469 36781.4 20838.8 12950.9 5135.24 14120.6 3606.82 threshold=673.83140000000014 172.67400000000001 366.02500000000003 0 1 2022.5000000000002 364.99000000000007 174.86250000000004 5.6142500000000011 139.25250000000003 155.86500000000004 481.77300000000008 2 3 1048.2900000000002 74.412199999999999 4 2022.5000000000002 779.31175000000019 5 2.6585000000000005 6 93.857500000000016 174.86250000000004 496.59492500000005 62.354500000000009 2022.5000000000002 7 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 9 1 2 2 9 2 2 9 2 1 2 2 2 2 2 9 2 2 left_child=1 12 3 4 11 6 -6 9 -9 10 -5 25 13 19 18 16 17 -15 22 27 -7 -18 24 -24 -14 -3 -21 28 -1 -29 right_child=-2 2 -4 7 5 20 -8 8 -10 -11 -12 -13 14 15 -16 -17 21 -19 -20 26 -22 -23 23 -25 -26 -27 -28 29 -30 -31 leaf_value=0.10281847818842474 -0.31017918480767143 -0.05507755570941502 1.1828201530093239 -0.083970833770389663 0.39822471353742817 0.23544872354487983 1.7892793263088573 1.0104591664813813 0.038442455473400299 -0.66724468135833748 0.33761514877450877 -0.4385401460859511 -0.0013309506582061539 0.24033556563513622 0.45682149092356361 -0.33162785356695007 0.23589759999473625 0.67723542230779477 -0.35550679473082225 -0.067006577921050192 -0.23094312841242012 0.032205941626900117 0.032406048299744729 0.86020114810378456 -0.20701389621729138 0.2966053896624109 -0.21491807575579042 0.045240650528767072 -0.13395262380441031 0.15981134643554687 leaf_weight=53 54 63 21 537 36 49 22 21 21 20 58 27 131419 56 30 22 139 55 30 131 22 180 736 27 87 23 108 61 48 50 leaf_count=53 54 63 21 537 36 49 22 21 21 20 58 27 131419 56 30 22 139 55 30 131 22 180 736 27 87 23 108 61 48 50 internal_value=0 -0.000154068 0.064868 0.0387534 0.205031 0.43278 0.925866 -0.0252303 0.524451 -0.0631798 -0.0428751 -0.0690126 -0.000603061 0.0684115 -0.0010791 0.183287 0.213894 0.419064 -0.00118301 -0.0481976 0.0909329 0.125434 -0.00110265 0.0616989 -0.00146702 0.0389772 -0.12847 0.0440086 -0.00883195 0.088845 internal_weight=0 134152 920 899 242 129 58 657 42 615 595 113 133232 903 132329 452 430 111 132299 451 71 319 132269 763 131506 86 239 212 101 111 internal_count=134206 134152 920 899 242 129 58 657 42 615 595 113 133232 903 132329 452 430 111 132299 451 71 319 132269 763 131506 86 239 212 101 111 cat_boundaries=0 4 5 11 12 16 22 23 27 cat_threshold=37749248 1048576 17664 4194304 2449 0 2 8196 151093248 33689600 18874368 2713 0 2 4 16777216 0 0 8192 134316032 33554432 16777216 1120 0 0 0 134250496 is_linear=0 shrinkage=0.01 Tree=352 num_leaves=19 num_cat=3 split_feature=2 13 5 24 1 5 11 5 3 25 24 0 3 26 4 5 11 11 split_gain=75178.6 49517.4 46679.4 407590 341066 100352 78045.6 47872 43884.7 57461.6 279517 82411.6 32790 22825.4 20082.7 2547.62 323.181 515.144 threshold=1048.2900000000002 673.83140000000014 366.02500000000003 0 10.189250000000001 442.27000000000004 549.10000000000002 783.48000000000013 1048.2900000000002 1 2 1083.9006000000002 86.458750000000023 2022.5000000000002 28.878500000000003 650.90000000000009 756.4475000000001 650.90000000000009 decision_type=2 2 2 1 2 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 6 4 5 -4 8 -7 9 10 -1 -11 13 15 -15 -5 17 -8 right_child=-2 -3 3 12 -6 7 16 -9 -10 11 -12 -13 -14 14 -16 -17 -18 -19 leaf_value=0.35161423008811027 0.46989179996883168 -0.30892185114897214 -0.24803245615959169 -0.041353850109236583 1.8248954677581788 0.7638818937394678 -0.29053526349689651 0.16712345981597898 -0.3494423241085477 -0.00076488848660278207 -0.13160983736397791 0.49902906793536561 -0.57799044668674471 -0.33989937084336436 0.024524407625198363 0.097967504773821157 -0.28453756438361277 -0.35676357299089434 leaf_weight=229 34 52 20 35 20 41 23 20 36 133246 234 33 20 62 20 21 36 24 leaf_count=229 34 52 20 35 20 41 23 20 36 133246 234 33 20 62 20 21 36 24 internal_value=0 -0.000394967 -0.000275347 0.133845 0.596386 0.366679 -0.000534848 0.568223 -0.000344655 -0.000250687 0.109774 -0.000641091 -0.187697 -0.144734 -0.251016 0.0108917 -0.307084 -0.324354 internal_weight=0 134172 134120 259 101 81 133861 61 133778 133742 463 133279 158 138 82 56 83 47 internal_count=134206 134172 134120 259 101 81 133861 61 133778 133742 463 133279 158 138 82 56 83 47 cat_boundaries=0 1 6 7 cat_threshold=333 0 2 4 150994944 139264 1508 is_linear=0 shrinkage=0.01 Tree=353 num_leaves=23 num_cat=6 split_feature=13 1 24 1 8 0 11 4 3 3 25 4 4 25 24 25 0 25 12 3 9 0 split_gain=49926 38177.5 174585 210785 175177 158349 82243.1 81671 114040 81104.4 58595.9 42477.1 46736.4 48067.1 120674 66423.6 34198.9 32571.9 29704.7 174792 36062.7 17683.7 threshold=673.83140000000014 172.67400000000001 0 187.26000000000002 16.146250000000006 224.14500000000001 48.045000000000009 64.756750000000025 78.765000000000015 273.10998000000006 1 1048.2900000000002 779.31175000000019 2 3 4 3.8405000000000005 5 93.857500000000016 174.86250000000004 496.59492500000005 2.6585000000000005 decision_type=2 2 1 2 2 2 2 2 2 2 9 2 2 9 1 9 2 9 2 2 2 2 left_child=1 11 3 -3 5 21 7 9 -9 10 -4 12 13 14 17 -16 -8 -1 20 -20 -15 -5 right_child=-2 2 6 4 -6 -7 16 8 -10 -11 -12 -13 -14 18 15 -17 -18 -19 19 -21 -22 -23 leaf_value=0.045284239889809452 -0.3042766292889913 1.240714709304628 0.14734265179168887 0.056994684416623351 0.89135208308696745 0.90686139280145828 -0.19929245772185147 0.041351250624045342 0.9701196602582931 -0.63040221214294434 -0.079873069808250513 0.3581355196056944 -0.37139134184402578 -0.0013114631103310658 0.39203225035008371 0.10769349271851468 -0.74487184631824488 -0.12299072689217765 0.032140076681161707 0.85136302965658683 -0.20497507607371643 -0.18723316351572675 leaf_weight=211 54 21 154 168 32 22 27 39 20 22 359 33 34 131419 113 336 20 236 736 27 87 36 leaf_count=211 54 21 154 168 32 22 27 39 20 22 359 33 34 131419 113 336 20 236 736 27 87 36 internal_value=0 -0.000150531 0.0640466 0.267695 0.198872 0.100822 -0.0283273 0.00309306 0.356188 -0.0358464 -0.0103489 -0.000593828 -0.000682703 -0.000588053 0.0720022 0.186235 -0.431454 -0.0443061 -0.00108515 0.0611296 -0.0014462 0.0138957 internal_weight=0 134152 920 279 258 226 641 594 59 535 513 133232 133199 133165 896 449 47 447 132269 763 131506 204 internal_count=134206 134152 920 279 258 226 641 594 59 535 513 133232 133199 133165 896 449 47 447 132269 763 131506 204 cat_boundaries=0 1 7 13 14 18 24 cat_threshold=1037 33587200 4096 256 0 0 570425344 0 2 8196 151093248 33689600 18874368 2713 0 2 4 16777216 0 0 8192 134316032 33554432 16777216 is_linear=0 shrinkage=0.01 Tree=354 num_leaves=13 num_cat=3 split_feature=2 13 0 4 25 26 25 22 10 25 26 4 split_gain=73454.2 47571 42832.9 66271.4 45235.2 46532.7 71188.1 32035.8 34788.7 31552.7 3808.43 1614.69 threshold=1048.2900000000002 673.83140000000014 1083.9006000000002 779.31175000000019 0 2022.5000000000002 1 287.50000000000006 638.18750000000011 2 2022.5000000000002 1048.2900000000002 decision_type=2 2 2 2 9 2 9 2 2 9 2 2 left_child=1 2 3 4 5 6 -1 8 -6 -7 -5 -12 right_child=-2 -3 -4 10 7 9 -8 -9 -10 -11 11 -13 leaf_value=-0.15132652055806128 0.46447419773129861 -0.30278986811637881 0.3081974648369683 -0.41062543864250184 -0.00075591031721836306 0.31758209858769954 0.16839561974824363 0.33764019795826505 0.23617643429387003 0.073005347997963835 -0.19554424459284003 -0.31813514936537973 leaf_weight=135 34 52 45 25 133416 105 124 28 62 137 22 21 leaf_count=135 34 52 45 25 133416 105 124 28 62 137 22 21 internal_value=0 -0.000387576 -0.000270331 -0.000373863 -0.000215491 0.0936916 0.00240412 -0.000574865 -0.000645856 0.195263 -0.312477 -0.255414 internal_weight=0 134172 134120 134075 134007 501 259 133506 133478 242 68 43 internal_count=134206 134172 134120 134075 134007 501 259 133506 133478 242 68 43 cat_boundaries=0 5 10 15 cat_threshold=0 2 4 151060480 139264 0 2 0 134217728 8192 0 2 0 16777216 8192 is_linear=0 shrinkage=0.01 Tree=355 num_leaves=13 num_cat=2 split_feature=3 5 3 25 4 1 25 2 3 5 26 5 split_gain=157729 71043.2 152596 64573.2 61124.8 47898.9 43787.4 127020 62820.5 21299.9 6184.19 362.062 threshold=1048.2900000000002 650.90000000000009 9.3117500000000017 0 1048.2900000000002 1066.3056000000001 1 1048.2900000000002 316.16700000000009 1066.3056000000001 2022.5000000000002 783.48000000000013 decision_type=2 2 2 9 2 2 9 2 2 2 2 2 left_child=1 3 9 10 5 6 7 -5 -8 11 -1 -3 right_child=-2 2 -4 4 -6 -7 8 -9 -10 -11 -12 -13 leaf_value=0.14389374208450317 0.67158264684677127 0.2078689182281494 1.0258971123468308 0.015259727410945041 0.45879931104594263 0.38649098366498946 -0.0023652838211099193 -0.78213111245632183 -0.18829734431313619 -0.17746862440109254 0.26784954212330009 0.15349205394585927 leaf_weight=80 35 25 21 17404 29 32 116421 20 182 25 81 24 leaf_count=80 35 25 21 17404 29 32 116421 20 182 25 81 24 internal_value=0 0.00018733 0.273554 -6.11511e-06 -0.000253757 -0.000353079 -0.000445441 0.0143362 -0.00265527 0.0600516 0.194195 0.181235 internal_weight=0 134344 95 134249 134088 134059 134027 17424 116603 74 161 49 internal_count=134379 134344 95 134249 134088 134059 134027 17424 116603 74 161 49 cat_boundaries=0 5 11 cat_threshold=0 0 4 0 8192 1343488 537001985 134231040 957153408 167793217 18882609 is_linear=0 shrinkage=0.01 Tree=356 num_leaves=25 num_cat=4 split_feature=3 25 4 2 25 6 3 3 9 1 1 7 24 2 6 1 6 4 25 9 26 3 1 26 split_gain=154590 62825.1 118559 81867.4 71758.2 93538 69166.8 80815.5 132528 225533 92290.7 65486.2 62212.6 41338.5 33585.8 41427.3 31562.9 28530.7 26497.6 11217.9 8669.43 7940.48 3966.91 1476.76 threshold=1048.2900000000002 0 779.31175000000019 783.48000000000013 1 442.89500000000004 316.16700000000009 134.02375000000004 43.375000000000007 203.18100000000001 37.260750000000009 110.26392000000003 2 1048.2900000000002 319.87968000000006 398.24814000000003 650.90000000000009 74.256500000000017 3 9.3037500000000026 2022.5000000000002 544.35000000000002 11.003700000000002 2022.5000000000002 decision_type=2 9 2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 20 12 7 13 9 18 -10 17 -6 14 15 -3 -7 21 -9 -16 -1 22 -8 -23 right_child=-2 6 -4 -5 5 16 11 8 10 -11 -12 -13 -14 -15 19 -17 -18 -19 -20 -21 -22 23 -24 -25 leaf_value=0.17369961445148174 0.66486691222872052 -0.0018806586586076987 0.64403404551167642 -0.48847730113613991 -0.01380236513622553 0.60577823358423577 -0.096292169791347568 -0.1130622484428542 0.88178468664487197 1.0822925374621437 0.034544149398803715 -0.68207530605404276 0.042471731509261965 0.43163309617476031 -0.11046966289356352 0.16783137955599362 0.17797930199759346 0.19727194633483888 0.061049281449740748 -0.36166803693771366 0.32327784897445083 -0.21401412529945377 -0.24673294021969749 -0.32165645846953761 leaf_weight=78 35 124844 31 31 3367 34 106 102 36 21 20 23 4700 22 160 144 35 25 396 20 77 25 21 26 leaf_count=78 35 124844 31 31 3367 34 106 102 36 21 20 23 4700 22 160 144 35 25 396 20 77 25 21 26 internal_value=0 0.000185457 0.0267273 0.0244599 0.0263778 0.0221283 -0.00157622 -0.00126225 0.11702 0.0671506 0.579199 -0.176362 0.0190196 -0.00180553 -0.00188171 -0.00168513 0.388779 -0.119064 0.0243434 -0.138381 0.232976 -0.163493 -0.121168 -0.268891 internal_weight=0 134344 8353 8322 8291 8136 125991 125765 575 519 56 226 8067 125190 125168 124988 69 203 498 180 155 178 127 51 internal_count=134379 134344 8353 8322 8291 8136 125991 125765 575 519 56 226 8067 125190 125168 124988 69 203 498 180 155 178 127 51 cat_boundaries=0 6 11 12 18 cat_threshold=1343488 131073 12292 419758208 33567232 2105393 0 0 4 0 8192 3220 4194816 0 0 0 1 536870912 is_linear=0 shrinkage=0.01 Tree=357 num_leaves=13 num_cat=1 split_feature=3 5 3 25 0 3 0 0 0 5 26 5 split_gain=151514 69382.2 149325 61757.1 54332.3 44312.4 77223.5 73318.6 54002.8 20867.7 19199.7 360.441 threshold=1048.2900000000002 650.90000000000009 9.3117500000000017 0 1083.9006000000002 782.62500000000011 539.75000000000011 430.17000000000002 638.18750000000011 1066.3056000000001 2022.5000000000002 783.48000000000013 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 3 9 10 5 6 7 -5 -8 11 -1 -3 right_child=-2 2 -4 4 -6 -7 8 -9 -10 -11 -12 -13 leaf_value=0.063370499493001581 0.65821817629677914 0.2056554531097412 1.0145724428267706 -0.00050777855771837915 0.40535352186723189 0.4046169607727616 -0.56389009524614386 0.2950238465127491 -0.10185894840293461 -0.17596457977294921 0.21161902257374354 0.15140046954154968 leaf_weight=182 35 25 21 133644 33 27 39 84 72 25 168 24 leaf_count=182 35 25 21 133644 33 27 39 84 72 25 168 24 internal_value=0 0.000183585 0.270336 -7.58562e-06 -0.000359227 -0.000459269 -0.000540987 -0.000322143 -0.264194 0.0591336 0.130793 0.179082 internal_weight=0 134344 95 134249 133899 133866 133839 133728 111 74 350 49 internal_count=134379 134344 95 134249 133899 133866 133839 133728 111 74 350 49 cat_boundaries=0 5 cat_threshold=0 0 4 134283264 8192 is_linear=0 shrinkage=0.01 Tree=358 num_leaves=48 num_cat=14 split_feature=5 25 0 7 24 1 24 5 5 25 24 6 0 6 25 25 24 26 24 13 9 1 10 1 24 25 25 24 26 5 26 26 0 24 5 26 13 13 5 6 26 5 26 5 5 5 26 split_gain=85039.8 219246 430936 182644 136465 183498 101923 101120 60502.8 55984.2 73475.2 100797 71526.9 69883.3 66419.1 64711.2 104656 188249 73801.1 57128.1 85003.1 56176 39746.5 26489.9 24815.9 22268.8 20748.3 20618.8 35551.5 17812.5 12323.5 11138 8784.76 8591.97 8484.68 6653.84 5337.75 5080.99 2984.81 2582.04 2497.26 2069.78 1204.31 804.781 620.61 613.182 56.9394 threshold=172.35100000000003 0 311.36400000000009 188.93193000000005 1 156.28525000000005 2 254.97775000000004 293.27220000000005 3 4 319.87968000000006 1083.9006000000002 783.48000000000013 5 6 7 2022.5000000000002 8 465.60925000000003 797.90800000000002 1066.3056000000001 14.110000000000001 24.275832000000005 9 10 11 12 2022.5000000000002 223.76500000000001 2022.5000000000002 2022.5000000000002 25.970500000000005 13 316.16700000000009 2022.5000000000002 779.68675000000019 557.40000000000009 273.92500000000007 1043.5418000000002 2022.5000000000002 192.26595000000003 2022.5000000000002 545.08500000000015 401.66700000000003 401.66700000000003 2022.5000000000002 decision_type=2 9 2 2 1 2 1 2 2 9 1 2 2 2 9 9 1 2 1 2 2 2 2 2 1 9 9 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 4 8 22 7 -3 29 10 14 15 13 19 31 16 17 -12 32 20 21 -11 -6 34 -18 -20 33 28 -28 -2 -9 -1 -17 35 38 -16 37 -21 41 -15 -36 -8 -35 -42 -32 -10 -29 right_child=1 6 -4 -5 5 -7 23 30 45 12 11 -13 -14 39 26 18 24 -19 25 36 -22 -23 -24 -25 -26 -27 27 46 -30 -31 44 -33 -34 42 40 -37 -38 -39 -40 -41 43 -43 -44 -45 -46 -47 -48 leaf_value=0.069102164436789126 -0.079502672776579852 0.59350874413143506 1.6907064492361885 1.0116013409541202 0.12765867215745588 1.186406328110468 -0.0035379433206149508 -0.2186314707452601 -0.46375216711135137 -0.0011349760803761849 0.112608642578125 0.79465417680286221 0.47170374393463138 -0.31591490911400838 -0.021088913648556442 0.17374709690318388 -0.038648607666428025 0.96257690747578939 -0.17148880025436139 0.30879592863718669 -0.52474246117376511 0.43164214388529459 0.58579753832383585 -0.40239886673859188 0.15918279673220842 -0.0060752443859241161 -0.076818674429139103 -0.081329471529746553 0.25831461350123092 0.30092662894725797 0.10879383000460538 0.21021909209301598 -0.029782494669375211 -0.20634669355912644 -0.10604619902808493 -0.15488795280456544 0.40443990979875838 0.12149123873029437 0.040759969663619992 -0.46575644583805748 -0.22327645444045111 -0.10136831057699103 -0.27451878683907643 -0.15909145760536195 0.033681207136674364 -0.39226897920881004 -0.092028868505270173 leaf_weight=136 32 44 21 26 136 21 28 22 21 131529 57 21 32 23 78 272 101 48 106 30 31 30 22 35 159 288 67 98 60 20 22 95 23 55 41 71 21 28 25 23 56 95 49 30 22 28 101 leaf_count=136 32 44 21 26 136 21 28 22 21 131529 57 21 32 23 78 272 101 48 106 30 31 30 22 35 159 288 67 98 60 20 22 95 23 55 41 71 21 28 25 23 56 95 49 30 22 28 101 internal_value=0 0.106751 0.295912 0.209861 0.135413 0.291871 -0.0464632 0.203658 -0.155386 -0.000243347 0.0537236 0.107643 -0.00101949 -0.00113442 -0.0182768 0.0949766 0.200625 0.457586 0.035581 -0.00099827 -0.00115966 -0.00103629 0.19145 -0.138807 0.0837478 -0.0537206 -0.0753067 -0.0205749 0.0755622 0.0668163 -0.0253855 0.121862 0.152702 -0.142367 -0.110306 -0.0795093 0.267834 0.218373 -0.0588517 -0.390836 -0.170269 -0.079098 -0.217548 -0.200886 0.0712375 -0.422905 -0.0826086 internal_weight=0 747 327 306 280 179 420 110 101 133632 1885 1075 131747 131715 810 1054 365 105 689 131669 131590 131559 158 310 260 394 579 326 127 52 66 231 295 253 275 149 79 58 148 46 127 123 104 86 44 49 199 internal_count=134379 747 327 306 280 179 420 110 101 133632 1885 1075 131747 131715 810 1054 365 105 689 131669 131590 131559 158 310 260 394 579 326 127 52 66 231 295 253 275 149 79 58 148 46 127 123 104 86 44 49 199 cat_boundaries=0 5 6 7 13 14 20 25 26 27 28 34 38 39 40 cat_threshold=32768 256 17408 0 16777217 1586 1089 1310720 131072 12292 151060608 33562688 2105377 3098 0 0 8196 0 33554496 2105377 0 0 4096 151060480 8192 260 608 544 0 0 4 0 33554432 33 0 0 4096 151060480 1040 26 is_linear=0 shrinkage=0.01 Tree=359 num_leaves=16 num_cat=0 split_feature=3 4 11 11 8 8 2 6 3 1 11 2 26 8 8 split_gain=147609 55506.3 66480 48514.7 47316.6 38775.5 170025 45941.5 40498 32754.2 25927.9 22917 4618.04 1110.01 2460.48 threshold=1048.2900000000002 1048.2900000000002 493.04250000000008 549.10000000000002 574.83500000000015 279.25150000000002 166.11250000000004 650.90000000000009 52.119000000000007 19.645461000000005 756.4475000000001 55.667400000000008 2022.5000000000002 675.58140000000014 808.31735000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 7 8 9 -7 -1 -5 13 -9 -6 -15 right_child=-2 -3 3 10 11 6 -8 12 -10 -11 -12 -13 -14 14 -16 leaf_value=-0.00097640265957906109 0.64967821952274862 0.41025143189863728 0.69908298015594483 -0.035736032999478855 -0.19814359478342039 0.092226507716708706 1.0118180365562439 -0.11515089397430421 -0.38210318565368651 0.025442844496429272 0.32661954808235166 -0.51620947968959807 -0.27614973842617008 -0.033103740106929437 -0.16476686138100924 leaf_weight=128929 35 33 20 39 24 180 20 25 20 4870 40 20 62 22 40 leaf_count=128929 35 33 20 39 24 180 20 25 20 4870 40 20 62 22 40 internal_value=0 0.000178702 7.79474e-05 0.259119 -0.000113131 5.38011e-05 0.132705 -0.00016417 0.0447935 -1.47981e-05 0.147735 -0.211307 -0.229886 -0.1404 -0.118048 internal_weight=0 134344 134311 99 134212 134106 220 133886 200 133799 79 106 87 86 62 internal_count=134379 134344 134311 99 134212 134106 220 133886 200 133799 79 106 87 86 62 is_linear=0 shrinkage=0.01 Tree=360 num_leaves=19 num_cat=1 split_feature=9 8 0 3 2 24 0 3 2 0 2 1 1 11 1 3 8 8 split_gain=130793 64307.4 75225.5 467973 139166 118129 113383 105176 92374 65875.6 63728.6 59465.6 42178.2 42130.6 15587.4 10924.4 1556.47 3205.53 threshold=1037.4750000000001 574.83500000000015 213.3887 400.30000000000007 1048.2900000000002 0 638.18750000000011 782.62500000000011 104.05000000000001 9.0862500000000015 94.572500000000019 224.64000000000001 1066.3056000000001 549.10000000000002 139.89200000000002 1048.2900000000002 675.58140000000014 808.31735000000015 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 7 6 8 12 -4 16 11 -7 13 -1 -12 -9 -3 -18 right_child=-2 9 3 -5 -6 10 -8 15 -10 -11 14 -13 -14 -15 -16 -17 17 -19 leaf_value=-0.00082110208685292816 0.75361683057702111 -0.19742653113344444 0.075585671001010477 1.5369812933965161 0.65847876727581023 -0.030573140100999312 0.73542478310434445 -0.25956699878938738 0.75861974369395868 -0.76252238668501382 -0.5315237876875647 0.50397693373940211 0.37405008602142331 -0.24448170379853587 -0.16863735038042069 -0.51566385600301956 -0.0099223577976226811 -0.15543784696881363 leaf_weight=133398 23 23 198 22 32 385 38 31 22 20 29 22 30 71 20 36 24 41 leaf_count=133398 23 23 198 22 32 385 38 31 22 20 29 22 30 71 20 36 24 41 internal_value=0 -0.000547942 -0.000351839 0.100469 -0.000907268 0.0562068 0.222395 -0.00106525 0.143889 -0.244466 -0.0417813 -0.00167854 -0.000866449 -0.000950719 -0.383407 -0.397171 -0.126726 -0.101709 internal_weight=0 134442 134334 736 133598 714 258 133566 220 108 456 407 133499 133469 49 67 88 65 internal_count=134465 134442 134334 736 133598 714 258 133566 220 108 456 407 133499 133469 49 67 88 65 cat_boundaries=0 1 cat_threshold=3392 is_linear=0 shrinkage=0.01 Tree=361 num_leaves=13 num_cat=1 split_feature=9 25 2 10 11 11 9 26 10 10 10 11 split_gain=128191 88293.5 71387.1 50292.1 55383 128728 54137.7 32705.7 30302.8 7880.25 2780.12 2562.3 threshold=1037.4750000000001 0 1048.2900000000002 638.18750000000011 549.10000000000002 493.04250000000008 370.88500000000005 2022.5000000000002 747.99000000000012 27.246118000000006 950.63250000000005 756.4475000000001 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 4 5 6 -3 -1 -5 11 -10 -6 right_child=-2 2 -4 8 9 -7 -8 -9 10 -11 -12 -13 leaf_value=-0.075523589385880371 0.74608068714971132 -0.00060761634883500196 0.45799309828702145 0.58935951142084031 -0.26384778373381673 0.80194705200195315 0.18009534094258248 -0.29135933228652844 0.052445053121317989 -0.44067861044406892 0.20968501091003419 -0.12534502766349101 leaf_weight=144 23 133799 34 21 34 20 166 137 23 20 22 22 leaf_count=144 23 133799 34 21 34 20 166 137 23 20 22 22 internal_value=0 -0.000542462 -0.000164999 -0.00028115 -0.000417017 -0.000263938 -0.000383702 -0.174542 0.275695 -0.270289 0.129318 -0.209436 internal_weight=0 134442 134161 134127 134061 133985 133965 281 66 76 45 56 internal_count=134465 134442 134161 134127 134061 133985 133965 281 66 76 45 56 cat_boundaries=0 4 cat_threshold=0 2 4 16842752 is_linear=0 shrinkage=0.01 Tree=362 num_leaves=17 num_cat=3 split_feature=9 7 25 2 0 4 9 24 4 6 26 4 25 7 26 26 split_gain=125640 96826.7 79837.3 109199 88807.8 483847 155604 61173.9 59209.8 60274.1 51403.6 14475 13180.7 8076.63 2909.16 987.715 threshold=1037.4750000000001 783.48000000000013 0 1048.2900000000002 213.3887 364.99000000000007 230.23500000000004 1 543.53000000000009 442.89500000000004 2022.5000000000002 1048.2900000000002 2 1042.2668000000001 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 2 1 2 2 2 2 9 2 2 2 left_child=1 2 7 4 8 6 -6 10 9 -4 -1 -10 14 -3 -9 -14 right_child=-2 13 3 -5 5 -7 -8 12 11 -11 -12 -13 15 -15 -16 -17 leaf_value=0.25758952964816179 0.73861989892047386 -0.28931846350431445 -0.0007302366053243668 0.57521703687581149 0.040713123971948165 1.644110248565674 0.91464321420306249 -0.10235352149376503 -0.16138124934073245 0.19658121120545172 -0.16348814398555434 -0.41863152791713842 -0.33692324046430921 -0.51973091693787743 -0.2002280158327337 -0.39664402161004414 leaf_weight=57 23 32 133002 33 683 20 21 65 89 155 59 29 58 29 57 53 leaf_count=57 23 32 133002 33 683 20 21 65 89 155 59 29 58 29 57 53 internal_value=0 -0.000537037 -0.000356226 4.26945e-05 -9.89508e-05 0.110355 0.0667821 -0.149284 -0.000698976 -0.000500558 0.0399746 -0.224604 -0.241274 -0.398859 -0.136863 -0.335237 internal_weight=0 134442 134381 134032 133999 724 704 349 133275 133157 116 118 233 61 122 111 internal_count=134465 134442 134381 134032 133999 724 704 349 133275 133157 116 118 233 61 122 111 cat_boundaries=0 4 5 9 cat_threshold=0 2 8196 16842752 736 0 0 8192 16777216 is_linear=0 shrinkage=0.01 Tree=363 num_leaves=15 num_cat=0 split_feature=9 7 2 0 4 9 5 4 4 8 6 4 7 2 split_gain=123139 94899.8 76168.5 76404.9 479056 136999 80934.7 69357.5 52245.8 95569.3 52891.2 15888.4 7915.9 3112.17 threshold=1037.4750000000001 783.48000000000013 1048.2900000000002 213.3887 364.99000000000007 230.23500000000004 223.76500000000001 543.53000000000009 72.686250000000015 319.20468000000005 442.89500000000004 1048.2900000000002 1042.2668000000001 24.497000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 5 6 -5 8 10 -10 -1 13 -3 -9 right_child=-2 12 -4 4 -6 -7 -8 11 9 -11 -12 -13 -14 -15 leaf_value=-0.0016999522929864023 0.73123369299847141 -0.2864252609014511 0.45956317351924048 0.057225981026077559 1.627669179916382 0.83539588082920424 -0.46556012612196712 -0.14078228109319446 0.047899476927735503 0.74366151976585382 0.19417522477930871 -0.43418223004187306 -0.51453360066331666 -0.2793579030320758 leaf_weight=131797 23 32 36 662 20 22 31 71 1532 20 138 31 29 21 leaf_count=131797 23 32 36 662 20 22 31 71 1532 20 138 31 29 21 internal_value=0 -0.000531667 -0.000352664 -0.000475906 0.101202 0.0585034 0.0338402 -0.00103524 -0.000816538 0.0568655 -0.00149507 -0.238388 -0.39487 -0.172414 internal_weight=0 134442 134381 134345 735 715 693 133610 133487 1552 131935 123 61 92 internal_count=134465 134442 134381 134345 735 715 693 133610 133487 1552 131935 123 61 92 is_linear=0 shrinkage=0.01 Tree=364 num_leaves=17 num_cat=4 split_feature=9 7 25 2 0 3 24 24 3 26 3 5 25 7 26 26 split_gain=120689 93011.3 78323.5 105304 85435.7 686978 116558 59960.7 52706.7 50392.6 41942.4 40935.7 12917 7758.38 2859.22 973.49 threshold=1037.4750000000001 783.48000000000013 0 1048.2900000000002 213.3887 364.99000000000007 1 2 544.35000000000002 2022.5000000000002 483.18750000000006 5.6142500000000011 3 1042.2668000000001 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 1 1 2 2 2 2 9 2 2 2 left_child=1 2 7 4 8 6 -6 9 10 -1 -4 -10 14 -3 -9 -14 right_child=-2 13 3 -5 5 -7 -8 12 11 -11 -12 -13 15 -15 -16 -17 leaf_value=0.25498059364787318 0.72392132634701933 -0.28356102287769319 -0.00057614960621201188 0.5648692695299784 0.22939017584653407 1.8482837835292925 -0.039336498072918724 -0.10132968462430514 -0.28797944310220702 -0.16193592621108235 0.36729570050393384 0.20641071295738223 -0.33356192259952944 -0.50938826904214662 -0.19836046536763507 -0.39285107459662094 leaf_weight=57 23 32 133121 33 236 22 466 65 103 59 31 20 58 29 57 53 leaf_count=57 23 32 133121 33 236 22 466 65 103 59 31 20 58 29 57 53 internal_value=0 -0.00052635 -0.000349137 4.59828e-05 -9.31131e-05 0.108243 0.053712 -0.147858 -0.000681637 0.0395212 -0.000490503 -0.207591 -0.238933 -0.390922 -0.135553 -0.331964 internal_weight=0 134442 134381 134032 133999 724 702 349 133275 116 133152 123 233 61 122 111 internal_count=134465 134442 134381 134032 133999 724 702 349 133275 116 133152 123 233 61 122 111 cat_boundaries=0 4 5 6 10 cat_threshold=0 2 8196 16842752 1348 736 0 0 8192 16777216 is_linear=0 shrinkage=0.01 Tree=365 num_leaves=18 num_cat=1 split_feature=8 0 6 3 4 1 24 3 7 4 6 1 26 0 6 4 8 split_gain=82784.4 145289 86946.6 160416 82247.6 49354.6 349659 223973 54425.5 59177.8 41486.2 19551.6 10083.6 9854.17 2957.47 441.178 78.7425 threshold=574.83500000000015 60.461000000000006 783.48000000000013 1048.2900000000002 779.31175000000019 438.37500000000006 0 9.3117500000000017 483.07500000000005 543.53000000000009 1043.5418000000002 21.731200000000005 2022.5000000000002 91.825000000000003 24.588000000000005 1048.2900000000002 808.31735000000015 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=2 14 3 4 5 8 7 -7 9 -1 -4 -10 -6 -8 16 -14 -2 right_child=1 -3 10 -5 12 6 13 -9 11 -11 -12 -13 15 -15 -16 -17 -18 leaf_value=8.1939472799010571e-05 -0.12357310751805434 -1.0420158011913301 0.61133951734094061 -0.68680907179327577 0.16863319461995904 0.34136256398095027 -0.31309812388577302 1.4669379988583651 -0.14995200644646373 -0.30893664937586557 0.074717442083358773 -0.48245670681908021 0.39537435355511574 -0.067945859432220465 0.0023976837396621703 0.45677522144317628 -0.14381351094832645 leaf_weight=133428 37 20 34 34 22 90 91 22 112 62 25 21 22 20 20 25 40 leaf_count=133428 37 20 34 34 22 90 91 22 112 62 25 21 22 20 20 25 40 internal_value=0 -0.265958 0.000157652 -1.13984e-05 0.000162974 -1.49638e-05 0.14863 0.516355 -0.000263033 -6.15855e-05 0.383957 -0.202453 0.345327 -0.246701 -0.105946 0.428034 -0.134088 internal_weight=0 117 134008 133949 133915 133846 223 112 133623 133490 59 133 69 111 97 47 77 internal_count=134125 117 134008 133949 133915 133846 223 112 133623 133490 59 133 69 111 97 47 77 cat_boundaries=0 1 cat_threshold=3117 is_linear=0 shrinkage=0.01 Tree=366 num_leaves=21 num_cat=1 split_feature=3 2 3 2 2 2 1 2 0 25 9 1 1 6 3 11 26 0 3 2 split_gain=66381.6 63820.7 334626 266125 119868 116583 70720.7 144064 47519.4 46727.9 49846.2 44150.5 43941.4 38479.9 30265.4 22568 21895.6 24039.1 19551.2 18126 threshold=1048.2900000000002 272.73498000000006 11.163000000000002 648.37500000000011 335.81400000000008 1048.2900000000002 84.373000000000005 440.18000000000006 1083.9006000000002 0 1037.4750000000001 1066.3056000000001 29.184500000000003 319.87968000000006 28.878500000000003 46.649000000000008 2022.5000000000002 31.946650000000005 161.49750000000009 335.81400000000008 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 8 5 4 -4 6 16 -8 9 12 11 13 14 -11 15 -1 19 -18 -6 -3 right_child=-2 2 3 -5 18 -7 7 -9 -10 10 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 leaf_value=0.10910199643909067 -0.41797203365125157 0.25907702860079318 0.99578045845031737 1.62881441896612 0.29301055002212528 -0.6101529130935669 0.97212421437968377 -0.065453591346740725 0.33201926076134969 -0.00079366184937389248 0.47508213476701217 0.37044432550668716 -0.258391478402274 -0.11671026312931075 -0.23440326862335206 0.45104987382888795 -0.053810079947743616 -0.4241129097938538 -0.13033236980438231 -0.0041311169238317583 leaf_weight=552 38 38 20 22 20 30 23 32 43 132616 22 32 35 287 25 20 142 20 24 84 leaf_count=552 38 38 20 22 20 30 23 32 43 132616 22 32 35 287 25 20 142 20 24 84 internal_value=0 4.46904e-05 0.118277 0.68002 0.353873 -0.012644 0.0402329 0.368443 -0.000357876 -0.000464863 -0.000875722 -0.000954556 0.0846441 -0.00104398 0.106173 0.121058 -0.0233288 -0.0995265 0.0620962 0.0778517 internal_weight=0 134087 455 86 64 369 339 55 133632 133589 132957 132935 632 132903 597 572 284 162 44 122 internal_count=134125 134087 455 86 64 369 339 55 133632 133589 132957 132935 632 132903 597 572 284 162 44 122 cat_boundaries=0 5 cat_threshold=2148794368 262146 4100 0 139328 is_linear=0 shrinkage=0.01 Tree=367 num_leaves=17 num_cat=0 split_feature=8 0 6 3 4 1 8 1 7 4 6 1 26 6 4 8 split_gain=81558.7 142891 85559.2 155297 80357.3 47940.8 223626 132635 53381.4 57910.9 40652.7 19109.9 9802.47 2926.8 436.479 81.3167 threshold=574.83500000000015 60.461000000000006 783.48000000000013 1048.2900000000002 779.31175000000019 438.37500000000006 27.234500000000004 481.77300000000008 483.07500000000005 543.53000000000009 1043.5418000000002 21.731200000000005 2022.5000000000002 24.588000000000005 1048.2900000000002 808.31735000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 13 3 4 5 8 7 -7 9 -1 -4 -10 -6 15 -14 -2 right_child=1 -3 10 -5 12 6 -8 -9 11 -11 -12 -13 14 -15 -16 -17 leaf_value=8.2395640640225791e-05 -0.12260488528355554 -1.0336094344258309 0.60596900827744427 -0.67576124661109016 0.16712241064418445 0.69674647366559062 1.1286275815963744 -0.056268903395107817 -0.14859551752967362 -0.30561032018353862 0.074765244626998906 -0.47732366380237395 0.39039643658833073 0.0024858252406120304 0.45146942949295044 -0.14317346213827842 leaf_weight=133428 37 20 34 34 22 27 21 175 112 62 25 21 22 20 25 40 leaf_count=133428 37 20 34 34 22 27 21 175 112 62 25 21 22 20 25 40 internal_value=0 -0.263981 0.00015741 -1.02868e-05 0.000161281 -1.46002e-05 0.146486 0.0443817 -0.00025909 -5.95846e-05 0.380883 -0.2005 0.341336 -0.105295 0.422882 -0.13329 internal_weight=0 117 134008 133949 133915 133846 223 202 133623 133490 59 133 69 97 47 77 internal_count=134125 117 134008 133949 133915 133846 223 202 133623 133490 59 133 69 97 47 77 is_linear=0 shrinkage=0.01 Tree=368 num_leaves=16 num_cat=1 split_feature=8 0 6 3 4 25 1 8 5 6 26 6 26 4 8 split_gain=79935.7 140048 83856.6 152206 78758.2 53697.3 64320.1 207536 46909.8 39843.7 9607.4 2868.56 2057.75 427.793 79.6984 threshold=574.83500000000015 60.461000000000006 783.48000000000013 1048.2900000000002 779.31175000000019 0 438.37500000000006 27.234500000000004 783.48000000000013 1043.5418000000002 2022.5000000000002 24.588000000000005 2022.5000000000002 1048.2900000000002 808.31735000000015 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=2 11 3 4 5 12 8 -8 -7 -4 -6 14 -1 -12 -2 right_child=1 -3 9 -5 10 6 7 -9 -10 -11 13 -13 -14 -15 -16 leaf_value=0.17383082446345577 -0.12137883744932509 -1.0232733547985553 0.59990933390224688 -0.66900364525177902 0.16545119610699741 -0.00046704957130729599 0.070000456036385453 1.117341281800043 -0.327037554834546 0.074017583751678467 0.38649248605424713 0.0024609578847885135 0.11728680370299797 0.44695475969314574 -0.14174172635003923 leaf_weight=135 37 20 34 34 22 133332 191 21 44 25 22 20 123 25 40 leaf_count=135 37 20 34 34 22 133332 191 21 44 25 22 20 123 25 40 internal_value=0 -0.261341 0.000155836 -1.01838e-05 0.000159669 -1.4454e-05 -0.000298119 0.173746 -0.000574783 0.377074 0.337922 -0.104242 0.141393 0.418653 -0.131957 internal_weight=0 117 134008 133949 133915 133846 133588 212 133376 59 69 97 258 47 77 internal_count=134125 117 134008 133949 133915 133846 133588 212 133376 59 69 97 258 47 77 cat_boundaries=0 5 cat_threshold=1048576 262146 4 0 139264 is_linear=0 shrinkage=0.01 Tree=369 num_leaves=17 num_cat=2 split_feature=8 0 6 3 4 25 24 26 2 26 6 5 26 6 4 8 split_gain=78345 137261 82187.8 149177 77190.9 52628.7 371450 89334.8 76006.3 71940.9 39050.8 33772.7 9416.21 2811.47 419.28 78.1124 threshold=574.83500000000015 60.461000000000006 783.48000000000013 1048.2900000000002 779.31175000000019 0 1 2022.5000000000002 1048.2900000000002 2022.5000000000002 1043.5418000000002 26.039500000000004 2022.5000000000002 24.588000000000005 1048.2900000000002 808.31735000000015 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 left_child=2 13 3 4 5 6 7 -1 11 -8 -4 -7 -6 15 -14 -2 right_child=1 -3 10 -5 12 8 9 -9 -10 -11 -12 -13 14 -15 -16 -17 leaf_value=0.37166418613087049 -0.1201650484792284 -1.0130406147390605 0.59391025459065161 -0.66231359832427072 0.16379667119546368 -0.0012218431976962049 0.034886982917785643 0.96885166085284702 0.49480555626653855 -0.39331379531265853 0.073277408885955811 0.030740698850691705 0.38262756407260895 0.0024363509416580201 0.44248517875671389 -0.14032430851459504 leaf_weight=55 37 20 34 34 22 130165 80 46 31 77 25 3392 22 20 25 40 leaf_count=55 37 20 34 34 22 130165 80 46 31 77 25 3392 22 20 25 40 internal_value=0 -0.258728 0.000154277 -1.00821e-05 0.000158072 -1.43097e-05 0.139979 0.585664 -0.000295138 -0.164636 0.373303 -0.000410078 0.334543 -0.1032 0.414467 -0.130637 internal_weight=0 117 134008 133949 133915 133846 258 101 133588 157 59 133557 69 97 47 77 internal_count=134125 117 134008 133949 133915 133846 258 101 133588 157 59 133557 69 97 47 77 cat_boundaries=0 5 6 cat_threshold=1048576 262146 4 0 139264 3172 is_linear=0 shrinkage=0.01 Tree=370 num_leaves=23 num_cat=0 split_feature=5 3 1 5 3 3 8 17 18 5 0 21 4 3 15 3 26 1 3 12 3 18 split_gain=96208.5 747128 173203 328179 96962.7 95150.8 119300 87127.1 83188.8 78677.7 48651.8 120396 77509.9 65992 59763.9 54500.4 43945 38406.6 15655.4 14230.3 5061.76 403.843 threshold=172.35100000000003 442.27000000000004 166.69750000000002 366.02500000000003 1048.2900000000002 232.66575000000003 91.640000000000015 39.259750000000004 289.21500000000009 254.97775000000004 91.825000000000003 21.802000000000003 364.99000000000007 400.30000000000007 6.295700000000001 364.99000000000007 2022.5000000000002 364.99000000000007 782.62500000000011 11.553000000000003 544.35000000000002 475.19100000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 5 -4 8 6 7 16 10 -8 13 12 14 15 -12 17 -2 -1 20 21 -15 -10 right_child=1 -3 3 -5 -6 -7 9 -9 19 -11 11 -13 -14 18 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.0011955631728424124 0.076031281260692557 1.8477792451282344 0.012867333566820301 1.5780287497384209 -0.52751316135270254 -0.62193869811037306 0.82208780717849739 0.63988478755950928 -0.25467470420034305 0.078006089528401698 0.048114157179015682 0.82336685490608219 0.64668599355788459 -0.19883597370197897 -0.24446288667313043 0.39323819075311933 -0.10180711559123463 -0.13025158189849936 -0.41620763231206825 -0.5303201808929443 -0.078289891438050707 -0.20915161973237995 leaf_weight=131402 230 24 37 21 35 23 30 20 38 27 1601 20 21 95 73 35 351 231 27 20 55 40 leaf_count=131402 230 24 37 21 35 23 30 20 38 27 1601 20 21 95 73 35 351 231 27 20 55 40 internal_value=0 0.111371 0.054979 0.579564 -0.00123969 0.0103007 0.0324003 -0.00906723 -0.00110188 0.469628 -0.000888173 0.0520307 0.0429294 -0.00157653 0.0353554 -0.00131713 -0.0314064 -0.00142204 -0.194537 -0.292348 -0.154636 -0.23133 internal_weight=0 763 739 58 133693 681 658 601 133658 57 133560 1715 1695 131845 1674 131668 581 131633 177 98 150 78 internal_count=134456 763 739 58 133693 681 658 601 133658 57 133560 1715 1695 131845 1674 131668 581 131633 177 98 150 78 is_linear=0 shrinkage=0.01 Tree=371 num_leaves=23 num_cat=3 split_feature=5 3 1 5 2 3 18 17 3 8 25 9 25 2 9 10 25 17 11 26 18 18 split_gain=94294 732260 169757 321649 98673.1 95033.1 81533.4 73173.5 50299.3 95574.8 44437.4 41711.3 211670 324458 52551 36037.9 35508.8 10216.7 1455.68 927.17 204.762 168.582 threshold=172.35100000000003 442.27000000000004 166.69750000000002 366.02500000000003 312.70000000000005 1048.2900000000002 289.21500000000009 63.912250000000014 232.66575000000003 94.790000000000006 0 13.016250000000001 1 8.0855000000000015 152.84000000000003 362.49400000000003 2 22.106500000000004 11.251250000000002 2022.5000000000002 520.79087500000014 374.62500000000006 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 9 2 2 2 2 2 left_child=5 2 4 -4 7 6 10 8 9 -2 19 15 13 -13 -14 16 -12 20 -17 -1 21 -8 right_child=1 -3 3 -5 -6 -7 17 -9 -10 -11 11 12 14 -15 -16 18 -18 -19 -20 -21 -22 -23 leaf_value=-0.1261023760671201 -0.048510515378327325 1.8293015044927596 0.012738645785563701 1.5622485070001511 0.68501817249116448 -0.52223801440852025 -0.22484043684872712 0.5557535362243653 -0.51211293915907541 0.44028142491052313 0.038072822735613625 0.076693444344516998 0.0066106442217427272 0.56015803259043462 -0.1129854444861412 -0.15023807803789774 -0.0021356898191189429 -0.46871282974878947 -0.24255575275421146 -0.16710144816704517 -0.21055574359564946 -0.26356051911478456 leaf_weight=115 574 24 37 21 21 35 22 22 21 43 2225 799 2524 168 430 117 127056 24 20 106 29 23 leaf_count=115 574 24 37 21 21 35 22 22 21 43 2225 799 2524 168 430 117 127056 24 20 106 29 23 internal_value=0 0.110257 0.0544292 0.573768 0.0101977 -0.00122729 -0.00109086 -0.0112738 -0.0308265 -0.0144456 -0.000879291 -0.000639102 0.0314935 0.159043 -0.010762 -0.00161268 -0.0014409 -0.289425 -0.163715 -0.139457 -0.231277 -0.244631 internal_weight=0 763 739 58 681 133693 133658 660 638 617 133560 133339 3921 967 2954 129418 129281 98 137 221 74 45 internal_count=134456 763 739 58 681 133693 133658 660 638 617 133560 133339 3921 967 2954 129418 129281 98 137 221 74 45 cat_boundaries=0 5 9 15 cat_threshold=1048576 67108866 0 0 131136 50364928 536871200 1024 2151677952 2147500032 262145 12288 25264256 167780864 2170913 is_linear=0 shrinkage=0.01 Tree=372 num_leaves=24 num_cat=1 split_feature=5 3 1 5 2 3 18 17 4 8 0 2 25 4 3 0 3 2 2 3 12 26 18 split_gain=92417.5 717688 166379 315248 96709.5 93142 79910.9 71717.4 58669.7 69012.2 47522.6 304910 172345 184916 64687.1 58825.6 53574 160679 30877.8 14437 13928.9 11565.9 396.302 threshold=172.35100000000003 442.27000000000004 166.69750000000002 366.02500000000003 312.70000000000005 1048.2900000000002 289.21500000000009 63.912250000000014 255.30450000000005 94.790000000000006 91.825000000000003 543.20000000000016 0 200.46000000000004 400.30000000000007 1083.9006000000002 336.88000000000005 1048.2900000000002 121.92880000000001 782.62500000000011 11.553000000000003 2022.5000000000002 475.19100000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=5 2 4 -4 7 6 10 8 9 -2 14 12 13 -12 16 -14 17 -1 19 -16 22 -18 -8 right_child=1 -3 3 -5 -6 -7 20 -9 -10 -11 11 -13 15 -15 18 -17 21 -19 -20 -21 -22 -23 -24 leaf_value=-0.0012628197889126313 -0.039067326703241895 1.8110085378090539 0.012611254099253063 1.5466259956359865 0.67816800526210241 -0.5170156311137335 -0.24928766112578543 0.55019597833806821 -0.44782736830413344 0.36385969996452333 0.13355828574382161 1.2211213453249499 -0.028918643404739357 0.96550302539552957 -0.10254775258627805 -0.51970139160156248 0.12073011984427771 -0.72129063052515829 -0.54317642179402437 -0.37403752575749932 -0.52196872758865354 0.40113629482294388 -0.20419160228967667 leaf_weight=131575 560 24 37 21 21 35 38 22 32 46 583 22 1057 28 132 25 24 31 22 23 20 38 40 leaf_count=131575 560 24 37 21 21 35 38 22 32 46 583 22 1057 28 132 25 24 31 22 23 20 38 40 internal_value=0 0.109155 0.0538849 0.56803 0.0100958 -0.00121499 -0.00107992 -0.0111611 -0.0305182 -0.00848211 -0.000870472 0.0514307 0.036231 0.168919 -0.00155079 -0.0398897 -0.00129397 -0.00143242 -0.192593 -0.142833 -0.28653 0.292592 -0.226161 internal_weight=0 763 739 58 681 133693 133658 660 638 606 133560 1715 1693 611 131845 1082 131668 131606 177 155 98 62 78 internal_count=134456 763 739 58 681 133693 133658 660 638 606 133560 1715 1693 611 131845 1082 131668 131606 177 155 98 62 78 cat_boundaries=0 6 cat_threshold=545308672 1052704 4194560 0 1 805306368 is_linear=0 shrinkage=0.01 Tree=373 num_leaves=30 num_cat=4 split_feature=5 3 24 1 3 18 4 4 9 6 3 5 0 2 25 24 3 0 3 2 25 1 6 2 3 12 5 5 18 split_gain=90578.4 703406 205672 333525 91288.5 78320.6 72577.5 181775 70595.6 88744.6 61327.6 49981.8 46576.9 298842 168916 257692 63399.8 57655 52658.6 157496 37475.8 66779.9 30326.6 30263.3 14149.7 13651.7 11055.3 9306.18 388.415 threshold=172.35100000000003 442.27000000000004 0 166.69750000000002 1048.2900000000002 289.21500000000009 52.107000000000006 171.81400000000002 49.122500000000009 43.302000000000007 50.738799999999998 254.97775000000004 91.825000000000003 543.20000000000016 1 2 400.30000000000007 1083.9006000000002 364.99000000000007 1048.2900000000002 3 5.6142500000000011 48.944250000000004 121.92880000000001 782.62500000000011 11.553000000000003 273.92500000000007 293.27220000000005 475.19100000000009 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=4 2 3 6 5 12 10 -8 20 -10 11 -2 16 14 15 -14 18 -16 19 -1 21 26 27 24 -18 28 -4 -22 -7 right_child=1 -3 8 -5 -6 25 7 -9 9 -11 -12 -13 13 -15 17 -17 23 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=-0.0012162729376224985 0.32924671802176053 1.7928983849287032 -0.073151468594868985 1.3692109489440918 -0.51184549828938075 -0.24679478544937936 1.1456450675881429 -0.14118167037055607 0.66128055289939602 -0.16555808944702149 -0.41431010246276856 0.007250691310219143 0.41591555954094428 1.2089102326739918 -0.028629458285550972 -0.0014348000197818406 -0.10152227393153941 -0.51450437622070311 0.38655017055783952 -0.71407772094972677 -0.040289718446446889 -0.8103196166242872 0.22850976668298245 -0.53774465582587505 -0.37029714864233265 -0.51674903964996344 -0.29737754999205124 -0.16075098270807811 -0.20214969426393509 leaf_weight=131602 83 24 45 25 35 38 23 21 27 25 22 115 241 22 1057 370 132 25 35 31 134 21 32 22 23 20 43 123 40 leaf_count=131602 83 24 45 25 35 38 23 21 27 25 22 115 241 22 1057 370 132 25 35 31 134 21 32 22 23 20 43 123 40 internal_value=0 0.108063 0.0533461 0.256394 -0.00120284 -0.00106912 0.160725 0.531478 -0.0809544 0.263762 0.0865749 0.142229 -0.000861767 0.0509164 0.0358687 0.16723 -0.00153528 -0.0394908 -0.00128103 -0.00138415 -0.128027 -0.278116 -0.0597287 -0.190668 -0.141405 -0.283665 -0.182716 -0.0979424 -0.2239 internal_weight=0 763 739 289 133693 133658 264 44 450 52 220 198 133560 1715 1693 611 131845 1082 131668 131633 398 109 289 177 155 98 88 257 78 internal_count=134456 763 739 289 133693 133658 264 44 450 52 220 198 133560 1715 1693 611 131845 1082 131668 131633 398 109 289 177 155 98 88 257 78 cat_boundaries=0 1 7 8 14 cat_threshold=1601 545308672 1052704 4194560 0 1 805306368 1306 4227072 131072 0 0 0 536870912 is_linear=0 shrinkage=0.01 Tree=374 num_leaves=27 num_cat=2 split_feature=5 17 9 2 18 12 25 8 5 4 5 10 2 0 4 4 25 5 4 2 4 12 9 10 10 18 split_gain=88775.3 212887 193475 385336 76689.6 65601.2 70453.2 147856 84151.3 120279 58743.5 49780.8 51678.9 53715.8 470623 48557.7 40474.1 35292.9 30548.5 29368.8 27925.8 13380 10022.2 3795.56 4503.61 380.686 threshold=172.35100000000003 126.38700000000001 81.106025000000017 78.708750000000009 289.21500000000009 22.341000000000005 0 108.20000000000002 366.02500000000003 93.927000000000007 293.27220000000005 396.4661000000001 1048.2900000000002 430.17000000000002 78.331000000000003 1048.2900000000002 1 293.27220000000005 97.386100000000013 65.05725000000001 55.571249999999999 11.553000000000003 77.265900000000016 747.99000000000012 543.20000000000016 475.19100000000009 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=4 2 5 10 11 6 8 17 18 -10 -4 12 13 15 19 16 -1 -8 -2 -15 22 25 23 24 -13 -6 right_child=1 -3 3 -5 21 -7 7 -9 9 -11 -12 20 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=-0.02230559948605669 -0.0072375550736551702 0.99630459785461423 -0.31126725487087081 1.6369887231743854 -0.24432683646678924 -0.41705088734626772 0.013477667980093174 0.7998724558353425 0.64929404752071096 -0.20613939339464363 0.42976200723648073 -0.11237795918545825 0.36794878357335142 -0.028222533375184166 1.6176403980255127 -0.47091038617220793 0.00036450776795377465 -0.18081773859584654 0.41094807863235472 0.36618388539268859 -0.51874965940202988 -0.51158154392242428 -0.31688121329183166 -0.17777296983834467 0.041426854804158211 -0.2001281954050064 leaf_weight=8396 138 26 23 23 38 32 189 20 65 22 20 47 38 187 20 22 124755 185 20 21 21 20 23 33 32 40 leaf_count=8396 138 26 23 23 38 32 189 20 65 22 20 47 38 187 20 22 124755 185 20 21 21 20 23 33 32 40 internal_value=0 0.106983 0.0756091 0.592225 -0.0011905 0.0247944 0.0469212 -0.0368974 0.176036 0.432978 0.0333975 -0.000985371 -0.000776654 -0.000881688 0.152478 -0.00114425 -0.00106663 -0.082631 0.0456973 0.0115973 -0.179517 -0.280828 -0.126747 -0.0877019 -0.0500773 -0.221661 internal_weight=0 763 737 66 133693 671 639 394 245 87 43 133595 133439 133401 228 133173 133151 374 158 208 156 98 135 112 79 78 internal_count=134456 763 737 66 133693 671 639 394 245 87 43 133595 133439 133401 228 133173 133151 374 158 208 156 98 135 112 79 78 cat_boundaries=0 5 11 cat_threshold=33587712 0 17408 0 16777216 1108475904 1141391362 2156134464 946339848 270700644 16909320 is_linear=0 shrinkage=0.01 Tree=375 num_leaves=17 num_cat=0 split_feature=18 10 0 6 0 10 9 9 9 10 10 1 26 0 10 0 split_gain=79193.3 71275.3 69412.9 100039 65321.6 48070 60746.5 67825 38653.3 15037.2 22292.3 8089.2 3319.15 17972.8 1297.33 1121.22 threshold=751.80750000000012 638.18750000000011 539.75000000000011 4.5285000000000011 478.01250000000005 396.4661000000001 1037.4750000000001 797.90800000000002 81.106025000000017 747.99000000000012 950.63250000000005 44.610000000000007 2022.5000000000002 1083.9006000000002 482.16800000000006 782.62500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 11 5 6 7 -1 14 -3 -11 12 15 -14 -7 -4 right_child=-2 9 3 -5 -6 8 -8 -9 -10 10 -12 -13 13 -15 -16 -17 leaf_value=-0.00038948139999935656 0.62877300643920897 0.52955716609954839 -0.062598778860909601 -0.8318235154585405 0.4036072596311569 -0.15307293109950565 0.53739673160371326 -0.54347522818523908 -0.58992266719991515 0.005630360941092173 0.44632631496949626 0.0678188740123402 -0.3494142733886838 0.027082416897728327 -0.071264909770753657 -0.14188551195206181 leaf_weight=133889 20 23 42 22 40 42 21 23 22 24 22 22 32 21 36 31 leaf_count=133889 20 23 42 22 40 42 21 23 22 24 22 22 32 21 36 31 internal_value=0 -0.000532377 -0.000697531 -0.202637 -0.00044148 -0.000562061 -0.000398422 -0.000482759 -0.219729 0.320784 0.216398 -0.109109 -0.140001 -0.200236 -0.115315 -0.0962685 internal_weight=0 134312 134243 170 134073 134033 133933 133912 100 69 46 148 126 53 78 73 internal_count=134332 134312 134243 170 134073 134033 133933 133912 100 69 46 148 126 53 78 73 is_linear=0 shrinkage=0.01 Tree=376 num_leaves=20 num_cat=1 split_feature=18 8 4 5 3 1 5 3 8 5 17 0 25 3 1 8 8 26 8 split_gain=77617.3 70567.4 112046 86675 885514 204676 175096 136115 79030.8 61100.1 58268.4 37752.2 38985.2 114147 64293.1 4485.61 3558.34 1839.04 37.4148 threshold=751.80750000000012 574.83500000000015 57.315000000000005 172.35100000000003 400.30000000000007 166.69750000000002 366.02500000000003 1048.2900000000002 65.449500000000015 254.97775000000004 39.259750000000004 782.62500000000011 0 782.62500000000011 126.32950000000001 808.31735000000015 675.58140000000014 2022.5000000000002 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 3 15 7 5 8 -7 11 10 -10 -5 12 14 -14 -1 16 -3 -13 -17 right_child=-2 2 -4 4 -6 6 -8 -9 9 -11 -12 17 13 -15 -16 18 -18 -19 -20 leaf_value=0.037000861972518478 0.62248525786399844 -0.12357952341437341 -0.93073739886283879 -0.059904555709929107 1.9970459604263306 0.2183591870772533 1.3692026481628419 -0.63356093462775731 0.64777466947032569 0.014715129534403484 0.48914727020263671 -0.27542199214299518 -0.0017210511801458448 0.73560085410163512 -0.17733767134567788 -0.16569665476679801 0.054311765587848164 -0.1769026435613632 -0.18404695130139589 leaf_weight=4016 20 22 20 576 24 39 20 34 31 30 20 36 129170 21 145 25 23 40 20 leaf_count=4016 20 22 20 576 24 39 20 34 31 30 20 36 129170 21 145 25 23 40 20 internal_value=0 -0.000527053 -0.253706 -0.000319532 0.107608 0.0442744 0.608476 -0.00091795 -0.0063921 0.336434 -0.04148 -0.00075674 -0.000629755 -0.00160108 0.0294609 -0.103255 -0.0326573 -0.22357 -0.173852 internal_weight=0 134312 110 134202 740 716 59 133462 657 61 596 133428 133352 129191 4161 90 45 76 45 internal_count=134332 134312 110 134202 740 716 59 133462 657 61 596 133428 133352 129191 4161 90 45 76 45 cat_boundaries=0 6 cat_threshold=4194304 394240 397460 151879680 167948864 18874369 is_linear=0 shrinkage=0.01 Tree=377 num_leaves=14 num_cat=0 split_feature=18 10 4 1 9 3 3 13 12 3 26 10 10 split_gain=76072.7 69543 75218.7 52073.2 49797.4 1.00781e+06 122451 46645.5 32820.9 17020.3 16569.4 14713.3 21760.6 threshold=751.80750000000012 638.18750000000011 1048.2900000000002 789.60480000000007 370.88500000000005 232.66575000000003 782.62500000000011 673.83140000000014 9.2375000000000025 1048.2900000000002 2022.5000000000002 747.99000000000012 950.63250000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 8 7 -1 -6 -8 -5 -3 -13 right_child=-2 11 -4 10 5 -7 9 -9 -10 -11 -12 12 -14 leaf_value=-0.00032445691051732417 0.61626042675971993 0.52337857930556586 -0.42894210466524452 -0.10344951461343203 -0.13416251747832669 2.2856159772872924 -0.2623697336230959 -0.31881782210391502 0.29643809229135515 -0.59530556286082548 -0.4037106910943985 0.0053709472219149266 0.44078006570989436 leaf_weight=133826 20 23 41 34 154 20 28 46 20 34 40 24 22 leaf_count=133826 20 23 41 34 154 20 28 46 20 34 40 24 22 internal_value=0 -0.000521782 -0.000684918 -0.000554081 -0.000407768 0.159691 -0.000639667 -0.000433895 -0.0846682 -0.444947 -0.265753 0.316866 0.21361 internal_weight=0 134312 134243 134202 134128 194 133934 133872 174 62 74 69 46 internal_count=134332 134312 134243 134202 134128 194 133934 133872 174 62 74 69 46 is_linear=0 shrinkage=0.01 Tree=378 num_leaves=19 num_cat=1 split_feature=18 8 5 3 1 5 3 8 5 17 22 9 25 3 1 8 8 8 split_gain=74558.9 69140.7 84739.8 863910 200592 172167 131082 77427.8 59904.2 57023.9 48715.1 42947.9 36579.8 76596 57187.7 2429.64 3619.75 2514.89 threshold=751.80750000000012 574.83500000000015 172.35100000000003 400.30000000000007 166.69750000000002 366.02500000000003 1048.2900000000002 65.449500000000015 254.97775000000004 39.259750000000004 231.57000000000002 8.1030000000000033 0 782.62500000000011 121.8798 1066.3056000000001 675.58140000000014 808.31735000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 6 4 7 -6 10 9 -9 -4 12 15 14 -14 -1 16 -3 -18 right_child=-2 11 3 -5 5 -7 -8 8 -10 -11 -12 -13 13 -15 -16 -17 17 -19 leaf_value=0.021891758706129895 0.61009780621528631 -0.24268238411843776 -0.059266870038894311 1.9726520005861918 0.2155509301332327 1.3567302684783937 -0.62173825881060429 0.64130016721064043 0.014466904004414876 0.48389008712768561 0.36205807402327256 -0.67028424210473903 -0.002397181407426288 0.60159338985170641 -0.14052005889179472 -0.25215768093154545 -0.0068691208051598601 -0.1504202423352175 leaf_weight=9263 20 20 576 24 39 20 34 31 30 20 37 20 123885 21 222 21 23 26 leaf_count=9263 20 20 576 24 39 20 34 31 30 20 37 20 123885 21 222 21 23 26 internal_value=0 -0.000516565 -0.000311152 0.106404 0.0438484 0.602391 -0.000902852 -0.0063099 0.333022 -0.0410401 -0.000744651 -0.251123 -0.000845285 -0.00229463 0.0180714 -0.157976 -0.129313 -0.0830391 internal_weight=0 134312 134202 740 716 59 133462 657 61 596 133428 110 133391 123906 9485 90 69 49 internal_count=134332 134312 134202 740 716 59 133462 657 61 596 133428 110 133391 123906 9485 90 69 49 cat_boundaries=0 6 cat_threshold=37748736 394241 399508 151883776 167948864 555745281 is_linear=0 shrinkage=0.01 Tree=379 num_leaves=17 num_cat=0 split_feature=18 10 8 9 3 3 0 0 2 2 9 10 10 7 8 8 split_gain=73075.2 67887.7 70150.8 64466.2 950910 158714 68706 50599 48972 43272.2 21305.7 14397.7 21201.4 5955.72 114.867 189.696 threshold=751.80750000000012 638.18750000000011 574.83500000000015 370.88500000000005 223.76500000000001 1048.2900000000002 539.75000000000011 478.01250000000005 12.987 101.59950000000002 797.90800000000002 747.99000000000012 950.63250000000005 5.6142500000000011 808.31735000000015 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 10 6 7 -1 -8 14 13 -3 -13 -5 -4 -16 right_child=-2 11 9 4 -6 -7 8 -9 -10 -11 -12 12 -14 -15 15 -17 leaf_value=-0.00041032789278670268 0.60399688673019414 0.51736168363819945 -0.17249794826274964 0.025903215489604253 2.1383625764196568 -0.67404299272809709 -0.13223185902132709 0.35983809550603235 -0.61378847045898444 -0.67679862308502192 -0.27798937125083728 0.005388042628765106 0.43516619552265517 -0.13704726778227708 -0.13099467434436082 -0.17231373122334481 leaf_weight=133713 20 23 41 99 22 35 136 39 25 20 39 24 22 29 25 20 leaf_count=133713 20 23 41 99 22 35 136 39 25 20 39 24 22 29 25 20 internal_value=0 -0.000511399 -0.000672581 -0.000469369 0.184087 -0.000729778 -0.000553798 -0.000305285 -0.207008 -0.257826 -0.0733625 0.313077 0.210934 -0.0110153 -0.16039 -0.149359 internal_weight=0 134312 134243 134137 189 133948 133913 133752 161 106 167 69 46 128 86 45 internal_count=134332 134312 134243 134137 189 133948 133913 133752 161 106 167 69 46 128 86 45 is_linear=0 shrinkage=0.01 Tree=380 num_leaves=11 num_cat=1 split_feature=3 9 18 13 11 0 25 3 10 11 split_gain=124958 91387 64785.8 58074.5 51500.5 46825.2 180165 87380.9 242.702 7.01555 threshold=1048.2900000000002 1037.4750000000001 520.79087500000014 673.83140000000014 549.10000000000002 24.018750000000004 0 544.35000000000002 27.246118000000006 756.4475000000001 decision_type=2 2 2 2 2 2 9 2 2 2 left_child=1 2 3 4 5 7 -7 -1 9 -6 right_child=-2 -3 -4 -5 8 6 -8 -9 -10 -11 leaf_value=-0.0019320820769502039 0.55769366455078129 0.6289782515816067 -0.37664101424424545 -0.342034846496582 -0.25055223018892347 0.10666343585712483 -0.01981256142763867 -0.3226634952601265 -0.28710760843186151 -0.24350853076347939 leaf_weight=129298 40 23 46 50 31 1846 2862 85 21 26 leaf_count=129298 40 23 46 50 31 1846 2862 85 21 26 internal_value=0 -0.00131258 -0.00142055 -0.00129195 -0.00116497 -0.00101554 0.029963 -0.00214279 -0.258046 -0.247339 internal_weight=0 134288 134265 134219 134169 134091 4708 129383 78 57 internal_count=134328 134288 134265 134219 134169 134091 4708 129383 78 57 cat_boundaries=0 6 cat_threshold=597721088 268571392 138413312 131104 4097 268437568 is_linear=0 shrinkage=0.01 Tree=381 num_leaves=9 num_cat=2 split_feature=3 9 18 13 17 25 24 2 split_gain=122471 89568.4 63496.6 56918.8 50947.6 36906.6 113763 69333.3 threshold=1048.2900000000002 1037.4750000000001 520.79087500000014 673.83140000000014 577.6975000000001 0 1 1048.2900000000002 decision_type=2 2 2 2 2 9 1 2 left_child=1 2 3 4 5 6 -1 -7 right_child=-2 -3 -4 -5 -6 7 -8 -9 leaf_value=0.22539192623951856 0.55211673545837403 0.6226885173631751 -0.37287460428217178 -0.3386144985198975 -0.38263290350777768 -0.0014906835835241895 -0.067754137570207776 0.47930328114827475 leaf_weight=262 40 23 46 50 35 133588 254 30 leaf_count=262 40 23 46 50 35 133588 254 30 internal_value=0 -0.00129939 -0.00140628 -0.00127897 -0.00115325 -0.00105371 0.0825466 -0.00138263 internal_weight=0 134288 134265 134219 134169 134134 516 133618 internal_count=134328 134288 134265 134219 134169 134134 516 133618 cat_boundaries=0 5 6 cat_threshold=0 262147 4 65536 33693696 1596 is_linear=0 shrinkage=0.01 Tree=382 num_leaves=14 num_cat=3 split_feature=3 9 18 11 0 25 24 3 25 0 26 10 11 split_gain=120034 87785.9 62233 55114.2 44554.1 175505 305933 85686.1 62563.1 48803.1 16480.2 243.818 0.298173 threshold=1048.2900000000002 1037.4750000000001 520.79087500000014 549.10000000000002 24.018750000000004 0 1 544.35000000000002 2 539.75000000000011 2022.5000000000002 27.246118000000006 756.4475000000001 decision_type=2 2 2 2 2 9 1 2 9 2 2 2 2 left_child=1 2 3 4 7 6 -6 8 -1 -7 -9 12 -5 right_child=-2 -3 -4 11 5 9 -8 10 -10 -11 -12 -13 -14 leaf_value=0.15572789821016836 0.54659562873840328 0.61646156808604369 -0.36914585870245226 -0.25065852716565135 0.39747526402672129 -0.013683241143057164 0.048007973832064191 -0.16838118430895685 -0.0023047882925325883 -0.27220461920897165 -0.44781498991924784 -0.28891731218858197 -0.24924548183168685 leaf_weight=241 40 23 46 32 290 2769 1576 39 129101 75 46 22 28 leaf_count=241 40 23 46 32 290 2769 1576 39 129101 75 46 22 28 internal_value=0 -0.00128628 -0.0013921 -0.00126606 -0.00110762 0.0291038 0.104149 -0.00220705 -0.00199847 -0.020429 -0.319604 -0.260441 -0.249999 internal_weight=0 134288 134265 134219 134137 4710 1866 129427 129342 2844 85 82 60 internal_count=134328 134288 134265 134219 134137 4710 1866 129427 129342 2844 85 82 60 cat_boundaries=0 6 7 12 cat_threshold=580943872 268571392 138413312 2147614752 4097 268437568 18 0 262144 4 65536 139264 is_linear=0 shrinkage=0.01 Tree=383 num_leaves=14 num_cat=0 split_feature=9 9 18 9 2 4 11 0 1 0 9 8 9 split_gain=85993.4 85030.8 61086.7 68408 438874 61251.2 58517.9 56862.9 148659 51390.1 40375.5 12537.8 12957.5 threshold=1037.4750000000001 797.90800000000002 520.79087500000014 370.88500000000005 24.1465 293.48250000000002 650.90000000000009 53.343499999999999 126.32950000000001 24.018750000000004 49.122500000000009 26.039500000000004 414.36000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 11 6 9 10 -9 -1 -7 12 -5 right_child=-2 -3 -4 4 -6 7 -8 8 -10 -11 -12 -13 -14 leaf_value=-0.0019017443868661606 0.61029695510864257 -0.56234484690207021 -0.36545439549114395 0.13883108993371329 1.4837748017518417 -0.052449413330357429 -0.33952427471385288 -0.92649649279458191 0.15852490414743839 0.031964286192120057 -0.51541697597503666 0.16764197458823521 -0.12648311876797977 leaf_weight=128988 23 27 46 24 23 324 51 28 23 4642 20 30 79 leaf_count=128988 23 27 46 24 23 324 51 28 23 4642 20 30 79 internal_value=0 -0.00121616 -0.00110333 -0.000978467 0.208307 -0.00122197 -0.00085457 -0.125564 -0.437173 -0.000725316 -0.0793661 -0.0122629 -0.0646623 internal_weight=0 134305 134278 134232 156 134076 133681 395 51 133630 344 133 103 internal_count=134328 134305 134278 134232 156 134076 133681 395 51 133630 344 133 103 is_linear=0 shrinkage=0.01 Tree=384 num_leaves=11 num_cat=1 split_feature=3 9 18 11 9 0 25 3 10 11 split_gain=117597 84327.1 59780.4 53022 42922.3 43511.9 170149 68622.2 236.944 1.51993 threshold=1048.2900000000002 1037.4750000000001 520.79087500000014 549.10000000000002 797.90800000000002 24.018750000000004 0 544.35000000000002 27.246118000000006 756.4475000000001 decision_type=2 2 2 2 2 2 9 2 2 2 left_child=1 2 3 4 5 7 -7 -1 9 -5 right_child=-2 -3 -4 8 -6 6 -8 -9 -10 -11 leaf_value=-0.001910240268154029 0.54102863883972174 0.60419398100479793 -0.36179985186328062 -0.24664507687091827 -0.41540175762176518 0.10691912667454989 -0.017340758328227436 -0.28782317167236693 -0.28352197126908735 -0.24345476184572495 leaf_weight=129320 40 23 46 32 25 1743 2965 84 22 28 leaf_count=129320 40 23 46 32 25 1743 2965 84 22 28 internal_value=0 -0.00126182 -0.00136554 -0.00124201 -0.00108661 -0.00100937 0.0288531 -0.00209583 -0.25545 -0.245156 internal_weight=0 134288 134265 134219 134137 134112 4708 129404 82 60 internal_count=134328 134288 134265 134219 134137 134112 4708 129404 82 60 cat_boundaries=0 6 cat_threshold=578846720 268571392 138413056 131072 4097 268437568 is_linear=0 shrinkage=0.01 Tree=385 num_leaves=22 num_cat=4 split_feature=2 5 3 25 3 3 5 6 6 26 24 1 5 26 24 17 25 5 5 5 5 split_gain=93660.3 93547.4 176498 65499.1 229091 97720.9 97450 130178 147265 98723.1 83691.9 45444.1 101537 78993.1 27342.4 55780.4 52600.6 21066 14831.5 14527.6 578.091 threshold=1048.2900000000002 545.08500000000015 9.3117500000000017 0 782.62500000000011 1048.2900000000002 211.90000000000003 442.89500000000004 650.90000000000009 2022.5000000000002 1 438.37500000000006 9.3037500000000026 2022.5000000000002 2 479.84000000000009 3 366.02500000000003 650.90000000000009 1066.3056000000001 783.48000000000013 decision_type=2 2 2 9 2 2 2 2 2 2 1 2 2 2 1 2 9 2 2 2 2 left_child=1 3 18 4 6 11 7 10 -9 -8 -1 14 13 -13 16 -16 -5 -11 -3 20 -20 right_child=-2 2 -4 5 -6 -7 9 8 -10 17 -12 12 -14 -15 15 -17 -18 -19 19 -21 -22 leaf_value=0.090005281817230914 -0.53221513097936457 -0.149017231464386 0.94093073010444639 0.019954172823615904 0.91785252525888639 -0.68335852123442153 0.22290623884934646 1.1223071894438372 0.11340306893373148 -0.36387038898468022 0.006553901912772964 0.32925007510433596 0.83783832550048831 -0.17774214400185478 -0.0061675658433865167 0.4760211650530497 -0.0016623441081414158 -0.73390953521728519 0.19533338950230528 -0.063451310205459605 0.26139776203367449 leaf_weight=1589 33 24 30 14582 29 21 26 23 39 40 4862 60 20 63 63596 24 49251 25 26 25 27 leaf_count=1589 33 24 30 14582 29 21 26 23 39 40 4862 60 20 63 63596 24 49251 25 26 25 27 internal_value=0 0.000597068 0.266679 0.000335446 0.0309492 -0.00125806 0.0271014 0.0316421 0.487674 -0.297879 0.0272592 -0.00114589 0.177021 0.0695711 -0.00134579 -0.00598472 0.00327808 -0.506193 0.0683697 0.135258 0.228989 internal_weight=0 134382 132 134250 6633 127617 6604 6513 62 91 6451 127596 143 123 127453 63620 63833 65 102 78 53 internal_count=134415 134382 132 134250 6633 127617 6604 6513 62 91 6451 127596 143 123 127453 63620 63833 65 102 78 53 cat_boundaries=0 6 7 8 14 cat_threshold=32768 262147 266244 273219584 33697856 2097153 1060 1142 593510912 68291072 1107296704 142770336 134236160 805453840 is_linear=0 shrinkage=0.01 Tree=386 num_leaves=25 num_cat=2 split_feature=2 5 7 4 25 18 5 5 5 24 7 1 5 18 7 9 5 5 1 18 7 1 5 18 split_gain=91796.5 91685.7 174218 64213.9 64201.5 117615 123948 109858 123119 79394.2 44411.3 39679.2 102649 41697.5 31577 31756.1 30296.7 26831.8 20946.3 7519.17 3226.66 3003.23 629.78 519.32 threshold=1048.2900000000002 545.08500000000015 24.177000000000003 80.637750000000025 0 342.98550000000006 254.97775000000004 172.35100000000003 174.86250000000004 1 12.784500000000003 438.37500000000006 9.3037500000000026 233.76189000000002 483.07500000000005 678.37500000000011 650.90000000000009 401.66700000000003 481.77300000000008 475.19100000000009 783.48000000000013 789.60480000000007 783.48000000000013 299.53125000000006 decision_type=2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 16 5 6 7 9 -9 -1 17 13 18 14 15 -6 -3 -8 -13 23 -16 -20 -18 -15 right_child=-2 2 -4 -5 11 -7 10 8 -10 -11 -12 12 -14 19 20 -17 22 -19 21 -21 -22 -23 -24 -25 leaf_value=-0.021339284319221226 -0.52689297285946934 -0.35116007486979167 1.0992513770148868 0.56393226986130085 -0.0010760061835281146 0.64520474218553125 -0.39879869079589847 1.0515378908677535 0.12421651421523676 0.053040792839907057 -0.77821004867553711 0.3160683135986328 0.82945994758605968 -0.12389378929138184 -0.26996659613790969 -0.31613592911511662 0.044065097173055012 0.053343671162923177 -0.053231156996246115 -0.34663800039570092 -0.12984828276214777 0.059011061429977418 0.1082800697145008 -0.17663913401961329 leaf_weight=2143 33 21 21 24 127270 31 35 22 41 4320 20 25 20 35 42 32 24 21 59 27 27 40 42 40 leaf_count=2143 33 21 21 24 127270 31 35 22 41 4320 20 25 20 35 42 32 24 21 59 27 27 40 42 40 internal_value=0 0.000591183 0.264012 0.105994 0.000332177 0.0306412 0.0278019 0.0324778 0.448043 0.0284269 -0.37371 -0.00124546 0.164658 -0.00143297 -0.00127112 -0.0011552 -0.0203338 -0.229245 0.0574315 -0.20354 -0.215138 -0.00788077 0.0849292 -0.152025 internal_weight=0 134382 132 111 134250 6633 6602 6526 63 6463 76 127617 144 127473 127371 127302 87 56 124 102 69 99 66 75 internal_count=134415 134382 132 111 134250 6633 6602 6526 63 6463 76 127617 144 127473 127371 127302 87 56 124 102 69 99 66 75 cat_boundaries=0 6 7 cat_threshold=32768 262147 266244 273219584 33697856 2097153 2241 is_linear=0 shrinkage=0.01 Tree=387 num_leaves=21 num_cat=1 split_feature=2 5 0 25 3 18 5 26 3 2 3 18 3 3 6 5 18 5 18 5 split_gain=89969.8 89861.2 219859 62925.8 224372 116742 109280 108860 95750 64297.8 61749.7 36828.7 32620.6 57696.4 52080 26118.7 4069.89 1485.34 291.395 203.3 threshold=1048.2900000000002 545.08500000000015 25.333500000000004 0 782.62500000000011 342.98550000000006 211.90000000000003 2022.5000000000002 1048.2900000000002 397.42490000000004 16.765710000000002 233.76189000000002 316.16700000000009 134.02375000000004 75.646250000000023 783.48000000000013 426.32200000000006 650.90000000000009 289.21500000000009 1066.3056000000001 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 4 5 6 9 -8 11 -1 15 12 13 -5 -14 17 18 -3 -13 -17 right_child=-2 2 -4 8 -6 -7 7 -9 -10 -11 -12 16 14 -15 -16 19 -18 -19 -20 -21 leaf_value=0.031827656621586271 -0.52162404609448987 -0.25978783970787411 1.2271541187763213 -0.0012153588134598422 0.90805558836665656 0.63875271381870391 0.22322693861447851 -0.54409524440765378 -0.67642014821370444 -0.2646384749702505 0.57769781453268876 -0.11650592689160946 -0.06748038765788078 0.097903742101990571 -0.5515878446578979 0.1595445810317993 -0.27166975344482219 -0.14346463742463486 -0.15924241438890116 0.11786370960148899 leaf_weight=6409 33 21 20 126677 29 31 26 64 21 74 21 27 200 590 25 25 38 23 39 22 leaf_count=6409 33 21 20 126677 29 31 26 64 21 74 21 27 200 590 25 25 38 23 39 22 internal_value=0 0.000585295 0.261372 0.000328879 0.0303352 0.0265269 0.0236394 -0.322424 -0.00123301 0.0284437 0.0889111 -0.00112198 -0.000968536 -0.00075585 -0.12127 -0.0238859 -0.189227 -0.198983 -0.141759 0.140034 internal_weight=0 134382 132 134250 6633 6604 6573 90 127617 6483 112 127596 127492 127267 225 91 104 44 66 47 internal_count=134415 134382 132 134250 6633 6604 6573 90 127617 6483 112 127596 127492 127267 225 91 104 44 66 47 cat_boundaries=0 6 cat_threshold=32768 262147 266244 273219584 33697856 2097153 is_linear=0 shrinkage=0.01 Tree=388 num_leaves=22 num_cat=3 split_feature=2 5 0 25 3 18 5 0 3 24 3 1 26 18 24 5 18 1 5 5 1 split_gain=88179.4 88072.9 215484 61751.7 188581 115297 105941 105595 89826.6 88022.2 60520.9 50998.4 106996 40058.7 27522.4 25599 7282.35 5450.5 1455.79 199.255 158.896 threshold=1048.2900000000002 545.08500000000015 25.333500000000004 0 782.62500000000011 342.98550000000006 211.90000000000003 5.0080000000000009 1048.2900000000002 1 16.765710000000002 438.37500000000006 2022.5000000000002 233.76189000000002 2 783.48000000000013 475.19100000000009 543.20000000000016 650.90000000000009 1066.3056000000001 543.20000000000016 decision_type=2 2 2 9 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 left_child=1 3 10 4 5 6 9 -8 11 -1 15 13 17 14 -5 18 -15 -13 -3 -17 -14 right_child=-2 2 -4 8 -6 -7 7 -9 -10 -11 -12 12 20 16 -16 19 -18 -19 -20 -21 -22 leaf_value=0.0636639742001745 -0.51640781388138279 -0.25718996047973636 1.214882570028305 0.003300484831710384 0.79276958514936269 0.63236517506261025 -0.13967647963762284 -0.95206285762786869 -0.67155018806457523 -0.0024813810028383714 0.57192086648373375 0.39197763824462889 -0.089292840560277309 -0.14893090740044912 -0.0060621356885376537 0.1579491430282593 -0.34045492492340229 0.57690792088999465 -0.14202999322310739 0.11668507749384099 -0.057990137577056892 leaf_weight=3458 33 21 20 62890 32 31 80 20 20 4798 21 30 24 75 62681 25 27 34 23 22 50 leaf_count=3458 33 21 20 62890 32 31 80 20 20 4798 21 30 24 75 62681 25 27 34 23 22 50 internal_value=0 0.000579442 0.258758 0.00032559 0.026529 0.0236371 0.0213787 -0.302154 -0.0014296 0.0252975 0.088022 -0.00132319 0.190809 -0.00153416 -0.00137325 -0.023647 -0.199628 0.490222 -0.196993 0.138634 -0.0681424 internal_weight=0 134382 132 134250 8419 8387 8356 100 125831 8256 112 125811 138 125673 125571 91 102 64 44 47 74 internal_count=134415 134382 132 134250 8419 8387 8356 100 125831 8256 112 125811 138 125673 125571 91 102 64 44 47 74 cat_boundaries=0 6 7 8 cat_threshold=32768 67371011 274436 290000896 167915584 2121873 1324 1142 is_linear=0 shrinkage=0.01 Tree=389 num_leaves=27 num_cat=2 split_feature=2 5 0 25 0 9 4 6 6 24 1 5 18 7 9 0 0 0 1 18 4 5 7 1 5 18 split_gain=86424.6 86320.2 211196 60598.4 117372 326196 93184 90247.5 162780 79840.3 38111.5 100792 39311 30801.5 31089 25289.6 62671.7 56822.9 20424.7 7137.43 3891.51 4210.46 3208.9 2979.82 563.51 497.69 threshold=1048.2900000000002 545.08500000000015 25.333500000000004 0 292.11750000000001 10.905000000000003 543.53000000000009 442.89500000000004 650.90000000000009 1 438.37500000000006 9.3037500000000026 233.76189000000002 483.07500000000005 678.37500000000011 539.75000000000011 430.17000000000002 782.62500000000011 481.77300000000008 475.19100000000009 12.359700000000002 783.48000000000013 783.48000000000013 789.60480000000007 650.90000000000009 299.53125000000006 decision_type=2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 20 4 6 15 7 9 -9 -1 12 18 13 14 -5 16 -6 -17 -12 25 21 24 -15 -20 -3 -14 right_child=-2 2 -4 10 5 -7 -8 8 -10 -11 11 -13 19 22 -16 17 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 leaf_value=-0.027056011227520067 -0.51124371904315369 0.22055740625961967 1.2027337460517884 -0.0010441233816635225 0.046502151586571519 1.495273845076561 -0.44055668121160468 1.0723921684596851 -0.016875237857594209 0.047895044859626611 0.31052694702148437 0.82014302062988276 -0.1199027967793601 -0.26713880306908061 -0.31277738191187382 -0.32406111471114624 0.67926383889239772 0.30343787793759947 -0.054536403660046855 -0.3370503705739975 -0.022819550541043281 0.046730840035847258 -0.12740682625108296 0.05726738971471787 0.14976578625765713 -0.17153804723732172 leaf_weight=2125 33 23 20 127270 49 20 43 23 34 4258 25 20 35 42 32 31 23 27 59 27 25 42 27 40 22 40 leaf_count=2125 33 23 20 127270 49 20 43 23 34 4258 25 20 35 42 32 31 23 27 59 27 25 42 27 40 22 40 internal_value=0 0.000573691 0.256171 0.000322378 0.0297686 0.306361 0.0234149 0.0265128 0.422654 0.0229753 -0.00121035 0.161383 -0.00139412 -0.00123697 -0.00112248 0.123451 0.248634 -0.0319495 0.0551308 -0.197632 0.0871417 0.11874 -0.212461 -0.00936315 0.185948 -0.147442 internal_weight=0 134382 132 134250 6633 150 6483 6440 57 6383 127617 144 127473 127371 127302 130 72 58 124 102 112 87 69 99 45 75 internal_count=134415 134382 132 134250 6633 150 6483 6440 57 6383 127617 144 127473 127371 127302 130 72 58 124 102 112 87 69 99 45 75 cat_boundaries=0 6 7 cat_threshold=32768 262147 266244 273219584 33697856 2097153 449 is_linear=0 shrinkage=0.01 Tree=390 num_leaves=16 num_cat=2 split_feature=3 1 1 2 2 0 25 24 7 2 1 26 1 1 26 split_gain=105649 61772.3 77660.3 287529 172113 44267.5 43993.4 140968 49434.2 32232.4 31442.7 25910.4 20120.1 15104.5 7414.05 threshold=1048.2900000000002 650.90000000000009 438.37500000000006 91.078750000000014 1048.2900000000002 782.62500000000011 0 1 442.89500000000004 26.787500000000005 481.77300000000008 2022.5000000000002 1066.3056000000001 543.20000000000016 2022.5000000000002 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 4 10 5 6 7 -1 -8 11 -4 -3 -13 -12 -7 right_child=-2 9 3 -5 -6 14 8 -9 -10 -11 13 12 -14 -15 -16 leaf_value=-0.10942493527140838 0.5072991017888232 0.014941874045006773 0.28334570063485037 1.347367654800415 -0.6823748650421968 0.13345074562465445 -0.001059639425762326 0.15513936342644344 0.18242314500670856 -0.59495082092285156 -0.2234486696455214 -0.11576584641750043 -0.51308827095031739 0.066230251126819198 0.33317326475934289 leaf_weight=292 41 47 36 20 37 34 132829 607 147 20 36 26 25 36 41 leaf_count=292 41 47 36 20 37 34 132829 607 147 20 36 26 25 36 41 internal_value=0 -0.000401215 -0.000199996 0.245999 -0.000435195 -0.000246828 -0.000382894 0.068949 -0.000856742 -0.229101 0.0420424 -0.154437 -0.310532 -0.0786092 0.242632 internal_weight=0 134233 134115 128 133987 133950 133875 899 132976 118 108 98 51 72 75 internal_count=134274 134233 134115 128 133987 133950 133875 899 132976 118 108 98 51 72 75 cat_boundaries=0 5 6 cat_threshold=0 3 4100 151060480 139264 2098 is_linear=0 shrinkage=0.01 Tree=391 num_leaves=17 num_cat=0 split_feature=1 1 5 1 14 14 6 6 18 10 1 1 13 14 18 1 split_gain=73001.3 79892.7 208147 126595 41106.5 44877.3 39171.3 92220.8 53423.1 38751.2 15802.3 12160.4 5508.61 2147.2 1903.88 1411.82 threshold=650.90000000000009 438.37500000000006 55.624050000000011 481.77300000000008 449.47000000000008 367.37500000000006 783.48000000000013 1043.5418000000002 426.32200000000006 245.66750000000005 1066.3056000000001 543.20000000000016 27.248500000000003 648.37500000000011 578.38750000000016 789.60480000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 5 6 8 -8 9 -1 15 -5 13 -6 -10 -2 right_child=10 2 -4 11 12 -7 7 -9 14 -11 -12 -13 -14 -15 -16 -17 leaf_value=9.4597771910408398e-05 -0.37448994063042307 0.52517451736662124 1.0482262523357684 -0.34280586663414453 -0.21528285330533983 0.38032296169188712 0.60095481612465596 -0.23489365881139582 -0.23841752269172245 -0.10664348338181671 -0.087488800839680012 -0.073332873546715943 -0.34518773469057951 -0.10803155050958907 -0.35132990837097167 -0.28977147397540864 leaf_weight=133441 37 36 26 34 40 31 33 22 28 341 41 33 22 35 32 42 leaf_count=133441 37 36 26 34 40 31 33 22 28 341 41 33 22 35 32 42 internal_value=0 -2.31701e-05 0.248719 0.0469019 -0.000262586 -0.000113543 -0.000201622 0.266615 -0.000311266 -0.000177469 -0.24678 -0.21008 -0.206047 -0.165232 -0.298637 -0.32945 internal_weight=0 134154 129 103 134025 133928 133897 55 133842 133782 120 67 97 75 60 79 internal_count=134274 134154 129 103 134025 133928 133897 55 133842 133782 120 67 97 75 60 79 is_linear=0 shrinkage=0.01 Tree=392 num_leaves=16 num_cat=2 split_feature=3 1 1 2 2 0 25 24 7 2 1 26 1 1 26 split_gain=103487 59226.6 74607.8 280114 168580 43401.8 43133.6 138250 48531.9 31536.6 29716 25496.2 19962.4 14565.3 7272.64 threshold=1048.2900000000002 650.90000000000009 438.37500000000006 91.078750000000014 1048.2900000000002 782.62500000000011 0 1 442.89500000000004 26.787500000000005 481.77300000000008 2022.5000000000002 1066.3056000000001 543.20000000000016 2022.5000000000002 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 4 10 5 6 7 -1 -8 11 -4 -3 -13 -12 -7 right_child=-2 9 3 -5 -6 14 8 -9 -10 -11 13 12 -14 -15 -16 leaf_value=-0.10837135986776542 0.50208257285560054 0.017541188065041888 0.27438874244689943 1.3281889638900757 -0.67533267981297262 0.13211529121679419 -0.0010467253536465329 0.153629979032365 0.18075377752079444 -0.58621165370941164 -0.21971810738245648 -0.11131946141903218 -0.50708249816894535 0.064743542141384544 0.32992394435696482 leaf_weight=292 41 47 36 20 37 34 132829 607 147 20 36 26 25 36 41 leaf_count=292 41 47 36 20 37 34 132829 607 147 20 36 26 25 36 41 internal_value=0 -0.000394688 -0.000197658 0.241115 -0.000428188 -0.000241764 -0.000376494 0.0682745 -0.000845688 -0.224332 0.0398047 -0.150479 -0.305321 -0.0774873 0.240251 internal_weight=0 134233 134115 128 133987 133950 133875 899 132976 118 108 98 51 72 75 internal_count=134274 134233 134115 128 133987 133950 133875 899 132976 118 108 98 51 72 75 cat_boundaries=0 5 6 cat_threshold=0 3 4100 151060480 139264 2098 is_linear=0 shrinkage=0.01 Tree=393 num_leaves=17 num_cat=2 split_feature=1 1 5 1 14 14 5 17 24 4 25 1 1 13 14 1 split_gain=70311.1 76763.9 202618 122639 40384.8 43986 38513.1 237511 199498 41085.8 33757.6 15758.5 11718.7 5403.72 2106.08 1385.3 threshold=650.90000000000009 438.37500000000006 55.624050000000011 481.77300000000008 449.47000000000008 367.37500000000006 172.35100000000003 126.38700000000001 0 1048.2900000000002 1 1066.3056000000001 543.20000000000016 27.248500000000003 648.37500000000011 789.60480000000007 decision_type=2 2 2 2 2 2 2 2 1 2 9 2 2 2 2 2 left_child=1 4 3 -3 5 6 9 8 -8 10 -1 15 -5 14 -6 -2 right_child=11 2 -4 12 13 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.034126646502653991 -0.36936029507501711 0.51542254500918916 1.0326181265024039 -0.33854642783894257 -0.21337191608548164 0.37653020539591386 0.33398915656815376 1.0299993858337402 -0.055129642631463284 0.35221045349583485 -0.0014104229970017365 -0.083119555450067287 -0.074012698693708939 -0.34203671905127436 -0.10715235206059047 -0.28544125409353349 leaf_weight=2719 37 36 26 34 40 31 163 25 546 33 130411 41 33 22 35 42 leaf_count=2719 37 36 26 34 40 31 163 25 546 33 130411 41 33 22 35 42 internal_value=0 -2.23883e-05 0.243801 0.0446817 -0.00025707 -0.00010934 -0.000196541 0.0720409 0.0382624 -0.000594716 -0.000682169 -0.24219 -0.208254 -0.204227 -0.163803 -0.324745 internal_weight=0 134154 129 103 134025 133928 133897 734 709 133163 133130 120 67 97 75 79 internal_count=134274 134154 129 103 134025 133928 133897 734 709 133163 133130 120 67 97 75 79 cat_boundaries=0 1 7 cat_threshold=529 4456448 67108867 4100 155516928 33718336 2162688 is_linear=0 shrinkage=0.01 Tree=394 num_leaves=17 num_cat=0 split_feature=1 1 2 2 0 4 14 14 2 1 2 26 1 1 26 26 split_gain=68912.1 75236.2 275371 165357 42343.4 53915.1 39658 48711.8 37994.6 28071.2 27392.3 17054.7 19806.7 14045.5 7099.58 3553.63 threshold=650.90000000000009 438.37500000000006 91.078750000000014 1048.2900000000002 782.62500000000011 779.31175000000019 449.47000000000008 367.37500000000006 21.745000000000005 481.77300000000008 26.787500000000005 2022.5000000000002 1066.3056000000001 543.20000000000016 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 4 5 6 7 -1 -8 -3 11 -2 -13 -11 -6 -7 right_child=10 2 -4 -5 14 15 8 -9 -10 13 -12 12 -14 -15 -16 -17 leaf_value=-2.45941159143528e-06 -0.038967880326874406 0.26562864038679335 1.289133952004569 -0.66867489370139865 0.13063131640939152 -0.19015561761679473 -0.098150108174273831 0.4029976388911406 -0.57869088371594746 -0.21603985892401803 -0.57760603618621831 -0.10696453598829417 -0.50118048095703127 0.06329924676153395 0.32607226441546183 -0.33720191132454647 leaf_weight=133717 49 36 21 37 34 27 76 30 21 36 20 26 25 36 41 42 leaf_count=133717 49 36 21 37 34 27 76 30 21 36 20 26 25 36 41 42 internal_value=0 -2.19322e-05 0.241363 -0.000254267 -6.96861e-05 -0.000202725 -5.86567e-05 8.79352e-05 -0.202185 0.0376293 -0.239768 -0.1722 -0.300208 -0.0763703 0.237472 -0.279662 internal_weight=0 134154 129 134025 133988 133913 133844 133747 97 108 120 100 51 72 75 69 internal_count=134274 134154 129 134025 133988 133913 133844 133747 97 108 120 100 51 72 75 69 is_linear=0 shrinkage=0.01 Tree=395 num_leaves=9 num_cat=0 split_feature=3 18 4 7 11 5 3 2 split_gain=247848 56469.1 52912.2 42392.3 51727.3 39264.8 204379 48679.9 threshold=1048.2900000000002 678.28640000000007 1048.2900000000002 1042.2668000000001 756.4475000000001 366.02500000000003 232.66575000000003 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 right_child=-2 -3 -4 -5 -6 6 -8 -9 leaf_value=0.00056923359285666701 0.86743270960721108 0.4666832182957576 0.39504473020048703 -0.41124657018631694 0.3744309971783612 -0.040615462631886382 -1.094175032364612 0.25712333031602808 leaf_weight=133820 33 26 34 25 37 232 20 74 leaf_count=133820 33 26 34 25 37 232 20 74 internal_value=0 0.000692896 0.000602643 0.000502716 0.00057943 0.000476314 -0.124231 0.000711025 internal_weight=0 134268 134242 134208 134183 134146 252 133894 internal_count=134301 134268 134242 134208 134183 134146 252 133894 is_linear=0 shrinkage=0.01 Tree=396 num_leaves=19 num_cat=4 split_feature=3 18 25 24 26 9 25 6 9 12 9 6 0 25 0 3 26 26 split_gain=242915 55345.4 50694.1 318656 68655.4 40006.9 213846 193261 150110 142320 100649 69830 43227.6 36959.3 98253.4 56181.1 31373.3 9793.99 threshold=1048.2900000000002 678.28640000000007 0 1 2022.5000000000002 9.0802500000000013 2 442.89500000000004 81.106025000000017 80.489000000000019 16.855351500000005 442.89500000000004 155.86500000000004 3 782.62500000000011 400.30000000000007 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 1 2 2 9 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 -1 11 8 9 10 -8 -7 13 16 14 -4 -15 -13 -5 right_child=-2 -3 5 17 -6 6 7 -9 -10 -11 -12 12 -14 15 -16 -17 -18 -19 leaf_value=0.3366459711274104 0.85875839060003101 0.46201639542212852 0.0098400199240819882 -0.078904239370467824 0.81831917060996007 0.82730634307861328 0.001994998218416642 0.87743149940784171 0.97842817208705812 0.30114923237309316 0.0027929841321811346 0.078872933274223692 -0.64626719188690185 -0.0028580738938697617 0.54005425889151437 -0.25855440064225088 -0.24987321398993759 -0.22796506962144233 leaf_weight=67 33 26 24366 94 53 20 4394 26 39 165 57 42 20 104601 35 86 94 83 leaf_count=67 33 26 24366 94 53 20 4394 26 39 165 57 42 20 104601 35 86 94 83 internal_value=0 0.000685967 0.000596616 0.128951 0.507125 0.000302362 0.0289583 0.0176864 0.435429 0.012822 0.216952 -0.000739918 -0.212184 -0.000484392 0.0105962 -0.00306783 -0.148349 -0.140845 internal_weight=0 134268 134242 297 120 133945 4701 4585 116 4559 77 129244 156 129088 24401 104687 136 177 internal_count=134301 134268 134242 297 120 133945 4701 4585 116 4559 77 129244 156 129088 24401 104687 136 177 cat_boundaries=0 5 6 10 16 cat_threshold=1048576 262146 0 128 139264 3220 33554432 536870912 0 2147483648 2147795072 1179649 411152 1895956512 134222336 593502369 is_linear=0 shrinkage=0.01 Tree=397 num_leaves=13 num_cat=2 split_feature=3 18 4 25 26 9 25 6 9 6 11 0 split_gain=238081 54244 51606.3 55705.8 200027 37391.8 210288 154597 147123 71768 53877.1 41762 threshold=1048.2900000000002 678.28640000000007 1048.2900000000002 0 2022.5000000000002 9.0802500000000013 1 442.89500000000004 81.106025000000017 442.89500000000004 756.4475000000001 155.86500000000004 decision_type=2 2 2 9 2 2 9 2 2 2 2 2 left_child=1 2 3 4 -1 9 8 -8 -7 10 -5 -11 right_child=-2 -3 -4 5 -6 6 7 -9 -10 11 -12 -13 leaf_value=-0.14038480857322955 0.85017083500370827 0.45739623509920563 0.39013488040250893 -0.00053402704301232934 0.75375199447978636 0.21478278107457346 0.012573403281731392 0.80110195713043209 0.96864386876424147 -0.15129651609542114 0.4381686694281442 -0.63980451393127435 leaf_weight=58 33 26 34 129214 44 77 4563 25 39 140 28 20 leaf_count=58 33 26 34 129214 44 77 4563 25 39 140 28 20 internal_value=0 0.000679107 0.00059065 0.000491964 0.223418 0.000305726 0.0280007 0.0168334 0.431074 -0.000701014 -0.000438983 -0.21236 internal_weight=0 134268 134242 134208 102 134106 4704 4588 116 129402 129242 160 internal_count=134301 134268 134242 134208 102 134106 4704 4588 116 129402 129242 160 cat_boundaries=0 5 9 cat_threshold=0 2 0 0 8192 33554432 536870912 0 2147483648 is_linear=0 shrinkage=0.01 Tree=398 num_leaves=11 num_cat=1 split_feature=3 18 4 25 26 2 3 2 17 17 split_gain=233344 53164.6 50579.3 54597.2 196046 42540 465354 97871.8 36664.7 63645.7 threshold=1048.2900000000002 678.28640000000007 1048.2900000000002 0 2022.5000000000002 543.20000000000016 25.511000000000006 1048.2900000000002 678.28640000000007 383.35000000000008 decision_type=2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 -1 8 7 -7 9 -5 right_child=-2 -3 -4 5 -6 6 -8 -9 -10 -11 leaf_value=-0.1389809666008785 0.84166913697213841 0.45282226782578688 0.38623353158726409 5.4725646897684463e-05 0.7462144426866012 0.027678730332333111 1.2377805268764497 -0.67792005224227914 -0.33833730816841129 0.33724986629826681 leaf_weight=58 33 26 34 133869 44 92 32 25 32 56 leaf_count=58 33 26 34 133869 44 92 32 25 32 56 internal_value=0 0.000672316 0.000584744 0.000487044 0.221183 0.000302668 0.169177 -0.12309 0.000114852 0.000195722 internal_weight=0 134268 134242 134208 102 134106 149 117 133957 133925 internal_count=134301 134268 134242 134208 102 134106 149 117 133957 133925 cat_boundaries=0 5 cat_threshold=0 2 0 0 8192 is_linear=0 shrinkage=0.01 Tree=399 num_leaves=9 num_cat=0 split_feature=3 18 4 7 11 5 3 2 split_gain=228700 52106.6 49572.8 41862.4 49642.7 38771 200242 47337.8 threshold=1048.2900000000002 678.28640000000007 1048.2900000000002 1042.2668000000001 756.4475000000001 366.02500000000003 232.66575000000003 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 right_child=-2 -3 -4 -5 -6 6 -8 -9 leaf_value=0.00055079788159636243 0.83325240901022246 0.44829403418761032 0.38237115958157708 -0.40868572968244549 0.36679945224040261 -0.040698331840143639 -1.0835418557822705 0.25354367848989123 leaf_weight=133820 33 26 34 25 37 232 20 74 leaf_count=133820 33 26 34 25 37 232 20 74 internal_value=0 0.000665593 0.000578896 0.000482174 0.000558407 0.000457391 -0.123464 0.000690621 internal_weight=0 134268 134242 134208 134183 134146 252 133894 internal_count=134301 134268 134242 134208 134183 134146 252 133894 is_linear=0 shrinkage=0.01 Tree=400 num_leaves=20 num_cat=0 split_feature=3 4 0 2 11 5 16 10 2 0 0 2 2 8 3 12 0 7 26 split_gain=92612.4 52821.2 309130 100267 117412 47484.9 58965.3 45124.5 40732.6 32374.2 46108.2 327595 236040 85912.6 44105.8 14161.3 7156.51 6131.6 1631.9 threshold=1048.2900000000002 62.065000000000005 539.75000000000011 482.16800000000006 266.34000000000003 442.27000000000004 233.07000000000002 218.00000000000003 126.84510000000002 782.62500000000011 65.08550000000001 482.16800000000006 1048.2900000000002 126.4378095 782.62500000000011 11.100500000000002 63.639000000000003 145.34500000000003 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 4 5 6 -3 9 15 10 12 13 14 -12 -1 16 17 -9 -11 right_child=-2 2 -4 -5 -6 -7 -8 8 -10 18 11 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.0004387504507166449 0.48861429850260413 0.02249608972267219 1.2309288128939542 0.69546721696853642 0.64193844456826488 -0.33319365746266139 0.54322372343052516 -0.074345910169297091 -0.47773213386535646 -0.24982921518777546 0.044881468378544627 1.2613689390095797 -0.84549034696636782 -0.37072439863401302 -0.40377521091037322 0.13896129087165551 -0.28284514713287356 -0.25595145440101624 -0.15831833660602571 leaf_weight=129872 39 1882 22 23 31 37 22 264 28 38 2011 22 33 51 27 27 20 20 40 leaf_count=129872 39 1882 22 23 31 37 22 264 28 38 2011 22 33 51 27 27 20 20 40 internal_value=0 0.00123716 0.0520261 0.0390257 0.0313694 0.0216179 0.0285129 0.000463742 -0.111498 0.000768028 0.000888363 0.0475527 0.000139906 0.0346022 0.000354733 -0.0805175 -0.100011 -0.087135 -0.202901 internal_weight=0 134470 2017 1995 1972 1941 1904 132453 359 132094 132016 2084 129932 2062 129899 331 304 284 78 internal_count=134509 134470 2017 1995 1972 1941 1904 132453 359 132094 132016 2084 129932 2062 129899 331 304 284 78 is_linear=0 shrinkage=0.01 Tree=401 num_leaves=26 num_cat=4 split_feature=3 6 4 25 1 24 4 10 3 10 25 6 24 3 1 17 10 9 12 5 26 6 9 10 10 split_gain=90769.4 77857.8 64130.3 149022 120088 103443 321866 107295 51657.4 43253 43069.5 70114.8 173238 52925.7 47794.7 40257.2 31730 40226.4 44266.6 24674.8 18961.1 29061.7 2942.92 1689.7 18.1201 threshold=1048.2900000000002 545.08500000000015 62.065000000000005 0 336.69250000000005 1 648.37500000000011 120.129 110.457785 396.4661000000001 2 27.286500000000004 3 400.30000000000007 1066.3056000000001 479.84000000000009 166.11250000000004 9.3037500000000026 6.9530000000000003 401.66700000000003 2022.5000000000002 783.48000000000013 26.178050000000002 747.99000000000012 482.16800000000006 decision_type=2 2 2 9 2 1 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 4 5 7 -7 -4 20 10 11 13 -13 -1 15 -12 17 19 -19 -5 -3 -22 23 24 -11 right_child=-2 8 3 16 -6 6 -8 -9 -10 22 14 12 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 leaf_value=0.020555229569753572 0.48372817504100313 0.050460305958986283 0.05313221293462897 -0.012661736248009797 0.86536722344501571 0.18656419468042004 1.4847332045286894 -0.64511511762936902 -0.6957397390547253 -0.12363269157707692 -0.00078499026579261682 0.47554432342972675 -0.05399941290316939 -0.35863380966959774 0.43660436897277832 0.30524386228517048 -0.32136162512004374 0.083269530922582699 0.61427998483181001 -0.36711608654260636 -0.44827123767799804 -0.065157492540099407 -0.26898699756179534 -0.21772117678324382 -0.13343150118122929 leaf_weight=7133 39 32 265 1090 24 424 20 24 21 32 124730 104 137 37 25 43 32 73 20 20 36 44 28 30 46 leaf_count=7133 39 32 265 1090 24 424 20 24 21 32 124730 104 137 37 25 43 32 73 20 20 36 44 28 30 46 internal_value=0 0.00122479 0.00146421 0.0577817 0.167098 0.146515 0.239643 -0.00469139 -0.240605 0.000616544 0.000799899 0.024205 0.192009 0.0185985 -0.000591879 -0.000679525 -0.0104923 -0.00231034 0.197465 -0.0190483 -0.155268 -0.237559 -0.177628 -0.153942 -0.129411 internal_weight=0 134470 134337 1992 757 733 444 289 133 132345 132209 7411 241 7170 124798 124773 1235 1203 93 1110 112 80 136 108 78 internal_count=134509 134470 134337 1992 757 733 444 289 133 132345 132209 7411 241 7170 124798 124773 1235 1203 93 1110 112 80 136 108 78 cat_boundaries=0 5 6 12 13 cat_threshold=34304 1179680 536876096 2147483648 16793600 2232 2186543104 67502355 196 157024256 134394434 161 1794 is_linear=0 shrinkage=0.01 Tree=402 num_leaves=15 num_cat=1 split_feature=3 6 2 0 10 0 3 0 9 25 9 6 6 6 split_gain=88962.9 76308.6 71032.7 64196 59078 76919.3 50629.4 88962.6 49238.2 47779.6 15949.2 6188.17 127.551 253.286 threshold=1048.2900000000002 545.08500000000015 1048.2900000000002 1083.9006000000002 396.4661000000001 79.448400000000007 110.457785 39.544300000000007 1037.4750000000001 0 134.96750000000003 1043.5418000000002 650.90000000000009 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 8 10 7 11 9 -1 -6 12 -3 -14 right_child=-2 6 -4 -5 5 -7 -8 -9 -10 -11 -12 -13 13 -15 leaf_value=0.11362426972263075 0.47889086405436199 -0.3647578446761422 0.43374071221602595 0.39222361814408074 -0.15319731253688618 -0.77128388404846193 -0.68878234159378782 0.41632430510087448 0.4640807831805685 0.0010367589057517584 0.14590904721191952 -0.1629620194549744 -0.30986670923233034 -0.35959153901963009 leaf_weight=368 39 23 38 42 118 20 21 22 23 133707 21 26 20 21 leaf_count=368 39 23 38 42 118 20 21 22 23 133707 21 26 20 21 internal_value=0 0.00121285 0.00144988 0.00132756 0.00120528 -0.191439 -0.238199 -0.153715 0.0014337 0.00135433 -0.108009 -0.293058 -0.345909 -0.335336 internal_weight=0 134470 134337 134299 134257 159 133 112 134098 134075 139 90 64 41 internal_count=134509 134470 134337 134299 134257 159 133 112 134098 134075 139 90 64 41 cat_boundaries=0 5 cat_threshold=0 262147 4 0 139264 is_linear=0 shrinkage=0.01 Tree=403 num_leaves=15 num_cat=0 split_feature=3 6 2 0 10 0 3 0 9 11 9 6 6 6 split_gain=87192.6 74790.1 69619.1 62918.4 57902.4 75388.6 49621.9 87192.3 48258.3 35749.1 15631.8 6065.02 125.013 248.246 threshold=1048.2900000000002 545.08500000000015 1048.2900000000002 1083.9006000000002 396.4661000000001 79.448400000000007 110.457785 39.544300000000007 1037.4750000000001 756.4475000000001 134.96750000000003 1043.5418000000002 650.90000000000009 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 8 10 7 11 9 -1 -6 12 -3 -14 right_child=-2 6 -4 -5 5 -7 -8 -9 -10 -11 -12 -13 13 -15 leaf_value=0.0012516725078240611 0.47410199287610177 -0.36111027600972551 0.42940324632745042 0.3883013761611212 -0.1516653389698368 -0.76357105445861817 -0.6818945142201015 0.41216106934980917 0.45944001819776453 0.30024912905693052 0.14444994949159168 -0.16133239538623736 -0.30676804709434513 -0.35599562054588679 leaf_weight=134035 39 23 38 42 118 20 21 22 23 40 21 26 20 21 leaf_count=134035 39 23 38 42 118 20 21 22 23 40 21 26 20 21 internal_value=0 0.00120081 0.00143547 0.00131437 0.00119331 -0.189525 -0.235817 -0.152178 0.00141945 0.00134088 -0.106928 -0.290127 -0.34245 -0.331982 internal_weight=0 134470 134337 134299 134257 159 133 112 134098 134075 139 90 64 41 internal_count=134509 134470 134337 134299 134257 159 133 112 134098 134075 139 90 64 41 is_linear=0 shrinkage=0.01 Tree=404 num_leaves=15 num_cat=0 split_feature=3 6 2 0 10 0 3 0 9 17 9 6 6 6 split_gain=85457.4 73301.8 68233.7 61666.4 56750.2 73888.4 48634.4 85457.1 47298 47641.3 15320.7 5944.33 122.525 243.306 threshold=1048.2900000000002 545.08500000000015 1048.2900000000002 1083.9006000000002 396.4661000000001 79.448400000000007 110.457785 39.544300000000007 1037.4750000000001 383.35000000000008 134.96750000000003 1043.5418000000002 650.90000000000009 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 8 10 7 11 9 -1 -6 12 -3 -14 right_child=-2 6 -4 -5 5 -7 -8 -9 -10 -11 -12 -13 13 -15 leaf_value=0.001182727808221707 0.46936098245474006 -0.35749916620228606 0.4251092288368627 0.38441837129138762 -0.15014868617562926 -0.75593534088134762 -0.67507557392120365 0.40803946928544477 0.45484560759171194 0.24682686799689182 0.14300546475819179 -0.15971906806413944 -0.30370036435127257 -0.35243566490354994 leaf_weight=133996 39 23 38 42 118 20 21 22 23 79 21 26 20 21 leaf_count=133996 39 23 38 42 118 20 21 22 23 79 21 26 20 21 internal_value=0 0.0011888 0.00142111 0.00130123 0.00118138 -0.18763 -0.233459 -0.150656 0.00140525 0.00132747 -0.105859 -0.287226 -0.339026 -0.328662 internal_weight=0 134470 134337 134299 134257 159 133 112 134098 134075 139 90 64 41 internal_count=134509 134470 134337 134299 134257 159 133 112 134098 134075 139 90 64 41 is_linear=0 shrinkage=0.01 Tree=405 num_leaves=13 num_cat=3 split_feature=9 7 7 3 0 24 26 2 25 24 2 7 split_gain=54392.6 62297.1 109683 86133.6 56907.2 305603 109150 90432.4 58090.7 161696 145215 1357.44 threshold=1037.4750000000001 783.48000000000013 650.90000000000009 1048.2900000000002 430.17000000000002 0 2022.5000000000002 23.742500000000003 1 2 1048.2900000000002 1042.2668000000001 decision_type=2 2 2 2 2 1 2 2 9 1 2 2 left_child=1 2 3 4 8 6 -6 -7 9 -1 -10 -3 right_child=-2 11 -4 -5 5 7 -8 -9 10 -11 -12 -13 leaf_value=0.29268360020622375 0.50889659881591798 -0.28100041548411053 0.67603277126948047 0.51077448527018232 0.31748016270001733 -0.25554682754615482 0.9775964892187784 0.40159243259429928 -0.0013227687995721045 0.014758235590369753 0.71890998431614461 -0.37781352847814559 leaf_weight=242 21 30 24 33 60 129 43 25 132326 1261 28 28 leaf_count=242 21 30 24 33 60 129 43 25 132326 1261 28 28 internal_value=0 -7.57061e-05 6.5937e-05 -5.4999e-05 -0.000180693 0.148481 0.540579 -0.139791 -0.000466119 0.0611461 -0.00117031 -0.327738 internal_weight=0 134229 134171 134147 134114 257 103 154 133857 1503 132354 58 internal_count=134250 134229 134171 134147 134114 257 103 154 133857 1503 132354 58 cat_boundaries=0 1 7 8 cat_threshold=1858 2148532224 393218 4100 134217728 143360 32 1028 is_linear=0 shrinkage=0.01 Tree=406 num_leaves=9 num_cat=1 split_feature=9 7 7 3 13 2 24 7 split_gain=53310.1 61057.5 107500 84419.5 44677.1 43817.5 31249.7 1330.42 threshold=1037.4750000000001 783.48000000000013 650.90000000000009 1048.2900000000002 673.83140000000014 1048.2900000000002 0 1042.2668000000001 decision_type=2 2 2 2 2 2 1 2 left_child=1 2 3 4 5 6 -1 -3 right_child=-2 7 -4 -5 -6 -7 -8 -9 leaf_value=-0.0085336325978930469 0.50380767640613366 -0.27819041879971823 0.66927244424819943 0.505666666319876 -0.29323885880983791 0.34876538594563805 0.002624952189034576 -0.37403538588966639 leaf_weight=33429 21 30 24 33 52 36 100597 28 leaf_count=33429 21 30 24 33 52 36 100597 28 internal_value=0 -7.47201e-05 6.55067e-05 -5.42199e-05 -0.000178657 -6.4985e-05 -0.000158682 -0.32446 internal_weight=0 134229 134171 134147 134114 134062 134026 58 internal_count=134250 134229 134171 134147 134114 134062 134026 58 cat_boundaries=0 1 cat_threshold=2184 is_linear=0 shrinkage=0.01 Tree=407 num_leaves=35 num_cat=8 split_feature=25 3 8 0 4 0 20 3 2 2 24 3 25 3 25 24 2 0 0 4 5 4 25 11 25 2 24 1 3 4 26 26 3 8 split_gain=43740.3 164633 93260.8 100435 423547 178032 92698.5 81228.3 81419.5 79601.5 78655.3 147867 140359 61486.6 124199 113644 129802 48056.7 40150.6 39728.7 32281.1 31562.7 29436.3 31315 22592.6 21022.7 17890.4 16120.2 13554.9 2155.59 2366.32 1163.71 700.661 321.937 threshold=0 782.62500000000011 404.00100000000003 430.17000000000002 9.3200000000000021 539.75000000000011 323.25000000000006 316.16700000000009 60.492500000000007 783.48000000000013 1 316.16700000000009 2 77.170100000000005 3 4 88.731250000000017 14.496990000000002 782.62500000000011 482.64500000000004 13.459500000000002 223.76500000000001 5 223.35100000000003 6 27.625800000000005 7 1.1847500000000002 483.18750000000006 543.53000000000009 2022.5000000000002 2022.5000000000002 782.62500000000011 675.58140000000014 decision_type=9 2 2 2 2 2 2 2 2 2 1 2 9 2 9 1 2 2 2 2 2 2 9 2 9 2 1 2 2 2 2 2 2 2 left_child=1 2 3 6 5 -5 10 9 20 13 12 -12 -1 19 15 25 -17 33 -7 22 27 24 26 -24 -16 -15 -2 28 31 -21 -31 -9 -30 -4 right_child=7 -3 17 4 -6 18 -8 8 -10 -11 11 -13 -14 14 21 16 -18 -19 -20 29 -22 -23 23 -25 -26 -27 -28 -29 32 30 -32 -33 -34 -35 leaf_value=0.3267509414468493 -0.018297499100367227 0.73327806651592253 -0.20641265315394247 0.66059418736082143 1.6327787346839904 0.04021852160945083 0.67850460960751491 -0.065311513037392591 -0.67050234379306917 0.46857207695643105 -0.011284741830712819 0.43487682382265724 0.033036987619372009 0.083009590178393253 -0.07597682746240135 0.36291897004816387 1.2369207646846772 -0.74136884343624121 -0.42589831420353486 -0.12916598308086397 -0.49546890330314641 0.32431419499458808 -0.0022285132674972237 0.12028545271266591 0.038778374041829794 -0.2757862024307251 -0.20381462918610133 -0.27917171382904055 0.066224256379263741 -0.16109265081939242 -0.29059654438218407 -0.14425894863383715 0.13824306834827771 -0.16244933002214468 leaf_weight=158 110 32 31 33 20 33 21 33 31 36 7768 75 5586 89 254 113 20 20 42 20 20 31 118626 209 480 20 109 30 35 21 43 43 22 36 leaf_count=158 110 32 31 33 20 33 21 33 31 36 7768 75 5586 89 254 113 20 20 42 20 20 31 118626 209 480 20 109 30 35 21 43 43 22 36 internal_value=0 0.0168236 0.0151772 0.0172443 0.296052 0.0485101 0.0146218 -0.00193277 -0.196586 -0.00158632 0.0135957 -0.00700931 0.04167 -0.0017272 0.0760851 0.268335 0.459778 -0.311199 -0.220807 -0.00238489 -0.116305 0.0116094 -0.0022315 -0.00201287 -0.00143934 0.0157322 -0.115501 -0.0697814 -0.0225505 -0.219785 -0.248103 -0.109979 0.094021 -0.182791 internal_weight=0 13855 13823 13736 128 108 13608 120395 214 120181 13587 7843 5744 120145 1007 242 133 87 75 119138 183 765 119054 118835 734 109 219 163 133 84 64 76 57 67 internal_count=134250 13855 13823 13736 128 108 13608 120395 214 120181 13587 7843 5744 120145 1007 242 133 87 75 119138 183 765 119054 118835 734 109 219 163 133 84 64 76 57 67 cat_boundaries=0 6 7 12 17 18 23 28 29 cat_threshold=2148827136 604372994 33837060 2281996288 134377472 23158816 55 0 2 4096 0 8192 0 4128 536872256 0 16777216 1318 0 0 0 16842752 576 4801152 1048704 1 4194304 1 2643 is_linear=0 shrinkage=0.01 Tree=408 num_leaves=24 num_cat=2 split_feature=9 13 25 3 3 8 0 5 20 24 3 3 3 3 8 9 0 9 1 0 1 13 8 split_gain=52278.3 46176.1 47409.7 154749 79565.7 68072.7 98557.5 234656 90657.7 51743.5 88696.3 55931.7 50228.3 140104 113660 35290.6 77370.2 48009 24518.9 14206 8451.87 3500.78 370.321 threshold=1037.4750000000001 673.83140000000014 0 782.62500000000011 316.16700000000009 367.37500000000006 430.17000000000002 52.246250000000011 323.25000000000006 1 782.62500000000011 650.90000000000009 25.511000000000006 26.022000000000002 247.77000000000001 114.12500000000001 110.69500000000002 110.69500000000002 34.620900000000013 27.787000000000003 15.057000000000002 779.68675000000019 493.30000000000007 decision_type=2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 12 6 8 -8 -1 11 19 20 15 -14 -15 17 -17 -4 22 -11 -6 -3 -7 right_child=-2 21 4 -5 9 18 7 -9 -10 10 -12 -13 13 14 -16 16 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.014169108610293576 0.49890821002778551 -0.18422624301910401 -0.0023373396136367915 0.72333935276154548 -0.069758298496405288 -0.13858846394912058 0.10373885838490612 1.2607972160975138 0.67171956857045489 -0.14927540916372353 -0.91064582544824346 0.46214582562446593 0.69880805537104607 0.027332687138444726 0.76593933809371229 -0.057926684541918558 -0.62871877365112305 0.45458244840735973 -0.57009173989295958 -0.45100080037117002 -0.30713104915618894 -0.35007603222983219 -0.18810340619053353 leaf_weight=13545 21 20 116933 31 60 23 106 21 21 71 23 20 32 2641 21 474 25 23 20 20 20 35 44 leaf_count=13545 21 20 116933 31 60 23 106 21 21 71 23 20 32 2641 21 474 25 23 20 20 20 35 44 internal_value=0 -7.39647e-05 4.4785e-05 0.0175861 -0.00196928 0.0160112 0.0177828 0.295063 0.015187 -0.19462 -0.327124 -0.00986548 -0.00162631 0.0410662 0.0331594 -0.00260553 -0.0865235 -0.00224748 -0.262827 -0.215589 -0.129101 -0.289767 -0.171106 internal_weight=0 134229 134174 13811 120363 13780 13693 127 13566 214 114 100 120149 2694 2662 117455 499 116956 87 91 80 55 67 internal_count=134250 134229 134174 13811 120363 13780 13693 127 13566 214 114 100 120149 2694 2662 117455 499 116956 87 91 80 55 67 cat_boundaries=0 6 7 cat_threshold=2148827136 604372994 33837060 2281996288 134377472 23158816 1299 is_linear=0 shrinkage=0.01 Tree=409 num_leaves=11 num_cat=0 split_feature=9 7 7 3 0 4 0 5 2 7 split_gain=51238 59808.4 105681 81236.6 54010.4 238959 67599.5 56649.9 70391.4 1319.52 threshold=1037.4750000000001 783.48000000000013 650.90000000000009 1048.2900000000002 430.17000000000002 78.331000000000003 638.18750000000011 1066.3056000000001 1048.2900000000002 1042.2668000000001 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 8 -1 -3 right_child=-2 9 -4 -5 5 -7 -8 -9 -10 -11 leaf_value=-0.00048548335640262365 0.49391913550240651 -0.2750436774889628 0.6635843729972839 0.49604248335867218 0.21988857366420603 1.0166878911427089 -0.12429084858864793 -0.50785577205094423 0.45458167552947998 -0.37049517899751666 leaf_weight=133801 21 30 24 33 108 28 121 22 34 28 leaf_count=133801 21 30 24 33 108 28 121 22 34 28 internal_value=0 -7.3225e-05 6.556e-05 -5.3149e-05 -0.000175218 0.144654 0.0380296 -0.000453284 -0.000369876 -0.321124 internal_weight=0 134229 134171 134147 134114 257 229 133857 133835 58 internal_count=134250 134229 134171 134147 134114 257 229 133857 133835 58 is_linear=0 shrinkage=0.01 Tree=410 num_leaves=18 num_cat=6 split_feature=3 25 18 0 25 0 9 1 0 26 24 25 25 24 26 26 26 split_gain=134059 99416 75202 52534.8 165450 224272 185689 86901.2 58261.9 44335.4 36253.4 81362.2 50753 32441.3 8382.86 2846.42 1117.25 threshold=1048.2900000000002 0 678.28640000000007 65.08550000000001 1 1083.9006000000002 110.69500000000002 1066.3056000000001 782.62500000000011 2022.5000000000002 2 3 4 5 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 9 2 2 2 2 2 1 9 9 1 2 2 2 left_child=1 13 3 7 5 6 -5 10 9 -6 12 -12 -3 14 -1 -10 -15 right_child=-2 2 -4 4 8 -7 -8 -9 15 -11 11 -13 -14 16 -16 -17 -18 leaf_value=-0.11147740267090878 0.61840695844377791 -0.088666156542597352 0.58448470939289443 0.10374271632975779 0.051596601123126043 1.2075397491455078 0.8588352173917434 0.64216786747887034 -0.29687790746274206 -0.056983938991870445 0.088643259643058664 0.00092380789609999847 -0.0082639389812581582 -0.2313064593131389 0.058566729144046183 -0.45790613912400746 -0.27658332461610846 leaf_weight=59 35 795 22 773 727 20 34 21 23 779 1059 97343 32290 109 57 21 109 leaf_count=59 35 795 22 773 727 20 34 21 23 779 1059 97343 32290 109 57 21 109 internal_value=0 -0.000563469 -0.000127257 -0.00022333 0.0463695 0.159551 0.135556 -0.00106549 -0.0149513 -0.00456823 -0.00116822 0.00187675 -0.0102221 -0.170345 -0.0257053 -0.373732 -0.242807 internal_weight=0 134241 133907 133885 2377 827 807 131508 1550 1506 131487 98402 33085 334 116 44 218 internal_count=134276 134241 133907 133885 2377 827 807 131508 1550 1506 131487 98402 33085 334 116 44 218 cat_boundaries=0 6 12 13 19 25 26 cat_threshold=1048576 262145 0 0 8704 8192 570458112 135200 675283200 2147483648 1 268435456 137 2147483648 67108866 4 159907968 33689600 2097152 0 67239938 84 30965888 33558528 18874368 1049 is_linear=0 shrinkage=0.01 Tree=411 num_leaves=18 num_cat=3 split_feature=3 25 0 4 9 2 25 1 6 17 3 24 5 17 26 26 6 split_gain=131391 97437.6 57370.9 199416 157335 164955 133017 85158.9 70470.1 45592.8 41674.9 31795.7 13728.2 12709.2 8216.04 1095.01 403.387 threshold=1048.2900000000002 0 65.08550000000001 400.30000000000007 264.73700000000002 543.20000000000016 1 1066.3056000000001 545.08500000000015 479.84000000000009 544.35000000000002 2 62.185000000000009 577.6975000000001 2022.5000000000002 2022.5000000000002 650.90000000000009 decision_type=2 9 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 left_child=1 11 7 4 5 6 -4 8 9 10 -3 14 16 -11 -1 -13 -10 right_child=-2 2 3 -5 -6 -7 -8 -9 12 13 -12 15 -14 -15 -16 -17 -18 leaf_value=-0.11036263643685035 0.61222288949148995 -0.0008977908008387795 0.10434942182727695 0.82048728419072703 -0.7074423951123443 0.79614063969973858 -0.048638186433422909 0.635746173404512 -0.17489574283361436 0.45694159368673959 -0.23211429252838478 -0.22899339124697066 -0.5072712813019753 0.15450508695660214 0.057981057334364511 -0.27381748825038243 -0.2266837236791287 leaf_weight=59 35 131277 1281 33 28 29 1009 21 21 24 78 109 20 33 57 109 53 leaf_count=59 35 131277 1281 33 28 29 1009 21 21 24 78 109 20 33 57 109 53 internal_value=0 -0.00055784 -0.00012599 0.048533 0.0376789 0.0466757 0.0371846 -0.00100649 -0.00110817 -0.00091239 -0.00103509 -0.168642 -0.274814 0.281847 -0.0254482 -0.240379 -0.211987 internal_weight=0 134241 133907 2380 2347 2319 2290 131527 131506 131412 131355 334 94 57 116 218 74 internal_count=134276 134241 133907 2380 2347 2319 2290 131527 131506 131412 131355 334 94 57 116 218 74 cat_boundaries=0 6 12 13 cat_threshold=1048576 262145 0 0 8704 8192 805340160 5536 675304704 2147483648 16778241 268435456 1049 is_linear=0 shrinkage=0.01 Tree=412 num_leaves=13 num_cat=2 split_feature=3 25 18 6 2 0 4 4 10 5 0 24 split_gain=128776 95659.9 73671 121552 102366 85759.5 643221 43762.4 36142.6 77318.3 31811.5 27232.5 threshold=1048.2900000000002 0 678.28640000000007 442.89500000000004 1048.2900000000002 430.17000000000002 78.331000000000003 1048.2900000000002 77.331337500000004 120.63500000000002 32.931500000000007 1 decision_type=2 9 2 2 2 2 2 2 2 2 2 1 left_child=1 11 3 4 5 7 -7 -3 9 10 -5 -1 right_child=-2 2 -4 8 -6 6 -8 -9 -10 -11 -12 -13 leaf_value=-0.02820267289876938 0.60610063716343465 -0.00027145387376187059 0.57850533030249862 -0.29418937413856905 0.54876355016932776 0.0036801617603166407 1.6429310038796177 -0.42732675751050314 0.11031153761822245 -0.89495766955614087 0.12878490470704579 -0.23181563627054766 leaf_weight=110 35 133410 22 116 34 211 27 24 23 20 21 223 leaf_count=110 35 133410 22 116 34 211 27 24 23 20 21 223 internal_value=0 -0.00055222 -0.000124951 -0.000220041 0.000129561 -9.98603e-06 0.189646 -0.000348266 -0.259908 -0.314144 -0.229354 -0.167339 internal_weight=0 134241 133908 133886 133706 133672 238 133434 180 157 137 333 internal_count=134276 134241 133908 133886 133706 133672 238 133434 180 157 137 333 cat_boundaries=0 6 7 cat_threshold=1048576 1 0 65536 8704 8192 3081 is_linear=0 shrinkage=0.01 Tree=413 num_leaves=14 num_cat=2 split_feature=3 25 18 6 2 8 4 1 24 9 3 26 26 split_gain=126214 93852.9 72204.8 94974.5 100342 46785.4 42743 38488.7 30864.7 26206.9 22356.8 8051.95 1066.78 threshold=1048.2900000000002 0 678.28640000000007 442.89500000000004 1048.2900000000002 808.31735000000015 779.31175000000019 133.53660000000005 1 28.458000000000002 15.582750000000003 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 1 2 2 2 2 left_child=1 8 3 4 5 6 -3 9 11 10 -5 -1 -10 right_child=-2 2 -4 7 -6 -7 -8 -9 12 -11 -12 -13 -14 leaf_value=-0.10853170330241575 0.60003968811035158 -6.266937148845311e-05 0.57272026365453554 -0.17455862390179921 0.5432759789859547 -0.32607709442011334 0.26047150107603229 -0.64385760974884032 -0.22487477193184949 0.15070767720540365 -0.52891637336640129 0.058122458541602418 -0.26911730276335272 leaf_weight=59 35 133565 22 117 34 44 63 20 109 21 21 57 109 leaf_count=59 35 133565 22 117 34 44 63 20 109 21 21 57 109 internal_value=0 -0.000546892 -0.00012306 -0.000217199 9.09702e-05 -4.71911e-05 6.01616e-05 -0.230407 -0.16551 -0.178401 -0.228483 -0.0245269 -0.236163 internal_weight=0 134241 133907 133885 133706 133672 133628 179 334 159 138 116 218 internal_count=134276 134241 133907 133885 133706 133672 133628 179 334 159 138 116 218 cat_boundaries=0 6 7 cat_threshold=1048576 262145 0 0 8704 8192 1049 is_linear=0 shrinkage=0.01 Tree=414 num_leaves=13 num_cat=1 split_feature=3 25 18 6 2 0 4 4 1 9 0 26 split_gain=123702 92179.2 70767.9 117005 98331.9 84018.6 629968 43272.4 32905 30704.1 19977.7 9825.66 threshold=1048.2900000000002 0 678.28640000000007 442.89500000000004 1048.2900000000002 430.17000000000002 78.331000000000003 1048.2900000000002 133.53660000000005 28.458000000000002 60.461000000000006 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 4 5 7 -7 -3 9 10 -5 -1 right_child=-2 2 -4 8 -6 6 -8 -9 -10 -11 -12 -13 leaf_value=-0.22368214601493744 0.59403927285330638 -0.00026741342522950112 0.56699305534362798 -0.211893897532415 0.537843155299916 0.0036721349044998674 1.6259476437502438 -0.42492502331733706 -0.63741903209686279 0.1492005863643828 -0.55347364044189451 -0.11504193204605651 leaf_weight=166 35 133410 22 119 34 211 27 24 20 21 20 167 leaf_count=166 35 133410 22 119 34 211 27 24 20 21 20 167 internal_value=0 -0.000541423 -0.000121999 -0.000215196 0.000127805 -8.96537e-06 0.187712 -0.000343794 -0.255 -0.207198 -0.261042 -0.164266 internal_weight=0 134241 133908 133886 133706 133672 238 133434 180 160 139 333 internal_count=134276 134241 133908 133886 133706 133672 238 133434 180 160 139 333 cat_boundaries=0 6 cat_threshold=1048576 1 0 65536 8704 8192 is_linear=0 shrinkage=0.01 Tree=415 num_leaves=12 num_cat=1 split_feature=2 7 8 3 3 13 5 7 25 8 7 split_gain=183588 73098.6 54742.9 61983.3 47829.9 111339 155012 74219.8 52472.9 14102.9 6826.73 threshold=1048.2900000000002 783.48000000000013 808.31735000000015 1048.2900000000002 336.88000000000005 8.3822000000000028 192.26595000000003 650.90000000000009 0 1066.3056000000001 1042.2668000000001 decision_type=2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 3 4 7 6 -6 8 -1 -4 -3 right_child=-2 10 9 -5 5 -7 -8 -9 -10 -11 -12 leaf_value=0.058923076259301585 -0.69576255597566306 -0.2502711095348481 -0.47730136516903132 0.43974913418292999 -0.14387316717287152 -0.81308489929546013 0.75163933183820475 0.49719874127705893 -0.00091333730735882487 -0.14695340126752854 -0.46568440900317265 leaf_weight=1472 38 31 28 32 243 22 21 30 132109 24 28 leaf_count=1472 38 31 28 32 243 22 21 30 132109 24 28 internal_value=0 -0.000590203 -0.000435235 -0.000309283 -0.000414452 -0.129597 -0.0726392 -0.000137932 -0.000249625 -0.324833 -0.352501 internal_weight=0 134040 133981 133929 133897 286 264 133611 133581 52 59 internal_count=134078 134040 133981 133929 133897 286 264 133611 133581 52 59 cat_boundaries=0 6 cat_threshold=2148532224 3 4096 21004416 134357568 8224 is_linear=0 shrinkage=0.01 Tree=416 num_leaves=13 num_cat=0 split_feature=2 7 8 3 11 4 3 13 7 11 8 7 split_gain=179935 71643.9 53653.5 60749.8 55276.2 119684 52855.8 90575.7 72794.8 44021.9 13822.3 6690.88 threshold=1048.2900000000002 783.48000000000013 808.31735000000015 1048.2900000000002 456.57400000000007 49.808750000000011 336.88000000000005 8.3822000000000028 650.90000000000009 549.10000000000002 1066.3056000000001 1042.2668000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 9 8 -8 -1 -6 -4 -3 right_child=-2 11 10 -5 5 -7 7 -9 -10 -11 -12 -13 leaf_value=-0.00042311899894161855 -0.68880493352287697 -0.24776839763887468 -0.47252834949376332 0.43535168290138243 0.36829890988089825 0.92121569633483891 -0.087966945855663378 -0.78633326864242548 0.49222673861185712 -0.08134953439235687 -0.14548386859397094 -0.46102755541247981 leaf_weight=133470 38 31 28 32 33 20 260 20 30 64 24 28 leaf_count=133470 38 31 28 32 33 20 260 20 30 64 24 28 internal_value=0 -0.000584258 -0.000430839 -0.000306147 -0.000410264 0.216853 -0.000600276 -0.13785 -0.000312411 0.0716236 -0.321585 -0.348976 internal_weight=0 134040 133981 133929 133897 117 133780 280 133500 97 52 59 internal_count=134078 134040 133981 133929 133897 117 133780 280 133500 97 52 59 is_linear=0 shrinkage=0.01 Tree=417 num_leaves=15 num_cat=0 split_feature=2 7 11 5 2 0 1 3 7 3 11 11 3 7 split_gain=176354 70218.2 49842.2 124483 45661.2 194352 116969 89454.3 70103.8 50374 24996.5 19636.3 13724.5 6557.73 threshold=1048.2900000000002 783.48000000000013 456.57400000000007 33.260025000000006 397.42490000000004 108.06300000000002 166.69750000000002 1048.2900000000002 650.90000000000009 544.35000000000002 549.10000000000002 756.4475000000001 44.385000000000012 1042.2668000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 10 7 6 12 8 9 -1 -4 -12 -6 -3 right_child=-2 13 3 -5 5 -7 -8 -9 -10 -11 11 -13 -14 -15 leaf_value=-0.00043806404863923164 -0.6819168752118161 -0.24529071638661049 0.26014694982959374 0.80116588151013401 -0.065716118023313327 -0.7949433137241162 0.69280592850276412 0.55496510604332239 0.47499828092513546 -0.23325416560615264 -0.27705134868621828 0.082218306064605715 -0.34515742206573485 -0.45641728356480599 leaf_weight=133485 38 31 31 27 145 38 21 29 31 93 29 32 20 28 leaf_count=133485 38 31 31 27 145 38 21 29 31 93 29 32 20 28 internal_value=0 -0.000578415 -0.000426531 0.204139 -0.000608385 -0.143263 -0.010124 -0.000369271 -0.000489807 -0.000600156 0.0289245 -0.088582 -0.0995878 -0.345486 internal_weight=0 134040 133981 119 133862 224 186 133638 133609 133578 92 61 165 59 internal_count=134078 134040 133981 119 133862 224 186 133638 133609 133578 92 61 165 59 is_linear=0 shrinkage=0.01 Tree=418 num_leaves=13 num_cat=0 split_feature=2 7 8 3 11 5 3 0 7 11 8 7 split_gain=172845 68820.9 52507.4 58149.8 53170.3 127417 51153.8 83275.9 69961.4 23016.8 13525.7 6427.23 threshold=1048.2900000000002 783.48000000000013 808.31735000000015 1048.2900000000002 456.57400000000007 33.260025000000006 336.88000000000005 161.35500000000005 650.90000000000009 549.10000000000002 1066.3056000000001 1042.2668000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 9 8 -8 -1 -6 -4 -3 right_child=-2 11 10 -5 5 -7 7 -9 -10 -11 -12 -13 leaf_value=-0.00041247390016911737 -0.67509770631790167 -0.24283781190072337 -0.46744259451515974 0.42593407392501831 0.25754547165286157 0.83006671465360204 -0.076989628430604334 -0.64297204083409809 0.48255451011657713 -0.078027432839075733 -0.14392614322404065 -0.45185310644762861 leaf_weight=133470 38 31 28 32 31 26 251 29 30 60 24 28 leaf_count=133470 38 31 28 32 31 26 251 29 30 60 24 28 internal_value=0 -0.000572631 -0.000422266 -0.000298912 -0.000400777 0.212684 -0.000587134 -0.135609 -0.000303942 0.0362886 -0.318127 -0.342032 internal_weight=0 134040 133981 133929 133897 117 133780 280 133500 91 52 59 internal_count=134078 134040 133981 133929 133897 117 133780 280 133500 91 52 59 is_linear=0 shrinkage=0.01 Tree=419 num_leaves=24 num_cat=6 split_feature=2 8 5 0 2 17 5 3 25 3 24 3 25 24 25 1 3 25 4 2 0 1 8 split_gain=169405 52154.5 40702.8 261151 468644 143371 136149 110288 97176.3 65961.3 93229.2 81950.2 60996 205800 132478 109199 57394.5 55233.7 49283.2 23467.2 18754.9 14926.9 13102.2 threshold=1048.2900000000002 808.31735000000015 26.385000000000002 311.36400000000009 23.742500000000003 109.37875000000001 186.65435000000002 336.88000000000005 0 364.99000000000007 1 782.62500000000011 2 3 4 1066.3056000000001 782.62500000000011 5 1048.2900000000002 15.456105000000003 40.336500000000008 21.474750000000004 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 9 2 1 2 9 1 9 2 2 9 2 2 2 2 2 left_child=1 2 9 5 -5 7 -7 8 -4 12 11 19 13 14 -1 18 20 -15 -14 -11 -12 -9 -3 right_child=-2 22 3 4 -6 6 -8 21 -10 10 16 -13 15 17 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.043599086572638654 -0.66834673969369196 -0.46276817537844184 0.073864060403879536 0.039098248604016429 1.892011851356143 0.053719711303710942 1.1198082003386125 -0.31535079204223371 -0.035305823985426532 0.025068613576983648 -0.15418263597481222 0.61679427016865129 -0.0019425124512339074 0.041443496753632181 0.38701101002131127 0.6727303596337636 -0.67513140116867265 -0.11324219843057487 0.49449906396865845 -0.36810493408143524 -0.49531397151947021 -0.69282087767124179 -0.14780398513078688 leaf_weight=216 38 28 1660 39 21 25 23 22 1586 63 83 22 128894 558 253 24 38 380 20 20 20 20 25 leaf_count=216 38 28 1660 39 21 25 23 22 1586 63 83 22 128894 558 253 24 38 380 20 20 20 20 25 internal_value=0 -0.000566905 -0.000442844 0.0337357 0.687618 0.0219752 0.564554 0.0140544 0.0206423 -0.00133165 -0.164926 0.0677104 -0.0010229 0.0642292 0.233063 -0.00173979 -0.320255 -0.0217559 -0.00186549 -0.069672 -0.220422 -0.495098 -0.3142 internal_weight=0 134040 133987 3396 60 3336 48 3288 3246 130591 246 105 130345 1407 469 128938 141 938 128914 83 103 42 53 internal_count=134078 134040 133987 3396 60 3336 48 3288 3246 130591 246 105 130345 1407 469 128938 141 938 128914 83 103 42 53 cat_boundaries=0 6 7 13 14 20 26 cat_threshold=547919360 33686408 538971200 268435488 16781312 805306368 775 2148532224 3 4096 21004416 139840 8224 1285 2147483648 1 0 4194304 0 32 2147483648 1 0 4194432 576 8224 is_linear=0 shrinkage=0.01 Tree=420 num_leaves=31 num_cat=5 split_feature=0 25 7 9 3 0 0 24 0 3 9 23 9 3 2 9 3 2 7 9 11 25 24 25 3 0 0 0 3 26 split_gain=91559.1 359421 438218 959888 141925 129353 85627.2 78655.7 74468.8 63161.2 55819.8 47275.6 42466.9 170662 168122 155898 115122 92186.4 87828.5 97976.8 66983.4 55859.2 114886 49994.9 30471.6 23007 52233 14029.6 13618.2 12699.6 threshold=224.14500000000001 0 43.669000000000011 18.271250000000006 5.5447500000000014 782.62500000000011 233.17050000000003 1 539.75000000000011 91.21250000000002 9.0802500000000013 219.08740500000002 37.455000000000005 10.563252000000004 212.70000000000005 414.36000000000007 782.62500000000011 1048.2900000000002 260.88220000000007 797.90800000000002 43.840000000000011 2 3 4 483.18750000000006 782.62500000000011 539.75000000000011 782.62500000000011 1048.2900000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 9 2 2 2 2 2 2 left_child=11 2 3 4 5 8 -3 10 -2 27 25 12 16 18 15 20 17 21 19 23 -15 22 -1 -14 -23 26 -8 29 -18 -9 right_child=1 6 -4 -5 -6 -7 7 9 -10 -11 -12 -13 13 14 -16 -17 28 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.046737000194001704 0.47658297552920809 0.52932846387227384 -0.5668146119246612 2.4515455332666636 -0.29419910956706324 1.1542384435236455 0.069562621160251345 -0.049380798668696962 -0.12354196328383227 -0.73354844353415749 -0.44320930299304778 -0.43606282310485839 -0.06264838638552464 0.047358332626079316 1.0434495981216432 1.0197317123413085 -0.27810402287377251 -0.55594812997182208 0.58207165442980258 -0.51255392976709313 0.43770938285914335 -0.0023361641179837525 0.1412527973407354 0.048750149869113503 0.18276161450013687 -0.20845539223064077 0.56904922842979433 -0.37077297038045426 -0.58305423378944399 -0.22570512622981878 leaf_weight=554 101 24 37 25 28 24 164 87 26 22 21 25 630 219 25 21 27 30 26 37 55 129955 770 1078 89 22 24 29 32 77 leaf_count=554 101 24 37 25 28 24 164 87 26 22 21 25 630 219 25 21 27 30 26 37 55 129955 770 1078 89 22 24 29 32 77 internal_value=0 0.112536 0.417145 0.616057 0.359704 0.480957 -0.0514375 -0.0838428 0.353723 -0.215848 0.046357 -0.00124425 -0.00116286 0.0435489 0.256082 0.189355 -0.00187406 -0.00167576 0.00514656 -0.00344946 0.125713 -0.00154918 0.0628317 0.00757915 -0.00220932 0.0975211 0.133327 -0.16802 -0.443501 -0.132167 internal_weight=0 711 241 204 179 151 470 446 127 215 231 133573 133548 2091 320 295 131457 131398 1771 1745 274 131368 1324 1708 130044 210 188 193 59 164 internal_count=134284 711 241 204 179 151 470 446 127 215 231 133573 133548 2091 320 295 131457 131398 1771 1745 274 131368 1324 1708 130044 210 188 193 59 164 cat_boundaries=0 3 4 10 11 17 cat_threshold=4227584 135424 4096 3350 2148532224 67108866 12292 419430400 139840 32 3098 847265920 268566656 136333569 8192 16385 805306384 is_linear=0 shrinkage=0.01 Tree=421 num_leaves=30 num_cat=5 split_feature=0 25 9 6 3 0 0 0 24 3 9 5 0 23 9 6 2 3 2 25 3 25 24 1 0 9 0 3 1 split_gain=89737 352268 358779 536408 182480 152978 83923.2 81553 77090.5 61904.3 54709 52200.2 50430.4 46334.9 41620.4 184133 199432 112831 90351.9 81680.2 102555 54752.7 105882 55879.4 34058.8 28638 13750.4 13347.2 7741 threshold=224.14500000000001 0 18.271250000000006 13.504000000000001 5.5447500000000014 782.62500000000011 233.17050000000003 539.75000000000011 1 91.21250000000002 9.0802500000000013 0.6795000000000001 362.49400000000003 219.08740500000002 37.455000000000005 338.4500000000001 397.42490000000004 782.62500000000011 1048.2900000000002 2 121.80050000000001 3 4 543.20000000000016 782.62500000000011 164.68524000000002 782.62500000000011 1048.2900000000002 11.163000000000002 decision_type=2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 9 2 9 1 2 2 2 2 2 2 left_child=13 2 4 -4 5 7 -3 12 10 26 11 24 -2 14 17 16 19 18 21 25 -21 22 -1 -23 -8 -16 28 -19 -10 right_child=1 6 3 -5 -6 -7 8 -9 9 -11 -12 -13 -14 -15 15 -17 -18 27 -20 20 -22 23 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.14929809908769284 0.26036148117013175 0.52403519272804266 2.4530470123291015 0.13699930286407472 -0.35610617547463153 1.1426960451404253 0.091453211775847851 -0.17396582634218277 -0.10034566278875309 -0.72621295755559745 -0.4387772160484677 0.56953127259299874 0.72663122121025536 -0.43170219573974605 -0.029110050376289144 0.8794136502192571 1.0021295259112404 -0.27532298352983264 -0.55038865470886233 0.041716776290440148 0.40978999495506285 -0.002384459199630188 -0.028551377984814181 0.21719438305188871 -0.3356979029519217 -0.17986675176055322 -0.36706524092575599 -0.577223707139492 -0.28560424168904625 leaf_weight=674 73 24 20 20 39 24 168 31 137 22 21 21 34 25 363 26 21 27 30 1408 80 129923 655 116 21 193 29 32 27 leaf_count=674 73 24 20 20 39 24 168 31 137 22 21 21 34 25 363 26 21 27 30 1408 80 129923 655 116 21 193 29 32 27 internal_value=0 0.111411 0.412974 1.29502 0.257987 0.405825 -0.0509231 0.277673 -0.0830043 -0.21369 0.0458934 0.0965459 0.408522 -0.00123175 -0.00115117 0.0431127 0.032583 -0.00185524 -0.00165893 0.0226219 0.0610951 -0.00153362 0.0620861 -0.00218842 0.043992 -0.0800022 -0.16634 -0.439066 -0.130846 internal_weight=0 711 241 40 201 162 470 138 446 215 231 210 107 133573 133548 2091 2065 131457 131398 2044 1488 131368 1329 130039 189 556 193 59 164 internal_count=134284 711 241 40 201 162 470 138 446 215 231 210 107 133573 133548 2091 2065 131457 131398 2044 1488 131368 1329 130039 189 556 193 59 164 cat_boundaries=0 3 4 10 16 17 cat_threshold=4227584 135424 4096 3350 838860928 269615488 134223873 8224 17409 570425360 2148532224 3 12292 419430400 139840 32 461 is_linear=0 shrinkage=0.01 Tree=422 num_leaves=30 num_cat=4 split_feature=0 4 7 5 5 24 1 0 7 23 9 3 2 9 3 1 24 7 9 2 11 25 24 9 1 1 1 3 3 split_gain=87951.1 349109 239423 315789 438308 104218 73598.3 66209.4 48310.8 45412.8 40792 165022 163134 152014 110586 98142.2 146397 113395 106824 88554 65435.3 53795.1 111612 52377.7 51930.5 38374.3 26635.5 23744.6 13081.6 threshold=224.14500000000001 337.69674000000003 43.669000000000011 54.652568500000008 186.65435000000002 0 56.871000000000002 638.18750000000011 276.13500000000005 219.08740500000002 37.455000000000005 10.563252000000004 212.70000000000005 414.36000000000007 782.62500000000011 8.7187500000000018 1 260.88220000000007 70.803195000000017 1048.2900000000002 43.840000000000011 2 3 797.90800000000002 543.20000000000016 233.61825000000005 166.69750000000002 12.567000000000002 1048.2900000000002 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 1 2 2 2 2 2 2 left_child=9 2 3 5 -5 6 7 -2 -4 10 14 15 13 20 19 17 18 23 -17 21 -13 22 -1 -12 -23 27 -18 -7 -16 right_child=1 -3 8 4 -6 25 -8 -9 -10 -11 11 12 -14 -15 28 16 26 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 leaf_value=-0.046328857211356475 0.26563962086764248 1.4127729835510254 -0.33296149216200177 1.8661389112472535 -0.0079160595857180084 0.0087334817657705212 0.80084176835559662 -0.19735299825668334 -0.94015801429748536 -0.42738516807556154 -0.024152890056877992 0.04565587277281774 1.0272734689712524 1.0059101213727679 -0.27256974520506683 0.1866589766851178 0.02191597909787122 0.70702678793952578 0.82811707367897025 -0.54488477102915445 0.43146970538117674 -0.0023558102007412225 0.13895710648634496 -0.42690564300074718 0.20841652523758064 -0.44951866843483668 -0.33861951616075303 -0.27759999245405198 -0.57145145058631897 leaf_weight=554 165 20 38 24 26 305 21 38 20 25 1501 219 25 21 27 54 85 21 50 30 55 129927 770 33 117 22 27 32 32 leaf_count=554 165 20 38 24 26 305 21 38 20 25 1501 219 25 21 27 54 85 21 50 30 55 129927 770 33 117 22 27 32 32 internal_value=0 0.110297 0.0725987 0.128944 0.89163 0.0635333 0.227132 0.178971 -0.54234 -0.00121934 -0.00113957 0.0426816 0.251673 0.185944 -0.0018366 0.00491912 0.204655 -0.0228256 0.451627 -0.00164225 0.1231 -0.00151819 0.061662 -0.0328171 -0.00216601 -0.0436556 -0.0596711 -0.0184555 -0.434675 internal_weight=0 711 691 633 50 583 224 203 58 133573 133548 2091 320 295 131457 1771 216 1555 104 131398 274 131368 1324 1534 130044 359 112 337 59 internal_count=134284 711 691 633 50 583 224 203 58 133573 133548 2091 320 295 131457 1771 216 1555 104 131398 274 131368 1324 1534 130044 359 112 337 59 cat_boundaries=0 1 2 8 9 cat_threshold=838 1101 2148532224 67108866 12292 419430400 139840 32 3098 is_linear=0 shrinkage=0.01 Tree=423 num_leaves=30 num_cat=5 split_feature=0 25 7 9 0 0 0 0 24 9 5 23 5 9 6 25 0 13 9 5 5 5 11 0 25 24 1 0 26 split_gain=86200.8 344256 426574 927840 91253.6 96384.6 87887.3 82352 75403.5 53514.1 50372.5 44509.1 44143 39980.1 178969 98238.2 243659 153372 56822.5 96683 46300.8 41507 34588.3 33269.6 33082.1 106133 35671.4 9950.15 13727.2 threshold=224.14500000000001 0 43.669000000000011 18.271250000000006 782.62500000000011 539.75000000000011 362.49400000000003 233.17050000000003 1 9.0802500000000013 0.6795000000000001 219.08740500000002 7.9955000000000007 37.455000000000005 338.4500000000001 2 102.15500000000002 68.145500000000013 152.84000000000003 26.385000000000002 172.35100000000003 1066.3056000000001 756.4475000000001 782.62500000000011 3 4 543.20000000000016 638.18750000000011 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 1 2 2 2 left_child=11 2 3 4 5 6 -2 -3 9 10 23 13 27 21 15 16 17 -15 19 -17 -20 22 24 -9 25 -1 -26 28 -10 right_child=1 7 -4 -5 -6 -7 -8 8 12 -11 -12 -13 -14 14 -16 18 -18 -19 20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 leaf_value=-0.045796304421765466 0.20887861143841463 0.51828519761562353 -0.56366010930087118 2.4079782666206357 0.87568683709417072 -0.24295320295518444 0.80428036648886547 0.089839993679807301 -0.047168721652325288 -0.43488719486054922 0.55918891202835808 -0.42311132316589362 -0.63614930857782781 0.067782169021578395 0.8667446745358981 0.0030969503878217762 1.2405825052261352 0.8737451240539551 -0.069009360259893002 0.3135054168424436 -0.48023574483805692 -0.40133143966014573 0.31258156040736607 -0.33233298892066593 -0.002446203560195437 0.14905213997296407 0.16933249804599224 -0.3174793339403052 -0.2362497549840849 leaf_weight=550 85 24 37 25 28 31 35 168 81 21 21 25 23 425 26 964 20 25 490 112 29 26 35 21 130171 554 121 38 73 leaf_count=550 85 24 37 25 28 31 35 168 81 21 21 25 23 425 26 964 20 25 490 112 29 26 35 21 130171 554 121 38 73 internal_value=0 0.109194 0.407316 0.60339 0.351353 0.254125 0.382537 -0.0512484 -0.083045 0.0444998 0.0945576 -0.00120708 -0.212278 -0.0011281 0.0422548 0.0318738 0.157214 0.112558 -0.00600832 0.0354071 -0.0919873 -0.00181816 -0.00173913 0.0429319 -0.00182286 0.0524412 -0.0022865 -0.172558 -0.136798 internal_weight=0 711 241 204 179 151 120 470 446 231 210 133573 215 133548 2091 2065 470 450 1595 1076 519 131457 131431 189 131396 1104 130292 192 154 internal_count=134284 711 241 204 179 151 120 470 446 231 210 133573 215 133548 2091 2065 470 450 1595 1076 519 131457 131431 189 131396 1104 130292 192 154 cat_boundaries=0 3 4 8 14 15 cat_threshold=4227584 135424 4096 3350 37749248 4128 536872000 2151677952 2148532224 67108866 8196 419495936 139840 32 3099 is_linear=0 shrinkage=0.01 Tree=424 num_leaves=29 num_cat=8 split_feature=0 4 7 25 2 0 25 24 6 9 6 2 25 24 9 2 4 11 25 24 1 0 25 9 11 7 0 0 split_gain=84485.2 340764 230971 257222 459794 103433 107692 65504.3 60401.2 38779.9 175540 193762 80500.1 80575 112924 75439 43274.2 39286.3 37152.1 96135.4 35485.7 33809.2 33132 28683 12658.7 11377 4297.36 137.749 threshold=224.14500000000001 337.69674000000003 43.669000000000011 0 15.582750000000003 233.17050000000003 1 2 30.031750000000002 37.455000000000005 338.4500000000001 397.42490000000004 3 4 454.75000000000006 1048.2900000000002 1048.2900000000002 756.4475000000001 5 6 543.20000000000016 393.76511200000004 7 168.64500000000001 66.937500000000014 12.562400000000002 539.75000000000011 638.18750000000011 decision_type=2 2 2 9 2 2 9 1 2 2 2 2 9 1 2 2 2 2 9 1 2 2 9 2 2 2 2 2 left_child=9 2 3 4 21 -5 26 -8 -4 15 11 12 23 14 -14 16 17 18 19 -1 -20 -2 -15 24 -11 -25 -7 -23 right_child=1 -3 8 5 -6 6 7 -9 -10 10 -12 -13 13 22 -16 -17 -18 -19 20 -21 -22 27 -24 25 -26 -27 -28 -29 leaf_value=-0.051775928943549994 0.49471048380877519 1.3949166221618652 -0.29901391073277123 0.59979093583424881 1.8895593164183877 -0.26130271483035317 0.24608087918141505 -0.021696499144131281 -0.97795144557952884 -0.044880709125559741 0.85807725759652942 0.98691244210515705 0.11506903480676312 -0.12752158333172744 0.70747875565115137 -0.49512340145726358 -0.40206057725129307 0.33820328908808095 -0.0024416589941650409 0.12635827613332884 0.1703217337311817 0.074790306920590605 0.026899060075265772 -0.15388659453625145 0.20767804236639115 -0.39615409016609193 -0.41303138772646586 0.10870060195922852 leaf_weight=512 37 20 38 30 22 84 133 255 20 361 26 21 600 164 34 31 27 34 130036 722 119 23 680 163 21 22 24 25 leaf_count=512 37 20 38 30 22 84 133 255 20 361 26 21 600 164 34 31 27 34 130036 722 119 23 680 163 21 22 24 25 internal_value=0 0.108102 0.0708571 0.126199 0.549678 0.0290514 -0.00488344 0.0739698 -0.53313 -0.00119493 0.0415214 0.0312453 0.0214316 0.0601259 0.144559 -0.00187459 -0.00175827 -0.00167603 -0.00176398 0.0526264 -0.00228353 0.267553 -0.00424872 -0.0790981 -0.0309966 -0.182697 -0.270018 0.0924519 internal_weight=0 711 691 633 107 526 496 388 58 133573 2092 2066 2045 1478 634 131481 131450 131423 131389 1234 130155 85 844 567 382 185 108 48 internal_count=134284 711 691 633 107 526 496 388 58 133573 2092 2066 2045 1478 634 131481 131450 131423 131389 1234 130155 85 844 567 382 185 108 48 cat_boundaries=0 1 7 8 14 15 21 22 23 cat_threshold=32768 0 1048576 256 4194304 16777217 536870912 2566 838860928 269617536 134223873 8224 17409 570425360 3137 2148532224 67108867 8196 419495936 139840 32 3091 4227072 is_linear=0 shrinkage=0.01 Tree=425 num_leaves=17 num_cat=1 split_feature=8 0 2 5 4 4 25 9 3 9 13 23 6 8 5 8 split_gain=75067.1 133065 69441 84007.5 65944.1 60750.6 57128.7 83366.9 353806 282768 53165.8 35436.2 2050.01 735.301 427.814 278.159 threshold=574.83500000000015 60.461000000000006 1048.2900000000002 650.90000000000009 1048.2900000000002 78.331000000000003 0 370.88500000000005 782.62500000000011 496.59492500000005 673.83140000000014 4.432500000000001 24.588000000000005 808.31735000000015 783.48000000000013 675.58140000000014 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=2 12 3 4 6 14 7 8 -1 -9 11 -8 13 15 -5 -2 right_child=1 -3 -4 5 -6 -7 10 9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.029546617877822107 -0.12731710995946613 -0.99287583780288702 -0.40994626033596876 0.12110215641203381 -0.47534536263038368 0.76833883220499222 -0.00031068345923872156 1.3082164792445574 -1.1866287537415823 -0.080294135023247115 0.48073525677556578 0.12969862012068431 -0.012152039437066942 -0.092083009991508258 0.17638154496749242 -0.17942619585990904 leaf_weight=7232 21 20 41 21 29 22 126370 22 24 44 23 210 21 39 42 20 leaf_count=7232 21 20 41 21 29 22 126370 22 24 44 23 210 21 39 42 20 internal_value=0 -0.247654 0.00153449 0.00166035 0.00146093 0.315937 0.00156418 0.0287029 0.025524 0.382543 -7.64098e-06 -9.49941e-05 -0.100085 -0.123168 0.157955 -0.152736 internal_weight=0 121 134080 134039 133954 85 133925 7322 7256 66 126603 126580 101 80 63 41 internal_count=134201 121 134080 134039 133954 85 133925 7322 7256 66 126603 126580 101 80 63 41 cat_boundaries=0 6 cat_threshold=2148827136 393218 12292 961642496 139778 16850944 is_linear=0 shrinkage=0.01 Tree=426 num_leaves=23 num_cat=2 split_feature=8 4 5 3 1 3 17 24 1 5 25 6 7 26 6 4 13 17 23 6 8 8 split_gain=73573.2 125205 68082.8 466300 276812 171687 136307 97728.4 303199 75612.6 45853.7 72089.4 55608.7 54420.6 78199.7 49615.1 44743.7 35333.6 38655.6 17547.9 8743.82 8294.46 threshold=574.83500000000015 60.372500000000009 120.63500000000002 442.27000000000004 398.24814000000003 1048.2900000000002 221.02980000000002 0 110.64500000000001 336.69250000000005 1 319.87968000000006 650.90000000000009 2022.5000000000002 483.07500000000005 64.756750000000025 557.40000000000009 524.22500000000014 232.65000000000001 33.660945000000005 808.31735000000015 675.58140000000014 decision_type=2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=2 19 5 4 6 10 7 8 -4 -9 11 12 15 -13 -15 -1 17 18 -12 20 21 -2 right_child=1 -3 3 -5 -6 -7 -8 9 -10 -11 16 13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=0.013376183645016151 -0.087804326653480536 -0.96805365931987764 0.049447954458467079 1.4598930839697519 1.1590569829940796 -0.72031389698837744 0.82203713825770797 -0.017789692076975887 1.1408200906824184 -0.29834354070803293 -0.00077374000855325281 -0.084388938290732241 0.40146180654826913 0.86063360019966417 0.17989453188578289 0.13415649413978314 0.38561805407206218 0.35457197189331058 0.43889583396911619 -0.36729816395044323 -0.14705863415998849 0.19064705133438112 leaf_weight=8669 20 20 445 24 22 33 21 368 27 130 123771 28 38 27 45 354 30 28 20 20 38 23 leaf_count=8669 20 20 445 24 22 33 21 368 27 130 123771 28 38 27 45 354 30 28 20 20 38 23 internal_value=0 -0.245177 0.00151914 0.0822321 0.0495925 0.000890029 0.0249627 0.00770641 0.109557 -0.0892348 0.00106896 0.0226447 0.0197224 0.289695 0.435172 0.0181148 -0.000528763 -0.000622365 -0.000702706 -0.102034 -0.0365362 0.0611348 internal_weight=0 121 134080 1037 1013 133043 991 970 472 498 133010 9161 9061 100 72 9023 123849 123819 123791 101 81 43 internal_count=134201 121 134080 1037 1013 133043 991 970 472 498 133010 9161 9061 100 72 9023 123849 123819 123791 101 81 43 cat_boundaries=0 1 7 cat_threshold=1857 2153021440 537264130 12420 961642496 134357506 16851072 is_linear=0 shrinkage=0.01 Tree=427 num_leaves=16 num_cat=1 split_feature=8 4 2 5 4 4 25 18 9 13 9 6 8 8 5 split_gain=72109.1 122713 68161.1 82044.9 64780.2 59141.3 55008.1 167314 62253.4 51334.2 34066.8 17198.7 8569.81 8129.4 426.43 threshold=574.83500000000015 60.372500000000009 1048.2900000000002 650.90000000000009 1048.2900000000002 78.331000000000003 0 342.98550000000006 370.88500000000005 673.83140000000014 678.37500000000011 33.660945000000005 808.31735000000015 675.58140000000014 783.48000000000013 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=2 11 3 4 6 14 7 8 -1 10 -8 12 13 -2 -5 right_child=1 -3 -4 5 -6 -7 9 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.022524656443252522 -0.086926282286643994 -0.95837312722206125 -0.40616706080553011 0.1195439066205706 -0.47114831727126549 0.7585823188044809 -4.4027362275799902e-06 0.81394829785382306 0.33338707291162933 0.47238101254338805 -0.29946436116569919 -0.36362518244981767 -0.14558804552904087 0.18874058557593304 0.17473380785612833 leaf_weight=7230 20 20 41 21 29 22 126542 27 65 23 38 20 38 23 42 leaf_count=7230 20 20 41 21 29 22 126542 27 65 23 38 20 38 23 42 internal_value=0 -0.242726 0.00150395 0.00162865 0.00143157 0.312212 0.0015339 0.0281642 0.0252945 -8.46685e-06 -9.43022e-05 -0.101013 -0.0361708 0.0605234 0.156337 internal_weight=0 121 134080 134039 133954 85 133925 7322 7295 126603 126580 101 81 43 63 internal_count=134201 121 134080 134039 133954 85 133925 7322 7295 126603 126580 101 81 43 63 cat_boundaries=0 6 cat_threshold=2148827136 393218 12292 961642496 139778 16850944 is_linear=0 shrinkage=0.01 Tree=428 num_leaves=19 num_cat=3 split_feature=8 0 2 5 0 1 17 2 24 4 25 1 7 0 24 6 8 8 split_gain=70674.2 129100 66804.7 80961.4 399694 228573 189695 175514 147556 60728.3 40273.1 80956.9 59996.3 53782.3 49457.9 2232.5 823.281 350.317 threshold=574.83500000000015 60.461000000000006 1048.2900000000002 120.63500000000002 311.36400000000009 8.3632500000000025 109.37875000000001 335.81400000000008 0 1048.2900000000002 1 1066.3056000000001 650.90000000000009 430.17000000000002 2 24.588000000000005 808.31735000000015 675.58140000000014 decision_type=2 2 2 2 2 2 2 2 1 2 9 2 2 2 1 2 2 2 left_child=2 15 3 9 6 -6 7 8 -5 10 13 12 -12 14 -1 16 17 -2 right_child=1 -3 -4 4 5 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 leaf_value=0.14693649719863183 -0.12179420919645401 -0.97433266699314125 -0.40210538026763176 0.34115752831749296 1.7860209392365953 0.29226404094696046 0.84667879104614263 0.90874359000812877 -0.040623219336821184 -0.47328138174834072 1.5155648120377004e-05 0.58100938081741338 0.31116498274187887 -0.37943598588307703 0.025832362718187101 -0.0031815646092096966 -0.086141122229015224 -0.18027290225028991 leaf_weight=399 21 20 41 105 21 20 29 22 836 27 130453 24 62 30 2011 21 39 20 leaf_count=399 21 20 41 105 21 20 29 22 836 27 130453 24 62 30 2011 21 39 20 internal_value=0 -0.240298 0.00148891 0.00161236 0.0898002 1.05736 0.0498104 0.0258133 0.00517096 0.000927448 0.00102373 0.000269734 0.000162965 0.0411923 0.0465993 -0.0949451 -0.119033 -0.15032 internal_weight=0 121 134080 134039 1033 41 992 963 941 133006 132979 130539 130515 2440 2410 101 80 41 internal_count=134201 121 134080 134039 1033 41 992 963 941 133006 132979 130539 130515 2440 2410 101 80 41 cat_boundaries=0 1 7 8 cat_threshold=5 2148794368 393218 12292 156336128 134357506 16850944 1028 is_linear=0 shrinkage=0.01 Tree=429 num_leaves=15 num_cat=1 split_feature=8 0 9 2 5 3 1 3 0 4 25 8 8 8 split_gain=69267.9 126531 67388 65444.9 65110.7 521674 270351 168559 92519.3 59557.8 52553.9 1667.96 1097.26 6.63318 threshold=574.83500000000015 60.461000000000006 1037.4750000000001 1048.2900000000002 120.63500000000002 442.27000000000004 398.24814000000003 1048.2900000000002 430.17000000000002 1048.2900000000002 0 675.58140000000014 1066.3056000000001 808.31735000000015 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=2 11 3 4 7 6 8 9 -6 10 -1 -2 13 -13 right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11 -12 12 -14 -15 leaf_value=0.063472276280175391 -0.16485045738220216 -0.96458934295177456 0.54271448550016987 -0.39808432125463716 0.0083273715057979921 1.6040779460560191 1.1438310237364335 -0.71371328671773271 0.66418520320545538 -0.46854857427102553 0.00052876076605974035 -0.046649808971970172 -0.12338043782286919 -0.039341784759384137 leaf_weight=1330 25 20 23 41 963 22 22 33 22 27 131597 27 26 23 leaf_count=1330 25 20 23 41 963 22 22 33 22 27 131597 27 26 23 internal_value=0 -0.237895 0.00147438 0.00138152 0.00150373 0.0807438 0.0474634 0.000890599 0.022976 0.00106797 0.00116336 -0.0939956 -0.0706881 -0.0432881 internal_weight=0 121 134080 134057 134016 1029 1007 132987 985 132954 132927 101 76 50 internal_count=134201 121 134080 134057 134016 1029 1007 132987 985 132954 132927 101 76 50 cat_boundaries=0 6 cat_threshold=1048576 393218 4100 151060480 139264 8192 is_linear=0 shrinkage=0.01 Tree=430 num_leaves=21 num_cat=3 split_feature=1 14 2 9 25 25 6 5 2 0 23 2 24 0 1 12 26 14 26 26 split_gain=78294.1 59412.1 101491 79306.2 55420.4 47702.3 138011 265754 97741.5 90604.4 45323.1 34415.8 26759.9 13348.7 8161.76 1351.97 867.847 547.688 198.777 50.2691 threshold=650.90000000000009 449.47000000000008 110.457785 1037.4750000000001 0 1 442.89500000000004 48.662000000000006 783.48000000000013 539.75000000000011 190.83300750000001 26.787500000000005 2 77.552000000000007 1066.3056000000001 3.2850000000000006 2022.5000000000002 549.10000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 9 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 3 15 4 12 6 9 -8 10 -6 -7 13 19 14 18 17 -14 -3 -2 -1 right_child=11 2 -4 -5 5 8 7 -9 -10 -11 -12 -13 16 -15 -16 -17 -18 -19 -20 -21 leaf_value=-0.0090924111350637968 -0.34422359744707742 -0.10182227750619254 -0.85835997286297028 0.55208196273216836 0.016697584023627098 -0.0022696491516209449 0.11555126404416735 1.4247189302444456 0.54211786356839275 -0.30699144089358976 0.46234018802642823 -0.61783356753262608 -0.19945073471512906 0.043928780215127132 -0.10201350945692797 -0.15692643284797669 -0.24352218802257253 -0.04243561026724902 -0.30209532136008854 -0.021779163777828216 leaf_weight=61 24 24 21 26 14345 119019 69 20 33 87 21 22 86 21 26 20 93 44 21 64 leaf_count=61 24 24 21 26 14345 119019 69 20 33 87 21 22 86 21 26 20 93 44 21 64 internal_value=0 -0.000344065 -0.233716 -0.000154125 -0.000261357 5.05499e-05 0.0171555 0.409746 -0.00203667 0.0147463 -0.00218769 -0.262522 -0.132958 -0.177557 -0.243066 -0.0846526 -0.210584 -0.0633956 -0.324564 -0.0144334 internal_weight=0 134033 109 133924 133898 133594 14521 89 119073 14432 119040 114 304 92 71 88 179 68 45 125 internal_count=134147 134033 109 133924 133898 133594 14521 89 119073 14432 119040 114 304 92 71 88 179 68 45 125 cat_boundaries=0 6 12 13 cat_threshold=1048576 0 0 150994944 0 8192 311296 605421586 1074008389 806355072 191041 2162689 842 is_linear=0 shrinkage=0.01 Tree=431 num_leaves=18 num_cat=0 split_feature=1 14 2 9 10 0 22 9 10 2 0 1 0 10 12 14 26 split_gain=76736.1 58229.8 99471.6 77728 55721.2 53399.3 48511.7 46294.8 42592.6 33730.9 13083.1 7999.34 4314.19 3534.82 1325.06 536.789 194.821 threshold=650.90000000000009 449.47000000000008 110.457785 1037.4750000000001 638.18750000000011 782.62500000000011 231.57000000000002 249.30000000000004 747.99000000000012 26.787500000000005 77.552000000000007 1066.3056000000001 1083.9006000000002 950.63250000000005 3.2850000000000006 549.10000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 14 4 5 6 7 -1 -6 10 11 16 -7 -10 15 -3 -2 right_child=9 2 -4 -5 8 12 -8 -9 13 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-5.8481892391504339e-05 -0.34078135093053186 -0.10080405334631602 -0.84977637881324397 0.54656112890977127 0.67273156571388248 -0.17739481317691316 0.36679220875104274 -0.12048206347681116 0.045228108030099134 -0.61165522662076088 0.043489501249222524 -0.10099335633791411 -0.32184900435534386 0.21541706416917883 -0.15535717189311982 -0.042011256461793725 -0.29907437233697798 leaf_weight=133390 24 24 21 26 20 39 36 320 26 22 21 26 44 23 20 44 21 leaf_count=133390 24 24 21 26 20 39 36 320 26 22 21 26 44 23 20 44 21 internal_value=0 -0.000340624 -0.231378 -0.000152584 -0.000258744 -0.000405222 -0.000247863 -0.000346684 0.283843 -0.259897 -0.175781 -0.240636 -0.253973 0.125113 -0.0838061 -0.0627617 -0.321318 internal_weight=0 134033 109 133924 133898 133829 133746 133710 69 114 92 71 83 49 88 68 45 internal_count=134147 134033 109 133924 133898 133829 133746 133710 69 114 92 71 83 49 88 68 45 is_linear=0 shrinkage=0.01 Tree=432 num_leaves=21 num_cat=3 split_feature=1 14 2 9 25 25 6 5 2 9 23 2 24 0 1 26 14 26 14 26 split_gain=75209 57071.1 97492.2 76181.2 54307.7 46794.6 135194 260218 95758.3 88202.8 44432 33059.6 26238.2 12822.7 7840.15 850.6 574.944 190.944 81.6937 48.7281 threshold=650.90000000000009 449.47000000000008 110.457785 1037.4750000000001 0 1 442.89500000000004 48.662000000000006 783.48000000000013 114.12500000000001 190.83300750000001 26.787500000000005 2 77.552000000000007 1066.3056000000001 2022.5000000000002 549.10000000000002 2022.5000000000002 751.80750000000012 2022.5000000000002 decision_type=2 2 2 2 9 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 3 16 4 12 6 9 -8 10 -6 -7 13 19 14 17 -14 -3 -2 -18 -1 right_child=11 2 -4 -5 5 8 7 -9 -10 -11 -12 -13 15 -15 -16 -17 18 -19 -20 -21 leaf_value=-0.0090009106182661214 -0.33737354000409447 -0.11762798001689297 -0.84127861545199434 0.5410955509772668 0.018361899664129992 -0.0022452922460448606 0.11444213957026385 1.4099014096260072 0.53659092643044215 -0.14826510749596816 0.45777471360706146 -0.60553867340087897 -0.19745564360951268 0.043054602146148681 -0.099983443113473736 -0.24108698260399603 -0.07469949644058943 -0.29608362720126197 -0.050573412513732915 -0.021491696685552598 leaf_weight=61 24 31 21 26 14107 119019 69 20 33 325 21 22 86 21 26 93 32 21 25 64 leaf_count=61 24 31 21 26 14107 119019 69 20 33 325 21 22 86 21 26 93 32 21 25 64 internal_value=0 -0.000337218 -0.229065 -0.000151058 -0.000256156 5.26034e-05 0.016994 0.405557 -0.00201466 0.0146096 -0.00216414 -0.257298 -0.131614 -0.174023 -0.238229 -0.208478 -0.082968 -0.318105 -0.0641179 -0.0142557 internal_weight=0 134033 109 133924 133898 133594 14521 89 119073 14432 119040 114 304 92 71 179 88 45 57 125 internal_count=134147 134033 109 133924 133898 133594 14521 89 119073 14432 119040 114 304 92 71 179 88 45 57 125 cat_boundaries=0 6 12 13 cat_threshold=1048576 0 0 150994944 0 8192 311296 605421586 1074008389 806355072 191041 2162689 842 is_linear=0 shrinkage=0.01 Tree=433 num_leaves=20 num_cat=2 split_feature=1 14 2 9 10 25 22 9 10 2 24 0 1 10 12 26 14 26 26 split_gain=73712.4 55935.4 95552.1 74665.2 54273.2 53108.8 50947.5 50719 41736.7 32401.8 25716.1 12567.5 7684.13 3388.93 1299.31 833.673 516.605 187.144 47.7583 threshold=650.90000000000009 449.47000000000008 110.457785 1037.4750000000001 638.18750000000011 0 231.57000000000002 264.73700000000002 747.99000000000012 26.787500000000005 1 77.552000000000007 1066.3056000000001 950.63250000000005 3.2850000000000006 2022.5000000000002 549.10000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 3 14 4 5 10 7 -7 -6 11 18 12 17 -10 16 -12 -3 -2 -1 right_child=9 2 -4 -5 8 6 -8 -9 13 -11 15 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.0089109008038630259 -0.33399980346361796 -0.098619734148184451 -0.83286583310081852 0.53568456282982457 0.66509419226646427 9.6426920805468225e-05 0.3813861893926348 -0.13161662753480693 0.044786462004368123 -0.59948329231955788 -0.1954810864426369 0.042624062583560038 -0.098983608025770914 0.21142624357472298 -0.15299079620838166 -0.23867611280051612 -0.040942847430706024 -0.29312279020036974 -0.021276771128177642 leaf_weight=61 24 24 21 26 20 133197 35 293 26 22 86 21 26 23 20 93 44 21 64 leaf_count=61 24 24 21 26 20 133197 35 293 26 22 86 21 26 23 20 93 44 21 64 internal_value=0 -0.000333846 -0.226774 -0.000149547 -0.000253594 -0.000398157 -9.26452e-05 -0.000192673 0.280132 -0.254725 -0.130298 -0.172283 -0.235847 0.123005 -0.0821384 -0.206393 -0.0612994 -0.314924 -0.0141132 internal_weight=0 134033 109 133924 133898 133829 133525 133490 69 114 304 92 71 49 88 179 68 45 125 internal_count=134147 134033 109 133924 133898 133829 133525 133490 69 114 304 92 71 49 88 179 68 45 125 cat_boundaries=0 6 7 cat_threshold=1048576 0 0 150994944 0 8192 842 is_linear=0 shrinkage=0.01 Tree=434 num_leaves=20 num_cat=2 split_feature=1 14 2 9 10 25 9 14 23 10 2 24 26 1 10 12 26 14 26 split_gain=72245.5 54822.2 93650.6 73179.4 53193.2 52051.9 49785.4 168355 51353.4 40906.2 31757 25204.3 6287.82 24547.5 3321.49 1273.46 817.083 506.325 46.808 threshold=650.90000000000009 449.47000000000008 110.457785 1037.4750000000001 638.18750000000011 0 264.73700000000002 109.93000000000002 190.83300750000001 747.99000000000012 26.787500000000005 1 2022.5000000000002 1066.3056000000001 950.63250000000005 3.2850000000000006 2022.5000000000002 549.10000000000002 2022.5000000000002 decision_type=2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 3 15 4 5 11 8 -8 -7 -6 12 18 -2 -14 -11 17 -13 -3 -1 right_child=10 2 -4 -5 9 6 7 -9 -10 14 -12 16 13 -15 -16 -17 -18 -19 -20 leaf_value=-0.0088217911954785958 -0.084212639223445546 -0.097633535365263618 -0.82453718117305219 0.53032774118276738 0.65844327640533451 0.00011855386002269037 -0.19690503313425273 0.73238731350217545 0.50687820148468021 0.044338604807853697 -0.59348846132105049 -0.19352627587872881 -0.04169112132145808 -0.4955553111163053 0.20931198161581288 -0.15146088755130768 -0.23628935126848119 -0.040533420362255788 -0.021064008623361587 leaf_weight=61 44 24 21 26 20 133212 272 21 20 26 22 86 26 22 23 20 93 44 64 leaf_count=61 44 24 21 26 20 133212 272 21 20 26 22 86 26 22 23 20 93 44 64 internal_value=0 -0.000330507 -0.224506 -0.000148052 -0.000251058 -0.000394175 -9.17188e-05 -0.1303 0.000194626 0.277331 -0.252178 -0.128995 -0.17056 -0.249712 0.121775 -0.081317 -0.204329 -0.0606864 -0.013972 internal_weight=0 134033 109 133924 133898 133829 133525 293 133232 69 114 304 92 48 49 88 179 68 125 internal_count=134147 134033 109 133924 133898 133829 133525 293 133232 69 114 304 92 48 49 88 179 68 125 cat_boundaries=0 6 7 cat_threshold=1048576 0 0 150994944 0 8192 842 is_linear=0 shrinkage=0.01 Tree=435 num_leaves=22 num_cat=1 split_feature=6 2 1 8 2 2 8 24 1 0 0 0 1 4 1 3 0 2 0 2 0 split_gain=94245.5 53634.2 240288 143629 91476 80553.9 143838 68617.4 48405.4 48256.7 75244.2 80418.3 41674.7 38480.9 28455.3 39112 19649 16107.4 11508.4 4354.16 294.226 threshold=1043.5418000000002 440.18000000000006 293.71100000000007 118.623 1048.2900000000002 272.73498000000006 35.250000000000007 0 25.371000000000002 1083.9006000000002 539.75000000000011 430.17000000000002 45.380000000000003 543.53000000000009 26.014500000000009 11.163000000000002 1.0225000000000002 335.81400000000008 638.18750000000011 364.63500000000005 478.01250000000005 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 14 9 7 8 19 10 11 13 18 -1 15 -3 17 -9 -12 -7 -13 right_child=-2 2 -4 -5 -6 6 -8 16 -10 -11 12 20 -14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.00012639387570144043 -0.57004972784169794 -0.080027001692076868 0.87457924343290783 -1.0528809547424316 -0.6647035844864384 0.11954478163093041 0.99720518827438354 0.11862268680479469 0.66963519637401292 0.3430534786131324 -0.31997493570501151 0.3550513907841274 -0.66638057136535656 -0.18784262182515699 -0.33369146823883056 0.39820508706569668 -0.37066796875000002 -0.16343225753307344 -0.092383200298337367 0.26640464869412506 0.31460573138417425 leaf_weight=133793 29 118 21 20 31 52 20 41 26 41 33 35 20 109 34 20 20 40 68 33 37 leaf_count=133793 29 118 21 20 31 52 20 41 26 41 33 35 20 109 34 20 20 40 68 33 37 internal_value=0 8.58219e-05 -0.14804 -0.244341 -0.164682 0.000354806 0.186531 0.110052 0.267919 3.27975e-05 -7.20822e-05 0.000153037 -0.249329 -2.66182e-05 -0.0745616 -0.010718 -0.0818659 -0.0206637 -0.166745 0.176561 0.334267 internal_weight=0 134612 244 223 203 134368 232 212 111 134136 134095 133974 121 133902 172 138 101 81 101 85 72 internal_count=134641 134612 244 223 203 134368 232 212 111 134136 134095 133974 121 133902 172 138 101 81 101 85 72 cat_boundaries=0 1 cat_threshold=3968 is_linear=0 shrinkage=0.01 Tree=436 num_leaves=22 num_cat=1 split_feature=6 2 1 8 2 2 8 24 1 0 0 0 1 6 1 3 0 2 0 2 0 split_gain=92370 52566.9 235507 140771 89655.6 78950.9 140976 67251.9 47442.1 47296.3 73746.8 78817.9 40845.4 38439.6 27889 38333.7 19258 15786.9 11279.4 4267.51 288.371 threshold=1043.5418000000002 440.18000000000006 293.71100000000007 118.623 1048.2900000000002 272.73498000000006 35.250000000000007 0 25.371000000000002 1083.9006000000002 539.75000000000011 430.17000000000002 45.380000000000003 783.48000000000013 26.014500000000009 11.163000000000002 1.0225000000000002 335.81400000000008 638.18750000000011 364.63500000000005 478.01250000000005 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 14 9 7 8 19 10 11 13 18 -1 15 -3 17 -9 -12 -7 -13 right_child=-2 2 -4 -5 -6 6 -8 16 -10 -11 12 20 -14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.00010918988551617833 -0.56434922321860137 -0.079226731809519113 0.86583348546709338 -1.042352147579193 -0.65805654833393723 0.11834933064877987 0.9872331380844116 0.11743645133041755 0.66293885130148666 0.33962290228866948 -0.31677519422588929 0.3515008556502206 -0.65971676158905024 0.34652078077197074 -0.33035455233910505 0.3942230417728424 -0.36696129274368289 -0.16179793584346772 -0.091459374077179856 0.26374060327356513 0.31145967425526799 leaf_weight=133870 29 118 21 20 31 52 20 41 26 41 33 35 20 32 34 20 20 40 68 33 37 leaf_count=133870 29 118 21 20 31 52 20 41 26 41 33 35 20 32 34 20 20 40 68 33 37 internal_value=0 8.49636e-05 -0.14656 -0.241898 -0.163035 0.000351257 0.184666 0.108952 0.26524 3.24696e-05 -7.13614e-05 0.000151507 -0.246836 -2.6352e-05 -0.073816 -0.0106108 -0.0810473 -0.0204571 -0.165077 0.174795 0.330924 internal_weight=0 134612 244 223 203 134368 232 212 111 134136 134095 133974 121 133902 172 138 101 81 101 85 72 internal_count=134641 134612 244 223 203 134368 232 212 111 134136 134095 133974 121 133902 172 138 101 81 101 85 72 cat_boundaries=0 1 cat_threshold=3968 is_linear=0 shrinkage=0.01 Tree=437 num_leaves=20 num_cat=0 split_feature=6 2 1 14 2 2 3 1 0 0 0 1 7 4 6 2 26 0 1 split_gain=90531.9 51520.8 230820 112743 87386.1 77379.8 131040 105293 46355.1 72279.2 77249.5 40032.6 39157 37727.7 20536.8 19088.3 15517 11054.9 9194.02 threshold=1043.5418000000002 440.18000000000006 293.71100000000007 8.0855000000000015 1048.2900000000002 272.73498000000006 150.51452500000002 84.373000000000005 1083.9006000000002 539.75000000000011 430.17000000000002 45.380000000000003 8.0190000000000019 543.53000000000009 11.178400000000002 312.70000000000005 2022.5000000000002 638.18750000000011 26.014500000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 12 8 7 14 9 10 13 17 18 -1 15 -7 -12 -11 -3 right_child=-2 2 -4 -5 -6 6 -8 -9 -10 11 16 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.00012541874859120717 -0.55870573539158397 -0.097889832457707784 0.85717514174325138 -0.93684133302597772 -0.66500300343831387 -0.16703131642458693 0.89923863784126612 0.71290520038604743 0.33622669266491401 -0.3136074326255105 0.20705505060595136 -0.65311958885192867 0.33583965015411382 -0.18599490606183305 0.30792779792438857 0.061209712343395881 0.5063760630015669 -0.09054477667107301 -0.29851460610117231 leaf_weight=133793 29 124 21 21 30 56 23 25 41 33 43 20 20 109 22 106 29 68 28 leaf_count=133793 29 124 21 21 30 56 23 25 41 33 43 20 20 109 22 106 29 68 28 internal_value=0 8.41141e-05 -0.145094 -0.239479 -0.16698 0.000347745 0.182819 0.103979 3.21449e-05 -7.06477e-05 0.000149992 -0.244368 -0.080116 -2.60884e-05 0.021244 -0.0176884 0.327615 -0.163427 -0.134847 internal_weight=0 134612 244 223 202 134368 232 209 134136 134095 133974 121 172 133902 184 162 72 101 152 internal_count=134641 134612 244 223 202 134368 232 209 134136 134095 133974 121 172 133902 184 162 72 101 152 is_linear=0 shrinkage=0.01 Tree=438 num_leaves=11 num_cat=0 split_feature=6 19 6 3 5 3 4 10 3 3 split_gain=88730.3 41647.7 39653.9 65376.3 33401.3 50415.8 55518.8 38805.7 66342.1 42504.8 threshold=1043.5418000000002 698.35475000000008 783.48000000000013 1048.2900000000002 545.08500000000015 3.2840000000000003 12.359700000000002 362.49400000000003 35.375000000000007 134.02375000000004 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 9 -9 -1 right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11 leaf_value=3.2127731619876504e-05 -0.55311867393296343 -0.45621418714523315 0.33670349475315642 -0.43838230105007397 -0.13996326172822401 0.19188392154632078 -0.70071019950768221 -0.074745224702889759 -0.66109933419661093 0.064706460691195386 leaf_weight=133190 29 20 35 34 76 31 23 157 22 1024 leaf_count=133190 29 20 35 34 76 31 23 157 22 1024 internal_value=0 8.32728e-05 0.000151077 6.35358e-05 0.000174351 -0.16004 -0.270238 0.000329328 -0.146811 0.000525567 internal_weight=0 134612 134592 134557 134523 130 99 134393 179 134214 internal_count=134641 134612 134592 134557 134523 130 99 134393 179 134214 is_linear=0 shrinkage=0.01 Tree=439 num_leaves=27 num_cat=1 split_feature=2 1 8 2 2 8 24 1 0 0 0 1 4 26 1 26 1 3 26 0 2 26 26 2 2 0 split_gain=63931.3 175509 156052 87661.8 75934.9 137530 65718 45644.7 45555.7 83302.8 75762.7 58174.4 39334.7 37643.3 36806.1 28737.2 27084.6 37661.4 15196.9 10846.3 6193.23 4973.12 4686.74 3694.04 1414.93 627.617 threshold=440.18000000000006 293.71100000000007 118.623 1048.2900000000002 272.73498000000006 35.250000000000007 0 25.371000000000002 1083.9006000000002 539.75000000000011 430.17000000000002 45.380000000000003 543.53000000000009 2022.5000000000002 1066.3056000000001 2022.5000000000002 26.014500000000009 11.163000000000002 2022.5000000000002 638.18750000000011 364.63500000000005 2022.5000000000002 2022.5000000000002 783.48000000000013 335.81400000000008 478.01250000000005 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 16 8 6 7 22 9 10 12 19 14 -8 -1 -14 17 23 25 -11 -15 -21 24 -2 -6 -12 right_child=1 -3 -4 -5 5 -7 13 -9 -10 11 18 -13 15 20 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 leaf_value=-1.9969200532648983e-05 -0.10705888281697812 0.67160699802896251 -1.0663205787113734 -0.64159838199615482 0.28344859196589545 0.97371666336059581 0.16997299565209281 0.65093844065299411 0.33323090762626834 -0.31052740675030333 0.16774644309824166 -0.74023273740495954 0.0015372132736703624 -0.29818649525112578 0.32430676787240165 -0.32614246441051364 -0.32440198582761426 0.39196487089991572 0.50128968082625291 -0.028439970413843791 -0.08669449281692504 -0.20919856263243636 0.078919854681148677 0.027934068899888257 0.17912194802210882 0.24417587825230189 leaf_weight=133781 92 23 21 32 26 20 36 26 41 33 22 21 46 45 35 64 34 20 29 45 20 23 33 26 26 21 leaf_count=133781 92 23 21 32 26 20 36 26 41 33 22 21 46 45 35 64 34 20 29 45 20 23 33 26 26 21 internal_value=0 -0.160445 -0.245499 -0.161003 0.000260488 0.18102 0.106237 0.26079 -5.2093e-05 -0.000153976 8.38247e-05 -0.261341 -9.05214e-05 -0.0813807 6.48595e-05 -0.189113 -0.0715901 -0.00930314 0.324382 -0.16177 -0.233112 -0.0895789 0.172132 -0.0773147 0.231285 0.205072 internal_weight=0 248 225 204 134393 232 212 111 134161 134120 133998 122 133926 101 133816 110 172 138 72 101 65 68 85 118 52 43 internal_count=134641 248 225 204 134393 232 212 111 134161 134120 133998 122 133926 101 133816 110 172 138 72 101 65 68 85 118 52 43 cat_boundaries=0 1 cat_threshold=3968 is_linear=0 shrinkage=0.01 Tree=440 num_leaves=12 num_cat=5 split_feature=6 6 25 9 5 9 3 24 25 25 24 split_gain=87792.5 81261.9 71972.1 59867.1 64847.9 54930.2 65579.7 24327.9 28873.3 17384.7 169.529 threshold=1043.5418000000002 783.48000000000013 0 1037.4750000000001 1066.3056000000001 797.90800000000002 1048.2900000000002 1 2 3 4 decision_type=2 2 9 2 2 2 2 1 9 9 1 left_child=1 2 7 4 5 6 -4 9 -9 -1 -10 right_child=-2 -3 3 -5 -6 -7 -8 8 10 -11 -12 leaf_value=0.064767702197240401 -0.53298353612422944 0.51964133389790856 -0.00038533616071817679 0.49903791666030883 -0.5097103295326233 -0.48901476279548983 0.43885350928587075 -0.28191019342906443 -0.056254664990080507 -0.099183994928995767 -0.10630743894748346 leaf_weight=111 31 30 133300 24 25 23 34 124 109 131 157 leaf_count=111 31 30 133300 24 25 23 34 124 109 131 157 internal_value=0 -0.000755138 -0.000871612 -0.000363206 -0.000453093 -0.000357624 -0.000273331 -0.106498 -0.155559 -0.024397 -0.0885784 internal_weight=0 134068 134038 133406 133382 133357 133334 632 390 242 266 internal_count=134099 134068 134038 133406 133382 133357 133334 632 390 242 266 cat_boundaries=0 6 7 11 15 16 cat_threshold=0 67108864 4 150994944 64 18882592 1736 0 0 4 16777216 0 0 4 134217728 274 is_linear=0 shrinkage=0.01 Tree=441 num_leaves=15 num_cat=4 split_feature=6 6 25 9 5 9 3 24 26 25 24 26 26 26 split_gain=86045.3 79644.9 70640 58675.8 63557.4 53837.1 64274.7 24075 33559.4 32539.3 9998.67 8318.01 7334.51 3015.17 threshold=1043.5418000000002 783.48000000000013 0 1037.4750000000001 1066.3056000000001 797.90800000000002 1048.2900000000002 1 2022.5000000000002 2 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 2 1 2 9 1 2 2 2 left_child=1 2 7 4 5 6 -4 8 -1 10 12 -11 -9 -12 right_child=-2 -3 3 -5 -6 -7 -8 9 -10 11 13 -13 -14 -15 leaf_value=-0.13875882971520517 -0.52765369386442251 0.51444490575790403 -0.00038148286453552514 0.49404755194981897 -0.50461323251724244 -0.4841246192351632 0.43446494831758387 0.10043425676957617 0.22769875905951675 -0.17917404295171349 -0.080823046452290298 -0.30657361900105196 -0.068407998275756832 -0.15831244111061096 leaf_weight=51 31 30 133300 24 25 23 34 53 49 103 148 102 50 76 leaf_count=51 31 30 133300 24 25 23 34 53 49 103 148 102 50 76 internal_value=0 -0.000747944 -0.000863253 -0.000359574 -0.000448562 -0.000354048 -0.000270598 -0.105508 0.0370958 -0.132503 -0.0655518 -0.231281 0.0168373 -0.102537 internal_weight=0 134068 134038 133406 133382 133357 133334 632 100 532 327 205 103 224 internal_count=134099 134068 134038 133406 133382 133357 133334 632 100 532 327 205 103 224 cat_boundaries=0 6 7 13 14 cat_threshold=0 67108864 4 150994944 64 18882592 1088 0 67108864 0 134217728 0 18874400 408 is_linear=0 shrinkage=0.01 Tree=442 num_leaves=16 num_cat=4 split_feature=6 6 25 9 9 13 10 24 26 25 24 26 26 26 13 split_gain=84333 78060 69234.3 57508.1 52745.1 50987 39616.2 23595.9 32891.5 31891.8 9799.7 8152.48 7188.55 2955.17 1593.68 threshold=1043.5418000000002 783.48000000000013 0 1037.4750000000001 797.90800000000002 557.40000000000009 362.49400000000003 1 2022.5000000000002 2 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 779.68675000000019 decision_type=2 2 9 2 2 2 2 1 2 9 1 2 2 2 2 left_child=1 2 7 4 5 6 -4 8 -1 10 12 -11 -9 -12 -7 right_child=-2 -3 3 -5 -6 14 -8 9 -10 11 13 -13 -14 -15 -16 leaf_value=-0.13737124181261248 -0.52237716432059966 0.50930048640569048 -3.1501016647192307e-05 0.48910706202189125 -0.47928336869115412 -0.24140587116109913 -0.14889965483263218 0.099429909418214057 0.22542176849988044 -0.17738230061762539 -0.0800148161601376 -0.30350788181903315 -0.067723922348022464 -0.15672931884464464 -0.34536608473459879 leaf_weight=51 31 30 133121 24 23 29 179 53 49 103 148 102 50 76 30 leaf_count=51 31 30 133121 24 23 29 179 53 49 103 148 102 50 76 30 internal_value=0 -0.000740465 -0.000854621 -0.000355978 -0.000444076 -0.000361492 -0.000231406 -0.104452 0.0367248 -0.131178 -0.0648962 -0.228968 0.0166689 -0.101511 -0.294267 internal_weight=0 134068 134038 133406 133382 133359 133300 632 100 532 327 205 103 224 59 internal_count=134099 134068 134038 133406 133382 133359 133300 632 100 532 327 205 103 224 59 cat_boundaries=0 6 7 13 14 cat_threshold=0 67108864 4 150994944 64 18882592 1088 0 67108864 0 134217728 0 18874400 408 is_linear=0 shrinkage=0.01 Tree=443 num_leaves=16 num_cat=5 split_feature=6 6 25 9 5 5 3 24 24 25 25 26 26 26 26 split_gain=82654.8 76506.6 67856.6 56363.7 62269.6 53826.2 255386 42741.4 23277.9 27572.6 17067.8 3729.51 3432.31 2212.96 512.709 threshold=1043.5418000000002 783.48000000000013 0 1037.4750000000001 1066.3056000000001 26.039500000000004 483.18750000000006 1 2 3 4 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 2 1 1 9 9 2 2 2 2 left_child=1 2 8 4 5 7 -7 -4 10 13 11 -1 -12 -10 -11 right_child=-2 -3 3 -5 -6 6 -8 -9 9 14 12 -13 -14 -15 -16 leaf_value=0.014574454458136307 -0.51715338347419615 0.50420743513107302 -0.011368222310569378 0.48421600262324016 -0.49947022294998172 0.031446668160754344 1.0458906497955323 0.001916106936078575 -0.25332122770945231 -0.078776691345607538 -0.055436221080667834 0.13054650165416576 -0.1578844414060078 -0.33785527691245082 -0.10768455932537714 leaf_weight=57 31 30 32185 24 25 3382 25 97765 60 170 68 54 63 64 96 leaf_count=57 31 30 32185 24 25 3382 25 97765 60 170 68 54 63 64 96 internal_value=0 -0.00073306 -0.000846074 -0.000352418 -0.000439635 -0.000346084 0.0388905 -0.00137478 -0.103408 -0.151379 -0.0231592 0.0651261 -0.0972793 -0.274791 -0.0859774 internal_weight=0 134068 134038 133406 133382 133357 3407 129950 632 390 242 111 131 124 266 internal_count=134099 134068 134038 133406 133382 133357 3407 129950 632 390 242 111 131 124 266 cat_boundaries=0 6 7 8 12 16 cat_threshold=0 67108864 4 150994944 64 18882592 2177 1736 0 0 4 16777216 0 0 4 134217728 is_linear=0 shrinkage=0.01 Tree=444 num_leaves=16 num_cat=6 split_feature=6 6 25 9 5 5 25 24 24 25 25 26 26 26 26 split_gain=81009.9 74984.1 65759.7 55252.6 61019.1 52640.1 214183 42333.8 30481.1 17368.3 9853.16 5697.26 2589.38 885.678 21.3489 threshold=1043.5418000000002 783.48000000000013 0 1037.4750000000001 1066.3056000000001 26.039500000000004 1 2 3 4 5 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 9 1 1 9 9 2 2 2 2 left_child=1 2 8 4 5 7 -7 -4 10 13 12 -12 -1 -10 -11 right_child=-2 -3 3 -5 -6 6 -8 -9 9 14 11 -13 -14 -15 -16 leaf_value=-0.012214983999729158 -0.51198184613258613 0.49916537555058799 -0.011342067463136771 0.47937378724416102 -0.49447552886009222 0.22738554912089717 0.0051204941599014364 0.001870265483654163 -0.29082756335918719 -0.11272474374526587 -0.032284666652410803 -0.16035739092265858 0.078095801974099779 -0.34864944758238614 -0.10522671976604978 leaf_weight=64 31 30 32234 24 25 500 2909 97822 52 78 71 68 63 54 74 leaf_count=64 31 30 32234 24 25 500 2909 97822 52 78 71 68 63 54 74 internal_value=0 -0.000725737 -0.000837621 -0.000394576 -0.000480863 -0.00038833 0.0384023 -0.0014051 -0.111587 -0.188543 -0.0328197 -0.0885672 0.0302064 -0.292673 -0.102341 internal_weight=0 134068 134038 133514 133490 133465 3409 130056 524 258 266 139 127 106 152 internal_count=134099 134068 134038 133514 133490 133465 3409 130056 524 258 266 139 127 106 152 cat_boundaries=0 6 10 11 12 16 20 cat_threshold=0 67108864 4 150994944 64 8192 8421376 256 64 32 2177 1738 0 0 4 16777216 0 0 4 134217728 is_linear=0 shrinkage=0.01 Tree=445 num_leaves=19 num_cat=0 split_feature=4 15 6 3 1 8 3 11 19 7 7 7 3 17 11 7 1 17 split_gain=34330.9 74465 83310.9 87087.4 181837 106883 74355.6 40755.1 44830.3 37590.8 74759.9 65677.9 36406.1 28336.5 54823.1 29274.2 31799.5 2495.61 threshold=62.065000000000005 154.34850000000003 296.0025 212.70000000000005 92.530000000000015 262.20565000000005 336.88000000000005 188.68500000000003 36.82800000000001 1042.2668000000001 650.90000000000009 783.48000000000013 26.022000000000002 479.84000000000009 650.90000000000009 549.10000000000002 172.67400000000001 577.6975000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 5 6 7 -5 8 -2 10 13 -12 -4 14 15 16 -1 -15 right_child=1 -3 12 4 -6 -7 -8 -9 -10 -11 11 -13 -14 17 -16 -17 -18 -19 leaf_value=-0.00024374078699338706 0.027165124828963383 -0.41551899637494771 -0.13291143836293901 0.54831451181661006 1.2114562098979951 0.64962406910698989 -0.20221862301681981 0.48663681685924531 0.48136413866823369 -0.37297857703985993 0.79567017121748496 0.065533090318952297 -0.65958033016749795 0.31450485277175905 -0.33794786170125007 -0.34914880191286407 0.063795308712201251 0.17518412748972575 leaf_weight=131727 1777 35 35 22 20 29 33 20 22 27 22 28 21 20 48 24 780 36 leaf_count=131727 1777 35 35 22 20 29 33 20 22 27 22 28 21 20 48 24 780 36 internal_value=0 0.0417114 0.0497979 0.06087 0.394918 0.0473129 0.0979946 0.0377104 0.0327195 0.000112409 0.000188329 0.386793 -0.330412 4.25887e-05 -5.24063e-05 6.99725e-05 0.000133224 0.224942 internal_weight=0 2014 1979 1923 75 1848 55 1819 1799 132712 132685 50 56 132635 132579 132531 132507 56 internal_count=134726 2014 1979 1923 75 1848 55 1819 1799 132712 132685 50 56 132635 132579 132531 132507 56 is_linear=0 shrinkage=0.01 Tree=446 num_leaves=46 num_cat=6 split_feature=25 3 9 2 2 3 15 26 3 6 9 25 24 0 26 2 24 2 1 24 26 1 1 8 6 24 9 3 5 4 1 2 1 26 11 3 18 9 4 4 5 4 5 26 1 split_gain=60172.7 135063 452056 225717 166127 101000 88363.2 84471.6 93731.7 64551.9 54589.5 65286.1 381129 83088.3 67542.5 53801.3 49756 47853.7 42689 100531 207352 199492 38764.7 34073.5 32426.8 88241.6 294933 31905.9 27650.7 26947.9 25433.6 23830.1 23083 13139.7 12912 28073.1 11584.5 10625.3 9813.6 4400.82 3185.75 2808.28 1157.96 1002.5 238.844 threshold=0 232.66575000000003 180.65300000000005 174.86250000000004 25.567150000000002 544.35000000000002 17.644530000000007 2022.5000000000002 483.18750000000006 319.87968000000006 164.68524000000002 1 2 782.62500000000011 2022.5000000000002 272.73498000000006 3 118.99000000000002 213.87530000000001 4 2022.5000000000002 438.37500000000006 45.380000000000003 4.1470000000000011 87.77500000000002 5 9.3037500000000026 544.35000000000002 442.27000000000004 186.22625000000002 789.60480000000007 783.48000000000013 8.7187500000000018 2022.5000000000002 31.444500000000005 37.979395000000004 112.07422500000001 454.75000000000006 26.039500000000004 5.0180000000000007 34.546000000000006 16.747500000000006 7.0400340000000012 2022.5000000000002 364.99000000000007 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 1 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 4 7 9 10 27 -9 18 11 12 14 15 -1 -13 -14 34 24 20 21 -20 40 30 28 26 -26 -3 31 -27 -21 -2 37 -7 35 36 -8 39 -30 -12 41 43 -36 -11 -22 right_child=5 2 -4 -5 -6 33 17 8 -10 22 32 13 16 -15 -16 -17 -18 -19 19 23 44 -23 -24 -25 25 29 -28 -29 38 -31 -32 -33 -34 -35 42 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 leaf_value=0.44736206372578941 -0.0018903752159261096 -0.0013530147292397238 1.5256847318649294 0.98335026167906248 -0.67995842518345007 -0.21854829681330715 -0.087657088015789864 0.067374790971929374 0.72936120115007674 -0.041996374924977618 -0.11427365018012829 0.014835464306754533 -0.19778955418021738 0.51908332506815591 0.95230585813522339 0.21182147429670609 0.054623295410819672 -0.54560053568619948 0.33161018780299595 -0.02166403772855046 -0.022130829720270064 1.490202400788017 -0.59684501193818595 0.36173642703465059 0.1043951593005835 -0.011873681864968622 1.3301267537863359 -0.45954916815672603 -0.12213202294685058 0.36239321374893185 -0.36016006507873533 0.27540273297217588 0.13284250906535558 -0.49668027296117168 -0.21508805219943708 0.28287150239944459 -0.33643324017524717 -0.31298862679060113 -0.37455060631036757 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106 14526 329 404 118612 381 137 65 174 244 118231 682 157 76 117549 525 223 117462 224 70 378 332 312 196 87 153 153 130 46 109 72 internal_count=134726 15870 248 223 197 118856 15622 166 90 118786 15218 14994 435 14559 106 14526 329 404 118612 381 137 65 174 244 118231 682 157 76 117549 525 223 117462 224 70 378 332 312 196 87 153 153 130 46 109 72 cat_boundaries=0 6 11 12 13 14 15 cat_threshold=2148827136 67240208 144389 17334272 143937 16859153 0 0 4100 0 139264 1029 2312 1316 322 is_linear=0 shrinkage=0.01 Tree=447 num_leaves=39 num_cat=5 split_feature=25 15 2 7 4 2 8 6 8 0 4 25 6 2 6 25 9 7 9 5 6 2 7 24 2 25 4 0 7 15 2 4 8 8 26 6 6 6 split_gain=58970 97556.3 88229.4 190808 238450 81436.8 67391.5 66270 63695.7 72681.2 61777.1 68943.1 43454.4 34656.5 32827 105194 287457 32512.2 40760.2 31549.6 30931.8 23080.9 22464.7 20001 79641.8 58533.3 17322.9 24548.9 15346.4 12620.6 9296.93 7657.91 3425.3 7082.59 1785.36 2420.96 1052.35 97.9395 threshold=0 17.644530000000007 272.73498000000006 78.120000000000019 64.756750000000025 397.42490000000004 121.38150000000003 319.87968000000006 367.37500000000006 782.62500000000011 779.31175000000019 1 106.241 65.05725000000001 87.77500000000002 2 9.3037500000000026 650.90000000000009 797.90800000000002 109.52500000000002 124.57250000000001 783.48000000000013 234.29475000000005 3 440.18000000000006 4 191.84395000000004 110.69500000000002 34.480800000000009 465.80000000000001 335.81400000000008 16.747500000000006 574.83500000000015 808.31735000000015 2022.5000000000002 650.90000000000009 442.89500000000004 166.11250000000004 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 5 30 12 14 9 10 11 -1 13 28 17 16 20 18 23 31 -16 -7 26 24 -2 -25 27 -17 29 -3 -4 34 -10 -34 -9 36 -36 -22 right_child=7 6 3 -5 -6 21 -8 19 32 -11 -12 -13 -14 -15 15 22 -18 -19 -20 -21 37 -23 -24 25 -26 -27 -28 -29 -30 -31 -32 -33 33 -35 35 -37 -38 -39 leaf_value=0.22997216005993498 -0.0063028409816809428 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20967 51 47971 20 25 27 23 22 27 26 24 45 20 34 32 internal_value=0 0.0188187 0.0229335 0.240602 0.118888 -0.0301619 -0.130997 -0.00169855 0.0203094 0.0218016 0.020663 0.0213976 -0.0948874 -0.121243 -0.00141032 0.0668188 0.341954 -0.00181573 -0.00190996 -0.19505 0.115372 -0.251486 0.0118569 -0.00182785 -0.00671316 0.00164379 0.000303211 -0.0101347 -0.0973694 -0.116687 0.232661 -0.147399 -0.259368 -0.310572 -0.115571 -0.136308 -0.16119 -0.0328562 internal_weight=0 15870 15447 184 161 140 423 118856 15263 15182 15141 15121 391 368 118679 701 106 117978 117940 177 85 76 595 117917 48979 68938 574 554 347 320 64 157 81 50 130 99 79 53 internal_count=134726 15870 15447 184 161 140 423 118856 15263 15182 15141 15121 391 368 118679 701 106 117978 117940 177 85 76 595 117917 48979 68938 574 554 347 320 64 157 81 50 130 99 79 53 cat_boundaries=0 6 11 17 18 24 cat_threshold=2148827136 67240208 144389 17334272 143937 16859153 0 0 4 0 8192 37749760 0 64 0 0 536870912 2952 551567872 540285506 1082409344 537067520 168839168 809500672 is_linear=0 shrinkage=0.01 Tree=448 num_leaves=35 num_cat=4 split_feature=25 3 9 2 2 3 2 26 3 9 25 0 6 7 0 6 25 9 2 7 9 5 3 9 26 11 12 6 9 25 26 4 26 6 split_gain=57805.4 132012 443314 219708 162661 98920.9 86106.7 82872.2 91837.8 65573.2 70036 96846.5 61995.3 57270.5 36196.9 34731 77105.8 352049 45028.8 31818 70273.2 31497.4 31301.9 29316.3 25677.8 21571.2 20650.6 39600.2 20061.6 14983.6 12849.5 3878.61 2036.78 2728.51 threshold=0 232.66575000000003 180.65300000000005 174.86250000000004 25.567150000000002 544.35000000000002 1048.2900000000002 2022.5000000000002 483.18750000000006 164.68524000000002 1 782.62500000000011 319.87968000000006 650.90000000000009 28.887157000000002 93.171250000000015 2 9.0802500000000013 223.35100000000003 650.90000000000009 797.90800000000002 109.52500000000002 544.35000000000002 797.90800000000002 2022.5000000000002 36.886000000000003 129.06650000000002 42.310750000000006 55.104960000000013 3 2022.5000000000002 16.747500000000006 2022.5000000000002 650.90000000000009 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 6 3 4 7 12 9 22 -9 10 14 13 15 -12 29 19 17 24 28 20 25 31 -3 26 -17 -2 27 -11 -18 -1 -7 32 -14 -34 right_child=5 2 -4 -5 -6 30 -8 8 -10 23 11 -13 21 -15 -16 16 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 33 -35 leaf_value=0.10240512936379659 -0.0020110966017009594 -0.0016082445924932307 1.5102871646881104 0.96999602006031926 -0.67298057494624974 -0.21639351835538601 -0.64072030460834495 0.066630943211642174 0.72189542974744525 -0.12467031823760047 0.012784768138519949 0.56431259542703627 -0.048851161810659599 0.49181227712631226 -0.24085235595703125 0.30792332069741357 0.021268249547475172 1.5301492420434952 0.45372903264087178 0.28773460548175012 -0.56679895140907977 -0.56342284101247786 -0.45544663713091893 -0.50187850725083127 -0.06644544718558329 0.03995213424675588 -0.3893082310756048 0.34349354219436651 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14882 436 118612 642 104 538 117970 117932 174 76 252 84 117910 231 207 515 413 70 154 129 98 cat_boundaries=0 6 11 17 20 cat_threshold=2148827136 67240208 144389 17334272 143937 16859153 0 0 4100 0 139264 37749760 128 0 0 0 536870912 0 0 4096 is_linear=0 shrinkage=0.01 Tree=449 num_leaves=51 num_cat=3 split_feature=25 15 2 1 13 2 13 6 8 5 5 0 6 14 1 26 1 24 26 1 1 1 6 24 7 6 7 1 2 4 0 5 0 2 1 7 4 10 5 2 8 8 4 5 1 1 26 6 1 1 split_gain=56709.1 95792.5 86111.8 323275 77507.4 73004.5 71443.2 63643 62149.3 65415.1 138634 63575.8 61824.4 58430.1 38371.2 35616.8 31871.5 111179 203015 195632 30456.2 30204.2 30095 86398.4 48251.7 45515.9 43556.3 28962.9 28139.4 25894.1 24865 23496.7 19979.8 19325.8 13324.2 12286.6 5820.06 5601.46 3846.75 3395.51 3377.83 6958.21 2967.54 5052.64 2583.03 2561.25 733.158 717.867 226.525 3.33817 threshold=0 17.644530000000007 272.73498000000006 77.943750000000009 557.40000000000009 783.48000000000013 43.943999999999996 319.87968000000006 367.37500000000006 336.69250000000005 401.66700000000003 224.14500000000001 106.241 55.03990000000001 45.380000000000003 2022.5000000000002 213.87530000000001 1 2022.5000000000002 438.37500000000006 364.99000000000007 177.74775000000002 87.77500000000002 2 53.253740000000008 161.20500000000004 650.90000000000009 48.621081000000011 364.63500000000005 186.22625000000002 110.69500000000002 483.07500000000005 91.825000000000003 783.48000000000013 789.60480000000007 34.480800000000009 18.139360000000007 23.780000000000005 650.90000000000009 364.63500000000005 574.83500000000015 808.31735000000015 16.747500000000006 26.039500000000004 276.29750000000007 438.37500000000006 2022.5000000000002 545.08500000000015 364.99000000000007 276.29750000000007 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 8 15 12 16 9 11 -11 -1 27 -8 42 28 22 18 19 44 32 -5 26 24 25 -24 31 35 -4 30 -25 33 36 -2 45 37 -19 -3 -33 -17 -10 -42 43 46 -18 -22 -9 -48 49 -20 right_child=7 6 3 21 -6 -7 13 14 40 10 -12 -13 -14 -15 -16 39 17 20 48 -21 34 -23 23 29 -26 -27 -28 -29 -30 -31 -32 38 -34 -35 -36 -37 -38 -39 -40 -41 41 -43 -44 -45 -46 -47 47 -49 -50 -51 leaf_value=0.015964163467511536 -0.0021294621476002458 -0.091559502773289309 0.58930327279227124 0.72531131347020461 0.54557807547705517 -0.46146958819142092 -0.22182945277955796 -0.037723374366760258 -0.17528205686999904 0.97495249553160235 0.082102297702467589 0.17252487153717966 0.44768195174989245 -0.89596316385269159 -0.58196259411898521 -0.13128104039600916 0.40601565905979703 0.039705018143904834 -0.025300187349319457 1.4749231852655826 -0.17933710986170276 1.255519903573123 0.088647541796907467 0.0025450128440022961 0.73773986887931831 0.4814221969870634 0.3457172468304634 -0.48049928426742555 0.12104263255090425 0.35342551946640016 -0.32091959657669067 -0.27612033332165864 0.34161221549624488 0.24365418434143066 -0.35805616943924512 0.12455791721343994 -0.14425406444640387 -0.23346157350847796 -0.12480176863216219 0.019509447216987611 -0.42148239154225359 -0.18535768962775667 -0.23094740397952224 -0.25740130367733183 0.24917082968212309 -0.063554722751889919 -0.1204744871390068 -0.056535514605045314 -0.058321555534998577 -0.019655337767167526 leaf_weight=14802 117454 271 21 21 28 27 36 23 31 22 83 264 21 20 22 28 21 95 20 23 29 22 94 481 20 43 36 20 33 20 25 28 21 32 27 25 21 31 42 32 26 24 27 21 21 56 59 25 30 22 leaf_count=14802 117454 271 21 21 28 27 36 23 31 22 83 264 21 20 22 28 21 95 20 23 29 22 94 481 20 43 36 20 33 20 25 28 21 32 27 25 21 31 42 32 26 24 27 21 21 56 59 25 30 22 internal_value=0 0.0184431 0.0225206 0.237563 0.0199311 0.00608886 -0.129834 -0.00166713 0.0189661 0.0204411 0.269176 0.0187076 -0.0791974 -0.462591 -0.191148 0.116826 -0.00138464 0.0893348 0.306082 0.733572 -0.0405825 0.996581 -0.00168071 0.0645073 0.262209 0.211927 -0.00206514 -0.111083 0.303144 0.000503119 -0.0134364 -0.00217165 0.0577847 -0.00206252 -0.16453 -0.0884893 0.00640208 -0.106126 -0.185329 -0.0508594 -0.257295 -0.308143 -0.135678 -0.115582 0.327593 -0.103057 -0.0877479 -0.101445 -0.0373343 -0.0223434 internal_weight=0 15888 15464 184 15280 141 424 118838 15252 15171 105 15066 368 56 177 114 118661 386 137 65 249 43 118275 683 157 137 117592 347 54 526 506 117556 137 117486 112 327 116 302 70 60 81 50 155 128 42 85 107 84 72 42 internal_count=134726 15888 15464 184 15280 141 424 118838 15252 15171 105 15066 368 56 177 114 118661 386 137 65 249 43 118275 683 157 137 117592 347 54 526 506 117556 137 117486 112 327 116 302 70 60 81 50 155 128 42 85 107 84 72 42 cat_boundaries=0 6 7 8 cat_threshold=2148827136 67240208 144901 17334272 143937 16859153 1316 322 is_linear=0 shrinkage=0.01 Tree=450 num_leaves=17 num_cat=0 split_feature=3 5 3 6 10 3 4 3 4 0 17 5 9 0 10 5 split_gain=225758 62527.7 100972 64630.2 49484.6 81196.3 53227.8 128819 106991 76940.7 38332.3 25098.7 23830.1 5052.76 2230.64 776.831 threshold=1048.2900000000002 650.90000000000009 9.3117500000000017 1043.5418000000002 362.49400000000003 35.375000000000007 648.37500000000011 77.170100000000005 1048.2900000000002 638.18750000000011 765.43425000000013 1066.3056000000001 27.301200000000005 1083.9006000000002 638.18750000000011 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 4 6 12 9 8 -8 10 -1 15 14 -11 -6 -3 right_child=-2 2 -4 -5 5 -7 7 -9 -10 13 -12 -13 -14 -15 -16 -17 leaf_value=8.2202600481889239e-05 0.82704370122967352 0.27408837532997132 0.88808243441581725 -0.48074011904852731 -0.10551391958835579 -0.67239142947726782 -0.20027277774702421 0.94790426921844484 0.56835736654422908 -0.30977917409922978 -0.43774199295043942 -0.15571811570061578 0.19867831631348684 -0.17105134870947861 -0.19702961536554192 0.19186118443806965 leaf_weight=133786 33 20 20 28 84 27 55 20 27 73 20 27 26 41 39 27 leaf_count=133786 33 20 20 28 84 27 55 20 27 73 20 27 26 41 39 27 internal_value=0 -0.000170289 0.257652 -0.000350845 -0.000250613 -0.16782 -3.05587e-05 0.228321 0.0528128 -0.000204482 1.6761e-05 0.0872653 -0.0763872 -0.259886 -0.134531 0.226851 internal_weight=0 134320 94 134226 134198 176 134022 102 82 133920 133806 74 149 114 123 47 internal_count=134353 134320 94 134226 134198 176 134022 102 82 133920 133806 74 149 114 123 47 is_linear=0 shrinkage=0.01 Tree=451 num_leaves=20 num_cat=2 split_feature=9 6 2 4 2 13 9 14 25 24 0 6 11 0 1 2 26 6 26 split_gain=57015.2 377170 405003 424312 173023 89593.2 57702.5 42480.7 35909.8 106142 48666.3 40391.5 38065.8 34509.1 33593.3 27293.6 14792 5400.5 834.254 threshold=140.83674000000002 442.89500000000004 174.86250000000004 9.9769020000000008 1048.2900000000002 205.70000000000002 1037.4750000000001 109.93000000000002 0 1 1083.9006000000002 483.07500000000005 756.4475000000001 539.75000000000011 99.922600000000003 51.027500000000011 2022.5000000000002 650.90000000000009 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 left_child=4 2 5 -4 8 6 7 14 9 16 11 12 13 -10 -2 17 -1 -13 -11 right_child=1 -3 3 -5 -6 -7 -8 -9 10 18 -12 15 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.033230644861857096 -0.015434574990581783 1.3771157368746672 2.0557783565521239 0.020564310550689698 -0.67513527992524602 0.56580408848248998 -0.54845909845261342 0.31314994702468052 0.00010575952933709792 -0.27185882781681264 0.34444207866017418 -0.31511798961331017 0.33459919901455154 -0.17171069279695167 -0.30871799945831302 0.16082053525107248 0.27576275963253444 -0.17602610977602676 -0.31856159482683455 leaf_weight=57 557 22 20 21 38 26 21 37 132984 76 41 46 34 117 42 21 45 71 77 leaf_count=57 557 22 20 21 38 26 21 37 132984 76 41 46 34 117 42 21 45 71 77 internal_value=0 0.0872126 0.0480166 1.01335 -0.000454209 -0.00993177 -0.0327158 -0.0156866 -0.000262265 -0.116555 -3.10775e-05 -0.000137053 4.01889e-05 -4.52726e-05 -0.0359987 -0.171131 0.12771 -0.230712 -0.277242 internal_weight=0 746 724 41 133607 683 657 636 133569 255 133314 133273 133135 133101 599 138 102 117 153 internal_count=134353 746 724 41 133607 683 657 636 133569 255 133314 133273 133135 133101 599 138 102 117 153 cat_boundaries=0 4 5 cat_threshold=1048576 2 4 537985024 1547 is_linear=0 shrinkage=0.01 Tree=452 num_leaves=17 num_cat=0 split_feature=3 5 3 6 10 3 4 3 4 0 17 5 8 0 10 5 split_gain=220526 61238.8 98830.8 63242.4 48549 80029 52227.9 126204 104836 75292.2 37584.4 24520.7 18624.7 4622.36 1886.36 770.979 threshold=1048.2900000000002 650.90000000000009 9.3117500000000017 1043.5418000000002 362.49400000000003 35.375000000000007 648.37500000000011 77.170100000000005 1048.2900000000002 638.18750000000011 765.43425000000013 1066.3056000000001 88.890000000000001 1083.9006000000002 747.99000000000012 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 4 6 12 9 8 -8 10 -1 15 14 -11 -6 -3 right_child=-2 2 -4 -5 5 -7 7 -9 -10 13 -12 -13 -14 -15 -16 -17 leaf_value=8.1231578608242558e-05 0.8174035979762222 0.27144012045860288 0.87869296836853028 -0.47555099436214998 -0.098424344050763835 -0.66715744442409941 -0.1980745173150843 0.93840926313400275 0.56277350796593562 -0.30480787773654888 -0.43345109176635743 -0.15375719573762683 0.20849035122990608 -0.17212003614844346 -0.18894118825594586 0.18952328258090551 leaf_weight=133786 33 20 20 28 99 27 55 20 27 73 20 27 20 41 30 27 leaf_count=133786 33 20 20 28 99 27 55 20 27 73 20 27 20 41 30 27 internal_value=0 -0.000168576 0.254982 -0.000347261 -0.000248111 -0.166226 -3.01465e-05 0.226166 0.0524486 -0.000202429 1.64314e-05 0.086412 -0.0754526 -0.257087 -0.119475 0.224382 internal_weight=0 134320 94 134226 134198 176 134022 102 82 133920 133806 74 149 114 129 47 internal_count=134353 134320 94 134226 134198 176 134022 102 82 133920 133806 74 149 114 129 47 is_linear=0 shrinkage=0.01 Tree=453 num_leaves=21 num_cat=0 split_feature=3 5 3 10 3 4 3 4 0 0 2 2 9 5 0 0 10 5 4 10 split_gain=216137 60020.1 96864.1 41109.8 82279.4 45528.8 128372 94815.1 79538.5 32987.2 246769 149502 25298.6 24032.7 5326.08 6120.7 788.107 755.636 350.088 86.9121 threshold=1048.2900000000002 650.90000000000009 9.3117500000000017 362.49400000000003 35.375000000000007 648.37500000000011 77.170100000000005 1048.2900000000002 638.18750000000011 24.018750000000004 543.20000000000016 1048.2900000000002 27.301200000000005 1066.3056000000001 1083.9006000000002 782.62500000000011 638.18750000000011 783.48000000000013 779.31175000000019 396.4661000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 13 5 12 8 7 18 9 11 -11 -1 16 17 15 -10 19 -3 -7 -5 right_child=-2 2 -4 4 -6 6 -8 -9 14 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=-0.00084779398535027187 0.80922951380411789 0.26872572445869447 0.86990602403879169 -0.12146331412451607 -0.66048588046321155 -0.17313247391810785 0.92902518510818488 0.51270772584847046 -0.22059413175325138 0.02054013784640912 0.96220903950078152 -0.70686101885636643 0.21615849210156335 -0.15221962875790065 -0.17039882752953506 -0.40128598978644925 -0.15732815288915866 0.18762806450879133 -0.22326678782949846 -0.097972402598649741 leaf_weight=129217 33 20 20 21 27 26 20 28 37 4552 28 30 27 27 41 38 41 27 30 63 leaf_count=129217 33 20 20 21 27 26 20 28 37 4552 28 30 27 27 41 38 41 27 30 63 internal_value=0 -0.00016689 0.252433 -0.000343788 -0.151789 -0.000141555 0.209008 0.0375758 -0.000303949 -7.70746e-05 0.0262971 -0.00101167 -0.0614287 0.0855479 -0.262045 -0.312145 -0.121388 0.222138 -0.19999 -0.103845 internal_weight=0 134320 94 134226 179 134047 104 84 133943 133827 4580 129247 152 74 116 75 125 47 56 84 internal_count=134353 134320 94 134226 179 134047 104 84 133943 133827 4580 129247 152 74 116 75 125 47 56 84 is_linear=0 shrinkage=0.01 Tree=454 num_leaves=15 num_cat=2 split_feature=3 5 3 6 10 3 25 20 25 5 9 10 5 26 split_gain=211836 58825.7 94936.5 61887.4 46698.2 76841.9 32543 30390.6 28126.8 23554.5 22931.1 2122.93 740.599 385.819 threshold=1048.2900000000002 650.90000000000009 9.3117500000000017 1043.5418000000002 362.49400000000003 35.375000000000007 0 600.49620000000016 1 1066.3056000000001 27.301200000000005 638.18750000000011 783.48000000000013 2022.5000000000002 decision_type=2 2 2 2 2 2 9 2 9 2 2 2 2 2 left_child=1 3 9 4 6 10 13 8 -8 12 11 -6 -3 -1 right_child=-2 2 -4 -5 5 -7 7 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.15539369318796242 0.80113718090635366 0.26603846621513366 0.86120699213445195 -0.47042561829090118 -0.10280667973416191 -0.65388101268697674 0.012567397736699808 0.38993580901622771 -0.0015898675910066479 -0.15069743352907675 0.19574862104195817 -0.19208541267957444 0.18575177439936882 -0.12536632442474366 leaf_weight=92 33 20 20 28 84 27 15919 20 117911 27 26 39 27 80 leaf_count=92 33 20 20 28 84 27 15919 20 117911 27 26 39 27 80 internal_value=0 -0.000165221 0.249908 -0.00034035 -0.000242268 -0.163025 -2.84991e-05 0.00015319 9.49511e-05 0.0846924 -0.074078 -0.131115 0.219916 -0.133657 internal_weight=0 134320 94 134226 134198 176 134022 133850 133830 74 149 123 47 172 internal_count=134353 134320 94 134226 134198 176 134022 133850 133830 74 149 123 47 172 cat_boundaries=0 4 10 cat_threshold=1048576 2 4 65536 2147778560 67502097 134369408 2290614272 138555969 90289 is_linear=0 shrinkage=0.01 Tree=455 num_leaves=10 num_cat=1 split_feature=4 18 5 9 2 25 26 11 9 split_gain=92946.4 62641 56022.2 77039.1 43354.6 42001.2 65839.2 52797.9 9844.64 threshold=1048.2900000000002 678.28640000000007 1066.3056000000001 797.90800000000002 1048.2900000000002 0 2022.5000000000002 756.4475000000001 1037.4750000000001 decision_type=2 2 2 2 2 9 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -5 right_child=-2 -3 -4 8 -6 7 -8 -9 -10 leaf_value=-0.027257687292600932 -0.50898048831356901 0.53276509913531211 -0.40674983669729792 -0.28259859750668209 0.33708507852334729 -0.0011054888166731217 0.26855073288783132 0.39893588759682397 -0.58300253677368163 leaf_weight=152 36 22 34 24 38 133620 149 33 20 leaf_count=152 36 22 34 24 38 133620 149 33 20 internal_value=0 -0.000793645 -0.000881199 -0.000778245 -0.000640862 -0.000736668 0.11534 -0.00100664 -0.419146 internal_weight=0 134092 134070 134036 133992 133954 301 133653 44 internal_count=134128 134092 134070 134036 133992 133954 301 133653 44 cat_boundaries=0 5 cat_threshold=0 2 4 16777216 8192 is_linear=0 shrinkage=0.01 Tree=456 num_leaves=10 num_cat=2 split_feature=4 18 5 9 7 1 24 25 9 split_gain=91096.8 61394.4 54907.3 75506 54754.7 52094.6 317018 42579.9 9648.73 threshold=1048.2900000000002 678.28640000000007 1066.3056000000001 797.90800000000002 1042.2668000000001 438.37500000000006 0 1 1037.4750000000001 decision_type=2 2 2 2 2 2 1 9 2 left_child=1 2 3 4 5 7 -7 -1 -5 right_child=-2 -3 -4 8 -6 6 -8 -9 -10 leaf_value=0.11702317487180622 -0.50389068643252055 0.52743747321042156 -0.40268233996980329 -0.27977260670314236 -0.46858537197113037 -0.22055094421390564 0.5006762204712969 -0.0010740856159690464 -0.5771724967956543 leaf_weight=296 36 22 34 24 25 114 113 133444 20 leaf_count=296 36 22 34 24 25 114 113 133444 20 internal_value=0 -0.000785709 -0.000872387 -0.000770462 -0.000634454 -0.000547128 0.150814 -0.000804037 -0.414954 internal_weight=0 134092 134070 134036 133992 133967 227 133740 44 internal_count=134128 134092 134070 134036 133992 133967 227 133740 44 cat_boundaries=0 1 6 cat_threshold=968 0 2 4 16777216 8192 is_linear=0 shrinkage=0.01 Tree=457 num_leaves=10 num_cat=1 split_feature=4 18 5 9 7 1 24 22 9 split_gain=89284.1 60172.6 53814.8 74003.6 53665.2 51141.9 311219 41508.8 9456.72 threshold=1048.2900000000002 678.28640000000007 1066.3056000000001 797.90800000000002 1042.2668000000001 438.37500000000006 0 459.70000000000005 1037.4750000000001 decision_type=2 2 2 2 2 2 1 2 2 left_child=1 2 3 4 5 7 -7 -1 -5 right_child=-2 -3 -4 8 -6 6 -8 -9 -10 leaf_value=-0.00086404289758441107 -0.49885178453392459 0.52216308897191832 -0.39865550861639137 -0.27697489512463408 -0.46389951415061953 -0.21852329937681073 0.49607650344933923 0.45474011516571045 -0.57140079498291019 leaf_weight=133720 36 22 34 24 25 114 113 20 20 leaf_count=133720 36 22 34 24 25 114 113 20 20 internal_value=0 -0.000777556 -0.000863368 -0.000762462 -0.000627813 -0.000541361 0.14943 -0.00079591 -0.410805 internal_weight=0 134092 134070 134036 133992 133967 227 133740 44 internal_count=134128 134092 134070 134036 133992 133967 227 133740 44 cat_boundaries=0 1 cat_threshold=968 is_linear=0 shrinkage=0.01 Tree=458 num_leaves=10 num_cat=1 split_feature=4 18 5 9 7 1 24 22 9 split_gain=87507.4 58975.1 52743.9 72531 52597.3 50206.6 305525 40682.8 9268.53 threshold=1048.2900000000002 678.28640000000007 1066.3056000000001 797.90800000000002 1042.2668000000001 438.37500000000006 0 459.70000000000005 1037.4750000000001 decision_type=2 2 2 2 2 2 1 2 2 left_child=1 2 3 4 5 7 -7 -1 -5 right_child=-2 -3 -4 8 -6 6 -8 -9 -10 leaf_value=-0.00085540241238462374 -0.49386326147450343 0.51694150361147795 -0.39466896292041326 -0.2742051386150221 -0.45926052298545844 -0.21651429484688467 0.49151905119903688 0.45019272232055663 -0.56568678283691409 leaf_weight=133720 36 22 34 24 25 114 113 20 20 leaf_count=133720 36 22 34 24 25 114 113 20 20 internal_value=0 -0.000769574 -0.000854527 -0.000754631 -0.000621328 -0.00053574 0.148058 -0.000787951 -0.406697 internal_weight=0 134092 134070 134036 133992 133967 227 133740 44 internal_count=134128 134092 134070 134036 133992 133967 227 133740 44 cat_boundaries=0 1 cat_threshold=968 is_linear=0 shrinkage=0.01 Tree=459 num_leaves=11 num_cat=1 split_feature=8 0 18 8 22 13 11 25 8 8 split_gain=75891.5 104901 68660.3 44756.9 39884.2 36863.7 39939.6 34315.4 1568.82 418.161 threshold=574.83500000000015 9.0862500000000015 678.28640000000007 493.30000000000007 459.70000000000005 673.83140000000014 756.4475000000001 0 808.31735000000015 1066.3056000000001 decision_type=2 2 2 2 2 2 2 9 2 2 left_child=2 8 3 4 5 6 7 -1 -2 -10 right_child=1 -3 -4 -5 -6 -7 -8 -9 9 -11 leaf_value=0.10385965008002063 -0.16060125643677181 -0.91747990526258949 0.58520044469833377 0.42231428871154786 0.44569078731536865 -0.26458735389529531 0.33695823887416299 -0.0011368001165626463 -0.046196101145310843 -0.10597382675409317 leaf_weight=302 45 20 20 25 20 53 35 133561 22 25 leaf_count=302 45 20 20 25 20 53 35 133561 22 25 internal_value=0 -0.261092 -0.000675242 -0.000762689 -0.000841638 -0.000908309 -0.000803939 -0.00089225 -0.118399 -0.0779928 internal_weight=0 112 134016 133996 133971 133951 133898 133863 92 47 internal_count=134128 112 134016 133996 133971 133951 133898 133863 92 47 cat_boundaries=0 5 cat_threshold=0 2 4 16777216 8192 is_linear=0 shrinkage=0.01 Tree=460 num_leaves=31 num_cat=7 split_feature=7 2 9 6 25 5 24 1 2 1 2 0 0 25 24 25 26 26 25 6 1 23 2 2 24 5 26 0 7 26 split_gain=58453.2 60133.1 442793 1.01992e+06 151397 156332 75444.6 126670 174687 73453.9 63811.1 61563.1 44332.5 39850.9 117121 141954 167211 59881.6 67831.1 38410.4 36251.2 36025.6 33915.4 31526.6 20814.4 7038.98 6867.83 6613.8 6439.59 1121.14 threshold=783.48000000000013 174.86250000000004 108.44300000000003 5.6142500000000011 0 174.86250000000004 1 84.373000000000005 335.81400000000008 77.943750000000009 312.70000000000005 139.33500000000001 782.62500000000011 2 3 4 2022.5000000000002 2022.5000000000002 5 545.08500000000015 1066.3056000000001 219.08740500000002 255.16525000000004 648.37500000000011 6 78.120000000000019 2022.5000000000002 1083.9006000000002 1042.2668000000001 2022.5000000000002 decision_type=2 2 2 2 9 2 1 2 2 2 2 2 2 9 1 9 2 2 9 2 2 2 2 2 1 2 2 2 2 2 left_child=1 12 4 -4 5 11 7 10 -9 23 -6 22 13 14 15 16 -1 18 -16 20 21 -15 -3 -8 -19 26 -21 -14 -2 -17 right_child=28 2 3 -5 6 -7 9 8 -10 -11 -12 -13 27 19 17 29 -18 24 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.10551690357987599 -0.20817923530455559 -0.061816442840629156 2.5515366628895637 -0.26828675944229652 0.11878200900209837 1.0723994486672539 -0.073231882972670304 -0.06938083149137951 1.2364833685159684 -0.59996555276819186 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52 758 218 540 265 41 275 224 197 133253 133174 1202 390 190 812 409 131972 131880 131854 177 238 403 92 71 79 61 200 internal_count=134124 134063 810 52 758 218 540 265 41 275 224 197 133253 133174 1202 390 190 812 409 131972 131880 131854 177 238 403 92 71 79 61 200 cat_boundaries=0 6 7 12 13 18 22 23 cat_threshold=4194816 1179904 1024 0 1 536870912 2587 1048576 67371011 4100 285278208 139328 1796 0 2 4100 16777216 8192 0 67371009 0 65536 129 is_linear=0 shrinkage=0.01 Tree=461 num_leaves=18 num_cat=3 split_feature=7 2 3 25 3 7 2 3 1 25 0 4 1 24 0 4 7 split_gain=57290 58936.3 688276 217658 321004 215108 146131 107272 79261.3 51265.5 63401.3 78186.8 53561.8 51239.4 7217.29 6345.92 6311.44 threshold=783.48000000000013 174.86250000000004 336.88000000000005 0 11.163000000000002 215.01325000000006 1048.2900000000002 1048.2900000000002 62.919000000000018 1 1083.9006000000002 543.53000000000009 1066.3056000000001 2 7.2255000000000011 779.31175000000019 1042.2668000000001 decision_type=2 2 2 9 2 2 2 2 2 9 2 2 2 1 2 2 2 left_child=1 7 3 4 8 6 13 9 14 -1 11 12 -11 -5 -3 -13 -2 right_child=16 2 -4 5 -6 -7 -8 -9 -10 10 -12 15 -14 -15 -16 -17 -18 leaf_value=0.19846481524980986 -0.20609744048887685 0.042859959158786508 1.5227306976914405 -0.15271636868157767 1.3553013275409567 0.86405615938901903 -0.75122636892141847 -0.63040350242897325 0.68738232731819149 -0.00018912424383475966 0.41367817543648389 -0.18165127013264029 0.45373502474564775 0.031144985602326588 -0.17982870231975209 -0.32774843541630466 -0.40956156055132548 leaf_weight=120 31 43 32 253 29 25 31 27 20 132924 37 58 26 355 22 61 30 leaf_count=120 31 43 32 253 29 25 31 27 20 132924 37 58 26 355 22 61 30 internal_value=0 0.000368465 0.0854104 0.0262918 0.410791 -0.0452271 -0.0815094 -0.000148476 0.136875 -2.07463e-05 -0.000214583 -0.000329682 -0.000100354 -0.0473626 -0.0325116 -0.256541 -0.306162 internal_weight=0 134063 810 778 114 664 639 133253 85 133226 133106 133069 132950 608 65 119 61 internal_count=134124 134063 810 778 114 664 639 133253 85 133226 133106 133069 132950 608 65 119 61 cat_boundaries=0 3 8 9 cat_threshold=33554944 1048832 1024 0 2 0 0 139264 1732 is_linear=0 shrinkage=0.01 Tree=462 num_leaves=27 num_cat=5 split_feature=7 5 3 24 5 3 4 5 5 9 8 0 4 25 24 26 0 24 9 7 25 23 26 0 26 7 split_gain=56150 54234.8 468042 178796 208779 98188 93321.1 121934 83432.5 74260.8 58808.8 54416.9 42103.7 39306 328023 120319 38545.9 142208 331881 81729.4 62497.4 45345.7 26190.5 25249.9 23865.2 6185.85 threshold=783.48000000000013 172.35100000000003 442.27000000000004 0 336.69250000000005 1048.2900000000002 52.107000000000006 401.66700000000003 232.66575000000003 81.106025000000017 65.449500000000015 66.360000000000014 90.595050000000001 1 2 2022.5000000000002 33.677000000000014 3 13.016250000000001 650.90000000000009 4 170.40000000000001 2022.5000000000002 5.8604000000000012 2022.5000000000002 1042.2668000000001 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 9 1 2 2 1 2 2 9 2 2 2 2 2 left_child=1 5 3 4 12 13 7 -6 10 11 22 -10 23 14 15 -1 19 18 -18 21 -19 -15 -5 -3 -16 -2 right_child=25 2 -4 8 6 -7 -8 -9 9 -11 -12 -13 -14 16 24 -17 17 20 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.22869005845940632 -0.20403647084389964 -0.0048365099359266826 1.4894257512299911 0.20847290404731983 1.0102093417254778 -0.59222771780831474 1.1486003707284513 0.19625339992462643 -0.17198504579342191 0.35874139944712319 0.58481578393415978 -0.61598086941626762 0.35347015989237818 -0.0011227969751800148 -0.021321578605152738 0.92174599352749909 0.11174280291672835 0.040346923386711787 1.0383610161287444 -0.59720861683721127 -0.052689859665891466 0.46359981264386863 -0.072857948214143195 -0.38593701033365158 -0.23619148631095888 -0.40546594220399856 leaf_weight=46 31 101 23 52 26 28 23 63 252 24 22 31 29 129331 107 55 485 1925 42 23 1142 21 91 21 100 30 leaf_count=46 31 101 23 52 26 28 23 63 252 24 22 31 29 129331 107 55 485 1925 42 23 1142 21 91 21 100 30 internal_value=0 0.000364838 0.0847125 0.0407555 0.24434 -0.000114781 0.580779 0.434038 -0.0762435 -0.175328 0.103494 -0.220621 0.0109766 9.61574e-06 0.111054 0.551493 -0.000255933 0.0320476 0.182135 -0.00115333 0.00564595 -0.00104735 0.0294442 -0.0704358 -0.119357 -0.3031 internal_weight=0 134063 758 735 263 133305 112 89 472 307 165 283 151 133277 308 101 132969 3594 527 129375 3067 129352 143 122 207 61 internal_count=134124 134063 758 735 263 133305 112 89 472 307 165 283 151 133277 308 101 132969 3594 527 129375 3067 129352 143 122 207 61 cat_boundaries=0 1 6 7 8 13 cat_threshold=833 1048576 2 0 16842752 139328 1412 18 847365632 805441568 677401856 131072 17072384 is_linear=0 shrinkage=0.01 Tree=463 num_leaves=18 num_cat=3 split_feature=7 2 3 25 3 7 2 3 1 14 25 23 25 5 4 7 2 split_gain=55032.6 57145.4 670914 212940 313976 210080 143507 103408 77561.1 50626.9 49754.2 34593.1 32671.5 100448 47892.8 6062.75 6047.21 threshold=783.48000000000013 174.86250000000004 336.88000000000005 0 11.163000000000002 215.01325000000006 1048.2900000000002 1048.2900000000002 62.919000000000018 8.0855000000000015 1 219.08740500000002 2 366.02500000000003 441.87500000000006 1042.2668000000001 312.70000000000005 decision_type=2 2 2 9 2 2 2 2 2 2 9 2 9 2 2 2 2 left_child=1 7 3 4 8 6 9 10 16 -5 -1 12 13 -12 -14 -2 -3 right_child=15 2 -4 5 -6 -7 -8 -9 -10 -11 11 -13 14 -15 -16 -17 -18 leaf_value=0.19551564209277814 -0.20199610748598651 -0.11900446759329902 1.5031772065162659 -0.021222735355288899 1.3401408170626081 0.85359082359075544 -0.74453632904637246 -0.6189481551558883 0.67969666624069225 -0.3697862488428752 0.012678574558876063 0.40562273479643324 -0.0016471951901709536 0.31490304957504744 -0.21040176132592286 -0.40141127991676329 0.075032191440976906 leaf_weight=120 31 36 32 563 29 25 31 27 20 45 11875 21 120989 111 110 30 29 leaf_count=120 31 36 32 563 29 25 31 27 20 45 11875 21 120989 111 110 30 29 internal_value=0 0.000361181 0.084101 0.0257328 0.406047 -0.0449995 -0.0808598 -0.000147846 0.135126 -0.047021 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312.70000000000005 decision_type=2 2 9 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 left_child=5 2 3 6 7 10 18 9 -9 17 -1 -11 13 14 16 -16 -12 -4 -2 right_child=1 -3 4 -5 -6 -7 -8 8 -10 11 12 -13 -14 -15 15 -17 -18 -19 -20 leaf_value=0.18351327368707368 -0.11781441701783074 1.2958328666687013 -0.13449765641370726 1.3267393514616737 -0.73709097185442529 -0.67801286697387697 0.67289970564842227 -0.071419747556958887 0.77279198729473608 0.016277084428371873 -0.00041115611594733212 0.48730610347929459 0.40156651088169648 0.32993369749614171 0.037665020565488448 0.75986810291558504 -0.18541542058845736 -0.43230411839485172 0.074281865152819399 leaf_weight=122 36 35 232 29 31 29 20 21 23 318 132916 21 21 28 67 20 106 20 29 leaf_count=122 36 35 232 29 31 29 20 21 23 318 132916 21 21 28 67 20 106 20 29 internal_value=0 0.0787546 0.0241421 0.401986 -0.0458808 -0.000257671 0.133775 -0.0128592 0.369873 -0.0413536 -0.000110201 0.0441534 -0.000292197 -0.000355605 -0.000425083 0.203689 -0.000558579 -0.152097 -0.0321099 internal_weight=0 815 780 114 666 133309 85 635 44 591 133280 339 133158 133137 133109 87 133022 252 65 internal_count=134124 815 780 114 666 133309 85 635 44 591 133280 339 133158 133137 133109 87 133022 252 65 cat_boundaries=0 3 4 9 cat_threshold=33554944 1048832 1024 1476 0 2 0 0 139264 is_linear=0 shrinkage=0.01 Tree=465 num_leaves=14 num_cat=1 split_feature=3 9 2 13 1 24 5 8 4 0 9 12 13 split_gain=185535 82420.7 68245.1 47319.9 44225.9 154590 603369 99910 42232.8 43536.6 7326.48 2956.82 2501.08 threshold=1048.2900000000002 797.90800000000002 1048.2900000000002 513.23075000000006 40.336500000000008 0 80.262500000000017 319.20468000000005 1048.2900000000002 1083.9006000000002 1037.4750000000001 93.857500000000016 673.83140000000014 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 3 4 8 6 -6 -7 9 -1 -3 12 -5 right_child=-2 10 -4 11 5 7 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.00012988291873857112 -0.73797178436728095 -0.31293994436264039 0.43631135049793457 -0.19347834706306458 0.13811240705351036 0.022856726768422989 1.9459427757263184 -0.5305637070626924 0.38844491856438773 -0.34294415190413191 -0.56972445869445798 -0.13356562757492066 -0.32387385380895517 leaf_weight=130977 34 25 36 24 240 2841 20 33 28 37 20 20 38 leaf_count=130977 34 25 36 24 240 2841 20 33 28 37 20 20 38 internal_value=0 0.000830434 0.000973816 0.000857084 0.00100385 0.038128 0.26691 0.016445 0.000115987 3.29945e-05 -0.427066 -0.239293 -0.273398 internal_weight=0 134339 134294 134258 134176 3134 260 2874 131042 131014 45 82 62 internal_count=134373 134339 134294 134258 134176 3134 260 2874 131042 131014 45 82 62 cat_boundaries=0 1 cat_threshold=3 is_linear=0 shrinkage=0.01 Tree=466 num_leaves=14 num_cat=1 split_feature=3 9 2 13 1 24 5 8 3 23 9 12 13 split_gain=181843 80780.5 66887 46378.2 43345.8 151514 591362 97921.8 37323 33999.6 7180.68 2897.98 2451.31 threshold=1048.2900000000002 797.90800000000002 1048.2900000000002 513.23075000000006 40.336500000000008 0 80.262500000000017 319.20468000000005 782.62500000000011 232.65000000000001 1037.4750000000001 93.857500000000016 673.83140000000014 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 3 4 8 6 -6 -7 9 -1 -3 12 -5 right_child=-2 10 -4 11 5 7 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.00013658026445578198 -0.73059209795559155 -0.30981054613590242 0.43194826102919054 -0.19154356082280477 0.1367312824241817 0.022628160068966559 1.9264834141731262 -0.52525807077234443 -0.33614616751670839 0.41247649478912352 -0.56402724266052251 -0.13222997631132605 -0.32063511296322472 leaf_weight=130989 34 25 36 24 240 2841 20 33 33 20 20 20 38 leaf_count=130989 34 25 36 24 240 2841 20 33 33 20 20 20 38 internal_value=0 0.000822129 0.000964078 0.000848513 0.00099381 0.0377467 0.264241 0.0162805 0.000114827 0.000199529 -0.422796 -0.2369 -0.270664 internal_weight=0 134339 134294 134258 134176 3134 260 2874 131042 131009 45 82 62 internal_count=134373 134339 134294 134258 134176 3134 260 2874 131042 131009 45 82 62 cat_boundaries=0 1 cat_threshold=3 is_linear=0 shrinkage=0.01 Tree=467 num_leaves=14 num_cat=2 split_feature=3 9 2 13 25 7 3 2 24 7 9 12 13 split_gain=178224 79173 65555.9 45455.3 42500.4 68719.5 61831.3 77194.5 48383.7 41604.7 7037.78 2840.31 2402.53 threshold=1048.2900000000002 797.90800000000002 1048.2900000000002 513.23075000000006 0 650.90000000000009 316.16700000000009 272.73498000000006 1 76.38300000000001 1037.4750000000001 93.857500000000016 673.83140000000014 decision_type=2 2 2 2 9 2 2 2 1 2 2 2 2 left_child=1 2 3 4 5 8 7 -6 -1 -8 -3 12 -5 right_child=-2 10 -4 11 6 -7 9 -9 -10 -11 -12 -13 -14 leaf_value=-0.0082745856574780834 -0.72328617460587452 -0.3067124413728714 0.42762880590226915 -0.18962812503178914 -0.0016408277372087746 0.39131613763670126 -0.13624941175033908 0.19956967229891512 0.022633963857676458 -0.62298918533325198 -0.55838695716857911 -0.13090767054259778 -0.31742876404210141 leaf_weight=7516 34 25 36 24 110751 48 144 191 15506 20 20 20 38 leaf_count=7516 34 25 36 24 110751 48 144 191 15506 20 20 20 38 internal_value=0 0.000813908 0.000954437 0.000840028 0.000983872 0.0133318 -0.0015811 -0.00129442 0.0125495 -0.195608 -0.418568 -0.234531 -0.267958 internal_weight=0 134339 134294 134258 134176 23070 111106 110942 23022 164 45 82 62 internal_count=134373 134339 134294 134258 134176 23070 111106 110942 23022 164 45 82 62 cat_boundaries=0 6 7 cat_threshold=4227584 133123 28692 957808676 134373952 553672704 2696 is_linear=0 shrinkage=0.01 Tree=468 num_leaves=12 num_cat=0 split_feature=3 9 2 13 1 6 5 4 0 9 13 split_gain=174677 77597.4 64251.4 44550.7 42408.6 215796 107303 41410.1 42612.8 6897.73 1867.45 threshold=1048.2900000000002 797.90800000000002 1048.2900000000002 513.23075000000006 40.336500000000008 483.07500000000005 366.02500000000003 1048.2900000000002 1083.9006000000002 1037.4750000000001 673.83140000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 8 -1 -3 -5 right_child=-2 9 -4 10 5 -7 -8 -9 -10 -11 -12 leaf_value=0.00011828995000564714 -0.71605330887962793 -0.30364532115459442 0.42335248713692031 -0.1754833807664759 0.024623903187546616 1.0476306403818585 0.61591031397542639 0.38463227948972156 -0.339296276504929 -0.55280307197570799 -0.27234940458709994 leaf_weight=130977 34 25 36 34 3082 21 31 28 37 20 48 leaf_count=130977 34 25 36 34 3082 21 31 28 37 20 48 internal_value=0 0.00080578 0.000944903 0.000831639 0.000974044 0.0373275 0.0305121 0.000104615 2.2435e-05 -0.414382 -0.232185 internal_weight=0 134339 134294 134258 134176 3134 3113 131042 131014 45 82 internal_count=134373 134339 134294 134258 134176 3134 3113 131042 131014 45 82 is_linear=0 shrinkage=0.01 Tree=469 num_leaves=14 num_cat=4 split_feature=3 9 2 13 1 25 24 25 4 24 1 9 13 split_gain=171201 76053.2 62972.8 43664.2 41564.7 164505 232721 47448.8 93339.8 77204.6 41667.2 6760.47 1830.29 threshold=1048.2900000000002 797.90800000000002 1048.2900000000002 513.23075000000006 40.336500000000008 0 1 2 1048.2900000000002 3 789.60480000000007 1037.4750000000001 673.83140000000014 decision_type=2 2 2 2 2 9 1 9 2 1 2 2 2 left_child=1 2 3 4 7 6 -6 9 -9 -1 -7 -3 -5 right_child=-2 11 -4 12 5 10 -8 8 -10 -11 -12 -13 -14 leaf_value=0.18661257396405426 -0.70889276644762833 -0.30060886888504029 0.41911895558651951 -0.17372854681576003 0.3523776065489117 -0.039552987595929456 0.047577633770521939 -0.00074229752035288659 0.65067484254186814 0.019930489109170085 -0.38929517562048771 -0.54727504158020024 -0.26962590851665785 leaf_weight=329 34 25 36 34 292 1274 1533 129104 22 1587 35 20 48 leaf_count=329 34 25 36 34 292 1274 1533 129104 22 1587 35 20 48 internal_value=0 0.000797722 0.000935454 0.000823322 0.000964304 0.0369542 0.0980002 0.000103569 -0.000631263 0.0493721 -0.0485336 -0.410238 -0.229864 internal_weight=0 134339 134294 134258 134176 3134 1825 131042 129126 1916 1309 45 82 internal_count=134373 134339 134294 134258 134176 3134 1825 131042 129126 1916 1309 45 82 cat_boundaries=0 6 7 13 14 cat_threshold=851494400 537924768 138428416 4325380 16777474 536870912 7 0 131075 12308 18153472 33693760 8192 516 is_linear=0 shrinkage=0.01 Tree=470 num_leaves=13 num_cat=0 split_feature=9 4 10 17 17 18 18 3 5 9 10 17 split_gain=73970.7 59031.9 49982.2 44547.8 65615.6 30579.1 37160.9 18453 6650.88 4143.91 1315.42 1223.49 threshold=1037.4750000000001 1048.2900000000002 396.4661000000001 678.28640000000007 383.35000000000008 678.28640000000007 426.32200000000006 35.375000000000007 1.1847500000000002 26.178050000000002 638.18750000000011 479.84000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 9 10 -4 -6 right_child=-2 -3 7 -5 11 -7 -8 -9 -10 -11 -12 -13 leaf_value=-9.8300125583641662e-05 0.54362127990722653 -0.41101231459208898 -0.10024313409110024 -0.38536694399515792 0.29766549015045163 0.33032347815377372 -0.3307407456110506 -0.4211226094686068 0.038251814603805542 -0.2901714978814125 -0.17675007838951914 0.39798588691219211 leaf_weight=133810 25 35 55 30 20 28 34 26 20 20 38 31 leaf_count=133810 25 35 55 30 20 28 34 26 20 20 38 31 internal_value=0 -0.000380349 -0.000273184 -6.28564e-05 2.34553e-05 -0.000113165 -0.000182292 -0.177468 -0.129837 -0.159587 -0.131504 0.358645 internal_weight=0 134147 134112 133953 133923 133872 133844 159 133 113 93 51 internal_count=134172 134147 134112 133953 133923 133872 133844 159 133 113 93 51 is_linear=0 shrinkage=0.01 Tree=471 num_leaves=21 num_cat=2 split_feature=25 9 9 10 3 2 17 4 4 2 4 3 0 25 26 5 2 9 1 26 split_gain=98625.2 84524 52509.5 44094 40622.5 232255 135194 122780 48638.3 88966.2 29103.5 21664.7 17046.6 17805.7 12080.2 5906.39 5734.13 4612.84 2783.81 3359.23 threshold=0 1037.4750000000001 797.90800000000002 362.49400000000003 37.260750000000009 272.73498000000006 126.38700000000001 93.927000000000007 543.53000000000009 1048.2900000000002 648.37500000000011 35.375000000000007 186.50375000000003 1 2022.5000000000002 49.842000000000006 31.174500000000002 51.771250000000009 18.725000000000005 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=12 2 3 4 8 6 -6 -7 9 -2 -10 15 13 14 -1 17 18 -5 19 -15 right_child=1 -3 -4 11 5 7 -8 -9 10 -11 -12 -13 -14 16 -16 -17 -18 -19 -20 -21 leaf_value=-0.11107448441641671 7.2459402464977251e-06 0.59376970450083411 -0.44068808085388611 -0.11012507624853894 0.015816844035972916 0.90889765656512722 0.63249848789638952 0.014057579144187595 -0.53749140825608499 -0.60889421197275317 -0.12747500223559993 -0.41941470126586927 -0.35719202143805368 -0.031483753616611161 -0.2594304556639298 0.048578063726425168 -0.23564570188522338 -0.27570270597934726 -0.16787930687268574 -0.08545452163026139 leaf_weight=105 130130 24 27 106 2842 46 36 23 23 24 70 27 28 240 115 20 20 20 24 222 leaf_count=105 130130 24 27 106 2842 46 36 23 23 24 70 27 28 240 115 20 20 20 24 222 internal_value=0 0.00037256 0.000265825 0.000355095 0.000562322 0.0372766 0.0235307 0.610618 -0.000268383 -0.000105034 -0.228877 -0.15919 -0.11357 -0.105739 -0.180423 -0.111067 -0.0683508 -0.136407 -0.0628727 -0.0574178 internal_weight=0 133418 133394 133367 133194 2947 2878 69 130247 130154 93 173 754 726 220 146 506 126 486 462 internal_count=134172 133418 133394 133367 133194 2947 2878 69 130247 130154 93 173 754 726 220 146 506 126 486 462 cat_boundaries=0 5 9 cat_threshold=1048576 262144 4 419430400 512 1048576 0 4 16777216 is_linear=0 shrinkage=0.01 Tree=472 num_leaves=18 num_cat=4 split_feature=25 9 24 4 10 17 17 7 24 26 3 25 5 26 9 26 26 split_gain=96662.6 82842 81939.9 52098.8 43212.8 40706.3 71959 43781.1 26628 29384.6 18697.6 7926.31 5769.42 5340.2 4641.61 1007.17 323.496 threshold=0 1037.4750000000001 1 1048.2900000000002 396.4661000000001 678.28640000000007 383.35000000000008 483.07500000000005 2 2022.5000000000002 35.375000000000007 3 1.1847500000000002 2022.5000000000002 26.178050000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 2 2 2 2 2 1 2 2 9 2 2 2 2 2 left_child=2 3 15 4 5 6 7 -2 9 -4 12 13 14 -10 -6 -1 -13 right_child=1 -3 8 -5 10 -7 -8 -9 11 -11 -12 16 -14 -15 -16 -17 -18 leaf_value=0.095248030990850732 0.00066306153967894319 0.58783200502395627 0.030399968171304512 -0.39702256087100862 -0.11535987902914777 -0.38069356782095776 0.38377961119826959 -0.19204283424858321 -0.27171677742004396 -0.1830422579595285 -0.41270087535564715 -0.18528805186730307 0.037704366683959961 -0.4164579516190749 -0.28467834508419038 0.15182189273834229 -0.16330916366437925 leaf_weight=61 133015 24 129 33 85 28 49 118 50 129 26 131 20 52 20 65 137 leaf_count=61 133015 24 129 33 85 28 49 118 50 129 26 131 20 52 20 65 137 internal_value=0 0.000368834 -0.112435 0.000263166 0.000361474 0.000553126 0.000633278 0.00049226 -0.159214 -0.0734733 -0.168711 -0.215494 -0.117961 -0.314658 -0.147611 0.115283 -0.167792 internal_weight=0 133418 754 133394 133361 133210 133182 133133 628 258 151 370 125 102 105 126 268 internal_count=134172 133418 754 133394 133361 133210 133182 133133 628 258 151 370 125 102 105 126 268 cat_boundaries=0 5 6 7 11 cat_threshold=1048576 262144 4 419430400 512 576 2186 0 0 4 16777216 is_linear=0 shrinkage=0.01 Tree=473 num_leaves=19 num_cat=4 split_feature=25 9 24 9 7 4 3 2 4 4 2 24 26 4 25 26 26 26 split_gain=94739 81193.4 80309.3 51341.8 46834.9 64359.9 39324 354145 150413 54460.1 101287 26098.1 28799.9 24384.3 7768.57 5233.93 987.131 317.058 threshold=0 1037.4750000000001 1 797.90800000000002 650.90000000000009 5.6142500000000011 40.940500000000007 543.20000000000016 648.37500000000011 543.53000000000009 1048.2900000000002 2 2022.5000000000002 648.37500000000011 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 left_child=2 3 16 4 6 -6 9 8 -8 10 -2 12 -4 -11 15 -13 -1 -16 right_child=1 -3 11 -5 5 -7 7 -9 -10 13 -12 14 -14 -15 17 -17 -18 -19 leaf_value=0.09429554564053895 -4.4709485266678905e-06 0.58195366064707432 0.030095971795015556 -0.43576298192695334 -0.073915112114378387 -0.734768982887268 0.020951054892239467 1.3314653536251613 0.81608869363864256 -0.51520332862933482 -0.63657885130643854 -0.268999609375 -0.18121183432349863 -0.14649599960362408 -0.18343517368986409 -0.41229337142064021 0.15030368694892296 -0.16167607307434081 leaf_weight=61 130402 24 129 27 56 20 2724 21 24 24 25 50 129 71 131 52 65 137 leaf_count=61 130402 24 129 27 56 20 2724 21 24 24 25 50 129 71 131 52 65 137 internal_value=0 0.000365146 -0.11131 0.000260535 0.000348807 -0.247824 0.000490311 0.0377817 0.0278955 -0.00030082 -0.000126488 -0.157622 -0.0727386 -0.239643 -0.213339 -0.311511 0.114131 -0.166114 internal_weight=0 133418 754 133394 133367 76 133291 2769 2748 130522 130427 628 258 95 370 102 126 268 internal_count=134172 133418 754 133394 133367 76 133291 2769 2748 130522 130427 628 258 95 370 102 126 268 cat_boundaries=0 5 6 7 11 cat_threshold=1048576 262144 4 419430400 512 576 2186 0 0 4 16777216 is_linear=0 shrinkage=0.01 Tree=474 num_leaves=22 num_cat=4 split_feature=25 9 24 9 10 3 2 20 0 2 26 0 24 26 3 25 5 26 9 26 26 split_gain=92853.7 79577.7 78711.2 50320.1 42447.8 39165.4 224718 124052 109478 41846.2 63889.4 51542.7 25578.8 28226.8 20975.8 7613.98 5716.16 5129.77 4433.39 967.487 310.749 threshold=0 1037.4750000000001 1 797.90800000000002 362.49400000000003 37.260750000000009 272.73498000000006 121.13200000000002 15.053400000000002 440.18000000000006 2022.5000000000002 224.14500000000001 2 2022.5000000000002 35.375000000000007 3 49.842000000000006 2022.5000000000002 51.771250000000009 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 2 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 left_child=2 3 19 4 5 9 7 -7 -8 11 -11 -2 13 -4 16 17 18 -14 -6 -1 -17 right_child=1 -3 12 -5 14 6 8 -9 -10 10 -12 -13 15 -15 -16 20 -18 -19 -20 -21 -22 leaf_value=0.093352590936129215 -0.00048213335673763367 0.57613415320714323 0.029795014885968942 -0.43140535517975137 -0.10800458643585444 0.017056925044592129 0.96033387334723219 0.73901845554510759 0.15954852611787859 0.029259164536700532 -0.36706579712721016 0.095238275490239666 -0.26630961170196532 -0.17939971709436225 -0.41224724171338262 -0.18160082132761715 0.048211471319198611 -0.40817043561201827 -0.27032946628332138 0.14880063614478478 -0.16005931206863291 leaf_weight=61 129519 24 129 27 106 2854 38 24 31 85 78 565 50 129 27 131 20 52 20 65 137 leaf_count=61 129519 24 129 27 106 2854 38 24 31 85 78 565 50 129 27 131 20 52 20 65 137 internal_value=0 0.000361494 -0.110197 0.000257929 0.000345319 0.000548641 0.0365984 0.0230775 0.600561 -0.00026703 -0.160393 -6.63864e-05 -0.156046 -0.0720112 -0.156194 -0.211206 -0.108841 -0.308396 -0.13377 0.112989 -0.164453 internal_weight=0 133418 754 133394 133367 133194 2947 2878 69 130247 163 130084 628 258 173 370 146 102 126 126 268 internal_count=134172 133418 754 133394 133367 133194 2947 2878 69 130247 163 130084 628 258 173 370 146 102 126 126 268 cat_boundaries=0 5 6 7 11 cat_threshold=1048576 262144 4 419430400 512 576 2186 0 0 4 16777216 is_linear=0 shrinkage=0.01 Tree=475 num_leaves=19 num_cat=0 split_feature=3 1 1 3 2 0 7 5 1 2 2 0 1 1 2 5 1 1 split_gain=75447.2 58076.8 70320.5 237198 181419 45509 138826 48780.5 36187.8 33258.7 31166.5 16750.7 33476.8 21811.2 8730.06 378.812 315.58 0.466685 threshold=1048.2900000000002 789.60480000000007 438.37500000000006 9.3117500000000017 783.48000000000013 430.17000000000002 43.669000000000011 783.48000000000013 364.99000000000007 23.742500000000003 8.0855000000000015 12.359700000000002 543.20000000000016 481.77300000000008 1048.2900000000002 1066.3056000000001 1066.3056000000001 650.90000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 11 5 7 9 8 -1 -7 16 12 13 -4 -6 -9 -3 -14 right_child=-2 10 3 -5 14 6 -8 15 -10 -11 -12 -13 17 -15 -16 -17 -18 -19 leaf_value=-0.0002703288523435895 0.45741459316677524 -0.17227630887712753 0.15380268677421238 0.97868296679109335 -0.38087949207850863 0.17158642699687104 -0.58420350213845573 -0.34924408712387084 -0.21999160486857097 0.55292979937333331 -0.59603334778831119 -0.16589364258732114 0.28133841970692514 -0.24991940975189209 -0.59842897130892836 -0.29234837675636466 -0.12766841987083699 0.2793646392822266 leaf_weight=133716 36 35 23 32 35 190 24 25 75 26 21 35 23 32 39 22 29 25 leaf_count=133716 36 35 23 32 35 190 24 25 75 26 21 35 23 32 39 22 29 25 internal_value=0 -0.000440933 -0.000275574 0.20298 -0.000533143 -0.000259944 0.13732 -0.000506653 -0.000393499 0.217489 -0.26175 0.0231063 0.0873295 -0.0810902 -0.495534 -0.322612 -0.152063 0.28031 internal_weight=0 134407 134322 170 134152 134078 240 133838 133791 216 85 138 103 55 74 47 64 48 internal_count=134443 134407 134322 170 134152 134078 240 133838 133791 216 85 138 103 55 74 47 64 48 is_linear=0 shrinkage=0.01 Tree=476 num_leaves=17 num_cat=2 split_feature=25 3 1 1 3 2 0 24 5 2 26 26 0 1 2 26 split_gain=149927 89075.9 49794.3 68719.9 232478 152869 52203.9 325083 46761.3 33174.6 30889.6 17545.6 34278.2 7843.03 5715.02 449.127 threshold=0 1048.2900000000002 789.60480000000007 438.37500000000006 9.3117500000000017 783.48000000000013 430.17000000000002 1 783.48000000000013 8.0855000000000015 2022.5000000000002 2022.5000000000002 27.356500000000004 543.20000000000016 1048.2900000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=15 2 3 5 11 6 8 -8 -2 10 -4 12 -5 -13 -7 -1 right_child=1 -3 9 4 -6 14 7 -9 -10 -11 -12 13 -14 -15 -16 -17 leaf_value=-0.40135050806505929 -0.0001432206731017351 0.5044199594770159 0.10632521464906891 0.25594804815812544 0.96889613713137812 -0.37707068634033208 0.49838598527424921 -0.21878642705290816 -0.3225544703404109 -0.59007302443186438 -0.34772285076879683 -0.21443786912868099 -0.21897671835763113 0.010507023103775517 -0.55778383905547002 -0.36127466899377331 leaf_weight=58 133694 35 29 55 32 35 117 119 45 21 31 31 21 31 35 54 leaf_count=58 133694 35 29 55 32 35 117 119 45 21 31 31 21 31 35 54 internal_value=0 3.10856e-06 -0.000128351 2.12377e-05 0.20095 -0.000233586 1.0516e-05 0.148608 -0.000251704 -0.247994 -0.128266 0.0228752 0.124719 -0.101965 -0.467427 -0.350714 internal_weight=0 134331 134296 134215 170 134045 133975 236 133739 81 60 138 76 62 70 112 internal_count=134443 134331 134296 134215 170 134045 133975 236 133739 81 60 138 76 62 70 112 cat_boundaries=0 5 6 cat_threshold=0 2 0 0 8192 3906 is_linear=0 shrinkage=0.01 Tree=477 num_leaves=20 num_cat=2 split_feature=25 1 1 2 2 0 7 2 0 1 25 1 1 2 26 26 2 1 26 split_gain=146944 63247.6 70012.7 224210 149922 65646.3 324276 384564 51705.8 35509.6 35463.2 27973.4 30971.3 26706.1 18487.9 5807.32 5601.29 831.591 440.189 threshold=0 789.60480000000007 438.37500000000006 185.76000000000002 783.48000000000013 271.85500000000002 43.669000000000011 161.35500000000005 155.86500000000004 364.99000000000007 1 543.20000000000016 481.77300000000008 8.0855000000000015 2022.5000000000002 2022.5000000000002 1048.2900000000002 398.24814000000003 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=18 2 4 8 5 9 7 -7 11 10 -2 12 -4 14 -3 -13 -6 -11 -1 right_child=1 13 3 -5 16 6 -8 -9 -10 17 -12 15 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.39733700275421141 0.017499042869734451 0.0011189134659305695 0.11199683057850805 1.1973437014222146 -0.37329998752049037 0.11901309972357693 -0.7814650566674568 1.3729801953755894 0.54419595670700083 -0.18493284777591104 -0.0016439560771222567 0.23615130755636429 -0.31501310571528424 -0.58417227972121466 -0.34424562377314416 0.037755988121032716 -0.55220600788933893 -0.25153570072070974 -0.35766193592989887 leaf_weight=58 10494 31 29 20 35 412 37 26 20 38 122963 36 41 21 31 25 35 37 54 leaf_count=58 10494 31 29 20 35 412 37 26 20 38 122963 36 41 21 31 25 35 37 54 internal_value=0 3.28564e-06 0.000173902 0.202389 -8.40007e-05 0.000157679 0.117509 0.19345 0.0706069 -0.000259762 -0.000137514 -0.00169681 -0.138109 -0.275958 -0.171563 0.154842 -0.462753 -0.21779 -0.347207 internal_weight=0 134331 134248 171 134077 134007 475 438 151 133532 133457 131 70 83 62 61 70 75 112 internal_count=134443 134331 134248 171 134077 134007 475 438 151 133532 133457 131 70 83 62 61 70 75 112 cat_boundaries=0 5 11 cat_threshold=0 2 0 0 8192 2148794368 68550657 13396 290521088 134353408 23134257 is_linear=0 shrinkage=0.01 Tree=478 num_leaves=17 num_cat=1 split_feature=25 1 6 5 0 4 19 17 5 17 2 26 4 6 26 26 split_gain=144020 61989 79600.6 301246 58911.8 51465.5 49417.8 39238.7 30306 29563.3 26174.6 18120 11413.8 6403.95 431.429 359.159 threshold=0 789.60480000000007 545.08500000000015 80.262500000000017 39.544300000000007 648.37500000000011 559.35000000000002 383.35000000000008 783.48000000000013 678.28640000000007 8.0855000000000015 2022.5000000000002 1048.2900000000002 650.90000000000009 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 2 5 4 13 6 7 8 -2 -9 11 -3 15 -4 -1 -7 right_child=1 10 3 -5 -6 12 -8 9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.39336363085385023 -0.00017667927726065319 0.0011077087156234249 -0.25321617728187923 1.3150891438397494 0.50441260147094724 0.18008529715678273 -0.41298557404814096 0.36573977124457263 -0.24641768812835219 -0.043480465500443072 -0.57833054315476196 -0.34080316393606125 0.38991095956166583 -0.048936968309837479 -0.35408531392062154 0.13476409484528834 leaf_weight=58 133871 31 21 22 20 34 29 51 50 27 21 31 30 57 54 36 leaf_count=58 133871 31 21 22 20 34 29 51 50 27 21 31 30 57 54 36 internal_value=0 3.26453e-06 0.000172174 0.257611 0.0202174 -5.81475e-05 -0.000227348 -0.000138019 -0.000268614 0.224087 -0.273199 -0.169848 0.226717 -0.103935 -0.343735 0.156777 internal_weight=0 134331 134248 120 98 134128 134028 133999 133921 78 83 62 100 78 112 70 internal_count=134443 134331 134248 120 98 134128 134028 133999 133921 78 83 62 100 78 112 70 cat_boundaries=0 5 cat_threshold=0 2 0 0 8192 is_linear=0 shrinkage=0.01 Tree=479 num_leaves=17 num_cat=0 split_feature=3 1 1 3 4 5 10 0 1 26 0 1 26 1 1 5 split_gain=72150.1 53355.3 66141.5 226444 64622 55085.5 40371.5 75638.4 37861 17049.6 34016.8 26631 15926.9 7410.94 2334.06 218.935 threshold=1048.2900000000002 789.60480000000007 438.37500000000006 9.3117500000000017 1048.2900000000002 783.48000000000013 396.4661000000001 79.448400000000007 364.99000000000007 2022.5000000000002 27.356500000000004 543.20000000000016 2022.5000000000002 543.20000000000016 1066.3056000000001 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 9 5 6 8 -8 -1 10 11 -4 -3 -11 -14 -7 right_child=-2 12 3 -5 -6 15 7 -9 -10 13 -12 -13 14 -15 -16 -17 leaf_value=-0.00017488777114646193 0.44731396993001304 -0.087278665542602538 0.043876349021648546 0.95477124236524102 0.45600242960837578 -0.31043152127947127 -0.070742293995857186 -0.68860669506632766 -0.21915810156472124 -0.21128573345561183 -0.22088131041753861 0.48462300740755526 -0.28512378931045534 0.0073749269977692634 -0.42355459361240783 -0.35207046894923499 leaf_weight=133825 36 35 29 32 31 28 143 23 79 31 21 26 21 31 29 23 leaf_count=133825 36 35 29 32 31 28 143 23 79 31 21 26 21 31 29 23 internal_value=0 -0.000425465 -0.000266971 0.196856 -0.000516769 -0.000622286 -0.000497292 -0.15635 -0.000304082 0.0211078 0.121501 0.252229 -0.250887 -0.101955 -0.365414 -0.32921 internal_weight=0 134407 134322 170 134152 134121 134070 166 133904 138 76 55 85 62 50 51 internal_count=134443 134407 134322 170 134152 134121 134070 166 133904 138 76 55 85 62 50 51 is_linear=0 shrinkage=0.01 Tree=480 num_leaves=24 num_cat=2 split_feature=10 8 2 9 2 10 13 2 6 9 25 25 11 4 2 1 10 11 4 6 10 8 8 split_gain=67244.1 69911.9 79211.7 47313.5 325723 451022 117626 72515.4 133036 59024.5 45008.9 41030.3 58023.1 52693.9 40340.1 39705.5 27039.9 14685.4 14126.5 9597.58 9084.3 454.07 258.283 threshold=638.18750000000011 574.83500000000015 39.505000000000003 66.295378500000012 161.35500000000005 36.937500000000007 214.32000000000002 4.1470000000000011 109.24925000000002 797.90800000000002 0 1 126.00693750000001 1048.2900000000002 18.539550000000002 438.37500000000006 747.99000000000012 192.22900000000001 337.69674000000003 192.26595000000003 950.63250000000005 675.58140000000014 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 21 10 6 -6 7 9 -9 -5 17 12 14 15 -12 -13 -2 18 19 -1 -18 -3 -23 right_child=16 2 -4 4 5 -7 -8 8 -10 -11 11 13 -14 -15 -16 -17 20 -19 -20 -21 -22 22 -24 leaf_value=-0.042503277800802292 0.59839028228412983 -0.083969438061827703 -0.82913609457015991 -0.005988762751745853 1.51731643138613 -0.18545423274593695 0.62268417291343214 0.097992739421315492 0.97498366725444796 -0.42333550425938199 0.070818734783027665 -0.001183124833403087 0.60009393405914313 0.4492579069504371 -0.2433153811166453 0.14542183851551366 0.042972365790605552 -0.30864314967935735 -0.31282594156265259 -0.23613076329231264 0.31534800748030345 -0.15462283540931013 -0.11049382745510056 leaf_weight=1661 22 21 20 1066 35 28 32 128 20 35 829 129865 20 26 43 185 25 22 20 26 24 36 21 leaf_count=1661 22 21 20 1066 35 28 32 128 20 35 829 129865 20 26 43 185 25 22 20 26 24 36 21 internal_value=0 -0.000686977 -0.267682 -0.000491771 0.0585426 0.760529 0.0240186 0.00868053 0.216505 -0.0192559 -0.00108969 -0.000418503 0.0667938 -0.000884513 0.0553282 -0.000974575 0.307144 -0.0516297 -0.0486197 -0.0454875 0.176381 -0.12372 -0.138365 internal_weight=0 134139 98 134041 1344 63 1281 1249 148 1101 132697 130968 892 130076 872 130050 71 1729 1707 1687 49 78 57 internal_count=134210 134139 98 134041 1344 63 1281 1249 148 1101 132697 130968 892 130076 872 130050 71 1729 1707 1687 49 78 57 cat_boundaries=0 6 12 cat_threshold=2148532224 67371009 8388628 1078198272 33558528 32 0 2 4096 151093248 139840 2105344 is_linear=0 shrinkage=0.01 Tree=481 num_leaves=22 num_cat=4 split_feature=0 4 7 5 2 3 1 2 25 24 4 26 26 1 3 25 25 0 0 0 26 split_gain=87403.5 393972 207617 350179 84326.5 66409.9 113404 89446.3 66249.9 49117.4 42102.7 40011.2 38819.6 36126.3 33889.1 139299 33366.9 31277.2 31006.6 10473.4 5367.19 threshold=292.11750000000001 232.66575000000003 52.203500000000012 120.63500000000002 1048.2900000000002 544.35000000000002 24.275832000000005 27.234500000000004 0 1 1048.2900000000002 2022.5000000000002 2022.5000000000002 224.64000000000001 77.170100000000005 2 3 430.17000000000002 362.49400000000003 430.17000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 9 9 2 2 2 2 left_child=4 2 3 9 5 8 7 20 11 12 14 -1 19 18 16 -16 -10 -14 -11 -2 -7 right_child=1 -3 -4 -5 -6 6 -8 -9 10 13 -12 -13 17 -15 15 -17 -18 -19 -20 -21 -22 leaf_value=0.058379231156974 -0.055762203375498455 1.4110050300929857 -0.67041150339160649 1.3041861708958944 0.47000439712875769 0.16630367882323988 -0.81835977701040419 -0.67814389777183537 0.024993653613325006 0.17615339986625173 -0.38212328072251944 0.4267135541439056 0.22511958990778244 -0.41335546584356403 0.25176282625286667 0.0028081002955248477 -0.0025636902591290329 0.72280657353608502 -0.056730278397405617 0.19722800700200929 0.0013259151273844194 leaf_weight=58 30 23 35 24 38 33 26 20 4541 84 29 60 28 21 260 1354 127259 23 179 36 49 leaf_count=58 30 23 35 24 38 33 26 20 4541 84 29 60 28 21 260 1354 127259 23 179 36 49 internal_value=0 0.13376 0.0698978 0.130864 -0.00100388 -0.00113776 -0.228807 -0.0785283 -0.00091957 0.0606408 -0.00113754 0.226475 0.22327 -0.0137357 -0.00105481 0.0444896 -0.00161254 0.449567 0.0176508 0.0822325 0.0677194 internal_weight=0 483 460 425 133727 133689 128 102 133561 401 133443 118 117 284 133414 1614 131800 51 263 66 82 internal_count=134210 483 460 425 133727 133689 128 102 133561 401 133443 118 117 284 133414 1614 131800 51 263 66 82 cat_boundaries=0 5 6 11 17 cat_threshold=0 2 0 0 139264 834 0 135200 536872000 0 16777216 4194432 16 274688 965312640 134253122 2171008 is_linear=0 shrinkage=0.01 Tree=482 num_leaves=19 num_cat=4 split_feature=0 4 7 5 2 4 25 24 5 26 1 25 24 6 0 0 26 0 split_gain=85663.9 386132 203486 343210 82648.3 49637.5 49552.7 48139.9 38335.9 38047.1 35407.4 32576.4 54979.1 46575.1 30654.8 30389.6 20301.8 10265 threshold=292.11750000000001 232.66575000000003 52.203500000000012 120.63500000000002 1048.2900000000002 1048.2900000000002 0 1 1066.3056000000001 2022.5000000000002 224.64000000000001 2 3 442.89500000000004 430.17000000000002 362.49400000000003 2022.5000000000002 430.17000000000002 decision_type=2 2 2 2 2 2 9 1 2 2 2 9 1 2 2 2 2 2 left_child=4 2 3 7 5 6 16 9 11 17 15 12 -8 -13 -11 -9 -1 -2 right_child=1 -3 -4 -5 -6 -7 8 10 -10 14 -12 13 -14 -15 -16 -17 -18 -19 leaf_value=0.085415561003763171 -0.055204571008682257 1.3968949707694678 -0.66370738666398188 1.291144280831019 0.46530433893203738 -0.39492831125855449 0.13555077760647505 0.17439186783773558 -0.35865244855483375 0.22286839944975717 -0.40922192437308175 -0.00077995358053275273 -0.061979765698228405 0.17266694340205962 0.71557847437651267 -0.056162970777829932 0.34790149755645217 0.19525571710533565 leaf_weight=61 30 23 35 24 38 32 146 84 30 28 21 131646 1562 155 23 179 57 36 leaf_count=61 30 23 35 24 38 32 146 84 30 28 21 131646 1562 155 23 179 57 36 internal_value=0 0.132422 0.0691989 0.129556 -0.000993634 -0.00112617 -0.00103189 0.0600343 -0.00122023 0.221037 -0.0135984 -0.00114 -0.0444041 -0.000575934 0.445071 0.0174743 0.195631 0.0814101 internal_weight=0 483 460 425 133727 133689 133657 401 133539 117 284 133509 1708 131801 51 263 118 66 internal_count=134210 483 460 425 133727 133689 133657 401 133539 117 284 133509 1708 131801 51 263 118 66 cat_boundaries=0 5 6 12 13 cat_threshold=0 0 0 65536 8256 834 2148532224 67371009 20 1078198272 33558528 32 1024 is_linear=0 shrinkage=0.01 Tree=483 num_leaves=24 num_cat=2 split_feature=0 9 24 0 5 2 10 26 0 6 9 18 6 5 24 5 9 0 26 0 0 6 6 split_gain=83959.1 296381 276876 180008 110940 81003.6 72424.8 58644 40774.1 39887.8 334563 46842.1 44322.6 41512.5 27197.5 77504.8 45100.6 17356.3 11371.9 11203.9 8892.34 6701.67 2618.18 threshold=292.11750000000001 18.271250000000006 0 782.62500000000011 78.120000000000019 1048.2900000000002 1.7352999999999998 2022.5000000000002 430.17000000000002 442.89500000000004 33.672000000000011 578.38750000000016 483.07500000000005 1066.3056000000001 1 316.16700000000009 571.7600000000001 362.49400000000003 2022.5000000000002 1083.9006000000002 332.39451000000003 783.48000000000013 650.90000000000009 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=5 2 3 7 6 9 17 8 -2 11 12 13 -11 14 15 -1 -16 20 22 -19 -4 -20 -14 right_child=1 -3 4 -5 -6 -7 -8 -9 -10 10 -12 -13 18 -15 16 -17 -18 19 21 -21 -22 -23 -24 leaf_value=-0.0070720571457277013 -0.12516948278133685 0.99113756946615272 0.024326556694918663 1.2069265527009965 -0.83618685984611518 0.46065131199987314 -0.64581756491214037 0.55025258862453963 0.35646088600158693 0.38777108157674472 1.3669853248596193 -0.38998808753105907 -0.040131363692608744 -0.36711857648145768 0.0028513069976177437 0.23107231906295692 -0.32492941518890717 -0.049015650109500646 -0.23167991823476292 -0.29495955694289439 0.24132877226386751 -0.049513511922624376 0.10683039488615814 leaf_weight=55404 39 37 58 25 20 38 20 46 32 24 20 31 22 31 77869 137 42 157 46 21 28 36 27 leaf_count=55404 39 37 58 25 20 38 20 46 32 24 20 31 22 31 77869 137 42 157 46 21 28 36 27 internal_value=0 0.131098 0.0597497 0.40796 -0.112616 -0.000983642 -0.0656261 0.272109 0.0919034 -0.00111486 0.14976 -0.00131261 -0.00730146 -0.00122235 -0.00113735 -0.00648347 0.00267426 -0.0216722 -0.0796812 -0.0780315 0.0949784 -0.151704 0.0408476 internal_weight=0 483 446 142 304 133727 284 117 71 133689 175 133514 155 133483 133452 55541 77911 264 131 178 86 82 49 internal_count=134210 483 446 142 304 133727 284 117 71 133689 175 133514 155 133483 133452 55541 77911 264 131 178 86 82 49 cat_boundaries=0 1 2 cat_threshold=1856 2697 is_linear=0 shrinkage=0.01 Tree=484 num_leaves=28 num_cat=1 split_feature=0 4 7 5 3 24 4 3 9 11 7 6 9 4 17 9 3 23 0 0 0 3 26 5 0 26 26 split_gain=82288.4 377811 199691 337779 68314.8 46191.9 42143.3 41400.7 82212 67953.9 79710.2 301348 64674.2 69746.8 56901.8 30621.2 176904 29527.1 25898.2 24690.9 86331.8 18410.6 25022.3 16279.4 10569.9 4423.64 1680.43 threshold=292.11750000000001 232.66575000000003 52.203500000000012 120.63500000000002 544.35000000000002 0 8.1130000000000013 77.170100000000005 297.82575000000008 212.87000000000003 22.790500000000002 161.20500000000004 1037.4750000000001 543.53000000000009 43.592000000000006 66.295378500000012 24.313000000000002 232.65000000000001 362.49400000000003 638.18750000000011 478.01250000000005 1048.2900000000002 2022.5000000000002 8.0855000000000015 430.17000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 5 7 19 21 12 9 10 14 -12 13 15 -9 17 -17 -1 25 20 -2 22 -6 26 -20 -7 -15 right_child=1 -3 -4 -5 6 18 -8 8 -10 -11 11 -13 -14 23 -16 16 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.0015874601523343812 0.13215509710027212 1.3805615980728814 -0.65879257212366382 1.2794011473655702 -0.052701465243642984 0.039869595021009445 -0.61901102273360542 0.016320598124368497 0.57708049765948599 -0.37246231971642907 0.090791911180339649 1.3791530077798027 -0.54351741704073819 -0.14593763038862584 0.43046755395391406 0.019218565541244483 0.54080478779647667 0.38267565631866457 -0.19625537989356301 -0.013615059929509317 0.84223190266153081 0.10356195532757304 -0.4005933911372454 -0.49456907109780746 -0.032971436286371357 0.18986189477583942 -0.2324439164615692 leaf_weight=130621 67 23 35 24 44 32 23 1368 29 39 134 21 22 43 34 1129 69 20 55 31 23 23 39 22 142 51 47 leaf_count=130621 67 23 35 24 44 32 23 1368 29 39 134 21 22 43 34 1129 69 20 55 31 23 23 39 22 142 51 47 internal_value=0 0.129787 0.0672486 0.12704 -0.000973806 0.058071 -0.230987 -0.000751709 0.0494155 0.0398276 0.0501547 0.265344 -0.00136942 -0.00127903 0.0263641 -0.00106713 0.0492598 -0.00152863 -0.0155766 0.212242 0.313619 -0.146793 -0.216169 -0.250721 -0.0785583 0.132034 -0.191113 internal_weight=0 483 460 425 133727 401 129 133598 1625 1596 1557 155 131973 131951 1402 131839 1198 130641 280 121 90 106 83 112 197 83 90 internal_count=134210 483 460 425 133727 401 129 133598 1625 1596 1557 155 131973 131951 1402 131839 1198 130641 280 121 90 106 83 112 197 83 90 cat_boundaries=0 1 cat_threshold=338 is_linear=0 shrinkage=0.01 Tree=485 num_leaves=16 num_cat=4 split_feature=3 2 25 24 26 7 6 25 4 0 7 25 26 26 26 split_gain=80531.9 65238.9 39726.5 91388.4 88003.4 40112.5 68340.3 36194.5 37419.3 211606 37222.8 14862.3 5001.58 597.969 28.2078 threshold=1048.2900000000002 1048.2900000000002 0 1 2022.5000000000002 650.90000000000009 27.286500000000004 2 364.99000000000007 192.77500000000003 549.10000000000002 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 1 2 2 2 9 2 2 2 9 2 2 2 left_child=1 2 3 4 -1 7 -7 12 10 -10 -9 14 -4 -13 -5 right_child=-2 -3 5 11 -6 6 -8 8 9 -11 -12 13 -14 -15 -16 leaf_value=0.38362732917070391 0.46039335426531336 0.42561510139041475 0.11301931827787369 -0.12438945397001799 -0.12769825169737911 0.050624062243316857 0.73160678148269653 -0.0002975758914450184 0.034350457593541724 1.0826139686221168 -0.38619802508354184 -0.29925098683283879 0.2390273684547061 -0.34322209051099878 -0.11508681685583932 leaf_weight=64 38 36 63 61 71 56 20 133267 232 21 25 65 63 59 70 leaf_count=64 38 36 63 61 71 56 20 133267 232 21 25 65 63 59 70 internal_value=0 -2.60806e-05 -0.000140315 -0.0996492 0.106797 0.000157287 0.22983 2.67159e-05 -0.000139327 0.12136 -0.000369955 -0.20885 0.16308 -0.296279 -0.110949 internal_weight=0 134173 134137 390 135 133747 76 133671 133545 253 133292 255 126 124 131 internal_count=134211 134173 134137 390 135 133747 76 133671 133545 253 133292 255 126 124 131 cat_boundaries=0 6 7 12 18 cat_threshold=1048576 0 4 134217728 33554432 32 562 0 0 0 65536 139264 1048576 0 0 134217728 0 32 is_linear=0 shrinkage=0.01 Tree=486 num_leaves=19 num_cat=0 split_feature=8 2 6 9 5 2 11 9 1 1 2 6 10 1 2 8 8 8 split_gain=78796.1 75838.8 75797.9 73275.4 416868 72170.4 47352.2 40690 45483.3 79157.7 44981.9 37858.5 30748.7 26888.5 17549.4 2511.89 578.378 0.256759 threshold=574.83500000000015 1048.2900000000002 783.48000000000013 370.88500000000005 103.80000000000001 39.505000000000003 21.474750000000004 152.84000000000003 650.90000000000009 543.20000000000016 223.35100000000003 1043.5418000000002 27.655500000000004 1066.3056000000001 66.099500000000006 675.58140000000014 808.31735000000015 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 6 15 12 8 9 -1 14 -4 -5 -10 -9 -2 -17 -18 right_child=5 -3 11 4 -6 -7 -8 10 13 -11 -12 -13 -14 -15 -16 16 17 -19 leaf_value=0.00012343896174789299 -0.22889299524867018 0.46575227689743048 0.60399768890873073 0.14925317546641323 1.5606587142944335 -0.78035459995269774 -0.41913444387912746 -0.084085732873421332 -0.32579424847574795 0.43432394504547123 -0.5439144059589931 0.054086400213695714 -0.26071792738778249 0.018626324429231532 0.21167986429872968 -0.065512124841863459 -0.12798568833991886 -0.12955121620642868 leaf_weight=133177 23 35 31 142 20 22 20 449 68 42 21 21 21 34 21 22 20 22 leaf_count=133177 23 35 31 142 20 22 20 449 68 42 21 21 21 34 21 22 20 22 internal_value=0 0.000321689 0.000200182 5.20693e-05 0.189898 -0.268655 0.0400884 -0.000235938 9.871e-05 0.00026033 -0.0911027 0.381918 0.0964348 -0.210987 -0.0708707 -0.13926 -0.107049 -0.128806 internal_weight=0 134102 134067 134015 203 109 183 133812 133321 133219 491 52 163 102 470 87 64 42 internal_count=134211 134102 134067 134015 203 109 183 133812 133321 133219 491 52 163 102 470 87 64 42 is_linear=0 shrinkage=0.01 Tree=487 num_leaves=12 num_cat=1 split_feature=3 2 8 0 9 18 25 4 8 8 8 split_gain=78921.2 62639.2 54790 84112.8 62758.5 42153.1 43357.6 42136.8 496.559 1233.43 3.75918 threshold=1048.2900000000002 1048.2900000000002 574.83500000000015 14.496990000000002 1037.4750000000001 678.28640000000007 0 364.99000000000007 808.31735000000015 675.58140000000014 1066.3056000000001 decision_type=2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 4 8 5 6 -1 -8 9 -4 -10 right_child=-2 -3 3 -5 -6 -7 7 -9 10 -11 -12 leaf_value=0.18034414986918745 0.45576495321173421 0.41704757995075653 -0.12607775747776032 -0.81153422702848921 0.5340999256480824 0.42802196502685547 -0.00054460402357284199 0.12812456296062938 -0.11301197015680373 -0.019746108452479046 -0.11900221981785514 leaf_weight=123 38 36 20 20 22 23 133608 255 20 24 22 leaf_count=123 38 36 20 20 22 23 133608 255 20 24 22 internal_value=0 -2.68455e-05 -0.000138781 -0.2274 4.09516e-05 -4.67238e-05 -0.000120206 -0.000299476 -0.0915552 -0.0680787 -0.11615 internal_weight=0 134173 134137 106 134031 134009 133986 133863 86 44 42 internal_count=134211 134173 134137 106 134031 134009 133986 133863 86 44 42 cat_boundaries=0 5 cat_threshold=0 0 0 65536 139264 is_linear=0 shrinkage=0.01 Tree=488 num_leaves=18 num_cat=2 split_feature=8 0 2 6 4 0 24 4 0 5 11 25 6 2 4 6 8 split_gain=76019.3 136264 72991 74131.8 48556.3 231929 59012.1 78322.2 56138.9 129180 49935.6 53263.5 37079.1 25000.5 7700.43 1624.7 454.631 threshold=574.83500000000015 24.245000000000005 1048.2900000000002 783.48000000000013 364.99000000000007 172.45500000000001 0 779.31175000000019 478.01250000000005 26.808500000000006 650.90000000000009 1 1043.5418000000002 13.910351500000003 543.53000000000009 9.3037500000000026 808.31735000000015 decision_type=2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 left_child=2 15 3 4 8 6 14 -8 10 13 11 -1 -5 -10 -6 16 -2 right_child=1 -3 -4 12 5 -7 7 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.20648000015258788 -0.14531697067267754 -1.0097384627461434 0.45692427648816791 0.59747800596298706 -0.053451497603435913 1.1712939701080323 0.31911708062497257 -0.24475808408576996 -0.031742311827341718 -0.89172347003763375 -0.30979446223148932 -4.0438948939069373e-05 0.053256167116619298 -0.39272115284746345 -0.22899079120626639 -0.016910800814628601 -0.093974069731576099 leaf_weight=115 34 20 35 31 49 20 107 32 150 22 52 133395 21 22 51 20 35 leaf_count=115 34 20 35 31 49 20 107 32 150 22 52 133395 21 22 51 20 35 internal_value=0 -0.263879 0.000315885 0.000196681 5.02055e-05 0.13684 0.0502745 0.176599 -0.000214668 -0.170202 3.22392e-05 0.000152912 0.377696 -0.077914 -0.129979 -0.0962706 -0.119273 internal_weight=0 109 134102 134067 134015 259 239 139 133756 194 133562 133510 52 172 100 89 69 internal_count=134211 109 134102 134067 134015 259 239 139 133756 194 133562 133510 52 172 100 89 69 cat_boundaries=0 1 6 cat_threshold=2632 0 2 0 0 139264 is_linear=0 shrinkage=0.01 Tree=489 num_leaves=14 num_cat=1 split_feature=3 2 25 9 13 5 18 20 6 0 1 4 3 split_gain=77442.3 60080.4 38939.4 44588.7 44282.6 146563 52510.9 42661.5 41047.8 9524.82 8884.25 8712.48 7392.1 threshold=1048.2900000000002 1048.2900000000002 0 1037.4750000000001 152.09975000000003 192.26595000000003 678.28640000000007 549.10000000000002 77.886150000000001 58.577500000000008 59.998500000000007 58.370000000000005 155.97750000000002 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 4 6 8 7 -4 -6 10 11 12 -1 right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.04946662424978885 0.45147374077847136 0.40843948728508422 0.00034114033385215055 0.4503777235204523 -0.026855294672481388 -0.7604895216418851 0.48900757832960651 0.45109820729210265 -0.44369977989196779 -0.28235175879105279 -0.26705533027648926 -0.24850697288513185 -0.24564971268177033 leaf_weight=484 38 36 133012 22 429 31 22 21 25 23 23 25 20 leaf_count=484 38 36 133012 22 429 31 22 21 25 23 23 25 20 internal_value=0 -2.73777e-05 -0.000137003 0.000219557 0.000145413 -0.0952342 0.000493082 0.000412295 -0.0498093 -0.0815451 -0.0746554 -0.0662902 -0.0572517 internal_weight=0 134173 134137 133562 133540 485 133055 133033 454 575 552 529 504 internal_count=134211 134173 134137 133562 133540 485 133055 133033 454 575 552 529 504 cat_boundaries=0 6 cat_threshold=1048576 262144 4 134217728 33554432 33 is_linear=0 shrinkage=0.01 Tree=490 num_leaves=10 num_cat=2 split_feature=3 25 24 9 22 13 12 11 7 split_gain=199269 45525.7 64136.1 40981.8 36305.9 33684.4 36970.5 48728.5 41494 threshold=1048.2900000000002 0 1 1037.4750000000001 426.40000000000003 673.83140000000014 417.10750000000002 756.4475000000001 25.226500000000005 decision_type=2 9 1 2 2 2 2 2 2 left_child=1 2 -1 4 5 6 7 -3 -8 right_child=-2 3 -4 -5 -6 -7 8 -9 -10 leaf_value=0.037845567953391154 0.78860647380352022 -0.00033963410311391731 -0.29004690552485807 0.38919341970373084 0.41532069614955353 -0.26001290388107301 -0.088457532617134779 0.35318715254465738 -0.55999125740744848 leaf_weight=112 32 133816 121 27 21 50 123 39 22 leaf_count=112 32 133816 121 27 21 50 123 39 22 internal_value=0 -0.000610611 -0.137362 -0.00036273 -0.000441208 -0.00050634 -0.000409509 -0.000236631 -0.160001 internal_weight=0 134331 233 134098 134071 134050 134000 133855 145 internal_count=134363 134331 233 134098 134071 134050 134000 133855 145 cat_boundaries=0 6 7 cat_threshold=2147483648 0 0 98304 8192 8192 3612 is_linear=0 shrinkage=0.01 Tree=491 num_leaves=14 num_cat=4 split_feature=3 25 24 26 9 22 12 7 25 24 10 4 26 split_gain=195304 44688 62957.8 72892.9 40166.3 35583.4 32477.6 42485.1 39433.7 89113 36903.3 29297 3923.13 threshold=1048.2900000000002 0 1 2022.5000000000002 1037.4750000000001 426.40000000000003 417.10750000000002 25.226500000000005 2 3 57.109650000000009 779.31175000000019 2022.5000000000002 decision_type=2 9 1 2 2 2 2 2 9 1 2 2 2 left_child=1 2 3 -1 5 6 8 10 9 -3 -8 -10 -4 right_child=-2 4 12 -5 -6 -7 7 -9 11 -11 -12 -13 -14 leaf_value=-0.2283208111097228 0.78072045445442206 0.32505757550724218 -0.24977124035358431 0.28264026124598618 0.38530149813051578 0.41116748628162197 -0.15149387849064974 -0.5437947327157725 -0.00071367265359110175 -0.01464193598359032 0.31754833698272705 0.213292132797651 -0.36396920747023365 leaf_weight=53 32 112 56 59 27 21 104 23 133511 216 20 64 65 leaf_count=53 32 112 56 59 27 21 104 23 133511 216 20 64 65 internal_value=0 -0.000604692 -0.136092 0.0374981 -0.000359103 -0.000436796 -0.000501277 -0.149059 -0.000338189 0.107538 -0.0758419 -0.00061109 -0.287368 internal_weight=0 134331 233 112 134098 134071 134050 147 133903 328 124 133575 121 internal_count=134363 134331 233 112 134098 134071 134050 147 133903 328 124 133575 121 cat_boundaries=0 6 7 12 13 cat_threshold=2147483648 0 0 98304 8192 8192 3612 0 262146 4 134217728 131072 1124 is_linear=0 shrinkage=0.01 Tree=492 num_leaves=11 num_cat=1 split_feature=3 8 4 9 16 18 22 24 6 8 split_gain=191417 36436.1 54648.4 50768.7 35513 37657.2 34893.8 29073.9 5010.49 2801.06 threshold=1048.2900000000002 574.83500000000015 3.4310000000000005 1037.4750000000001 785.7867500000001 678.28640000000007 426.40000000000003 0 17.041000000000007 808.31735000000015 decision_type=2 2 2 2 2 2 2 1 2 2 left_child=1 3 8 4 5 6 7 -1 9 -3 right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 -11 leaf_value=-0.011055674622381986 0.77291323542594914 0.023634589695268209 -0.65499749568104748 0.43313451766967775 -0.39344520309697023 0.38760451889038089 0.40705582300821941 0.0014692463845003324 -0.21748856657743454 -0.10199889453606947 leaf_weight=22201 32 36 20 27 23 25 21 111923 20 35 leaf_count=22201 32 36 20 27 23 25 21 111923 20 35 internal_value=0 -0.000598414 -0.181701 -0.000448642 -0.00053588 -0.000468526 -0.00054085 -0.000604668 -0.0776801 -0.0382974 internal_weight=0 134331 111 134220 134193 134170 134145 134124 91 71 internal_count=134363 134331 111 134220 134193 134170 134145 134124 91 71 cat_boundaries=0 1 cat_threshold=2176 is_linear=0 shrinkage=0.01 Tree=493 num_leaves=14 num_cat=5 split_feature=3 25 24 26 9 22 25 24 26 25 10 10 26 split_gain=187608 43798.8 61708.7 71446.1 38559.8 34180.8 31792.3 64261.6 128314 107963 32255 42279.7 3845.79 threshold=1048.2900000000002 0 1 2022.5000000000002 1037.4750000000001 426.40000000000003 2 3 2022.5000000000002 4 747.99000000000012 362.49400000000003 2022.5000000000002 decision_type=2 9 1 2 2 2 9 1 2 9 2 2 2 left_child=1 2 3 -1 5 6 7 8 -3 -9 11 -8 -4 right_child=-2 4 12 -5 -6 -7 10 9 -10 -11 -12 -13 -14 leaf_value=-0.22603338709417378 0.76518407732248306 -0.026813359135075619 -0.24726585417985916 0.2798314091310663 0.37752010839956773 0.40298524039132255 -0.00084368498833718231 0.27493335952277947 0.33697000404801031 -0.052303729055505815 0.30259080357210977 -0.17856222759404067 -0.3603325252532959 leaf_weight=53 32 190 56 59 27 21 132734 109 198 650 35 134 65 leaf_count=53 32 190 56 59 27 21 132734 109 198 650 35 134 65 internal_value=0 -0.000592437 -0.134725 0.0371335 -0.000349304 -0.000425428 -0.000488625 0.0517045 0.154838 -0.00234511 -0.00094289 -0.00102292 -0.284492 internal_weight=0 134331 233 112 134098 134071 134050 1147 388 759 132903 132868 121 internal_count=134363 134331 233 112 134098 134071 134050 1147 388 759 132903 132868 121 cat_boundaries=0 6 7 12 13 18 cat_threshold=2147483648 0 0 98304 8192 8192 3612 1310720 262146 4100 150994944 134349378 325 0 262144 4 0 131136 is_linear=0 shrinkage=0.01 Tree=494 num_leaves=12 num_cat=2 split_feature=3 25 9 22 13 12 11 0 25 26 26 split_gain=183874 41105 37789.7 33498.3 33005.7 35456.8 47600.6 40041.4 5217.66 25230.8 14413.9 threshold=1048.2900000000002 0 1037.4750000000001 426.40000000000003 673.83140000000014 417.10750000000002 756.4475000000001 121.97500000000001 1 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 9 2 2 left_child=1 8 3 4 5 6 -3 -7 10 -10 -1 right_child=-2 2 -4 -5 -6 7 -8 -9 9 -11 -12 leaf_value=0.054301757301603047 0.75753224015235898 -0.00030669472039019231 0.37374490525987414 0.39895540691557385 -0.25734911909103392 -0.088277606118109933 0.34910490781832965 -0.56046906266893659 -0.30385466923839166 -0.051670152250542695 -0.17062191626121259 leaf_weight=56 32 133776 27 21 50 124 39 21 76 83 58 leaf_count=56 32 133776 27 21 50 124 39 21 76 83 58 internal_value=0 -0.000586347 -0.000332129 -0.00040751 -0.000470092 -0.000374213 -0.00020486 -0.156664 -0.120978 -0.162021 -0.0552837 internal_weight=0 134331 134058 134031 134010 133960 133815 145 273 159 114 internal_count=134363 134331 134058 134031 134010 133960 133815 145 273 159 114 cat_boundaries=0 6 12 cat_threshold=2147483648 0 0 65536 33562624 8192 0 0 0 0 33554432 8192 is_linear=0 shrinkage=0.01 Tree=495 num_leaves=24 num_cat=2 split_feature=9 3 2 2 3 4 3 17 17 24 1 9 25 2 3 13 26 26 26 4 4 4 17 split_gain=87491.8 506638 173599 138556 125750 100388 86041.4 67422.8 68134.1 66381.7 213657 84952.9 60231.2 54108.9 81607.8 42306.6 36939.4 23645.5 5794.04 4525.8 3054.07 2685.6 836.475 threshold=66.295378500000012 483.18750000000006 312.70000000000005 1048.2900000000002 232.66575000000003 543.53000000000009 782.62500000000011 383.35000000000008 765.43425000000013 0 50.530000000000008 73.217700000000022 1 171.81400000000002 161.49750000000009 513.23075000000006 2022.5000000000002 2022.5000000000002 2022.5000000000002 779.31175000000019 1048.2900000000002 779.31175000000019 577.6975000000001 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 5 9 6 7 12 22 10 11 -2 18 14 -11 -14 -8 19 -1 -7 21 -19 -9 right_child=1 -3 -4 -5 -6 17 16 8 -10 13 -12 -13 15 -15 -16 -17 -18 20 -20 -21 -22 -23 -24 leaf_value=0.16799803103430797 0.64430371152857946 1.5189631369709968 0.83216553483690536 -0.63997276574373252 0.67635839255650843 -0.039172988999634985 -0.69975733930414374 0.5213612832445087 -0.19456656360626221 -0.025767885715020505 1.032171371459961 0.025621294602814874 -0.0012998502492476763 -0.50200553676356441 0.59076600454070349 -0.2357685101496709 -0.19393364156995499 -0.3988573462168376 0.31000831812620161 -0.21497209012508392 -0.46812771571534023 -0.25141047194422711 0.43940305709838867 leaf_weight=59 24 24 28 34 30 32 22 33 20 890 25 295 132459 23 22 77 42 30 56 27 28 21 20 leaf_count=59 24 24 28 34 30 32 22 33 20 890 25 295 132459 23 22 77 42 30 56 27 28 21 20 internal_value=0 0.078905 0.053055 -0.00168221 0.0363895 -0.00151895 -0.00123879 -0.00106203 0.302762 0.0213785 0.137926 0.0721679 -0.00122923 -0.022733 -0.0108954 -0.00143596 -0.367811 -0.271092 0.218179 -0.119623 -0.384214 -0.338144 0.490434 internal_weight=0 1361 1337 132960 1309 132926 132788 132724 73 1279 344 319 132651 935 912 132536 64 138 115 59 79 51 53 internal_count=134321 1361 1337 132960 1309 132926 132788 132724 73 1279 344 319 132651 935 912 132536 64 138 115 59 79 51 53 cat_boundaries=0 1 4 cat_threshold=1089 0 2 4 is_linear=0 shrinkage=0.01 Tree=496 num_leaves=23 num_cat=1 split_feature=9 3 2 2 13 4 0 1 4 0 3 17 17 25 10 13 26 4 26 26 17 4 split_gain=85750.7 496556 170145 135799 123643 102027 180641 152689 98390.6 131239 84329.2 66081.1 66778.2 59032.6 54260.4 41464.7 36204.3 11599.8 5678.74 2576.2 819.829 65.1874 threshold=66.295378500000012 483.18750000000006 312.70000000000005 1048.2900000000002 254.57570000000001 155.68575000000004 192.77500000000003 50.530000000000008 543.53000000000009 60.461000000000006 782.62500000000011 383.35000000000008 765.43425000000013 0 108.80750000000002 513.23075000000006 2022.5000000000002 1048.2900000000002 2022.5000000000002 2022.5000000000002 577.6975000000001 255.30450000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=3 2 4 8 5 6 7 -2 10 17 11 13 20 18 21 -15 -12 19 -1 -10 -13 -7 right_child=1 -3 -4 -5 -6 14 -8 -9 9 -11 16 12 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=0.1663180445008359 -0.0076014640049591091 1.503773493145903 0.82384392431804121 -0.6335730478211361 0.76275278132894775 0.20024905014038086 -0.77652703515414534 0.45000139359480296 -0.030641289167933995 -1.0174421665668487 -0.69275976159355868 0.51614766958988068 -0.19262090110778807 -0.0012868516858707446 0.85094375002384182 -0.23341082430505133 -0.19199434689113073 -0.31123220757643383 0.3069082522392273 -0.13888194705857787 0.43500902843475348 0.22578087759017945 leaf_weight=59 1119 24 28 34 23 20 29 78 45 20 22 33 20 132459 20 77 42 30 56 43 20 20 leaf_count=59 1119 24 28 34 23 20 29 78 45 20 22 33 20 132459 20 77 42 30 56 43 20 20 internal_value=0 0.0781159 0.0525245 -0.00166539 0.0360256 0.0230282 0.00332364 0.0222173 -0.00150376 -0.268381 -0.00122641 -0.00105141 0.299735 -0.00121694 0.425658 -0.0014216 -0.364132 -0.141422 0.215997 -0.0835316 0.485529 0.213015 internal_weight=0 1361 1337 132960 1309 1286 1226 1197 132926 138 132788 132724 73 132651 60 132536 64 118 115 88 53 40 internal_count=134321 1361 1337 132960 1309 1286 1226 1197 132926 138 132788 132724 73 132651 60 132536 64 118 115 88 53 40 cat_boundaries=0 3 cat_threshold=0 2 4 is_linear=0 shrinkage=0.01 Tree=497 num_leaves=26 num_cat=5 split_feature=9 6 2 0 2 9 25 9 9 17 17 0 16 13 25 24 13 25 24 18 9 13 26 26 17 split_gain=84044.2 322068 331521 607646 133097 90242.6 69665.1 119597 94392.1 64961 65449.3 55276 94364.8 44983 43143.3 98411.6 40617.7 34528.4 139243 38508.5 31188.4 2479.46 2473.61 1180.13 803.515 threshold=66.295378500000012 442.89500000000004 155.87100000000004 102.15500000000002 1048.2900000000002 168.64500000000001 0 75.020000000000024 454.75000000000006 383.35000000000008 765.43425000000013 192.77500000000003 72.393750000000026 165.001 1 2 513.23075000000006 3 4 678.28640000000007 114.12500000000001 673.83140000000014 2022.5000000000002 2022.5000000000002 577.6975000000001 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 1 2 9 1 2 2 2 2 2 2 left_child=4 2 6 5 9 -4 7 -2 20 14 24 12 13 -8 15 22 17 18 -16 -19 -9 -18 -1 -17 -11 right_child=1 -3 3 -5 -6 -7 11 8 -10 10 -12 -13 -14 -15 16 23 21 19 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.18482258575303212 0.90554390668869023 1.2774510379271073 0.64990089225769043 2.2015483658313753 -0.62723731054102672 -0.2232509170935072 -0.0079707242010705111 0.20568633966975744 0.69856465101242071 0.51098620674826889 -0.19069468879699705 -0.5093942195718939 0.59198264167859005 -0.45535689892976183 -0.1504767656517029 -0.22475343213839963 -0.16368333503603935 -0.0015380142405117527 0.29290512786192052 0.43729182720184329 -0.074284078594711089 -0.27882770061492923 0.088052928495407121 -0.27173844626316657 0.43065894412994382 leaf_weight=56 21 22 20 20 34 29 983 63 24 33 20 22 26 23 115 110 32 132161 160 20 108 45 50 104 20 leaf_count=56 21 22 20 20 34 29 983 63 24 33 20 22 26 23 115 110 32 132161 160 20 108 45 50 104 20 internal_value=0 0.0773348 0.0576166 0.732677 -0.00164873 0.133138 0.0209401 0.180166 0.111288 -0.00148872 0.296737 -0.013274 -0.00282644 -0.0181992 -0.00165259 -0.115851 -0.00136801 -0.00123464 0.108717 -0.0014715 0.0288629 -0.230975 0.127179 -0.236534 0.480674 internal_weight=0 1361 1339 69 132960 49 1270 216 195 132926 73 1054 1032 1006 132853 320 132533 132456 275 132181 171 77 106 214 53 internal_count=134321 1361 1339 69 132960 49 1270 216 195 132926 73 1054 1032 1006 132853 320 132533 132456 275 132181 171 77 106 214 53 cat_boundaries=0 6 12 13 17 18 cat_threshold=12582912 1048864 536871936 4194304 0 536870912 0 262145 131072 0 8256 8224 1045 0 2 4 16842752 2201 is_linear=0 shrinkage=0.01 Tree=498 num_leaves=32 num_cat=1 split_feature=9 3 3 0 0 1 9 3 9 7 1 4 0 12 13 4 17 17 25 9 13 26 12 7 26 12 26 4 1 4 17 split_gain=82371.5 484109 115928 211078 296142 101239 83868.5 82527.1 79583 121470 137711 78644 149829 73499.2 112329 73462.4 63554.4 64146.9 51074.1 40256.4 39788.9 35491.4 34050.6 15566.1 7174.38 6996.79 5230.73 3842.34 3836.61 1341.03 787.525 threshold=66.295378500000012 483.18750000000006 21.731200000000005 166.14750000000004 51.002500000000005 8.7187500000000018 70.803195000000017 782.62500000000011 168.64500000000001 0.57500000000000007 44.610000000000007 543.53000000000009 57.417500000000011 76.979500000000016 13.857500000000003 155.68575000000004 383.35000000000008 765.43425000000013 0 797.90800000000002 513.23075000000006 2022.5000000000002 417.10750000000002 74.002100000000013 2022.5000000000002 27.301200000000005 2022.5000000000002 779.31175000000019 89.512000000000015 1048.2900000000002 577.6975000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 5 4 13 6 -2 11 9 10 -7 16 24 14 -4 19 18 30 26 -8 22 -9 -20 28 27 -22 -1 -13 -10 -26 -18 right_child=1 -3 3 -5 -6 8 15 21 23 -11 -12 12 -14 -15 -16 -17 17 -19 20 -21 25 -23 -24 -25 29 -27 -28 -29 -30 -31 -32 leaf_value=0.15091636101404826 0.43426600028689094 1.4842375402525068 0.010370398730039596 -0.51729937885488786 1.5305316867572922 0.2285779618024826 -0.041688072161436864 -0.68601538029584019 0.010642031013965608 -0.0020128090217195705 1.3631712204477062 -0.09173051536083221 -1.0170938276109243 0.81546348595619211 0.80335710959001017 0.44854314088821412 0.50587634462298769 -0.18878774452209474 -0.0012828068616333552 -0.39721332022638034 -0.16660487669485588 -0.19020497163136799 -0.17418345240124486 0.24481522765755653 -0.13753242027620938 -0.37487839574399207 0.28468700802117064 0.079322718481222798 -0.17689181591073674 -0.23213299704634627 0.426352355003357 leaf_weight=60 39 24 95 28 21 20 913 22 20 29 23 29 21 20 22 30 33 20 132375 33 54 42 114 20 43 23 57 24 24 23 20 leaf_count=60 39 24 95 28 21 20 913 22 20 29 23 29 21 20 22 30 33 20 132375 33 54 42 114 20 43 23 57 24 24 23 20 internal_value=0 0.0765614 0.0512927 0.282931 0.424744 0.0138604 -0.0204695 -0.00163214 0.270073 0.498141 0.835453 -0.00145925 -0.238345 0.255243 0.159479 -0.0386403 -0.00120944 0.29377 -0.00137173 -0.0540901 -0.00156354 -0.36064 -0.00143158 0.013496 -0.100919 -0.228816 0.199072 -0.0142724 -0.0916492 -0.170499 0.475867 internal_weight=0 1361 1337 186 158 1151 1015 132960 136 72 43 132896 140 137 117 976 132756 73 132683 946 132566 64 132489 64 119 77 117 53 44 66 53 internal_count=134321 1361 1337 186 158 1151 1015 132960 136 72 43 132896 140 137 117 976 132756 73 132683 946 132566 64 132489 64 119 77 117 53 44 66 53 cat_boundaries=0 3 cat_threshold=0 2 4 is_linear=0 shrinkage=0.01 Tree=499 num_leaves=22 num_cat=1 split_feature=9 3 2 2 3 0 4 0 3 1 3 5 17 17 13 26 24 4 12 26 17 split_gain=80732.3 474476 164186 130367 122143 103471 94737.8 125927 81080.9 80427.5 115712 91804.6 62211.3 62870.4 41342.8 34785.1 33089.7 11266 6572.94 2473.7 771.854 threshold=66.295378500000012 483.18750000000006 312.70000000000005 1048.2900000000002 232.66575000000003 192.77500000000003 543.53000000000009 60.461000000000006 782.62500000000011 8.7187500000000018 161.49750000000009 125.2 383.35000000000008 765.43425000000013 513.23075000000006 2022.5000000000002 0 1048.2900000000002 27.301200000000005 2022.5000000000002 577.6975000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=3 2 4 6 5 9 8 17 12 10 -2 -11 14 20 16 -10 -1 19 -16 -8 -14 right_child=1 -3 -4 -5 -6 -7 7 -9 15 11 -12 -13 13 -15 18 -17 -18 -19 -20 -21 -22 leaf_value=-0.0081045499979806139 -0.010621864559025498 1.4693951890369257 0.80847203084400721 -0.62075506890521337 0.66529722923040402 -0.5244982114960165 -0.030091632617844477 -0.997081426858902 -0.67915522223169145 0.33682326496525533 0.75712995910644543 -0.35806405089118265 0.50081758455796677 -0.1868998613357544 -0.17085618320264315 -0.18830293587275915 0.0024941098364563352 -0.30631952627499898 -0.37112961333730943 -0.13615709924420646 0.42208880233764645 leaf_weight=44165 1063 24 28 34 30 34 45 20 22 140 20 22 33 20 57 42 88406 30 23 43 20 leaf_count=44165 1063 24 28 34 30 34 45 20 22 140 20 22 33 20 57 42 88406 30 23 43 20 internal_value=0 0.0757958 0.0507798 -0.00161582 0.0345725 0.0197783 -0.00145745 -0.263334 -0.0011853 0.0346421 0.00355638 0.242456 -0.00101371 0.290832 -0.00117432 -0.357033 -0.00103717 -0.13897 -0.228435 -0.0819191 0.471109 internal_weight=0 1361 1337 132960 1309 1279 132926 138 132788 1245 1083 162 132724 73 132651 64 132571 118 80 88 53 internal_count=134321 1361 1337 132960 1309 1279 132926 138 132788 1245 1083 162 132724 73 132651 64 132571 118 80 88 53 cat_boundaries=0 1 cat_threshold=2185 is_linear=0 shrinkage=0.01 Tree=500 num_leaves=27 num_cat=3 split_feature=3 25 19 5 5 26 2 8 7 8 3 5 25 6 6 6 3 24 13 7 23 19 6 9 6 7 split_gain=116159 57749.5 91663.3 85599.1 90073 105513 50376.2 42152.8 75214.7 63420.4 54064.3 40662 28700.8 36051.6 29725.6 91773.9 27995.2 26901.6 47949.7 35566.2 24101.9 17293.1 14193.5 9690.31 1387.47 482.077 threshold=1048.2900000000002 0 452.62500000000006 336.69250000000005 401.66700000000003 2022.5000000000002 783.48000000000013 157.04150000000004 110.26392000000003 134.15500000000003 242.64500000000001 545.08500000000015 1 233.42589000000001 161.20500000000004 174.86250000000004 108.21050000000001 2 290.58575000000002 336.95674000000002 62.639500000000005 126.24000000000001 100.64650000000002 1.6593000000000002 296.0025 177.87500000000003 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 2 3 7 -5 -6 12 9 16 10 -1 -7 17 14 21 -16 -9 20 19 -19 22 -14 -3 24 -15 -10 right_child=-2 6 -4 4 5 11 -8 8 25 -11 -12 -13 13 23 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.01692736619274721 0.57690972464425228 -0.0050840044473748737 -0.59876089453697201 0.82545034050941468 0.57869552657400303 -0.33812532424926761 0.3832181599560906 -0.12752737617953036 0.26593754070065917 0.5564051394029097 0.18243432444930074 0.1350375897543771 -0.0058973568822246417 -0.20259318828582765 0.77373932576179505 -0.00089604493287893439 -0.49235378514165462 0.0096968772418274517 0.41010636281967167 0.3242162621352408 -0.35160852146148686 0.1598558627613007 0.084861804493255699 -0.36744327102388652 -0.11546442163124514 0.33453776431935178 leaf_weight=15002 35 19901 24 24 38 32 34 246 20 22 200 42 69995 23 20 65 23 27936 30 36 20 63 177 21 89 21 leaf_count=15002 35 19901 24 24 38 32 34 246 20 22 200 42 69995 23 20 65 23 27936 30 36 20 63 177 21 89 21 internal_value=0 0.000740921 0.0187597 0.0197175 0.269506 0.150375 -0.00164873 0.0175306 -0.0979091 0.0198812 0.0191048 -0.0695734 -0.00175941 -0.0058326 -0.00552155 0.181371 -0.158721 0.00419203 0.0105265 0.0101017 -0.00463439 -0.0057483 -0.00429108 -0.170318 -0.133357 0.301074 internal_weight=0 134104 15694 15670 136 112 118410 15534 310 15224 15202 74 118376 70276 70143 85 269 48100 28002 27972 20098 70058 20078 133 112 41 internal_count=134139 134104 15694 15670 136 112 118410 15534 310 15224 15202 74 118376 70276 70143 85 269 48100 28002 27972 20098 70058 20078 133 112 41 cat_boundaries=0 6 12 13 cat_threshold=2151989248 67502083 33821716 420675584 134228481 18882688 814745492 4224 142739840 537395232 16945152 910164496 2697 is_linear=0 shrinkage=0.01 Tree=501 num_leaves=42 num_cat=4 split_feature=25 5 1 4 9 7 9 19 9 9 4 10 5 25 0 24 0 9 0 25 13 22 23 7 4 7 1 5 5 0 13 5 4 4 7 0 0 9 4 5 0 split_gain=68643.2 108568 107492 110918 83328.3 163330 105556 58681 46454 117551 45300.5 44616 35544.2 26859.7 42921.6 29002.3 46146.2 214390 138869 49704.4 42624.7 24398.5 23547.3 22082 22011.5 28935.6 29304.4 14427.2 13417.4 13166.6 19929.4 16033.3 7167.39 10773.1 4810.57 3128.67 3775.23 1681.38 1250.34 3612.98 396.113 threshold=0 336.69250000000005 118.78000000000002 52.107000000000006 370.88500000000005 33.672945000000006 496.59492500000005 452.62500000000006 168.64500000000001 158.04750000000004 33.660945000000005 362.49400000000003 545.08500000000015 1 332.39451000000003 2 95.466000000000022 32.273100000000007 102.15500000000002 3 290.58575000000002 60.132000000000012 62.639500000000005 54.567500000000003 337.69674000000003 549.10000000000002 543.20000000000016 293.27220000000005 201.25000000000003 114.27500000000002 6.3423345000000007 161.46750000000003 400.30000000000007 482.64500000000004 18.285000000000004 638.18750000000011 393.76511200000004 797.90800000000002 5.8652750000000013 316.16700000000009 478.01250000000005 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 12 7 6 -6 8 9 11 34 -1 -3 15 24 22 20 18 -18 -20 21 23 28 -17 25 26 27 -15 29 31 -31 -2 -26 -34 -10 36 -16 -8 39 -30 -38 right_child=13 2 -4 -5 5 -7 37 -9 10 -11 -12 -13 -14 14 35 16 17 -19 19 -21 -22 -23 -24 -25 32 -27 -28 -29 38 30 -32 -33 33 -35 -36 -37 40 -39 -40 -41 -42 leaf_value=0.018814212407216056 -0.00378094671951757 -0.15582815549811538 0.97649323034286495 0.79268740368386104 1.074291807860136 -0.48965139079093933 0.2239408976031888 -0.51203347682952882 -0.099750664789101176 0.70388847084045414 -0.51675301436867027 -0.22568856604894003 0.22909400442813305 -0.0054868699116087053 -0.15284727067658396 0.0074188981215843218 0.86256605696678168 1.0599941166587497 -0.1641519181770191 0.10185806690903554 0.37970845207091303 0.35784631061553951 -0.348092435836792 0.084569942816457855 0.29825933914184571 -0.36822769327597188 0.28377756711414881 -0.13218000899648502 -0.090694651854665659 -0.050039288990637837 -0.36990075176412412 0.26632612068544737 -0.085546131134033199 0.19667824469114606 0.068177617564797399 -0.10173372615467419 -0.31663157198164199 0.34154482126235963 -0.067299139897028612 -0.24548400604724882 -0.26015751154526423 leaf_weight=15194 20199 49 20 24 24 20 31 21 116 25 28 75 47 69018 33 27804 20 23 104 173 31 20 20 376 25 22 35 90 38 170 22 22 21 38 20 22 27 20 24 25 23 leaf_count=15194 20199 49 20 24 24 20 31 21 116 25 28 75 47 69018 33 27804 20 23 104 173 31 20 20 376 25 22 35 90 38 170 22 22 21 38 20 22 27 20 24 25 23 internal_value=0 0.0205135 0.297759 0.184636 0.0180344 0.313295 0.527414 0.0162223 0.0169399 0.018735 -0.150467 0.0176132 0.0326233 -0.00172413 -0.00572976 0.0039372 0.0104534 0.129868 0.0578385 -0.000264594 0.00910351 0.00869611 -0.00512992 0.00844831 -0.00542425 -0.00562073 -0.00550536 -0.00565186 -0.00479782 -0.00426966 -0.0866901 -0.00348708 0.156355 0.0962255 -0.0750553 -0.20776 -0.235863 0.27006 -0.12872 -0.152119 -0.290654 internal_weight=0 15714 140 120 15574 95 75 15479 15458 15294 164 15269 96 118425 69354 49071 28551 320 297 277 28231 28200 20520 28180 69249 69165 69143 69108 20500 20413 192 20221 84 59 136 105 83 51 87 63 50 internal_count=134139 15714 140 120 15574 95 75 15479 15458 15294 164 15269 96 118425 69354 49071 28551 320 297 277 28231 28200 20520 28180 69249 69165 69143 69108 20500 20413 192 20221 84 59 136 105 83 51 87 63 50 cat_boundaries=0 6 12 13 19 cat_threshold=2151989248 67502083 33821716 420675584 134228481 18882688 848299924 4224 8522112 537395232 16945152 910164496 2697 570425344 0 256 0 0 33554448 is_linear=0 shrinkage=0.01 Tree=502 num_leaves=26 num_cat=3 split_feature=3 25 4 0 11 4 4 2 0 25 6 6 6 0 24 13 7 11 23 3 9 0 0 5 4 split_gain=113801 55362.1 74757.4 94874.8 58332.7 72679.6 66868.5 49304 31746.9 27194.6 36026.9 35974.2 83865.8 35064.9 27176.5 48570.4 34629.8 25519.8 23118.9 15512.5 15313.9 6211.24 17008.6 1874.1 1450.86 threshold=1048.2900000000002 0 648.37500000000011 539.75000000000011 456.57400000000007 293.48250000000002 64.756750000000025 783.48000000000013 53.343499999999999 1 233.42589000000001 161.20500000000004 174.86250000000004 332.39451000000003 2 290.58575000000002 336.95674000000002 650.90000000000009 62.639500000000005 72.992500000000021 42.531250000000007 782.62500000000011 638.18750000000011 58.370000000000005 779.31175000000019 decision_type=2 9 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 9 -7 14 11 13 -13 -11 18 16 -16 -6 19 -3 23 22 -5 -12 -4 right_child=-2 7 24 21 17 8 -8 -9 -10 10 20 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.01601644734260892 0.57101537649972101 -0.0053978376548397327 0.30605704025788738 -0.44701412296295168 0.54857576342565673 -0.1561958158761263 0.14278822129157104 0.37913432710310996 -0.5941503586173057 -0.0052898600207290361 -0.14251015139122805 0.76618093776702878 0.02827742823913916 -0.18816847038269044 0.0097681627187629627 0.41964105786948369 0.32012358849247302 0.14089933430447299 -0.3446115121841431 0.078483280424746962 -0.42378222239017488 -0.39494550505003262 -0.059121815332999594 -0.03610202836990356 0.4081004228089985 leaf_weight=14939 35 19453 22 20 28 96 428 34 20 70933 96 20 67 105 27354 29 36 34 20 223 20 43 26 20 38 leaf_count=14939 35 19453 22 20 28 96 428 34 20 70933 96 20 67 105 27354 29 36 34 20 223 20 43 26 20 38 internal_value=0 0.000724672 0.0183671 0.0170267 0.0188907 0.0176649 0.0195473 -0.00161506 -0.231705 -0.00172456 -0.00562141 -0.00531128 0.19791 -0.00556017 0.00416971 0.0106053 0.0101761 0.325011 -0.00479014 -0.00444716 -0.168225 -0.308541 -0.227771 -0.124164 0.370685 internal_weight=0 134104 15694 15634 15545 15483 15367 118410 116 118376 71261 71125 87 71038 47115 27419 27390 62 19696 19676 136 89 46 116 60 internal_count=134139 134104 15694 15634 15545 15483 15367 118410 116 118376 71261 71125 87 71038 47115 27419 27390 62 19696 19676 136 89 46 116 60 cat_boundaries=0 6 12 13 cat_threshold=2151989248 67502083 33821716 420675584 134228481 18882688 814745492 4224 8522112 537395232 16945152 910164496 2697 is_linear=0 shrinkage=0.01 Tree=503 num_leaves=26 num_cat=1 split_feature=3 25 4 0 26 11 4 4 0 3 7 3 9 9 12 9 1 1 11 26 3 1 0 3 26 split_gain=111537 54260.4 73269.7 92986.8 72222 57171.9 71233.3 65537.8 31115.1 26774 37879.8 33845.9 109357 141904 101268 30373.9 34465.9 29999.2 25011.9 17360.3 8696.09 3387.39 2857.31 1805.58 140.287 threshold=1048.2900000000002 0 648.37500000000011 539.75000000000011 2022.5000000000002 456.57400000000007 293.48250000000002 64.756750000000025 53.343499999999999 316.16700000000009 783.48000000000013 23.192000000000004 146.07500000000002 239.74250000000004 195.72300750000002 678.37500000000011 438.37500000000006 14.594500000000002 650.90000000000009 2022.5000000000002 650.90000000000009 139.89200000000002 782.62500000000011 483.18750000000006 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 7 -1 -8 10 11 15 14 -14 -13 16 -3 20 -7 -4 23 -19 -6 24 -11 right_child=-2 9 19 4 22 18 8 -9 -10 17 -12 12 13 -15 -16 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.015856282192010757 0.56530525970458978 -0.0024136922848900237 0.15864945570627847 -0.023772555642657813 -0.50526357340812678 0.54309000621948922 -0.154633860749503 0.14136033778435717 -0.58820885515213017 -0.12682488309964537 0.38779975628852847 0.018826040828792003 1.0080455722258641 -0.058281343157092734 0.68513947538869535 -0.35804580536360542 0.19121708549883057 -0.45430942213535314 0.13949033842367287 0.50586316201421955 0.12905131421305918 -0.27246502649216425 -0.6671028900146484 -0.015929364054291337 -0.10034029827577373 leaf_weight=14939 35 115263 24 45 20 28 96 428 20 30 25 2753 26 24 23 24 92 20 34 36 22 21 24 27 60 leaf_count=14939 35 115263 24 45 20 28 96 428 20 30 25 2753 26 24 23 24 92 20 34 36 22 21 24 27 60 internal_value=0 0.000717426 0.0181834 0.0168565 -0.305455 0.0187018 0.0174882 0.0193518 -0.229388 -0.00159891 -0.00141351 -0.00149582 0.0326952 0.496209 0.0243466 -0.00233327 -0.00225926 -0.123467 0.321761 0.366978 -0.0533534 -0.36117 -0.59354 -0.0876518 -0.109168 internal_weight=0 134104 15694 15634 89 15545 15483 15367 116 118410 118230 118205 2826 50 2776 115379 115355 180 62 60 139 41 44 117 90 internal_count=134139 134104 15694 15634 89 15545 15483 15367 116 118410 118230 118205 2826 50 2776 115379 115355 180 62 60 139 41 44 117 90 cat_boundaries=0 6 cat_threshold=2151989248 67502083 33821716 420675584 134228481 18882688 is_linear=0 shrinkage=0.01 Tree=504 num_leaves=27 num_cat=4 split_feature=3 25 4 0 26 11 4 4 2 0 25 6 6 6 0 24 13 7 11 26 3 3 9 25 0 5 split_gain=109317 53180.6 71811.7 91136.3 70784.8 56034.2 69815.8 64233.6 48237.8 30495.9 26630.8 35300.2 35197.9 82249.1 34371.2 26627.1 47452.7 33692.6 24514.2 17014.8 15224.3 90153.8 14976.7 13034 2800.44 1817.82 threshold=1048.2900000000002 0 648.37500000000011 539.75000000000011 2022.5000000000002 456.57400000000007 293.48250000000002 64.756750000000025 783.48000000000013 53.343499999999999 1 233.42589000000001 161.20500000000004 174.86250000000004 332.39451000000003 2 290.58575000000002 336.95674000000002 650.90000000000009 2022.5000000000002 72.992500000000021 81.070525000000018 42.531250000000007 3 782.62500000000011 58.370000000000005 decision_type=2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 left_child=1 2 3 5 -5 6 7 -1 10 -8 15 12 14 -14 -12 20 17 -17 -7 -4 23 -22 25 -3 -6 -13 right_child=-2 8 19 4 24 18 9 -9 -10 -11 11 22 13 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 leaf_value=0.015697719849185637 0.55965223257882257 -0.032677780516876878 0.15706296920776366 -0.023534837563832602 -0.500210945725441 0.53765910410455298 -0.15308752156794073 0.13994673530771354 0.37502692699432372 -0.58232676854729659 -0.0052190507311574144 -0.14099802810077866 0.75854325196146966 0.027786402915840717 -0.18627950082506453 0.0096852185736741123 0.41481380363990517 0.31581236051188577 0.1380954353949603 0.50080454018380904 0.61916057657312462 0.0028005607498391549 -0.41923051279783252 -0.0031881320401809981 -0.66043185770511625 -0.036199944972991942 leaf_weight=14939 35 1627 24 45 20 28 96 428 34 20 70933 96 20 67 105 27354 29 36 34 36 27 196 20 17846 24 20 leaf_count=14939 35 1627 24 45 20 28 96 428 34 20 70933 96 20 67 105 27354 29 36 34 36 27 196 20 17846 24 20 internal_value=0 0.000710251 0.0180016 0.0166879 -0.302401 0.0185148 0.0173133 0.0191583 -0.00158292 -0.227094 -0.00169122 -0.00554748 -0.00524049 0.195776 -0.00548667 0.00414162 0.0105118 0.0100876 0.318544 0.363308 -0.00472722 0.0774271 -0.166503 -0.00567046 -0.587604 -0.122929 internal_weight=0 134104 15694 15634 89 15545 15483 15367 118410 116 118376 71261 71125 87 71038 47115 27419 27390 62 60 19696 223 136 19473 44 116 internal_count=134139 134104 15694 15634 89 15545 15483 15367 118410 116 118376 71261 71125 87 71038 47115 27419 27390 62 60 19696 223 136 19473 44 116 cat_boundaries=0 6 12 13 19 cat_threshold=2151989248 67502083 33821716 420675584 134228481 18882688 814745492 4224 8522112 537395232 16945152 910164496 2697 0 0 384 0 4096 536870912 is_linear=0 shrinkage=0.01 Tree=505 num_leaves=10 num_cat=1 split_feature=2 4 3 25 26 9 12 11 2 split_gain=171144 101442 56800.7 61625.9 101605 52745.5 59984.1 62648.6 46048.7 threshold=1048.2900000000002 1048.2900000000002 1048.2900000000002 0 2022.5000000000002 1037.4750000000001 417.10750000000002 756.4475000000001 81.044500000000014 decision_type=2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 -1 6 7 -5 -8 right_child=-2 -3 -4 5 -6 -7 8 -9 -10 leaf_value=-0.071388185222943629 -0.68011999877723484 -0.54606687710565682 0.39738511774275043 -5.0412437942186975e-05 0.56663453423059906 0.47876322870669158 -0.12780113390803335 0.41716741575135124 -0.62393761835315009 leaf_weight=48 37 34 36 133615 52 23 125 36 22 leaf_count=48 37 34 36 133615 52 23 125 36 22 internal_value=0 8.48558e-05 0.000223476 0.000116713 0.236712 -7.77701e-05 -0.000160089 6.19686e-05 -0.202053 internal_weight=0 133991 133957 133921 100 133821 133798 133651 147 internal_count=134028 133991 133957 133921 100 133821 133798 133651 147 cat_boundaries=0 5 cat_threshold=0 2 0 0 8192 is_linear=0 shrinkage=0.01 Tree=506 num_leaves=18 num_cat=4 split_feature=2 0 6 25 3 25 9 0 3 24 0 25 1 0 0 0 0 split_gain=167738 51196.4 52116 44029.6 67198.9 64643.9 64175.7 51070.9 45142.3 36589.6 20340.1 20553.1 11487.6 2713.03 1232.11 1104.05 346.003 threshold=1048.2900000000002 539.75000000000011 64.01100000000001 0 1048.2900000000002 1 1037.4750000000001 430.17000000000002 199.86000000000004 2 22.686328000000007 3 44.610000000000007 1083.9006000000002 144.79006000000001 638.18750000000011 782.62500000000011 decision_type=2 2 2 9 2 9 2 2 2 1 2 9 2 2 2 2 2 left_child=1 3 12 8 5 -5 7 -7 9 -1 11 -11 13 15 -12 -3 -17 right_child=-2 2 -4 4 -6 6 -8 -9 -10 10 14 -13 -14 -15 -16 16 -18 leaf_value=0.063500157779660726 -0.67331880762770369 -0.064530565088445485 -0.60283837000528973 0.2139896683289971 0.45205415667909565 0.00027550964632614664 0.54056685707785868 0.26305554838599388 -0.43729183643094954 -0.1853966822697006 -0.24013967776298523 -0.046989293908796359 0.10971054684032094 -0.2189389290348176 -0.34981074923560734 -0.1569263106073652 -0.11179234579657063 leaf_weight=222 37 33 24 132 33 132371 22 74 31 121 20 766 22 31 21 35 33 leaf_count=222 37 33 24 132 33 132371 22 74 31 121 20 766 22 31 21 35 33 internal_value=0 8.40074e-05 -0.169397 0.000309454 0.000852915 0.000740689 0.000511999 0.000422331 -0.0602212 -0.0505804 -0.077718 -0.06849 -0.101848 -0.137107 -0.296313 -0.111991 -0.135023 internal_weight=0 133991 178 133813 132632 132599 132467 132445 1181 1150 928 887 154 132 41 101 68 internal_count=134028 133991 178 133813 132632 132599 132467 132445 1181 1150 928 887 154 132 41 101 68 cat_boundaries=0 6 11 12 17 cat_threshold=2147745792 0 4096 830537728 131072 18874368 0 262146 0 0 8192 513 0 0 0 16842752 131072 is_linear=0 shrinkage=0.01 Tree=507 num_leaves=13 num_cat=4 split_feature=2 4 3 25 26 25 24 25 0 12 2 12 split_gain=164400 99359.6 54603.2 59460.7 99662.2 43672.8 35851.2 40958.7 30952.2 28743.4 58834.3 56384.2 threshold=1048.2900000000002 1048.2900000000002 1048.2900000000002 0 2022.5000000000002 1 2 3 144.79006000000001 417.10750000000002 81.044500000000014 93.857500000000016 decision_type=2 2 2 9 2 9 1 9 2 2 2 2 left_child=1 2 3 4 -1 6 7 -5 -8 11 -11 -7 right_child=-2 -3 -4 5 -6 9 8 -9 -10 10 -12 -13 leaf_value=-0.072814193765322374 -0.66658560662656219 -0.54043494473759301 0.38962337917751738 0.078897316254527367 0.55907804782573989 0.0001495644527344297 -0.090119298464457195 -0.13351963620002452 -0.45494056900342311 -0.05422760889186698 -0.61751104853369976 0.091376719530726555 leaf_weight=48 37 34 36 292 52 131814 750 120 24 118 22 681 leaf_count=48 37 34 36 292 52 131814 750 120 24 118 22 681 internal_value=0 8.32008e-05 0.000220391 0.000115714 0.232518 -7.53224e-05 -0.060233 0.0153304 -0.100138 0.000467097 -0.142744 0.000618455 internal_weight=0 133991 133957 133921 100 133821 1186 412 774 132635 140 132495 internal_count=134028 133991 133957 133921 100 133821 1186 412 774 132635 140 132495 cat_boundaries=0 5 11 12 16 cat_threshold=0 2 0 0 8192 2147745792 0 4096 830537728 131072 18874368 2593 0 0 4096 276889600 is_linear=0 shrinkage=0.01 Tree=508 num_leaves=21 num_cat=6 split_feature=2 4 25 9 12 12 7 2 25 24 25 0 10 24 25 2 26 26 26 26 split_gain=161129 97382.3 46900.9 49126.9 48366 76674.3 327184 47427.4 41373.2 37405.3 40193 29703.4 23232.9 13055.7 7392.44 8252.22 5242.33 1497.45 1138.5 684.482 threshold=1048.2900000000002 1048.2900000000002 0 1037.4750000000001 417.10750000000002 93.857500000000016 204.85500000000005 81.044500000000014 1 2 3 144.79006000000001 120.129 4 5 60.492500000000007 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 9 1 9 2 2 1 9 2 2 2 2 2 left_child=1 2 9 4 5 8 -7 12 -4 10 13 14 -6 16 15 -11 -1 -12 -15 -16 right_child=-2 -3 3 -5 7 6 -8 -9 -10 11 17 -13 -14 18 19 -17 -18 -19 -20 -21 leaf_value=0.08691841712364784 -0.65991976396457575 -0.53503059148788457 0.18366729499847911 0.46290393331776492 -0.17088554731656597 0.060496241094781286 1.146003795492238 -0.61133594523776658 0.00017840234781834913 -0.055511601367687215 -0.11926356312705248 -0.45039116183916728 0.19597200053078787 0.035885233863403927 -0.12281787663906604 -0.25839897746131535 0.20782353955507279 -0.19520307929892292 -0.019806322153185455 -0.15359907202524681 leaf_weight=65 37 34 113 23 97 653 29 22 131811 442 82 24 21 76 143 21 80 38 71 146 leaf_count=65 37 34 113 23 97 653 29 22 131811 442 82 24 21 76 143 21 80 38 71 146 internal_value=0 8.23283e-05 0.000218147 0.000780118 0.000700108 0.000896237 0.106654 -0.185071 0.000349506 -0.062071 0.0151642 -0.102748 -0.105597 0.0781345 -0.0930199 -0.0633457 0.143713 -0.132287 0.0084142 -0.133741 internal_weight=0 133991 133957 132769 132746 132606 682 140 131924 1188 412 776 118 292 752 463 145 120 147 289 internal_count=134028 133991 133957 132769 132746 132606 682 140 131924 1188 412 776 118 292 752 463 145 120 147 289 cat_boundaries=0 6 11 12 16 17 23 cat_threshold=2147745792 0 4096 830537728 131072 18874368 0 262144 0 0 8256 2593 0 0 4096 276889600 513 2147745792 0 4096 8388608 0 2097152 is_linear=0 shrinkage=0.01 Tree=509 num_leaves=9 num_cat=1 split_feature=2 4 3 25 9 12 11 7 split_gain=157922 95444.4 53394.5 57749.9 49664.8 56783.5 61451.6 44666.8 threshold=1048.2900000000002 1048.2900000000002 1048.2900000000002 0 1037.4750000000001 417.10750000000002 756.4475000000001 60.492500000000007 decision_type=2 2 2 9 2 2 2 2 left_child=1 2 3 -1 5 6 -5 -7 right_child=-2 -3 -4 4 -6 7 -8 -9 leaf_value=0.22914713322032584 -0.65332055014532975 -0.52968027893234704 0.38528510040707065 -5.0806666398387821e-05 0.46457140383513079 -0.12741365793652423 0.41316220124562586 -0.63584702062606813 leaf_weight=100 37 34 36 133615 23 127 36 20 leaf_count=100 37 34 36 133615 23 127 36 20 internal_value=0 8.1642e-05 0.000216102 0.00011259 -7.56777e-05 -0.000155557 6.04957e-05 -0.196588 internal_weight=0 133991 133957 133921 133821 133798 133651 147 internal_count=134028 133991 133957 133921 133821 133798 133651 147 cat_boundaries=0 5 cat_threshold=0 2 0 0 8192 is_linear=0 shrinkage=0.01 Tree=510 num_leaves=16 num_cat=2 split_feature=1 25 26 14 2 0 25 2 3 3 14 3 0 1 14 split_gain=77101.4 50840.2 99106.1 47708.2 120269 46631.7 41571.4 129687 1.04913e+06 97005.9 66925.4 50412 4347.48 9571.55 1378.94 threshold=789.60480000000007 0 2022.5000000000002 449.47000000000008 110.457785 1083.9006000000002 1 161.35500000000005 336.88000000000005 1048.2900000000002 367.37500000000006 483.18750000000006 77.552000000000007 1066.3056000000001 751.80750000000012 decision_type=2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 14 6 7 9 -9 -3 11 -8 13 -2 -5 right_child=12 3 -4 4 -6 -7 10 8 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.061661334797955943 -0.41139435447179351 0.0087192958435797843 -0.48249215808281537 -0.060308979080944528 -0.89348727271670381 0.33710127760724329 -0.0028540915320766102 0.071119371556144742 2.3078500817038794 -0.68799719524383551 0.57550448822975153 -0.28581266308587694 -0.43967838037581675 -0.14925165875752766 0.033919760704040527 leaf_weight=69 26 25242 65 41 21 41 108265 448 22 20 20 63 21 30 25 leaf_count=69 26 25242 65 41 21 41 108265 448 22 20 20 63 21 30 25 internal_value=0 -0.000448123 -0.188246 -0.000246572 -0.234344 -9.47389e-05 -0.000197849 0.0112255 0.175817 0.0081677 -0.00291159 -0.00301865 -0.316975 -0.270961 -0.0246163 internal_weight=0 134342 134 134208 87 134121 134080 25732 470 25262 108348 108328 77 56 66 internal_count=134419 134342 134 134208 87 134121 134080 25732 470 25262 108348 108328 77 56 66 cat_boundaries=0 3 9 cat_threshold=0 2 4 1081348 2359297 24144 156438656 151022081 8864 is_linear=0 shrinkage=0.01 Tree=511 num_leaves=15 num_cat=2 split_feature=1 25 14 8 0 25 3 1 14 3 14 0 1 14 split_gain=75567.1 49828.5 46758.8 53509.5 45703.8 39112.3 147498 68230.4 65522.3 60203.3 5190.41 4260.96 9381.07 898.65 threshold=789.60480000000007 0 449.47000000000008 9.3037500000000026 1083.9006000000002 1 782.62500000000011 398.24814000000003 367.37500000000006 483.18750000000006 751.80750000000012 77.552000000000007 1066.3056000000001 549.10000000000002 decision_type=2 9 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 -1 4 10 5 6 7 -3 9 -7 13 12 -2 -4 right_child=11 2 3 -5 -6 8 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.18636308679978053 -0.40728040651633185 0.0097585942612392184 -0.21292220771312714 -0.68591932034492487 0.33373024963751069 -0.0024895473541330154 0.6265072886149089 0.2690042229610331 0.56974943578243253 -0.29174608500570887 0.017580144119262696 -0.43528160208747502 -0.14775915718078614 -0.1203045876459642 leaf_weight=134 26 21611 20 20 41 112236 39 102 20 72 25 21 30 22 leaf_count=134 26 21611 20 20 41 112236 39 102 20 72 25 21 30 22 internal_value=0 -0.000443642 -0.000244106 -0.232 -9.37917e-05 -0.000195871 0.0120745 0.0109764 -0.00257284 -0.00267499 -0.0965021 -0.313805 -0.268251 -0.164408 internal_weight=0 134342 134208 87 134121 134080 21752 21713 112328 112308 67 77 56 42 internal_count=134419 134342 134208 87 134121 134080 21752 21713 112328 112308 67 77 56 42 cat_boundaries=0 3 9 cat_threshold=0 2 4 1081348 2359809 23120 156438656 151022081 8864 is_linear=0 shrinkage=0.01 Tree=512 num_leaves=16 num_cat=2 split_feature=1 25 26 14 2 0 25 2 3 3 14 9 0 1 14 split_gain=74063.2 48905.5 97133.9 45828.3 117104 44794.3 40054.9 126933 1.02704e+06 96658.5 64289.2 50344.4 4176.17 9194.39 1306.59 threshold=789.60480000000007 0 2022.5000000000002 449.47000000000008 110.457785 1083.9006000000002 1 161.35500000000005 336.88000000000005 1048.2900000000002 367.37500000000006 249.30000000000004 77.552000000000007 1066.3056000000001 751.80750000000012 decision_type=2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 14 6 7 9 -9 -3 11 -8 13 -2 -5 right_child=12 3 -4 4 -6 -7 10 8 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.062908365691917531 -0.40320759787009314 0.0085445626797320488 -0.47580359965104324 -0.057474222968264321 -0.88009373040426342 0.33039297010840446 -0.0026971754734942581 0.070264207938286874 2.283316255049272 -0.68692313861846932 0.5640519435405732 -0.17803789084095781 -0.43092876729511076 -0.14628155994415284 0.034248959541320803 leaf_weight=69 26 25242 65 41 21 41 108164 448 22 20 20 164 21 30 25 leaf_count=69 26 25242 65 41 21 41 108164 448 22 20 20 164 21 30 25 internal_value=0 -0.000439344 -0.184629 -0.000241665 -0.22968 -9.28538e-05 -0.000193912 0.0110191 0.173854 0.00799396 -0.0028577 -0.00296263 -0.310667 -0.265569 -0.0227306 internal_weight=0 134342 134 134208 87 134121 134080 25732 470 25262 108348 108328 77 56 66 internal_count=134419 134342 134 134208 87 134121 134080 25732 470 25262 108348 108328 77 56 66 cat_boundaries=0 3 9 cat_threshold=0 2 4 1081348 2359297 24144 156438656 151022081 8864 is_linear=0 shrinkage=0.01 Tree=513 num_leaves=9 num_cat=2 split_feature=25 26 6 6 3 18 4 25 split_gain=52876.2 87700.9 33712.9 142131 98307.3 41839.3 35341.9 34430.6 threshold=0 2022.5000000000002 1043.5418000000002 783.48000000000013 1048.2900000000002 520.79087500000014 1048.2900000000002 1 decision_type=9 2 2 2 2 2 2 9 left_child=1 -1 3 4 5 6 7 -2 right_child=2 -3 -4 -5 -6 -7 -8 -9 leaf_value=0.039830540418624875 0.080964399668063278 -0.46286592348298028 -0.34735757504190717 0.69967087449698606 -0.51586628321054817 -0.32370710936933755 0.30877601533322724 -0.00064324834928227662 leaf_weight=72 509 67 28 29 37 40 37 133600 leaf_count=72 509 67 28 29 37 40 37 133600 internal_value=0 -0.188887 -0.000401892 -0.00032956 -0.000480801 -0.00033869 -0.000242267 -0.000327524 internal_weight=0 139 134280 134252 134223 134186 134146 134109 internal_count=134419 139 134280 134252 134223 134186 134146 134109 cat_boundaries=0 3 8 cat_threshold=0 2 4 1048576 262145 0 150994944 8192 is_linear=0 shrinkage=0.01 Tree=514 num_leaves=16 num_cat=2 split_feature=1 25 14 8 0 25 6 0 14 6 6 14 0 1 14 split_gain=72543.9 53438.5 44893.8 51688.2 43837.4 37406.8 98401.8 74123.3 42733.7 35784.6 5202.64 5019.79 4122.2 8999.48 852.459 threshold=789.60480000000007 0 449.47000000000008 9.3037500000000026 1083.9006000000002 1 545.08500000000015 311.36400000000009 335.81400000000008 338.4500000000001 783.48000000000013 751.80750000000012 77.552000000000007 1066.3056000000001 549.10000000000002 decision_type=2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 11 5 6 7 -3 9 -7 -8 14 13 -2 -4 right_child=12 2 3 -5 -6 8 10 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.1813835086120418 -0.39882428986521867 0.0089363700426624698 -0.20815526413917543 -0.67342322027683255 0.32687529819767647 -0.0023819266904423755 0.31491968740435211 0.20680715937576991 0.40288024865663974 -0.16293163396042887 0.49404145502275038 0.018067572402954101 -0.42694005284990583 -0.14463600699106852 -0.11794935145161368 leaf_weight=153 26 21496 20 20 41 112144 34 191 26 139 31 25 21 30 22 leaf_count=153 26 21496 20 20 41 112144 34 191 26 139 31 25 21 30 22 internal_value=0 -0.000428837 -0.000208983 -0.227296 -6.16738e-05 -0.000161661 0.011838 0.010679 -0.00248659 -0.00258068 0.400347 -0.0941239 -0.307458 -0.262652 -0.160905 internal_weight=0 134342 134189 87 134102 134061 21752 21687 112309 112283 65 67 77 56 42 internal_count=134419 134342 134189 87 134102 134061 21752 21687 112309 112283 65 67 77 56 42 cat_boundaries=0 5 11 cat_threshold=0 2 4 0 64 1081348 2359809 23120 156438656 151022081 8864 is_linear=0 shrinkage=0.01 Tree=515 num_leaves=26 num_cat=3 split_feature=9 3 2 13 3 1 11 11 0 8 2 25 24 5 0 0 25 0 8 4 5 1 11 26 26 split_gain=63404.8 391185 153703 131685 111595 90691.5 175426 192927 61210.6 62697.6 39943.8 35788.7 55283.9 138546 62134.3 61328.4 59657.7 47451.4 168062 159903 58840.6 241274 40493.4 13240.2 2845.67 threshold=66.295378500000012 483.18750000000006 397.42490000000004 270.58999999999997 782.62500000000011 44.610000000000007 101.91250000000001 6.6660000000000013 186.50375000000003 296.0025 1048.2900000000002 0 1 112.51200000000001 255.30450000000005 213.3887 2 224.14500000000001 172.67400000000001 150.01600000000005 366.02500000000003 1.1847500000000002 549.10000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 9 2 2 2 2 2 2 2 2 left_child=4 2 3 5 10 8 7 -7 9 -2 11 12 13 16 15 -14 -1 20 19 -19 22 -22 -13 -16 -6 right_child=1 -3 -4 -5 24 6 -8 -9 -10 -11 -12 17 14 -15 23 -17 -18 18 -20 -21 21 -23 -24 -25 -26 leaf_value=-0.047009234272538898 -0.008377767733244907 1.390315029268915 0.85642852658810831 0.81741069702875058 -0.47806458303561578 0.24688203628749064 -0.44388035063560194 1.3554470944404602 -0.54243989989871066 0.50811420512696115 -0.33369918227195738 -0.003153386999341712 0.008130316231594558 0.65248579224944114 -0.098773533721123977 0.36611603284875549 0.096175202526763898 0.092796429047301482 -0.72015709854662424 0.89996468837444599 0.040679812826161836 1.2164709093570709 -0.32543370528098864 -0.29750049589023198 -0.3471787738800049 leaf_weight=403 1135 22 23 21 26 73 26 20 21 24 36 114545 15874 40 62 48 1010 438 24 26 137 20 39 73 46 leaf_count=403 1135 22 23 21 26 73 26 20 21 24 36 114545 15874 40 62 48 1010 438 24 26 137 20 39 73 46 internal_value=0 0.0676451 0.0459782 0.0318567 -0.000858664 0.0191572 0.282273 0.485283 -0.00737734 0.00231749 -0.000645235 -0.000554908 0.0127612 0.0716222 0.00739358 0.00920953 0.0556857 -0.00257928 0.09582 0.138026 -0.002998 0.190462 -0.00326308 -0.206233 -0.394443 internal_weight=0 1365 1343 1320 132847 1299 119 93 1180 1159 132775 132739 17510 1453 16057 15922 1413 115229 488 464 114741 157 114584 135 72 internal_count=134212 1365 1343 1320 132847 1299 119 93 1180 1159 132775 132739 17510 1453 16057 15922 1413 115229 488 464 114741 157 114584 135 72 cat_boundaries=0 6 7 12 cat_threshold=571473920 67502083 147536 1750597632 134357058 555835568 1024 0 67239937 16384 134217728 2 is_linear=0 shrinkage=0.01 Tree=516 num_leaves=23 num_cat=1 split_feature=9 3 2 13 3 1 7 9 0 4 14 17 12 1 24 2 0 5 16 17 1 3 split_gain=62143 383400 150644 129064 109374 88886.8 196924 79488.8 59992.6 55655.7 50687.1 40114 55555.5 38590.5 291200 143510 140514 36539.8 30095.2 22012 10105.1 15.6426 threshold=66.295378500000012 483.18750000000006 397.42490000000004 270.58999999999997 782.62500000000011 44.610000000000007 1.6638000000000004 174.20000000000002 186.50375000000003 155.68575000000004 9.2223530000000018 383.35000000000008 650.90000000000009 398.24814000000003 0 1048.2900000000002 24.245000000000005 783.48000000000013 8.0855000000000015 524.22500000000014 650.90000000000009 1048.2900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=4 2 3 5 11 8 7 -7 9 -2 -8 12 13 15 16 17 -15 -1 19 -13 -16 -6 right_child=1 -3 -4 -5 21 6 10 -9 -10 -11 -12 18 -14 14 20 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.00062362783321561724 -0.010807398187797235 1.3764118696342815 0.84786422978276788 0.80923654862812588 -0.38570624683158744 0.99046000112806043 -0.3486699549775375 0.25217431907653809 -0.53701549620855427 0.36881481814384459 0.26350181667577649 -0.13410587982697922 -0.33403897900581364 0.73411895102944713 -0.11271678149167981 -0.67048245921730998 -0.04588224440813065 -0.27658042357613644 0.56349381875991822 0.27679791510105134 -0.27825572129218812 -0.39503203417803789 leaf_weight=132303 1119 22 23 21 35 35 38 25 21 40 21 22 50 83 91 32 32 48 20 32 62 37 leaf_count=132303 1119 22 23 21 35 35 38 25 21 40 21 22 50 83 91 32 32 48 20 32 62 37 internal_value=0 0.0669687 0.0455184 0.0315381 -0.000850041 0.0189656 0.27945 0.682841 -0.00730357 0.00229432 -0.130778 -0.000638746 -0.000768544 -0.000642924 0.119233 -0.000885606 0.475709 -0.00072371 0.232123 0.109393 -0.168767 -0.390499 internal_weight=0 1365 1343 1320 132847 1299 119 60 1180 1159 59 132775 132701 132651 268 132383 115 132351 74 54 153 72 internal_count=134212 1365 1343 1320 132847 1299 119 60 1180 1159 59 132775 132701 132651 268 132383 115 132351 74 54 153 72 cat_boundaries=0 1 cat_threshold=3124 is_linear=0 shrinkage=0.01 Tree=517 num_leaves=22 num_cat=2 split_feature=9 3 2 13 3 1 7 9 0 8 14 17 12 10 1 1 24 2 17 24 26 split_gain=60906.3 375771 147647 126496 107197 87117.9 193005 77906.9 58798.7 61404.4 49678.4 39315.7 54450 38436 48494.6 42824.5 280374 126942 15316.9 12748.1 2790.09 threshold=66.295378500000012 483.18750000000006 397.42490000000004 270.58999999999997 782.62500000000011 44.610000000000007 1.6638000000000004 174.20000000000002 186.50375000000003 296.0025 9.2223530000000018 383.35000000000008 650.90000000000009 218.00000000000003 31.717750000000006 398.24814000000003 0 1048.2900000000002 577.6975000000001 1 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 left_child=4 2 3 5 11 8 7 -7 9 -2 -8 12 13 15 19 17 -17 -1 -13 -15 -6 right_child=1 -3 -4 -5 20 6 10 -9 -10 -11 -12 18 -14 14 -16 16 -18 -19 -20 -21 -22 leaf_value=-0.00047351187279903029 -0.0083130146581433424 1.3626477151567287 0.83938565959101141 0.80114419062932329 -0.46939459458566635 0.98055539267403746 -0.3451832550450375 0.24965257759094239 -0.5316453436442784 0.50282478748199844 0.26086681842803955 0.36609378019968669 -0.33069858899116517 0.025275159267759001 -0.4724065665042762 0.47703092005945025 -0.15898021584851033 -0.64046208689289719 0.077932909284319202 -0.11247642403385909 -0.33979317084602689 leaf_weight=132028 1135 22 23 21 26 35 38 25 21 24 21 39 50 101 33 114 151 31 35 193 46 leaf_count=132028 1135 22 23 21 26 35 38 25 21 24 21 39 50 101 33 114 151 31 35 193 46 internal_value=0 0.066299 0.0450632 0.0312227 -0.00084154 0.018776 0.276655 0.676013 -0.00723053 0.00227137 -0.129471 -0.000632358 -0.000760858 -0.000636495 -0.108919 -0.000368906 0.126626 -0.000623745 0.229801 -0.0681196 -0.386594 internal_weight=0 1365 1343 1320 132847 1299 119 60 1180 1159 59 132775 132701 132651 327 132324 265 132059 74 294 72 internal_count=134212 1365 1343 1320 132847 1299 119 60 1180 1159 59 132775 132701 132651 327 132324 265 132059 74 294 72 cat_boundaries=0 1 2 cat_threshold=3124 3585 is_linear=0 shrinkage=0.01 Tree=518 num_leaves=17 num_cat=2 split_feature=7 3 1 24 3 0 11 25 2 2 0 22 2 0 1 1 split_gain=60328.5 94825.6 40856 244377 173058 90805.8 35107.8 34503.8 114364 94420.9 75091.8 48110.5 28597.5 30814.3 15375.9 12784.5 threshold=1042.2668000000001 1048.2900000000002 438.37500000000006 0 9.3117500000000017 24.245000000000005 650.90000000000009 1 1048.2900000000002 543.20000000000016 255.30450000000005 231.57000000000002 27.625800000000005 60.461000000000006 543.20000000000016 789.60480000000007 decision_type=2 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 6 4 5 14 7 9 11 10 -1 -9 13 15 -4 -5 right_child=-2 -3 3 12 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.014983689275018211 -0.42767137798396021 0.49941820345426863 0.27712438832158631 -0.11142319792674649 1.2236018109321594 -0.22914405975341798 -0.25536054509657402 -0.0020594030727757893 -0.6652537329380328 0.55680482879281046 -0.24847790906188685 0.40529619110041654 -0.50757339205060692 0.25065534114837645 0.60161115995049474 -0.37012668203849058 leaf_weight=14427 33 38 23 72 25 25 54 119212 26 32 109 29 21 20 40 26 leaf_count=14427 33 38 23 72 25 25 54 119212 26 32 109 29 21 20 40 26 internal_value=0 -5.17871e-05 -0.000193279 0.127016 0.449591 0.280792 -0.000432707 -0.000329848 -0.00210475 0.0141928 0.0130081 -0.00196033 -0.15632 -0.107056 0.483148 -0.180059 internal_weight=0 134179 134141 252 113 88 133889 133835 119267 14568 14536 119241 139 118 63 98 internal_count=134212 134179 134141 252 113 88 133889 133835 119267 14568 14536 119241 139 118 63 98 cat_boundaries=0 1 7 cat_threshold=3116 571473920 67502083 131152 3898212352 139330 555835568 is_linear=0 shrinkage=0.01 Tree=519 num_leaves=20 num_cat=1 split_feature=9 3 2 13 3 1 11 11 0 8 12 17 11 2 25 16 17 11 3 split_gain=59692.5 368278 144964 123999 106467 85241.1 170655 189254 57574.1 60208.4 38539.2 38448.4 38022.7 35952.8 35215.2 29456.5 21808.1 37.6482 33.0944 threshold=66.295378500000012 483.18750000000006 397.42490000000004 270.58999999999997 782.62500000000011 44.610000000000007 101.91250000000001 6.6660000000000013 186.50375000000003 296.0025 768.82675000000006 383.35000000000008 549.10000000000002 1048.2900000000002 0 8.0855000000000015 524.22500000000014 756.4475000000001 1048.2900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=4 2 3 5 10 8 7 -7 9 -2 11 12 13 14 -1 16 -13 -14 -6 right_child=1 -3 -4 -5 18 6 -8 -9 -10 -11 -12 15 17 -15 -16 -17 -18 -19 -20 leaf_value=0.012766471263891396 -0.0082269309891576554 1.3489961481094361 0.83168774563333259 0.79318386509304961 -0.37829695594310764 0.23777296196924497 -0.44254823134495658 1.3357352328300476 -0.52607359863462899 0.49790846342841782 -0.3531722034177473 -0.13645164576443761 -0.23643830353213893 -0.31652759406301711 -0.0024716109411329072 0.5551731572151184 0.2725447624921799 -0.25178533438480261 -0.39186161402109504 leaf_weight=17457 1135 22 23 21 35 73 26 20 21 24 31 22 31 36 115113 20 32 33 37 leaf_count=17457 1135 22 23 21 35 73 26 20 21 24 31 22 31 36 115113 20 32 33 37 internal_value=0 0.0656367 0.0446137 0.0308996 -0.000831373 0.0185763 0.273663 0.473894 -0.00714857 0.00225387 -0.000622905 -0.000540573 -0.000667678 -0.000550068 -0.000464263 0.227337 0.105917 -0.244352 -0.385268 internal_weight=0 1365 1343 1320 132847 1299 119 93 1180 1159 132775 132744 132670 132606 132570 74 54 64 72 internal_count=134212 1365 1343 1320 132847 1299 119 93 1180 1159 132775 132744 132670 132606 132570 74 54 64 72 cat_boundaries=0 6 cat_threshold=571473920 67502083 147536 1750597632 134357058 555835568 is_linear=0 shrinkage=0.01 Tree=520 num_leaves=17 num_cat=0 split_feature=3 26 12 0 7 5 9 3 13 9 0 4 3 9 12 12 split_gain=75955.1 150944 62921.8 155486 41765.2 94130.1 47205.9 148880 73089.9 76640.3 39772.6 38273.1 55295.3 34669.9 8141.57 16842.5 threshold=782.62500000000011 2022.5000000000002 417.10750000000002 95.466000000000022 650.90000000000009 3.2160235000000004 190.62000000000003 255.16525000000004 189.08000000000001 797.90800000000002 1083.9006000000002 543.53000000000009 81.070525000000018 66.295378500000012 768.82675000000006 546.82000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 14 6 -6 10 8 9 -8 11 13 -13 -1 15 -4 right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 -12 12 -14 -15 -16 -17 leaf_value=0.00029209673132656641 -0.32244397672514119 0.6488436099886894 -0.13906115839114555 -1.0280074434280395 0.41846429918682382 -0.37050541460514069 -0.046319810594233658 -0.90233660784634684 0.53101429200172423 -0.51631248806652275 0.30831524894351053 -0.28249874234814004 0.26286337728085729 0.064550139373598187 -0.20938210505427737 0.14468337045397078 leaf_weight=132603 24 48 52 20 62 20 399 22 20 38 42 97 23 845 33 35 leaf_count=132603 24 48 52 20 62 20 399 22 20 38 42 97 23 845 33 35 internal_value=0 0.325081 0.000196823 -0.211693 0.000417919 0.226033 0.000279948 -0.0988154 -0.0601339 -0.0871887 0.000635211 0.000538462 -0.177971 0.000698982 -0.0756406 -0.0249111 internal_weight=0 72 134311 140 134171 82 134089 479 457 437 133610 133568 120 133448 120 87 internal_count=134383 72 134311 140 134171 82 134089 479 457 437 133610 133568 120 133448 120 87 is_linear=0 shrinkage=0.01 Tree=521 num_leaves=15 num_cat=0 split_feature=3 2 12 0 5 7 6 0 9 3 9 12 12 3 split_gain=74443.6 86197.5 61669.7 152392 41434.9 48423.6 81312.5 57240.8 43305.4 147052 30225.5 7979.56 16507.4 728.915 threshold=782.62500000000011 70.594335000000015 417.10750000000002 95.466000000000022 1066.3056000000001 650.90000000000009 27.286500000000004 1083.9006000000002 190.62000000000003 255.16525000000004 66.295378500000012 768.82675000000006 546.82000000000005 1048.2900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 13 4 11 5 7 -7 8 10 -10 -1 12 -4 -2 right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12 -13 -14 -15 leaf_value=0.00019084147807376883 0.068338833892345421 0.87974494409561166 -0.13767054864993461 -1.0177273607254029 -0.3912897315510997 0.056243639482279957 0.78082634471711654 0.37393508538967224 -0.056255455458242641 -0.89331323141401475 0.060013285627435242 -0.20728828332640908 0.14323652894156319 0.14327444147180629 leaf_weight=132695 25 20 52 20 27 59 21 41 456 22 850 33 35 27 leaf_count=132695 25 20 52 20 27 59 21 41 456 22 850 33 35 27 internal_value=0 0.32183 0.000194855 -0.209576 0.00041374 0.00049258 0.246447 0.000345812 0.000231525 -0.0947811 0.000571605 -0.0748842 -0.024662 0.107248 internal_weight=0 72 134311 140 134171 134144 80 134064 134023 478 133545 120 87 52 internal_count=134383 72 134311 140 134171 134144 80 134064 134023 478 133545 120 87 52 is_linear=0 shrinkage=0.01 Tree=522 num_leaves=13 num_cat=0 split_feature=1 0 8 7 7 15 17 17 26 8 7 15 split_gain=62096.9 46906.4 46524.5 34356.9 61557.7 31005.5 28815.7 34501.5 18222.9 15468.4 4572 3163.07 threshold=789.60480000000007 1083.9006000000002 808.31735000000015 650.90000000000009 783.48000000000013 571.7600000000001 765.43425000000013 524.22500000000014 2022.5000000000002 1066.3056000000001 1042.2668000000001 759.84000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 7 -1 -2 -4 -6 -7 right_child=8 -3 9 4 10 11 -8 -9 -10 -11 -12 -13 leaf_value=0.00048266588806308966 -0.096139915527835976 0.33075303188590122 -0.49656664142790052 0.60737507306612459 0.10641214319637843 -0.16268839524342465 -0.36989542098272415 0.32386434728449037 -0.40982539402401968 -0.14054965765430377 -0.075966286526785956 -0.31722229639689131 leaf_weight=134026 31 43 23 26 28 26 21 33 46 26 27 27 leaf_count=134026 31 43 23 26 28 26 21 33 46 26 27 27 internal_value=0 0.000526275 0.000420514 0.000532991 0.206422 0.000408659 0.000504247 0.00056227 -0.283536 -0.30766 0.0168809 -0.241413 internal_weight=0 134306 134263 134214 81 134133 134080 134059 77 49 55 53 internal_count=134383 134306 134263 134214 81 134133 134080 134059 77 49 55 53 is_linear=0 shrinkage=0.01 Tree=523 num_leaves=14 num_cat=0 split_feature=3 26 12 0 5 0 4 9 3 1 12 12 26 split_gain=73034.8 147971 60367.5 149180 40577.1 44371.9 44170.6 29457.3 127973 33321.5 7806.78 16159.8 2924.4 threshold=782.62500000000011 2022.5000000000002 417.10750000000002 95.466000000000022 1066.3056000000001 1083.9006000000002 779.31175000000019 190.62000000000003 255.16525000000004 18.725000000000005 768.82675000000006 546.82000000000005 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 10 5 6 7 9 -9 -1 11 -4 -8 right_child=1 -3 3 -5 -6 -7 12 8 -10 -11 -12 -13 -14 leaf_value=-0.00020426754705932113 -0.32234994246313969 0.63932486752669015 -0.13622744257633504 -1.0069447040557862 -0.38722195570115686 0.32546713874453587 -0.17574251736913407 -0.042769441074470553 -0.84106456286850428 0.026017706056212939 -0.20505315379662947 0.14170696258544921 -0.32211258658995995 leaf_weight=128526 24 48 52 20 27 42 21 459 21 5036 33 35 39 leaf_count=128526 24 48 52 20 27 42 21 459 21 5036 33 35 39 internal_value=0 0.318767 0.000189187 -0.207355 0.000405748 0.000483768 0.000381985 0.000503409 -0.0776949 0.000784441 -0.0740903 -0.0244148 -0.270883 internal_weight=0 72 134311 140 134171 134144 134102 134042 480 133562 120 87 60 internal_count=134383 72 134311 140 134171 134144 134102 134042 480 133562 120 87 60 is_linear=0 shrinkage=0.01 Tree=524 num_leaves=16 num_cat=0 split_feature=3 26 12 4 5 7 6 9 3 3 9 6 10 12 12 split_gain=71581.4 145026 59166.2 76275.5 39769.6 46680.6 79474.9 41784.2 141264 67346.6 32833.9 139165 34336.8 9691.75 27747.5 threshold=782.62500000000011 2022.5000000000002 417.10750000000002 9.0774200000000018 1066.3056000000001 650.90000000000009 27.286500000000004 190.62000000000003 255.16525000000004 172.09050000000002 66.295378500000012 225.07500000000002 362.49400000000003 768.82675000000006 546.82000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 13 5 7 -7 10 9 -9 12 -12 -1 14 -4 right_child=1 -3 3 -5 -6 6 -8 8 -10 -11 11 -13 -14 -15 -16 leaf_value=0.00043919488092869599 -0.31912645099374159 0.63293168107668563 -0.19872831683892472 -0.77702892684936531 -0.38334973477654982 0.053924594218448058 0.77027284837904431 -0.083878645578537289 -0.87565333336591722 0.46036445339520776 0.042232270640865752 0.86651251809937624 -0.15406296814384404 -0.25291946330491238 0.16865523927352008 leaf_weight=132590 24 48 52 20 27 59 21 432 22 24 831 21 144 34 34 leaf_count=132590 24 48 52 20 27 59 21 432 22 24 831 21 144 34 34 internal_value=0 0.315579 0.000187295 -0.205282 0.00040169 0.00047893 0.241966 0.000334828 -0.0929941 -0.0552343 0.000668779 0.062549 0.000271579 -0.10999 -0.0534837 internal_weight=0 72 134311 140 134171 134144 80 134064 478 456 133586 852 132734 120 86 internal_count=134383 72 134311 140 134171 134144 80 134064 478 456 133586 852 132734 120 86 is_linear=0 shrinkage=0.01 Tree=525 num_leaves=28 num_cat=3 split_feature=8 0 25 2 6 0 2 0 3 3 25 3 7 2 15 1 24 0 2 0 6 26 0 0 0 8 8 split_gain=65688 158167 46059.5 128109 113929 111049 356615 80943 74133.8 90820 151418 173943 90691.3 74503.5 61526.4 55635.2 53580.6 39748.3 31438 30491.3 19256.7 14511.8 39673.1 27631.1 498.964 472.44 62.5852 threshold=574.83500000000015 7.8458250000000005 0 783.48000000000013 650.90000000000009 311.36400000000009 23.742500000000003 243.58000000000001 255.16525000000004 150.51452500000002 1 223.76500000000001 151.40380000000002 783.48000000000013 31.798000000000005 69.674500000000023 2 782.62500000000011 212.70000000000005 155.86500000000004 56.222500000000004 2022.5000000000002 393.76511200000004 430.17000000000002 271.85500000000002 1066.3056000000001 808.31735000000015 decision_type=2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=2 25 3 5 8 7 21 14 9 13 11 -11 18 17 16 -16 -1 -4 19 -10 -12 23 -23 -7 -9 26 -2 right_child=1 -3 4 -5 -6 6 -8 24 12 10 20 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 leaf_value=0.071680394581259618 -0.05263565149903298 -1.0502805581092836 -0.0012088893852669432 -0.70663137475649518 0.43475972239673144 -0.3465464210510254 1.3116418652875084 -0.33697428741455077 -0.11189695636734484 0.27762987747620999 -0.018035965171353571 1.2369034465154012 -0.80615296459197994 0.44748288206152015 -0.092752577151570995 -0.64643251645565036 0.012324733302085925 -0.29846547378434074 -0.49298281836509705 0.29364114332199098 0.23359753676823208 0.52953432491847441 -0.0095809745788574228 0.095856801072756445 -0.39843868285417555 -0.099351476349613888 -0.031316927047002882 leaf_weight=2011 40 20 124797 24 60 20 28 25 254 89 232 24 20 37 196 20 6203 45 20 20 35 21 39 48 28 22 21 leaf_count=2011 40 20 124797 24 60 20 28 25 254 89 232 24 20 37 196 20 6203 45 20 20 35 21 39 48 28 22 21 internal_value=0 -0.251985 0.000648826 0.0229372 -0.00088982 0.0249906 0.289376 0.0201286 -0.00109805 -0.00071335 0.153648 0.442234 -0.15456 -0.00118306 0.0225779 -0.144019 0.0269588 -0.00131604 -0.110234 -0.0822956 0.01441 0.0657559 0.179109 -0.0342618 -0.369446 -0.0596243 -0.0452964 internal_weight=0 103 134296 8663 125633 8639 156 8483 125573 125259 380 113 314 124879 8430 216 8214 124842 294 274 267 128 60 68 53 83 61 internal_count=134399 103 134296 8663 125633 8639 156 8483 125573 125259 380 113 314 124879 8430 216 8214 124842 294 274 267 128 60 68 53 83 61 cat_boundaries=0 6 9 10 cat_threshold=1081344 131075 1107304468 969277440 167911426 6365729 33554432 4096 17408 2144 is_linear=0 shrinkage=0.01 Tree=526 num_leaves=21 num_cat=2 split_feature=8 0 5 3 1 3 17 1 1 25 3 2 25 1 2 26 1 3 8 8 split_gain=64380.9 155020 51016.5 832036 277800 159733 118647 55570.6 254904 54366.3 45229 70056.2 44605.1 57204.9 46475.1 27146.6 14536.2 19314 463.039 61.3398 threshold=574.83500000000015 7.8458250000000005 120.63500000000002 442.27000000000004 438.37500000000006 1048.2900000000002 221.02980000000002 172.67400000000001 224.64000000000001 0 442.27000000000004 121.92880000000001 1 1066.3056000000001 1048.2900000000002 2022.5000000000002 31.717750000000006 782.62500000000011 1066.3056000000001 808.31735000000015 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 left_child=2 18 5 4 6 10 7 9 -9 -4 12 16 15 14 -14 -1 17 -12 19 -2 right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 11 -13 13 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.031407090397768241 -0.052109291940927512 -1.0397777476608754 0.079570839556262776 1.9106230927507082 1.0902144237359364 -0.71764263399185679 0.74524909023727692 1.0693051910400391 -0.41950610534004545 -0.082441252261446218 -0.10281589521156562 -0.67897902032603386 -1.4520951429251537e-05 0.42292566001415255 0.42281558458621687 0.21296792836128911 -0.32368386653207593 0.22152657125307165 -0.098357960933988742 -0.031003755387805757 leaf_weight=172 40 20 296 24 24 31 21 23 23 638 91 23 132670 32 26 158 21 23 22 21 leaf_count=172 40 20 296 24 24 31 21 23 23 638 91 23 132670 32 26 158 21 23 22 21 internal_value=0 -0.249465 0.0006424 0.0701072 0.0270122 9.5532e-05 0.00152083 -0.0144162 0.3249 -0.0311277 0.000262553 -0.168829 0.000463341 0.000170263 6.83269e-05 0.114856 -0.0819148 -0.0373784 -0.059028 -0.0448435 internal_weight=0 103 134296 1049 1025 133247 1001 980 46 934 133216 158 133058 132728 132696 330 135 114 83 61 internal_count=134399 103 134296 1049 1025 133247 1001 980 46 934 133216 158 133058 132728 132696 330 135 114 83 61 cat_boundaries=0 5 10 cat_threshold=536872448 1052704 17664 0 16777216 0 2 4 16777216 139264 is_linear=0 shrinkage=0.01 Tree=527 num_leaves=26 num_cat=4 split_feature=8 0 5 17 9 2 24 0 8 0 5 25 2 18 2 24 25 7 0 0 10 0 0 8 8 split_gain=63099.7 151935 50000.9 375530 233249 282228 96891.5 94877.6 80953.2 75022.7 48025.7 37684 85484.2 83345.2 73203.6 54523.5 83507.7 50456.2 39771.2 36189.2 29549.2 16484.7 5485.57 453.824 60.1191 threshold=574.83500000000015 7.8458250000000005 120.63500000000002 109.37875000000001 180.65300000000005 78.708750000000009 0 224.14500000000001 94.790000000000006 243.58000000000001 336.69250000000005 1 783.48000000000013 324.92500000000007 783.48000000000013 2 3 276.13500000000005 782.62500000000011 539.75000000000011 543.20000000000016 638.18750000000011 1083.9006000000002 1066.3056000000001 808.31735000000015 decision_type=2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 1 9 2 2 2 2 2 2 2 2 left_child=2 23 11 4 6 -6 7 8 -4 10 -8 13 18 14 15 17 -17 -1 19 20 -13 -21 -20 24 -2 right_child=1 -3 3 -5 5 -7 9 -9 -10 -11 -12 12 -14 -15 -16 16 -18 -19 22 21 -22 -23 -24 -25 -26 leaf_value=-0.0058203805421612785 -0.051588204056024552 -1.0293799795210361 0.032526901946909867 1.0730688221587077 0.042476871747236987 1.6225503520965578 -0.018337523936235233 0.74971620366686864 0.55955851189071137 -0.69573093141828268 -0.2658504679644445 -0.0014086291268116599 0.47286062692341058 0.66434892189502726 -0.5453499870714934 0.18198274337874792 0.029060866170085839 -0.40455060303211215 -0.18629222227179487 0.4450643491744995 -0.2495712976064533 0.063191972136497493 -0.40469699776690937 -0.097374382669275464 -0.030693718194961549 leaf_weight=3851 40 20 487 36 26 20 301 21 31 21 106 123751 38 20 23 376 5016 32 23 26 48 20 23 22 21 leaf_count=3851 40 20 487 36 26 20 301 21 31 21 106 123751 38 20 23 376 5016 32 23 26 48 20 23 22 21 internal_value=0 -0.24697 0.000635974 0.0694059 0.0337377 0.729465 0.000642049 0.0891274 0.0640674 -0.110297 -0.0828004 9.45767e-05 -0.00136428 0.0194778 0.0181117 0.0195089 0.0400417 -0.00908294 -0.00150984 -0.00140065 -0.00150485 0.279033 -0.295495 -0.0584377 -0.044395 internal_weight=0 103 134296 1049 1013 46 967 539 518 428 407 133247 123929 9318 9298 9275 5392 3883 123891 123845 123799 46 46 83 61 internal_count=134399 103 134296 1049 1013 46 967 539 518 428 407 133247 123929 9318 9298 9275 5392 3883 123891 123845 123799 46 46 83 61 cat_boundaries=0 1 7 8 14 cat_threshold=1865 1097728 131075 1107304532 700841984 167911426 6365729 665 0 2 4 25165824 8192 8192 is_linear=0 shrinkage=0.01 Tree=528 num_leaves=20 num_cat=3 split_feature=8 0 5 3 1 3 17 24 1 0 22 3 2 25 24 1 3 8 8 split_gain=61844.1 148911 49005.6 813094 270873 156564 113097 88197.6 313715 146443 52604.4 42355.7 69617.3 43115.1 349965 56079 14890.7 444.793 58.9228 threshold=574.83500000000015 7.8458250000000005 120.63500000000002 442.27000000000004 438.37500000000006 1048.2900000000002 221.02980000000002 0 108.26750000000003 271.85500000000002 231.57000000000002 442.27000000000004 121.92880000000001 1 2 1066.3056000000001 782.62500000000011 1066.3056000000001 808.31735000000015 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 9 1 2 2 2 2 left_child=2 17 5 4 6 10 7 8 -4 -9 11 13 16 14 -1 -15 -13 18 -2 right_child=1 -3 3 -5 -6 -7 -8 9 -10 -11 -12 12 -14 15 -16 -17 -18 -19 -20 leaf_value=0.54344618820753254 -0.0510723163485527 -1.0190861699432134 0.042469588245769012 1.8881571584939958 1.0759721899032593 -0.71048970868510586 0.72706587950388601 -0.045390871336226761 1.3162243411654517 -0.80991503064449022 0.39355221692253567 -0.12599335757846183 -0.67226807967476221 -3.6678126606056988e-05 -0.12255401400097629 0.41863869607448578 0.14892749473452568 -0.096400637735020042 -0.030386778513590493 leaf_weight=112 40 20 244 24 24 31 21 689 21 26 34 110 23 132663 218 32 24 22 21 leaf_count=112 40 20 244 24 24 31 21 689 21 26 34 110 23 132663 218 32 24 22 21 internal_value=0 -0.244501 0.000629772 0.0687118 0.0261102 9.37893e-05 0.000938634 -0.0146212 0.138194 -0.0721822 0.000259146 0.000158742 -0.163995 0.000352481 0.112818 6.42825e-05 -0.0767538 -0.0578534 -0.0439511 internal_weight=0 103 134296 1049 1025 133247 1001 980 265 715 133216 133182 157 133025 330 132695 134 83 61 internal_count=134399 103 134296 1049 1025 133247 1001 980 265 715 133216 133182 157 133025 330 132695 134 83 61 cat_boundaries=0 1 6 7 cat_threshold=321 0 2 4 16777216 139264 1348 is_linear=0 shrinkage=0.01 Tree=529 num_leaves=22 num_cat=2 split_feature=8 0 5 3 1 3 17 24 1 0 3 2 25 2 18 2 6 1 3 8 8 split_gain=60613.6 145948 48030 796914 265482 153449 110847 86442.5 307472 143529 43506.7 67285.9 42748.3 93165.3 81178.1 72185 49231.5 14206.1 18582 435.942 57.7502 threshold=574.83500000000015 7.8458250000000005 120.63500000000002 442.27000000000004 438.37500000000006 1048.2900000000002 221.02980000000002 0 108.26750000000003 271.85500000000002 442.27000000000004 121.92880000000001 1 783.48000000000013 324.92500000000007 783.48000000000013 783.48000000000013 31.717750000000006 782.62500000000011 1066.3056000000001 808.31735000000015 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=2 19 5 4 6 10 7 8 -4 -9 12 17 14 16 15 -1 -14 18 -12 20 -2 right_child=1 -3 3 -5 -6 -7 -8 9 -10 -11 11 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.021100349561581484 -0.050561598002910609 -1.008895319223404 0.042044889997751994 1.8692755822340648 1.0652124722798666 -0.70338483748897429 0.71979523374920806 -0.044936962134579227 1.3030621244793847 -0.80181588640579804 -0.10056317198735018 -0.66554540343906565 -0.0013569032654957649 0.5006145487604915 0.65749531185626975 -0.53981280990268876 0.39092900566756728 -0.31941402420468096 0.21757385943246924 -0.095436631576581429 -0.030082916787692478 leaf_weight=9307 40 20 244 24 24 31 21 689 21 26 91 23 123639 37 20 23 32 21 23 22 21 leaf_count=9307 40 20 244 24 24 31 21 689 21 26 91 23 123639 37 20 23 32 21 23 22 21 internal_value=0 -0.242056 0.000623787 0.0680247 0.0258491 9.31672e-05 0.000929248 -0.014475 0.136812 -0.0714604 0.00025687 -0.165584 0.000453798 -0.0011052 0.0210593 0.0197176 -0.0012554 -0.0804055 -0.0363776 -0.0572748 -0.0435116 internal_weight=0 103 134296 1049 1025 133247 1001 980 265 715 133216 158 133058 123708 9350 9330 123671 135 114 83 61 internal_count=134399 103 134296 1049 1025 133247 1001 980 265 715 133216 158 133058 123708 9350 9330 123671 135 114 83 61 cat_boundaries=0 1 7 cat_threshold=321 1097728 131075 1107304532 700842112 167911426 6365217 is_linear=0 shrinkage=0.01 Tree=530 num_leaves=10 num_cat=0 split_feature=6 5 19 9 9 18 5 7 26 split_gain=65066.9 49177.6 47404.9 59204.5 44756.1 42735.6 37810 36076.4 11724.3 threshold=650.90000000000009 103.80000000000001 698.35475000000008 1037.4750000000001 797.90800000000002 578.38750000000016 1066.3056000000001 783.48000000000013 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=2 8 3 4 5 6 7 -1 -2 right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 leaf_value=-0.00040584488465814322 0.054443017868768602 -0.70467081451416025 -0.45469628199287082 0.48592815628051761 -0.43255573411782589 -0.33598565452977236 -0.35555658928553263 -0.27179532373438076 -0.22551563348907691 leaf_weight=134074 21 20 23 25 24 38 30 49 52 leaf_count=134074 21 20 23 25 24 38 30 49 52 internal_value=0 -0.265343 -0.000743738 -0.00066596 -0.000756597 -0.00067937 -0.000584392 -0.000504993 -0.14498 internal_weight=0 93 134263 134240 134215 134191 134153 134123 73 internal_count=134356 93 134263 134240 134215 134191 134153 134123 73 is_linear=0 shrinkage=0.01 Tree=531 num_leaves=11 num_cat=0 split_feature=4 6 5 19 18 9 5 5 6 6 split_gain=77549.2 58362.7 50458.3 46485.6 41917.9 40888.1 37069.4 34173.4 3133.6 377.039 threshold=1048.2900000000002 650.90000000000009 103.80000000000001 698.35475000000008 578.38750000000016 1037.4750000000001 1066.3056000000001 41.939000000000007 1043.5418000000002 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 4 5 6 7 -1 9 -3 right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 -11 leaf_value=-0.0011323214913823664 -0.45866736421713961 -0.14105173203078183 -0.69762411117553713 -0.45014932020850801 -0.33262580143777948 0.4122695783774058 -0.3520010383526484 0.036576109949535134 -0.026466648578643798 -0.19637247358049667 leaf_weight=131665 37 22 20 23 38 24 30 2448 21 28 leaf_count=131665 37 22 20 23 38 24 30 2448 21 28 internal_value=0 -0.000791529 -0.253954 -0.000619897 -0.000542857 -0.000448802 -0.000522642 -0.00044402 -0.128977 -0.172031 internal_weight=0 134319 91 134228 134205 134167 134143 134113 71 50 internal_count=134356 134319 91 134228 134205 134167 134143 134113 71 50 is_linear=0 shrinkage=0.01 Tree=532 num_leaves=11 num_cat=0 split_feature=4 6 5 19 18 9 5 5 6 6 split_gain=76006 57201.3 49454.2 45560.5 41083.8 40074.4 36331.7 33493.3 3071.24 369.536 threshold=1048.2900000000002 650.90000000000009 103.80000000000001 698.35475000000008 578.38750000000016 1037.4750000000001 1066.3056000000001 41.939000000000007 1043.5418000000002 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 4 5 6 7 -1 9 -3 right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 -11 leaf_value=-0.0011209983416936508 -0.45408067896559429 -0.13964121391827411 -0.69064787483215329 -0.44564782557280169 -0.32929954434695996 0.40814691106478374 -0.34848102222631377 0.036210350284713935 -0.026201981930505661 -0.19440874133791244 leaf_weight=131665 37 22 20 23 38 24 30 2448 21 28 leaf_count=131665 37 22 20 23 38 24 30 2448 21 28 internal_value=0 -0.000783614 -0.251415 -0.000613698 -0.000537429 -0.000444314 -0.000517416 -0.000439579 -0.127687 -0.170311 internal_weight=0 134319 91 134228 134205 134167 134143 134113 71 50 internal_count=134356 134319 91 134228 134205 134167 134143 134113 71 50 is_linear=0 shrinkage=0.01 Tree=533 num_leaves=11 num_cat=1 split_feature=4 6 19 9 23 4 2 25 6 6 split_gain=74493.5 56063 44653.9 39294.8 28630.9 28410.4 135992 111867 601.056 14.2033 threshold=1048.2900000000002 650.90000000000009 698.35475000000008 1037.4750000000001 248.55000000000004 48.621081000000011 1048.2900000000002 0 1043.5418000000002 783.48000000000013 decision_type=2 2 2 2 2 2 2 9 2 2 left_child=1 2 3 4 5 6 -1 -7 9 -3 right_child=-2 8 -4 -5 -6 7 -8 -9 -10 -11 leaf_value=-0.0011222093753354505 -0.4495398806236886 -0.2361159747838974 -0.44119134607522387 0.40406541188557948 0.37772492313385009 0.090628646063199633 -0.68598671255440546 -0.049994839004124637 -0.28554790854454043 -0.2264326745813543 leaf_weight=131800 37 28 23 24 20 1389 29 943 30 33 leaf_count=131800 37 28 23 24 20 1389 29 943 30 33 internal_value=0 -0.000775778 -0.000607561 -0.000532054 -0.000604422 -0.000660821 -0.00127287 0.0339384 -0.248901 -0.230877 internal_weight=0 134319 134228 134205 134181 134161 131829 2332 91 61 internal_count=134356 134319 134228 134205 134181 134161 131829 2332 91 61 cat_boundaries=0 5 cat_threshold=847283712 1180192 675304512 2151677952 16794624 is_linear=0 shrinkage=0.01 Tree=534 num_leaves=11 num_cat=0 split_feature=4 6 5 19 18 9 5 5 6 6 split_gain=73011.1 54947.4 48454.4 43765.3 40294.6 38495.1 35591.7 32693.6 3033.31 363.477 threshold=1048.2900000000002 650.90000000000009 103.80000000000001 698.35475000000008 578.38750000000016 1037.4750000000001 1066.3056000000001 41.939000000000007 1043.5418000000002 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 4 5 6 7 -1 9 -3 right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 -11 leaf_value=-0.001102328953952104 -0.44504448755367387 -0.13588364002718167 -0.68118199992179873 -0.43677944141885511 -0.32611604483504048 0.40002478400866187 -0.34490762699147065 0.035780620097484762 -0.023084488028571722 -0.19020033052989416 leaf_weight=131665 37 22 20 23 38 24 30 2448 21 28 leaf_count=131665 37 22 20 23 38 24 30 2448 21 28 internal_value=0 -0.00076799 -0.246412 -0.000601455 -0.000526703 -0.000434487 -0.000506135 -0.000429095 -0.123941 -0.166301 internal_weight=0 134319 91 134228 134205 134167 134143 134113 71 50 internal_count=134356 134319 91 134228 134205 134167 134143 134113 71 50 is_linear=0 shrinkage=0.01 Tree=535 num_leaves=16 num_cat=1 split_feature=3 4 3 4 25 3 9 7 3 1 11 4 18 26 26 split_gain=93135.6 63438.4 211638 108426 71326.7 57929.3 105103 60045.8 47183.4 46767.4 39196.3 146395 60114.4 8505.04 5053.06 threshold=1048.2900000000002 648.37500000000011 81.070525000000018 1048.2900000000002 0 400.30000000000007 53.721950000000007 5.6142500000000011 364.99000000000007 24.275832000000005 456.57400000000007 16.151000000000003 578.38750000000016 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 14 13 8 7 9 10 -7 12 -12 -6 -1 -3 right_child=-2 2 -4 -5 5 6 -8 -9 -10 -11 11 -13 -14 -15 -16 leaf_value=0.14496586656570434 -0.50905224270290805 -0.31951977366650547 1.1429367256164551 0.53688046936477929 -0.00069595328690906868 -0.076038665000910624 -0.80282378860141923 0.41700509094056626 0.35651769934473815 -0.51569683268152433 0.023125400711791685 0.9611273229718208 -0.44838592497507734 0.29124362873125681 -0.13376221179962158 leaf_weight=80 36 27 21 28 133752 146 23 21 37 29 99 20 30 79 32 leaf_count=80 36 27 21 28 133752 146 23 21 37 29 99 20 30 79 32 internal_value=0 -0.000348642 0.241916 0.0244279 -0.000543441 -0.000801973 -0.163309 -0.088264 -0.00053632 -0.148896 -0.000634982 0.180773 -0.000796346 0.204766 -0.21877 internal_weight=0 134424 108 87 134316 134157 219 196 133938 175 133901 119 133782 159 59 internal_count=134460 134424 108 87 134316 134157 219 196 133938 175 133901 119 133782 159 59 cat_boundaries=0 5 cat_threshold=0 0 4 0 8192 is_linear=0 shrinkage=0.01 Tree=536 num_leaves=17 num_cat=0 split_feature=3 4 3 4 3 2 1 5 2 11 4 18 11 5 26 2 split_gain=91282.2 62175.9 207426 106268 63389 128961 65919.3 128170 47444.5 31058.9 150193 75096.1 48220.9 43992.5 4952.51 853.514 threshold=1048.2900000000002 648.37500000000011 81.070525000000018 1048.2900000000002 400.30000000000007 192.58100000000002 24.275832000000005 43.041000000000004 1048.2900000000002 456.57400000000007 16.151000000000003 578.38750000000016 549.10000000000002 1066.3056000000001 2022.5000000000002 12.359700000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 14 8 6 7 15 9 11 12 13 -11 -1 -3 -6 right_child=-2 2 -4 -5 5 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 leaf_value=-0.00030198700517969286 -0.50396172841389975 -0.31632456910279061 1.1315073331197103 0.53151166458215027 -0.12017945387935053 -0.93534930706024166 -0.46284850354378038 0.74463627004623423 0.36272218240631954 0.29661180575688678 0.95151602070033547 -0.48487558275461196 -0.1596041889007275 -0.39672226785016912 -0.13242459267377854 -0.051158057224182853 leaf_weight=133877 36 27 21 28 122 20 39 20 36 36 20 32 65 28 32 21 leaf_count=133877 36 27 21 28 122 20 39 20 36 36 20 32 65 28 32 21 internal_value=0 -0.000345156 0.239497 0.0241836 -0.000538006 -0.169376 -0.0935375 -0.00517477 -0.000258485 -0.00035596 0.159786 -0.000500634 0.00300745 -0.00038488 -0.216582 -0.110043 internal_weight=0 134424 108 87 134316 222 202 163 134094 134058 121 133937 101 133905 59 143 internal_count=134460 134424 108 87 134316 222 202 163 134094 134058 121 133937 101 133905 59 143 is_linear=0 shrinkage=0.01 Tree=537 num_leaves=17 num_cat=0 split_feature=7 6 2 22 14 2 4 6 18 1 7 4 14 7 6 14 split_gain=44033.3 74904.5 62923.5 39500.5 34236 100379 54220.1 34718.3 78011.4 27053.8 21172.5 18795.8 12036.3 5924.39 1238.86 35.6833 threshold=650.90000000000009 79.512800000000013 1048.2900000000002 426.40000000000003 449.47000000000008 21.745000000000005 648.37500000000011 783.48000000000013 578.38750000000016 10.738375000000003 783.48000000000013 1048.2900000000002 751.80750000000012 1042.2668000000001 1043.5418000000002 549.10000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 10 3 4 6 12 7 8 -1 11 -2 -8 15 -12 -9 -6 right_child=1 -3 -4 -5 5 -7 9 14 -10 -11 13 -13 -14 -15 -16 -17 leaf_value=-0.00053908887458131651 -0.3210209282961759 -0.76205606150627136 0.40128738672305375 0.44393384552001958 -0.10929076746658042 -0.79986542474655875 0.037675244811008562 0.28595523487437857 -0.51053528324762976 0.55986314994096764 0.169646199060523 0.35434039767446185 0.17006257824275803 -0.057326089362411396 0.19153050551811857 -0.093444472630818676 leaf_weight=134023 22 20 39 20 27 21 53 33 30 20 23 29 23 23 24 30 leaf_count=134023 22 20 39 20 27 21 53 33 30 20 23 29 23 23 24 30 internal_value=0 -0.224093 -0.000328746 -0.000445344 -0.000511515 -0.184554 -0.000373016 -0.000548304 -0.000653222 0.230097 -0.0658691 0.149667 -0.0230343 0.0561601 0.246197 -0.100951 internal_weight=0 88 134372 134333 134313 101 134212 134110 134053 102 68 82 80 46 57 57 internal_count=134460 88 134372 134333 134313 101 134212 134110 134053 102 68 82 80 46 57 57 is_linear=0 shrinkage=0.01 Tree=538 num_leaves=16 num_cat=0 split_feature=3 4 3 4 3 2 1 5 3 22 11 4 18 26 2 split_gain=89270.4 59799.6 202793 103400 61991.2 126127 64441.3 125708 46119.1 41636.7 31986.3 145760 71944.2 4853.54 837.807 threshold=1048.2900000000002 648.37500000000011 81.070525000000018 1048.2900000000002 400.30000000000007 192.58100000000002 24.275832000000005 43.041000000000004 364.99000000000007 287.50000000000006 456.57400000000007 16.151000000000003 578.38750000000016 2022.5000000000002 12.359700000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 13 8 6 7 14 9 10 12 -12 -1 -3 -6 right_child=-2 2 -4 -5 5 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 leaf_value=-0.00045925266213365785 -0.49837299929724799 -0.31425295625295901 1.1168688469841366 0.52241616167128091 -0.11902444474002133 -0.925001748085022 -0.45763896291072559 0.73745030534267431 0.35275423078923612 0.39230882295855773 0.0069015033900737769 0.94208135342597954 -0.47467385478317736 -0.13219961270689964 -0.050641087066559565 leaf_weight=133878 36 27 21 28 122 20 39 20 37 27 100 20 32 32 21 leaf_count=133878 36 27 21 28 122 20 39 20 37 27 100 20 32 32 21 internal_value=0 -0.000337098 0.234877 0.021982 -0.000526227 -0.167493 -0.0924919 -0.00512539 -0.000249805 -0.000347235 -0.000426335 0.162765 -0.000572574 -0.215512 -0.108982 internal_weight=0 134424 108 87 134316 222 202 163 134094 134057 134030 120 133910 59 143 internal_count=134460 134424 108 87 134316 222 202 163 134094 134057 134030 120 133910 59 143 is_linear=0 shrinkage=0.01 Tree=539 num_leaves=10 num_cat=2 split_feature=3 25 0 2 22 10 25 3 26 split_gain=87493.9 57698.4 56614 60764.2 38178.4 33101.8 31068.1 21225.6 10276.1 threshold=1048.2900000000002 0 1083.9006000000002 1048.2900000000002 426.40000000000003 396.4661000000001 1 127.48600000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 9 2 2 left_child=1 8 3 4 5 6 -3 -7 -1 right_child=-2 2 -4 -5 -6 7 -8 -9 -10 leaf_value=0.11539759417614304 -0.49338924407958984 -0.081073054008045875 0.3853613622565018 0.40451596466270651 0.43608933734893796 -0.10044109257280878 -0.00039275724083571686 -0.44810163021087646 0.2742245854139328 leaf_weight=83 36 469 38 37 20 144 133533 20 80 leaf_count=83 36 469 38 37 20 144 133533 20 80 internal_value=0 -0.000333727 -0.000568827 -0.00067813 -0.000789857 -0.000854982 -0.000681214 -0.142839 0.182173 internal_weight=0 134424 134261 134223 134186 134166 134002 164 163 internal_count=134460 134424 134261 134223 134186 134166 134002 164 163 cat_boundaries=0 5 10 cat_threshold=0 0 4 0 8192 0 1 0 671186944 131584 is_linear=0 shrinkage=0.01 Tree=540 num_leaves=15 num_cat=1 split_feature=9 9 9 2 0 2 12 25 18 1 9 7 9 26 split_gain=65298.3 98142.4 88796.6 72887.4 60420.5 59276.7 44684.5 34286.3 48775.4 35247.3 29537.5 13826.9 15685 11727.7 threshold=496.59492500000005 370.88500000000005 414.36000000000007 783.48000000000013 1083.9006000000002 34.591000000000001 768.82675000000006 0 678.28640000000007 0.8135 454.75000000000006 5.6142500000000011 797.90800000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 3 -3 4 6 11 7 9 -9 -1 -4 12 -2 -5 right_child=5 2 10 13 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 leaf_value=0.025805855004086997 -0.081610343622810708 0.77983009163538608 -0.1713398201050966 0.15687766946595291 0.38836357784271242 -0.72854993939399726 -0.35761015009880071 -0.0015648122465464012 0.48041279032116846 -0.069127391887027864 0.31230736621788568 0.10240368723869324 -0.36404730230569843 0.41475749206542972 leaf_weight=7071 51 30 23 29 40 20 35 126544 21 414 28 20 32 45 leaf_count=7071 51 30 23 29 40 20 35 126544 21 414 28 20 32 45 internal_value=0 0.000151593 0.348132 -5.84412e-05 -0.000231547 -0.230362 -0.000347472 -0.000254192 -0.00148472 0.0205276 0.094192 -0.133627 -0.190502 0.313696 internal_weight=0 134280 81 134199 134125 123 134085 134050 126565 7485 51 103 83 74 internal_count=134403 134280 81 134199 134125 123 134085 134050 126565 7485 51 103 83 74 cat_boundaries=0 6 cat_threshold=262144 394515 262145 969244672 33714754 16850992 is_linear=0 shrinkage=0.01 Tree=541 num_leaves=17 num_cat=2 split_feature=9 9 9 2 3 2 12 25 24 18 9 7 9 1 2 3 split_gain=63998.9 96189.4 87029.5 71436.9 58711.5 58097.1 43860.6 34133.8 64882.4 60857.1 28949.7 13551.8 15372.9 10246 16412.8 19.6679 threshold=496.59492500000005 370.88500000000005 414.36000000000007 783.48000000000013 782.62500000000011 34.591000000000001 768.82675000000006 0 1 678.28640000000007 454.75000000000006 5.6142500000000011 797.90800000000002 72.009000000000015 1048.2900000000002 1048.2900000000002 decision_type=2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 3 -3 4 6 11 7 8 -1 -9 -4 12 -2 14 -5 -6 right_child=5 2 10 13 15 -7 -8 9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.078757617187092316 -0.080794242857133644 0.77203179971377056 -0.16962642607481584 0.064609342151217997 -0.28877002911056793 -0.72126444172859194 -0.35403404939174649 -0.0010248254196334786 -0.00036688286938767461 0.55063870227336886 0.30918429672718051 0.10137965559959412 -0.3604068237543106 0.503909232378006 0.4132876703474257 -0.29953077894268615 leaf_weight=1569 51 30 23 27 35 20 35 129408 3025 20 28 20 32 20 27 33 leaf_count=1569 51 30 23 27 35 20 35 129408 3025 20 28 20 32 20 27 33 internal_value=0 0.000150077 0.344651 -5.78566e-05 -0.000229232 -0.228059 -8.02214e-05 1.22141e-05 0.0267691 -0.000939506 0.09325 -0.132291 -0.188597 0.31056 0.238949 -0.293992 internal_weight=0 134280 81 134199 134125 123 134057 134022 4594 129428 51 103 83 74 54 68 internal_count=134403 134280 81 134199 134125 123 134057 134022 4594 129428 51 103 83 74 54 68 cat_boundaries=0 6 7 cat_threshold=262144 394243 4 969244672 33698370 16850992 1128 is_linear=0 shrinkage=0.01 Tree=542 num_leaves=14 num_cat=0 split_feature=9 9 9 2 0 2 12 21 9 7 7 9 26 split_gain=62725.3 94275.2 85297.6 70015.3 59218.8 56940.9 42923.5 33642.6 28373.6 24664.1 13282.1 15067 11429.7 threshold=496.59492500000005 370.88500000000005 414.36000000000007 783.48000000000013 1083.9006000000002 34.591000000000001 768.82675000000006 327.92500000000007 454.75000000000006 1042.2668000000001 5.6142500000000011 797.90800000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 6 10 7 9 -4 -1 11 -2 -5 right_child=5 2 8 12 -6 -7 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.00027381297809724378 -0.079986299926451607 0.76431141948699943 -0.16793015946512635 0.1526405540005914 0.38448438501358034 -0.71405179262161256 -0.350493709734508 0.31427122326458207 0.30609246705259596 -0.3277700522416474 0.100365860581398 -0.3568027687072754 0.40722250959608292 leaf_weight=133993 51 30 23 29 40 20 35 34 28 23 20 32 45 leaf_count=133993 51 30 23 29 40 20 35 34 28 23 20 32 45 internal_value=0 0.000148635 0.341204 -5.72197e-05 -0.000226881 -0.225778 -0.000341647 -0.000250224 0.0923176 -0.000330018 -0.130968 -0.186711 0.307454 internal_weight=0 134280 81 134199 134125 123 134085 134050 51 134016 103 83 74 internal_count=134403 134280 81 134199 134125 123 134085 134050 51 134016 103 83 74 is_linear=0 shrinkage=0.01 Tree=543 num_leaves=21 num_cat=1 split_feature=11 2 4 24 4 3 7 6 10 4 5 13 3 6 2 1 1 26 2 10 split_gain=44682.7 43773.2 31710.3 113683 155938 84827.5 70141.5 56481.7 44503.2 43682.1 109612 34056.1 32593.2 22573.1 17032.9 35613.3 15226.7 8631.96 4424.05 3154.2 threshold=944.45425000000012 783.48000000000013 293.48250000000002 0 779.31175000000019 166.42500000000004 8.0855000000000015 783.48000000000013 396.4661000000001 232.66575000000003 72.499500000000026 673.83140000000014 24.313000000000002 1043.5418000000002 212.70000000000005 52.044000000000004 77.943750000000009 2022.5000000000002 1048.2900000000002 543.20000000000016 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 6 14 17 8 9 11 -11 -1 19 -9 15 -5 18 -4 -3 -10 right_child=-2 16 3 5 -6 -7 -8 13 12 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.00010305803330140622 -0.47268858322501184 0.061211070307978885 -0.23938870760110711 -0.12769915279118638 0.93290527061982587 -0.75272366083585296 0.52961084842681883 0.50887990856170651 -0.06535517082316801 0.059753094088932701 0.84240815103054045 -0.28469786110378448 -0.54911588588356974 0.081405539285568956 0.12815783381462098 -0.50971274154526847 0.47477232074737552 -0.028992758225171996 0.23630106726000386 -0.16503011253736322 leaf_weight=133539 20 27 39 190 22 26 20 30 64 121 21 42 20 21 20 28 20 39 31 63 leaf_count=133539 20 27 39 190 22 26 20 30 64 121 21 42 20 21 20 28 20 39 31 63 internal_value=0 1.27985e-05 -0.000124743 -0.0908677 0.15884 -0.20271 0.00127898 0.00013545 8.69281e-06 0.000199858 0.175498 1.35121e-05 -0.173891 0.332861 -0.151141 -0.176765 0.236839 -0.134191 0.154794 -0.1148 internal_weight=0 134383 134305 384 120 264 98 133921 133870 133723 142 133581 147 51 238 218 78 78 58 127 internal_count=134403 134383 134305 384 120 264 98 133921 133870 133723 142 133581 147 51 238 218 78 78 58 127 cat_boundaries=0 1 cat_threshold=1540 is_linear=0 shrinkage=0.01 Tree=544 num_leaves=17 num_cat=0 split_feature=9 9 9 2 0 4 0 2 3 5 4 9 26 7 9 26 split_gain=61387 92545.8 83540.4 67572.6 57883.8 83235.7 99076.1 55767.6 53086.7 49701.9 46916.7 27815.2 24283.1 13034.7 14747.4 11166.7 threshold=496.59492500000005 370.88500000000005 414.36000000000007 783.48000000000013 1083.9006000000002 293.48250000000002 81.717500000000015 34.591000000000001 782.62500000000011 150.03545950000003 232.66575000000003 454.75000000000006 2022.5000000000002 5.6142500000000011 797.90800000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 8 9 13 10 -7 -1 -4 -10 14 -2 -5 right_child=7 2 11 15 -6 6 -8 -9 12 -11 -12 -13 -14 -15 -16 -17 leaf_value=1.9539386437541652e-05 -0.079162405585395362 0.75678674697875981 -0.16592332775178165 0.14902077165143243 0.38012711429595947 -0.054303366166072266 -0.62722163933974051 -0.70657269978523263 -0.53115189539194108 -0.47509229152433335 0.18061903688021833 0.30341202276093621 -0.13190668057172725 0.099641353607177727 -0.35302731916308405 0.4006571680704753 leaf_weight=133510 51 30 23 29 40 297 39 20 25 31 144 28 39 20 32 45 leaf_count=133510 51 30 23 29 40 297 39 20 25 31 144 28 39 20 32 45 internal_value=0 0.000147574 0.338061 -5.63839e-05 -0.000223059 -0.000336525 -0.150729 -0.223356 7.62402e-05 -0.0940731 0.000214119 0.091751 -0.287862 -0.129527 -0.184749 0.302043 internal_weight=0 134280 81 134199 134125 134085 367 123 133718 328 133654 51 64 103 83 74 internal_count=134403 134280 81 134199 134125 134085 367 123 133718 328 133654 51 64 103 83 74 is_linear=0 shrinkage=0.01 Tree=545 num_leaves=16 num_cat=3 split_feature=3 2 9 0 25 24 24 22 6 26 7 2 26 7 9 split_gain=169548 59043 70137.2 72245.4 75326.8 207264 91865.5 35480.4 38281.2 34260.3 27620.1 23515.5 36619.6 17334.8 12.3523 threshold=1048.2900000000002 1048.2900000000002 678.37500000000011 539.75000000000011 0 1 2 343.98744250000004 650.90000000000009 2022.5000000000002 8.0855000000000015 40.324500000000008 2022.5000000000002 9.2990805000000023 797.90800000000002 decision_type=2 2 2 2 9 1 1 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 9 -7 8 -6 -1 11 12 -5 14 -4 right_child=-2 -3 13 10 7 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.35208769293392406 0.70629352569580084 0.38907384786850363 0.4259759063143283 -0.051293018737309418 -0.00042127397611661907 -0.18603540662087892 0.10622901104976169 0.42067539978027341 -0.22792951796505903 0.7119052612998269 -0.53548904429782518 0.16315057229995727 -0.38686667229731875 0.070572185039520272 0.41576046294179458 leaf_weight=51 34 39 20 71 133331 142 359 20 74 55 22 20 60 20 29 leaf_count=51 34 39 20 71 133331 142 359 20 74 55 22 20 60 20 29 internal_value=0 3.87198e-05 -7.42758e-05 -0.000238153 2.54434e-05 0.110263 0.0213721 -0.000484297 -0.000547473 0.492338 -0.20446 -0.15623 -0.204991 0.318667 0.41993 internal_weight=0 134313 134274 134205 134032 607 501 133425 133405 106 173 151 131 69 49 internal_count=134347 134313 134274 134205 134032 607 501 133425 133405 106 173 151 131 69 49 cat_boundaries=0 5 6 7 cat_threshold=0 2 4100 16842752 8192 5 2072 is_linear=0 shrinkage=0.01 Tree=546 num_leaves=13 num_cat=0 split_feature=3 2 9 0 5 13 4 7 2 26 7 9 split_gain=166174 57868.1 68741.5 70807.6 35818.8 32450.1 32337.1 27070.4 23047.5 35890.9 16989.8 12.1064 threshold=1048.2900000000002 1048.2900000000002 678.37500000000011 539.75000000000011 1066.3056000000001 779.68675000000019 1048.2900000000002 8.0855000000000015 40.324500000000008 2022.5000000000002 9.2990805000000023 797.90800000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 9 -5 11 -4 right_child=-2 -3 10 7 -6 -7 -8 -9 -10 -11 -12 -13 leaf_value=0.0002455200742171043 0.69923059183008529 0.38518310241210152 0.42171612386405471 -0.050780089774601897 -0.35760268007005963 -0.35314780070231516 -0.31282830140807411 -0.53013414265079928 0.16151906061172486 -0.38299800213177998 0.069866450309753414 0.41160285308443267 leaf_weight=133945 34 39 20 71 28 26 33 22 20 60 20 29 leaf_count=133945 34 39 20 71 28 26 33 22 20 60 20 29 internal_value=0 3.82731e-05 -7.35926e-05 -0.000235831 2.51293e-05 9.98553e-05 0.000168407 -0.202415 -0.154668 -0.202941 0.31548 0.415731 internal_weight=0 134313 134274 134205 134032 134004 133978 173 151 131 69 49 internal_count=134347 134313 134274 134205 134032 134004 133978 173 151 131 69 49 is_linear=0 shrinkage=0.01 Tree=547 num_leaves=14 num_cat=3 split_feature=3 2 9 0 25 24 24 22 6 6 0 1 9 split_gain=162867 56716.5 67373.6 69398.6 73918.9 203096 90149.1 34774.1 37505.9 19406.4 2513.61 5529.96 1325.83 threshold=1048.2900000000002 1048.2900000000002 678.37500000000011 539.75000000000011 0 1 2 343.98744250000004 650.90000000000009 4.5285000000000011 638.18750000000011 25.371000000000002 797.90800000000002 decision_type=2 2 2 2 9 1 1 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 -7 8 -6 10 -5 -12 -4 right_child=-2 -3 12 9 7 6 -8 -9 -10 -11 11 -13 -14 leaf_value=0.48744330529508922 0.69223831176757811 0.38133130201926596 0.26084406353276351 -0.23158036644394334 -0.0004177056513763348 -0.18422969590676461 0.10529240102948859 0.41646620368957521 -0.2256103672208013 -0.47786785602569581 -0.1688463115755548 0.014273083686828614 0.34964941275119787 leaf_weight=106 34 39 29 37 133331 142 359 20 74 22 94 20 40 leaf_count=106 34 39 29 37 133331 142 359 20 74 22 94 20 40 internal_value=0 3.78904e-05 -7.28566e-05 -0.000233473 2.4878e-05 0.109228 0.0212328 -0.000480076 -0.00054262 -0.200391 -0.159964 -0.13672 0.312325 internal_weight=0 134313 134274 134205 134032 607 501 133425 133405 173 151 114 69 internal_count=134347 134313 134274 134205 134032 607 501 133425 133405 173 151 114 69 cat_boundaries=0 5 6 7 cat_threshold=0 2 4100 16842752 8192 5 2072 is_linear=0 shrinkage=0.01 Tree=548 num_leaves=29 num_cat=5 split_feature=0 8 2 4 24 0 5 25 24 26 9 25 5 24 7 0 26 0 0 26 0 0 0 26 0 0 26 26 split_gain=59793.4 175584 121190 116149 60680.4 58080.1 222739 50964 156190 123611 68635.7 57641 37354.2 191467 36273 33701 33299.5 32707.8 32087.5 33181.9 20230.4 14877 11585.6 8545.51 6591.95 3531.96 1476.16 1471.22 threshold=393.76511200000004 157.04150000000004 1048.2900000000002 150.01600000000005 0 292.11750000000001 67.130500000000012 1 2 2022.5000000000002 797.90800000000002 3 366.02500000000003 4 1042.2668000000001 539.75000000000011 2022.5000000000002 478.01250000000005 311.36400000000009 2022.5000000000002 1083.9006000000002 332.39451000000003 539.75000000000011 2022.5000000000002 782.62500000000011 478.01250000000005 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 1 2 2 9 1 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 5 4 15 7 18 8 9 -1 12 23 14 -14 -9 17 -13 -2 27 -20 22 -21 25 -10 -24 -6 -17 -7 right_child=1 -3 -4 -5 20 6 -8 10 11 -11 -12 16 13 -15 -16 26 -18 -19 19 21 -22 -23 24 -25 -26 -27 -28 -29 leaf_value=0.063600504317251186 0.015356864631175995 -0.99936180418187914 0.57276676957671702 0.64354351316179548 -0.26195698614120483 0.22678271383047105 1.1740799567699431 -0.0005551004470293107 -0.14884186069496344 0.48032900792964989 0.43630032512876726 0.19577242840168085 -0.1875125380365745 0.36918037421029548 -0.41619441448223021 -0.042110565900802616 -0.086771101774992768 0.55575843538556779 -0.21019932287389584 -0.065698014068603511 -0.55498569216047022 0.24679890712102254 -0.047150340371015592 -0.31130365198937016 -0.2685948466062546 -0.41649749733152847 -0.13404653399221358 0.33999691659753972 leaf_weight=147 24 22 37 21 50 24 20 132941 61 138 36 86 105 128 21 40 81 21 55 25 21 39 41 69 20 21 31 22 leaf_count=147 24 22 37 21 50 24 20 132941 61 138 36 86 105 128 21 40 81 21 55 25 21 39 41 69 20 21 31 22 internal_value=0 -0.138064 0.000533113 -0.0727242 -0.128641 0.000375106 0.177438 0.000130312 0.0927083 0.256389 -0.000281039 -0.0675939 -0.00039906 0.126107 -0.000620746 0.0492034 0.0554123 0.267544 0.0566331 -0.0300694 -0.250332 0.12473 -0.220828 -0.218281 -0.119755 -0.307666 -0.0822516 0.280929 internal_weight=0 312 134035 290 269 133998 185 133813 582 285 133231 297 133195 233 132962 116 167 45 165 119 153 64 132 130 61 71 71 46 internal_count=134347 312 134035 290 269 133998 185 133813 582 285 133231 297 133195 233 132962 116 167 45 165 119 153 64 132 130 61 71 71 46 cat_boundaries=0 1 7 8 13 14 cat_threshold=364 1048576 262146 4 151060480 139264 8192 1508 0 2 0 134217728 8192 3216 is_linear=0 shrinkage=0.01 Tree=549 num_leaves=21 num_cat=5 split_feature=3 0 25 24 26 9 26 25 24 5 24 1 6 0 7 0 26 9 26 0 split_gain=159567 51066.6 56054.7 205129 240336 74294.4 65893.7 73755.1 58931.2 47442.9 46556.3 45642.2 35197.1 40067.7 22215.3 17949.5 7617.28 4488.12 1489.46 5171.76 threshold=1048.2900000000002 638.18750000000011 0 1 2022.5000000000002 678.37500000000011 2022.5000000000002 2 3 1066.3056000000001 4 126.32950000000001 650.90000000000009 539.75000000000011 9.2990805000000023 1083.9006000000002 2022.5000000000002 797.90800000000002 2022.5000000000002 782.62500000000011 decision_type=2 2 9 1 2 2 2 9 1 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 8 9 7 -5 -1 12 -6 15 13 -4 17 18 -14 -7 19 -3 right_child=-2 11 5 6 10 14 -8 -9 -10 -11 -12 -13 16 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.16826833876696501 0.68518799108617445 -0.25465915493343189 -0.00014183769554503256 0.21740064588367428 0.64937700852480806 0.3553290921598673 -0.20975878295849781 -0.1433705010124155 -0.15618778396071048 -0.44501018837094308 0.24498463527576345 0.24554135513305664 -0.36190192500750223 -0.32071616564041527 0.06401230144500733 -0.44639454572628706 -0.14716741618120446 0.55816178202629085 -0.23963773614593917 -0.044814150333404544 leaf_weight=100 34 23 133166 107 100 20 196 101 104 24 101 20 24 39 20 39 53 24 28 24 leaf_count=100 34 23 133166 107 100 20 196 101 104 24 101 20 24 39 20 39 53 24 28 24 internal_value=0 3.58703e-05 0.000230729 0.0827081 0.239347 -0.000275746 -0.0763067 0.0457776 0.00345152 -0.000439302 0.49067 -0.195083 -0.000359249 -0.000235696 0.340355 -0.272385 -0.214098 0.465965 -0.181901 -0.147504 internal_weight=0 134313 134179 809 405 133370 404 208 204 133306 201 134 133282 133205 64 114 77 44 75 47 internal_count=134347 134313 134179 809 405 133370 404 208 204 133306 201 134 133282 133205 64 114 77 44 75 47 cat_boundaries=0 6 7 11 12 13 cat_threshold=0 2 4100 151060480 139264 8192 1477 0 0 4100 65536 133 324 is_linear=0 shrinkage=0.01 Tree=550 num_leaves=25 num_cat=3 split_feature=3 25 0 9 6 9 0 0 0 7 6 5 25 5 15 23 0 8 26 0 5 24 26 26 split_gain=83795.1 44054.2 119025 104437 81591.6 96846.5 79340.3 58234.6 104266 96222.5 54255.5 31066.5 25296.3 25409.5 92625.2 25223.3 24455.8 22516.6 18138.5 13150.2 6448.3 3884.82 1.57537 0.671397 threshold=1048.2900000000002 0 430.17000000000002 797.90800000000002 442.89500000000004 797.90800000000002 638.18750000000011 161.35500000000005 139.33500000000001 43.669000000000011 650.90000000000009 366.02500000000003 1 33.260025000000006 108.73500000000001 266.9500000000001 73.217700000000022 3.5892105000000005 2022.5000000000002 782.62500000000011 442.27000000000004 2 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 2 left_child=1 2 4 11 5 7 18 8 -1 -9 -6 12 21 15 -15 -14 17 20 -4 -8 -13 23 -23 -3 right_child=-2 3 6 -5 10 -7 19 9 -10 -11 -12 16 13 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 leaf_value=0.017600888366923872 0.47692810934943125 -0.03274163339819227 0.49235172448249964 0.67299143293629526 0.66090971112251284 -0.62009447634220127 -0.082226126735860647 -0.070483191698155506 0.72289408820016055 -0.73084079933166513 0.098606714622394467 -0.25753755210978641 -0.0011764461485558515 0.025541056985587389 0.58501862764358525 0.35398175048828123 -0.46557532787322997 0.21899769353866577 0.89292144060134893 0.22809958510928685 -0.097819772347971623 -0.11858723079949095 -0.11689778764671255 -0.031155636357326134 leaf_weight=11192 37 56 26 23 32 24 22 188 21 25 37 35 119695 2172 30 20 20 20 20 36 91 114 107 51 leaf_count=11192 37 56 26 23 32 24 22 188 21 25 37 35 119695 2172 30 20 20 20 20 36 91 114 107 51 internal_value=0 0.000970472 0.0195672 -0.000796503 0.0165434 0.0144774 0.356367 0.0158103 0.0189218 -0.14799 0.359385 -0.000923167 -0.000737526 -0.000497916 0.0331634 -0.00111711 -0.137632 -0.0927086 0.666512 0.11039 -0.142186 -0.0871286 -0.112671 -0.0292519 internal_weight=0 134057 11623 122434 11519 11450 104 11426 11213 213 69 122411 122245 121917 2202 119715 166 146 46 58 126 328 221 107 internal_count=134094 134057 11623 122434 11519 11450 104 11426 11213 213 69 122411 122245 121917 2202 119715 166 146 46 58 126 328 221 107 cat_boundaries=0 6 12 13 cat_threshold=34635904 263170 1073885188 403013760 172155456 18939921 0 1 0 0 4096 8192 2092 is_linear=0 shrinkage=0.01 Tree=551 num_leaves=17 num_cat=2 split_feature=3 4 1 24 9 5 5 14 14 19 9 18 6 24 13 8 split_gain=82127.5 49233 32917.6 125651 480700 476128 163409 95053.5 96914 56109.4 44115.6 27617.4 39224.5 31471.8 28858.7 16208.7 threshold=1048.2900000000002 1048.2900000000002 40.336500000000008 0 13.016250000000001 47.856750000000012 336.69250000000005 148.24250000000004 218.875 98.927600000000012 1037.4750000000001 678.28640000000007 338.4500000000001 1 426.97200000000004 0.36340000000000006 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 left_child=1 2 10 4 5 15 7 9 -9 -5 11 12 14 -14 -1 -4 right_child=-2 -3 3 6 -6 -7 -8 8 -10 -11 -12 -13 13 -15 -16 -17 leaf_value=0.00032948401341435318 0.47215879182557802 0.38144238493898336 -0.095272909529382291 0.01047994001286553 1.3773798235979948 1.5535055422782897 -0.62917895988011974 0.99309594893455511 0.10023791024761815 0.49611038009325664 0.44786377169869163 0.33921767592430113 0.0080084152743220335 -0.22137331999010509 -0.17046944025791053 0.20489170193672179 leaf_weight=130528 37 34 179 2740 33 20 39 20 31 24 22 24 110 134 99 20 leaf_count=130528 37 34 179 2740 33 20 39 20 31 24 22 24 110 134 99 20 internal_value=0 0.000960767 0.000864244 0.0330395 0.242625 0.0827128 0.0136358 0.02259 0.450378 0.0146967 0.000100888 2.56304e-05 -3.65729e-05 -0.126708 0.000200038 -0.0651056 internal_weight=0 134057 134023 3106 252 219 2854 2815 51 2764 130917 130895 130871 244 130627 199 internal_count=134094 134057 134023 3106 252 219 2854 2815 51 2764 130917 130895 130871 244 130627 199 cat_boundaries=0 1 2 cat_threshold=3 659 is_linear=0 shrinkage=0.01 Tree=552 num_leaves=22 num_cat=7 split_feature=3 2 25 24 25 4 3 4 3 25 26 5 25 24 7 2 7 25 26 26 26 split_gain=80493.2 54959.1 41316.4 140418 72927.8 50754.4 68906.6 105862 43246.8 40425 34710.5 33917 90740.7 129325 67743.4 34094.3 30909.7 23166.5 15819 15351.2 1196.7 threshold=1048.2900000000002 1048.2900000000002 0 1 2 648.37500000000011 81.070525000000018 1048.2900000000002 28.878500000000003 3 2022.5000000000002 26.385000000000002 4 5 650.90000000000009 166.11250000000004 276.13500000000005 6 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 1 9 2 2 2 2 9 2 2 9 1 2 2 2 9 2 2 2 left_child=1 2 3 9 10 11 7 20 17 19 -5 14 13 -13 16 -14 -4 -6 -11 -1 -7 right_child=-2 -3 5 4 8 6 -8 -9 -10 18 -12 12 15 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.13808550288600308 0.46743719771101666 0.37629041696206117 -0.00060303006823750934 0.23321440191829909 0.0071258335244165708 -0.20480860111506091 0.7378839942387172 0.70514868912100792 -0.33808924765813919 0.046140836928096521 0.59085306068946575 0.22084062309948249 -0.034934841211227814 0.030267214636965321 0.36021887562595878 -0.45153679337352515 -0.12790981709996133 0.16545426101060914 -0.088179503913167159 -0.37106945821872123 -0.10821887398588248 leaf_weight=62 37 39 129193 51 136 23 21 20 21 197 58 435 1105 1837 52 20 191 357 158 52 29 leaf_count=62 37 39 129193 51 136 23 21 20 21 197 58 435 1105 1837 52 20 191 357 158 52 29 internal_value=0 0.000951 0.000841774 0.0618204 0.159282 0.000336153 0.233867 0.0868615 0.104317 -0.0682662 0.387928 0.000172677 0.0313641 0.0675625 -0.00064593 -0.041968 -0.000790964 0.125278 -0.0132674 -0.224653 -0.150941 internal_weight=0 134057 134018 1092 623 132926 93 72 514 469 109 132833 3397 2272 129436 1125 129384 493 355 114 52 internal_count=134094 134057 134018 1092 623 132926 93 72 514 469 109 132833 3397 2272 129436 1125 129384 493 355 114 52 cat_boundaries=0 6 7 12 17 23 24 30 cat_threshold=1048576 262146 4100 134316160 33693760 2097152 2442 0 2 4 0 8192 0 2 4 98304 8192 814269952 928 677397568 2147483680 16793601 805306368 2049 0 262144 0 134217728 64 2097152 is_linear=0 shrinkage=0.01 Tree=553 num_leaves=23 num_cat=5 split_feature=3 2 0 24 4 1 0 25 24 25 7 3 25 0 1 3 3 26 26 26 0 7 split_gain=78891.3 53865.3 49148.3 280325 396873 122860 100340 48381.3 122121 80094.9 43190 41986 39015 35279.9 31665.2 141474 36977.5 27595.7 14898.8 13883.8 6875.9 2284.77 threshold=1048.2900000000002 1048.2900000000002 430.17000000000002 0 40.928000000000004 6.2950000000000008 638.18750000000011 1 2 3 650.90000000000009 28.878500000000003 4 478.01250000000005 40.336500000000008 242.64500000000001 77.170100000000005 2022.5000000000002 2022.5000000000002 2022.5000000000002 638.18750000000011 783.48000000000013 decision_type=2 2 2 1 2 2 2 9 1 9 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 6 13 -4 8 12 17 14 -11 19 -5 16 -16 -9 -10 -14 -1 -15 -12 right_child=-2 -3 3 5 -6 -7 -8 10 9 11 21 -13 18 20 15 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.128649582306544 0.46276282903310417 0.37252747706877876 0.58332062424553766 0.36783172925313318 1.8211987323760985 -0.69556665250297756 -0.10057183009822195 -0.0014049176372495217 0.26261466551800167 0.12206755286925067 0.32875477203956016 -0.33470835277012417 0.056968624891402822 0.044279028006962366 0.044123909066102807 -0.36064297226037872 0.049676064771742398 0.5849445441673542 -0.074833901728353192 -0.35427568774223323 -0.1436048991046846 0.20834077740460635 leaf_weight=60 37 39 45 21 20 33 41 128210 49 482 26 21 192 28 2901 89 1433 58 155 50 64 40 leaf_count=60 37 39 45 21 20 33 41 128210 49 482 26 21 192 28 2901 89 1433 58 155 50 64 40 internal_value=0 0.000941806 0.000833673 0.140356 0.504741 -0.148591 0.257279 0.000570828 0.0673246 0.159036 2.90018e-05 0.10099 -0.0558759 -0.00200384 -9.82595e-05 0.0320757 -0.000840298 0.399956 -0.00185232 -0.21194 -0.0864228 0.255777 internal_weight=0 134057 134018 252 106 146 86 133766 1067 610 132699 503 457 113 132633 2990 129643 107 347 110 92 66 internal_count=134094 134057 134018 252 106 146 86 133766 1067 610 132699 503 457 113 132633 2990 129643 107 347 110 92 66 cat_boundaries=0 1 7 8 13 18 cat_threshold=1858 1048576 262146 4100 134316160 33693760 2097152 2442 0 2 4 0 8192 0 2 4 98304 8192 is_linear=0 shrinkage=0.01 Tree=554 num_leaves=18 num_cat=1 split_feature=2 6 6 9 5 4 7 12 8 0 0 25 4 26 11 26 12 split_gain=56351.6 58735.8 55950.6 37307 252990 81221.1 56118.1 49420 41346.8 39863.7 36296.7 40354.4 35486.4 11364.7 6497.51 1104.81 1086.57 threshold=1048.2900000000002 783.48000000000013 1043.5418000000002 370.88500000000005 120.63500000000002 60.372500000000009 16.994000000000003 417.10750000000002 27.234500000000004 95.466000000000022 782.62500000000011 0 293.48250000000002 2022.5000000000002 27.248500000000003 2022.5000000000002 768.82675000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 3 -3 7 5 6 8 10 -5 14 11 15 -13 -12 16 -1 -9 right_child=-2 2 -4 4 -6 -7 -8 9 -10 -11 13 12 -14 -15 -16 -17 -18 leaf_value=0.21458081876314605 0.37634117281436924 0.60911063840312341 -0.00196972053626488 -0.045321407733119538 1.1756184169224331 0.6165812859535218 -0.43389943420886995 -0.13612626714838874 0.43999435424804689 -0.60009225296974178 0.085551211693707649 0.00076606234287044013 -0.099348037390222008 0.33282494888073061 0.025442457027733324 0.15557513933027944 -0.21382130806644756 leaf_weight=65 40 31 29 107 21 20 32 72 21 20 34 133095 355 41 25 62 24 leaf_count=65 40 31 29 107 21 20 32 72 21 20 34 133095 355 41 25 62 24 internal_value=0 0.000946563 0.313755 0.000806493 0.136942 0.015763 -0.0593393 0.000601974 0.0343007 -0.186515 0.000799378 0.000675894 0.000499704 0.220728 -0.118155 0.172215 -0.15555 internal_weight=0 134054 60 133994 201 180 160 133793 128 141 133652 133577 133450 75 121 127 96 internal_count=134094 134054 60 133994 201 180 160 133793 128 141 133652 133577 133450 75 121 127 96 cat_boundaries=0 5 cat_threshold=0 2 4 0 131072 is_linear=0 shrinkage=0.01 Tree=555 num_leaves=20 num_cat=5 split_feature=3 4 2 25 0 1 3 9 0 24 0 5 25 3 8 25 25 1 0 split_gain=95624.2 50140.5 158079 153981 334456 152990 152236 133236 81765.3 64837.1 53517.7 48326.4 43491.8 38319.8 30743.9 30788.9 26606.4 17779.4 3259.33 threshold=1048.2900000000002 62.065000000000005 1048.2900000000002 0 393.76511200000004 276.29750000000007 273.10998000000006 797.90800000000002 243.58000000000001 1 782.62500000000011 242.64500000000001 2 8.0130000000000017 40.281250000000007 3 4 84.373000000000005 1083.9006000000002 decision_type=2 2 2 9 2 2 2 2 2 1 2 2 9 2 2 9 9 2 2 left_child=1 2 7 4 5 6 9 10 11 -3 12 14 -1 -13 15 -5 -14 -16 -12 right_child=-2 3 -4 8 -6 -7 -8 -9 -10 -11 18 13 16 -15 17 -17 -18 -19 -20 leaf_value=0.18826578030820751 0.52258076477050774 0.34847361718658854 -0.79604932870864875 0.069605428214728565 1.2893592346631564 0.97041159607115246 -0.75572356700897214 -0.56393163686706904 -0.50263507539575747 0.075589948339815832 -0.1978315376624083 0.066595787268418527 -0.01675407246086193 0.64881813812255862 -0.11377540871500968 -0.034412533027097784 0.00061839237338382131 -0.45535617661476141 -0.3271162165128268 leaf_weight=112 35 103 25 432 26 21 20 42 33 473 39 26 9489 20 64 789 122573 20 39 leaf_count=112 35 103 25 432 26 21 20 42 33 473 39 26 9489 20 64 789 122573 20 39 internal_value=0 -0.000184273 -0.000940405 0.0491747 0.175613 0.131526 0.101968 -0.000790151 -0.0107589 0.131749 -0.000611311 0.00117623 -0.000456778 0.319736 -0.0100527 0.00267812 -0.000631039 -0.195104 -0.262474 internal_weight=0 134346 132319 2027 643 617 596 132294 1384 576 132252 1351 132174 46 1305 1221 132062 84 78 internal_count=134381 134346 132319 2027 643 617 596 132294 1384 576 132252 1351 132174 46 1305 1221 132062 84 78 cat_boundaries=0 5 6 9 15 21 cat_threshold=33792 1181728 536876032 0 16777216 273 0 2 4 817889792 536870912 2113616 0 0 536870912 1074939904 1695285252 1082142720 2417033225 438304804 134226944 is_linear=0 shrinkage=0.01 Tree=556 num_leaves=14 num_cat=2 split_feature=3 1 1 2 2 26 5 19 25 0 26 25 26 split_gain=93721.1 48901.2 71887.5 193179 146722 49301.4 47688.7 32938.9 33572.2 26340.4 53037.1 25532.7 336.431 threshold=1048.2900000000002 789.60480000000007 438.37500000000006 161.35500000000005 1048.2900000000002 2022.5000000000002 13.909000000000002 698.35475000000008 0 24.245000000000005 2022.5000000000002 1 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 9 2 2 9 2 left_child=1 2 4 6 7 -3 9 8 12 10 -4 -10 -1 right_child=-2 5 3 -5 -6 -7 -8 -9 11 -11 -12 -13 -14 leaf_value=0.19507059218666772 0.51735495376586915 0.042579898016793391 0.30084333675879021 1.1291436524391174 -0.72409912858690528 -0.4509508118033409 0.53615738397836687 -0.39615409300440829 -0.017518922095874107 -0.24266730323914559 -0.1698572163249171 0.00087139696986593743 0.16096461624395653 leaf_weight=55 35 35 54 20 28 48 20 21 8021 31 43 125909 61 leaf_count=55 35 35 54 20 28 48 20 21 8021 31 43 125909 61 internal_value=0 -0.00018196 -3.19545e-05 0.206697 -0.000290953 -0.242835 0.0820415 -0.000139785 -7.77442e-05 0.0110859 0.0921823 -0.000231216 0.163077 internal_weight=0 134346 134263 168 134095 83 148 134067 134046 128 97 133930 116 internal_count=134381 134346 134263 168 134095 83 148 134067 134046 128 97 133930 116 cat_boundaries=0 3 9 cat_threshold=0 2 4 1074939904 1695285252 3246399488 269549577 438304772 134226944 is_linear=0 shrinkage=0.01 Tree=557 num_leaves=25 num_cat=2 split_feature=3 4 2 25 1 9 1 3 1 9 4 25 10 11 15 3 5 10 1 1 26 4 4 26 split_gain=91856.1 49170.1 152386 151071 145593 130644 74560 103258 100486 148346 85100.6 34794.7 31487.1 53368 46606.7 32964.2 76936 33918.4 27741.1 46700.1 34276.3 16881.5 2872.26 717.219 threshold=1048.2900000000002 62.065000000000005 1048.2900000000002 0 336.69250000000005 797.90800000000002 99.922600000000003 28.878500000000003 11.940750000000001 29.052772500000003 482.64500000000004 1 87.145565000000019 73.672500000000014 14.407500000000002 121.80050000000001 12.562400000000002 35.412225000000007 789.60480000000007 543.20000000000016 2022.5000000000002 186.22625000000002 120.73200000000001 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 6 11 8 -8 10 -10 -3 23 14 21 15 17 -17 -5 19 -13 -20 -14 -16 -1 right_child=-2 3 -4 12 -6 -7 7 -9 9 -11 -12 18 13 -15 22 16 -18 -19 20 -21 -22 -23 -24 -25 leaf_value=0.20640434053209092 0.51218139975411558 0.083590341342668517 -0.78158914222717291 -0.031589059612392771 0.97610502914948893 -0.55841840726988656 0.12864169443354886 -0.77689212894439696 0.26741362945850078 1.2522750253677368 0.54030281857649487 -0.00079410857509695191 0.16261905615979974 -0.65615525150299081 0.39852354163215276 -0.0093421396400247304 0.68857954870570792 0.38370753163099286 0.04841540244317824 0.2575657049444105 -0.39706919272740687 -0.23880579102039337 0.23988416824340822 0.15655469556008617 leaf_weight=54 35 437 25 1178 22 42 34 20 65 20 45 131996 22 20 21 56 22 20 31 70 39 20 25 62 leaf_count=54 35 437 25 1178 22 42 34 20 65 20 45 131996 22 20 21 56 22 20 31 70 39 20 25 62 internal_value=0 -0.000180153 -0.000928933 0.0486989 0.173936 -0.000781409 0.148319 -0.206741 0.182134 0.499146 0.126229 -0.000604317 -0.0106655 -0.230994 -0.000413066 -0.0116867 0.187508 -0.0246559 -0.000762599 -0.000657168 -0.199783 -0.0285356 0.312306 0.165494 internal_weight=0 134346 132319 2027 643 132294 621 54 567 85 482 132252 1384 62 1322 1276 78 1198 132136 132066 70 42 46 116 internal_count=134381 134346 132319 2027 643 132294 621 54 567 85 482 132252 1384 62 1322 1276 78 1198 132136 132066 70 42 46 116 cat_boundaries=0 5 8 cat_threshold=33792 1181728 536876032 0 16777216 0 2 4 is_linear=0 shrinkage=0.01 Tree=558 num_leaves=20 num_cat=3 split_feature=3 4 2 25 0 1 3 9 0 1 0 25 7 8 2 25 10 26 26 split_gain=90028.2 48191.6 149354 148065 326985 147453 148667 128044 80187 58381.2 52518 41263.3 33587.6 52666 62394.2 25543.1 17518.3 3315.17 370.462 threshold=1048.2900000000002 62.065000000000005 1048.2900000000002 0 393.76511200000004 276.29750000000007 273.10998000000006 797.90800000000002 243.58000000000001 11.940750000000001 782.62500000000011 1 336.95674000000002 40.281250000000007 174.86250000000004 2 120.129 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 left_child=1 2 7 4 5 6 9 10 12 -3 11 18 13 14 -5 -13 -15 -12 -1 right_child=-2 3 -4 8 -6 -7 -8 -9 -10 -11 17 15 -14 16 -16 -17 -18 -19 -20 leaf_value=0.21894060764672621 0.50705959211077012 0.077621033764250683 -0.77377324886322019 -0.00076585646787469903 1.2734116275493914 0.95214695294698082 -0.7480137133598328 -0.5528342256659553 -0.49766403010397248 0.32628694722632406 -0.19311607185162996 -0.016472838711849808 0.39806676228841148 -0.16533178984229246 0.41613550186157228 0.00060462262495454804 -0.50258243680000303 -0.32354630261659623 0.1825141725701801 leaf_weight=53 35 457 25 1206 26 21 20 42 33 119 38 9422 21 67 37 122640 20 40 59 leaf_count=53 35 457 25 1206 26 21 20 42 33 119 38 9422 21 67 37 122640 20 40 59 internal_value=0 -0.000178352 -0.000919643 0.0482119 0.172197 0.128583 0.0995649 -0.000773595 -0.0105588 0.128995 -0.000598274 -0.000445191 0.00126122 -0.00500413 0.0116439 -0.000614929 -0.242861 -0.260003 0.183379 internal_weight=0 134346 132319 2027 643 617 596 132294 1384 576 132252 132174 1351 1330 1243 132062 87 78 112 internal_count=134381 134346 132319 2027 643 617 596 132294 1384 576 132252 132174 1351 1330 1243 132062 87 78 112 cat_boundaries=0 5 8 14 cat_threshold=33792 1181728 536876032 0 16777216 0 2 4 1074937856 1695285252 3229626368 2417033225 438304804 134226944 is_linear=0 shrinkage=0.01 Tree=559 num_leaves=17 num_cat=0 split_feature=9 1 1 2 2 6 13 6 6 4 26 0 1 1 9 26 split_gain=68860.2 62605.4 88583.7 207589 127397 63587.8 43994.1 109705 43979.8 40514.5 33560.3 18393.9 17853.3 15681.7 8218.11 1035.26 threshold=797.90800000000002 789.60480000000007 438.37500000000006 171.81400000000002 1048.2900000000002 783.48000000000013 152.09975000000003 144.14500000000001 1043.5418000000002 648.37500000000011 2022.5000000000002 139.33500000000001 543.20000000000016 481.77300000000008 1037.4750000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 11 5 6 9 -8 -7 -1 -3 12 13 -4 -2 -14 right_child=14 10 3 -5 -6 8 7 -9 -10 -11 -12 -13 15 -15 -16 -17 leaf_value=0.00017811199345474558 -0.48958982687730057 -0.044890493959993928 0.10774002075195313 1.1868870091438293 -0.68685429096221928 0.60742663547910503 -0.055932205101928194 -0.67123298552728472 0.046585691460856692 0.21241974511990944 -0.44566593463222182 0.36641120089726015 0.20291801306762192 -0.21722247672803474 -0.23816139074472284 0.12006028842926025 leaf_weight=133431 26 37 27 20 27 29 444 31 27 90 48 22 38 33 26 25 leaf_count=133431 26 37 27 20 27 29 444 31 27 90 48 22 38 33 26 25 internal_value=0 9.50528e-05 0.000266837 0.231829 -1.81278e-05 0.000120211 -2.05878e-05 -0.0960887 0.337021 0.000321174 -0.271211 0.100097 0.0524637 -0.0709894 -0.363876 0.170038 internal_weight=0 134329 134244 165 134079 134052 133996 475 56 133521 85 145 123 60 52 63 internal_count=134381 134329 134244 165 134079 134052 133996 475 56 133521 85 145 123 60 52 63 is_linear=0 shrinkage=0.01 Tree=560 num_leaves=18 num_cat=0 split_feature=1 1 5 1 14 3 8 1 0 9 9 14 5 1 1 14 14 split_gain=55601.2 71131.6 196030 73224.1 61123.3 115002 59969.8 43278.4 43264.1 42044.1 41813.2 68056.5 36769.6 4746.97 1281.85 775.506 85.459 threshold=789.60480000000007 438.37500000000006 120.63500000000002 481.77300000000008 449.47000000000008 1048.2900000000002 13.016250000000001 543.20000000000016 34.665000000000006 1037.4750000000001 168.64500000000001 190.07500000000002 545.08500000000015 1066.3056000000001 650.90000000000009 751.80750000000012 549.10000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 5 9 15 -5 14 10 12 -12 -1 -2 -9 16 -6 right_child=13 2 -4 7 6 -7 -8 8 -10 -11 11 -13 -14 -15 -16 -17 -18 leaf_value=0.0012593523114588559 -0.34528583257626266 0.47755048471338613 1.1127368023565838 -0.37742093356450396 -0.15855591535568236 0.66595174349271336 -0.73552909076213835 0.28279359047229474 -0.2969197247245095 0.41933116237322487 -0.10716673247634308 0.48695426023006444 -0.17841173483614337 -0.18823881575935766 0.18250619220733644 -0.081496668543134407 -0.13311879701614379 leaf_weight=133010 39 34 21 30 28 26 20 26 22 24 536 20 114 38 25 28 25 leaf_count=133010 39 34 21 30 28 26 20 26 22 24 536 20 114 38 25 28 25 internal_value=0 0.00101313 0.213067 0.0751616 0.000762782 0.000948508 -0.245149 -0.0576658 0.0737405 0.000819191 0.000744055 -0.0857955 0.00110549 -0.267782 0.233633 -0.124067 -0.146557 internal_weight=0 133989 158 137 133831 133730 101 103 73 133704 133680 556 133124 77 51 81 53 internal_count=134066 133989 158 137 133831 133730 101 103 73 133704 133680 556 133124 77 51 81 53 is_linear=0 shrinkage=0.01 Tree=561 num_leaves=17 num_cat=0 split_feature=1 1 5 2 1 14 3 2 1 0 14 16 26 26 14 14 split_gain=54494.8 69716.1 192129 122929 71767 59987.6 112657 93293.9 42417.1 42403.1 38300.1 36408.8 35186.6 17764.6 115.252 23.473 threshold=789.60480000000007 438.37500000000006 120.63500000000002 1048.2900000000002 481.77300000000008 449.47000000000008 1048.2900000000002 10.399187500000002 543.20000000000016 34.665000000000006 367.37500000000006 785.7867500000001 2022.5000000000002 2022.5000000000002 549.10000000000002 751.80750000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 5 -3 6 10 14 -6 13 11 -1 -2 -10 -7 -16 right_child=12 2 -4 -5 8 7 -8 -9 9 -11 -12 -13 -14 -15 15 -17 leaf_value=0.00096599858653507054 -0.011606309711933136 0.47277498525731704 1.1016094557444256 -0.56059175002269257 -0.37364672851562503 -0.10902495407141173 0.65929219759427582 -0.85433385902643211 0.40044904913221091 -0.29395052801478994 0.35823968362808228 -0.38069149446487432 -0.44536951096852617 0.025372198353643002 -0.089889642159853664 -0.076821777025858559 leaf_weight=133610 32 34 21 39 30 26 26 20 28 22 30 25 45 23 28 27 leaf_count=133610 32 34 21 39 30 26 26 20 28 22 30 25 45 23 28 27 internal_value=0 0.001003 0.210937 0.000755154 0.07441 0.000918785 0.00110283 -0.242697 -0.0570891 0.073003 0.000974802 0.000894599 -0.265104 0.231297 -0.0916759 -0.0834745 internal_weight=0 133989 158 133831 137 133792 133691 101 103 73 133665 133635 77 51 81 55 internal_count=134066 133989 158 133831 137 133792 133691 101 103 73 133665 133635 77 51 81 55 is_linear=0 shrinkage=0.01 Tree=562 num_leaves=14 num_cat=0 split_feature=8 6 3 16 9 9 2 14 3 9 3 8 8 split_gain=52273.3 74036.9 45932.7 36761.8 31834.9 32161.9 94224.6 56249.2 44807.9 28548 3964.28 2008.64 54.2351 threshold=574.83500000000015 93.171250000000015 1048.2900000000002 785.7867500000001 1037.4750000000001 168.64500000000001 272.73498000000006 109.93000000000002 650.90000000000009 66.295378500000012 782.62500000000011 808.31735000000015 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 11 3 4 5 8 7 -7 9 -1 -10 -2 -13 right_child=1 -3 -4 -5 -6 6 -8 -9 10 -11 -12 12 -14 leaf_value=0.0010173033480309988 -0.035175771760313133 -0.7550151894206093 0.39895051627323547 -0.39041255583365764 0.34433835524099843 -0.076827833510386162 -0.71602234125137332 0.31742310499533632 -0.19546122904979821 0.06204411988437717 -0.35723605649811879 -0.124153493813106 -0.14688068411889529 leaf_weight=132490 38 21 29 24 27 502 22 39 33 771 28 21 21 leaf_count=132490 38 21 29 24 27 502 22 39 33 771 28 21 21 internal_value=0 -0.226571 0.00101311 0.000926953 0.00099709 0.00092785 -0.0744948 -0.0484068 0.00124635 0.00137038 -0.269719 -0.087855 -0.135517 internal_weight=0 101 133965 133936 133912 133885 563 541 133322 133261 61 80 42 internal_count=134066 101 133965 133936 133912 133885 563 541 133322 133261 61 80 42 is_linear=0 shrinkage=0.01 Tree=563 num_leaves=14 num_cat=0 split_feature=1 1 3 2 3 16 26 16 9 2 1 1 1 split_gain=53384.2 68365.5 155472 120160 35096 34742.5 34416.7 32538.9 35223.1 19172.2 24786.7 42997.6 4051.08 threshold=789.60480000000007 438.37500000000006 9.3117500000000017 1048.2900000000002 1048.2900000000002 785.7867500000001 2022.5000000000002 520.79087500000014 168.64500000000001 11.163000000000002 481.77300000000008 543.20000000000016 650.90000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 4 5 7 -2 8 -1 10 -3 -12 -13 right_child=6 2 -4 -5 -6 -7 -8 -9 -10 -11 11 12 -14 leaf_value=0.0011536782552699274 -0.011687754690647126 0.42333497714996343 0.81938838192910868 -0.55425058915064884 0.3549017061505999 -0.36468538632759684 -0.44067947843339711 0.2974084968824644 -0.077146937267554588 -0.20636070350805921 -0.3248417607943217 0.093932385444641109 0.26256622791290285 leaf_weight=133124 32 20 33 39 28 26 45 37 577 24 24 28 29 leaf_count=133124 32 20 33 39 28 26 45 37 577 24 24 28 29 internal_value=0 0.000984517 0.208875 0.000739083 0.000900861 0.00082676 -0.262397 0.00089782 0.000815764 0.0476989 0.10807 0.0302262 0.179729 internal_weight=0 133989 158 133831 133792 133764 77 133738 133701 125 101 81 57 internal_count=134066 133989 158 133831 133792 133764 77 133738 133701 125 101 81 57 is_linear=0 shrinkage=0.01 Tree=564 num_leaves=21 num_cat=1 split_feature=8 6 25 3 2 3 2 0 11 13 2 17 17 17 18 11 2 5 8 8 split_gain=51103.2 72685.2 46575.6 215562 132805 98055.2 100989 96868 63727.3 62475.7 46000.8 40260.4 46090.2 289815 75733.7 25039.9 14522.3 16066.7 1982.46 53.2404 threshold=574.83500000000015 93.171250000000015 0 782.62500000000011 1048.2900000000002 316.16700000000009 155.87100000000004 1083.9006000000002 493.04250000000008 673.83140000000014 272.73498000000006 577.6975000000001 109.37875000000001 137.95300000000003 426.32200000000006 650.90000000000009 12.359700000000002 4.7430000000000012 808.31735000000015 1066.3056000000001 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 18 3 7 5 8 16 11 9 10 -4 12 14 -14 -1 -10 17 -7 -2 -20 right_child=1 -3 4 -5 -6 6 -8 -9 15 -11 -12 -13 13 -15 -16 -17 -18 -19 19 -21 leaf_value=0.012966052676134307 -0.034249458673753237 -0.74762630178814848 -0.0014972543922101031 0.86197657744089773 -0.76130193959111747 -0.1376306005304021 -0.86355988296595487 0.70928666782379157 0.60843127835880628 0.55774004316329961 0.14390547125711353 -0.36593235969543458 1.308522479057312 -0.00012032119794325395 -0.56118884317252948 0.15760333018643516 0.10916762220859529 -0.44162646651268006 -0.12267581423123679 -0.14519360698404765 leaf_weight=20105 38 21 113123 30 23 133 22 20 22 20 218 28 20 110 23 28 20 20 21 21 leaf_count=20105 38 21 113123 30 23 133 22 20 22 20 218 28 20 110 23 28 20 20 21 21 internal_value=0 -0.224029 0.000994436 0.0149283 -0.00150047 -0.00134677 -0.225397 0.0136842 -0.000961541 -0.00111897 -0.00121759 0.0129984 0.0135222 0.201209 0.01231 0.355968 -0.144243 -0.177369 -0.0865842 -0.133935 internal_weight=0 101 133965 20336 113629 113606 195 20306 113411 113361 113341 20286 20258 130 20128 50 173 153 80 42 internal_count=134066 101 133965 20336 113629 113606 195 20306 113411 113361 113341 20286 20258 130 20128 50 173 153 80 42 cat_boundaries=0 6 cat_threshold=4227072 604373009 33703940 1879908480 16912450 6299697 is_linear=0 shrinkage=0.01 Tree=565 num_leaves=25 num_cat=5 split_feature=0 4 25 24 24 3 3 4 25 4 24 18 0 0 6 3 4 4 4 0 18 0 0 0 split_gain=131592 141942 77149.9 117601 73846 54361.7 53407.6 42336.1 58754.4 47131.1 38206.4 35893 29929.8 32882.4 29409.5 12404.9 8305 7540.2 3738.18 3533.8 3030.82 2502.99 2404.27 606.05 threshold=393.76511200000004 93.927000000000007 0 1 2 1048.2900000000002 25.511000000000006 293.48250000000002 3 274.90450000000004 4 475.19100000000009 430.17000000000002 782.62500000000011 650.90000000000009 86.458750000000023 543.53000000000009 337.69674000000003 400.30000000000007 478.01250000000005 678.28640000000007 638.18750000000011 539.75000000000011 782.62500000000011 decision_type=2 2 9 1 1 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 3 -1 12 7 19 9 15 11 18 14 -2 22 -4 16 -9 -12 -10 -6 -13 -21 -14 -23 right_child=1 -3 5 -5 6 -7 -8 8 10 -11 17 20 13 -15 -16 -17 -18 -19 -20 21 -22 23 -24 -25 leaf_value=0.050861137708028158 -0.28395399536405291 -0.83889890454709537 -0.00020550016199621127 -0.4054085134057438 -0.12353218240122642 0.40550872802734378 -0.77161962604522705 -0.17639095783233644 -0.079573711882466855 0.35673736652812443 -0.039573208434241162 0.18652031350135803 0.20111612731760201 -0.12132650403415456 -0.20378311490508871 -0.50063433262018064 -0.37520359056837421 0.14530369075731589 -0.19436949648164414 -0.31391274029867988 0.35026138498232917 -0.16911146496733029 0.32182799845030813 -0.23238374884535629 leaf_weight=110 21 32 133258 109 31 33 20 55 46 37 28 20 33 34 71 26 34 104 74 35 26 24 33 41 leaf_count=110 21 32 133258 109 31 33 20 55 46 37 28 20 33 34 71 26 34 104 74 35 26 24 33 41 internal_value=0 -0.208918 -0.000627394 -0.184019 -0.134802 -0.000313476 -0.272269 -0.000413606 -0.107671 -0.000118555 -0.0154206 -0.000217552 0.0547254 0.131321 -0.000313909 -0.283799 -0.252342 0.0986164 -0.138798 -0.216816 0.27907 -0.245734 0.261472 -0.209022 internal_weight=0 304 134031 219 272 133812 151 133779 367 133412 252 133375 121 100 133329 115 89 132 120 131 46 100 66 65 internal_count=134335 304 134031 219 272 133812 151 133779 367 133412 252 133375 121 100 133329 115 89 132 120 131 46 100 66 65 cat_boundaries=0 6 7 8 13 14 cat_threshold=0 2 4 0 8192 8192 1118 3114 32768 0 1024 0 1 2444 is_linear=0 shrinkage=0.01 Tree=566 num_leaves=20 num_cat=4 split_feature=25 24 26 4 25 10 10 6 2 6 2 4 10 7 24 2 26 26 4 split_gain=91766.3 107255 109239 77082.7 81751.2 72176.4 54494 51817.4 114487 110241 48935.6 46301.6 39589.2 29721.9 29172.2 24226.6 4742.53 3553.27 2930.51 threshold=0 1 2022.5000000000002 293.48250000000002 2 13.713750000000003 10.215087500000001 1043.5418000000002 1048.2900000000002 783.48000000000013 21.745000000000005 274.90450000000004 362.49400000000003 18.285000000000004 3 3.2926500000000005 2022.5000000000002 2022.5000000000002 337.69674000000003 decision_type=9 1 2 2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 2 -1 7 5 10 13 8 9 11 17 12 -2 14 18 -16 -3 -5 -6 right_child=3 16 -4 4 6 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 leaf_value=-0.28146216491173054 -0.00043287799295505739 -0.37474212743617868 0.33228427854077569 -0.31471337532997135 -0.25192233755474996 0.10426012702610182 -0.52058944228020576 -0.46494596948226297 0.58868821201902455 0.59587375671632825 -0.95973479795455929 0.35316999332324878 -0.15137030487006325 0.3584979869070507 0.017468880401717294 0.3946735600062779 -0.50443660732042994 -0.46207157078716493 -0.12230764255072307 leaf_weight=58 133420 54 58 30 21 23 22 24 33 31 20 37 174 21 90 21 59 36 103 leaf_count=58 133420 54 58 30 21 23 22 24 33 31 20 37 174 21 90 21 59 36 103 internal_value=0 -0.196863 0.0233943 -0.000738991 -0.141666 -0.360275 -0.0415008 -0.000331184 -0.00024778 -0.000393183 -0.526403 -0.000531506 -0.000629467 -0.00195021 -0.0341605 0.0814904 -0.406486 -0.395091 -0.133493 internal_weight=0 229 116 134106 387 109 278 133719 133695 133662 86 133631 133594 256 235 111 113 66 124 internal_count=134335 229 116 134106 387 109 278 133719 133695 133662 86 133631 133594 256 235 111 113 66 124 cat_boundaries=0 6 7 10 11 cat_threshold=0 2 4 0 8192 8192 1118 32768 0 1024 3212 is_linear=0 shrinkage=0.01 Tree=567 num_leaves=24 num_cat=2 split_feature=0 7 24 2 4 18 0 3 3 24 1 1 1 2 9 4 0 3 3 0 0 2 0 split_gain=128629 211570 107584 81684.3 64065.1 57226 41986.5 279775 142580 106070 41696.9 40519.2 29975.8 25064.7 23056.5 11856.3 9930.76 9234.44 5500.88 3733.35 9440.62 3341.67 1909.07 threshold=393.76511200000004 110.26392000000003 0 1048.2900000000002 441.87500000000006 751.80750000000012 213.3887 273.10998000000006 782.62500000000011 1 1066.3056000000001 27.609000000000005 6.2950000000000008 5.6142500000000011 13.016250000000001 1048.2900000000002 539.75000000000011 121.80050000000001 1048.2900000000002 478.01250000000005 638.18750000000011 3.2926500000000005 782.62500000000011 decision_type=2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 11 4 5 6 8 9 10 -8 -1 16 13 19 15 17 -2 21 -10 -4 -21 -6 -18 right_child=1 -3 12 -5 14 -7 7 -9 18 -11 -12 -13 -14 -15 -16 -17 22 -19 -20 20 -22 -23 -24 leaf_value=-0.00074316735078697757 -0.078337437685798192 -1.0189209069465768 -0.066540230166527534 0.44032601367859614 -0.18256643426038474 0.53438595747947693 -0.097592959381250982 1.2521200859546662 -0.36605055523641183 0.21257657874169664 0.36027520313858985 0.55449159026145933 -0.55341551125049593 -0.54315835809707647 0.13112594718024845 -0.43115620125894966 0.20354542484650245 -0.3820047587440128 -0.54601202338082455 -0.33213988423347474 -0.11945165352026622 -0.059234773431505475 0.0735917615890503 leaf_weight=133226 34 29 31 42 102 20 239 20 33 189 32 20 32 20 21 23 26 21 35 32 60 28 20 leaf_count=133226 34 29 31 42 102 20 239 20 33 189 32 20 32 20 21 23 26 21 35 32 60 28 20 internal_value=0 -0.206543 -0.120874 -0.000611127 -0.000749343 -0.00048536 -0.000565327 0.0960815 -0.000890078 0.042061 -0.000656474 0.138094 -0.261788 -0.214836 -0.181874 -0.21965 0.0512568 -0.187433 -0.458678 -0.16145 -0.19343 -0.156003 0.147044 internal_weight=0 304 275 134031 133989 133794 133774 448 133326 428 133258 100 175 143 195 174 80 151 68 123 92 130 46 internal_count=134335 304 275 134031 133989 133794 133774 448 133326 428 133258 100 175 143 195 174 80 151 68 123 92 130 46 cat_boundaries=0 1 2 cat_threshold=1826 3235 is_linear=0 shrinkage=0.01 Tree=568 num_leaves=20 num_cat=1 split_feature=0 7 2 4 18 25 3 1 1 2 1 26 0 0 5 3 4 26 4 split_gain=126069 207360 80058.8 62790.3 56087.2 50468.1 45404.7 57513.4 44106.1 49164 47149 26998.6 14353.9 16529.5 8653.26 16064.3 13555.7 11399.6 1481.79 threshold=393.76511200000004 110.26392000000003 1048.2900000000002 441.87500000000006 751.80750000000012 0 1048.2900000000002 1066.3056000000001 194.58675000000002 12.987 8.0855000000000015 2022.5000000000002 1083.9006000000002 782.62500000000011 8.0855000000000015 118.99000000000002 648.37500000000011 2022.5000000000002 779.31175000000019 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 3 4 5 11 7 -7 9 10 12 -1 13 -2 15 16 17 -5 -18 right_child=1 -3 -4 14 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 18 -19 -20 leaf_value=-0.35934264259953652 -0.063716696939534606 -1.0087316972222822 0.43592272508712043 0.13859404996037483 0.52904209589958195 -0.00055558967192425235 0.37626855432987216 0.44482645528069858 0.28081636047363284 -0.52573530904948718 -0.54494539434259592 -0.05782643134133858 -0.27081572991830333 0.21484563694000244 -0.32248416566848753 -0.39985589720986109 -0.14691364318664585 -0.12534571574793923 -0.23997186461632905 leaf_weight=62 144 29 42 30 20 133594 32 29 25 32 22 57 27 25 35 22 28 36 44 leaf_count=62 144 29 42 30 20 133594 32 29 25 32 22 57 27 25 35 22 28 36 44 internal_value=0 -0.204478 -0.00060493 -0.000741763 -0.000480421 -0.000559587 -0.000368704 -0.000458929 -0.119665 -0.159714 -0.105986 -0.198259 -0.0567147 -0.0225093 -0.180055 -0.148899 -0.108891 -0.00537309 -0.203783 internal_weight=0 304 134031 133989 133794 133774 133655 133623 275 250 218 119 196 169 195 160 138 66 72 internal_count=134335 304 134031 133989 133794 133774 133655 133623 275 250 218 119 196 169 195 160 138 66 72 cat_boundaries=0 6 cat_threshold=0 2 0 0 8192 8192 is_linear=0 shrinkage=0.01 Tree=569 num_leaves=21 num_cat=3 split_feature=0 7 24 2 25 24 26 3 1 1 18 1 6 2 0 0 0 18 26 0 split_gain=123560 203234 105384 78465.6 61539.7 113100 102747 50251 46594.7 39920.9 34097 29428.2 29178.7 24007.6 9719.47 3653.59 9265.4 3055.83 2116.37 1874.89 threshold=393.76511200000004 110.26392000000003 0 1048.2900000000002 1 2 2022.5000000000002 1048.2900000000002 1066.3056000000001 27.609000000000005 475.19100000000009 6.2950000000000008 650.90000000000009 5.6142500000000011 539.75000000000011 478.01250000000005 638.18750000000011 678.28640000000007 2022.5000000000002 782.62500000000011 decision_type=2 2 1 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 9 4 5 6 -1 8 10 14 12 13 -6 15 -2 -4 -17 -12 -7 -16 right_child=1 -3 11 -5 7 18 -8 -9 -10 -11 17 -13 -14 -15 19 16 -18 -19 -20 -21 leaf_value=-0.24068982934052091 -0.076639467407675355 -0.99864437958289842 -0.065237657639288141 0.43156353655315582 -0.00062296272960870626 -0.37544533225725285 0.3790946993121394 0.3957711887359619 0.40024312775710535 0.55107385468482972 0.17909840243783864 -0.54684879034757616 -0.19662018378314219 -0.53270043313503268 0.20232480892768273 -0.32818131923675536 -0.11747607298692067 0.33923364657622118 -0.46439684028978706 0.0735397801399231 leaf_weight=53 34 29 31 42 133590 53 54 32 29 20 22 32 76 20 26 32 60 26 54 20 leaf_count=53 34 29 31 42 133590 53 54 32 29 20 22 32 76 20 26 32 60 26 54 20 internal_value=0 -0.202433 -0.118469 -0.000598881 -0.000734346 -0.166346 0.0659363 -0.000456948 -0.000551785 0.1377 -0.00063871 -0.257978 -0.000734403 -0.211376 0.0515687 -0.159128 -0.190765 0.265838 -0.384411 0.146331 internal_weight=0 304 275 134031 133989 214 107 133775 133743 100 133714 175 133666 143 80 123 92 48 107 46 internal_count=134335 304 275 134031 133989 214 107 133775 133743 100 133714 175 133666 143 80 123 92 48 107 46 cat_boundaries=0 1 7 8 cat_threshold=1826 0 2 4 0 8192 8192 3150 is_linear=0 shrinkage=0.01 Tree=570 num_leaves=21 num_cat=5 split_feature=25 3 10 3 9 7 24 25 10 4 0 25 10 24 26 7 26 26 26 26 split_gain=99593.4 76777.7 64155.4 131189 59182.9 67083.2 46442.7 68390.5 41084.5 38732.4 34748.6 12312.7 10739.3 7714.96 7045 5230.22 3136.29 1822.82 1445.72 169.377 threshold=0 273.10998000000006 638.18750000000011 1048.2900000000002 1037.4750000000001 783.48000000000013 1 2 396.4661000000001 53.227330000000002 24.018750000000004 3 747.99000000000012 4 2022.5000000000002 1042.2668000000001 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 1 9 2 2 2 9 2 1 2 2 2 2 2 2 left_child=1 6 3 4 5 8 7 16 10 -10 -2 18 -4 19 -9 -7 -1 -15 -8 -13 right_child=2 -3 12 -5 -6 15 11 14 9 -11 -12 13 -14 17 -16 -17 -18 -19 -20 -21 leaf_value=0.24746634409977841 -0.0010242009719583381 -0.71990431594848636 0.49864600398323755 -0.67308711874073957 -0.53125279608226961 -0.48424665709336601 -0.031319422777308974 -0.058578992512491011 -0.10396645696049457 -0.59856290531158451 0.027003712959843124 -0.094494247069725631 0.22357601376716049 -0.23252168145030738 -0.18552786044513478 -0.27078408097001638 0.14536063032490867 -0.18493528310163523 -0.095277179320653271 -0.068845898310343434 leaf_weight=65 128575 20 22 29 21 24 86 90 76 20 4581 52 40 160 85 22 56 162 60 51 leaf_count=65 128575 20 22 29 21 24 86 90 76 20 4581 52 40 160 85 22 56 162 60 51 internal_value=0 -0.106145 -0.000421204 -0.000570765 -0.000424477 -0.000340849 -0.0932115 0.0104037 -0.000209043 -0.207007 -5.99495e-05 -0.144575 0.321181 -0.173765 -0.11374 -0.382156 0.184928 -0.202298 -0.0539109 -0.0745561 internal_weight=0 887 133410 133348 133319 133298 867 296 133252 96 133156 571 62 425 175 46 121 322 146 103 internal_count=134297 887 133410 133348 133319 133298 867 296 133252 96 133156 571 62 425 175 46 121 322 146 103 cat_boundaries=0 6 7 12 18 19 cat_threshold=1048576 262145 4100 0 8192 2162721 149 0 0 4096 0 8192 0 0 0 0 0 2162689 1026 is_linear=0 shrinkage=0.01 Tree=571 num_leaves=21 num_cat=5 split_feature=25 3 10 3 9 7 2 3 4 24 25 25 10 24 26 7 26 26 26 26 split_gain=97611.5 75249.8 62878.7 128579 58005.1 65748.2 48325.7 258656 49695.6 45518.4 67029.5 12067.6 10525.6 7561.43 6904.81 5126.13 3073.88 1786.55 1416.95 166.007 threshold=0 273.10998000000006 638.18750000000011 1048.2900000000002 1037.4750000000001 783.48000000000013 272.73498000000006 11.163000000000002 779.31175000000019 1 2 3 747.99000000000012 4 2022.5000000000002 1042.2668000000001 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 1 9 9 2 1 2 2 2 2 2 2 left_child=1 9 3 4 5 6 8 -8 -2 10 16 18 -4 19 -12 -7 -1 -15 -11 -13 right_child=2 -3 12 -5 -6 15 7 -9 -10 11 14 13 -14 17 -16 -17 -18 -19 -20 -21 leaf_value=0.24499169657780573 -0.00041776406439155187 -0.71270527124404903 0.49365954875946044 -0.66635626036545337 -0.52594026565551755 -0.47940418044726052 -0.010841844171107173 0.63901759138107306 -0.30384193611089833 -0.031006226206934731 -0.057993206699689229 -0.093549305108877337 0.22134025596454743 -0.23019646558910609 -0.18367258265439201 -0.26807624013586479 0.14390701413154602 -0.18308593062706938 -0.094324407100677479 -0.068157441756304574 leaf_weight=65 132789 20 22 29 21 24 334 75 54 86 90 52 40 160 85 22 56 162 60 51 leaf_count=65 132789 20 22 29 21 24 334 75 54 86 90 52 40 160 85 22 56 162 60 51 internal_value=0 -0.105084 -0.000416992 -0.000565057 -0.000420232 -0.000337441 -0.000206952 0.108326 -0.000541104 -0.0922794 0.0102997 -0.143129 0.31797 -0.172027 -0.112603 -0.378334 0.183078 -0.200275 -0.0533718 -0.0738106 internal_weight=0 887 133410 133348 133319 133298 133252 409 132843 867 296 571 62 425 175 46 121 322 146 103 internal_count=134297 887 133410 133348 133319 133298 133252 409 132843 867 296 571 62 425 175 46 121 322 146 103 cat_boundaries=0 6 7 12 18 19 cat_threshold=1048576 262145 4100 0 8192 2162721 149 0 0 4096 0 8192 0 0 0 0 0 2162689 1026 is_linear=0 shrinkage=0.01 Tree=572 num_leaves=21 num_cat=5 split_feature=25 3 10 3 9 7 2 3 4 24 25 25 10 24 26 7 26 26 26 26 split_gain=95669 73752.3 61627.4 126020 56850.8 64439.8 47364 253509 48706.6 44612.6 65695.6 11827.5 10316.2 7444.26 6767.4 5024.12 3718.5 3012.71 1388.75 9.87872 threshold=0 273.10998000000006 638.18750000000011 1048.2900000000002 1037.4750000000001 783.48000000000013 272.73498000000006 11.163000000000002 779.31175000000019 1 2 3 747.99000000000012 4 2022.5000000000002 1042.2668000000001 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 1 9 9 2 1 2 2 2 2 2 2 left_child=1 9 3 4 5 6 8 -8 -2 10 17 18 -4 16 -12 -7 -13 -1 -11 -15 right_child=2 -3 12 -5 -6 15 7 -9 -10 11 14 13 -14 19 -16 -17 -18 -19 -20 -21 leaf_value=0.24254177357600284 -0.00041358646712589577 -0.70557821226119999 0.4887229509787126 -0.6596926958807583 -0.52068086578732453 -0.47461014052232109 -0.010733427848823055 0.63262743056615189 -0.30080351674756794 -0.030696162844813149 -0.057413278328047865 -0.15754839804685003 0.21912686057388783 -0.23258437810625349 -0.18183585598889518 -0.26539547603238711 -0.073163440624872844 0.14246794164180757 -0.093381161530812579 -0.22830558678051371 leaf_weight=65 132789 20 22 29 21 24 334 75 54 86 90 107 40 105 85 22 102 56 60 111 leaf_count=65 132789 20 22 29 21 24 334 75 54 86 90 107 40 105 85 22 102 56 60 111 internal_value=0 -0.104033 -0.000412823 -0.000559407 -0.00041603 -0.000334066 -0.000204883 0.107242 -0.000535693 -0.0913566 0.0101967 -0.141698 0.31479 -0.170307 -0.111477 -0.374551 -0.111052 0.181247 -0.0528381 -0.220192 internal_weight=0 887 133410 133348 133319 133298 133252 409 132843 867 296 571 62 425 175 46 209 121 146 216 internal_count=134297 887 133410 133348 133319 133298 133252 409 132843 867 296 571 62 425 175 46 209 121 146 216 cat_boundaries=0 6 7 12 18 19 cat_threshold=1048576 262145 4100 0 8192 2162721 149 0 0 4096 0 8192 0 0 0 0 0 2162689 3138 is_linear=0 shrinkage=0.01 Tree=573 num_leaves=24 num_cat=5 split_feature=25 10 10 6 2 9 6 24 25 4 4 12 24 25 26 10 26 10 26 10 26 4 26 split_gain=93765.2 60401 64432.2 53252 52936.4 271681 269046 51410.7 55667.4 48067 35686.6 33120.1 25951.5 25034.4 19449.7 10110.9 1698.74 1691.05 697.583 518.334 68.0199 13.849 1.68917 threshold=0 638.18750000000011 396.4661000000001 1043.5418000000002 272.73498000000006 108.44300000000003 112.07422500000001 1 2 53.227330000000002 779.31175000000019 93.857500000000016 3 4 2022.5000000000002 747.99000000000012 2022.5000000000002 482.16800000000006 2022.5000000000002 442.27000000000004 2022.5000000000002 1048.2900000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 1 9 2 2 2 1 9 2 2 2 2 2 2 2 2 2 left_child=7 2 3 4 10 6 -6 8 16 17 11 -2 18 20 -14 -3 -1 19 -10 -4 -9 -12 -15 right_child=1 15 9 -5 5 -7 -8 13 12 -11 21 -13 14 22 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.08346827537782732 -0.00091648831584297517 0.48383576479825108 -0.13160869963791061 -0.49231427249583337 -0.024771824753553853 1.1027301850685707 1.0486274845123291 -0.26236708889836852 -0.21506302464392879 -0.68023493040175664 -0.26751541742020185 0.063782148120910792 0.063250436991760417 -0.092589939042141564 -0.15928125103314719 0.21693559430539608 0.14531574692445642 -0.19285038908038821 -0.26289368216196696 -0.062000524550676346 -0.27329148083661514 -0.2571864100813866 -0.090732383586392559 leaf_weight=93 131974 22 23 22 354 26 25 115 62 21 27 796 97 95 66 40 85 35 60 20 113 25 101 leaf_count=93 131974 22 23 22 354 26 25 115 62 21 27 796 97 95 66 40 85 35 60 20 113 25 101 internal_value=0 -0.000408694 -0.000553813 -0.000364341 -0.000283105 0.11387 0.0460329 -0.102993 -0.0282673 -0.255573 -0.00063118 -0.000528599 -0.113508 -0.18206 -0.0253021 0.311642 0.106991 -0.141241 -0.220512 -0.0992328 -0.25653 -0.26255 -0.0871845 internal_weight=0 133410 133348 133249 133227 405 379 887 463 99 132822 132770 285 424 163 62 178 78 122 43 228 52 196 internal_count=134297 133410 133348 133249 133227 405 379 887 463 99 132822 132770 285 424 163 62 178 78 122 43 228 52 196 cat_boundaries=0 6 7 12 13 18 cat_threshold=1048576 262145 4100 0 8192 2162721 1175 0 0 4096 0 8192 1156 0 0 4100 0 8192 is_linear=0 shrinkage=0.01 Tree=574 num_leaves=16 num_cat=0 split_feature=9 7 1 2 7 9 2 12 7 11 7 23 0 1 7 split_gain=85007.4 94794.7 39691.4 45749 262865 182658 127306 37296.4 167031 111298 81708.4 31455.9 10608.1 19541.1 2929.8 threshold=1037.4750000000001 783.48000000000013 789.60480000000007 272.73498000000006 188.93193000000005 110.69500000000002 397.42490000000004 93.857500000000016 336.95674000000002 232.77000000000001 650.90000000000009 13.455000000000002 77.552000000000007 1066.3056000000001 1042.2668000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 5 6 -5 10 9 -9 11 -1 13 -4 -3 right_child=-2 14 12 4 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.0014667925000569665 -0.5841491802215576 -0.48426661977061519 -0.33154290414625598 0.2060579937844543 1.0768398284912111 0.97147768521308908 -0.1622530275132921 0.017926401460170747 0.96856214427948006 0.57932274473680034 -0.61079535657709294 0.15724179975509645 -0.42292789936065672 0.029592810005977237 -0.34068009652694065 leaf_weight=132724 25 27 31 161 26 20 225 775 20 37 22 125 20 29 30 leaf_count=132724 25 27 31 161 26 20 225 775 20 37 22 125 20 29 30 internal_value=0 -0.000974438 -0.000801282 -0.000668475 0.102074 0.0396501 -0.00863107 -0.00100044 0.0657442 0.0435073 -0.00141837 -0.00131746 -0.223477 -0.156994 -0.408695 internal_weight=0 134272 134215 134135 432 406 386 133703 832 812 132871 132849 80 60 57 internal_count=134297 134272 134215 134135 432 406 386 133703 832 812 132871 132849 80 60 57 is_linear=0 shrinkage=0.01 Tree=575 num_leaves=17 num_cat=7 split_feature=3 25 24 0 25 24 25 24 24 9 9 14 9 26 26 26 split_gain=55473.5 42475.9 81745.4 43848.2 31802.9 231409 45832.3 71537.2 61428.3 43575 39951.7 120148 42957.8 27186.3 12408.4 10.5239 threshold=1048.2900000000002 0 1 1083.9006000000002 2 3 4 5 6 1037.4750000000001 264.73700000000002 109.93000000000002 68.472500000000011 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 9 1 9 1 1 2 2 2 2 2 2 2 left_child=1 2 14 4 5 13 8 -8 -7 10 12 -12 -6 -3 -1 -4 right_child=-2 3 15 -5 9 6 7 -9 -10 -11 11 -13 -14 -15 -16 -17 leaf_value=0.23142391242980956 0.37700120876996951 0.33699142671980953 -0.24137475211249323 0.35397400229317805 -0.00068522030479194142 0.10160195497366098 0.25559804870605468 -0.09085132408542794 -0.18200133345708125 0.43485839926678205 -0.17485746470822705 0.5488894239425659 0.064209168042846251 0.64780565126736966 0.010790149982158954 -0.2459745730976067 leaf_weight=50 39 53 98 35 132133 107 115 109 228 23 278 25 1028 60 52 101 leaf_count=50 39 53 98 35 132133 107 115 109 228 23 278 25 1028 60 52 101 internal_value=0 -0.000200438 -0.116932 7.01018e-05 -2.2221e-05 0.0680916 -0.0180851 0.0903353 -0.0910982 -0.000370192 -0.000445224 -0.115142 -0.000184237 0.46121 0.108324 -0.232049 internal_weight=0 134495 301 134194 134159 672 559 224 335 133487 133464 303 133161 113 102 199 internal_count=134534 134495 301 134194 134159 672 559 224 335 133487 133464 303 133161 113 102 199 cat_boundaries=0 4 5 11 12 17 18 19 cat_threshold=2147483648 0 4 134217728 232 0 2 4096 16842752 33562688 8192 5 0 2 4096 0 8192 824 1664 is_linear=0 shrinkage=0.01 Tree=576 num_leaves=15 num_cat=0 split_feature=3 18 3 1 5 2 0 4 1 4 3 0 26 3 split_gain=54369.6 36161.8 36112.9 130857 66589.9 50172.3 60603.7 46586.7 39256.4 20852.8 15170.6 10759.5 709.181 298.89 threshold=1048.2900000000002 678.28640000000007 400.30000000000007 75.716250000000016 139.25250000000003 1048.2900000000002 782.62500000000011 779.31175000000019 40.336500000000008 26.787500000000005 442.27000000000004 1083.9006000000002 2022.5000000000002 544.35000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 9 6 7 8 -1 10 -4 -8 -9 -5 right_child=-2 -3 3 13 -6 -7 11 12 -10 -11 -12 -13 -14 -15 leaf_value=-0.0010298608740004107 0.37323122317974383 0.38009114131927491 0.19806941327841388 -0.61018382453918452 0.53215677714347842 0.34147071971449744 0.16925891721248626 -0.22879317583861172 0.035019911316164408 -0.38190764054656029 -0.082867751139829054 0.40755811585320367 -0.29582197948702071 -0.66419985112689783 leaf_weight=130973 39 25 23 20 20 43 40 27 3092 20 117 36 38 21 leaf_count=130973 39 25 23 20 20 43 40 27 3092 20 117 36 38 21 internal_value=0 -0.000198371 -0.000269073 -0.127995 -0.0118608 -5.88113e-05 -0.000168238 -0.000328197 -0.000198429 -0.079863 -0.0367138 0.282137 -0.267979 -0.637851 internal_weight=0 134495 134470 221 180 134249 134206 134130 134065 160 140 76 65 41 internal_count=134534 134495 134470 221 180 134249 134206 134130 134065 160 140 76 65 41 is_linear=0 shrinkage=0.01 Tree=577 num_leaves=15 num_cat=2 split_feature=3 25 24 18 4 3 1 5 3 1 1 26 3 26 split_gain=53287.6 41671.8 80112.9 45358.2 35826.8 31311 132183 62794.2 50284.7 204559 38087.5 12171.7 292.942 10.6041 threshold=1048.2900000000002 0 1 678.28640000000007 1048.2900000000002 400.30000000000007 75.716250000000016 139.25250000000003 77.170100000000005 438.37500000000006 40.336500000000008 2022.5000000000002 544.35000000000002 2022.5000000000002 decision_type=2 9 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 11 4 5 8 7 -7 10 -10 -3 -1 -8 -4 right_child=-2 3 13 -5 -6 6 12 -9 9 -11 -12 -13 -14 -15 leaf_value=0.22909296455383302 0.36949891163752635 -0.00134869650381544 -0.23898247367417327 0.43476527412732446 0.31989298985685621 -0.068770500073427124 -0.6040819873809814 0.52683522534370431 0.043853628513156155 1.0378394131433395 0.035295093525637838 0.010574299372159517 -0.65755784556979224 -0.24359979015765806 leaf_weight=50 39 129529 98 24 35 154 20 20 1470 21 2900 52 21 101 leaf_count=50 39 129529 98 24 35 154 20 20 1470 21 2900 52 21 101 internal_value=0 -0.000196387 -0.115818 7.15794e-05 -6.17224e-06 -8.96439e-05 -0.120671 -0.000310072 0.000103942 0.0578534 -0.000546251 0.107183 -0.631472 -0.229779 internal_weight=0 134495 301 134194 134170 134135 215 174 133920 1491 132429 102 41 199 internal_count=134534 134495 301 134194 134170 134135 215 174 133920 1491 132429 102 41 199 cat_boundaries=0 4 5 cat_threshold=2147483648 0 4 134217728 232 is_linear=0 shrinkage=0.01 Tree=578 num_leaves=12 num_cat=3 split_feature=3 25 24 18 0 2 4 25 26 26 26 split_gain=52227.2 40842.6 78518.6 44455.5 41920.8 44125.3 46032.7 39941.8 11929.5 2051.31 10.3931 threshold=1048.2900000000002 0 1 678.28640000000007 1083.9006000000002 1048.2900000000002 779.31175000000019 2 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 2 2 2 9 2 2 2 left_child=1 2 8 4 5 6 7 -3 -1 -8 -4 right_child=-2 3 10 -5 -6 -7 9 -9 -10 -11 -12 leaf_value=0.22680203304290772 0.36580395282843176 0.18541213602855286 -0.23659264896293078 0.43041760464509332 0.34603221293858122 0.32791253776085089 -0.1951925922393799 -0.00022829955259352688 0.010468544226426344 -0.31066331403702502 -0.24116379067449287 leaf_weight=50 39 106 98 24 35 41 25 133923 52 40 101 leaf_count=50 39 106 98 24 35 41 25 133923 52 40 101 internal_value=0 -0.000194423 -0.11466 7.08636e-05 -6.11047e-06 -9.64027e-05 -0.000196693 -6.76647e-05 0.106111 -0.266251 -0.227481 internal_weight=0 134495 301 134194 134170 134135 134094 134029 102 65 199 internal_count=134534 134495 301 134194 134170 134135 134094 134029 102 65 199 cat_boundaries=0 4 5 10 cat_threshold=2147483648 0 4 134217728 232 0 2 0 0 8192 is_linear=0 shrinkage=0.01 Tree=579 num_leaves=16 num_cat=3 split_feature=3 25 4 9 2 13 14 2 26 25 1 1 25 26 26 split_gain=51187.9 40029.9 35556 30769.8 186791 134879 130767 50812.8 77666.8 44457.6 36799.2 33177.6 4356 4763.59 342.506 threshold=1048.2900000000002 0 1048.2900000000002 264.73700000000002 139.99850000000004 86.812500000000014 98.818100000000001 783.48000000000013 2022.5000000000002 1 40.336500000000008 22.686328000000007 2 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 9 2 2 9 2 2 left_child=1 12 3 7 5 6 -5 9 -9 11 -11 -3 14 -14 -1 right_child=-2 2 -4 4 -6 -7 -8 8 -10 10 -12 -13 13 -15 -16 leaf_value=-0.053088611163102185 0.36214586013402694 0.098101883821665958 0.31875845091683525 -0.13529366469316517 -0.8485462327003479 0.77216855835914622 0.70293427300453193 -0.12249732765658149 0.55719652843475342 -0.0011320104655189931 0.033996921599968331 -0.2138852659861247 -0.10760133746644142 -0.22046916339970843 -0.083215982591783672 leaf_weight=77 39 641 35 268 30 20 20 29 40 130023 3052 36 71 79 74 leaf_count=77 39 641 35 268 30 20 20 29 40 130023 3052 36 71 79 74 internal_value=0 -0.000192341 7.0293e-05 -1.28426e-05 -0.0953048 -0.0219372 -0.0770834 0.000227842 0.271528 8.78839e-05 -0.000326324 0.0803252 -0.113513 -0.156605 -0.0636385 internal_weight=0 134495 134194 134159 338 308 288 133821 69 133752 133075 677 301 150 151 internal_count=134534 134495 134194 134159 338 308 288 133821 69 133752 133075 677 301 150 151 cat_boundaries=0 4 10 14 cat_threshold=2147483648 0 4 134217728 0 3 4096 65536 33562688 8192 0 0 0 134217728 is_linear=0 shrinkage=0.01 Tree=580 num_leaves=22 num_cat=4 split_feature=5 5 7 6 10 5 5 8 24 25 24 6 24 1 4 26 26 7 5 5 5 split_gain=48600.2 42331 59533.3 86668.7 50045.3 31466.8 58149.1 185902 129190 37688.5 80726.8 67039.9 37264.6 49427.6 37620 30081.9 19098.9 13902.9 10670.3 6327.95 1199.28 threshold=1066.3056000000001 545.08500000000015 442.89500000000004 154.71740000000003 1.6638000000000004 293.27220000000005 172.35100000000003 219.75337800000003 0 1 2 545.08500000000015 3 29.184500000000003 8.1130000000000013 2022.5000000000002 2022.5000000000002 783.48000000000013 366.02500000000003 783.48000000000013 442.27000000000004 decision_type=2 2 2 2 2 2 2 2 1 9 1 2 1 2 2 2 2 2 2 2 2 left_child=1 2 5 4 16 6 9 8 -8 10 -1 -11 13 20 18 -3 -4 -18 -14 -17 -7 right_child=-2 15 3 -5 -6 12 7 -9 -10 11 -12 -13 14 -15 -16 19 17 -19 -20 -21 -22 leaf_value=-0.036673384589870482 -0.39041607869789008 -0.01608494417087452 0.1661581222329821 -0.8064882138967514 -0.5708551329374314 -0.18103241402284312 0.34032359135456575 0.99456278681755073 -0.061126053454784252 -0.0011341443859156923 0.10560374493282115 -0.28372977220586371 0.056892077824528757 -0.69087751320430213 0.36404845466613772 0.26260850005679659 -0.20330871557367261 0.046870578643348482 -0.16355842821024083 0.47223699589570367 -0.10681611205592301 leaf_weight=675 32 37 35 20 20 64 107 23 250 131671 957 84 37 21 25 36 58 36 54 24 33 leaf_count=675 32 37 35 20 20 64 107 23 250 131671 957 84 37 21 25 36 58 36 54 24 33 internal_value=0 -0.000657335 -0.00080831 -0.188378 -0.10541 -0.00057175 -0.000369072 0.123158 0.067017 -0.000720982 0.0468925 -0.00131421 -0.116433 -0.231402 0.0188418 0.20817 -0.0332483 -0.107495 -0.0739247 0.34646 -0.155784 internal_weight=0 134267 134170 169 149 134001 133767 380 357 133387 1632 131755 234 118 116 97 129 94 91 60 97 internal_count=134299 134267 134170 169 149 134001 133767 380 357 133387 1632 131755 234 118 116 97 129 94 91 60 97 cat_boundaries=0 1 7 8 9 cat_threshold=1552 2148794368 67371011 4100 18448384 167903810 8192 3266 1182 is_linear=0 shrinkage=0.01 Tree=581 num_leaves=17 num_cat=2 split_feature=5 0 9 24 1 3 5 0 4 2 4 1 25 3 0 0 split_gain=47633.1 44544 445862 188784 198452 131373 109346 88620 78284.4 77711.5 49010.8 50239.2 48458.6 45348.6 27067.8 5196.54 threshold=1066.3056000000001 292.11750000000001 81.106025000000017 0 6.2950000000000008 1048.2900000000002 52.246250000000011 638.18750000000011 5.6142500000000011 1048.2900000000002 1048.2900000000002 1066.3056000000001 1 8.0855000000000015 362.49400000000003 430.17000000000002 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 5 3 7 6 9 13 14 -6 10 11 12 -1 -5 -3 -16 right_child=-2 2 -4 4 8 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 leaf_value=0.064171181823811693 -0.38651194082573059 0.0040108789602915449 1.4540834615541542 0.0021528474629417924 -0.36068751481863165 -0.58888968718679335 0.72862978553771973 0.92267480621337894 -1.1302010197639465 0.49190941333770755 -0.41927815309592653 0.40831925519307455 -0.0015067678648519229 -0.46250476173732596 0.49554092548110268 0.2994084995814732 leaf_weight=1123 32 30 23 242 39 38 20 25 20 32 28 30 132537 23 22 35 leaf_count=1123 32 30 23 242 39 38 20 25 20 32 28 30 132537 23 22 35 internal_value=0 -0.000650503 0.0956106 0.0270911 -0.0910024 -0.000995146 0.015635 0.365315 -0.62154 -0.000828118 -0.000946034 -0.000858419 -0.000950259 -0.0381759 0.247144 0.375109 internal_weight=0 134267 479 456 344 133788 285 112 59 133750 133718 133690 133660 265 87 57 internal_count=134299 134267 479 456 344 133788 285 112 59 133750 133718 133690 133660 265 87 57 cat_boundaries=0 1 7 cat_threshold=1344 2147483648 262147 4100 17367040 33694272 8192 is_linear=0 shrinkage=0.01 Tree=582 num_leaves=16 num_cat=2 split_feature=5 0 4 25 0 3 5 2 4 1 25 26 0 2 0 split_gain=46685.3 43657.5 267212 165579 297959 128759 101277 76165 48035.5 49239.4 47502.6 35891.1 23231.6 19644.6 1619.81 threshold=1066.3056000000001 292.11750000000001 232.66575000000003 0 393.76511200000004 1048.2900000000002 120.63500000000002 1048.2900000000002 1048.2900000000002 1066.3056000000001 1 2022.5000000000002 311.36400000000009 104.05000000000001 638.18750000000011 decision_type=2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 left_child=1 5 3 4 -3 7 12 8 9 10 -1 14 -5 -14 -6 right_child=-2 2 -4 6 11 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 leaf_value=0.063535136742367757 -0.38264682226639707 1.2670448151950178 1.0610329892900254 0.23388414870947599 0.32565579736232758 -0.58300080048410519 -0.6705236888848819 0.48699029922485354 -0.41508537054061889 0.40423606427510578 -0.0014917012546490551 -0.19130745303246283 -0.073656048704337368 0.23074501452238663 0.19838418436050415 leaf_weight=1123 32 29 27 32 20 38 26 32 28 30 132537 31 271 23 20 leaf_count=1123 32 29 27 32 20 38 26 32 28 30 132537 31 271 23 20 internal_value=0 -0.000643951 0.0946545 0.0369283 0.375405 -0.000985147 -0.067964 -0.000819789 -0.000936527 -0.000849788 -0.000940709 0.0640883 -0.0219919 -0.0498424 0.26202 internal_weight=0 134267 479 452 100 133788 352 133750 133718 133690 133660 71 326 294 40 internal_count=134299 134267 479 452 100 133788 352 133750 133718 133690 133660 71 326 294 40 cat_boundaries=0 3 9 cat_threshold=32768 0 4096 2147483648 262147 4100 17367040 33694272 8192 is_linear=0 shrinkage=0.01 Tree=583 num_leaves=17 num_cat=1 split_feature=5 0 9 24 1 26 5 2 4 0 4 1 1 1 0 0 split_gain=45756.2 42788.7 435257 185225 194625 131717 108263 78550.1 77393.7 69215.9 47040.9 35757 39403 41364.4 21804 18693.5 threshold=1066.3056000000001 292.11750000000001 81.106025000000017 0 6.2950000000000008 2022.5000000000002 52.246250000000011 1048.2900000000002 5.6142500000000011 478.01250000000005 1048.2900000000002 1066.3056000000001 789.60480000000007 543.20000000000016 393.76511200000004 478.01250000000005 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 5 6 14 15 10 -6 -7 11 12 13 -1 -3 -5 right_child=-2 2 -4 4 8 9 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.001135001559630222 -0.37882034674286841 -0.090222241220803107 1.4359281214423802 0.037513964505031187 -0.35698584617712564 0.45755159338315332 0.724108455657959 0.48684848207415954 -1.1221093478202822 1.2540935587882995 -0.4109345131261008 0.33857570525138608 -0.3575669135970454 0.2386181483997239 0.27184661816327998 -0.13121668626864752 leaf_weight=133593 32 29 23 145 39 24 20 33 20 20 28 31 31 72 39 120 leaf_count=133593 32 29 23 145 39 24 20 33 20 20 28 31 31 72 39 120 internal_value=0 -0.000637465 0.0937079 0.0260082 -0.0909292 0.361055 0.0146515 -0.000975249 -0.61635 0.819616 -0.00109561 -0.00100979 -0.00108853 -0.00100586 0.117435 -0.0388924 internal_weight=0 134267 479 456 344 112 285 133788 59 44 133755 133727 133696 133665 68 265 internal_count=134299 134267 479 456 344 112 285 133788 59 44 133755 133727 133696 133665 68 265 cat_boundaries=0 1 cat_threshold=1344 is_linear=0 shrinkage=0.01 Tree=584 num_leaves=25 num_cat=5 split_feature=12 0 0 9 24 26 3 4 3 2 0 0 25 24 6 25 9 0 11 0 25 4 12 12 split_gain=46123.5 63874.8 55724.7 433075 232479 136936 126315 124154 70342.1 55060 44874 105471 40432.5 63484.4 46743.2 42707 38637.1 26680.6 26388 25628.9 23513.7 19745.6 205.387 426.75 threshold=417.10750000000002 110.69500000000002 292.11750000000001 18.271250000000006 0 2022.5000000000002 1048.2900000000002 132.07150000000004 8.0855000000000015 1048.2900000000002 393.76511200000004 539.75000000000011 1 2 483.07500000000005 3 17.187000000000001 430.17000000000002 78.841250000000016 1083.9006000000002 4 31.694000000000006 490.96000000000009 768.82675000000006 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 9 1 2 9 2 2 2 2 9 2 2 2 left_child=2 18 6 4 5 10 9 8 19 12 -4 -12 13 15 20 -1 -15 -7 22 -6 -14 -16 -2 -24 right_child=1 -3 3 -5 7 17 -8 -9 -10 -11 11 -13 14 16 21 -17 -18 -19 -20 -21 -22 -23 23 -25 leaf_value=0.15234280911735865 -0.18246371195866512 -0.64995152791341138 -0.15736201666019581 1.1782659496920449 0.015519656512631951 0.62159178638458257 -0.57737727667156014 -0.87954015521705142 -0.53521425608930917 0.40767462759306938 0.88375451374053959 -0.14323432636260985 0.0072632058049074437 0.11315760621895661 -0.14127744464735117 -0.058438261871369898 -0.25752865347368964 1.1262482378699563 0.21159575492143631 -0.29387052917480466 -0.0033769849815436809 -0.47740672772580928 -0.1302522573145953 -0.18019216858515782 leaf_weight=105 26 24 27 35 249 20 38 20 29 33 20 20 25818 925 85 586 29 22 24 30 106040 22 44 28 leaf_count=105 26 24 27 35 249 20 38 20 29 33 20 20 25818 925 85 586 29 22 24 30 106040 22 44 28 internal_value=0 -0.178364 -0.00052697 0.107937 0.0222132 0.401436 -0.000909936 -0.112615 -0.0664706 -0.000746023 0.157636 0.37026 -0.000846898 0.0482735 -0.00146275 -0.024693 0.100832 0.885936 -0.0855921 -0.0177481 -0.00129332 -0.210388 -0.158373 -0.149673 internal_weight=0 146 134153 472 437 109 133681 328 308 133643 67 40 133610 1645 131965 691 954 42 122 279 131858 107 98 72 internal_count=134299 146 134153 472 437 109 133681 328 308 133643 67 40 133610 1645 131965 691 954 42 122 279 131858 107 98 72 cat_boundaries=0 1 7 8 12 18 cat_threshold=1344 2147483648 67371011 4100 18448384 33694274 8192 2754 0 262144 4 1572864 559153680 270532672 33571968 2956988576 138414081 86065728 is_linear=0 shrinkage=0.01 Tree=585 num_leaves=19 num_cat=6 split_feature=25 15 2 24 0 4 3 26 25 25 26 0 25 26 24 26 26 26 split_gain=40643.7 57724.7 54089.9 48790.2 39473 49439.4 61874.9 74619.2 49209.3 36944.7 27656.6 16779.3 18378.1 16323.4 16022.1 10452.2 292.178 286.743 threshold=0 759.84000000000003 1048.2900000000002 1 1083.9006000000002 1048.2900000000002 782.62500000000011 2022.5000000000002 2 3 2022.5000000000002 60.461000000000006 4 2022.5000000000002 5 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 1 2 2 2 2 9 9 2 2 9 2 1 2 2 2 left_child=3 2 4 9 5 6 8 -8 -2 10 -1 12 13 -5 17 -16 -11 -14 right_child=1 -3 -4 11 -6 -7 7 -9 -10 16 -12 -13 14 -15 15 -17 -18 -19 leaf_value=0.29120278985159742 0.21027207718239177 -0.52426332541874476 0.38763597289721169 -0.36938711545297076 0.30289528026137241 -0.42029210175786702 -0.16895483981995355 0.56407173017176182 -0.00036896385954570337 -0.083923155716487341 0.019811170513247267 -0.40184235421094033 -0.15691364627994903 -0.13199600736300149 -0.093227531931230012 0.041642941539570433 -0.11521658346630061 -0.18545274208573734 leaf_weight=70 101 21 36 56 43 28 21 41 133090 70 81 22 73 60 112 118 52 68 leaf_count=70 101 21 36 56 43 28 21 41 133090 70 81 22 73 60 112 118 52 68 internal_value=0 -1.49059e-05 6.76456e-05 -0.0718637 -3.70052e-05 -0.000134739 -4.6453e-05 0.315789 -0.000193473 0.0357704 0.136577 -0.12917 -0.119504 -0.227027 -0.0776722 -0.0230317 -0.0898931 -0.159374 internal_weight=0 133381 133360 782 133324 133281 133253 62 133191 273 151 509 487 116 371 230 122 141 internal_count=134163 133381 133360 782 133324 133281 133253 62 133191 273 151 509 487 116 371 230 122 141 cat_boundaries=0 6 7 12 16 20 21 cat_threshold=0 262145 266244 536936448 2112 16777248 561 0 2 0 0 8192 0 262144 4100 65536 0 262144 4 65536 1090 is_linear=0 shrinkage=0.01 Tree=586 num_leaves=17 num_cat=1 split_feature=1 2 2 1 25 9 3 0 9 3 18 9 8 26 1 26 split_gain=56633.9 73463.5 68047.6 40171.9 43787 78378.5 755733 54760.8 53463.6 42999 40982.5 38512.7 17634.8 17291.4 26991.3 13800.4 threshold=650.90000000000009 1048.2900000000002 126.84510000000002 543.20000000000016 0 370.88500000000005 86.458750000000023 1083.9006000000002 454.75000000000006 400.30000000000007 204.69000000000003 146.07500000000002 31.643000000000004 2022.5000000000002 1066.3056000000001 2022.5000000000002 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 13 4 8 7 12 11 9 10 -1 -6 -7 -2 -15 -11 right_child=2 -3 -4 -5 5 6 -8 -9 -10 15 -12 -13 -14 14 -16 -17 leaf_value=-0.016086412787259696 0.025780397355556487 0.44528800996574197 -0.75005838251113888 0.3164960680007935 0.0011871747733025492 0.0043546531103479053 2.0388197259902956 0.40223263516145596 -0.38464945220947266 -0.14185889940708876 -0.38620822771390279 -0.092857598468141303 -0.29664268473784133 -0.018194914482257987 -0.47419139137268068 -0.5010296314177306 leaf_weight=10731 48 37 20 40 122504 103 20 34 40 20 30 437 24 27 25 23 leaf_count=10731 48 37 20 40 122504 103 20 34 40 20 30 437 24 27 25 23 internal_value=0 -0.000240106 -0.217581 -0.00036312 -0.000457729 0.00123962 0.23201 0.000963861 -0.0197122 -0.0183793 -0.0171183 0.000852888 -0.0525267 -0.111086 -0.237424 -0.333973 internal_weight=0 134043 120 134006 133966 123122 147 122975 10844 10804 10761 122941 127 100 52 43 internal_count=134163 134043 120 134006 133966 123122 147 122975 10844 10804 10761 122941 127 100 52 43 cat_boundaries=0 6 cat_threshold=1078067456 786689 3229896708 538509320 526402 16794152 is_linear=0 shrinkage=0.01 Tree=587 num_leaves=22 num_cat=3 split_feature=1 2 2 14 2 0 25 2 24 9 24 4 12 3 11 26 1 2 3 14 14 split_gain=55506.9 72001.6 66693.5 40203.3 91544.2 47669.5 280011 766856 178403 88849.7 51432.9 51122.5 52176.4 174220 148732 16947.3 26454.1 7610.92 10319.8 2423.87 81.8546 threshold=650.90000000000009 1048.2900000000002 126.84510000000002 449.47000000000008 110.457785 213.3887 0 161.35500000000005 1 95.015000000000015 2 543.53000000000009 146.48150000000001 1048.2900000000002 232.77000000000001 2022.5000000000002 1066.3056000000001 33.660945000000005 43.669000000000011 751.80750000000012 549.10000000000002 decision_type=2 2 2 2 2 2 9 2 1 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 3 15 5 19 11 7 8 -7 10 -8 12 13 -1 -14 -2 -17 18 -13 20 -5 right_child=2 -3 -4 4 -6 6 9 -9 -10 -11 -12 17 14 -15 -16 16 -18 -19 -20 -21 -22 leaf_value=-0.00067241943041605246 0.025522605081399283 0.44083518066921751 -0.7425577836036682 -0.099474320640930772 -0.78627035964102976 0.4291319284255688 0.12750866379298217 2.1421870231188156 -0.12112600853132165 -0.6998280114219303 -0.10056037637005959 -0.21871497404007684 0.057007626832827278 -0.76281720161437994 0.77155133024338751 -0.01801296763949924 -0.46944947471618653 -0.38090387535095216 0.024582209641283211 0.02722898151193346 -0.075414549794889263 leaf_weight=132505 48 37 20 26 21 120 131 22 105 21 326 84 483 30 31 27 25 20 22 28 31 leaf_count=132505 48 37 20 26 21 120 131 22 105 21 326 84 483 30 31 27 25 20 22 28 31 internal_value=0 -0.000237705 -0.215405 -0.000359489 -0.195033 -0.000205379 0.0806618 0.346248 0.186034 -0.0625122 -0.0345942 -0.000645617 -0.00045495 -0.000844935 0.100103 -0.109975 -0.23505 -0.201979 -0.168219 -0.048962 -0.0863892 internal_weight=0 134043 120 134006 106 133900 725 247 225 478 457 133175 133049 132535 514 100 52 126 106 85 57 internal_count=134163 134043 120 134006 106 133900 725 247 225 478 457 133175 133049 132535 514 100 52 126 106 85 57 cat_boundaries=0 6 7 8 cat_threshold=32768 135168 0 0 1 536870912 1484 3074 is_linear=0 shrinkage=0.01 Tree=588 num_leaves=22 num_cat=4 split_feature=1 2 2 14 2 0 25 2 24 9 25 9 9 24 11 12 26 1 9 14 14 split_gain=54402.5 70568.7 65366.3 39403.3 89722.4 46774.5 274593 751490 180600 87083.2 50903 86399.5 82351.1 50463.4 44971.6 41982.5 16610.1 25927.7 10176.1 2375.64 80.2257 threshold=650.90000000000009 1048.2900000000002 126.84510000000002 449.47000000000008 110.457785 213.3887 0 161.35500000000005 1 95.015000000000015 2 797.90800000000002 496.59492500000005 3 456.57400000000007 174.97500000000002 2022.5000000000002 1066.3056000000001 797.90800000000002 751.80750000000012 549.10000000000002 decision_type=2 2 2 2 2 2 9 2 1 2 9 2 2 1 2 2 2 2 2 2 2 left_child=1 3 16 5 19 10 7 8 -7 13 12 15 14 -8 -1 -12 -2 -18 -14 20 -5 right_child=2 -3 -4 4 -6 6 9 -9 -10 -11 11 -13 18 -15 -16 -17 17 -19 -20 -21 -22 leaf_value=-0.018830601620181176 0.025267382264137269 0.43642681276476064 -0.73513221597671508 -0.098479576959059789 -0.77840765084539143 0.43545394523875919 0.12632401762279213 2.1207652300054378 -0.11722685749247923 -0.69282973505201795 0.0010037081501540945 0.62803230545737532 -0.29076020094656174 -0.099584701396524908 0.28164695120751859 0.12064839828277933 -0.017832834853066339 -0.46475498313903807 -0.56837573217309045 0.02695669506277357 -0.074660401555799671 leaf_weight=13091 48 37 20 26 21 117 131 22 108 21 119664 22 31 326 50 294 27 25 23 28 31 leaf_count=13091 48 37 20 26 21 117 131 22 108 21 119664 22 31 326 50 294 27 25 23 28 31 internal_value=0 -0.000235078 -0.213251 -0.000355644 -0.193082 -0.000203074 0.0799014 0.342906 0.184311 -0.0618816 -0.00063916 0.00141174 -0.0192742 -0.0342424 -0.0176873 0.00129694 -0.108875 -0.232699 -0.409004 -0.0484724 -0.0855253 internal_weight=0 134043 120 134006 106 133900 725 247 225 478 133175 119980 13195 457 13141 119958 100 52 54 85 57 internal_count=134163 134043 120 134006 106 133900 725 247 225 478 133175 119980 13195 457 13141 119958 100 52 54 85 57 cat_boundaries=0 6 7 13 14 cat_threshold=32768 135168 0 0 1 536870912 3404 1078100288 1074020609 3229896708 538509320 526400 16795176 3074 is_linear=0 shrinkage=0.01 Tree=589 num_leaves=23 num_cat=2 split_feature=7 8 0 7 0 4 2 24 3 0 7 5 3 7 25 11 15 5 8 13 0 7 split_gain=47538.9 40801.4 158444 98567.4 71423.4 404101 171582 154188 188349 151563 73887.4 66992.9 52343.9 221888 51752 40051.6 29344.6 28310.3 16630.3 15264.1 10861.7 3307.18 threshold=1042.2668000000001 167.67033750000004 175.33000000000001 188.93193000000005 172.45500000000001 232.66575000000003 1048.2900000000002 0 63.564000000000007 192.77500000000003 650.90000000000009 132.07150000000004 400.30000000000007 8.3632500000000025 1 94.890000000000001 6.295700000000001 144.79006000000001 262.20565000000005 16.662500000000005 43.772500000000008 783.48000000000013 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 4 3 15 6 7 10 8 9 -6 12 16 14 -14 -1 19 -9 -4 -17 20 -3 -12 right_child=-2 2 17 -5 5 -7 -8 11 -10 -11 21 -13 13 -15 -16 18 -18 -19 -20 -21 -22 -23 leaf_value=0.0841600121599336 -0.41242376648953988 -0.064079465121367182 -0.41413596624987464 0.49951359011910179 0.78682177788870677 1.1746521374673555 0.75561972983678194 -0.00080861157701726544 1.1910291690826416 0.073239589034013411 0.45569941793169294 -0.47051953224574816 -0.27443105109219929 0.74693522930145262 -0.0010882500173319916 -0.55752196925027031 -0.39051489745080475 -0.87856830789929352 -0.16409518892114813 0.1731123361736536 0.15015995473861696 0.29185809417204428 leaf_weight=706 28 443 35 33 35 33 30 570 20 199 28 34 187 24 131595 21 20 21 22 32 25 22 leaf_count=706 28 443 35 33 35 33 30 570 20 199 28 34 187 24 131595 21 20 21 22 32 25 22 internal_value=0 -0.000335091 -0.0804943 -0.0311245 4.4381e-05 0.0882861 -0.000561902 0.0474546 0.24975 0.179972 -0.000733033 -0.038279 -0.000878054 -0.158257 -0.000627059 -0.0633732 -0.014019 -0.588298 -0.356234 -0.0381872 -0.0526351 0.383609 internal_weight=0 134135 632 576 133503 911 132592 878 254 234 132562 624 132512 211 132301 543 590 56 43 500 468 50 internal_count=134163 134135 632 576 133503 911 132592 878 254 234 132562 624 132512 211 132301 543 590 56 43 500 468 50 cat_boundaries=0 1 6 cat_threshold=282 2148532224 2 0 134217856 33697792 is_linear=0 shrinkage=0.01 Tree=590 num_leaves=31 num_cat=3 split_feature=25 2 8 4 4 3 26 25 25 3 2 26 3 8 23 5 18 8 1 1 3 4 1 8 4 8 3 3 8 8 split_gain=44189.5 109984 86881.9 80066.8 73340.2 69367.7 67655.9 125713 66261.9 57072.2 46373.4 38153.8 34969.1 41300.9 30821 28559.2 27794.4 34352.5 27673.6 42014 31189.7 18075.4 18206.6 15942.1 11725.6 11006.9 8326.59 9285 3464.25 643.782 threshold=0 1048.2900000000002 367.37500000000006 441.87500000000006 45.300000000000004 1048.2900000000002 2022.5000000000002 1 2 81.070525000000018 783.48000000000013 2022.5000000000002 316.16700000000009 296.0025 4.432500000000001 28.259500000000006 5.0100000000000007 1.0000000180025095e-35 336.69250000000005 364.99000000000007 199.86000000000004 76.517500000000013 24.275832000000005 675.58140000000014 779.31175000000019 367.37500000000006 650.90000000000009 442.27000000000004 493.30000000000007 493.30000000000007 decision_type=9 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 23 6 8 -8 -1 11 12 -5 13 14 18 25 17 -16 20 -20 -2 22 26 29 -13 -15 27 -14 -27 -4 right_child=10 -3 4 9 -6 -7 7 -9 -10 -11 -12 24 21 15 16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.030668338963275778 -0.0014924021621895245 0.62080945074558258 -0.21427501155108941 -0.064826169319641899 -0.79859011375904088 0.55225847244262694 0.18463647320021445 -0.012869364552652123 0.04517062803960098 0.75104221434820262 -0.4153853303414804 0.22485804355505742 -0.097493839753848135 0.26067746683529447 0.035738299422793919 0.52504964083433148 0.46488644111724131 0.47374700832366939 0.51746973276138308 0.061808538621710256 0.13445791100609233 -0.42599577604234223 -0.37224438905715945 0.0043939540187517799 0.52290250323035503 -0.026743592534746445 -0.23379776109819828 0.094116472523750327 0.10948589987680317 -0.27788543160145102 leaf_weight=1354 115251 30 41 39 20 24 325 8482 7571 21 27 33 66 35 171 20 21 20 24 129 169 20 22 45 22 35 23 41 40 26 leaf_count=1354 115251 30 41 39 20 24 325 8482 7571 21 27 33 66 35 171 20 21 20 24 129 169 20 22 45 22 35 23 41 40 26 internal_value=0 0.0158197 0.0148204 0.0167084 -0.240791 0.0150049 0.0142778 -0.00538588 0.0336814 0.27972 -0.00100191 0.174425 -0.000905618 -0.000694198 -0.00089421 0.177447 0.11957 0.0816031 -0.00111518 0.133285 -0.00129334 -0.143386 -0.106201 -0.141184 0.344076 0.114247 -0.0611782 -0.0240731 0.0459121 -0.23896 internal_weight=0 18033 18003 17871 132 17756 17732 8807 8925 115 116114 94 116087 115915 115785 130 212 191 115573 153 115420 172 152 112 55 110 130 107 75 67 internal_count=134147 18033 18003 17871 132 17756 17732 8807 8925 115 116114 94 116087 115915 115785 130 212 191 115573 153 115420 172 152 112 55 110 130 107 75 67 cat_boundaries=0 6 11 16 cat_threshold=2186575872 393219 1073764437 687865984 145473 2162721 0 2 16 134217728 8192 2147483648 131074 2128 687865856 8192 is_linear=0 shrinkage=0.01 Tree=591 num_leaves=36 num_cat=3 split_feature=25 8 0 3 24 0 0 15 3 24 17 5 3 1 9 5 0 0 15 3 23 8 5 18 8 9 5 8 5 1 3 8 14 15 8 split_gain=43388.9 87767.7 107839 545883 253750 102151 99836.5 80475.6 72938.6 53639.1 103413 195495 127449 60131.1 45886.9 37043.1 34794.5 67627.3 34541.6 35330.4 30542.2 30904.2 31706.4 27156.5 33960 23097.7 22580.7 12911 12803.8 8349.42 4046.35 2305.25 1661.34 750.736 2.67222 threshold=0 404.00100000000003 213.3887 212.70000000000005 1 172.45500000000001 1083.9006000000002 189.01250000000002 8.0855000000000015 2 109.37875000000001 27.625800000000005 400.30000000000007 398.24814000000003 678.37500000000011 366.02500000000003 539.75000000000011 332.39451000000003 415.99500000000006 316.16700000000009 4.432500000000001 296.0025 28.259500000000006 5.0100000000000007 2.6001765000000003 180.65300000000005 201.25000000000003 675.58140000000014 78.120000000000019 46.726464000000014 782.62500000000011 1066.3056000000001 43.980000000000004 571.7600000000001 493.30000000000007 decision_type=9 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 16 27 8 9 -6 13 12 -12 -11 15 18 -1 17 -4 19 20 21 26 -23 24 -22 32 -2 34 29 30 -21 -29 33 -9 -3 right_child=14 5 3 -5 6 -7 -8 25 -10 10 11 -13 -14 -15 -16 -17 -18 -19 -20 28 23 22 -24 -25 -26 -27 -28 31 -30 -31 -32 -33 -34 -35 -36 leaf_value=-0.016020828077082848 -0.0011888506845170704 -0.23098630249500274 0.41244097285800507 1.7936288200616839 0.031430638684439904 -0.90418188327550897 -0.70802128791809082 -0.13926854583281506 -0.60283269929885863 0.02341924185064102 0.13607319605116749 1.217340072631836 -0.33302538180852881 -0.53282646842624826 0.45563187336379835 -0.38815992417158901 0.26538146919674344 1.0530563891850986 0.2758870425754123 -0.05676083378941537 0.035775912163550395 0.086336453370749952 0.5197991614341736 0.4602375432423183 0.47127541947364804 -0.53764453601837159 -0.092410503764472463 0.043774660229682925 -0.38395287752151491 -0.28926084083059561 -0.21207500111684205 -0.093929867818951615 -0.24586239755153658 -0.20785409080982209 -0.23548435964584349 leaf_weight=2870 114810 28 45 20 194 20 24 79 20 14716 102 20 101 23 22 27 36 26 45 104 171 108 20 21 20 20 272 31 20 23 20 20 24 20 25 leaf_count=2870 114810 28 45 20 194 20 24 79 20 14716 102 20 101 23 22 27 36 26 45 104 171 108 20 21 20 20 272 31 20 23 20 20 24 20 25 internal_value=0 0.015467 0.0172654 0.187436 0.094323 -0.249677 -0.0925469 0.0138151 -0.0278463 0.0157071 0.0233613 0.31333 0.0209895 -0.0234523 -0.00102655 -0.0194892 0.4743 0.647033 -0.00111352 -0.00122136 -0.00101106 -0.00123173 0.154065 0.118906 0.081378 -0.222468 -0.00140446 -0.123811 -0.146567 -0.11427 -0.0818115 -0.0102271 -0.171219 -0.153124 -0.233108 internal_weight=0 18491 18367 365 345 124 238 18002 214 17859 14939 122 14817 2920 115656 2897 107 71 115634 115589 115422 115210 128 212 191 143 115082 104 167 147 124 51 123 99 53 internal_count=134147 18491 18367 365 345 124 238 18002 214 17859 14939 122 14817 2920 115656 2897 107 71 115634 115589 115422 115210 128 212 191 143 115082 104 167 147 124 51 123 99 53 cat_boundaries=0 6 7 8 cat_threshold=2186575872 393219 1073764437 2835349632 143425 2162720 1472 640 is_linear=0 shrinkage=0.01 Tree=592 num_leaves=28 num_cat=1 split_feature=25 2 8 0 3 5 0 4 6 5 3 3 2 9 8 23 3 18 8 12 5 8 8 3 8 8 8 split_gain=42400.9 107772 83543.8 141812 607592 186061 96183.6 60054.4 63734.3 221487 218289 58431.6 45441.1 44945.2 29628.1 29737 29530.3 26698.5 33031.6 24140.9 19616.6 11113.1 9871.8 4569.82 3848.15 2259.38 119.617 threshold=0 1048.2900000000002 367.37500000000006 213.3887 186.50375000000003 120.63500000000002 172.45500000000001 779.31175000000019 401.66700000000003 80.262500000000017 1048.2900000000002 5.0080000000000009 783.48000000000013 678.37500000000011 296.0025 4.432500000000001 544.35000000000002 5.0100000000000007 1.0000000180025095e-35 347.06250000000006 38.037500000000009 675.58140000000014 367.37500000000006 782.62500000000011 493.30000000000007 1066.3056000000001 493.30000000000007 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 5 11 21 8 10 -10 -1 -5 13 14 15 16 19 18 -17 -2 22 26 -16 -18 -24 -23 -4 right_child=12 -3 6 4 -6 -7 -8 -9 9 -11 -12 -13 -14 -15 20 17 23 -19 -20 -21 -22 25 24 -25 -26 -27 -28 leaf_value=0.012978230165789901 -0.0013610701610559947 0.61444874628384916 -0.22243231713771822 0.085392898832048689 1.9077494778633119 0.96136010224620505 -0.85667087078094484 -0.39003716919873216 0.023790765477433088 1.150927144397389 -1.032352809906006 -0.44935738563537597 -0.41116521835327147 0.45107552792707628 0.22910696471992292 0.03500912190180773 -0.15176009858647982 0.45563518115452362 0.4645145723819733 0.18054720349507788 0.43507957792282109 0.043336913316480576 -0.039557814535341768 -0.34690571664522091 0.099326867223495527 -0.092990570530295372 -0.19361095994710922 leaf_weight=17182 115767 30 36 287 20 24 21 37 84 22 20 22 27 22 38 171 24 21 20 73 20 31 38 24 42 20 24 leaf_count=17182 115767 30 36 287 20 24 21 37 84 22 20 22 27 22 38 171 24 21 20 73 20 31 38 24 42 20 24 internal_value=0 0.0155766 0.0145777 0.0164472 0.214871 0.113197 -0.236066 0.0124089 0.0132692 0.257725 0.0117629 0.0473201 -0.000968309 -0.000873129 -0.000958668 -0.00113273 -0.00134919 0.117194 0.0799835 -0.00124644 0.14548 -0.118654 0.0963949 -0.249333 0.0333566 -0.0101248 -0.210904 internal_weight=0 17860 17830 17698 353 333 132 17345 17308 106 17202 309 116287 116260 116238 116100 115888 212 191 115840 138 111 118 48 80 51 60 internal_count=134147 17860 17830 17698 353 333 132 17345 17308 106 17202 309 116287 116260 116238 116100 115888 212 191 115840 138 111 118 48 80 51 60 cat_boundaries=0 6 cat_threshold=2186575872 393219 1073764437 687865984 143425 2162720 is_linear=0 shrinkage=0.01 Tree=593 num_leaves=28 num_cat=2 split_feature=25 2 0 2 24 1 0 15 4 6 5 18 0 2 9 15 2 1 26 5 14 13 0 2 15 15 15 split_gain=41557.2 105628 79248.8 337596 204981 137877 111929 82405.3 72170.3 51458 260862 62421.7 50911.3 44536.9 44050.8 33772.3 26299 77833.2 33863.5 31502.3 38785.8 22425.7 19704.5 9047.36 8322.67 2955.67 1428.62 threshold=0 1048.2900000000002 213.3887 161.35500000000005 1 2.2125000000000004 782.62500000000011 189.01250000000002 779.31175000000019 442.89500000000004 78.120000000000019 426.32200000000006 478.01250000000005 783.48000000000013 678.37500000000011 415.99500000000006 272.73498000000006 77.943750000000009 2022.5000000000002 273.92500000000007 367.37500000000006 8.3822000000000028 311.36400000000009 33.660945000000005 371.62500000000006 284.93000000000006 676.70640000000014 decision_type=9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 6 22 12 8 9 11 -11 -1 -4 14 15 16 19 18 -18 20 -2 24 -6 -21 25 -9 -26 right_child=13 -3 3 -5 5 -7 -8 21 -10 10 -12 -13 -14 -15 -16 -17 17 -19 -20 23 -22 -23 -24 -25 26 -27 -28 leaf_value=0.013816027630042384 -0.0011736795250241164 0.60830426325400677 0.42962202698953689 1.052099174072868 0.13050310514867305 -0.68724669218063361 1.1120221986770631 -0.13544134876463149 -0.42195680241835748 -0.02221076294387642 1.2613581638336182 -0.45052364563119823 -0.12125745680021202 -0.40705356668542936 0.44656478323719717 0.27294962596893313 0.1922527174210884 0.61473058417991355 -0.1060625736742485 -0.10929439224980093 0.25974538470569408 -0.46832361849149068 -0.084679446351809781 -0.32298383235931399 -0.21211092369897025 0.0059906708110462536 -0.31979554999958387 leaf_weight=17150 115790 30 62 38 64 36 20 45 38 76 20 29 23 27 22 45 71 27 82 143 57 30 127 23 28 22 22 leaf_count=17150 115790 30 62 38 64 36 20 45 38 76 20 29 23 27 22 45 71 27 82 143 57 30 127 23 28 22 22 internal_value=0 0.0154209 0.014432 0.159256 0.0570636 -0.114527 0.400766 0.0113629 0.0133648 0.0143224 0.245199 0.0130322 0.280561 -0.000958626 -0.000864398 -0.000949081 -0.00105516 0.119725 0.0323713 -0.00124256 -0.0010453 -0.224404 -0.0125764 -0.138902 -0.16186 -0.089001 -0.259492 internal_weight=0 17860 17830 370 332 227 105 17460 17313 17275 96 17179 85 116287 116260 116238 116193 180 153 116013 115847 147 191 166 117 67 50 internal_count=134147 17860 17830 370 332 227 105 17460 17313 17275 96 17179 85 116287 116260 116238 116193 180 153 116013 115847 147 191 166 117 67 50 cat_boundaries=0 6 7 cat_threshold=2186575872 393219 1073764437 687865984 143425 2162720 1348 is_linear=0 shrinkage=0.01 Tree=594 num_leaves=15 num_cat=0 split_feature=1 2 1 14 9 6 2 9 7 3 17 17 26 4 split_gain=41428.6 42253.1 233072 179548 380191 130751 76585.4 47867.3 59736.7 77362.9 44828.2 55704.6 35684.8 34552.8 threshold=789.60480000000007 272.73498000000006 293.71100000000007 8.0855000000000015 110.69500000000002 81.767500000000013 1048.2900000000002 1037.4750000000001 1042.2668000000001 1048.2900000000002 383.35000000000008 765.43425000000013 2022.5000000000002 1048.2900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 4 5 6 -3 8 9 10 13 -12 -2 -1 right_child=12 2 -4 -5 -6 -7 -8 -9 -10 -11 11 -13 -14 -15 leaf_value=0.00070145306149895718 0.026327146424187556 0.034932019091569462 1.0560661522547405 -0.63266121374236217 1.4485886273384094 0.82218617963790896 -0.49227118464310965 0.45718201968980871 -0.52010050336068325 0.53625846297652635 0.37249880688007059 -0.23100941181182863 -0.38324436829640313 0.35847104201990143 leaf_weight=133407 36 338 24 36 20 20 30 23 22 27 65 20 52 27 leaf_count=133407 36 338 24 36 20 20 30 23 22 27 65 20 52 27 internal_value=0 0.00135333 0.0962055 0.0443211 0.104055 0.034749 -0.0080465 0.00102104 0.00094249 0.00102832 0.000920092 0.230497 -0.215692 0.000773847 internal_weight=0 134059 468 444 408 388 368 133591 133568 133546 133519 85 88 133434 internal_count=134147 134059 468 444 408 388 368 133591 133568 133546 133519 85 88 133434 is_linear=0 shrinkage=0.01 Tree=595 num_leaves=20 num_cat=6 split_feature=3 7 25 3 25 24 24 0 4 0 8 1 0 3 25 1 3 24 3 split_gain=112147 178550 73464.8 51798.2 48735.2 160072 49215.7 45677 49578.2 126944 95461.9 47912.6 44546 34589.7 30274.8 11752.4 4606.56 2583.66 757.354 threshold=544.35000000000002 8.3632500000000025 0 1048.2900000000002 1 2 3 1083.9006000000002 293.48250000000002 53.343499999999999 9.3037500000000026 1066.3056000000001 430.17000000000002 118.99000000000002 4 3.2775000000000007 782.62500000000011 5 650.90000000000009 decision_type=2 2 9 2 9 1 1 2 2 2 2 2 2 2 9 2 2 1 2 left_child=2 3 -1 15 5 -4 17 8 11 13 -11 12 -6 -10 -8 16 18 -7 -2 right_child=1 -3 4 -5 7 6 14 -9 9 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.21081274925208676 -0.22855703196525576 0.55932260144840595 0.41962498965383582 -0.77949542617797851 0.00046769215209683352 -0.054143413106600445 0.16458296059410354 0.39070123291015629 -0.0053874833967461856 -0.9561318395877707 -0.058084920406341549 0.41439455083438326 0.15250200604218894 -0.3388257785524641 -0.031101781550071223 -0.52087375009059911 -0.34905212879180908 -0.14563263073302152 -0.14991191977014146 leaf_weight=154 25 22 109 30 132641 104 197 30 280 29 20 28 193 35 129 20 29 104 24 leaf_count=154 25 22 109 30 132641 104 197 30 280 29 20 28 193 35 129 20 29 104 24 internal_value=0 -0.272877 0.000707693 -0.415911 0.000966639 0.0871461 0.0128144 0.000544289 0.000456474 -0.11609 -0.589582 0.000775776 0.000688589 -0.0424362 0.0885283 -0.30461 -0.249158 -0.10447 -0.190037 internal_weight=0 150 134053 128 133899 643 534 133256 133226 364 49 132862 132834 315 326 98 78 208 49 internal_count=134203 150 134053 128 133899 643 534 133256 133226 364 49 132862 132834 315 326 98 78 208 49 cat_boundaries=0 4 9 10 11 14 15 cat_threshold=0 2 0 16777216 0 262144 4100 128 139264 1028 2376 0 0 4100 2304 is_linear=0 shrinkage=0.01 Tree=596 num_leaves=20 num_cat=6 split_feature=3 7 25 3 25 24 24 0 4 0 8 5 1 0 25 1 3 24 3 split_gain=109916 174997 72091.3 50767.4 47825.7 157171 48302.8 44768 48591.6 124418 93562.2 54616.6 46959.2 43659.6 29703.8 11518.6 4514.89 2536.73 742.282 threshold=544.35000000000002 8.3632500000000025 0 1048.2900000000002 1 2 3 1083.9006000000002 293.48250000000002 53.343499999999999 9.3037500000000026 144.79006000000001 1066.3056000000001 430.17000000000002 4 3.2775000000000007 782.62500000000011 5 650.90000000000009 decision_type=2 2 9 2 9 1 1 2 2 2 2 2 2 2 9 2 2 1 2 left_child=2 3 -1 15 5 -4 17 8 12 11 -11 -10 13 -6 -8 16 18 -7 -2 right_child=1 -3 4 -5 7 6 14 -9 9 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.20883316620094022 -0.2262714630126953 0.55372938459569765 0.41578136396007381 -0.77170044326782239 0.00046301522191381176 -0.053649472259638599 0.16301663735062605 0.38679421106974282 -0.0041966375207794105 -0.94657051168639084 -0.057504076004028327 -0.50052092865109443 0.41025062867573331 0.15097698459199055 -0.030813142515772541 -0.51566501569747925 -0.34556160367768385 -0.14430405342788027 -0.14841280144484092 leaf_weight=154 25 22 109 30 132641 104 197 30 291 29 20 24 28 193 129 20 29 104 24 leaf_count=154 25 22 109 30 132641 104 197 30 291 29 20 24 28 193 129 20 29 104 24 internal_value=0 -0.270148 0.000700722 -0.411752 0.000957236 0.0863288 0.0126741 0.000538846 0.000451909 -0.11493 -0.583686 -0.0420118 0.000768018 0.000681703 0.0876828 -0.301564 -0.246666 -0.103517 -0.188137 internal_weight=0 150 134053 128 133899 643 534 133256 133226 364 49 315 132862 132834 326 98 78 208 49 internal_count=134203 150 134053 128 133899 643 534 133256 133226 364 49 315 132862 132834 326 98 78 208 49 cat_boundaries=0 4 9 10 11 14 15 cat_threshold=0 2 0 16777216 0 262144 4100 128 139264 1028 2376 0 0 4100 2304 is_linear=0 shrinkage=0.01 Tree=597 num_leaves=17 num_cat=2 split_feature=3 7 25 2 25 0 4 0 3 1 1 2 5 1 3 3 split_gain=107729 171514 70743.5 55826 53158.1 55684.3 52831 109503 49757.1 47338.9 46042.2 29767.4 19390.8 11289.3 4425.04 727.511 threshold=544.35000000000002 8.3632500000000025 0 1048.2900000000002 1 1083.9006000000002 293.48250000000002 53.343499999999999 1048.2900000000002 29.184500000000003 1066.3056000000001 29.184500000000003 28.887157000000002 3.2775000000000007 782.62500000000011 650.90000000000009 decision_type=2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 -1 4 9 6 10 -8 13 11 -6 12 -4 14 15 -2 right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.20687217234838301 -0.22400874586105346 0.54819207083095201 0.15999949663190799 0.39468715310096741 0.00059796674077412218 0.43859670244414234 -0.052356671725187598 -0.56498151491085691 -0.76398343149820958 -0.28836989567197602 0.40614812169756209 -0.23158566561612215 -0.13795344891755476 -0.51050835683941842 -0.34210598008386023 -0.14692867289607725 leaf_weight=154 25 22 434 36 132934 29 316 48 30 29 28 22 23 20 29 24 leaf_count=154 25 22 434 36 132934 29 316 48 30 29 28 22 23 20 29 24 internal_value=0 -0.267447 0.00069382 0.000947925 0.000842107 0.000449276 0.000354008 -0.119956 -0.407635 0.101948 0.00068337 0.127708 0.145004 -0.298548 -0.2442 -0.186255 internal_weight=0 150 134053 133899 133863 133355 133326 364 128 508 132962 479 457 98 78 49 internal_count=134203 150 134053 133899 133863 133355 133326 364 128 508 132962 479 457 98 78 49 cat_boundaries=0 4 9 cat_threshold=0 2 0 16777216 0 262144 4100 0 139264 is_linear=0 shrinkage=0.01 Tree=598 num_leaves=19 num_cat=2 split_feature=25 9 2 13 9 2 14 25 0 7 12 6 7 8 26 0 2 26 split_gain=74573.5 39322.5 164589 207737 118289 65904.2 50142.8 38851.4 55711.8 51095.7 221457 70975 40364.1 28124.1 25586.6 16611.4 10527.1 7701.43 threshold=0 264.73700000000002 139.99850000000004 79.236007500000014 1037.4750000000001 783.48000000000013 119.57250000000001 1 1083.9006000000002 195.61750000000004 102.78187500000003 483.07500000000005 46.485599999999998 58.370000000000005 2022.5000000000002 393.76511200000004 1048.2900000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=17 5 3 4 6 7 14 12 9 11 -11 -9 13 15 -3 -2 -7 -1 right_child=1 2 -4 -5 -6 16 -8 8 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.15295470644632975 0.11781177219790472 0.14901223670977812 -0.76686269346405478 0.9026835254105654 -0.79349979981132179 0.18628021582579002 0.43576639914512633 0.00011847668168948944 0.43127188682556156 0.04279790431793247 0.85623607026206117 -0.24734669040503174 -0.35146808533441454 -0.24861883121988049 -0.13087410908729877 -0.17541397571563722 0.42517389231920244 -0.2940056642442942 leaf_weight=75 568 39 34 22 23 39 20 132345 30 476 36 116 21 23 201 20 35 80 leaf_count=75 568 39 34 22 23 39 20 132345 30 476 36 116 21 23 201 20 35 80 internal_value=0 0.000651465 -0.106914 -0.0333454 -0.106111 0.000924229 -0.0453034 0.000759021 0.000384339 0.000287155 0.0999928 -9.82359e-05 0.0783641 0.0944199 -0.0853926 0.107838 0.29927 -0.212073 internal_weight=0 134048 339 305 283 133709 260 133635 133003 132973 512 132461 632 611 240 588 74 155 internal_count=134203 134048 339 305 283 133709 260 133635 133003 132973 512 132461 632 611 240 588 74 155 cat_boundaries=0 4 9 cat_threshold=0 2 0 16777216 0 262144 4100 128 139264 is_linear=0 shrinkage=0.01 Tree=599 num_leaves=17 num_cat=5 split_feature=3 7 25 2 25 24 0 4 0 3 1 24 1 24 3 3 split_gain=105612 168342 67996.9 53898.2 51433.9 183978 53497.1 51750.4 107344 48795.9 45019.1 33064.3 11020.7 9428.38 4332.11 708.221 threshold=544.35000000000002 8.3632500000000025 0 1048.2900000000002 1 2 1083.9006000000002 293.48250000000002 53.343499999999999 1048.2900000000002 1066.3056000000001 3 3.2775000000000007 4 782.62500000000011 650.90000000000009 decision_type=2 2 9 2 9 1 2 2 2 2 2 1 2 1 2 2 left_child=2 9 -1 4 5 -4 7 10 -9 12 -6 -7 14 -13 15 -2 right_child=1 -3 3 -5 6 11 -8 8 -10 -11 -12 13 -14 -15 -16 -17 leaf_value=-0.2028138554314288 -0.22188795733451844 0.5432506641474637 0.40782268369701546 0.38781302486028935 0.00058975578060022689 -0.14737846963107587 0.42989800288759428 -0.05179554268658821 -0.55934076696634294 -0.75658664194742842 0.4016088594709124 0.10735399570535212 -0.5050915076732635 -0.011978425232457443 -0.33884384212822755 -0.14583663783967496 leaf_weight=154 25 22 132 36 132934 118 29 316 48 30 28 126 20 132 29 24 leaf_count=154 25 22 132 36 132934 118 29 316 48 30 28 126 20 132 29 24 internal_value=0 -0.264811 0.000682867 0.00093199 0.000828015 0.100281 0.000441607 0.000348228 -0.118725 -0.403697 0.000674205 -0.015454 -0.295669 0.0481314 -0.241971 -0.184638 internal_weight=0 150 134053 133899 133863 508 133355 133326 364 128 132962 376 98 258 78 49 internal_count=134203 150 134053 133899 133863 508 133355 133326 364 128 132962 376 98 258 78 49 cat_boundaries=0 4 9 10 11 12 cat_threshold=0 2 0 16777216 0 262144 4100 0 139264 1156 328 529 is_linear=0 shrinkage=0.01 Tree=600 num_leaves=11 num_cat=0 split_feature=3 2 9 18 12 13 12 2 7 9 split_gain=172111 77175.2 72125.5 54552.3 49870.7 43717.3 39828.7 139233 45347 28264.7 threshold=1048.2900000000002 1048.2900000000002 1037.4750000000001 751.80750000000012 223.76500000000001 214.32000000000002 146.48150000000001 25.567150000000002 650.90000000000009 174.20000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 9 8 -8 -1 -6 right_child=-2 -3 -4 -5 5 -7 7 -9 -10 -11 leaf_value=-5.0783512046573502e-05 -0.66438899944990115 0.46296442773607044 0.5858995782761347 0.52203051304817205 -0.063491696104659864 -0.53242547810077667 0.055462548391750223 0.92902027559280398 -0.24123766710719047 -0.42745781753374185 leaf_weight=133701 39 36 21 20 295 24 208 20 78 23 leaf_count=133701 39 36 21 20 295 24 208 20 78 23 internal_value=0 1.92054e-05 -0.000104807 -0.000196391 -0.000274133 -0.120877 3.3657e-05 0.13209 -0.000191408 -0.0898163 internal_weight=0 134426 134390 134369 134349 342 134007 228 133779 318 internal_count=134465 134426 134390 134369 134349 342 134007 228 133779 318 is_linear=0 shrinkage=0.01 Tree=601 num_leaves=11 num_cat=2 split_feature=2 9 9 18 13 5 6 25 24 5 split_gain=78898 70737.8 78293.9 53486.4 44078.8 96345.6 42584.8 39089.2 44973.6 33498.7 threshold=1048.2900000000002 1037.4750000000001 797.90800000000002 751.80750000000012 152.09975000000003 293.27220000000005 65.407500000000013 0 1 545.08500000000015 decision_type=2 2 2 2 2 2 2 9 1 2 left_child=1 2 3 4 7 6 -6 8 -1 -9 right_child=-2 -3 -4 -5 5 -7 -8 9 -10 -11 leaf_value=0.074810987485872282 0.46154167175292971 0.58004055931454612 -0.58378457338913625 0.51681017875671387 -0.03852779551230489 -0.77412749481201182 -0.39166636956704631 0.000194714449072944 -0.13270578977431374 0.17803641249548716 leaf_weight=133 37 21 23 20 443 20 37 133200 425 106 leaf_count=133 37 21 23 20 443 20 37 133200 425 106 internal_value=0 -0.000298846 -0.000389519 -0.00028967 -0.00036664 -0.094084 -0.0657489 -1.65931e-05 -0.0827976 0.000336102 internal_weight=0 134428 134407 134384 134364 500 480 133864 558 133306 internal_count=134465 134428 134407 134384 134364 500 480 133864 558 133306 cat_boundaries=0 5 6 cat_threshold=0 0 4 32896 2 546 is_linear=0 shrinkage=0.01 Tree=602 num_leaves=11 num_cat=1 split_feature=3 2 9 18 6 16 3 25 6 0 split_gain=168644 74123.1 69283 52402.4 65700.6 37303.2 38194.6 34886.3 85680.6 37430 threshold=1048.2900000000002 1048.2900000000002 1037.4750000000001 751.80750000000012 338.4500000000001 8.3971999999999998 150.51452500000002 0 161.20500000000004 430.17000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 left_child=1 2 3 4 7 6 -6 8 -1 -9 right_child=-2 -3 -4 -5 5 -7 -8 9 -10 -11 leaf_value=-0.022475948629280568 -0.65766065842066057 0.45371935102674699 0.57424021402994796 0.51164212369918827 -0.15776213469023401 -0.57055023694038387 0.29745856094360351 0.0010889187009014824 0.53169424865927017 0.13047021274854032 leaf_weight=7772 39 36 21 20 235 20 20 126050 28 224 leaf_count=7772 39 36 21 20 235 20 20 126050 28 224 internal_value=0 2.06637e-05 -0.000100872 -0.000190633 -0.000266828 -0.154676 -0.122059 4.98821e-05 -0.0204604 0.00131833 internal_weight=0 134426 134390 134369 134349 275 255 134074 7800 126274 internal_count=134465 134426 134390 134369 134349 275 255 134074 7800 126274 cat_boundaries=0 6 cat_threshold=1241513986 21577792 516 135364760 3494416406 65542 is_linear=0 shrinkage=0.01 Tree=603 num_leaves=11 num_cat=1 split_feature=3 2 9 18 6 4 25 6 4 3 split_gain=165288 72648.1 67904.3 51359.5 64393.2 50151.2 34483.8 115442 49335.1 33124.8 threshold=1048.2900000000002 1048.2900000000002 1037.4750000000001 751.80750000000012 338.4500000000001 242.64500000000001 0 161.20500000000004 779.31175000000019 108.21050000000001 decision_type=2 2 2 2 2 2 9 2 2 2 left_child=1 2 3 4 6 9 7 -1 -8 -6 right_child=-2 -3 -4 -5 5 -7 8 -9 -10 -11 leaf_value=-0.039116657763044752 -0.65108403670482151 0.44918218824598527 0.56849781626746765 0.50652565741539002 -0.14579130146214189 -0.54644655581178336 0.00069099264543681833 0.67209531203560202 0.30301363903063316 0.23825009727478028 leaf_weight=2959 39 36 21 20 221 29 131038 23 54 25 leaf_count=2959 39 36 21 20 221 29 131038 23 54 25 internal_value=0 2.04572e-05 -9.98629e-05 -0.000188727 -0.000264159 -0.153129 4.93834e-05 -0.0335187 0.000815465 -0.106763 internal_weight=0 134426 134390 134369 134349 275 134074 2982 131092 246 internal_count=134465 134426 134390 134369 134349 275 134074 2982 131092 246 cat_boundaries=0 6 cat_threshold=33554432 65600 516 134316160 4227074 65536 is_linear=0 shrinkage=0.01 Tree=604 num_leaves=20 num_cat=4 split_feature=3 2 12 8 12 7 25 0 4 25 16 26 25 25 5 12 12 12 8 split_gain=161998 71202.4 39495.3 88096.1 44585.7 147235 34409.9 40657.6 331330 35518.8 26527.6 24964.5 26852 17211.8 13083.2 10969.2 9324.5 23252.3 7831.57 threshold=1048.2900000000002 1048.2900000000002 223.76500000000001 157.04150000000004 146.48150000000001 112.61370000000004 0 430.17000000000002 78.331000000000003 1 27.583650000000006 2022.5000000000002 2 3 80.262500000000017 490.96000000000009 189.36750000000004 195.72300750000002 6.179850000000001 decision_type=2 2 2 2 2 2 9 2 2 9 2 2 9 9 2 2 2 2 2 left_child=1 2 4 10 6 16 11 9 -9 -8 14 13 -13 -1 15 -4 18 -18 -6 right_child=-2 -3 3 -5 5 -7 7 8 -10 -11 -12 12 -14 -15 -16 -17 17 -19 -20 leaf_value=0.07637701034545899 -0.64457317009950299 0.44469035466512047 -0.10679728757510795 -0.61544643986609671 -0.029236265420913697 0.93760465167817619 0.014379666838752895 -0.0035981543476764971 1.1738739275711554 -0.0018252343909126525 0.27023552065310269 -0.032183843808816677 -0.23924005991703756 -0.076180671400494046 -0.32935089993476868 0.030655261102531639 0.42901836406616939 0.043216011807566783 0.18650921881198884 leaf_weight=116 39 36 188 31 106 21 15271 208 27 117754 23 131 138 170 20 84 21 61 20 leaf_count=116 39 36 188 31 106 21 15271 208 27 117754 23 131 138 170 20 84 21 61 20 internal_value=0 2.02525e-05 -9.88644e-05 -0.106801 0.000176561 0.139591 -6.20222e-05 0.00026814 0.131686 3.59991e-05 -0.0567443 -0.0779371 -0.148496 -0.0142973 -0.0824995 -0.0643487 0.0590226 0.142019 0.00500905 internal_weight=0 134426 134390 346 134044 229 133815 133260 235 133025 315 555 269 286 292 272 208 82 126 internal_count=134465 134426 134390 346 134044 229 133815 133260 235 133025 315 555 269 286 292 272 208 82 126 cat_boundaries=0 5 11 16 20 cat_threshold=0 0 4 32896 2 1310720 604243971 134501440 30216192 167912001 18882592 0 0 0 0 2 0 0 4 128 is_linear=0 shrinkage=0.01 Tree=605 num_leaves=22 num_cat=6 split_feature=3 10 0 25 6 2 24 26 25 6 25 25 1 19 0 0 7 24 7 1 10 split_gain=127446 64362.7 80294.4 41020.3 78778.7 76729.2 62757.4 86947.8 60858.1 44888.7 36558.3 34651.3 34269.6 134855 59606.9 26336 9969.5 6363.08 6016.14 6374.36 6178.65 threshold=1048.2900000000002 292.71150000000006 166.14750000000004 0 1043.5418000000002 1048.2900000000002 1 2022.5000000000002 2 148.64250000000004 3 4 18.725000000000005 98.927600000000012 478.01250000000005 95.466000000000022 162.43000000000004 5 15.582750000000003 20.099000000000007 543.20000000000016 decision_type=2 2 2 9 2 2 1 2 9 2 9 9 2 2 2 2 2 1 2 2 2 left_child=1 3 16 6 5 12 7 8 -1 10 15 -9 14 -14 -5 -8 18 -12 19 20 -3 right_child=-2 2 -4 4 -6 -7 9 11 -10 -11 17 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.006351651957654577 0.58696948953576988 -0.036146628960175849 -0.72150481514308762 -0.00041066877196635113 -0.62670301604270928 0.50662772623697916 -0.17589565337247762 0.03128201934599107 0.33557649751504265 0.36601248991489416 -0.019791410145030094 -0.21292890401681266 0.022162231911584732 0.65408661470693708 0.19518175229048118 -0.54964016377925873 -0.31612617921829222 -0.090458807616121448 0.082460277199745177 -0.26878465530276296 -0.15973956260889297 leaf_weight=117 37 113 23 127323 20 30 329 114 110 20 258 110 5000 34 156 20 20 287 20 20 63 leaf_count=117 37 113 23 127323 20 30 329 114 110 20 258 110 5000 34 156 20 20 287 20 20 63 internal_value=0 -9.13188e-06 -0.157497 0.00029543 0.000858966 0.000953726 -0.0540431 0.0420897 0.180951 -0.101421 -0.113012 -0.0967522 0.000839245 0.0264303 -0.000171316 -0.191817 -0.10253 -0.0579646 -0.082753 -0.0996115 -0.0803873 internal_weight=0 134187 259 133928 132563 132543 1365 451 227 914 894 224 132513 5034 127479 349 236 545 216 196 176 internal_count=134224 134187 259 133928 132563 132543 1365 451 227 914 894 224 132513 5034 127479 349 236 545 216 196 176 cat_boundaries=0 6 7 13 18 24 25 cat_threshold=0 262144 33820676 8978560 8192 16777217 564 0 0 33558528 128 0 1 0 262144 4100 65536 8192 0 0 33558528 128 0 1 3330 is_linear=0 shrinkage=0.01 Tree=606 num_leaves=15 num_cat=5 split_feature=18 25 24 6 2 4 25 4 0 6 4 0 25 24 split_gain=55353.5 57091.5 77379.6 70758.1 62264.6 49574 44803.7 32964.5 208035 50245.9 24701.1 23138.9 21992.6 13963 threshold=751.80750000000012 0 1 1043.5418000000002 1048.2900000000002 1048.2900000000002 2 293.48250000000002 166.14750000000004 545.08500000000015 186.22625000000002 202.39050000000006 3 4 decision_type=2 9 1 2 2 2 9 2 2 2 2 2 9 1 left_child=1 2 12 4 5 7 -4 9 -9 -3 11 13 -1 -8 right_child=-2 3 6 -5 -6 -7 10 8 -10 -11 -12 -13 -14 -15 leaf_value=0.18262371445524281 0.52619912290573123 0.00070981670550650819 -0.27525820782739824 -0.53124907321929937 0.44186477065086366 0.4141125337625372 -0.0011501897623141606 -0.025781477352751325 -0.95775147291330187 0.25139956961059945 0.26594300484657291 -0.40967569318684666 0.0057699368731810316 -0.10335528838968357 leaf_weight=106 20 132453 136 25 32 29 182 304 26 80 20 22 192 597 leaf_count=106 20 132453 136 25 32 29 182 304 26 80 20 22 192 597 internal_value=0 7.27892e-05 -0.06679 0.000708925 0.000809027 0.000702822 -0.110485 0.000612587 -0.0992094 0.000861139 -0.0802064 -0.0898506 0.0725645 -0.0808184 internal_weight=0 134204 1255 132949 132924 132892 957 132863 330 132533 821 801 298 779 internal_count=134224 134204 1255 132949 132924 132892 957 132863 330 132533 821 801 298 779 cat_boundaries=0 6 7 12 16 17 cat_threshold=0 262144 266244 8978560 8192 16777217 548 0 0 4 0 8192 0 0 4100 65536 272 is_linear=0 shrinkage=0.01 Tree=607 num_leaves=22 num_cat=7 split_feature=3 10 0 25 6 4 24 1 24 6 5 25 0 4 25 24 14 9 10 24 9 split_gain=124938 62949.7 78301.4 39338.7 75894.3 60841.8 60316.4 54837.7 260415 43899.9 41469.7 35421.6 25554.8 22802.9 29767.4 14715 7298.55 9522.31 7468.66 6195.37 5160.36 threshold=1048.2900000000002 292.71150000000006 166.14750000000004 0 1043.5418000000002 1048.2900000000002 1 438.37500000000006 2 148.64250000000004 783.48000000000013 3 95.466000000000022 46.518000000000008 4 5 27.744750000000003 164.68524000000002 638.18750000000011 6 15.570210000000001 decision_type=2 2 2 9 2 2 1 2 1 2 2 9 2 2 9 1 2 2 2 1 2 left_child=1 3 16 6 5 7 13 10 -9 11 -5 12 -8 14 -1 -16 17 18 20 -13 -3 right_child=-2 2 -4 4 -6 -7 9 8 -10 -11 -12 19 -14 -15 15 -17 -18 -19 -20 -21 -22 leaf_value=0.16829597366843252 0.58116433530240441 -0.083835293008544587 -0.71272437841995906 0.00068978793403638846 -0.61512348532676697 0.48463053217301005 -0.17268272713868452 -0.18320971801261274 0.48286828793711578 0.36289692509174343 -0.28176499128341675 -0.019034525907751339 -0.54084252125024801 -0.2644990879556407 0.062240203815170488 -0.077791037292747237 0.08127696341276168 -0.32625553315877914 -0.19858912227288733 -0.088702235567047941 0.089361813753843319 leaf_weight=147 37 123 23 132246 20 26 329 111 108 20 52 258 20 23 148 133 20 20 53 287 20 leaf_count=147 37 123 23 132246 20 26 329 111 108 20 52 258 20 23 148 133 20 20 53 287 20 internal_value=0 -1.06759e-05 -0.15576 0.000290525 0.000842388 0.000935398 -0.0529226 0.000840496 0.15895 -0.0993694 0.000578769 -0.110822 -0.188383 0.0413207 0.0587203 -0.00443356 -0.10148 -0.118402 -0.0971925 -0.0566591 -0.0596119 internal_weight=0 134187 259 133928 132563 132543 1365 132517 219 914 132298 894 349 451 428 281 236 216 196 545 143 internal_count=134224 134187 259 133928 132563 132543 1365 132517 219 914 132298 894 349 451 428 281 236 216 196 545 143 cat_boundaries=0 6 7 8 13 17 18 19 cat_threshold=0 262144 33820676 8978560 8192 16777217 564 968 0 262144 4100 65536 8192 0 262144 4100 65536 20 3330 is_linear=0 shrinkage=0.01 Tree=608 num_leaves=22 num_cat=6 split_feature=3 10 0 25 6 2 4 24 26 25 6 1 25 25 0 2 8 24 10 10 10 split_gain=122452 61697.2 76743.2 38551.4 74384 73862.5 59659 59154.5 85277.6 60037.1 43028.5 34954.7 34705.2 33779 25046.3 7834.98 7456.93 6076.07 5508.96 4647.17 153.303 threshold=1048.2900000000002 292.71150000000006 166.14750000000004 0 1043.5418000000002 1048.2900000000002 1048.2900000000002 1 2022.5000000000002 2 148.64250000000004 40.336500000000008 3 4 95.466000000000022 78.708750000000009 3.2926500000000005 5 543.20000000000016 333.67962000000006 747.99000000000012 decision_type=2 2 2 9 2 2 2 1 2 9 2 2 9 9 2 2 2 1 2 2 2 left_child=1 3 15 7 5 6 11 8 9 -1 12 -5 14 -10 -9 16 18 -14 19 -3 -20 right_child=-2 2 -4 4 -6 -7 -8 10 13 -11 -12 -13 17 -15 -16 -17 -18 -19 20 -21 -22 leaf_value=0.0052328725123968649 0.57535264814222187 -0.15720452016592026 -0.70559713488039766 -6.7329429655150032e-05 -0.60897226488590239 0.49706407801310221 0.47978422495035028 -0.17095589653336896 0.029982811058721234 0.33202054373423262 0.35926798152923584 0.034232078860613399 -0.018851283977725612 -0.21126083226998649 -0.5354340947270394 -0.28016960339112712 0.053830939233303073 -0.087845079256629308 -0.20069411150891991 -0.025465526072607367 -0.16807355757951736 leaf_weight=117 37 40 23 129446 20 30 26 329 114 110 20 3041 258 110 20 22 34 287 34 81 25 leaf_count=117 37 40 23 129446 20 30 26 329 114 110 20 3041 258 110 20 22 34 287 34 81 25 internal_value=0 -1.03124e-05 -0.154203 0.000287877 0.00083419 0.00092627 0.000813947 -0.0523901 0.0409406 0.178445 -0.0983874 0.000719952 -0.109726 -0.0965778 -0.186499 -0.100465 -0.081991 -0.056112 -0.107646 -0.0690156 -0.186872 internal_weight=0 134187 259 133928 132563 132543 132513 1365 451 227 914 132487 894 224 349 236 214 545 180 121 59 internal_count=134224 134187 259 133928 132563 132543 132513 1365 451 227 914 132487 894 224 349 236 214 545 180 121 59 cat_boundaries=0 6 7 13 18 24 25 cat_threshold=0 262144 33820676 8978560 8192 16777217 564 0 0 33558528 128 0 1 0 262144 4100 65536 8192 0 0 33558528 128 0 1 3330 is_linear=0 shrinkage=0.01 Tree=609 num_leaves=14 num_cat=3 split_feature=3 18 25 24 26 6 2 4 1 25 4 0 26 split_gain=120015 54252.9 45773 74609.6 85091.7 56232.7 56746.7 46701.1 31725.8 31622.7 26806.2 17012.7 11979 threshold=1048.2900000000002 751.80750000000012 0 1 2022.5000000000002 1043.5418000000002 1048.2900000000002 1048.2900000000002 18.725000000000005 2 144.67106000000004 175.33000000000001 2022.5000000000002 decision_type=2 2 9 1 2 2 2 2 2 9 2 2 2 left_child=1 2 3 4 -1 6 7 8 -4 12 11 -11 -5 right_child=-2 -3 5 9 -6 -7 -8 -9 -10 10 -12 -13 -14 leaf_value=0.19749825350128777 0.56959919594429642 0.52078175973892216 -0.00059205922513788753 -0.34868607312053834 -0.091694949708333834 -0.48352355778217315 0.42836643342048897 0.40172082458076808 0.024924214968043815 -0.08540473387938112 0.27710287070274353 -0.37454525053501131 -0.16725261491277946 leaf_weight=202 37 20 127766 77 205 24 31 29 5066 657 20 21 69 leaf_count=202 37 20 127766 77 205 24 31 29 5066 657 20 21 69 internal_value=0 -1.01725e-05 -8.78058e-05 -0.0600526 0.0505928 0.000481063 0.000568509 0.000468692 0.000381091 -0.113377 -0.0825343 -0.0943604 -0.246085 internal_weight=0 134187 134167 1251 407 132916 132892 132861 132832 844 698 678 146 internal_count=134224 134187 134167 1251 407 132916 132892 132861 132832 844 698 678 146 cat_boundaries=0 6 7 12 cat_threshold=0 262144 266244 8978560 8192 16777217 564 0 0 4 65536 8192 is_linear=0 shrinkage=0.01 Tree=610 num_leaves=30 num_cat=3 split_feature=7 6 0 3 7 4 3 24 3 3 24 26 1 0 0 3 9 11 0 9 24 4 1 7 1 3 26 0 26 split_gain=60129.5 101604 65991.4 425547 105112 106290 66530.9 113281 87462.4 58442.1 50992.3 44600.5 43954.3 43506.2 36129 29426.6 156762 51722.4 28108.4 28107 27028.1 20339.6 11799.1 11127.3 9648.45 1282.18 1057.51 649.011 4117.71 threshold=549.10000000000002 79.512800000000013 213.3887 364.99000000000007 43.669000000000011 232.66575000000003 400.30000000000007 0 782.62500000000011 782.62500000000011 1 2022.5000000000002 56.871000000000002 332.39451000000003 186.50375000000003 134.02375000000004 297.82575000000008 24.108600000000003 782.62500000000011 797.90800000000002 2 14.594500000000002 5.6142500000000011 783.48000000000013 16.501200000000001 483.18750000000006 2022.5000000000002 202.39050000000006 2022.5000000000002 decision_type=2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=2 11 6 4 5 10 14 8 21 22 18 -2 -12 -6 15 19 17 -17 -4 20 -1 25 26 -13 27 -8 -9 28 -16 right_child=1 -3 3 -5 13 -7 7 9 -10 -11 12 23 -14 -15 24 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.0051460866857736586 0.30440351219177247 -0.72555795498689024 -0.0094872848152631698 1.4985469064258394 -0.11248963874119979 0.78729478881472637 -0.19788867011976738 -0.14427109112634379 0.61611090670029323 -0.71631961642084885 0.10759095469285189 -0.3249422897771001 0.48484428500427917 -0.70955643177032468 -0.059697277016109884 0.016381431870380707 0.93577657711505891 0.33458661094578829 -0.36135876502990727 -0.28278546661138537 -0.0038754774873794311 0.21408776748180391 -0.45951140815019609 -0.073338800275172936 -0.3436508958041668 -0.10991543238227433 -0.22152692814131039 -0.086347817533156443 -0.20465982298518337 leaf_weight=66395 25 30 247 21 26 21 30 34 24 37 337 32 34 23 36 717 20 55 25 35 66420 20 20 39 24 37 37 34 43 leaf_count=66395 25 30 247 21 26 21 30 34 24 37 337 32 34 23 36 717 20 55 25 35 66420 20 20 39 24 37 37 34 43 internal_value=0 -0.21758 0.000975893 0.0955363 0.0542135 0.0871969 0.000457997 -0.166238 0.0749164 -0.353593 0.0643321 -0.0588362 0.138433 -0.392745 0.000755805 0.000922193 0.0616961 0.0390515 -0.0403451 0.000559883 0.000634551 -0.0657675 -0.244966 -0.186738 -0.161554 -0.149306 -0.184531 -0.122879 -0.138601 internal_weight=0 126 134752 734 713 664 134018 239 111 128 643 96 371 49 133779 133642 792 772 272 132850 132815 87 91 71 137 67 71 113 79 internal_count=134878 126 134752 734 713 664 134018 239 111 128 643 96 371 49 133779 133642 792 772 272 132850 132815 87 91 71 137 67 71 113 79 cat_boundaries=0 1 2 3 cat_threshold=1414 3121 1393 is_linear=0 shrinkage=0.01 Tree=611 num_leaves=18 num_cat=2 split_feature=7 2 3 26 4 23 3 9 25 11 22 18 24 22 23 26 7 split_gain=58932.9 108677 48946.4 81548.2 38833.3 38251.8 37498 86698.4 34313 55861 35944 27926.1 20813 20531.5 31359.3 17210.8 7598.29 threshold=549.10000000000002 6.179850000000001 782.62500000000011 2022.5000000000002 1048.2900000000002 5.660000000000001 336.88000000000005 42.531250000000007 0 250.05000000000004 287.50000000000006 2.5160000000000005 1 0.90475000000000005 190.83300750000001 2022.5000000000002 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 left_child=2 15 4 -4 5 6 8 12 9 -1 -10 13 -8 14 -7 -2 -17 right_child=1 -3 3 -5 -6 11 7 -9 10 -11 -12 -13 -14 -15 -16 16 -18 leaf_value=0.020185813859548402 0.11497781827052433 -0.89152149045467388 -0.14923494325743783 0.56569737287668087 0.33388450813293463 0.0079847463144772299 -0.1592316464637801 -0.7195563166791743 -0.00044360973604120056 0.31042734459264959 0.37140880415072808 0.49393386816978457 0.023125236750476889 0.40169406247138983 0.43168352079391481 -0.27328909845815769 -0.073034104444086548 leaf_weight=6454 30 20 27 39 35 138 108 22 127642 67 26 20 134 20 20 36 40 leaf_count=6454 30 20 27 39 35 138 108 22 127642 67 26 20 134 20 20 36 40 internal_value=0 -0.215404 0.000966135 0.273225 0.000832721 0.00074615 0.000541615 -0.118521 0.000775855 0.0231324 -0.000367852 0.139637 -0.0638814 0.0998284 0.0616175 -0.0878343 -0.167892 internal_weight=0 126 134752 66 134686 134651 134453 264 134189 6521 127668 198 242 178 158 106 76 internal_count=134878 126 134752 66 134686 134651 134453 264 134189 6521 127668 198 242 178 158 106 76 cat_boundaries=0 6 7 cat_threshold=5505024 67371011 266580 965214336 134218305 18948128 3157 is_linear=0 shrinkage=0.01 Tree=612 num_leaves=29 num_cat=7 split_feature=7 2 0 3 7 4 25 24 3 2 7 1 3 0 25 0 25 24 25 25 2 3 5 26 7 1 0 26 split_gain=57760.1 106515 64605.3 417364 102991 103953 88269.1 157195 65102.1 147916 171354 51367 42643.5 42640.7 38221.6 35437.9 33634.1 63831.4 130102 78542.4 38988.6 38469.1 17560.2 60252.9 16653.8 9462.94 637.29 4037.99 threshold=549.10000000000002 6.179850000000001 213.3887 364.99000000000007 43.669000000000011 232.66575000000003 0 1 400.30000000000007 200.46000000000004 8.3632500000000025 113.87250000000002 782.62500000000011 332.39451000000003 2 186.50375000000003 3 4 5 6 1048.2900000000002 77.170100000000005 16.747500000000006 2022.5000000000002 783.48000000000013 16.501200000000001 202.39050000000006 2022.5000000000002 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 2 9 2 9 1 9 9 2 2 2 2 2 2 2 2 left_child=2 22 8 4 5 6 7 -4 15 10 11 12 -10 -6 -8 16 17 18 -1 -19 21 -18 23 -2 -25 26 27 -17 right_child=1 -3 3 -5 13 -7 14 -9 9 -11 -12 -13 -14 -15 -16 25 20 19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 leaf_value=0.14206702401792318 0.42944371063600889 -0.88260625872015952 0.45880338060669601 1.483974004473005 -0.111376176992288 0.7786026109967914 -0.1829345453101977 -0.0598288339972496 -0.029485936648570573 -0.98767306613922123 0.79306804931163788 -0.65859755551815025 -0.37565095604682458 -0.70247437933216927 0.031178121781497269 -0.059153169261084659 -0.0008954233735803199 0.11532866431532729 -0.0088410978563874323 -0.013466795373149841 0.40274127324422204 0.055439052920958964 -0.33146018121553505 -0.36038668949689184 -0.028808602212053357 -0.34034926364819207 -0.085510240582858818 -0.20270572983941368 leaf_weight=1120 22 20 118 21 26 21 103 110 130 20 20 20 49 23 312 36 125421 524 1161 4168 24 1224 23 28 33 24 34 43 leaf_count=1120 22 20 118 21 26 21 103 110 130 20 20 20 49 23 312 36 125421 524 1161 4168 24 1224 23 28 33 24 34 43 internal_value=0 -0.21325 0.000956373 0.0945184 0.0535948 0.0862436 0.0636316 0.216586 0.000443945 -0.164452 -0.0892724 -0.17795 -0.124246 -0.38883 -0.0250171 0.000738537 0.000903326 0.0222689 0.0655534 0.0011317 -0.000274566 -0.000350961 -0.086956 -0.0192018 -0.181008 -0.160012 -0.12171 -0.137289 internal_weight=0 126 134752 734 713 664 643 228 134018 239 219 199 179 49 415 133779 133642 6973 2281 4692 126669 126645 106 83 61 137 113 79 internal_count=134878 126 134752 734 713 664 643 228 134018 239 219 199 179 49 415 133779 133642 6973 2281 4692 126669 126645 106 83 61 137 113 79 cat_boundaries=0 5 6 12 18 19 23 28 cat_threshold=33280 4096 16384 0 1 972 536870912 1179648 0 272629760 0 33554432 2152988672 67371011 266580 970457216 134218305 18948128 3168 0 67371008 340 415236096 0 3 266240 16777344 134218304 is_linear=0 shrinkage=0.01 Tree=613 num_leaves=29 num_cat=7 split_feature=7 2 0 3 7 4 25 24 3 2 7 1 3 0 25 0 25 24 25 25 2 3 5 26 7 1 0 26 split_gain=56610.9 104395 63365.2 409039 100957 101874 86660.1 154312 63806.7 144973 167944 50344.7 41794.9 41792.2 37521.5 34732.8 32974.7 62568.3 127536 77005.9 38212.7 37703.6 17210.7 59053.8 16322.4 9274.63 624.608 3957.64 threshold=549.10000000000002 6.179850000000001 213.3887 364.99000000000007 43.669000000000011 232.66575000000003 0 1 400.30000000000007 200.46000000000004 8.3632500000000025 113.87250000000002 782.62500000000011 332.39451000000003 2 186.50375000000003 3 4 5 6 1048.2900000000002 77.170100000000005 16.747500000000006 2022.5000000000002 783.48000000000013 16.501200000000001 202.39050000000006 2022.5000000000002 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 2 9 2 9 1 9 9 2 2 2 2 2 2 2 2 left_child=2 22 8 4 5 6 7 -4 15 10 11 12 -10 -6 -8 16 17 18 -1 -19 21 -18 23 -2 -25 26 27 -17 right_child=1 -3 3 -5 13 -7 14 -9 9 -11 -12 -13 -14 -15 -16 25 20 19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 leaf_value=0.14065892335428007 0.42514927625656129 -0.87378020618855956 0.45457379372324797 1.4691341926938011 -0.11026241509960247 0.77081654139927458 -0.18126708718527734 -0.059280399898687997 -0.029191078380896497 -0.97779635405540466 0.78513741952180871 -0.65201156938076021 -0.37189447629208466 -0.69544962333596272 0.030876017135122551 -0.058561637666490349 -0.00088646914543767999 0.11419696846704805 -0.0087534434439329699 -0.013332449868553246 0.39871383031209312 0.054884662235557442 -0.32814556702323577 -0.3567828276221241 -0.028520516274553355 -0.33694576819737754 -0.084655138043796305 -0.20067867395489714 leaf_weight=1120 22 20 118 21 26 21 103 110 130 20 20 20 49 23 312 36 125421 524 1161 4168 24 1224 23 28 33 24 34 43 leaf_count=1120 22 20 118 21 26 21 103 110 130 20 20 20 49 23 312 36 125421 524 1161 4168 24 1224 23 28 33 24 34 43 internal_value=0 -0.211117 0.000947167 0.0936069 0.0530935 0.0854184 0.0630337 0.214587 0.000439681 -0.162808 -0.0883797 -0.17617 -0.123004 -0.384942 -0.0248026 0.000731327 0.000894469 0.0220496 0.0649037 0.00112254 -0.00027182 -0.000347452 -0.0860864 -0.0190098 -0.179198 -0.158411 -0.120493 -0.135916 internal_weight=0 126 134752 734 713 664 643 228 134018 239 219 199 179 49 415 133779 133642 6973 2281 4692 126669 126645 106 83 61 137 113 79 internal_count=134878 126 134752 734 713 664 643 228 134018 239 219 199 179 49 415 133779 133642 6973 2281 4692 126669 126645 106 83 61 137 113 79 cat_boundaries=0 5 6 12 18 19 23 28 cat_threshold=33280 4096 16384 0 1 972 536870912 1179648 0 272629760 0 33554432 2152988672 67371011 266580 970457216 134218305 18948128 3168 0 67371008 340 415236096 0 3 266240 16777344 134218304 is_linear=0 shrinkage=0.01 Tree=614 num_leaves=28 num_cat=0 split_feature=7 2 0 3 7 4 3 2 7 2 5 3 0 0 3 9 11 9 23 26 5 26 7 3 2 0 0 split_gain=55484.5 102318 62148.9 400879 98963.6 99835.6 62537.1 142088 164602 59005.9 53617.6 42672.8 40960.5 34041.7 27993.2 153725 50746.2 27621.5 26301.4 25776.8 16868.2 57878.6 15997.6 8161.71 4577.93 528.274 1114.72 threshold=549.10000000000002 6.179850000000001 213.3887 364.99000000000007 43.669000000000011 232.66575000000003 400.30000000000007 200.46000000000004 8.3632500000000025 293.03820000000002 54.652568500000008 782.62500000000011 332.39451000000003 186.50375000000003 134.02375000000004 297.82575000000008 24.108600000000003 797.90800000000002 242.15000000000003 2022.5000000000002 16.747500000000006 2022.5000000000002 783.48000000000013 1048.2900000000002 15.769764000000002 192.77500000000003 202.39050000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 20 6 4 5 9 13 8 11 10 -4 19 -6 14 17 16 -16 18 -1 -8 21 -2 -23 -13 25 -15 -27 right_child=1 -3 3 -5 12 -7 7 -9 -10 -11 -12 23 -14 24 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 leaf_value=0.00055173155857526977 0.42089779013937167 -0.86504240512847907 0.057205303165687824 1.4544428752717518 -0.10915979536680075 0.76310841242472338 0.058815352765481867 -0.96801837527751933 0.77728603041172029 -0.4138428470611572 0.4357820400595665 -0.29589916850839343 -0.68849512924318734 -0.1050522535900737 0.015281620912638337 0.92573321804404263 0.33046947656978259 -0.28035534599423406 0.36321765232086178 -0.20861691498985657 -0.32486411778823188 -0.35321499852197513 -0.028235292768839636 -0.54194822311401369 -0.2966419105529785 -0.18900085939301384 -0.11134829747049432 leaf_weight=132795 22 20 578 21 26 21 67 20 20 25 40 28 23 43 717 20 55 35 20 78 23 28 33 26 20 36 38 leaf_count=132795 22 20 578 21 26 21 67 20 20 25 40 28 23 43 717 20 55 35 20 78 23 28 33 26 20 36 38 internal_value=0 -0.209006 0.00093805 0.0927042 0.0525969 0.0846011 0.000435458 -0.16118 -0.0874959 0.0624415 0.0817087 -0.174409 -0.381093 0.000724188 0.000885698 0.0601609 0.0377367 0.000532323 0.000606344 -0.0850448 -0.0852255 -0.0188197 -0.177406 -0.414367 -0.156827 -0.132927 -0.149125 internal_weight=0 126 134752 734 713 664 134018 239 219 643 618 199 49 133779 133642 792 772 132850 132815 145 106 83 61 54 137 117 74 internal_count=134878 126 134752 734 713 664 134018 239 219 643 618 199 49 133779 133642 792 772 132850 132815 145 106 83 61 54 137 117 74 is_linear=0 shrinkage=0.01 Tree=615 num_leaves=14 num_cat=0 split_feature=9 3 18 6 3 6 7 7 8 4 1 7 9 split_gain=122699 65705.1 63892.9 40523.5 162764 70111.2 60908.8 77555.4 67099.5 50121 194579 43774 19351.8 threshold=797.90800000000002 1048.2900000000002 520.79087500000014 166.11250000000004 316.16700000000009 161.20500000000004 225.07500000000002 401.66700000000003 145.34500000000003 64.756750000000025 438.37500000000006 650.90000000000009 1037.4750000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 6 9 8 -8 -5 11 -11 -1 -2 right_child=12 -3 -4 4 -6 -7 7 -9 -10 10 -12 -13 -14 leaf_value=-0.00015757257833548882 -0.31351150180454607 0.45346051275730132 -0.37647006690502166 -0.042083912477307805 -0.83564386171323279 0.44205886258019339 0.65289254435786492 -0.16870294213294984 -0.44206516779793631 0.041898198587408002 1.0101802968978881 0.2517825936148132 -0.70824125289916995 leaf_weight=131304 27 32 45 617 27 36 27 20 45 1768 21 69 23 leaf_count=131304 27 32 45 617 27 36 27 20 45 1768 21 69 23 internal_value=0 0.000382726 0.000274512 0.000401093 -0.0735965 0.000809975 -0.0445764 0.303277 -0.069273 0.000690684 0.0532643 -2.5248e-05 -0.495087 internal_weight=0 134011 133979 133934 736 133198 709 47 662 133162 1789 131373 50 internal_count=134061 134011 133979 133934 736 133198 709 47 662 133162 1789 131373 50 is_linear=0 shrinkage=0.01 Tree=616 num_leaves=15 num_cat=0 split_feature=18 10 6 13 8 5 3 3 6 10 10 13 8 6 split_gain=62595.9 57326.2 65585.1 47219.5 38667.5 48116.1 478089 55871.9 27318.8 9240.75 5362.4 5269.02 3556.29 38.2967 threshold=520.79087500000014 638.18750000000011 783.48000000000013 673.83140000000014 574.83500000000015 74.112200000000016 483.18750000000006 1048.2900000000002 9.3037500000000026 747.99000000000012 950.63250000000005 779.68675000000019 808.31735000000015 1043.5418000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 12 -3 -11 -5 -6 -4 right_child=-2 9 13 11 8 6 -8 -9 -10 10 -12 -13 -14 -15 leaf_value=1.1913350461920402e-05 -0.3727053716844983 0.44123755931854247 -0.31786622075473558 -0.17003055167198181 -0.043418906391472431 0.035672474179577834 1.5915705918073655 -0.47277755508422853 -0.52902802406996485 0.099235806834464896 0.3085035053888957 -0.37572898741924404 -0.18027749492953984 -0.33365897817271101 leaf_weight=132113 45 24 34 20 37 1574 20 25 20 25 24 33 39 28 leaf_count=132113 45 24 34 20 37 1574 20 25 20 25 24 33 39 28 internal_value=0 0.000321167 0.000168481 0.000319065 0.000437251 0.00058127 0.0551944 -7.75366e-05 -0.200186 0.280475 0.201734 -0.298107 -0.113649 -0.324998 internal_weight=0 134016 133943 133881 133828 133732 1594 132138 96 73 49 53 76 62 internal_count=134061 134016 133943 133881 133828 133732 1594 132138 96 73 49 53 76 62 is_linear=0 shrinkage=0.01 Tree=617 num_leaves=12 num_cat=0 split_feature=9 3 18 12 0 11 13 12 11 9 12 split_gain=120466 64894 61375.4 39799.1 141054 40063.6 36452.8 33400.6 29918.4 18994.2 5655.53 threshold=797.90800000000002 1048.2900000000002 520.79087500000014 417.10750000000002 110.69500000000002 756.4475000000001 673.83140000000014 93.857500000000016 27.248500000000003 1037.4750000000001 650.90000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 8 6 7 -1 10 -2 -5 right_child=9 -3 -4 4 -6 -7 -8 -9 -10 -11 -12 leaf_value=0.00022110451258499001 -0.3106728746052142 0.4506495785713196 -0.36897831003202336 -0.17302773151757581 -0.8659570888678233 0.32522447610371991 -0.27222412829496423 0.070639320624499763 0.29068823452418047 -0.70173864696336841 -0.014370363782613705 leaf_weight=133030 27 32 45 53 24 38 49 677 24 23 39 leaf_count=133030 27 32 45 53 24 38 49 677 24 23 39 internal_value=0 0.000377098 0.000269554 0.000393616 -0.168124 0.00056995 0.000477716 0.000577654 -0.0237448 -0.490563 -0.105771 internal_weight=0 134011 133979 133934 140 133794 133756 133707 116 50 92 internal_count=134061 134011 133979 133934 140 133794 133756 133707 116 50 92 is_linear=0 shrinkage=0.01 Tree=618 num_leaves=13 num_cat=0 split_feature=9 3 18 6 3 6 2 7 7 0 2 9 split_gain=118069 63602.6 60181.6 41785.4 158466 68696.6 62575 60382.9 75852.4 52344.3 50031.6 18616.2 threshold=797.90800000000002 1048.2900000000002 578.38750000000016 166.11250000000004 316.16700000000009 161.20500000000004 1048.2900000000002 225.07500000000002 401.66700000000003 255.30450000000005 440.18000000000006 1037.4750000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 7 6 10 9 -9 -5 -1 -2 right_child=11 -3 -4 4 -6 -7 -8 8 -10 -11 -12 -13 leaf_value=0.0007930021239511948 -0.30756613821895035 0.4461430537700653 -0.40854396144549049 -0.052013829496197816 -0.82665116212986134 0.43756708063185218 0.43607545722614638 0.6460034794277616 -0.166521516084671 -0.49381388459886821 -0.16512126878067687 -0.69472125177798061 leaf_weight=132955 27 32 36 635 27 36 33 27 20 28 182 23 leaf_count=132955 27 32 36 635 27 36 33 27 20 28 182 23 internal_value=0 0.000373327 0.000266858 0.000376734 -0.074713 0.00079219 0.000674116 -0.0461182 0.300248 -0.0706721 0.000566195 -0.485657 internal_weight=0 134011 133979 133943 737 133206 133170 710 47 663 133137 50 internal_count=134061 134011 133979 133943 737 133206 133170 710 47 663 133137 50 is_linear=0 shrinkage=0.01 Tree=619 num_leaves=15 num_cat=0 split_feature=18 10 6 13 8 5 3 3 6 10 10 13 8 6 split_gain=59022.8 56330 63513.6 45416.6 37650.9 47291.3 468506 56876.6 26540.6 8969 5296.63 5095.45 3462.54 34.8174 threshold=520.79087500000014 638.18750000000011 783.48000000000013 673.83140000000014 574.83500000000015 74.112200000000016 483.18750000000006 1048.2900000000002 9.3037500000000026 747.99000000000012 950.63250000000005 779.68675000000019 808.31735000000015 1043.5418000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 12 -3 -11 -5 -6 -4 right_child=-2 9 13 11 8 6 -8 -9 -10 10 -12 -13 -14 -15 leaf_value=3.6899677160941719e-06 -0.36191185396578573 0.43640175938606263 -0.31302949176115152 -0.16641581606864927 -0.042950018118764907 0.035384309998603383 1.5756094787120818 -0.4770177070617676 -0.52166834039986132 0.098578448569774629 0.30655882289012271 -0.36869778539195203 -0.1779926364009197 -0.32808778303010122 leaf_weight=132113 45 24 34 20 37 1574 20 25 20 25 24 33 39 28 leaf_count=132113 45 24 34 20 37 1574 20 25 20 25 24 33 39 28 internal_value=0 0.000311721 0.000160368 0.000308554 0.000424462 0.000566575 0.0547096 -8.65606e-05 -0.197544 0.278021 0.200446 -0.292365 -0.112248 -0.31983 internal_weight=0 134016 133943 133881 133828 133732 1594 132138 96 73 49 53 76 62 internal_count=134061 134016 133943 133881 133828 133732 1594 132138 96 73 49 53 76 62 is_linear=0 shrinkage=0.01 Tree=620 num_leaves=19 num_cat=2 split_feature=6 25 4 0 10 5 5 0 13 11 8 25 0 2 4 4 0 4 split_gain=72897.2 70556.7 49780.5 38611.6 34838.2 81026.6 52043 225684 62639.5 38094.3 25838 14404.8 19520.7 12373 6481.31 6282.82 5759.34 1306.02 threshold=1043.5418000000002 0 648.37500000000011 1083.9006000000002 218.00000000000003 109.52500000000002 116.45550000000001 202.39050000000006 465.60925000000003 77.331337500000004 18.416500000000003 1 213.3887 29.184500000000003 106.34820000000002 1048.2900000000002 14.594500000000002 779.31175000000019 decision_type=2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 11 3 4 6 10 8 -8 -3 -7 -6 -1 13 14 16 17 -13 -4 right_child=-2 2 15 -5 5 9 7 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 leaf_value=-0.16162618675503124 -0.50194602875873962 -0.00040984086525575232 0.136661217921489 -0.3321706859043666 -0.085926132968225932 -0.20788665025130562 0.037720386336734094 0.72761402106285089 0.27439349534999896 -0.78993790637363093 0.12136314999116095 -0.051710770612890603 0.24376068973541259 -0.24389974558353422 -0.21491688110210277 0.35705231350881084 -0.22400950956344606 0.22390274593606591 leaf_weight=201 29 131750 37 35 288 23 918 50 83 22 76 647 20 40 27 27 20 32 leaf_count=201 29 131750 37 35 288 23 918 50 83 22 76 647 20 40 27 27 20 32 internal_value=0 -0.000524103 9.25286e-05 -7.14697e-05 1.5787e-05 -0.0921349 0.000299592 0.0733554 -0.000236829 -0.492445 -0.042646 -0.0857241 -0.0636395 -0.0728826 -0.0630257 0.227727 -0.0568771 0.177121 internal_weight=0 134296 133341 133245 133210 409 132801 968 131833 45 364 955 754 734 694 96 667 69 internal_count=134325 134296 133341 133245 133210 409 132801 968 131833 45 364 955 754 734 694 96 667 69 cat_boundaries=0 5 10 cat_threshold=2148794368 67108864 266240 16809984 33564736 0 0 0 16777216 8256 is_linear=0 shrinkage=0.01 Tree=621 num_leaves=23 num_cat=8 split_feature=25 3 2 4 3 4 0 2 1 25 24 9 3 24 0 26 26 25 24 24 25 26 split_gain=71355.5 147078 47031.4 50176.6 142629 99605.2 41095.8 100797 105195 39001.1 65056.4 49987.9 38573.2 25118.6 19943.6 14955.8 13494.8 20880.4 29952.2 17293.5 7812.57 3539.3 threshold=0 1048.2900000000002 1048.2900000000002 648.37500000000011 81.070525000000018 1048.2900000000002 539.75000000000011 12.987 8.0855000000000015 1 2 1037.4750000000001 293.03820000000002 3 60.461000000000006 2022.5000000000002 2022.5000000000002 4 5 6 7 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 9 1 2 2 1 2 2 2 9 1 1 9 2 left_child=12 2 3 6 5 21 9 8 -8 10 -2 -11 13 15 16 -1 17 -15 -19 -18 -21 -5 right_child=1 -3 -4 4 -6 -7 7 -9 -10 11 -12 -13 -14 14 -16 -17 19 18 -20 20 -22 -23 leaf_value=-0.058159564632967301 0.29999807929992678 0.70010063298543301 -0.39606164884567263 -0.28349238843917846 0.97968174862861634 0.60053110721436409 0.089556145609015286 -0.7454790800094605 -0.65979338231294049 -0.00050898841723864808 0.031296599649606953 0.49946811580657957 -0.50096448800780558 -0.15717776010433832 -0.34245353149645252 0.1316775802244623 -0.019545573328362136 0.13158867198770696 -0.079947947675024555 -0.23441357219920439 -0.089983821427526561 -0.12238717150688171 leaf_weight=83 100 30 30 25 20 22 101 25 23 132398 543 20 22 110 33 83 112 100 161 143 111 30 leaf_count=83 100 30 30 25 20 22 101 25 23 132398 543 20 22 110 33 83 112 100 161 143 111 30 internal_value=0 -5.19106e-06 -0.000162711 -7.36161e-05 0.227282 0.031854 -0.000239171 -0.166222 -0.0494361 -5.33055e-05 0.0770395 -0.000433441 -0.0861733 -0.0773446 -0.100637 0.0346704 -0.0911744 -0.048673 0.00296552 -0.134256 -0.177096 -0.195617 internal_weight=0 133367 133337 133307 97 77 133210 149 124 133061 643 132418 958 936 770 166 737 371 261 366 254 55 internal_count=134325 133367 133337 133307 97 77 133210 149 124 133061 643 132418 958 936 770 166 737 371 261 366 254 55 cat_boundaries=0 5 10 11 12 17 18 19 24 cat_threshold=2148794368 67108864 266240 16809984 33564736 0 262147 4 134283392 512 96 640 2147483648 67108864 0 0 8192 71 1048 0 0 4096 16777216 33562624 is_linear=0 shrinkage=0.01 Tree=622 num_leaves=27 num_cat=6 split_feature=6 25 10 0 8 5 17 2 2 24 13 1 7 11 5 15 24 0 26 25 26 24 13 25 26 13 split_gain=71435.8 67851.6 36976.3 60448.5 50616.3 46437.4 226022 258973 190943 142182 61240 43561.9 42257.2 37856.3 37150.3 40932.3 32430 19759.6 16363 16219.3 28529.5 27829.2 8314.9 6962.74 5048.08 453.71 threshold=1043.5418000000002 0 218.00000000000003 108.06300000000002 319.20468000000005 116.45550000000001 109.37875000000001 174.86250000000004 272.73498000000006 1 465.60925000000003 1066.3056000000001 43.669000000000011 549.10000000000002 116.45550000000001 8.0855000000000015 2 60.461000000000006 2022.5000000000002 3 2022.5000000000002 4 779.68675000000019 5 2022.5000000000002 557.40000000000009 decision_type=2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 9 2 1 2 9 2 2 left_child=1 16 5 4 14 10 7 9 -9 -7 11 13 -5 -3 15 -4 18 19 -1 24 21 -21 25 -22 -18 -12 right_child=-2 2 3 12 -6 6 -8 8 -10 -11 22 -13 -14 -15 -16 -17 17 -19 -20 20 23 -23 -24 -25 -26 -27 leaf_value=-0.052430690924326583 -0.49688325162591607 -0.00026705151239739955 -0.081938174143739925 -0.10537796497344971 0.43862558448314665 0.17067794950288018 0.95456068805285865 1.4907916796207428 0.25940505630829758 -0.089978549026721824 0.2399621654378957 0.36862062513828281 -0.70086616231844967 -0.24742553830146791 -0.4864205060686384 0.37454853057151755 -0.29925104333643332 -0.34798808658824248 0.14677015351660458 0.099686534281130182 -0.062189085086186723 -0.085316735767736671 0.43808669838038355 -0.1785135622024536 -0.16006366948286693 0.18535119459033012 leaf_weight=84 29 131773 304 22 20 314 28 20 34 581 29 32 26 62 21 21 57 34 81 125 116 195 22 215 48 32 leaf_count=84 29 131773 304 22 20 314 28 20 34 581 29 32 26 62 21 21 57 34 81 125 116 195 22 215 48 32 internal_value=0 -0.000512817 9.18789e-05 -0.0942677 -0.0505082 0.000385768 0.0690743 0.0429483 0.715474 0.00237132 -0.000122824 -0.000293741 -0.427934 -0.000383286 -0.0787818 -0.0524421 -0.0840636 -0.110757 0.0427669 -0.101553 -0.0787196 -0.0126008 0.271422 -0.145019 -0.215134 0.211314 internal_weight=0 134296 133341 414 366 132927 977 949 54 895 131950 131867 48 131835 346 325 955 790 165 756 651 320 83 331 105 61 internal_count=134325 134296 133341 414 366 132927 977 949 54 895 131950 131867 48 131835 346 325 955 790 165 756 651 320 83 331 105 61 cat_boundaries=0 5 6 7 12 13 18 cat_threshold=2148794368 67108864 266240 16809984 33564736 833 640 2147483648 0 0 0 8192 39 0 67108864 262144 32768 2048 is_linear=0 shrinkage=0.01 Tree=623 num_leaves=17 num_cat=0 split_feature=6 10 9 0 8 4 4 0 2 4 0 6 15 7 4 4 split_gain=70014.2 34961.4 64807.7 59918 49235.9 48221.6 41006.3 52432.5 35005.6 34236.5 126080 39156 24103.8 9006.85 4911.58 142.192 threshold=1043.5418000000002 218.00000000000003 1037.4750000000001 108.06300000000002 319.20468000000005 53.227330000000002 648.37500000000011 1083.9006000000002 192.58100000000002 293.48250000000002 144.79006000000001 442.89500000000004 8.0855000000000015 145.34500000000003 1048.2900000000002 779.31175000000019 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 4 8 -5 7 9 12 11 -11 -1 13 -3 15 -8 right_child=-2 3 -4 5 -6 -7 14 -9 -10 10 -12 -13 -14 -15 -16 -17 leaf_value=-0.00029297625070040691 -0.49191442432074711 -0.059599878648390073 0.56898188591003418 -0.048626156806945799 0.43423931074142458 -0.69153228155204238 0.14352110554774603 -0.36245146274566653 -0.48209738111495976 -0.048555722474157806 -0.83819182916121049 0.16703292589953969 0.26850971308621491 -0.27389488890057517 0.31076072847843172 0.17249225806444884 leaf_weight=133298 29 297 20 20 20 28 36 40 20 250 22 140 22 21 30 32 leaf_count=133298 29 297 20 20 20 28 36 40 20 250 22 140 22 21 30 32 internal_value=0 -0.000507797 -0.000219296 -0.0907438 -0.0486919 -0.423655 -0.000304348 -0.000454174 -0.0755214 -0.000345881 -0.112423 -0.000117422 -0.0516051 -0.0737514 0.204177 0.157155 internal_weight=0 134296 133868 428 380 48 133848 133750 360 133710 272 133438 340 318 98 68 internal_count=134325 134296 133868 428 380 48 133848 133750 360 133710 272 133438 340 318 98 68 is_linear=0 shrinkage=0.01 Tree=624 num_leaves=21 num_cat=7 split_feature=25 3 6 4 3 4 9 0 6 25 3 24 0 26 26 25 24 24 25 26 split_gain=68655.9 144115 51932.2 47158.3 141079 112197 41620 40645.4 193830 44807.7 37706.5 24134.7 19064.7 14373.2 12985.8 20159.7 29139 17049.2 7598.76 5305.79 threshold=0 1048.2900000000002 1043.5418000000002 648.37500000000011 81.070525000000018 1048.2900000000002 1037.4750000000001 243.58000000000001 54.960000000000008 1 293.03820000000002 2 60.461000000000006 2022.5000000000002 2022.5000000000002 3 4 5 6 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 9 2 1 2 2 2 9 1 1 9 2 left_child=10 2 3 6 5 19 7 9 -9 -2 11 13 14 -1 15 -13 -17 -16 -19 -5 right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 -12 12 -14 -15 17 16 -18 18 -20 -21 leaf_value=-0.056990425213273743 0.057448725157431879 0.69301962979634613 -0.45588447248935704 -0.32017581896781921 0.96877593374252313 0.64664070600555046 0.44492193994067963 -0.022931509022503009 -0.63223536326967433 -0.0005220625493885943 -0.49461865002458744 -0.15429200241963067 -0.33504816604383064 0.12911202453705201 -0.018039470891483497 0.12991368384794755 -0.07873230757071957 -0.23061551218718485 -0.088359402841772919 -0.1229218430519104 leaf_weight=83 1337 30 25 25 20 21 21 523 58 131277 22 110 33 83 112 100 161 143 111 30 leaf_count=83 1337 30 25 25 20 21 21 523 58 131277 22 110 33 83 112 100 161 143 111 30 internal_value=0 1.35209e-06 -0.000154573 -6.91096e-05 0.221489 0.0248343 -0.000228772 -0.000298956 -0.083757 6.66853e-05 -0.084521 -0.075785 -0.0986164 0.0340119 -0.089368 -0.0476759 0.0030527 -0.13163 -0.17415 -0.212583 internal_weight=0 133367 133337 133312 96 76 133216 133195 581 132614 958 936 770 166 737 371 261 366 254 55 internal_count=134325 133367 133337 133312 96 76 133216 133195 581 132614 958 936 770 166 737 371 261 366 254 55 cat_boundaries=0 5 11 12 17 18 19 24 cat_threshold=2148794368 67108864 266240 16809984 33564736 0 262147 8196 411107456 512 16785440 640 2147483648 67108864 0 0 8192 71 1048 0 0 4096 16777216 33562624 is_linear=0 shrinkage=0.01 Tree=625 num_leaves=22 num_cat=1 split_feature=1 14 4 9 13 0 4 3 4 25 18 0 13 1 0 26 26 6 14 14 14 split_gain=65547.8 48810.4 103539 62493.6 48388.5 106163 44535.5 129392 92165.2 41959.8 40966.6 34855.2 39052.5 36734.4 33871.9 16786.5 15071.1 6090.81 3883.27 6046.7 1312.75 threshold=789.60480000000007 293.03820000000002 103.55000000000001 1037.4750000000001 145.63725000000002 224.14500000000001 648.37500000000011 81.070525000000018 1048.2900000000002 0 678.28640000000007 6.9775000000000009 214.32000000000002 104.17500000000001 77.552000000000007 2022.5000000000002 2022.5000000000002 5.4234850000000003 496.59492500000005 367.37500000000006 751.80750000000012 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 17 4 6 11 9 8 -8 15 -11 13 -13 -6 16 -1 -2 18 19 -3 -20 right_child=14 2 -4 -5 5 -7 7 -9 -10 10 -12 12 -14 -15 -16 -17 -18 -19 20 -21 -22 leaf_value=0.32453055959398103 0.023279507885808532 -0.13826794347790786 -0.84263351747393611 0.52084707550380549 -0.11542867799130639 -0.68729471469747605 -0.19529963624059107 0.92946116399765022 0.50531046429915083 -0.00050321952924831462 0.43105519728227093 -0.14585143160820008 0.43271220207214356 0.32424546003341675 -0.65213364124298101 0.083616149620931654 -0.31949685972312403 0.078515635331471753 -0.12797472137212754 0.036101018480352458 -0.2227876505644425 leaf_weight=55 23 43 20 23 381 29 57 20 28 133309 22 20 28 20 20 61 29 21 40 37 23 leaf_count=55 23 43 20 23 381 29 57 20 28 133309 22 20 28 20 20 61 29 21 40 37 23 internal_value=0 -0.000591105 -0.163352 -0.000367701 -0.000457143 -0.100891 -9.76764e-05 0.20577 0.0354896 -0.000259659 -0.000431979 -0.0630167 0.191644 -0.0934998 -0.302398 0.182141 -0.167884 -0.0805126 -0.103866 -0.0576223 -0.162589 internal_weight=0 134237 184 134053 134030 478 133552 105 85 133447 133331 449 48 401 72 116 52 164 143 80 63 internal_count=134309 134237 184 134053 134030 478 133552 105 85 133447 133331 449 48 401 72 116 52 164 143 80 63 cat_boundaries=0 4 cat_threshold=0 0 4 65536 is_linear=0 shrinkage=0.01 Tree=626 num_leaves=18 num_cat=1 split_feature=8 4 9 5 13 0 2 9 0 3 4 25 21 4 3 6 8 split_gain=52586.3 103612 61296.5 59826.5 52614.9 69932.9 53624.5 534304 746445 123083 67702.6 46960.6 42493.3 31270.4 12555.1 8133.68 1674.12 threshold=574.83500000000015 60.372500000000009 1037.4750000000001 1066.3056000000001 145.63725000000002 224.14500000000001 155.87100000000004 99.006000000000014 24.018750000000004 650.90000000000009 64.756750000000025 0 7.9150000000000009 125.37974000000001 782.62500000000011 17.041000000000007 808.31735000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=2 15 3 4 6 12 9 10 -9 11 -8 -1 13 -6 -11 16 -2 right_child=1 -3 -4 -5 5 -7 7 8 -10 14 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.04113561352742906 0.019842803694489528 -0.8486106730358941 0.51563856249270235 -0.4998803667910397 -0.073646770734963812 -0.57164428106943765 -0.010468869757098865 0.083384661833445242 2.577453030347824 -0.20494348320268818 0.28332327804346191 -0.0013092149905493842 0.37745289820432659 -0.44482665578524272 -0.45278516435623167 -0.23813184904015583 -0.075845731672915542 leaf_weight=2650 41 21 23 24 418 30 797 30 20 31 87 129977 20 24 60 23 33 leaf_count=2650 41 21 23 24 418 30 797 30 20 31 87 129977 20 24 60 23 33 internal_value=0 -0.211756 -0.000559817 -0.000648307 -0.000558989 -0.103781 -0.000179006 0.0753277 1.08101 -0.000710383 0.0184451 -0.000458128 -0.0734007 -0.0938013 -0.368356 -0.0738803 -0.0228291 internal_weight=0 118 134191 134168 134144 492 133652 934 50 132718 884 132627 462 442 91 97 74 internal_count=134309 118 134191 134168 134144 492 133652 934 50 132718 884 132627 462 442 91 97 74 cat_boundaries=0 6 cat_threshold=5242880 67371011 4100 151060480 33718338 18874369 is_linear=0 shrinkage=0.01 Tree=627 num_leaves=22 num_cat=1 split_feature=1 14 4 9 13 0 4 3 4 25 18 0 13 1 0 26 26 6 14 14 14 split_gain=64192.5 47763.6 101347 60030.3 46416 102431 43556.2 126569 90324.5 41036.5 40142.1 34315.4 38348.4 36112.8 33373.2 16450.5 14744 5986.29 3816.3 5934.75 1286.13 threshold=789.60480000000007 293.03820000000002 103.55000000000001 1037.4750000000001 145.63725000000002 224.14500000000001 648.37500000000011 81.070525000000018 1048.2900000000002 0 678.28640000000007 6.9775000000000009 214.32000000000002 104.17500000000001 77.552000000000007 2022.5000000000002 2022.5000000000002 5.4234850000000003 496.59492500000005 367.37500000000006 751.80750000000012 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 17 4 6 11 9 8 -8 15 -11 13 -13 -6 16 -1 -2 18 19 -3 -20 right_child=14 2 -4 -5 5 -7 7 -9 -10 10 -12 12 -14 -15 -16 -17 -18 -19 20 -21 -22 leaf_value=0.32107226748899981 0.023349632594896402 -0.13683032986729646 -0.83363815983757383 0.51048220385675847 -0.11359601751087219 -0.67481377650951513 -0.19338652648423846 0.91925215816497796 0.50019233474774016 -0.00049350225228033697 0.42669984297318891 -0.14336519026756286 0.42995901761310445 0.32234238290786743 -0.6464001941680908 0.082580873145431777 -0.31568662499559336 0.078032029526574273 -0.12673091821372509 0.035916883172215641 -0.2205775278547536 leaf_weight=55 23 43 20 23 381 29 57 20 28 133309 22 20 28 20 20 61 29 21 40 37 23 leaf_count=55 23 43 20 23 381 29 57 20 28 133309 22 20 28 20 20 61 29 21 40 37 23 internal_value=0 -0.000577774 -0.161584 -0.000356779 -0.000444441 -0.0988102 -9.23767e-05 0.203499 0.0350865 -0.000252568 -0.000422982 -0.0616073 0.191074 -0.0918535 -0.299248 0.18013 -0.165728 -0.0796258 -0.102778 -0.0569347 -0.160992 internal_weight=0 134237 184 134053 134030 478 133552 105 85 133447 133331 449 48 401 72 116 52 164 143 80 63 internal_count=134309 134237 184 134053 134030 478 133552 105 85 133447 133331 449 48 401 72 116 52 164 143 80 63 cat_boundaries=0 4 cat_threshold=0 0 4 65536 is_linear=0 shrinkage=0.01 Tree=628 num_leaves=19 num_cat=1 split_feature=1 2 14 2 2 3 3 7 17 11 25 0 26 26 6 14 14 14 split_gain=62915.1 52150.4 46749.9 79637 39258.7 378157 173138 136457 91982.5 51894.3 45627 32709.1 16448.7 14450.6 5877.23 3681.56 5960.14 678.128 threshold=789.60480000000007 1048.2900000000002 293.03820000000002 145.10250000000005 155.87100000000004 483.18750000000006 782.62500000000011 225.07500000000002 92.680000000000021 944.45425000000012 0 77.552000000000007 2022.5000000000002 2022.5000000000002 5.4234850000000003 496.59492500000005 367.37500000000006 751.80750000000012 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 4 14 6 7 9 8 -6 10 -1 13 -8 -2 15 16 -4 -17 right_child=11 -3 3 -5 5 -7 12 -9 -10 -11 -12 -13 -14 -15 -16 17 -18 -19 leaf_value=0.039655517317057735 0.023116143786388897 0.3604503653049469 -0.13979295983910561 -0.68462686622142799 0.028054468478115015 1.3913804435729982 -0.30960190149870787 0.73367742008633086 -0.64200163841247559 -0.47562298914660583 -0.0014319050329435728 -0.63993620133399964 -0.65002616930007928 -0.31252975348768564 0.074243580915711135 -0.13623914196695153 0.035265371960562633 -0.20704683962322418 leaf_weight=2750 23 40 41 25 839 21 22 27 21 23 130270 20 40 29 22 38 37 21 leaf_count=2750 23 40 41 25 839 21 22 27 21 23 130270 20 40 29 22 38 37 21 internal_value=0 -0.000571997 -0.000679606 -0.159968 -0.000460903 0.0650704 -0.000907937 0.0336696 0.0116926 -0.000661731 -0.000579607 -0.296256 -0.52923 -0.164071 -0.0774742 -0.101838 -0.0567525 -0.161442 internal_weight=0 134237 134197 184 134013 908 133105 887 860 133043 133020 72 62 52 159 137 78 59 internal_count=134309 134237 134197 184 134013 908 133105 887 860 133043 133020 72 62 52 159 137 78 59 cat_boundaries=0 6 cat_threshold=5242880 67371011 4100 151060480 33726530 18874369 is_linear=0 shrinkage=0.01 Tree=629 num_leaves=18 num_cat=0 split_feature=1 2 14 4 9 13 0 2 0 3 0 0 26 6 14 14 14 split_gain=61663.1 51112.6 45819.6 98474 58753.5 44551 100689 48587.3 249438 128858 33355.1 32058.2 14163 5772.17 3653.36 5707.32 1235.7 threshold=789.60480000000007 1048.2900000000002 293.03820000000002 103.55000000000001 1037.4750000000001 145.63725000000002 224.14500000000001 155.87100000000004 202.39050000000006 782.62500000000011 6.9775000000000009 77.552000000000007 2022.5000000000002 5.4234850000000003 496.59492500000005 367.37500000000006 751.80750000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 13 5 7 10 9 -9 -1 -7 12 -2 14 15 -4 -16 right_child=11 -3 3 -5 -6 6 -8 8 -10 -11 -12 -13 -14 -15 16 -17 -18 leaf_value=-0.00048235666196462832 0.022885002467943276 0.35684580838680269 -0.13381068544938812 -0.82082669609785086 0.50492085208063542 -0.09003133578706804 -0.66812458745364478 0.027595111117037861 0.68528347999818862 -0.464013160020113 0.18898382053089638 -0.63353681874275214 -0.3094044605051649 0.077232000089827044 -0.12368992710718886 0.035594188136023448 -0.21567835631577864 leaf_weight=132567 23 40 43 20 23 399 29 825 62 60 48 20 29 21 40 37 23 leaf_count=132567 23 40 43 20 23 399 29 825 62 60 48 20 29 21 40 37 23 internal_value=0 -0.000566248 -0.000672782 -0.158368 -0.000456266 -0.000543016 -0.0971153 -0.000198719 0.0735666 -0.000692056 -0.06007 -0.293293 -0.16243 -0.0775805 -0.100315 -0.0554609 -0.157273 internal_weight=0 134237 134197 184 134013 133990 476 133514 887 132627 447 72 52 164 143 80 63 internal_count=134309 134237 134197 184 134013 133990 476 133514 887 132627 447 72 52 164 143 80 63 is_linear=0 shrinkage=0.01 Tree=630 num_leaves=16 num_cat=3 split_feature=9 0 3 26 3 1 1 24 0 25 5 25 0 26 0 split_gain=103127 60911.6 56960.6 102948 61001.1 129578 66289.8 298960 114521 47871.4 34741.2 33429.6 18866.8 10878.2 7884.2 threshold=1037.4750000000001 1083.9006000000002 782.62500000000011 2022.5000000000002 400.30000000000007 118.78000000000002 438.37500000000006 0 24.245000000000005 1 24.141500000000004 2 13.504000000000001 2022.5000000000002 91.825000000000003 decision_type=2 2 2 2 2 2 2 1 2 9 2 9 2 2 2 left_child=1 2 4 -4 6 10 9 8 -8 13 12 -11 -6 -1 -9 right_child=-2 -3 3 -5 5 -7 7 14 -10 11 -12 -13 -14 -15 -16 leaf_value=0.31070346125385218 0.68475953405553636 -0.39012730407714841 -0.27548950043462572 0.57870057288990473 -0.070361510523267695 -0.77183010551237285 0.78477211825052895 -0.25250365510251788 0.077857548251296538 0.015700167886330649 0.32616374498605732 -0.0017758374596669266 -0.40402434968948364 0.11617795763344602 -0.033001454830169683 leaf_weight=57 22 40 21 43 111 31 75 90 33 12020 20 121442 20 58 20 leaf_count=57 22 40 21 43 111 31 75 90 33 12020 20 121442 20 58 20 internal_value=0 4.38836e-05 0.000160317 0.298419 1.78404e-05 -0.182934 0.000266709 0.174504 0.52057 -1.76495e-05 -0.0620354 -0.000200836 -0.121302 0.195587 -0.194878 internal_weight=0 134081 134041 64 133977 182 133795 218 108 133577 151 133462 131 115 110 internal_count=134103 134081 134041 64 133977 182 133795 218 108 133577 151 133462 131 115 110 cat_boundaries=0 1 5 11 cat_threshold=3125 0 0 4 65536 2182135808 67108866 274688 424706176 33728577 18890913 is_linear=0 shrinkage=0.01 Tree=631 num_leaves=17 num_cat=1 split_feature=0 3 3 2 2 5 4 4 25 7 3 3 3 4 3 5 split_gain=59733.8 69357.2 52648.2 83957.9 56953.9 53973.6 55288.1 51076.2 53392.5 35668.1 7317.69 3746.9 3308 2932.13 413.211 401.176 threshold=1083.9006000000002 782.62500000000011 400.30000000000007 108.06300000000002 1048.2900000000002 650.90000000000009 34.571000000000005 779.31175000000019 0 5.6142500000000011 544.35000000000002 483.18750000000006 650.90000000000009 1048.2900000000002 1048.2900000000002 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 4 9 5 7 15 8 -1 10 11 -4 -12 -9 -3 -7 right_child=-2 14 3 -5 -6 6 -8 13 -10 -11 12 -13 -14 -15 -16 -17 leaf_value=0.14799372309544048 -0.38622604370117186 0.35325062268203306 -0.12492553599454739 -0.65310414584477738 0.38743005037307743 0.080236427307128905 0.70935842843353758 -0.22844193523128828 -6.7719618656044125e-05 0.29803686174479399 -0.30969379956905657 0.021190366398256558 -0.14858799768686295 -0.3678056512658413 0.30277025895960191 0.13040085207078267 leaf_weight=234 40 31 54 30 38 25 20 36 133392 22 26 26 25 26 34 44 leaf_count=234 40 31 54 30 38 25 20 36 133392 22 26 26 25 26 34 44 internal_value=0 0.000269945 0.000111529 -0.169388 0.00034333 0.000233376 0.246413 6.94878e-05 0.000202629 -0.0745422 -0.137113 -0.0774379 -0.23072 -0.286885 0.326846 0.112225 internal_weight=0 134063 133998 183 133815 133777 89 133688 133626 153 131 80 51 62 65 69 internal_count=134103 134063 133998 183 133815 133777 89 133688 133626 153 131 80 51 62 65 69 cat_boundaries=0 5 cat_threshold=0 2 4 65536 139264 is_linear=0 shrinkage=0.01 Tree=632 num_leaves=15 num_cat=2 split_feature=9 0 3 26 3 1 1 5 1 25 5 25 0 26 split_gain=100833 58511.2 54600.5 100918 58656.7 126689 64857.2 132093 76659 46328.2 34055.1 32677.5 18525.4 10665.1 threshold=1037.4750000000001 1083.9006000000002 782.62500000000011 2022.5000000000002 400.30000000000007 118.78000000000002 438.37500000000006 80.262500000000017 481.77300000000008 0 24.141500000000004 1 13.504000000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 9 2 9 2 2 left_child=1 2 4 -4 6 10 9 8 -8 13 12 -11 -6 -1 right_child=-2 -3 3 -5 5 -7 7 -9 -10 11 -12 -13 -14 -15 leaf_value=0.3062791936021102 0.677100145816803 -0.38236377716064451 -0.27605078634761632 0.56967458303584606 -0.068043212085156832 -0.76167728862454809 0.53555555462837223 0.88935163580853005 0.00021497697917961637 0.015520431616700451 0.32450467306375502 -0.0017578457465470183 -0.39867358493804927 0.11366907547260154 leaf_weight=57 22 40 21 43 111 31 32 23 163 12020 20 121442 20 58 leaf_count=57 22 40 21 43 111 31 32 23 163 12020 20 121442 20 58 internal_value=0 4.21518e-05 0.000156268 0.292171 1.67743e-05 -0.179386 0.000260813 0.172605 0.0880657 -2.04554e-05 -0.0598422 -0.000200664 -0.118521 0.192406 internal_weight=0 134081 134041 64 133977 182 133795 218 195 133577 151 133462 131 115 internal_count=134103 134081 134041 64 133977 182 133795 218 195 133577 151 133462 131 115 cat_boundaries=0 4 10 cat_threshold=0 0 4 65536 2182135808 67108866 274688 424706176 33728577 18890913 is_linear=0 shrinkage=0.01 Tree=633 num_leaves=15 num_cat=0 split_feature=9 0 3 26 3 1 1 5 1 4 26 5 0 0 split_gain=98826.5 57346.8 53514 98909.2 57489.5 124167 63566.6 129465 75133.5 34759.3 75095 33377.4 26735.2 18156.7 threshold=1037.4750000000001 1083.9006000000002 782.62500000000011 2022.5000000000002 400.30000000000007 118.78000000000002 438.37500000000006 80.262500000000017 481.77300000000008 543.53000000000009 2022.5000000000002 24.141500000000004 24.018750000000004 13.504000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 6 11 9 8 -8 12 -11 13 -1 -6 right_child=-2 -3 3 -5 5 -7 7 -9 -10 10 -12 -13 -14 -15 leaf_value=-0.00070116390387082192 0.670329127961939 -0.37854012441635138 -0.27329027147520157 0.56397780063540437 -0.067362778467033896 -0.75406052462516282 0.53020001173019415 0.88045812440955118 0.00021282408135068928 0.094120261787863091 -0.39512588977813723 0.32125962871313091 0.02405253288778765 -0.39468685078620908 leaf_weight=128935 22 40 21 43 111 31 32 23 163 59 67 20 4516 20 leaf_count=128935 22 40 21 43 111 31 32 23 163 59 67 20 4516 20 internal_value=0 4.17405e-05 0.000154715 0.289249 1.66168e-05 -0.177592 0.000258216 0.170879 0.0871851 -2.02405e-05 -0.166034 -0.0592438 0.000136505 -0.117336 internal_weight=0 134081 134041 64 133977 182 133795 218 195 133577 126 151 133451 131 internal_count=134103 134081 134041 64 133977 182 133795 218 195 133577 126 151 133451 131 is_linear=0 shrinkage=0.01 Tree=634 num_leaves=16 num_cat=3 split_feature=9 0 3 26 3 1 1 24 0 25 5 25 0 26 0 split_gain=96859.9 56205.6 52449 96940.9 56345.4 121697 62301.6 292570 112638 45429.2 32713.2 32020.1 17795.4 10432.8 7510.89 threshold=1037.4750000000001 1083.9006000000002 782.62500000000011 2022.5000000000002 400.30000000000007 118.78000000000002 438.37500000000006 0 24.245000000000005 1 24.141500000000004 2 13.504000000000001 2022.5000000000002 91.825000000000003 decision_type=2 2 2 2 2 2 2 1 2 9 2 9 2 2 2 left_child=1 2 4 -4 6 10 9 8 -8 13 12 -11 -6 -1 -9 right_child=-2 -3 3 -5 5 -7 7 14 -10 11 -12 -13 -14 -15 -16 leaf_value=0.30317710625497923 0.66362587126818573 -0.37475472307205204 -0.27055736439391259 0.55833803664806281 -0.066689151731730845 -0.74651991117385119 0.77327478103637703 -0.25257986172040303 0.072195084745233715 0.015363674990962866 0.31804700624942778 -0.0017399294399810267 -0.3907399752140045 0.11267539945142023 -0.038337342739105225 leaf_weight=57 22 40 21 43 111 31 75 90 33 12020 20 121442 20 58 20 leaf_count=57 22 40 21 43 111 31 75 90 33 12020 20 121442 20 58 20 internal_value=0 4.13232e-05 0.000153168 0.286357 1.64506e-05 -0.175816 0.000255633 0.16917 0.511678 -2.00381e-05 -0.0586514 -0.00019849 -0.116163 0.19053 -0.195824 internal_weight=0 134081 134041 64 133977 182 133795 218 108 133577 151 133462 131 115 110 internal_count=134103 134081 134041 64 133977 182 133795 218 108 133577 151 133462 131 115 110 cat_boundaries=0 1 5 11 cat_threshold=3125 0 0 4 65536 2182135808 67108866 274688 424706176 33728577 18890913 is_linear=0 shrinkage=0.01 Tree=635 num_leaves=18 num_cat=2 split_feature=3 10 11 25 2 24 6 2 8 3 3 3 8 5 8 10 10 split_gain=45956.9 38830.1 41314.7 42194.1 105442 77599.2 137724 73469.8 67773.2 41167.4 40939.8 109322 44109.2 11492.7 3882.41 4463.97 412.237 threshold=1048.2900000000002 362.49400000000003 944.45425000000012 0 783.48000000000013 1 319.87968000000006 1048.2900000000002 163.23200000000003 35.375000000000007 255.16525000000004 199.86000000000004 118.623 49.842000000000006 57.154825500000008 482.16800000000006 747.99000000000012 decision_type=2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 10 -7 13 11 -5 -12 14 15 -3 -17 right_child=-2 9 -4 7 -6 8 -8 -9 -10 -11 12 -13 -14 -15 -16 16 -18 leaf_value=-0.048404404059067895 0.34897607803344727 -0.058173668565703371 -0.43194812720472164 -0.00022687590794419631 0.5387538390281873 0.033100029621714419 0.76581874257042304 -0.60633673477172845 -0.17132897011709936 -0.48080455470085143 -0.086954862009956543 0.29332035379146965 -0.57492986118793488 0.14671675872802734 0.020185921669006346 -0.19778232534594359 -0.14815748621638006 leaf_weight=1932 38 51 22 121705 39 9458 21 20 165 30 251 127 20 20 20 47 26 leaf_count=1932 38 51 22 121705 39 9458 21 20 165 30 251 127 20 20 20 47 26 internal_value=0 0.00116348 0.00136852 0.0014398 0.0196445 0.0179126 -0.0394473 -0.000293215 0.0295641 -0.14021 -0.000193972 7.91233e-05 -0.122968 -0.0779065 -0.109104 -0.129957 -0.180108 internal_weight=0 133954 133760 133738 11615 11576 1953 122123 9623 194 122103 121832 271 164 144 124 73 internal_count=133992 133954 133760 133738 11615 11576 1953 122123 9623 194 122103 121832 271 164 144 124 73 cat_boundaries=0 6 7 cat_threshold=2182119552 67240194 1074135428 965017728 139328 16801825 129 is_linear=0 shrinkage=0.01 Tree=636 num_leaves=21 num_cat=2 split_feature=3 10 11 25 9 0 9 9 0 1 24 3 3 8 7 1 5 8 10 10 split_gain=45042.4 38057.4 40492.6 41354.5 86099.3 82789.8 384253 516612 323031 96262.4 85323 40348.2 39784.3 43289.2 38284 17020.2 11264 3805.15 4375.14 404.033 threshold=1048.2900000000002 362.49400000000003 944.45425000000012 0 797.90800000000002 7.1319000000000008 9.3037500000000026 25.769000000000009 9.0862500000000015 438.37500000000006 1 35.375000000000007 255.16525000000004 118.623 36.937500000000007 789.60480000000007 49.842000000000006 57.154825500000008 482.16800000000006 747.99000000000012 decision_type=2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 12 9 8 -8 -7 10 -1 16 14 -14 -5 -11 17 18 -3 -20 right_child=-2 11 -4 4 -6 6 7 -9 -10 15 -12 -13 13 -15 -16 -17 -18 -19 19 -21 leaf_value=0.037587381030506239 0.34548631668090823 -0.05759193294042466 -0.42762864646586507 -0.00083905077891275606 0.58650323209762578 1.3033781638145447 2.1533659818172457 0.31875333627065022 0.018431625567434627 0.47999399749600158 -0.019282296131585403 -0.47599650632590057 -0.085762661030567969 -0.56918056070804601 0.044891647661706974 0.15495128864422442 0.14524959468841553 0.019984065294265746 -0.19580450179729056 -0.1466759097404205 leaf_weight=5189 38 51 22 119968 25 20 20 66 899 49 5348 30 251 20 1859 24 20 20 47 26 leaf_count=5189 38 51 22 119968 25 20 20 66 899 49 5348 30 251 20 1859 24 20 20 47 26 internal_value=0 0.00115184 0.00135483 0.0014254 -0.000290283 0.019448 0.106212 0.745407 0.0463956 0.011248 0.00874084 -0.138808 -0.000410455 -0.121439 -0.00014123 0.373131 -0.0771274 -0.108013 -0.128658 -0.178307 internal_weight=0 133954 133760 133738 122123 11615 1005 86 919 10610 10537 194 122098 271 121827 73 164 144 124 73 internal_count=133992 133954 133760 133738 122123 11615 1005 86 919 10610 10537 194 122098 271 121827 73 164 144 124 73 cat_boundaries=0 6 7 cat_threshold=2182119552 67240194 1074135428 965017728 139328 16801825 3684 is_linear=0 shrinkage=0.01 Tree=637 num_leaves=18 num_cat=2 split_feature=3 10 4 11 25 2 9 24 6 4 3 3 9 7 10 10 10 split_gain=44146.1 37300.1 40325.1 39686.8 40532.2 103253 84385.9 75252.8 134928 66230.4 38992.6 37599.6 36659.4 1192.77 1378.35 871.446 548.379 threshold=1048.2900000000002 362.49400000000003 53.227330000000002 944.45425000000012 0 783.48000000000013 797.90800000000002 1 319.87968000000006 648.37500000000011 255.16525000000004 199.86000000000004 78.765000000000015 15.582750000000003 543.20000000000016 747.99000000000012 482.16800000000006 decision_type=2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 3 13 4 5 7 10 8 -1 -9 11 -6 -12 14 16 -16 -3 right_child=-2 2 -4 -5 6 -7 -8 9 -10 -11 12 -13 -14 -15 15 -17 -18 leaf_value=-0.047811026954425663 0.34203147988570365 -0.045627007563081058 -0.43440600378287808 -0.42335235950621697 -0.00031928178452207565 0.53294460810147792 0.58063822326660164 0.02748182837735088 0.75810261090596509 0.4696196758747101 -0.087393689449742976 0.17183437466621398 -0.5322561464309693 -0.13956957203149795 -0.12828468111343683 -0.052599449031825722 0.013602619801055302 leaf_weight=1932 38 54 37 22 121700 39 25 9589 21 34 251 127 20 20 32 29 22 leaf_count=1932 38 54 37 22 121700 39 25 9589 21 34 251 127 20 20 32 29 22 internal_value=0 0.00114034 -0.13742 0.0013413 0.00141116 0.0192537 -0.00028738 0.0175397 -0.0389459 0.0290138 -0.00040635 -0.000139818 -0.120225 -0.0674298 -0.0568985 -0.0923032 -0.0284816 internal_weight=0 133954 194 133760 133738 11615 122123 11576 1953 9623 122098 121827 271 157 137 61 76 internal_count=133992 133954 194 133760 133738 11615 122123 11576 1953 9623 122098 121827 271 157 137 61 76 cat_boundaries=0 6 7 cat_threshold=2182119552 67240194 1074135428 965017728 139328 16801825 129 is_linear=0 shrinkage=0.01 Tree=638 num_leaves=26 num_cat=4 split_feature=3 10 4 0 25 9 9 5 1 0 1 3 2 25 24 9 3 25 13 1 1 9 10 10 10 split_gain=43267.5 36557.8 39522.6 38944.7 145826 298824 568691 232037 167259 147599 71231.6 200491 93871.3 66607.9 166633 60629.2 67120.3 54016.9 47999.5 25940 14277.3 934.596 466.441 855.357 153.206 threshold=1048.2900000000002 362.49400000000003 53.227330000000002 25.333500000000004 0 9.3037500000000026 23.707500000000003 2.2090000000000005 481.77300000000008 430.17000000000002 438.37500000000006 55.612650000000009 1048.2900000000002 1 2 264.73700000000002 400.30000000000007 3 779.68675000000019 1066.3056000000001 789.60480000000007 43.943999999999996 543.20000000000016 442.27000000000004 747.99000000000012 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 9 1 2 2 9 2 2 2 2 2 2 2 left_child=1 3 21 10 5 8 -7 -8 9 -5 12 19 13 14 -1 16 17 -6 -15 20 -12 22 23 -3 -24 right_child=-2 2 -4 4 15 6 7 -9 -10 -11 11 -13 -14 18 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 leaf_value=0.23855515748338627 0.33861116710462069 -0.094570252412074327 -0.43006193615294791 0.064339467967382533 0.028412996429931087 2.1725447658896444 0.85010794625963482 -0.28571323396386328 -0.75932677351910127 0.52272158597970941 0.067315987595972029 1.1187445808734213 -0.55927605962753302 -0.00047299500488839165 -0.053591683535420112 -0.43316868484020232 0.55470209696076134 -0.053853157426188104 0.46666396227749912 0.37137433242797857 -0.21262341846119273 -0.011989524421783596 -0.11504724207109419 -0.026102960891504257 -0.082541987351302443 leaf_weight=381 38 37 37 801 2354 20 35 37 23 77 106 21 30 128169 388 32 22 1195 22 25 22 26 29 36 29 leaf_count=381 38 37 37 801 2354 20 35 37 23 77 106 21 30 128169 388 32 22 1195 22 25 22 26 29 36 29 internal_value=0 0.00112893 -0.136046 0.00132789 0.0299329 0.136545 0.680797 0.266422 0.0824872 0.104539 0.000310043 0.202504 3.72944e-05 0.000167408 0.0923563 0.00017086 0.00405453 0.000641101 -0.000392795 0.076746 0.0192014 -0.0667555 -0.0776251 -0.0608056 -0.0987946 internal_weight=0 133954 194 133760 4596 993 92 72 901 878 129164 174 128990 128960 769 3603 3571 3549 128191 153 128 157 131 73 58 internal_count=133992 133954 194 133760 4596 993 92 72 901 878 129164 174 128990 128960 769 3603 3571 3549 128191 153 128 157 131 73 58 cat_boundaries=0 6 11 12 18 cat_threshold=578846720 512 4198400 131072 0 268435456 2147483648 2 4 419495936 8192 1892 287905280 34607264 671106304 2147483684 25433345 2048 is_linear=0 shrinkage=0.01 Tree=639 num_leaves=20 num_cat=0 split_feature=3 10 11 0 1 2 11 1 3 2 26 0 13 4 16 7 10 10 10 split_gain=42406.5 35830.4 38872.5 38756.1 127776 158601 151166 76862.2 192118 92019.6 86721.6 75213.7 77179.7 38736.1 31373.2 1167.56 1337.4 848.335 530.151 threshold=1048.2900000000002 362.49400000000003 944.45425000000012 25.333500000000004 84.373000000000005 543.20000000000016 266.34000000000003 438.37500000000006 55.612650000000009 1048.2900000000002 2022.5000000000002 478.01250000000005 152.09975000000003 53.227330000000002 785.7867500000001 15.582750000000003 543.20000000000016 747.99000000000012 482.16800000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 5 6 -5 9 10 14 -9 12 -6 15 -1 16 18 -18 -3 right_child=-2 13 -4 4 11 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 leaf_value=0.00028249200751816824 0.33522503702264084 -0.044534949488523934 -0.41899951241233135 0.037028752952468477 -0.07093615607726983 0.91239290146600638 0.90848903656005864 0.34227075153673198 1.1075571107296716 -0.55368330033620194 -0.13648476073771348 -0.66728053899911732 -0.69668849581763848 -0.4257613226529714 -0.36130586107571921 -0.13746115899085998 -0.12604459451977162 -0.051369678742926694 0.01370195936750282 leaf_weight=128920 38 54 22 4182 321 21 20 71 21 30 81 26 21 37 24 20 32 29 22 leaf_count=128920 38 54 22 4182 321 21 20 71 21 30 81 26 21 37 24 20 32 29 22 internal_value=0 0.00111776 0.00131473 0.00138387 0.0299355 0.0455089 0.0411766 0.000368895 0.21101 8.6351e-05 0.0871445 -0.148778 -0.10936 -0.134685 0.000215191 -0.066088 -0.0556686 -0.0905434 -0.0276769 internal_weight=0 133954 133760 133738 4591 4223 4202 129147 173 128974 152 368 342 194 128944 157 137 61 76 internal_count=133992 133954 133760 133738 4591 4223 4202 129147 173 128974 152 368 342 194 128944 157 137 61 76 is_linear=0 shrinkage=0.01 Tree=640 num_leaves=11 num_cat=3 split_feature=3 1 4 25 26 22 25 24 18 26 split_gain=82656.9 50641.9 39917.2 32812.3 47949.6 31705.5 31006.4 72745.1 47766.2 8291.83 threshold=1048.2900000000002 789.60480000000007 1048.2900000000002 0 2022.5000000000002 459.70000000000005 1 2 678.28640000000007 2022.5000000000002 decision_type=2 2 2 9 2 2 9 1 2 2 left_child=1 2 3 4 -1 6 7 -5 -8 -3 right_child=-2 9 -4 5 -6 -7 8 -9 -10 -11 leaf_value=-0.022970545317815696 0.49202781172359694 -0.14586678504943848 0.3578402073056467 0.054548531469092318 0.30259828101383168 0.39689880561828617 -0.00083890011398293806 -0.092355400979523938 0.48790147137641909 -0.36914601721824747 leaf_weight=92 34 29 31 488 89 20 132277 1052 20 39 leaf_count=92 34 29 31 488 89 20 132277 1052 20 39 internal_value=0 -0.00109517 -0.000956794 -0.00103978 0.129937 -0.0012265 -0.00128608 -0.0457524 -0.000764957 -0.273924 internal_weight=0 134137 134069 134038 181 133857 133837 1540 132297 68 internal_count=134171 134137 134069 134038 181 133857 133837 1540 132297 68 cat_boundaries=0 5 11 12 cat_threshold=0 0 0 16777216 8192 256 8781824 4 806354944 37754880 2097184 1616 is_linear=0 shrinkage=0.01 Tree=641 num_leaves=18 num_cat=3 split_feature=3 2 12 1 1 2 25 24 5 5 1 13 3 24 0 2 5 split_gain=81012.1 65725.5 117781 182408 43055.9 42411.7 42270 314827 35395.4 73162.7 48553.7 42052.7 16545.7 4868.31 3331.4 6408.34 1580.25 threshold=1048.2900000000002 482.16800000000006 13.016250000000001 156.28525000000005 1066.3056000000001 1048.2900000000002 0 1 650.90000000000009 366.02500000000003 15.577650000000002 465.60925000000003 9.3117500000000017 2 3.2810000000000006 783.48000000000013 1066.3056000000001 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 1 2 2 2 left_child=1 4 3 5 6 14 7 -1 9 11 -11 -8 16 -9 15 -3 -10 right_child=-2 2 -4 -5 -6 -7 8 13 12 10 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.51841510170795879 0.48710751421311321 -0.066447112690912538 -0.82519038848876958 0.73815546408943511 -0.37961415513356528 -0.57745636215916385 -0.0010399357268983975 -0.054689438683646063 0.093174752230229585 -0.13699023409746588 -0.60363913783320677 0.21167945477270311 0.45376527991890914 -0.16821869053529656 -0.25704295921325687 -0.2443950833593096 0.19964816097170116 leaf_weight=112 34 73 25 23 30 27 133251 109 46 128 27 93 20 105 20 28 20 leaf_count=112 34 73 25 23 30 27 133251 109 46 128 27 93 20 105 20 28 20 internal_value=0 -0.00108425 -0.184072 -0.090341 -0.000816479 -0.219094 -0.000731617 0.11129 -0.00101325 -0.00114397 -0.218277 -0.000891576 0.201794 -0.115416 -0.139129 -0.115779 0.125439 internal_weight=0 134137 196 171 133941 148 133911 326 133585 133499 155 133344 86 214 121 101 66 internal_count=134171 134137 196 171 133941 148 133911 326 133585 133499 155 133344 86 214 121 101 66 cat_boundaries=0 5 6 7 cat_threshold=2147483648 2 0 16842752 139264 1412 113 is_linear=0 shrinkage=0.01 Tree=642 num_leaves=23 num_cat=2 split_feature=2 24 1 0 26 9 5 4 1 7 7 6 25 2 26 6 7 7 2 9 26 2 split_gain=71559.9 158212 265032 100059 67205.7 47599.5 496070 102897 64174.3 47699.5 49957.7 39993.5 40625.6 36476.5 36179.2 24194.4 14723 10949.8 10403.1 7899.35 2975.53 101.764 threshold=440.18000000000006 0 92.530000000000015 57.417500000000011 2022.5000000000002 370.88500000000005 120.63500000000002 1.1950000000000003 1066.3056000000001 1042.2668000000001 650.90000000000009 783.48000000000013 1 783.48000000000013 2022.5000000000002 1043.5418000000002 783.48000000000013 16.994000000000003 783.48000000000013 797.90800000000002 2022.5000000000002 648.37500000000011 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=5 2 4 13 21 8 7 14 9 10 11 12 -1 20 -7 -13 -12 19 -6 -16 -3 -2 right_child=1 3 -4 -5 18 6 -8 -9 -10 -11 16 15 -14 -15 17 -17 -18 -19 -20 -21 -22 -23 leaf_value=0.17644742681998615 0.15944855007258327 -0.23939690543759257 1.1535150694847107 -1.0352888132178264 -0.24194506579431996 0.22401345709959666 1.6475431351661685 0.5955472296476364 -0.47123931062632596 -0.46636955979195505 0.44353252626234485 0.48401226043701173 -0.0011005731294847802 -0.5794597873091698 -0.18573100262918535 0.052287514078617099 0.11736508188247681 -0.37652882658916975 -0.53419705345517121 0.015538715215829701 -0.10486068977628435 0.19022442045665922 leaf_weight=119 22 31 20 23 29 27 20 24 29 22 31 27 133461 32 78 25 25 23 21 26 35 21 leaf_count=119 22 31 20 23 29 27 20 24 29 22 31 27 133461 32 78 25 25 23 21 26 35 21 internal_value=0 -0.175673 0.100312 -0.407983 -0.115397 -0.000645457 0.154289 -0.0134926 -0.000874837 -0.000772821 -0.000696201 -0.00082134 -0.000929277 -0.302389 -0.108408 0.276452 0.297922 -0.17908 -0.364691 -0.135414 -0.168052 0.174479 internal_weight=0 234 113 121 93 133937 198 178 133739 133710 133688 133632 133580 98 154 52 56 127 50 104 66 43 internal_count=134171 234 113 121 93 133937 198 178 133739 133710 133688 133632 133580 98 154 52 56 127 50 104 66 43 cat_boundaries=0 1 6 cat_threshold=2601 0 2 0 0 139264 is_linear=0 shrinkage=0.01 Tree=643 num_leaves=15 num_cat=1 split_feature=3 26 1 3 4 25 7 5 7 5 5 26 26 26 split_gain=79367.6 180236 48544.5 45284.1 39043 34299.4 31420.2 130280 36223.4 33520.7 92671.8 19623.9 19401.8 7924.3 threshold=782.62500000000011 2022.5000000000002 789.60480000000007 1048.2900000000002 1048.2900000000002 0 650.90000000000009 3.2160235000000004 783.48000000000013 650.90000000000009 366.02500000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=2 -2 4 -3 5 11 9 8 -8 10 -7 -1 -11 -4 right_child=1 3 13 -5 -6 6 7 -9 -10 12 -12 -13 -14 -15 leaf_value=0.036113899698351867 -0.32953084608110095 0.36162298822402955 -0.14305031973740151 1.0000246658325196 0.35386378797792617 -0.0012292592934978516 0.75587868950583714 -0.49938065338134763 0.24347985936177743 0.40551553146592506 -0.24828743084480889 0.2352630764184539 0.089624435795565796 -0.3613251162186647 leaf_weight=101 26 20 29 25 31 133484 22 20 37 29 152 97 59 39 leaf_count=101 26 20 29 25 31 133484 22 20 37 29 152 97 59 39 internal_value=0 0.333314 -0.00111805 0.716291 -0.000982527 -0.00106462 -0.00126391 0.198107 0.434544 -0.00138179 -0.00151027 0.12725 0.193725 -0.268237 internal_weight=0 71 134100 45 134032 134001 133803 79 59 133724 133636 198 88 68 internal_count=134171 71 134100 45 134032 134001 133803 79 59 133724 133636 198 88 68 cat_boundaries=0 5 cat_threshold=0 0 0 16777216 139264 is_linear=0 shrinkage=0.01 Tree=644 num_leaves=17 num_cat=1 split_feature=3 26 2 0 3 25 26 1 5 5 1 9 3 26 2 2 split_gain=77788.2 176650 80664.8 77462.8 44382.9 43039.5 49235 38832.6 43925.7 70511.8 39664.4 39396 34990.4 8770.38 5626.93 2014.19 threshold=782.62500000000011 2022.5000000000002 648.37500000000011 34.665000000000006 1048.2900000000002 0 2022.5000000000002 1066.3056000000001 650.90000000000009 366.02500000000003 5.6142500000000011 168.64500000000001 9.3117500000000017 2022.5000000000002 783.48000000000013 1048.2900000000002 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 14 -3 6 -1 8 9 11 -11 -7 13 -10 -4 -16 right_child=1 4 3 -5 -6 7 -8 -9 12 10 -12 -13 -14 -15 15 -17 leaf_value=-0.00031570918858051303 -0.32623553796456412 0.35800676321983338 -0.022181977166069879 -0.81745674587431416 0.99002440414428705 -0.00052673462966831635 0.39841743084788322 -0.3608028566042582 -0.042856327295303344 -0.13580253062503678 -0.54039433320363361 -0.083913477729770286 0.57790277696791148 0.19479036211967468 -0.25038069009780883 -0.13728005793786818 leaf_weight=64 26 20 27 21 25 133021 60 30 24 126 30 569 21 44 32 31 leaf_count=64 26 20 27 21 25 133021 60 30 24 126 30 569 21 44 32 31 internal_value=0 0.329981 -0.00110687 -0.270571 0.709128 -0.000883636 0.178245 -0.0010628 -0.000982242 -0.00113003 -0.213609 -0.000881904 0.221103 0.110915 -0.142964 -0.194728 internal_weight=0 71 134100 111 45 133989 124 133865 133835 133746 156 133590 89 68 90 63 internal_count=134171 71 134100 111 45 133989 124 133865 133835 133746 156 133590 89 68 90 63 cat_boundaries=0 5 cat_threshold=0 2 0 0 139264 is_linear=0 shrinkage=0.01 Tree=645 num_leaves=14 num_cat=4 split_feature=25 3 9 24 4 9 3 25 25 2 17 9 4 split_gain=102412 133819 94636.9 80925.8 76740.7 41206.2 43163.7 39322.1 33631.5 48622 47712.3 8316.54 778.635 threshold=0 1048.2900000000002 1037.4750000000001 1 779.31175000000019 496.59492500000005 32.919000000000011 2 3 1048.2900000000002 29.064022500000004 678.37500000000011 1048.2900000000002 decision_type=9 2 2 1 2 2 2 9 9 2 2 2 2 left_child=3 2 4 -1 5 8 11 -5 10 -10 -2 -7 -6 right_child=1 -3 -4 7 12 6 -8 -9 9 -11 -12 -13 -14 leaf_value=0.077863375788149627 -0.020429507797427911 0.63667747439760147 0.68763371026515951 -0.098748482610673122 0.39598657564322154 -0.1956933815742648 -0.61791215562820434 -0.35504877585136962 0.0010007625807035841 0.40363292821248375 0.20838992365676426 0.0059628385228988456 0.32332020486223284 leaf_weight=105 9598 33 20 136 30 43 20 157 123675 30 92 39 29 leaf_count=105 9598 33 20 136 30 43 20 157 123675 30 92 39 29 internal_value=0 -4.15647e-05 -0.00019887 -0.158716 -0.000301872 -0.000461229 -0.201378 -0.243269 -0.0003076 0.00109832 -0.0182382 -0.0997837 0.360269 internal_weight=0 133609 133576 398 133556 133497 102 293 133395 123705 9690 82 59 internal_count=134007 133609 133576 398 133556 133497 102 293 133395 123705 9690 82 59 cat_boundaries=0 5 6 11 17 cat_threshold=0 3 4 65536 139328 1030 0 1 0 65536 64 3355443522 1078542336 2164286080 2117704 809500816 4211203 is_linear=0 shrinkage=0.01 Tree=646 num_leaves=15 num_cat=6 split_feature=25 3 9 24 0 6 24 2 25 5 24 25 0 0 split_gain=100492 131156 92753.6 79424.9 40340.5 292653 222861 50239.8 38582.4 37512.3 120616 35165.3 29830.6 18370.4 threshold=0 1048.2900000000002 1037.4750000000001 1 430.17000000000002 10.399187500000002 2 1048.2900000000002 3 293.27220000000005 4 5 638.18750000000011 782.62500000000011 decision_type=9 2 2 1 2 2 1 2 9 2 1 9 2 2 left_child=3 2 4 -1 7 6 12 9 -5 11 -11 -2 -6 -8 right_child=1 -3 -4 8 5 -7 13 -9 -10 10 -12 -13 -14 -15 leaf_value=0.077152460512907611 -0.018173753164199315 0.6303106885967833 0.68075737690925597 -0.097828633454564495 0.76474336295831391 -0.70429336150487265 -0.17354525614792191 0.37298612607849968 -0.35171088825442837 0.14662019243108407 -0.234997019196971 0.0011213761044859116 0.42313023870641536 0.1150399187207222 leaf_weight=105 10223 33 20 136 61 36 71 36 157 121 226 122706 44 32 leaf_count=105 10223 33 20 136 61 36 71 36 157 121 226 122706 44 32 internal_value=0 -4.11491e-05 -0.000196881 -0.157221 -0.000298854 0.128164 0.272243 -0.000533979 -0.240986 -0.000634873 -0.104473 -0.000363812 0.56754 -0.076464 internal_weight=0 133609 133576 398 133556 244 208 133312 293 133276 347 132929 105 103 internal_count=134007 133609 133576 398 133556 244 208 133312 293 133276 347 132929 105 103 cat_boundaries=0 5 6 7 12 13 19 cat_threshold=0 3 4 65536 139328 1030 3906 0 1 0 65536 64 585 2281701698 1078542336 2164286080 270553160 541065344 4211211 is_linear=0 shrinkage=0.01 Tree=647 num_leaves=18 num_cat=0 split_feature=3 9 0 0 2 7 0 7 3 13 23 1 7 3 7 13 3 split_gain=53736.9 48923.7 31300.5 150235 140006 166846 67354.5 46788.3 34409.2 30257.4 29658.8 14100.6 12623.7 2888.72 2491.13 1784.62 310.249 threshold=1048.2900000000002 1037.4750000000001 8.0855000000000015 8.161500000000002 648.37500000000011 483.07500000000005 430.17000000000002 442.89500000000004 544.35000000000002 426.97200000000004 23.460000000000004 33.260025000000006 783.48000000000013 782.62500000000011 549.10000000000002 779.68675000000019 650.90000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 -4 5 6 -5 8 9 10 -1 12 14 16 -9 -11 -10 right_child=-2 -3 3 4 -6 -7 -8 11 13 15 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.0015900198814310146 0.38052933667157152 0.46054723853650303 0.5879812447402788 0.0052706698294454806 0.77758192439874008 0.82839019660949709 0.17563602358975669 -0.15866003887073413 -0.1943746381501357 -0.14874990916871406 0.20003379606220822 -0.43202436017990109 0.0021968892828012126 -0.29751192291577655 -0.27183556798027786 -0.24457060190347527 -0.14403880095928906 leaf_weight=125230 37 23 46 7994 24 25 239 37 24 77 73 20 39 27 41 26 25 leaf_count=125230 37 23 46 7994 24 25 239 37 24 77 73 20 39 27 41 26 25 internal_value=0 -0.000620104 -0.000699291 0.0180751 0.0149097 0.0126932 0.0102163 -0.00194395 -0.0017423 -0.00161339 -0.00147256 -0.186646 -0.144701 -0.214458 -0.21815 -0.172938 -0.168693 internal_weight=0 133970 133947 8328 8282 8258 8233 125619 125482 125406 125303 137 117 76 78 103 49 internal_count=134007 133970 133947 8328 8282 8258 8233 125619 125482 125406 125303 137 117 76 78 103 49 is_linear=0 shrinkage=0.01 Tree=648 num_leaves=17 num_cat=4 split_feature=25 3 9 24 26 25 25 17 2 6 16 17 10 2 26 26 split_gain=98695.2 126981 89668.3 77946.8 85401.4 37885.7 34063.8 75174.8 55983.7 44797.5 33957.1 33617 31321.6 29752.6 11794.2 1353.99 threshold=0 1048.2900000000002 1037.4750000000001 1 2022.5000000000002 2 3 292.16220000000004 1048.2900000000002 148.64250000000004 238.70000000000002 678.28640000000007 638.18750000000011 110.457785 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 1 2 9 9 2 2 2 2 2 2 2 2 2 left_child=3 2 6 4 -1 14 7 9 11 10 -2 12 -8 -11 -5 -7 right_child=1 -3 -4 5 -6 15 8 -9 -10 13 -12 -13 -14 -15 -16 -17 leaf_value=-0.19883035821734735 -0.016858241982438415 0.62020223501956817 0.66934429067373269 -0.20283065369352699 0.37158029629633982 -0.34225773363937562 0.001078844300013081 0.59529438209533692 0.44053752784071298 -0.13298026243425334 0.33184270858764647 -0.40883420753479 0.25141615509688853 -0.53864748773120696 -0.016258157450291848 -0.40102135226914754 leaf_weight=53 10711 33 20 64 52 81 122547 20 29 130 28 20 50 21 72 76 leaf_count=53 10711 33 20 64 52 81 122547 20 29 130 28 20 50 21 72 76 internal_value=0 -3.54573e-05 -0.00018869 -0.155804 0.0763841 -0.238786 -0.000288952 -0.0172134 0.00121787 -0.0183541 -0.0159491 0.00111406 0.00118094 -0.189398 -0.0969298 -0.348506 internal_weight=0 133609 133576 398 105 293 133556 10910 122646 10890 10739 122617 122597 151 136 157 internal_count=134007 133609 133576 398 105 293 133556 10910 122646 10890 10739 122617 122597 151 136 157 cat_boundaries=0 5 6 11 17 cat_threshold=0 3 4 65536 139328 1030 0 1 0 65536 64 3355443522 4800512 2164286080 2117704 809500801 4211203 is_linear=0 shrinkage=0.01 Tree=649 num_leaves=16 num_cat=3 split_feature=25 3 9 24 26 4 9 3 25 0 23 26 9 26 4 split_gain=96731.2 124454 87883.9 76395.6 83701.9 75073.7 40257.8 42113 35803.1 32713.5 32471.7 11605.7 8160.85 816.773 759.587 threshold=0 1048.2900000000002 1037.4750000000001 1 2022.5000000000002 779.31175000000019 496.59492500000005 32.919000000000011 2 1083.9006000000002 13.455000000000002 2022.5000000000002 678.37500000000011 2022.5000000000002 1048.2900000000002 decision_type=9 2 2 1 2 2 2 2 9 2 2 2 2 2 2 left_child=3 2 5 4 -1 6 9 12 11 10 -2 -5 -8 -10 -7 right_child=1 -3 -4 8 -6 14 7 -9 13 -11 -12 -13 -14 -15 -16 leaf_value=-0.19684206296812815 -0.00036989668297734778 0.61400026610403358 0.66265088820457463 -0.19614873076307363 0.36786448918856113 0.39162499705950415 -0.19369233829337495 -0.61046783733367915 -0.33241806198810708 -0.33047408548990886 0.15960716712193226 -0.0015603425319378192 0.0060674187082510739 -0.37626874674156491 0.3198529619184034 leaf_weight=53 133238 33 20 58 52 30 43 20 87 30 127 65 39 83 29 leaf_count=53 133238 33 20 58 52 30 43 20 87 30 127 65 39 83 29 internal_value=0 -3.51027e-05 -0.000186803 -0.154246 0.0756202 -0.000286063 -0.00044368 -0.199034 -0.236398 -0.000291828 -0.000217555 -0.0863011 -0.0986846 -0.33417 0.356347 internal_weight=0 133609 133576 398 105 133556 133497 102 293 133395 133365 123 82 170 59 internal_count=134007 133609 133576 398 105 133556 133497 102 293 133395 133365 123 82 170 59 cat_boundaries=0 5 6 10 cat_threshold=0 3 4 65536 139328 1030 0 1 0 65536 is_linear=0 shrinkage=0.01 Tree=650 num_leaves=16 num_cat=3 split_feature=2 25 24 26 8 4 9 1 1 1 25 26 7 8 26 split_gain=52725.5 44431.2 39011 39644.2 33357.1 106630 50079.8 36622.7 30945.9 46262.3 24692.4 4894.37 3619.88 695.616 20.4787 threshold=1048.2900000000002 0 1 2022.5000000000002 574.83500000000015 8.1130000000000013 1037.4750000000001 1066.3056000000001 789.60480000000007 438.37500000000006 2 2022.5000000000002 27.371500000000005 808.31735000000015 2022.5000000000002 decision_type=2 9 1 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 3 -1 6 12 7 8 9 -3 14 -12 13 -6 -4 right_child=-2 4 10 -5 5 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 leaf_value=0.16088291416997497 0.37191913077705785 -0.00044260725169181 -0.28829666945669391 -0.15753788520308104 0.050633879895463141 -0.81589829121317181 0.4664263400565023 0.35508959737317314 -0.32145310735702515 0.17297916494406665 -0.11742057220141094 0.0067756064805117519 -0.13546754449605941 -0.015899193088524045 -0.28067290283631585 leaf_weight=92 38 133572 72 68 33 21 23 29 30 154 75 55 20 30 69 leaf_count=92 38 133572 72 68 33 21 23 29 30 154 75 55 20 30 69 internal_value=0 -0.000626885 -0.100837 0.0240509 -0.000296804 -0.17932 -0.000157684 -0.000237898 -0.000314937 -0.000242893 -0.172803 -0.060242 -0.0182579 0.0189515 -0.26572 internal_weight=0 134343 431 160 133912 104 133808 133785 133756 133726 271 130 83 63 141 internal_count=134381 134343 431 160 133912 104 133808 133785 133756 133726 271 130 83 63 141 cat_boundaries=0 6 7 12 cat_threshold=0 1 4 0 33685504 2097184 610 0 0 4 0 33685504 is_linear=0 shrinkage=0.01 Tree=651 num_leaves=16 num_cat=3 split_feature=2 25 22 24 25 8 4 9 1 1 26 26 7 8 26 split_gain=51676.2 43947.5 37577.5 32545.4 45012.6 32398.4 109100 49098.1 35908.2 30316.6 17950.3 5252.36 3493.31 616.342 538.945 threshold=1048.2900000000002 0 386.60000000000008 1 2 574.83500000000015 8.1130000000000013 1037.4750000000001 1066.3056000000001 789.60480000000007 2022.5000000000002 2022.5000000000002 27.371500000000005 808.31735000000015 2022.5000000000002 decision_type=2 9 2 1 9 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 10 14 7 12 8 9 -3 -1 -6 13 -7 -5 right_child=-2 2 -4 4 11 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.17497540469522829 0.3681998830092581 -0.00031077330365707082 0.43312898159027102 -0.32764306631088264 -0.10074567596774456 0.046446947330499394 -0.84057067346572878 0.46176206515535068 0.35153870812777821 -0.31823857259750366 -0.070867771524371528 0.0085836431427278384 -0.13411286509037018 -0.015740200451264778 -0.37320549117194285 leaf_weight=54 38 133723 20 50 121 34 20 23 29 30 66 69 20 30 54 leaf_count=54 38 133723 20 50 121 34 20 23 29 30 66 69 20 30 54 internal_value=0 -0.000620616 -0.000298745 -0.102268 -0.158333 -0.000363502 -0.176795 -0.000226371 -0.000305797 -0.000382083 0.0367031 -0.0579898 -0.0187532 0.0172967 -0.320485 internal_weight=0 134343 133929 414 294 133909 104 133805 133782 133753 120 190 84 64 104 internal_count=134381 134343 133929 414 294 133909 104 133805 133782 133753 120 190 84 64 104 cat_boundaries=0 6 7 13 cat_threshold=0 1 8196 0 131072 2097184 2656 0 0 4 0 131072 32 is_linear=0 shrinkage=0.01 Tree=652 num_leaves=9 num_cat=0 split_feature=3 2 22 19 9 18 13 18 split_gain=186723 48619.4 36851.6 41651.1 39439 34324 30463.4 29.3675 threshold=1048.2900000000002 1048.2900000000002 386.60000000000008 698.35475000000008 1037.4750000000001 520.79087500000014 673.83140000000014 678.28640000000007 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 right_child=-2 -3 -4 -5 -6 7 -8 -9 leaf_value=-0.00030347606843687071 -0.74148771734798657 0.36212313265413854 0.42879767036437988 -0.44580485165828748 0.40492119138439497 -0.25617041548802738 -0.2522721772392591 -0.27181423851421899 leaf_weight=134148 34 37 20 21 24 21 48 28 leaf_count=134148 34 37 20 21 24 21 48 28 internal_value=0 -0.000323635 -0.000423483 -0.000487407 -0.000417759 -0.000490224 -0.000393602 -0.26511 internal_weight=0 134347 134310 134290 134269 134245 134196 49 internal_count=134381 134347 134310 134290 134269 134245 134196 49 is_linear=0 shrinkage=0.01 Tree=653 num_leaves=12 num_cat=3 split_feature=3 2 25 22 24 25 18 10 6 10 18 split_gain=183007 47651.9 43201.6 36064.1 31923 44111.3 25960.2 23843.1 31084.1 3737.8 129.452 threshold=1048.2900000000002 1048.2900000000002 0 386.60000000000008 1 2 520.79087500000014 747.99000000000012 338.4500000000001 950.63250000000005 678.28640000000007 decision_type=2 2 9 2 1 9 2 2 2 2 2 left_child=1 2 4 6 -1 -6 7 8 -4 -9 -8 right_child=-2 -3 3 -5 5 -7 10 9 -10 -11 -12 leaf_value=0.036426761847275953 -0.73407281202428476 0.3585019083280821 5.3520089637745342e-05 0.42450970602035526 -0.31724455615930391 -0.057393422406911851 -0.25360871215129183 0.14459606091937294 -0.1102438150861417 0.32912338029770621 -0.22022708360965434 leaf_weight=120 34 37 133529 20 104 190 21 23 256 21 26 leaf_count=120 34 37 133529 20 104 190 21 23 256 21 26 internal_value=0 -0.000320399 -0.000419248 -0.000100071 -0.101201 -0.156726 -0.000163512 -8.09887e-05 -0.000157536 0.232666 -0.235142 internal_weight=0 134347 134310 133896 414 294 133876 133829 133785 44 47 internal_count=134381 134347 134310 133896 414 294 133876 133829 133785 44 47 cat_boundaries=0 6 7 13 cat_threshold=0 1 8196 0 131072 2097184 2656 0 0 4 0 131072 32 is_linear=0 shrinkage=0.01 Tree=654 num_leaves=9 num_cat=1 split_feature=3 2 25 0 22 3 4 26 split_gain=179365 46703.7 42106.6 44198.6 35362 31572.7 53192.8 8896.08 threshold=1048.2900000000002 1048.2900000000002 0 1083.9006000000002 386.60000000000008 782.62500000000011 779.31175000000019 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 left_child=1 2 7 4 5 6 -4 -1 right_child=-2 -3 3 -5 -6 -7 -8 -9 leaf_value=-0.059521194003117131 -0.72673207844004906 0.35491684114610828 -0.00019747755049262221 0.33650193141056939 0.42026461410522459 0.31884362109245795 -0.30310269020754715 -0.15093009590481718 leaf_weight=239 34 37 133731 39 20 31 58 192 leaf_count=239 34 37 133731 39 20 31 58 192 internal_value=0 -0.000317447 -0.000415307 -9.39271e-05 -0.000192016 -0.000254855 -0.000328793 -0.0979686 internal_weight=0 134347 134310 133879 133840 133820 133789 431 internal_count=134381 134347 134310 133879 133840 133820 133789 431 cat_boundaries=0 6 cat_threshold=0 1 4 0 33685504 2097184 is_linear=0 shrinkage=0.01 Tree=655 num_leaves=21 num_cat=1 split_feature=3 5 2 4 7 25 7 6 5 4 1 1 26 7 2 3 26 3 7 3 split_gain=54765.8 90105.4 66438.8 53881.8 43215.1 48823.7 44738.9 39049.1 36596 70152.8 56393 31803.3 28829.8 51906.6 42194.5 13486 10490 5921.72 2042.76 162.379 threshold=400.30000000000007 116.45550000000001 783.48000000000013 1048.2900000000002 650.90000000000009 0 783.48000000000013 93.171250000000015 650.90000000000009 78.331000000000003 1066.3056000000001 22.686328000000007 2022.5000000000002 76.38300000000001 60.492500000000007 782.62500000000011 2022.5000000000002 650.90000000000009 1042.2668000000001 483.18750000000006 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 12 3 4 5 7 -6 11 10 -10 -7 -1 14 15 17 19 -4 -2 -8 -14 right_child=1 -3 16 -5 6 8 18 -9 9 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.10759565237171966 -0.027067830643870611 -0.6820880963121142 0.16636355893365271 -0.42296279255549118 0.54783196778133003 0.00016637445746119444 -0.017652948109999948 0.53852084076404572 0.037543011671405731 0.71056886627560578 0.42001201763749124 -0.26721669753392535 -0.12828388326876872 0.4874879713058472 -0.61857357668876645 0.10595696603098224 0.41615851092338563 -0.20585219997446985 0.11293271381855011 -0.15811532511479326 leaf_weight=399 44 28 29 30 29 133233 23 20 59 21 32 24 37 20 20 31 40 32 25 36 leaf_count=399 44 28 29 30 29 133233 23 20 59 21 32 24 37 20 20 31 40 32 25 36 internal_value=0 -0.147792 0.000948899 0.000789031 0.000883997 0.000747689 0.23772 0.104388 0.000395515 0.214212 0.000267189 0.0863297 -0.0797907 0.0209336 -0.209893 -0.0687884 0.311172 -0.102345 0.0503604 -0.142995 internal_weight=0 248 133964 133895 133865 133788 77 443 133345 80 133265 423 220 124 96 104 69 76 48 73 internal_count=134212 248 133964 133895 133865 133788 77 443 133345 80 133265 423 220 124 96 104 69 76 48 73 cat_boundaries=0 5 cat_threshold=0 2 4100 65536 131072 is_linear=0 shrinkage=0.01 Tree=656 num_leaves=25 num_cat=2 split_feature=3 24 3 26 3 5 1 6 5 12 14 1 0 0 9 4 23 24 12 26 4 3 4 3 split_gain=53676 161575 69905.9 63503.2 129381 39127.7 36997.6 161249 126296 140112 186271 112352 74693 42061.9 30196.7 39390.3 26466.5 55731.9 24679.2 18923.4 4898.33 2101.1 837.656 299.861 threshold=400.30000000000007 0 782.62500000000011 2022.5000000000002 544.35000000000002 9.3037500000000026 44.610000000000007 401.66700000000003 366.02500000000003 153.08370000000002 148.24250000000004 172.67400000000001 393.76511200000004 1083.9006000000002 797.90800000000002 543.53000000000009 1.4950000000000003 1 417.10750000000002 2022.5000000000002 779.31175000000019 544.35000000000002 779.31175000000019 544.35000000000002 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=6 3 5 23 -5 21 13 8 9 10 12 -11 -8 14 15 16 18 -18 -1 20 -17 -3 -21 -2 right_child=1 2 -4 4 -6 -7 7 -9 -10 11 -12 -13 -14 -15 -16 19 17 -19 -20 22 -22 -23 -24 -25 leaf_value=0.00027729589818654472 -0.11768477439880372 -0.21901012083968602 -0.79769180948084062 -0.055111670501721215 0.81039743021611244 -0.66016000103950501 0.0091203786676272037 0.77828965889996493 0.63467040496713978 1.137250548362732 0.69909607777228733 0.10165658658201045 -0.44940327599644664 -0.341609534157647 0.3027138117858858 -0.14059628260011475 0.25289382430814927 -0.047797047954165575 -0.14564766131598375 -0.33942291452966883 0.059411200952529913 -0.11507125731739329 -0.2667471125807081 -0.16877196448544662 leaf_weight=130547 20 37 33 39 31 20 2703 29 34 20 39 22 36 36 33 24 114 122 116 29 25 41 35 27 leaf_count=130547 20 37 33 39 31 20 2703 29 34 20 39 22 36 36 33 24 114 122 116 29 25 41 35 27 internal_value=0 -0.146314 -0.371265 0.126476 0.328185 -0.265556 0.00093941 0.036375 0.0288363 0.0215319 0.0128649 0.594797 0.00309378 0.000160037 0.000253926 0.000177741 0.000338846 0.106142 0.000147747 -0.186446 -0.0385516 -0.164376 -0.299678 -0.147033 internal_weight=0 248 131 117 70 98 133964 2883 2854 2820 2778 42 2739 131081 131045 131012 130899 236 130663 113 49 78 64 47 internal_count=134212 248 131 117 70 98 133964 2883 2854 2820 2778 42 2739 131081 131045 131012 130899 236 130663 113 49 78 64 47 cat_boundaries=0 1 2 cat_threshold=838 2662 is_linear=0 shrinkage=0.01 Tree=657 num_leaves=23 num_cat=4 split_feature=3 24 3 2 2 26 3 4 7 25 24 7 5 4 1 24 26 26 7 3 26 3 split_gain=52607.9 158359 68514.7 67460.1 65035.9 62239.5 126807 52436.1 42198.9 47885.4 165261 43803.3 35457 68518.1 55305.8 24156.3 10283.5 3689 1977.94 1767.19 967.595 293.894 threshold=400.30000000000007 0 782.62500000000011 78.708750000000009 783.48000000000013 2022.5000000000002 544.35000000000002 1048.2900000000002 650.90000000000009 1 2 783.48000000000013 650.90000000000009 78.331000000000003 1066.3056000000001 3 2022.5000000000002 2022.5000000000002 1042.2668000000001 483.18750000000006 2022.5000000000002 544.35000000000002 decision_type=2 1 2 2 2 2 2 2 2 9 1 2 2 2 2 1 2 2 2 2 2 2 left_child=4 5 3 19 7 21 -7 8 9 10 15 -10 14 -14 -11 -1 -6 -12 -13 -3 -21 -2 right_child=1 2 -4 -5 16 6 -8 -9 11 12 17 18 13 -15 -16 -17 -18 -19 -20 20 -22 -23 leaf_value=0.39729970054020963 -0.11650792276859283 -0.069837443013985964 -0.78971489299427378 -0.78103531861305242 0.16448464294959761 -0.054560550451278687 0.80229346616133568 -0.41725637451807657 0.54175288397690347 0.00015606149931865059 -0.14260558535211854 -0.017415166626805846 0.036246558402554467 0.70138480413527715 0.41593496486544612 0.14552135820463888 0.4118084502220154 -0.058593489199268572 0.11108183171749116 -0.11886626146056437 -0.20897550624723618 -0.16708424634955549 leaf_weight=116 20 30 33 20 29 39 31 30 29 133233 112 23 59 21 32 117 40 98 25 22 26 27 leaf_count=116 20 30 33 20 29 39 31 30 29 133233 112 23 59 21 32 117 40 98 25 22 26 27 internal_value=0 -0.144851 -0.367552 -0.262901 0.000930169 0.125211 0.324903 0.000771998 0.000865681 0.000730985 0.103371 0.2349 0.000382214 0.210845 0.0002559 0.282062 0.307861 -0.0986999 0.0495104 -0.130045 -0.167675 -0.145562 internal_weight=0 248 131 98 133964 117 70 133895 133865 133788 443 77 133345 80 133265 233 69 210 48 78 48 47 internal_count=134212 248 131 98 133964 117 70 133895 133865 133788 443 77 133345 80 133265 233 69 210 48 78 48 47 cat_boundaries=0 1 6 7 8 cat_threshold=838 0 2 4100 65536 131072 1701 517 is_linear=0 shrinkage=0.01 Tree=658 num_leaves=17 num_cat=3 split_feature=9 18 0 25 6 6 24 9 25 7 0 11 4 26 7 11 split_gain=52316 48142.9 45056.5 33903.8 61020.3 170790 60383.9 120433 96329.7 46025.1 205087 44770.5 31296.8 23050.2 18541 2885.42 threshold=1037.4750000000001 678.28640000000007 1083.9006000000002 0 93.171250000000015 166.11250000000004 1 158.04750000000004 2 442.89500000000004 24.245000000000005 549.10000000000002 293.48250000000002 2022.5000000000002 483.07500000000005 756.4475000000001 decision_type=2 2 2 9 2 2 1 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 -1 -8 11 14 12 -5 -7 -11 -13 right_child=-2 -3 -4 9 5 13 8 -9 -10 10 -12 15 -14 -15 -16 -17 leaf_value=0.043556298687935334 0.51206563347578049 0.43936733055114746 -0.31945253328843548 -0.00035206892861989596 0.83395916489192423 0.2926098258495331 0.18532053985803024 0.66015240550041199 -0.027108678804931629 0.28913724803924562 1.0438857489046844 -0.21486270794054357 -0.10015247093070122 -0.098590774457962799 -0.04496546872340295 -0.35480155239934502 leaf_weight=3137 20 25 44 127126 35 20 220 32 2972 20 23 41 315 61 98 23 leaf_count=3137 20 25 44 127126 35 20 220 32 2972 20 23 41 315 61 98 23 internal_value=0 0.000578367 0.000496605 0.000601567 0.0229032 0.25023 0.0187937 0.049626 -0.0119345 -0.000531816 0.180039 -0.00073154 -0.000598749 -0.00199803 0.0116621 -0.265153 internal_weight=0 134192 134167 134123 6477 116 6361 3169 3192 127646 141 127505 127441 81 118 64 internal_count=134212 134192 134167 134123 6477 116 6361 3169 3192 127646 141 127505 127441 81 118 64 cat_boundaries=0 6 7 12 cat_threshold=34603008 1026 267076 2969632928 33686080 6381601 3696 0 2 4096 16777216 64 is_linear=0 shrinkage=0.01 Tree=659 num_leaves=30 num_cat=7 split_feature=3 24 3 5 3 25 6 6 7 24 25 9 24 3 25 7 5 1 11 5 25 0 11 6 5 6 3 3 5 split_gain=51696.7 155232 66960 55655.9 99527.5 39893.8 83161.7 148492 73850.9 68068.8 81708.3 105686 87385.3 56875.6 56421.3 45567.7 38997.1 67466.1 42241.4 38416 35050.4 33375.8 28062.5 14367.4 7838.7 2539.91 2100.51 1374.38 205.014 threshold=400.30000000000007 0 782.62500000000011 5.6142500000000011 782.62500000000011 1 93.171250000000015 166.11250000000004 650.90000000000009 2 3 158.04750000000004 4 364.99000000000007 5 783.48000000000013 650.90000000000009 1066.3056000000001 549.10000000000002 9.3037500000000026 6 224.14500000000001 78.841250000000016 442.89500000000004 1066.3056000000001 246.64950000000002 544.35000000000002 483.18750000000006 783.48000000000013 decision_type=2 1 2 2 2 9 2 2 2 1 9 2 1 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=5 3 19 4 27 6 9 -8 13 14 12 20 -11 16 -1 -10 17 18 -7 26 -12 22 -16 25 28 -9 -3 -2 -18 right_child=1 2 -4 -5 -6 8 7 23 15 10 11 -13 -14 -15 21 -17 24 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.14213539277736228 0.090860929261235623 -0.21505092522582495 -0.78148291790124147 -0.34593572902679443 0.77702603282928462 -0.00064868621139940676 0.85909997694420104 0.038669539741847829 0.66284559690035305 0.42912612719413562 -0.1342934318951198 0.59027718782424932 0.045798728593478083 0.48631553421417872 -0.031745186454259611 0.11657061646113524 0.28041324538843976 0.49915184568475796 -0.26173169885912251 -0.65167902696132662 0.036294694666038116 -0.36984988508553346 0.34448196256160735 0.2395777051202182 0.072751932171258069 -0.10315496461732047 -0.11112663644842986 0.0033447845358597606 0.32070663089337559 leaf_weight=191 34 37 33 20 25 127617 33 23 26 107 116 34 142 24 2273 37 28 27 62 20 3073 29 20 29 22 28 41 38 23 leaf_count=191 34 37 33 20 25 127617 33 23 26 107 116 34 142 24 2273 37 28 27 62 20 3073 29 20 29 22 28 41 38 23 internal_value=0 -0.143598 -0.364082 0.123806 0.233423 0.000915194 0.0258824 0.294682 -0.000277508 0.0208506 0.0494584 0.0355846 0.22073 -0.000446263 -0.0187965 0.342017 -0.000537688 -0.00066977 -0.000775466 -0.26068 0.0297822 -0.032587 -0.0284637 0.0618602 0.230526 -0.0391949 -0.160424 0.0446719 0.298585 internal_weight=0 248 131 117 97 133964 6098 113 127866 5985 3472 3223 249 127803 2513 63 127779 127706 127679 98 3189 2322 2293 80 73 51 78 72 51 internal_count=134212 248 131 117 97 133964 6098 113 127866 5985 3472 3223 249 127803 2513 63 127779 127706 127679 98 3189 2322 2293 80 73 51 78 72 51 cat_boundaries=0 1 7 8 13 14 19 24 cat_threshold=838 34603008 1026 266564 2969632896 33686080 2121761 395 0 2 4 268500992 131072 1568 0 1024 0 16777216 512 1048576 0 0 16777216 576 is_linear=0 shrinkage=0.01 Tree=660 num_leaves=22 num_cat=2 split_feature=9 6 18 7 7 4 6 25 4 6 25 3 3 2 2 6 13 6 14 4 9 split_gain=118887 39418 96075.3 83907.5 73595.4 103109 71613.4 58980.8 54142.6 44241.2 41137.3 213601 118118 479015 78770.1 43571.9 39688.8 33538.6 20198.7 1717.76 402.176 threshold=797.90800000000002 115.81000000000002 578.38750000000016 549.10000000000002 177.87500000000003 63.455000000000005 246.64950000000002 0 779.31175000000019 783.48000000000013 1 1048.2900000000002 316.16700000000009 110.457785 397.42490000000004 93.171250000000015 77.886150000000001 442.89500000000004 12.961000000000002 1048.2900000000002 1037.4750000000001 decision_type=2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 7 6 -6 16 10 18 12 15 14 -14 -1 -12 17 -3 -9 -10 -2 right_child=20 3 -4 -5 5 -7 -8 9 19 -11 11 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.018004768227690589 -0.45506688242921461 -0.1350803604497883 -0.54708049327135089 -0.70180512940883633 0.1828639682856473 -0.22471958168424092 1.0096546642780304 -0.033781744307739302 0.36040432673913464 0.40559642654198869 -0.00096561986142524832 -1.0093556849161784 0.059903800314122978 1.7423262033462523 -0.27269961656408109 0.15261879958333197 0.2803587011098862 -0.36758902724583942 0.22976113288633288 0.25285253860733725 -0.51124103703498835 leaf_weight=11078 26 359 32 20 22 26 20 470 27 26 121640 21 110 20 94 185 20 75 31 33 25 leaf_count=11078 26 359 32 20 22 26 20 470 27 26 121640 21 110 20 94 185 20 75 31 33 25 internal_value=0 0.000305859 0.00079111 -0.0601758 -0.0479426 0.270197 0.576574 -0.0699951 0.000922723 0.0033346 0.000787387 -0.000906151 0.0190293 0.318738 0.0155588 -0.000732391 -0.151845 -0.17526 -0.0174747 0.301251 -0.482603 internal_weight=0 134309 133240 1069 1049 68 42 981 133208 527 133148 121846 11302 130 11172 121825 454 434 501 60 51 internal_count=134360 134309 133240 1069 1049 68 42 981 133208 527 133148 121846 11302 130 11172 121825 454 434 501 60 51 cat_boundaries=0 5 11 cat_threshold=4227072 131072 17664 0 1 2148564992 604111874 4202644 1908965504 33690177 18948096 is_linear=0 shrinkage=0.01 Tree=661 num_leaves=25 num_cat=4 split_feature=9 6 18 25 6 0 5 16 4 13 25 24 5 1 6 8 13 2 25 23 6 6 4 9 split_gain=116522 38633.6 94163.4 81880.8 119663 119051 56513 55323.9 53065.1 48850.3 40318.6 57388.5 120812 119184 42801.6 58989.1 38305.4 68037.7 37256.8 32899.6 16413.3 14129.1 1683.57 394.173 threshold=797.90800000000002 115.81000000000002 578.38750000000016 0 783.48000000000013 144.79006000000001 120.63500000000002 68.145500000000013 779.31175000000019 25.0213 1 2 172.35100000000003 293.71100000000007 93.171250000000015 5.370000000000001 112.51200000000001 212.70000000000005 3 13.455000000000002 296.0025 650.90000000000009 1048.2900000000002 1037.4750000000001 decision_type=2 2 2 9 2 2 2 2 2 2 9 1 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 8 5 16 7 20 9 10 21 11 13 -13 -1 19 -16 17 18 -5 -12 -7 -3 -10 -2 right_child=23 3 -4 4 -6 6 -8 -9 22 -11 14 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.0054259069616926234 -0.45051621205818193 -0.14082526942399834 -0.54160968855023384 0.143121530381116 0.61549440829984603 -0.55359758923451108 -1.0053278479576111 0.41213068652153012 0.35680030028025306 0.34727966129779814 -0.0012896236033600728 0.028853448618299922 0.30409282586325898 -0.42791051177417527 0.057304893148356469 0.49107308554649354 -0.42133811515310532 0.56803444296121597 -0.060120466065720891 0.16647933095948311 -0.17976503164871879 -0.37724697130067009 0.25032402671266796 -0.50612864270210267 leaf_weight=3699 26 260 32 100 31 24 20 20 27 20 121544 7372 163 68 145 40 23 20 500 117 23 28 33 25 leaf_count=3699 26 260 32 100 31 24 20 20 27 20 121544 7372 163 68 145 40 23 20 500 117 23 28 33 25 internal_value=0 0.0003028 0.000783199 -0.059574 0.00852656 -0.171646 -0.560112 -0.0975283 0.000913496 -0.130623 0.000779513 0.018839 0.0347614 -0.0130178 -0.00089709 0.151093 -0.0206037 -0.00573771 -0.0248634 -0.00112828 -0.370658 -0.163811 0.298238 -0.477777 internal_weight=0 134309 133240 1069 674 395 67 328 133208 308 133148 11302 7535 3767 121846 185 643 620 600 121661 47 288 60 51 internal_count=134360 134309 133240 1069 674 395 67 328 133208 308 133148 11302 7535 3767 121846 185 643 620 600 121661 47 288 60 51 cat_boundaries=0 3 9 10 16 cat_threshold=4227072 256 17664 2148564992 604111874 4202644 1908965504 33690177 18948096 204 41943040 32 0 0 16777216 536870912 is_linear=0 shrinkage=0.01 Tree=662 num_leaves=24 num_cat=3 split_feature=9 6 18 25 6 0 5 16 4 13 25 3 3 2 0 6 13 2 25 6 6 4 9 split_gain=114203 37855 92289.6 80262.6 117277 116682 55388.4 54222.9 52009.1 47878.2 39516.3 209348 115754 469302 77385.2 41854 37545.6 66680.6 36567.2 16086.7 13847.9 1650.07 386.329 threshold=797.90800000000002 115.81000000000002 578.38750000000016 0 783.48000000000013 144.79006000000001 120.63500000000002 68.145500000000013 779.31175000000019 25.0213 1 1048.2900000000002 316.16700000000009 110.457785 292.11750000000001 93.171250000000015 112.51200000000001 212.70000000000005 2 296.0025 650.90000000000009 1048.2900000000002 1037.4750000000001 decision_type=2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 8 5 16 7 19 9 10 20 12 15 14 -14 -1 -12 17 18 -5 -7 -3 -10 -2 right_child=22 3 -4 4 -6 6 -8 -9 21 -11 11 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.018447112381270767 -0.4460110477988537 -0.13941701495188935 -0.53619359120726584 0.14182042108882559 0.60933947255534515 -0.54806161711613333 -0.99527455806732179 0.40800939464569091 0.35323228191446376 0.34380685621500012 -0.00094468109633410113 -0.99924922488984613 0.059147595573555346 1.7244248652756216 -0.199086198153266 0.14958168430586119 -0.41712473268094274 0.56235409729927788 -0.059531050090184987 -0.17796737090401027 -0.37347450596945631 0.24782077554048915 -0.50106735639572142 leaf_weight=11006 26 260 32 100 31 24 20 20 27 20 121640 21 110 20 166 185 23 20 500 23 28 33 25 leaf_count=11006 26 260 32 100 31 24 20 20 27 20 121640 21 110 20 166 185 23 20 500 23 28 33 25 internal_value=0 0.000299834 0.000775367 -0.0589705 0.00845343 -0.16993 -0.554511 -0.096553 0.000904361 -0.129317 0.000771718 -0.000888119 0.0186506 0.315344 0.0152149 -0.000716096 -0.0203847 -0.00566695 -0.024601 -0.366952 -0.162173 0.295256 -0.472999 internal_weight=0 134309 133240 1069 674 395 67 328 133208 308 133148 121846 11302 130 11172 121825 643 620 600 47 288 60 51 internal_count=134360 134309 133240 1069 674 395 67 328 133208 308 133148 121846 11302 130 11172 121825 643 620 600 47 288 60 51 cat_boundaries=0 3 9 15 cat_threshold=4227072 256 17664 2148564992 604111874 4202644 1908965504 33690177 18948096 41943040 32 0 0 16777216 536870912 is_linear=0 shrinkage=0.01 Tree=663 num_leaves=21 num_cat=1 split_feature=9 6 18 7 7 4 6 25 0 0 0 9 9 8 2 2 6 14 6 9 split_gain=111930 37092 90453 81221 72344 100273 70104.8 55814.1 70556.5 51197.8 48261 43571.2 258688 96250.6 50192.7 43158.9 41527.5 30571 16582.4 378.641 threshold=797.90800000000002 115.81000000000002 578.38750000000016 549.10000000000002 177.87500000000003 63.455000000000005 246.64950000000002 0 161.35500000000005 1083.9006000000002 114.27500000000002 370.88500000000005 414.36000000000007 27.234500000000004 1048.2900000000002 397.42490000000004 650.90000000000009 12.961000000000002 279.86700000000002 1037.4750000000001 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 4 7 6 -6 8 16 11 17 14 -13 -14 15 -1 -3 -9 -10 -2 right_child=19 3 -4 -5 5 -7 -8 10 18 -11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.00072631090777076272 -0.44155094027519226 -0.071695494719489453 -0.53083165302872659 -0.6896474030017854 0.18167902144518766 -0.21897662032109039 0.99971454930305481 -0.03698046205686896 -0.67706224117279046 0.35421432867282776 0.41500528512177648 1.1216635984182357 -0.18878533754231674 0.50747520685195924 0.39660303711891176 -0.14931057717651128 -0.41923881919760453 0.321794981098175 -0.32834384632110597 -0.49605668469667435 leaf_weight=132809 26 361 32 20 22 26 20 475 25 41 27 24 84 26 32 192 38 25 30 25 leaf_count=132809 26 361 32 20 22 26 20 475 25 41 27 24 84 26 32 192 38 25 30 25 internal_value=0 0.000296897 0.000767613 -0.0583731 -0.0463374 0.269086 0.57122 -0.0682016 -0.147823 0.000895317 0.00313649 0.000786536 0.181017 -0.0242147 0.000604995 0.000509718 -0.104795 -0.0190417 -0.486852 -0.468269 internal_weight=0 134309 133240 1069 1049 68 42 981 454 133208 527 133167 134 110 133033 133001 399 500 55 51 internal_count=134360 134309 133240 1069 1049 68 42 981 454 133208 527 133167 134 110 133033 133001 399 500 55 51 cat_boundaries=0 5 cat_threshold=4227072 131072 17664 0 1 is_linear=0 shrinkage=0.01 Tree=664 num_leaves=18 num_cat=3 split_feature=9 9 3 3 18 25 24 25 2 1 4 3 10 9 8 9 9 split_gain=109703 32931.1 252548 88482.9 30909.5 30399.2 96710.4 61631.7 44684.4 39363.1 26502.2 9653.56 5798.08 8621.21 11023 371.106 17.8005 threshold=797.90800000000002 370.88500000000005 134.02375000000004 782.62500000000011 578.38750000000016 0 1 2 1048.2900000000002 59.998500000000007 648.37500000000011 1048.2900000000002 6.179850000000001 414.36000000000007 26.039500000000004 1037.4750000000001 496.59492500000005 decision_type=2 2 2 2 2 9 1 9 2 2 2 2 2 2 2 2 2 left_child=1 3 12 4 5 6 7 -1 10 -8 -7 -5 13 -3 16 -2 -15 right_child=15 2 -4 11 -6 8 9 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 leaf_value=0.35113201327183668 -0.43713543974436248 0.20613230752944947 1.1946204590797425 -0.23383556489021548 -0.29682775511060444 -0.00074181913045516371 0.017214581455234117 0.080108483484093579 0.3853555119832357 -0.14064970699752249 0.17800630285976879 -0.47457603878445098 -0.163110446475801 -0.077329495698213582 0.17230546626177703 -0.49109612517952922 -0.087953308456293927 leaf_weight=126 26 20 20 31 35 129095 4282 274 30 164 83 36 21 24 22 25 46 leaf_count=126 26 20 20 31 35 129095 4282 274 30 164 83 36 21 24 22 25 46 internal_value=0 0.000293928 0.14692 0.000126707 0.000308244 0.000385823 0.0249487 0.171963 -0.000537309 0.0113659 -0.000626969 -0.363189 -0.0106294 0.0179608 -0.0229461 -0.463587 -0.0843109 internal_weight=0 134309 153 134156 134089 134054 4846 400 129208 4446 129178 67 133 112 92 51 70 internal_count=134360 134309 153 134156 134089 134054 4846 400 129208 4446 129178 67 133 112 92 51 70 cat_boundaries=0 6 7 13 cat_threshold=2148532224 604111874 8340 835289216 33690176 18948097 32 0 67109888 0 272629888 0 1 is_linear=0 shrinkage=0.01 Tree=665 num_leaves=12 num_cat=0 split_feature=11 5 6 6 10 3 5 3 3 4 11 split_gain=83966 65516.9 48466.8 74036.6 49016.4 66382.9 46026.3 153027 58075.4 8425.7 2168.5 threshold=650.90000000000009 1066.3056000000001 1043.5418000000002 783.48000000000013 362.49400000000003 155.97750000000002 293.27220000000005 293.03820000000002 782.62500000000011 53.227330000000002 756.4475000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 9 8 -8 -1 -6 -2 right_child=10 -3 -4 -5 5 -7 7 -9 -10 -11 -12 leaf_value=0.00026452785027777296 -0.29128853010094685 -0.42675504864917863 -0.39545215752816976 0.46658056231106032 -0.069560333191273874 -0.68916790309406462 -0.063189433354541275 -0.96622398763895034 0.32236617369311199 -0.28757317185401915 -0.41371600465896807 leaf_weight=133769 23 36 31 34 156 21 304 20 56 20 39 leaf_count=133769 23 36 31 34 156 21 304 20 56 20 39 internal_value=0 -0.000207738 -9.34939e-05 -2.28902e-06 -0.000120371 -0.157743 0.000111101 -0.118932 0.000399314 -0.0943345 -0.368299 internal_weight=0 134447 134411 134380 134346 197 134149 324 133825 176 62 internal_count=134509 134447 134411 134380 134346 197 134149 324 133825 176 62 is_linear=0 shrinkage=0.01 Tree=666 num_leaves=21 num_cat=2 split_feature=11 5 2 24 5 1 5 0 8 9 10 4 25 1 10 4 5 11 5 11 split_gain=82390.1 64276.1 155929 169235 110340 90136 47262.7 198033 95173.5 54610.7 56327.9 45933.2 47733.1 36582.5 30996.2 16116.1 6493.27 6339.11 1807.54 1487.95 threshold=549.10000000000002 293.27220000000005 255.16525000000004 0 483.07500000000005 45.380000000000003 172.35100000000003 233.17050000000003 121.38150000000003 110.69500000000002 8.1030000000000033 1048.2900000000002 1 1066.3056000000001 362.49400000000003 78.331000000000003 366.02500000000003 756.4475000000001 650.90000000000009 650.90000000000009 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 6 3 4 16 15 11 8 9 10 -8 12 -1 14 -14 18 -3 19 -5 -2 right_child=17 2 -4 5 -6 -7 7 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.19057080437208862 -0.1704388847351074 0.10481152103793237 -0.91074028981228672 -0.14161804237658226 0.64591205791993578 -0.75367073679792473 -0.0042107624312241873 1.0539064834231422 0.5243083701072595 -0.49117466029666718 0.48138653076612031 0.42013581406611666 -0.00030988133301871083 0.35472356072787586 -0.13235850396869558 -0.36993307883701015 -0.093930035318647104 -0.40957883400794787 -0.069034574446470848 -0.28837564991868059 leaf_weight=121 20 31 24 135 44 29 294 21 39 21 26 26 133297 29 178 31 35 39 46 23 leaf_count=121 20 31 24 135 44 29 294 21 39 21 26 26 133297 29 178 31 35 39 46 23 internal_value=0 -0.000180334 -0.130918 -0.0775973 0.236514 -0.221587 0.000185396 0.108587 0.0563459 0.00282527 0.035244 -0.000139848 -0.000221623 -0.000408789 -0.000485979 -0.159254 -0.000581729 -0.317256 -0.123171 -0.233521 internal_weight=0 134427 375 351 110 241 134052 401 380 341 320 133651 133625 133504 133475 212 66 82 181 43 internal_count=134509 134427 375 351 110 241 134052 401 380 341 320 133651 133625 133504 133475 212 66 82 181 43 cat_boundaries=0 1 6 cat_threshold=581 0 0 0 65536 139264 is_linear=0 shrinkage=0.01 Tree=667 num_leaves=13 num_cat=1 split_feature=11 5 6 6 5 3 24 5 3 3 11 11 split_gain=80750.6 63697 47531.2 72371.8 49049.1 165767 120860 52323.3 769523 142736 6212.96 1458.34 threshold=549.10000000000002 1066.3056000000001 1043.5418000000002 783.48000000000013 293.27220000000005 336.88000000000005 0 172.35100000000003 199.86000000000004 1048.2900000000002 756.4475000000001 650.90000000000009 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 9 -9 -1 11 -2 right_child=10 -3 -4 -5 5 -7 -8 8 -10 -11 -12 -13 leaf_value=2.2529022233709269e-05 -0.16873449289798736 -0.42075977413811616 -0.39158975770396576 0.46133184404934158 0.18777600299446814 -1.0036552380919457 -0.20654455244014006 0.00055641309029329819 1.8131540246963502 -0.70161830244393186 -0.4054830505297734 -0.28549189412075543 leaf_weight=133565 20 36 31 34 114 20 202 371 25 29 39 23 leaf_count=133565 20 36 31 34 114 20 202 371 25 29 39 23 internal_value=0 -0.000178389 -6.57253e-05 2.46085e-05 -9.21556e-05 -0.120763 -0.0648836 0.000210444 0.114988 -0.00012978 -0.314083 -0.231186 internal_weight=0 134427 134391 134360 134326 336 316 133990 396 133594 82 43 internal_count=134509 134427 134391 134360 134326 336 316 133990 396 133594 82 43 cat_boundaries=0 1 cat_threshold=833 is_linear=0 shrinkage=0.01 Tree=668 num_leaves=13 num_cat=1 split_feature=11 5 6 6 5 3 24 5 3 3 11 11 split_gain=79143.6 62429.4 46585.3 70931.6 48077.5 162466 118606 51282.1 754209 139896 6089.32 1429.32 threshold=549.10000000000002 1066.3056000000001 1043.5418000000002 783.48000000000013 293.27220000000005 336.88000000000005 0 172.35100000000003 199.86000000000004 1048.2900000000002 756.4475000000001 650.90000000000009 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 9 -9 -1 11 -2 right_child=10 -3 -4 -5 5 -7 -8 8 -10 -11 -12 -13 leaf_value=2.2303709156541876e-05 -0.16704715120792391 -0.41655216680425738 -0.38767386863308567 0.45671852224013387 0.18604967201909714 -0.99361868983507151 -0.20457653363428588 0.00055085061775706206 1.7950224170446396 -0.69460213891391098 -0.40142821898827186 -0.28263697479082189 leaf_weight=133565 20 36 31 34 114 20 202 371 25 29 39 23 leaf_count=133565 20 36 31 34 114 20 202 371 25 29 39 23 internal_value=0 -0.000176619 -6.5082e-05 2.43484e-05 -9.1248e-05 -0.119561 -0.0642407 0.00020834 0.113838 -0.000128482 -0.310943 -0.228874 internal_weight=0 134427 134391 134360 134326 336 316 133990 396 133594 82 43 internal_count=134509 134427 134391 134360 134326 336 316 133990 396 133594 82 43 cat_boundaries=0 1 cat_threshold=833 is_linear=0 shrinkage=0.01 Tree=669 num_leaves=13 num_cat=1 split_feature=11 5 6 6 5 13 24 5 3 3 11 11 split_gain=77568.7 61187.1 45658.3 69520.1 47125.1 160125 118827 50261.6 739201 137112 5968.15 1400.87 threshold=549.10000000000002 1066.3056000000001 1043.5418000000002 783.48000000000013 293.27220000000005 8.3822000000000028 0 172.35100000000003 199.86000000000004 1048.2900000000002 756.4475000000001 650.90000000000009 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 9 -9 -1 11 -2 right_child=10 -3 -4 -5 5 -7 -8 8 -10 -11 -12 -13 leaf_value=2.2080616542436139e-05 -0.16537667870521547 -0.41238665291004706 -0.38379712639316438 0.45215132685268627 0.17969298873628892 -0.87216827539297259 -0.20809827201144043 0.00054534246899046992 1.7770722149372102 -0.68765612043183422 -0.39741393676170939 -0.27981059973654537 leaf_weight=133565 20 36 31 34 123 26 187 371 25 29 39 23 leaf_count=133565 20 36 31 34 123 26 187 371 25 29 39 23 internal_value=0 -0.000174866 -6.44451e-05 2.40911e-05 -9.03494e-05 -0.118371 -0.055149 0.000206256 0.1127 -0.000127198 -0.307833 -0.226586 internal_weight=0 134427 134391 134360 134326 336 310 133990 396 133594 82 43 internal_count=134509 134427 134391 134360 134326 336 310 133990 396 133594 82 43 cat_boundaries=0 1 cat_threshold=589 is_linear=0 shrinkage=0.01 Tree=670 num_leaves=17 num_cat=6 split_feature=25 0 22 25 24 1 0 18 18 10 6 25 24 26 25 26 split_gain=55331.4 37328.9 32204.7 24140.4 65306.7 37260.5 34365.1 28714.8 30249.2 31109 28315.8 24395.4 8265.54 4431.85 4022.04 3171.42 threshold=0 1083.9006000000002 386.60000000000008 1 2 14.880000000000004 155.86500000000004 678.28640000000007 233.76189000000002 638.18750000000011 2.1903000000000001 3 4 2022.5000000000002 5 2022.5000000000002 decision_type=9 2 2 9 1 2 2 2 2 2 2 9 1 2 9 2 left_child=15 2 3 4 11 6 -6 8 9 -5 -10 14 -13 -7 -2 -1 right_child=1 -3 -4 7 5 13 -8 -9 10 -11 -12 12 -14 -15 -16 -17 leaf_value=-0.15827360386649766 -0.059503385927528143 -0.28138410405909764 0.39206206912086122 -0.00012701708941620029 0.097828198714745712 -0.26351130247116089 -0.22005868230547226 0.32010676503181457 -0.090246674043616068 0.22762718719244002 -0.50349068546295161 0.051135760452233107 -0.033626380616968328 -0.076648763743313877 -0.15826897052165709 -0.25314722600190537 leaf_weight=72 118 47 21 131791 1199 30 35 28 97 60 20 194 254 22 142 69 leaf_count=72 118 47 21 131791 1199 30 35 28 97 60 20 194 254 22 142 69 internal_value=0 0.000387481 0.000486332 0.000424961 0.0348719 0.0771623 0.088812 -9.80473e-05 -0.000165993 -2.33755e-05 -0.160887 -0.0419484 0.00339374 -0.184454 -0.117309 -0.191145 internal_weight=0 134058 134011 133990 1994 1286 1234 131996 131968 131851 117 708 448 52 260 141 internal_count=134199 134058 134011 133990 1994 1286 1234 131996 131968 131851 117 708 448 52 260 141 cat_boundaries=0 4 10 11 16 17 22 cat_threshold=0 0 4 65536 2148532224 67371011 33824768 293896320 167903296 18948129 195 0 67371011 33554432 32896 33554432 192 0 67108864 33554432 0 33554432 is_linear=0 shrinkage=0.01 Tree=671 num_leaves=14 num_cat=0 split_feature=2 4 18 18 2 0 11 3 5 22 0 13 18 split_gain=168771 114504 50760.2 44360.9 47872.8 309623 125217 72987.2 37496.5 36310.8 26619.9 9055.06 4583.74 threshold=1048.2900000000002 1048.2900000000002 751.80750000000012 233.76189000000002 155.87100000000004 311.36400000000009 143.41715000000002 544.35000000000002 14.334000000000001 386.60000000000008 4.5085000000000006 1.6043015000000003 289.21500000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 9 -9 -1 11 12 -5 right_child=-2 -3 -4 10 5 -7 -8 8 -10 -11 -12 -13 -14 leaf_value=0.00028578460006487737 -0.65756812584705837 -0.5635380760497517 0.50426172518730161 -0.060900358290507876 0.057385223352315801 0.96847527100629094 -0.58946737781647718 -0.16245008927804452 -0.62426586798259187 0.42640952491760253 -0.50836920624687554 0.061401430801911794 -0.21321291778356799 leaf_weight=132889 39 36 20 29 864 37 31 108 21 20 21 22 62 leaf_count=132889 39 36 20 29 864 37 31 108 21 20 21 22 62 internal_value=0 0.000361361 0.000512716 0.000437588 0.000619486 0.0720396 0.0349803 0.000119151 -0.237629 0.000349907 -0.18142 -0.120659 -0.164674 internal_weight=0 134160 134124 134104 133970 932 895 133038 129 132909 134 113 91 internal_count=134199 134160 134124 134104 133970 932 895 133038 129 132909 134 113 91 is_linear=0 shrinkage=0.01 Tree=672 num_leaves=14 num_cat=3 split_feature=2 25 10 0 10 2 25 25 9 10 10 26 10 split_gain=165412 52412.9 39735.7 53799.3 33385.9 38727.3 207013 35880.9 25524.8 17633.5 7921.45 3521.73 222.645 threshold=1048.2900000000002 0 638.18750000000011 1083.9006000000002 396.4661000000001 155.87100000000004 1 2 39.187000000000005 747.99000000000012 950.63250000000005 2022.5000000000002 482.16800000000006 decision_type=2 9 2 2 2 2 9 9 2 2 2 2 2 left_child=1 11 3 4 5 7 -7 -3 12 -4 -11 -1 -6 right_child=-2 2 9 -5 8 6 -8 -9 -10 10 -12 -13 -14 leaf_value=-0.15034079904287634 -0.65099244362268693 0.044333386143064972 0.46118671774864195 -0.34526269361707895 -0.10348856415504065 0.21077703273722104 -0.08664666587904353 -0.00036301847174662972 -0.45206293314695362 -0.022715486496686938 0.24940278094747795 -0.25066102767336196 -0.068478261630105619 leaf_weight=71 39 1811 24 45 39 466 454 131078 26 20 23 69 34 leaf_count=71 39 1811 24 45 39 466 454 131078 26 20 23 69 34 internal_value=0 0.000357747 0.000566778 0.000445042 0.000561218 0.000697035 0.0653541 0.000249409 -0.18301 0.244036 0.122836 -0.186465 -0.0871824 internal_weight=0 134160 134020 133953 133908 133809 920 132889 99 67 43 140 73 internal_count=134199 134160 134020 133953 133908 133809 920 132889 99 67 43 140 73 cat_boundaries=0 4 9 15 cat_threshold=0 0 4 65536 49664 1184000 1088 4194304 16793601 2148532224 67371011 8192 293896320 167903808 18948129 is_linear=0 shrinkage=0.01 Tree=673 num_leaves=14 num_cat=0 split_feature=2 4 18 18 2 0 7 3 5 22 0 13 18 split_gain=162121 112164 49721.5 43513.9 46143.1 303174 137401 71464.3 36722.2 35590.7 26084.5 8834.54 4491.53 threshold=1048.2900000000002 1048.2900000000002 751.80750000000012 233.76189000000002 155.87100000000004 311.36400000000009 225.07500000000002 544.35000000000002 14.334000000000001 386.60000000000008 4.5085000000000006 1.6043015000000003 289.21500000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 9 -9 -1 11 12 -5 right_child=-2 -3 -4 10 5 -7 -8 8 -10 -11 -12 -13 -14 leaf_value=0.00028353250403624695 -0.64448252433385611 -0.55775184883011708 0.49907241010665893 -0.060287726172085464 0.0098135244038189372 0.95777895015639236 0.66731320946505579 -0.16073738317246788 -0.61776005377372112 0.42216077995300294 -0.50332732790992374 0.060293334126472475 -0.21106048454019813 leaf_weight=132889 39 36 20 29 862 37 33 108 21 20 21 22 62 leaf_count=132889 39 36 20 29 862 37 33 108 21 20 21 22 62 internal_value=0 0.000354295 0.000504096 0.00042974 0.000609893 0.0707279 0.0340565 0.00011868 -0.235136 0.000347016 -0.179683 -0.119537 -0.163012 internal_weight=0 134160 134124 134104 133970 932 895 133038 129 132909 134 113 91 internal_count=134199 134160 134124 134104 133970 932 895 133038 129 132909 134 113 91 is_linear=0 shrinkage=0.01 Tree=674 num_leaves=14 num_cat=0 split_feature=2 4 18 18 2 0 7 3 6 6 0 18 18 split_gain=158894 109932 48732 42647.9 45224.9 297141 134667 70042.2 103693 41891.1 25565.4 5958.41 1038.42 threshold=1048.2900000000002 1048.2900000000002 751.80750000000012 233.76189000000002 155.87100000000004 311.36400000000009 225.07500000000002 544.35000000000002 1.7082000000000002 650.90000000000009 4.5085000000000006 426.32200000000006 324.92500000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 9 -9 -1 11 12 -5 right_child=-2 -3 -4 10 5 -7 -8 8 -10 -11 -12 -13 -14 leaf_value=0.00048303744633618705 -0.63803768977140773 -0.55217432660309396 0.49408164882659911 -0.089563594205038885 0.0097153907589043933 0.94820116294396894 0.66064008870811175 -0.35423086066858483 0.42909455680847169 -0.22561053720916188 -0.49829405557541623 -0.21456903052402707 -0.008113833043886267 leaf_weight=132827 39 36 20 49 862 37 33 109 20 82 21 41 23 leaf_count=132827 39 36 20 49 862 37 33 109 20 82 21 41 23 internal_value=0 0.000350752 0.000499055 0.000425443 0.000603794 0.0700206 0.033716 0.000117493 -0.232785 0.000343546 -0.177886 -0.118341 -0.0635449 internal_weight=0 134160 134124 134104 133970 932 895 133038 129 132909 134 113 72 internal_count=134199 134160 134124 134104 133970 932 895 133038 129 132909 134 113 72 is_linear=0 shrinkage=0.01 Tree=675 num_leaves=20 num_cat=1 split_feature=9 26 7 9 9 2 6 10 0 6 25 9 26 4 6 9 10 9 9 split_gain=91940.8 81377.3 87313.8 63145.9 100042 67126 42454.1 46604.2 58804.2 38863.3 35660.3 17499.8 16931.8 14655.5 10093.1 7985.12 3190.69 787.691 91.8995 threshold=496.59492500000005 2022.5000000000002 31.857000000000003 370.88500000000005 414.36000000000007 783.48000000000013 783.48000000000013 362.49400000000003 133.40270000000001 483.07500000000005 0 1037.4750000000001 2022.5000000000002 8.3312500000000025 1043.5418000000002 454.75000000000006 543.20000000000016 797.90800000000002 571.7600000000001 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=3 -2 11 5 -5 6 7 9 16 10 -1 17 -7 -11 -8 -6 -9 18 -3 right_child=1 2 -4 4 15 12 14 8 -10 13 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.023188768989287085 0.2812595363414806 -0.15172132875025274 -0.93652089335701694 0.75063377955864219 -0.13694822705604814 0.12249326959252357 0.38349851405981816 -0.053222348272073561 -0.67190505266189582 -0.13481172637685257 -0.00069833763211834046 -0.48650432722909109 0.42480637355284262 -0.43174244913187892 0.12279374270527452 0.12680802404880523 -0.14256275089887471 -0.20970186662673951 -0.12385751109184889 leaf_weight=6563 23 20 22 29 22 32 33 82 20 68 127051 21 44 22 27 24 78 20 29 leaf_count=6563 23 20 22 29 22 32 33 82 20 68 127051 21 44 22 27 24 78 20 29 internal_value=0 -0.260529 -0.371789 0.000570354 0.290652 0.000408019 0.000239439 0.000120257 -0.160679 0.000336735 0.000476659 -0.233744 0.297517 -0.207395 0.266181 0.00066373 -0.0967758 -0.156816 -0.13523 internal_weight=0 135 112 134095 75 134020 133944 133884 180 133704 133614 90 76 90 60 46 160 69 49 internal_count=134230 135 112 134095 75 134020 133944 133884 180 133704 133614 90 76 90 60 46 160 69 49 cat_boundaries=0 6 cat_threshold=5521408 605421571 33562628 1775341568 131650 16785409 is_linear=0 shrinkage=0.01 Tree=676 num_leaves=22 num_cat=4 split_feature=9 3 9 9 3 2 9 6 25 25 24 0 6 17 8 3 25 9 3 9 9 split_gain=90111.2 97062.6 61889.3 98051.2 92774.7 63527.9 265343 167265 128621 36442.3 78440.9 67607.3 45931.6 42476.3 36108.1 30382.9 26683.6 7826.22 2741.29 2227.14 3150.24 threshold=496.59492500000005 98.678000000000011 370.88500000000005 414.36000000000007 782.62500000000011 272.73498000000006 48.206500000000005 112.07422500000001 0 1 2 12.809650000000001 483.07500000000005 383.35000000000008 71.084000000000017 20.740500000000004 3 454.75000000000006 1048.2900000000002 797.90800000000002 571.7600000000001 decision_type=2 2 2 2 2 2 2 2 9 9 1 2 2 2 2 2 9 2 2 2 2 left_child=2 14 4 -4 5 9 7 8 -7 10 16 -12 13 -11 19 -14 -1 -5 -6 20 -2 right_child=1 -3 3 17 18 6 -8 -9 -10 12 11 -13 15 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.037121838702950431 -0.12182580258165088 -0.90089722728729249 0.74312749172079151 -0.1355787445587868 -0.30860134503420661 0.28185157695770263 1.1425304826100666 0.89079020002613907 -0.10114526331830187 -0.00044637917950853835 0.096271292927601365 -0.2022493515238166 -0.12204627399977584 0.2592747932767111 -0.52099553766704743 -0.5390533582298529 -0.085217496049218244 0.12553995360930761 -0.4365448148322828 -0.12413297401534187 0.031521111237438948 leaf_weight=269 21 20 29 22 34 115 24 23 284 130999 1468 80 104 63 21 21 503 24 33 36 37 leaf_count=269 21 20 29 22 34 115 24 23 284 130999 1468 80 104 63 21 21 503 24 33 36 37 internal_value=0 -0.257924 0.000564667 0.287746 0.000403955 0.000590032 0.119739 0.0615709 0.0137713 0.000191997 0.0393934 0.080325 -0.000504233 -0.000321534 -0.146102 -0.192103 -0.0426593 0.000657098 -0.371618 -0.0623494 -0.024001 internal_weight=0 135 134095 75 134020 133953 446 422 399 133507 2320 1548 131187 131062 115 125 772 46 67 94 58 internal_count=134230 135 134095 75 134020 133953 446 422 399 133507 2320 1548 131187 131062 115 125 772 46 67 94 58 cat_boundaries=0 3 9 10 15 cat_threshold=4227072 1048576 1024 1310720 262147 12292 700547072 131650 16785409 658 0 262144 12288 134283264 2 is_linear=0 shrinkage=0.01 Tree=677 num_leaves=19 num_cat=1 split_feature=9 9 9 2 6 6 0 5 9 5 25 0 6 9 2 9 9 9 split_gain=88318.1 60657.7 96100 65528.2 59713.4 41814.1 41924.6 105945 36337.3 63712.1 37195 15795.9 9823.99 7670.48 3389.72 2150.06 547.547 115.924 threshold=496.59492500000005 370.88500000000005 414.36000000000007 783.48000000000013 52.613000000000007 783.48000000000013 539.75000000000011 3.4365000000000001 152.84000000000003 88.167500000000018 0 638.18750000000011 1043.5418000000002 454.75000000000006 1048.2900000000002 1037.4750000000001 571.7600000000001 797.90800000000002 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 3 -3 5 15 6 8 11 10 -10 -1 -8 -7 -4 -5 16 -2 -18 right_child=4 2 13 14 -6 12 7 -9 9 -11 -12 -13 -14 -15 -16 -17 17 -19 leaf_value=0.023867215959339584 -0.17648802397927893 0.73569620165331617 -0.13422295921566813 0.22538577182872874 -0.70764265855153397 0.37990576946374144 -0.26491438711843185 -0.84167445182800293 -0.045954438933131225 -0.41399463766026046 -0.00057963688548249139 -0.010094089286517253 0.12269995872621182 0.12428454856077829 0.35900088395827856 -0.24607146669517865 -0.1110445261746645 -0.13926720770922574 leaf_weight=6535 24 29 22 37 24 33 31 20 418 53 126714 113 27 24 39 22 43 22 leaf_count=6535 24 29 22 37 24 33 31 20 418 53 126714 113 27 24 39 22 43 22 internal_value=0 0.000559119 0.284868 0.000400015 -0.255344 0.000233453 0.000115173 -0.159674 0.000311145 -0.0873687 0.000621071 -0.0649512 0.264163 0.000650523 0.293951 -0.15755 -0.135669 -0.120597 internal_weight=0 134095 75 134020 135 133944 133884 164 133720 471 133249 144 60 46 76 111 89 65 internal_count=134230 134095 75 134020 135 133944 133884 164 133720 471 133249 144 60 46 76 111 89 65 cat_boundaries=0 6 cat_threshold=5521408 605421571 33562628 1775341568 131650 16850945 is_linear=0 shrinkage=0.01 Tree=678 num_leaves=33 num_cat=5 split_feature=0 5 2 25 14 3 2 3 0 2 11 12 3 0 24 2 25 24 5 25 1 6 2 1 3 22 11 11 11 26 0 0 split_gain=38700.5 78525.9 45846.3 163342 231071 476233 165797 295023 103392 53929.6 47494.9 207909 126365 71250.3 52054.6 46311.6 38693.5 119580 53139.9 46985.7 41527.2 30544.8 39402.4 51022.2 44274.4 28243.7 13149.7 11650.8 10782 10666.3 66265.1 7885.52 threshold=539.75000000000011 3.4365000000000001 155.87100000000004 0 8.0855000000000015 364.99000000000007 272.73498000000006 11.163000000000002 21.731200000000005 171.81400000000002 223.35100000000003 74.975500000000025 1048.2900000000002 10.031000000000001 1 1048.2900000000002 2 3 14.594500000000002 4 1066.3056000000001 137.89050000000003 255.16525000000004 145.10250000000005 161.49750000000009 343.98744250000004 371.62500000000006 266.34000000000003 549.10000000000002 2022.5000000000002 1083.9006000000002 782.62500000000011 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 9 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 29 10 4 5 6 9 -8 -6 -4 12 13 16 14 27 21 17 18 -1 -19 25 22 23 -5 -24 -18 -13 -12 -16 31 -31 -2 right_child=1 -3 3 15 8 -7 7 -9 -10 -11 11 26 -14 -15 28 -17 20 19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 30 -32 -33 leaf_value=0.1330108011758889 -0.042121944189071656 -0.65558691868415253 0.35442875209607577 0.032457005502165938 -0.018609033922354381 1.7190916694294323 0.22545771828533087 1.254179144859314 -0.97941039403279617 -0.062729323321864719 0.36679705827132514 0.94535028977827595 -0.6973962255624625 0.56024835467338563 -0.083726853529612219 -0.51012325286865234 -0.0010179480403136587 0.15539048655827839 -0.20412971340880101 -0.054652144943094498 0.37113762823740643 -0.37961361406991878 -0.062663716301647326 0.55922950126603244 -0.54241785685221355 0.3657454463413784 0.59106256246566768 0.11068682341239391 -0.26888653938363238 -0.1994149024155405 0.44270354232788089 -0.2432815408706665 leaf_weight=1019 40 26 38 228 24 22 137 35 21 168 23 22 26 23 135 21 130496 110 49 975 30 24 229 20 21 21 20 78 41 45 25 38 leaf_count=1019 40 26 38 228 24 22 137 35 21 168 23 22 26 23 135 21 130496 110 49 975 30 24 229 20 21 21 20 78 41 45 25 38 internal_value=0 -0.148741 0.000492196 0.0683606 0.207735 0.288834 0.205592 0.434791 -0.466983 0.0142222 -1.17114e-05 0.117682 -0.000314976 0.0254271 -0.0189804 -0.0487871 -0.000178397 0.0417708 0.116452 -0.0321329 -0.000873361 -0.0311623 -0.0143694 0.0749387 -0.102963 -0.000958936 0.776642 0.153783 -0.12004 -0.0597004 0.0299131 -0.140123 internal_weight=0 174 134056 988 445 400 378 172 45 206 133068 342 132726 300 277 543 132700 2153 1068 1085 130547 522 498 248 250 130517 42 101 176 148 70 78 internal_count=134230 174 134056 988 445 400 378 172 45 206 133068 342 132726 300 277 543 132700 2153 1068 1085 130547 522 498 248 250 130517 42 101 176 148 70 78 cat_boundaries=0 5 6 12 13 19 cat_threshold=33603584 1184000 1088 0 16385 2195 1310720 67371011 8196 700547072 131650 16785409 3432 0 262146 0 32768 512 16777216 is_linear=0 shrinkage=0.01 Tree=679 num_leaves=22 num_cat=3 split_feature=9 3 26 9 9 3 2 9 1 7 9 25 24 0 17 4 25 16 26 9 9 split_gain=86830.7 94998.5 79004.8 59154.9 94183.1 90388.4 61021.9 259924 109269 115612 44677.8 34678.6 75680.9 66122.7 32950.1 27577.6 26182.5 25644.1 13905.7 7483.95 1431.03 threshold=496.59492500000005 98.678000000000011 2022.5000000000002 370.88500000000005 414.36000000000007 782.62500000000011 272.73498000000006 48.206500000000005 336.69250000000005 94.195000000000007 1037.4750000000001 0 1 12.809650000000001 383.35000000000008 1048.2900000000002 2 15.570210000000001 2022.5000000000002 454.75000000000006 571.7600000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 9 2 2 2 2 left_child=3 2 -2 5 -5 6 11 8 9 -8 20 12 16 -14 15 -13 -1 -16 -7 -6 -4 right_child=1 -3 10 4 19 18 7 -9 -10 -11 -12 14 13 -15 17 -17 -18 -19 -20 -21 -22 leaf_value=0.036860641031709628 0.42868558681011204 -0.88928872656822211 -0.21344548955559731 0.72762531017435006 -0.13327615320005201 -0.5477232507558969 -0.022727414430143998 1.1296466751893361 0.66339806352342878 0.75763980674743647 -0.65785890725525942 -0.00067120253232884439 0.094398629285080471 -0.20082609644904734 0.35754554027981228 0.31319573181016103 -0.084321093365811464 -0.065658712841215591 -0.25208869875931156 0.12206891934076945 -0.11563734295921257 leaf_weight=269 20 20 21 29 22 26 374 24 28 20 22 131093 1468 80 45 28 503 21 41 24 52 leaf_count=269 20 20 21 29 22 26 374 24 28 20 22 131093 1468 80 45 28 503 21 41 24 52 internal_value=0 -0.253189 -0.142562 0.00055103 0.281316 0.000393909 0.000577577 0.117353 0.0597817 0.0168851 -0.262825 0.000187471 0.0384285 0.0786336 -0.000491701 -0.000604178 -0.0421645 0.22289 -0.366813 -5.26371e-05 -0.143774 internal_weight=0 135 115 134095 75 134020 133953 446 422 394 95 133507 2320 1548 131187 131121 772 66 67 46 73 internal_count=134230 135 115 134095 75 134020 133953 446 422 394 95 133507 2320 1548 131187 131121 772 66 67 46 73 cat_boundaries=0 6 7 12 cat_threshold=1310720 262147 12292 700547072 131650 16785409 658 0 262144 12288 134283264 2 is_linear=0 shrinkage=0.01 Tree=680 num_leaves=18 num_cat=0 split_feature=3 1 2 5 4 17 13 3 9 7 26 1 26 17 13 5 5 split_gain=149440 63678.1 104486 64783.1 102917 57541.1 32916.7 248486 44967.1 36699.8 34761.8 32290 10922.1 1935.95 678.955 507.127 507.618 threshold=1048.2900000000002 650.90000000000009 110.457785 650.90000000000009 78.331000000000003 426.97200000000004 465.60925000000003 9.0802500000000013 496.59492500000005 783.48000000000013 2022.5000000000002 1066.3056000000001 2022.5000000000002 524.22500000000014 557.40000000000009 783.48000000000013 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 5 15 6 8 14 9 -1 -10 12 -3 -7 -8 -5 -17 right_child=-2 2 -4 4 -6 13 7 -9 10 -11 -12 -13 -14 -15 -16 16 -18 leaf_value=0.00075978362755878368 -0.66257869159474103 -0.3405206895536847 -0.89295534896850581 0.13033326621239003 0.89718987803114569 -0.22058815047854471 -0.049981356048583989 1.1743240723609925 0.13719585978466531 -0.2848669574091004 -0.3027255833730465 0.16734045397850775 -0.068440695095062259 -0.33772480498912721 -0.11524160534143447 0.048259742753259068 0.1104327604174614 leaf_weight=133517 34 36 20 26 20 21 25 20 23 45 82 31 25 43 44 29 24 leaf_count=133517 34 36 20 26 20 21 25 20 23 45 82 31 25 43 44 29 24 internal_value=0 0.000475337 -0.237869 0.000674671 0.256388 0.000485494 0.000628931 0.19288 0.000500924 0.00066355 -0.206362 -0.0954588 -0.229012 -0.299289 -0.0915966 0.0941593 0.0764136 internal_weight=0 134031 112 133919 99 133820 133756 89 133667 133562 105 92 61 64 69 79 53 internal_count=134065 134031 112 133919 99 133820 133756 89 133667 133562 105 92 61 64 69 79 53 is_linear=0 shrinkage=0.01 Tree=681 num_leaves=17 num_cat=1 split_feature=3 1 2 5 4 17 0 7 4 4 25 1 26 17 5 5 split_gain=146466 62410.9 102407 63494 100869 56396 40559.4 156813 187124 40681.7 41676.5 31647.4 10704.7 1897.42 497.036 497.517 threshold=1048.2900000000002 650.90000000000009 110.457785 650.90000000000009 78.331000000000003 426.97200000000004 311.36400000000009 43.669000000000011 144.67106000000004 1048.2900000000002 0 1066.3056000000001 2022.5000000000002 524.22500000000014 783.48000000000013 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 3 11 5 14 6 9 8 -8 10 -1 12 -3 -7 -5 -16 right_child=-2 2 -4 4 -6 13 7 -9 -10 -11 -12 -13 -14 -15 15 -17 leaf_value=0.11482389357231117 -0.65595289454740635 -0.33711548498935173 -0.88402579879760734 0.12902994641890891 0.88821797719597817 -0.21838227113087971 -0.094772474492606645 -0.77042815193533898 0.8759652811005002 -0.35557954505085948 0.00074172068616983066 0.16566703611804592 -0.067756291580200204 -0.33434755724529885 0.04777714310021236 0.10932843618094922 leaf_weight=311 34 36 20 26 20 21 365 32 21 32 132995 31 25 43 29 24 leaf_count=311 34 36 20 26 20 21 365 32 21 32 132995 31 25 43 29 24 internal_value=0 0.000470584 -0.23549 0.000667924 0.253824 0.000480639 0.000622642 -0.0977282 -0.0419603 0.000930961 0.00101654 -0.0945042 -0.226722 -0.296296 0.0932177 0.0756494 internal_weight=0 134031 112 133919 99 133820 133756 418 386 133338 133306 92 61 64 79 53 internal_count=134065 134031 112 133919 99 133820 133756 418 386 133338 133306 92 61 64 79 53 cat_boundaries=0 5 cat_threshold=0 262147 0 65536 139264 is_linear=0 shrinkage=0.01 Tree=682 num_leaves=17 num_cat=1 split_feature=3 1 2 5 4 17 0 6 4 4 25 1 17 1 5 5 split_gain=143551 61169 100369 62230.4 98861.4 55273.8 39752.4 154305 182636 39872.1 40873 31017.6 1859.66 1033.8 487.145 487.616 threshold=1048.2900000000002 650.90000000000009 110.457785 650.90000000000009 78.331000000000003 426.97200000000004 311.36400000000009 54.960000000000008 144.67106000000004 1048.2900000000002 0 1066.3056000000001 524.22500000000014 789.60480000000007 783.48000000000013 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 3 11 5 14 6 9 8 -8 10 -1 13 -7 -3 -5 -16 right_child=-2 2 -4 4 -6 12 7 -9 -10 -11 -12 -13 -14 -15 15 -17 leaf_value=0.11371142452750993 -0.64939337842604683 -0.26630299139022828 -0.87518554687500005 0.12773963662294241 0.87933579051494604 -0.21619845027015325 -0.092034598996980785 -0.74244580100564395 0.8671351470266071 -0.35202375475317238 0.00073430410458868219 0.16401037862223963 -0.33100408221400057 -0.18395723529400365 0.047299377260536984 0.1082351572563251 leaf_weight=311 34 30 20 26 20 21 363 34 21 32 132995 31 43 31 29 24 leaf_count=311 34 30 20 26 20 21 363 34 21 32 132995 31 43 31 29 24 internal_value=0 0.000465964 -0.233135 0.000661331 0.251286 0.000475919 0.000616502 -0.0967509 -0.03958 0.000921738 0.00100646 -0.0935592 -0.293333 -0.224455 0.0922855 0.0748929 internal_weight=0 134031 112 133919 99 133820 133756 418 384 133338 133306 92 64 61 79 53 internal_count=134065 134031 112 133919 99 133820 133756 418 384 133338 133306 92 64 61 79 53 cat_boundaries=0 5 cat_threshold=0 262147 0 65536 139264 is_linear=0 shrinkage=0.01 Tree=683 num_leaves=13 num_cat=2 split_feature=3 1 2 1 9 23 25 24 15 1 26 26 split_gain=140695 59951.8 98371.3 53150 50516.5 32205.2 31834.2 267664 30475.7 30400.4 10499.2 5176.14 threshold=1048.2900000000002 650.90000000000009 110.457785 543.20000000000016 1037.4750000000001 219.08740500000002 0 1 676.70640000000014 1066.3056000000001 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 left_child=1 3 9 4 5 6 7 -1 -8 10 -3 -5 right_child=-2 2 -4 11 -6 -7 8 -9 -10 -11 -12 -13 leaf_value=0.4558448369075091 -0.64289945602416998 -0.33153877816266486 -0.8664336912631988 0.23460967063903809 0.45928528894980752 0.40170723628997806 0.0002765833792155014 -0.21987179167817036 -0.28295847428472415 0.16237025722380607 -0.064778014945983883 0.44916229994400686 leaf_weight=107 34 36 20 22 24 20 133575 110 38 31 25 23 leaf_count=107 34 36 20 22 24 20 133575 110 38 31 25 23 internal_value=0 0.00046139 -0.230804 0.000654803 0.000539301 0.000457046 0.000397082 0.118719 0.000196016 -0.0926236 -0.222211 0.34427 internal_weight=0 134031 112 133919 133874 133850 133830 217 133613 92 61 45 internal_count=134065 134031 112 133919 133874 133850 133830 217 133613 92 61 45 cat_boundaries=0 5 6 cat_threshold=262144 262146 0 65536 139264 3221 is_linear=0 shrinkage=0.01 Tree=684 num_leaves=13 num_cat=1 split_feature=3 1 2 1 9 17 23 25 1 26 26 17 split_gain=137895 58758.8 96413.8 52092.2 49511.2 34419.4 37074.7 32951.5 29795.4 10290.3 5073.13 4850.76 threshold=1048.2900000000002 650.90000000000009 110.457785 543.20000000000016 1037.4750000000001 426.97200000000004 190.83300750000001 0 1066.3056000000001 2022.5000000000002 2022.5000000000002 678.28640000000007 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 3 8 4 5 6 7 -1 9 -3 -5 -7 right_child=-2 2 -4 10 -6 11 -8 -9 -10 -11 -12 -13 leaf_value=0.1211460502313829 -0.63647044013528264 -0.32822338599711659 -0.85776935350894934 0.23226356159556996 0.45469241430362067 -0.30817657377984786 0.43108169078826908 0.000294970193317574 0.16074654148470971 -0.064130237913131716 0.44467065894085428 -0.13268169334956578 leaf_weight=216 34 36 20 22 24 36 20 133550 31 25 23 28 leaf_count=216 34 36 20 22 24 36 20 133550 31 25 23 28 internal_value=0 0.000456952 -0.228496 0.000648431 0.000534085 0.000452652 0.000563563 0.000499194 -0.0916973 -0.219988 0.340827 -0.231398 internal_weight=0 134031 112 133919 133874 133850 133786 133766 92 61 45 64 internal_count=134065 134031 112 133919 133874 133850 133786 133766 92 61 45 64 cat_boundaries=0 5 cat_threshold=262144 262146 0 65536 139264 is_linear=0 shrinkage=0.01 Tree=685 num_leaves=10 num_cat=0 split_feature=19 0 2 4 9 3 3 9 6 split_gain=32841.5 37833 32835.2 55240.3 32294.3 730864 169453 65381.7 31829.1 threshold=559.35000000000002 1083.9006000000002 1048.2900000000002 1048.2900000000002 370.88500000000005 223.76500000000001 1048.2900000000002 1037.4750000000001 545.08500000000015 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 7 8 -6 -1 right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 leaf_value=-0.00010277532283319729 -0.32538564228242445 0.29670980453491214 0.28650909495353699 -0.40307017934672973 -0.012997847427228454 1.8915304590406874 -0.75160668563842781 -0.62008330363035202 0.16854656857571432 leaf_weight=133894 31 43 40 34 157 21 30 20 112 leaf_count=133894 31 43 40 34 157 21 30 20 112 internal_value=0 0.000136674 4.17235e-05 -4.36184e-05 5.84638e-05 0.127676 -0.000130054 -0.0815951 3.8179e-05 internal_weight=0 134351 134308 134268 134234 198 134036 177 134006 internal_count=134382 134351 134308 134268 134234 198 134036 177 134006 is_linear=0 shrinkage=0.01 Tree=686 num_leaves=14 num_cat=0 split_feature=19 0 11 11 12 2 2 4 9 11 10 12 11 split_gain=32188 37080.1 35223.3 39580.6 34859.3 69510.5 53542.3 40574.9 32311.9 18104.2 10022.2 12905.4 124.668 threshold=559.35000000000002 1083.9006000000002 493.04250000000008 549.10000000000002 417.10750000000002 81.044500000000014 1048.2900000000002 1048.2900000000002 370.88500000000005 756.4475000000001 87.145565000000019 768.82675000000006 944.45425000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 6 10 7 8 -1 -5 11 -6 -11 right_child=-2 -3 3 9 5 -7 -8 -9 -10 12 -12 -13 -14 leaf_value=-0.00014435226568142656 -0.32213178886521249 0.29374269352402799 0.53008405990600582 -0.088126460007719093 -0.038630566787719728 -0.70290862166881574 0.37053372432024051 -0.36178479921433238 0.13104756982402599 0.19516798149455677 0.13760085964202881 -0.29022098400763102 0.22883311531760478 leaf_weight=133801 31 43 25 37 75 20 39 31 188 22 20 28 22 leaf_count=133801 31 43 25 37 75 20 39 31 188 22 20 28 22 internal_value=0 0.000135308 4.13063e-05 0.182259 -0.000102619 -0.156151 6.38372e-05 -4.397e-05 3.97232e-05 0.0749055 -0.0672477 -0.107024 0.212001 internal_weight=0 134351 134308 106 134202 143 134059 134020 133989 81 123 103 44 internal_count=134382 134351 134308 106 134202 143 134059 134020 133989 81 123 103 44 is_linear=0 shrinkage=0.01 Tree=687 num_leaves=18 num_cat=2 split_feature=25 1 16 0 0 11 20 5 7 5 2 8 0 3 25 3 3 split_gain=31929.9 85503.6 60398.1 58889.1 57620.2 46105.4 43012.1 33280.5 97328.8 60280.7 51643.9 47692.6 47177.5 43299.6 20222.4 24019.7 14107 threshold=0 398.24814000000003 209.85600000000002 1083.9006000000002 362.49400000000003 756.4475000000001 108.93500000000002 401.66700000000003 215.01325000000006 366.02500000000003 1048.2900000000002 8.1030000000000033 292.11750000000001 52.119000000000007 1 150.51452500000002 83.529500000000013 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 4 5 6 7 14 9 11 10 12 13 -2 -9 16 -16 -1 right_child=3 -3 -4 -5 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 15 -17 -18 leaf_value=-0.064149486426499203 0.0010660604758395773 0.50143228173255916 0.44782342689377919 0.40054320567363016 -0.40091747259482363 0.35448065055383221 0.42582581303336403 -0.047539002921083845 -0.78926433229446413 0.42897887302167492 0.39706544904997854 0.40646810579299925 0.11310632406637586 -0.53471382322765537 -0.015172932217294313 0.13462119413746729 -0.32781531878880094 leaf_weight=602 120671 32 28 37 39 37 22 139 20 33 33 20 377 21 12142 108 21 leaf_count=602 120671 32 28 37 39 37 22 139 20 33 33 20 377 21 12142 108 21 internal_value=0 -0.014832 -0.016118 0.0016556 -0.0171223 0.00153411 -0.0159616 0.00142647 -0.127464 0.00163931 0.00152284 -0.0539308 0.00141501 -0.111481 -0.0167166 -0.013841 -0.0718833 internal_weight=0 12994 12962 121388 12934 121351 12895 121314 200 121114 121081 180 121048 160 12873 12250 623 internal_count=134382 12994 12962 121388 12934 121351 12895 121314 200 121114 121081 180 121048 160 12873 12250 623 cat_boundaries=0 6 12 cat_threshold=3355576386 1091059713 2164310144 12599305 3489660932 140302 0 1 0 4194304 0 8192 is_linear=0 shrinkage=0.01 Tree=688 num_leaves=27 num_cat=4 split_feature=19 1 24 26 1 1 25 11 5 3 3 3 4 11 11 24 2 24 26 26 1 1 1 26 3 26 split_gain=31586.6 33310.6 258684 116074 140275 52425.5 37400 28577.6 56086.6 90597.6 104938 71800.4 52575 27772.6 26051.1 17129.4 6809.09 5517.08 6733.78 4179.05 37213.8 26292.9 13976.8 1079.54 276.073 10.3054 threshold=559.35000000000002 398.24814000000003 0 2022.5000000000002 650.90000000000009 543.20000000000016 1 493.04250000000008 401.66700000000003 223.76500000000001 8.3632500000000025 782.62500000000011 1048.2900000000002 549.10000000000002 756.4475000000001 2 66.099500000000006 3 2022.5000000000002 2022.5000000000002 543.20000000000016 543.20000000000016 789.60480000000007 2022.5000000000002 1048.2900000000002 2022.5000000000002 decision_type=2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 left_child=1 6 3 5 -5 -3 15 8 11 10 -10 12 -8 -9 -15 23 17 18 -17 20 -4 -21 -23 -1 -13 -19 right_child=-2 2 19 4 -6 -7 7 13 9 -11 -12 24 -14 14 -16 16 -18 25 -20 21 -22 22 -24 -25 -26 -27 leaf_value=-0.13242881444462559 -0.31910916085685453 0.43773361074513406 0.071919687080383307 0.64059923560531051 -0.3787498090002272 1.0055962413710517 0.00016109155804760897 0.47418238349582836 -0.19140963550359924 -0.80334229636192322 0.48167214005081738 0.33846115927542408 0.42599263433752393 -0.11306921406372174 0.25508275789022444 -0.061641334093792341 0.14301500940322875 -0.077222600900209867 0.077078845172688579 -0.31874533697962759 -0.41990285587310794 0.19265403480529786 -0.1354817384702188 -0.17687095023336866 0.38312494201660158 -0.073192948650929235 leaf_weight=114 31 29 25 27 27 37 133046 23 163 20 27 31 29 37 40 71 20 130 69 40 40 25 27 105 25 124 leaf_count=114 31 29 25 27 27 37 133046 23 163 20 27 31 29 37 40 71 20 130 69 40 40 25 27 105 25 124 internal_value=0 0.000133397 0.109681 0.438241 0.130925 0.756081 -9.29317e-05 0.000273668 0.000146956 -0.16315 -0.0957612 0.00040454 0.00025389 0.169259 0.0781786 -0.0761757 -0.0361148 -0.0461243 0.00627937 -0.159219 -0.23074 -0.125994 0.0222758 -0.147023 0.3584 -0.0724048 internal_weight=0 134351 277 120 54 66 134074 133441 133341 210 190 133131 133075 100 77 633 414 394 140 157 65 92 52 219 56 254 internal_count=134382 134351 277 120 54 66 134074 133441 133341 210 190 133131 133075 100 77 633 414 394 140 157 65 92 52 219 56 254 cat_boundaries=0 1 7 8 9 cat_threshold=3124 0 1 0 4194304 0 8192 582 2072 is_linear=0 shrinkage=0.01 Tree=689 num_leaves=17 num_cat=1 split_feature=19 0 11 11 4 13 2 0 25 2 1 26 3 9 11 11 split_gain=30958 35567.6 33420.3 38422.2 31484 76400.8 94048.3 127973 32621.4 85016.8 64449.9 161686 60226.8 40099.3 16997.6 124.258 threshold=559.35000000000002 1083.9006000000002 493.04250000000008 549.10000000000002 293.48250000000002 26.834000000000007 212.70000000000005 144.79006000000001 0 1048.2900000000002 398.24814000000003 2022.5000000000002 782.62500000000011 323.97600000000006 756.4475000000001 944.45425000000012 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 4 -4 8 6 7 -6 10 12 13 -12 -10 -1 -5 -16 right_child=-2 -3 3 14 5 -7 -8 -9 9 -11 11 -13 -14 -15 15 -17 leaf_value=-0.014778826474863477 -0.31591807185642184 0.28768886122592663 0.520230046081543 -0.086208354452171843 -0.049242975137132772 -0.64926836493222606 0.47179651752594981 -0.80746770222981767 0.0015664852965207236 0.55279222726821897 0.86876660594233757 -0.27220615905264151 0.37588268280029297 -0.31378346869680618 0.18779619867151437 0.2214060307632793 leaf_weight=13626 31 43 25 37 307 23 31 24 120025 28 27 23 43 45 22 22 leaf_count=13626 31 43 25 37 307 23 31 24 120025 28 27 23 43 45 22 22 internal_value=0 0.000132063 3.99987e-05 0.177533 -0.000100195 -0.0904008 -0.0548926 -0.10422 0.000159606 0.00182887 -0.0144418 0.343919 0.00170054 -0.015763 0.0717622 0.204601 internal_weight=0 134351 134308 106 134202 385 362 331 133817 120096 13721 50 120068 13671 81 44 internal_count=134382 134351 134308 106 134202 385 362 331 133817 120096 13721 50 120068 13671 81 44 cat_boundaries=0 6 cat_threshold=3355576386 1091059713 2164314240 12582921 1342177285 140302 is_linear=0 shrinkage=0.01 Tree=690 num_leaves=18 num_cat=0 split_feature=1 13 3 3 16 6 1 12 5 6 4 0 2 2 0 26 3 split_gain=63441.2 39845 160362 98636.1 64327.7 47644.8 40366.2 145993 216535 118612 55488.4 75602.7 89536 40353.2 36903.4 21270.3 18374 threshold=789.60480000000007 152.09975000000003 223.76500000000001 1048.2900000000002 174.97500000000002 120.26400000000001 46.726464000000014 153.08370000000002 366.02500000000003 367.00000000000006 1048.2900000000002 539.75000000000011 12.987 27.234500000000004 430.17000000000002 2022.5000000000002 38.689000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 6 5 13 10 8 9 -8 11 14 -13 16 -1 -2 -3 right_child=15 2 -4 -5 -6 -7 7 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 leaf_value=-0.00060342826341789409 -0.081986014001509719 -0.086235160233175512 -0.7858665803555519 0.52364781803554961 0.497753575359072 -0.5223377603834326 0.016133138708535659 0.6801780489512852 1.0666426112055778 0.77070185854321438 0.46127890981160674 -0.12385986427145619 -0.81609396501020959 0.32903275869510795 0.23591799089402862 -0.40617777860164644 0.22482218170166016 leaf_weight=131106 34 376 31 36 21 22 2604 35 20 21 26 124 22 27 66 50 20 leaf_count=131106 34 376 31 36 21 22 2604 35 20 21 26 124 22 27 66 50 20 internal_value=0 -5.29191e-05 -0.0894257 0.000278412 -0.0430959 -0.0686192 0.000137831 0.0385577 0.0300674 0.0221697 -0.000646104 -0.000737562 -0.228169 -0.0450215 -0.000484421 -0.274957 -0.0705252 internal_weight=0 134557 497 134060 466 445 134024 2680 2645 2625 131344 131318 146 423 131172 84 396 internal_count=134641 134557 497 134060 466 445 134024 2680 2645 2625 131344 131318 146 423 131172 84 396 is_linear=0 shrinkage=0.01 Tree=691 num_leaves=17 num_cat=3 split_feature=1 25 13 3 3 16 6 1 25 24 14 4 0 2 26 26 split_gain=62178.8 51396.6 38286.9 157593 113920 62799.6 46925.2 39364.6 233577 411974 128518 64334.9 67880.1 39305.2 20847 20.1683 threshold=789.60480000000007 0 152.09975000000003 223.76500000000001 1048.2900000000002 174.97500000000002 120.26400000000001 46.726464000000014 1 2 137.49750000000003 1048.2900000000002 539.75000000000011 27.234500000000004 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 9 1 2 2 2 2 2 2 left_child=1 15 4 5 7 6 13 11 9 -9 -10 12 -3 -4 -2 -1 right_child=14 2 3 -5 -6 -7 -8 8 10 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.22594707489013671 -0.081166176638182472 -0.00033038458334274485 -0.068688951350047087 -0.77800790879034221 0.57089184352329803 0.49277604392596652 -0.51711438818411393 0.71823042024308303 -0.021574068178835754 0.07618132799259715 0.78397333908081057 0.50676781723499298 -0.21908751695088938 0.32574242123851072 -0.40211600509881978 -0.23467100359358878 leaf_weight=53 34 131076 393 31 35 21 22 117 2034 508 20 25 142 27 50 53 leaf_count=53 34 131076 393 31 35 21 22 117 2034 508 20 25 142 27 50 53 internal_value=0 -5.239e-05 0.000129133 -0.0877453 0.000453201 -0.041529 -0.0669145 0.000304119 0.0382512 0.205791 -0.0136639 -0.000470476 -0.000567117 -0.0433326 -0.272208 -0.210455 internal_weight=0 134557 134451 494 133957 463 442 133922 2679 625 2054 131243 131218 420 84 106 internal_count=134641 134557 134451 494 133957 463 442 133922 2679 625 2054 131243 131218 420 84 106 cat_boundaries=0 3 7 8 cat_threshold=1048576 0 4 4227588 537919488 0 4194308 11 is_linear=0 shrinkage=0.01 Tree=692 num_leaves=24 num_cat=2 split_feature=1 9 13 6 7 7 6 24 7 8 9 2 11 11 26 24 0 5 2 13 26 9 11 split_gain=60941.7 42812.4 42604.6 81684.8 56958.2 42333.8 229075 90557.5 76826.9 41815.6 36702.6 300863 36487.9 87509.6 27229.1 25556.2 42094.1 31402.5 25152 23762.9 20432.2 651.97 70.2392 threshold=789.60480000000007 797.90800000000002 152.09975000000003 77.886150000000001 134.35750000000004 177.87500000000003 319.87968000000006 0 442.89500000000004 247.77000000000001 370.88500000000005 16.142500000000002 549.10000000000002 493.04250000000008 2022.5000000000002 1 15.577650000000002 116.45550000000001 17.552500000000006 254.57570000000001 2022.5000000000002 1037.4750000000001 756.4475000000001 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 5 15 -5 10 7 8 -7 -9 12 14 13 -1 -12 16 19 18 -17 -4 -2 -3 -14 right_child=20 21 3 4 -6 6 -8 9 -10 -11 11 -13 22 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.00012491611930250183 -0.080354513701270613 -0.26902890379230182 -0.14251672228177389 -0.14408377994190563 -0.86366833946921606 0.18773221913679147 1.0216131080627442 -0.040145692853973465 0.86647409125452957 0.40654401188546962 0.28301045694134452 1.2967145785093308 -0.2147446873113513 0.64545875640142525 -0.10860848217230777 -0.10245055456286513 0.48718160845339298 -0.46885005170648747 0.26521839511394502 0.13799946926791093 -0.3980948449313641 -0.34439494739879256 -0.23445366859436034 leaf_weight=133198 34 24 63 22 22 81 25 442 21 22 22 20 40 21 92 267 20 22 20 58 50 22 33 leaf_count=133198 34 24 63 22 22 81 25 442 21 22 22 20 40 21 92 267 20 22 20 58 50 22 33 internal_value=0 -5.12757e-05 5.30356e-05 -0.092644 -0.503876 0.000394726 0.0848429 0.0434661 0.298235 -0.0185663 2.06694e-05 0.165437 -0.000145625 -2.31494e-05 -0.0330329 -0.0524346 0.0580732 -0.101457 -0.076829 -0.00805442 -0.269486 -0.305074 -0.223654 internal_weight=0 134557 134511 494 44 134017 591 566 102 464 133426 134 133292 133219 114 450 141 309 287 121 84 46 73 internal_count=134641 134557 134511 494 44 134017 591 566 102 464 133426 134 133292 133219 114 450 141 309 287 121 84 46 73 cat_boundaries=0 1 2 cat_threshold=66 3136 is_linear=0 shrinkage=0.01 Tree=693 num_leaves=15 num_cat=2 split_feature=1 25 9 3 1 0 3 4 25 4 3 26 9 26 split_gain=59728.9 50373.6 43426.9 70560.8 34526 89233 47966.5 47001.2 36049.3 51932.2 45828.5 20025.6 320.041 19.878 threshold=789.60480000000007 0 797.90800000000002 1048.2900000000002 336.69250000000005 24.245000000000005 5.6142500000000011 57.315000000000005 1 1048.2900000000002 242.64500000000001 2022.5000000000002 1037.4750000000001 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 13 3 4 8 7 -7 -6 10 -10 -3 -2 -4 -1 right_child=11 2 12 -5 5 6 -8 -9 9 -11 -12 -13 -14 -15 leaf_value=-0.22367393538636982 -0.079550982573453125 0.045463131621670219 -0.28701151899316096 0.42552311823918265 0.17347631448791143 -0.016210653004438982 -0.59300067754018881 0.68629468798637394 -0.00069155309282234044 0.46452170280118787 0.46992020194347095 -0.39411389301419258 -0.34095097975297406 -0.23233484628065576 leaf_weight=53 34 1175 22 39 168 46 21 20 132888 24 26 50 22 53 leaf_count=53 34 1175 22 39 168 46 21 20 132888 24 26 50 22 53 internal_value=0 -5.07629e-05 0.000128944 0.000231782 0.000108342 0.116358 -0.196996 0.228031 -0.000112692 -0.000607504 0.0542007 -0.266791 -0.313981 -0.208349 internal_weight=0 134557 134451 134407 134368 255 67 188 134113 132912 1201 84 44 106 internal_count=134641 134557 134451 134407 134368 255 67 188 134113 132912 1201 84 44 106 cat_boundaries=0 3 9 cat_threshold=1048576 0 4 2147483648 393218 0 151060480 139328 2105376 is_linear=0 shrinkage=0.01 Tree=694 num_leaves=14 num_cat=3 split_feature=1 25 9 3 1 2 3 25 24 18 0 1 9 split_gain=58540.3 49371.2 42562.7 69156.7 33838.9 170127 117283 35331.9 112945 39997.2 12477.1 12683.7 313.672 threshold=789.60480000000007 0 797.90800000000002 1048.2900000000002 336.69250000000005 255.16525000000004 127.48600000000002 1 2 678.28640000000007 118.92600000000002 1066.3056000000001 1037.4750000000001 decision_type=2 9 2 2 2 2 2 9 1 2 2 2 2 left_child=1 -1 3 4 7 6 -6 8 -3 -9 11 -2 -4 right_child=10 2 12 -5 5 -7 -8 9 -10 -11 -12 -13 -14 leaf_value=-0.20626535008693561 -0.34257373977700872 0.17159546608308013 -0.28414140290834689 0.42126789973332329 0.10982357447392473 1.0005862245559691 -0.67330813793908983 -0.00067519550368213058 -0.025321877760157926 0.40759570558865871 -0.47521771953219455 -0.058470867619369975 -0.33754146575927735 leaf_weight=106 30 477 22 39 214 20 21 132888 724 24 21 33 22 leaf_count=106 30 477 22 39 214 20 21 132888 724 24 21 33 22 internal_value=0 -5.02553e-05 0.000127655 0.000229464 0.000107259 0.115194 0.0398416 -0.000111565 0.0536587 -0.000601429 -0.264123 -0.193758 -0.310841 internal_weight=0 134557 134451 134407 134368 255 235 134113 1201 132912 84 63 44 internal_count=134641 134557 134451 134407 134368 255 235 134113 1201 132912 84 63 44 cat_boundaries=0 3 9 10 cat_threshold=1048576 0 4 2147483648 393218 0 151060480 139328 2105376 852 is_linear=0 shrinkage=0.01 Tree=695 num_leaves=10 num_cat=1 split_feature=25 9 4 3 17 13 6 26 17 split_gain=179109 59350.2 53055.5 48667.9 41761.3 38457 30219 5773.46 1972.47 threshold=0 1037.4750000000001 1048.2900000000002 1048.2900000000002 524.22500000000014 673.83140000000014 442.89500000000004 2022.5000000000002 678.28640000000007 decision_type=9 2 2 2 2 2 2 2 2 left_child=7 2 3 4 5 6 -2 -1 -6 right_child=1 -3 -4 -5 8 -7 -8 -9 -10 leaf_value=-0.34847582565163671 0.00037661506640584248 0.50835153486417695 -0.38896384296672687 0.37872048770680145 -0.20416209300359089 -0.28255516514182094 0.1318700525980975 -0.49408860257693699 -0.3240895462036133 leaf_weight=53 134013 23 35 34 24 48 175 56 32 leaf_count=53 134013 23 35 34 24 48 175 56 32 internal_value=0 0.00041423 0.000327312 0.000428745 0.00033297 0.000446869 0.000548101 -0.387716 -0.272692 internal_weight=0 134384 134361 134326 134292 134236 134188 109 56 internal_count=134493 134384 134361 134326 134292 134236 134188 109 56 cat_boundaries=0 6 cat_threshold=0 0 0 0 8192 32 is_linear=0 shrinkage=0.01 Tree=696 num_leaves=18 num_cat=2 split_feature=0 14 2 9 9 0 24 2 10 5 24 4 1 18 5 14 14 split_gain=46764.4 45328.2 102581 68194.9 42583.1 185483 101996 545776 98937.3 38842.5 75342.5 110812 67704.6 35537.5 30933.8 1765.52 24.6995 threshold=1083.9006000000002 449.47000000000008 166.11250000000004 1037.4750000000001 66.295378500000012 292.11750000000001 0 8.0855000000000015 442.27000000000004 232.66575000000003 1 52.107000000000006 8.0855000000000015 475.19100000000009 192.26595000000003 751.80750000000012 549.10000000000002 decision_type=2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 left_child=1 3 15 4 9 6 7 -6 -8 13 11 -11 -12 14 -1 16 -3 right_child=-2 2 -4 -5 5 -7 8 -9 -10 10 12 -13 -14 -15 -16 -17 -18 leaf_value=-0.00024566440950424414 -0.34615810051942481 -0.096025975209016082 -0.85161983823776244 0.54480474658634348 0.044671011640774937 0.87664308371367283 -0.012241002258069138 1.5477685440438134 0.68068666486513052 -0.022455345103421162 -0.11133826576303106 0.73646178444226584 -0.50674246535581702 0.29082866404737745 0.16105591899206659 0.0070022968177137698 -0.082809539538237345 leaf_weight=132356 39 26 20 23 176 27 1097 28 21 97 287 24 51 42 119 29 31 leaf_count=132356 39 26 20 23 176 27 1097 28 21 97 287 24 51 42 119 29 31 internal_value=0 0.000170591 -0.206539 0.000333684 0.000240456 0.0561416 0.039384 0.239251 0.000767766 -0.000326643 -0.0921591 0.118297 -0.166086 -8.56268e-06 -0.00010077 -0.0565198 -0.0888381 internal_weight=0 134454 106 134348 134325 1349 1322 204 1118 132976 459 121 338 132517 132475 86 57 internal_count=134493 134454 106 134348 134325 1349 1322 204 1118 132976 459 121 338 132517 132475 86 57 cat_boundaries=0 1 2 cat_threshold=17 577 is_linear=0 shrinkage=0.01 Tree=697 num_leaves=22 num_cat=2 split_feature=0 14 2 0 24 2 6 5 21 4 0 22 24 1 2 2 1 1 1 14 14 split_gain=45833.8 44426.2 100539 44300.9 191181 665364 392192 94006.2 73693.6 82520.6 58273.7 28177.7 22975.1 56500.8 82004.5 59211.5 49529.3 31381.3 5673.59 1730.38 24.208 threshold=1083.9006000000002 449.47000000000008 166.11250000000004 16.248875000000002 0 174.86250000000004 43.82500000000001 483.07500000000005 128.28000000000003 482.64500000000004 150.01600000000005 240.05125000000004 1 398.24814000000003 783.48000000000013 113.52003750000002 293.71100000000007 172.67400000000001 438.37500000000006 751.80750000000012 549.10000000000002 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 3 19 11 5 6 10 8 9 -6 -5 12 16 14 -14 -15 17 -1 -18 20 -3 right_child=-2 2 -4 4 7 -7 -8 -9 -10 -11 -12 -13 13 15 -16 -17 18 -19 -20 -21 -22 leaf_value=-0.010277058615477572 -0.34269652880155121 -0.095065715954853941 -0.84310363459587101 0.035630556858346596 0.0004624825713687595 1.6792181437356133 1.1662674028733198 0.68718439608812332 0.5914073262895857 -0.61332341909408572 0.26731246877461673 -0.30734866650899256 0.00095098628680647063 0.11641222342957547 -0.4213610020927761 0.6988874008655549 -0.17999620676040651 0.18225243613299202 -0.37385555068651832 0.0069322741442713245 -0.081981444373246171 leaf_weight=21139 39 26 20 715 5034 28 34 20 21 22 128 30 106827 137 46 20 26 85 36 29 31 leaf_count=21139 39 26 20 715 5034 28 34 20 21 22 128 30 106827 137 46 20 26 85 36 29 31 internal_value=0 0.000168885 -0.204473 0.000330347 0.0268846 0.15996 0.113278 0.00293681 0.00024711 -0.00220826 0.0708088 -0.000911441 -0.000839797 0.0010476 0.000769216 0.190613 -0.0103256 -0.009506 -0.29256 -0.0559546 -0.0879497 internal_weight=0 134454 106 134348 6002 905 877 5097 5077 5056 843 128346 128316 107030 106873 157 21286 21224 62 86 57 internal_count=134493 134454 106 134348 6002 905 877 5097 5077 5056 843 128346 128316 107030 106873 157 21286 21224 62 86 57 cat_boundaries=0 1 2 cat_threshold=18 136 is_linear=0 shrinkage=0.01 Tree=698 num_leaves=10 num_cat=1 split_feature=25 9 4 3 17 13 6 26 17 split_gain=175300 57047.8 51436.5 47600.8 40836.6 37651.4 29311 5647.59 1917.5 threshold=0 1037.4750000000001 1048.2900000000002 1048.2900000000002 524.22500000000014 673.83140000000014 442.89500000000004 2022.5000000000002 678.28640000000007 decision_type=9 2 2 2 2 2 2 2 2 left_child=7 2 3 4 5 6 -2 -1 -6 right_child=1 -3 -4 -5 8 -7 -8 -9 -10 leaf_value=-0.34477211862240198 0.00037230026925853636 0.49839583199957144 -0.38298220485448836 0.37454479722415701 -0.20208854039510091 -0.27958098580439883 0.12987528450148447 -0.48878878908497947 -0.32033304810523988 leaf_weight=53 134013 23 35 34 24 48 175 56 32 leaf_count=53 134013 23 35 34 24 48 175 56 32 internal_value=0 0.000408454 0.000323239 0.000423113 0.000328393 0.000441024 0.00054119 -0.383572 -0.269657 internal_weight=0 134384 134361 134326 134292 134236 134188 109 56 internal_count=134493 134384 134361 134326 134292 134236 134188 109 56 cat_boundaries=0 6 cat_threshold=0 0 0 0 8192 32 is_linear=0 shrinkage=0.01 Tree=699 num_leaves=10 num_cat=1 split_feature=25 9 4 3 17 13 6 26 17 split_gain=171811 55912.5 50412.9 46653.6 40023.9 36902.1 28727.7 5535.2 1879.34 threshold=0 1037.4750000000001 1048.2900000000002 1048.2900000000002 524.22500000000014 673.83140000000014 442.89500000000004 2022.5000000000002 678.28640000000007 decision_type=9 2 2 2 2 2 2 2 2 left_child=7 2 3 4 5 6 -2 -1 -6 right_child=1 -3 -4 -5 8 -7 -8 -9 -10 leaf_value=-0.34132439658326924 0.00036857722198275393 0.49341185792632725 -0.37915238833427434 0.37079938439761889 -0.20006765762964887 -0.27678517187635104 0.12857653388593879 -0.48390090329306468 -0.31712971925735473 leaf_weight=53 134013 23 35 34 24 48 175 56 32 leaf_count=53 134013 23 35 34 24 48 175 56 32 internal_value=0 0.00040437 0.000320007 0.000418882 0.000325109 0.000436614 0.000535778 -0.379737 -0.26696 internal_weight=0 134384 134361 134326 134292 134236 134188 109 56 internal_count=134493 134384 134361 134326 134292 134236 134188 109 56 cat_boundaries=0 6 cat_threshold=0 0 0 0 8192 32 is_linear=0 shrinkage=0.01 Tree=700 num_leaves=20 num_cat=0 split_feature=10 9 8 5 9 3 3 14 17 17 7 7 9 17 7 8 8 3 8 split_gain=43651.6 282173 38204.3 62799.4 43742.3 557701 137830 63627.9 36831.5 55941.4 32559.8 63194.3 26379.9 15673.9 9537.86 2778.31 4811.49 1388.8 172.01 threshold=638.18750000000011 27.301200000000005 574.83500000000015 52.246250000000011 370.88500000000005 212.70000000000005 782.62500000000011 9.5005000000000024 383.35000000000008 765.43425000000013 783.48000000000013 650.90000000000009 1037.4750000000001 479.84000000000009 50.710799999999992 675.58140000000014 808.31735000000015 1048.2900000000002 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 15 6 7 8 12 10 13 11 -1 14 -10 -6 -4 -17 -8 -18 right_child=1 -3 3 -5 5 -7 17 -9 9 -11 -12 -13 -14 -15 -16 16 18 -19 -20 leaf_value=-0.00055903769503433301 -0.14735029535988967 1.2541305167675019 -0.17095513153567232 -0.69440731549263013 -0.012078054352655068 1.7309970037937166 -0.40575279119852425 0.49766382694244388 0.16378936984322287 -0.23923970651626586 -0.26949194133943982 0.4663015339292329 -0.42252453197132461 0.50258638832304214 -0.2493162159919739 0.088295751959085469 -0.11682974198266216 -0.49571688771247863 -0.078154997955197869 leaf_weight=133697 51 20 22 20 111 20 37 20 22 20 45 29 22 36 20 20 23 32 23 leaf_count=133697 51 20 22 20 111 20 37 20 22 20 45 29 22 36 20 20 23 32 23 internal_value=0 0.247433 -0.000586559 -0.188592 -0.000435158 0.150004 -0.000651967 -0.0327702 -0.000421627 0.216816 -0.000548296 -0.000457794 -0.102108 0.374077 -0.0482976 -0.0736335 -0.0411929 -0.447475 -0.0974924 internal_weight=0 71 134219 108 134111 193 133918 173 133849 78 133771 133726 153 58 131 88 66 69 46 internal_count=134290 71 134219 108 134111 193 133918 173 133849 78 133771 133726 153 58 131 88 66 69 46 is_linear=0 shrinkage=0.01 Tree=701 num_leaves=21 num_cat=1 split_feature=10 9 6 24 2 1 18 4 9 9 10 17 5 15 26 6 6 6 6 6 split_gain=42783 276558 37603.1 46293.3 76910.6 69563.8 45418.3 43528.4 38160.1 207089 71483.4 40953.2 44930.9 16987.6 14924.9 15027 6758.79 4864.49 1101.51 714.453 threshold=638.18750000000011 27.301200000000005 338.4500000000001 0 15.582750000000003 52.044000000000004 678.28640000000007 1048.2900000000002 370.88500000000005 414.36000000000007 34.546799999999998 383.35000000000008 783.48000000000013 8.3822000000000028 2022.5000000000002 483.07500000000005 483.07500000000005 650.90000000000009 783.48000000000013 401.66700000000003 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 6 4 14 16 7 8 11 -10 -11 12 -1 -13 -4 -16 19 -18 -19 -5 right_child=1 -3 3 5 -6 -7 -8 -9 9 10 -12 13 -14 -15 15 -17 17 18 -20 -21 leaf_value=-0.00056294714853974859 -0.14587679477591142 1.2415891790390015 -0.27804409796893598 -0.095698755839291758 0.6159373112916946 -0.70919908428192147 -0.45466421690854164 0.38060749228795365 0.97045378244840186 0.089975513586066147 -0.53511465276990622 0.13904865426676613 -0.2838780181109905 0.4725577720006307 0.14812787301199776 -0.1658625814649794 -0.29130981829236535 -0.079030335187911999 -0.17421862002341978 -0.029865670865401626 leaf_weight=133562 51 20 25 34 20 25 22 30 26 142 21 56 56 21 35 27 34 20 31 32 leaf_count=133562 51 20 25 34 20 25 22 30 26 142 21 56 56 21 35 27 34 20 31 32 internal_value=0 0.244959 -0.000580693 -0.11573 0.0519131 -0.208738 -0.000337389 -0.00026275 -0.000348094 0.141645 0.00944242 -0.000548824 -0.000681686 0.230006 -0.0717807 0.0113901 -0.139704 -0.198658 -0.13689 -0.0637797 internal_weight=0 71 134219 283 107 176 133936 133914 133884 189 163 133695 133618 77 87 62 151 85 51 66 internal_count=134290 71 134219 283 107 176 133936 133914 133884 189 163 133695 133618 77 87 62 151 85 51 66 cat_boundaries=0 1 cat_threshold=1298 is_linear=0 shrinkage=0.01 Tree=702 num_leaves=12 num_cat=2 split_feature=7 3 4 25 7 17 5 7 24 10 7 split_gain=42194.8 87232.4 85912.3 30796 155386 76190.8 36409.2 33720.1 33200.6 32668.3 5474.52 threshold=783.48000000000013 1048.2900000000002 1048.2900000000002 0 650.90000000000009 209.85600000000002 1066.3056000000001 442.89500000000004 1 747.99000000000012 1042.2668000000001 decision_type=2 2 2 9 2 2 2 2 1 2 2 left_child=1 2 3 5 6 7 9 8 -1 -5 -2 right_child=10 -3 -4 4 -6 -7 -8 -9 -10 -11 -12 leaf_value=0.0031953242957206175 -0.3654388944307963 0.5137465055061109 0.51762766508385538 0.00064739520206679943 0.84114332936026825 0.44857097108023508 -0.38880367060502374 -0.42900417375564576 -0.033282335607950485 0.33067901478211087 -0.16916246788265807 leaf_weight=4301 30 33 32 123795 22 35 24 20 5941 30 27 leaf_count=4301 30 33 32 123795 22 35 24 20 5941 30 27 internal_value=0 -0.000330857 -0.00045727 -0.000580837 0.000801079 -0.0171891 0.000651869 -0.0187944 -0.0179934 0.000727354 -0.272466 internal_weight=0 134233 134200 134168 123871 10297 123849 10262 10242 123825 57 internal_count=134290 134233 134200 134168 123871 10297 123849 10262 10242 123825 57 cat_boundaries=0 6 7 cat_threshold=3355836480 3288334336 2500083776 1082408960 167776785 2229298 1078 is_linear=0 shrinkage=0.01 Tree=703 num_leaves=20 num_cat=1 split_feature=10 9 6 16 24 3 18 3 4 0 2 3 0 0 6 6 6 6 6 split_gain=41419.1 270833 36825.1 71006 50312.8 74150.2 44577.1 43014.5 41498 38623.2 86312.1 46133.3 34149 15700.3 8087.55 4956.27 8359.56 3492.44 479.84 threshold=638.18750000000011 27.301200000000005 338.4500000000001 8.3971999999999998 0 5.6142500000000011 678.28640000000007 77.170100000000005 1048.2900000000002 539.75000000000011 12.987 1048.2900000000002 430.17000000000002 1083.9006000000002 442.89500000000004 483.07500000000005 650.90000000000009 545.08500000000015 401.66700000000003 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 6 4 5 14 8 15 9 11 13 12 -1 -11 -4 18 -17 -16 -6 right_child=1 -3 3 -5 7 -7 -8 -9 -10 10 -12 -13 -14 -15 17 16 -18 -19 -20 leaf_value=-0.00036367914081029344 -0.14574446348144729 1.2272841815948485 -0.17234152883291246 -0.6470918941497803 -0.079029830629006023 0.5998330187300841 -0.45042898264798253 -0.59341280471194868 0.37162645119428633 0.0050243578993138813 -0.69430762815475466 0.38557462815315496 0.20377042566857687 -0.23697705374823677 0.13046739946240965 -0.29431685751304032 -0.079777066026415142 -0.038698054781326881 -0.023826804886902534 leaf_weight=133605 51 20 28 23 32 24 22 22 30 105 25 31 82 36 23 32 42 26 31 leaf_count=133605 51 20 28 23 32 24 22 22 30 105 25 31 82 36 23 32 42 26 31 internal_value=0 0.241024 -0.000569657 -0.114521 -0.0674093 0.104189 -0.000328883 -0.172139 -0.000254939 -0.000338268 -0.152779 -0.000149025 -0.000238469 -0.0567632 -0.0367657 -0.117054 -0.172551 0.0407061 -0.0518664 internal_weight=0 71 134219 283 260 101 133936 159 133914 133884 166 133718 133687 141 77 137 74 49 63 internal_count=134290 71 134219 283 260 101 133936 159 133914 133884 166 133718 133687 141 77 137 74 49 63 cat_boundaries=0 1 cat_threshold=1298 is_linear=0 shrinkage=0.01 Tree=704 num_leaves=12 num_cat=1 split_feature=7 3 4 25 7 17 1 0 5 3 7 split_gain=41438.6 84326.5 83042.3 30729.3 152347 74610.6 55465.8 41350.5 35654.9 32600.9 5327.97 threshold=783.48000000000013 1048.2900000000002 1048.2900000000002 0 650.90000000000009 209.85600000000002 481.77300000000008 332.39451000000003 1066.3056000000001 400.30000000000007 1042.2668000000001 decision_type=2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 5 8 6 7 -1 9 -5 -2 right_child=10 -3 -4 4 -6 -7 -8 -9 -10 -11 -12 leaf_value=-0.017722178288042498 -0.36172830065091455 0.50511933240023521 0.5089103893644642 0.00097826807164113792 0.83294010465795343 0.44432870701381144 0.41127324104309082 -0.25984379291534426 -0.38469093531370163 -0.1356072113388351 -0.16809697608049548 leaf_weight=10803 30 33 32 123008 22 35 30 71 24 175 27 leaf_count=10803 30 33 32 123008 22 35 30 71 24 175 27 internal_value=0 -0.000323037 -0.000447326 -0.000568811 0.000857648 -0.0166236 -0.0181184 -0.0193031 0.00070914 0.000784228 -0.270008 internal_weight=0 134233 134200 134168 123229 10939 10904 10874 123207 123183 57 internal_count=134290 134233 134200 134168 123229 10939 10904 10874 123207 123183 57 cat_boundaries=0 6 cat_threshold=2282096704 3288334336 352600128 1082408968 167776785 2229298 is_linear=0 shrinkage=0.01 Tree=705 num_leaves=19 num_cat=4 split_feature=3 25 24 25 26 18 9 0 9 25 9 9 0 11 9 26 26 26 split_gain=204917 70666.8 115523 73617.6 72522.1 53940.4 43454.8 127436 114752 113730 184641 84815.1 40724.5 42610 28889.8 8869.41 5002.32 2104.12 threshold=1048.2900000000002 0 1 2 2022.5000000000002 678.28640000000007 168.64500000000001 202.39050000000006 158.04750000000004 3 454.75000000000006 797.90800000000002 782.62500000000011 756.4475000000001 164.68524000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 4 16 -1 6 8 9 12 10 -8 -11 13 -3 -10 -14 -4 -5 right_child=-2 5 3 17 -6 -7 7 -9 14 11 -12 -13 15 -15 -16 -17 -18 -19 leaf_value=-0.10312062569384305 -0.72545951500917105 -0.00021761330689443442 -0.3950121156871319 -0.039172652831444374 0.42780160608291623 0.47393531883756318 0.047973844316270615 -0.71992563136418664 0.6925000347999426 -0.082344717182719171 1.0893200377055576 -0.58120641631854553 0.11118158512645299 0.36473203122615816 0.24372939158231022 0.32393445109212127 -0.52266252533864166 -0.11577066390588879 leaf_weight=53 39 133064 64 65 50 24 90 30 26 432 21 37 36 32 32 43 59 80 leaf_count=53 39 133064 64 65 50 24 90 30 26 432 21 37 36 32 32 43 59 80 internal_value=0 -0.000489113 -0.136486 -0.244337 0.140926 -0.000102008 -0.000187017 -0.0843967 0.000198532 -0.0515245 0.224739 -0.11916 4.85561e-06 -0.000129869 0.444902 0.226984 -0.421939 -0.0761798 internal_weight=0 134238 371 268 103 133867 133843 610 133233 580 111 469 133175 133096 58 79 123 145 internal_count=134277 134238 371 268 103 133867 133843 610 133233 580 111 469 133175 133096 58 79 123 145 cat_boundaries=0 6 7 12 17 cat_threshold=0 262144 8196 0 134226432 8192 1090 0 0 4 0 8192 512 0 17408 0 16777216 is_linear=0 shrinkage=0.01 Tree=706 num_leaves=18 num_cat=4 split_feature=25 24 18 9 0 25 9 9 0 22 11 4 26 24 4 26 26 split_gain=94706.8 142026 52911.2 49974.4 195271 91398.2 105399 69977 40928.3 34977.8 32963.7 34622.3 30337.8 27043.1 26736.3 8810.45 3273.85 threshold=0 1 678.28640000000007 221.38740500000003 186.50375000000003 2 571.7600000000001 797.90800000000002 782.62500000000011 287.50000000000006 756.4475000000001 293.48250000000002 2022.5000000000002 3 13.910351500000003 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 left_child=1 12 3 8 5 6 14 13 9 10 11 -2 -1 -7 -5 -10 -3 right_child=2 16 -4 4 -6 7 -8 -9 15 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.043806038082770588 -4.6627120182122113e-05 -0.31746762276365514 0.46919598576923216 -0.051100320588974721 -0.88546197136243177 0.032994076285362245 0.82853224226019606 -0.57479467656576277 0.1100697754489051 0.39853682889179753 0.31578357552037095 -0.099073641035590049 0.29784717919779757 -0.16604408643742991 0.36856621432304382 0.32101339903744786 -0.40209213427406676 leaf_weight=53 133035 89 24 63 30 115 22 33 36 22 33 354 51 159 20 44 94 leaf_count=53 133035 89 24 63 30 115 22 33 36 22 33 354 51 159 20 44 94 internal_value=0 -0.179067 -0.000297225 -0.000381357 -0.106537 -0.0498197 0.194606 -0.135348 -2.99522e-05 -0.000165511 -0.000231253 -0.000309434 0.112881 -0.087362 0.0500241 0.226089 -0.342235 internal_weight=0 287 133990 133966 442 412 105 307 133524 133444 133422 133389 104 274 83 80 183 internal_count=134277 287 133990 133966 442 412 105 307 133524 133444 133422 133389 104 274 83 80 183 cat_boundaries=0 6 7 13 14 cat_threshold=0 262144 4 0 8704 8192 1106 4194816 0 17408 0 0 33554432 1673 is_linear=0 shrinkage=0.01 Tree=707 num_leaves=17 num_cat=3 split_feature=3 25 18 9 0 9 25 9 9 0 11 9 26 25 26 26 split_gain=200629 70415.7 51825.8 41942.1 121905 112511 110199 179135 81880 39136.5 41046 28315.8 8519.66 6178.7 1552.88 1546.74 threshold=1048.2900000000002 0 678.28640000000007 168.64500000000001 202.39050000000006 158.04750000000004 1 454.75000000000006 797.90800000000002 782.62500000000011 756.4475000000001 164.68524000000002 2022.5000000000002 2 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 9 2 2 2 2 2 2 9 2 2 left_child=1 13 3 5 6 9 7 -5 -8 10 -3 -7 -11 15 -15 -1 right_child=-2 2 -4 4 -6 11 8 -9 -10 12 -12 -13 -14 14 -16 -17 leaf_value=-0.26940398150415568 -0.71782171249389648 -0.00026254545289615118 0.46450401874879993 0.047150544368558464 -0.70446203978856403 0.68561351987031782 -0.081098695889561687 1.0728529439653669 -0.57116351929870812 0.10896906667285496 0.35792687922716143 0.24132352109998464 0.31748497097991235 -0.13502981973416878 -0.067650219244016721 -0.200098022607065 leaf_weight=67 39 133167 24 90 30 26 434 21 37 36 32 32 43 66 71 62 leaf_count=67 39 133167 24 90 30 26 434 21 37 36 32 32 43 66 71 62 internal_value=0 -0.000477504 -0.000148735 -0.000232 -0.0828273 0.000147104 -0.0507842 0.221268 -0.11711 -4.45234e-05 -0.000176493 0.440488 0.222465 -0.160041 -0.0933002 -0.219109 internal_weight=0 134238 133972 133948 612 133336 582 111 471 133278 133199 58 79 266 137 129 internal_count=134277 134238 133972 133948 612 133336 582 111 471 133278 133199 58 79 266 137 129 cat_boundaries=0 5 10 15 cat_threshold=0 262144 4 0 8704 512 0 17408 0 16777216 0 0 0 0 8704 is_linear=0 shrinkage=0.01 Tree=708 num_leaves=18 num_cat=5 split_feature=3 25 24 2 9 2 25 3 5 25 24 6 1 22 2 26 26 split_gain=196636 69014.4 145893 53127.9 34554.1 106854 97047.1 125253 91227.2 35277.1 59500.8 57638.2 45287.3 40651.3 35277.6 26912.8 3101.11 threshold=1048.2900000000002 0 1 1048.2900000000002 168.64500000000001 255.16525000000004 2 121.80050000000001 88.167500000000018 3 4 296.0025 14.880000000000004 287.50000000000006 23.742500000000003 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 2 2 9 2 2 9 1 2 2 2 2 2 2 left_child=1 2 15 4 9 6 7 -6 -8 10 12 -12 -3 14 -11 -1 -4 right_child=-2 3 16 -5 5 -7 8 -9 -10 13 11 -13 -14 -15 -16 -17 -18 leaf_value=-0.03169100339042729 -0.71064348074106065 0.095819663122790361 -0.33139115219116216 0.40726547986268996 0.067199414290487772 -0.74392499206486451 -0.067808857505070153 0.95197649431228637 -0.56067199561654069 -0.0016350510366151768 -0.019199022134733366 0.52162084960937505 -0.17079751235335622 0.43929382129794081 0.028678887212023479 0.27565241451774325 -0.42173617917221862 leaf_weight=58 39 1297 75 32 80 23 447 20 41 126623 1342 20 67 21 3959 56 77 leaf_count=58 39 1297 75 32 80 23 447 20 41 126623 1342 20 67 21 3959 56 77 internal_value=0 -0.000472729 -0.15844 -0.000147248 -0.000244595 -0.0752748 -0.0491201 0.221959 -0.107024 9.92418e-05 0.0356367 -0.0111754 0.0821213 -0.00064519 -0.00071599 0.109665 -0.353877 internal_weight=0 134238 266 133972 133940 611 588 100 488 133329 2726 1362 1364 130603 130582 114 152 internal_count=134277 134238 266 133972 133940 611 588 100 488 133329 2726 1362 1364 130603 130582 114 152 cat_boundaries=0 5 6 11 17 18 cat_threshold=0 262144 4 0 8704 3154 0 0 17408 0 16777216 1310720 67239939 135680 696877184 4162 2097153 876 is_linear=0 shrinkage=0.01 Tree=709 num_leaves=19 num_cat=3 split_feature=3 25 9 0 25 3 9 9 0 11 5 5 9 4 26 25 26 26 split_gain=192723 67641 38243.6 119526 112740 178605 110183 80025.2 38272.5 47301.2 34171.8 34169.2 27733.3 11931.7 8367.98 6156.42 1486.96 1486.1 threshold=1048.2900000000002 0 168.64500000000001 202.39050000000006 1 139.99850000000004 158.04750000000004 797.90800000000002 782.62500000000011 756.4475000000001 150.03545950000003 401.66700000000003 164.68524000000002 1.1950000000000003 2022.5000000000002 2 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=1 15 6 4 5 13 8 10 9 11 -6 -3 -8 -4 -10 17 -17 -1 right_child=-2 2 3 -5 7 -7 12 -9 14 -11 -12 -13 -14 -15 -16 16 -18 -19 leaf_value=-0.26473797419622763 -0.70353705283923018 7.4794432720840445e-06 -0.016864241432575953 -0.69447754264871275 -0.05807546698099491 1.1030723750591278 0.67856986953661991 -0.56345569304517795 0.1075856233967675 0.37844857822764999 -0.45413982323978264 -0.12557865366545692 0.23887323539704086 0.2282543732585578 0.31423702068107073 -0.13163706974549727 -0.065703070314837173 -0.19680421279322716 leaf_weight=67 39 132971 63 30 412 20 26 37 36 33 23 217 32 29 43 66 71 62 leaf_count=67 39 132971 63 30 412 20 26 37 36 33 23 217 32 29 43 66 71 62 internal_value=0 -0.000468001 -0.000145776 -0.0788862 -0.0472633 0.22638 0.000216746 -0.114565 2.71422e-05 -0.000103341 -0.0790168 -0.000197135 0.435979 0.0604014 0.220067 -0.156856 -0.0908365 -0.215391 internal_weight=0 134238 133972 614 584 112 133358 472 133300 133221 435 133188 58 92 79 266 137 129 internal_count=134277 134238 133972 614 584 112 133358 472 133300 133221 435 133188 58 92 79 266 137 129 cat_boundaries=0 5 10 15 cat_threshold=0 262144 4 0 8704 512 0 17408 0 16777216 0 0 0 0 8704 is_linear=0 shrinkage=0.01 Tree=710 num_leaves=14 num_cat=4 split_feature=3 25 9 24 0 6 25 25 2 2 4 11 26 split_gain=117493 54409.1 65047.8 29818.1 74772.1 53241.1 37883.8 33076.7 223429 177633 32809.5 26068.8 3643.72 threshold=1048.2900000000002 0 1037.4750000000001 1 478.01250000000005 367.00000000000006 2 3 543.20000000000016 1048.2900000000002 648.37500000000011 1.0000000180025095e-35 2022.5000000000002 decision_type=2 9 2 1 2 2 9 9 2 2 2 2 2 left_child=1 12 3 4 5 6 -3 8 11 10 -9 -5 -1 right_child=-2 2 -4 7 -6 -7 -8 9 -10 -11 -12 -13 -14 leaf_value=0.14039222587635855 -0.58734581442440259 -0.066698898015001534 0.54406141378662809 0.023335494212404037 -0.57293414483467742 0.47728763555938553 -0.0085320991452516159 0.00046412949439618878 1.0528682695116316 -0.84242271194458018 0.21109518889639831 -0.087790759798788698 0.23467079645179842 leaf_weight=81 34 1254 22 6669 24 22 9903 115989 21 25 74 218 83 leaf_count=81 34 1254 22 6669 24 22 9903 115989 21 25 74 218 83 internal_value=0 0.00057799 0.00034883 0.000259722 -0.0153515 -0.0141682 -0.0151372 0.00168277 0.0229252 0.000416841 0.000598425 0.0198179 0.177296 internal_weight=0 134385 134221 134199 11203 11179 11157 122996 6908 116088 116063 6887 164 internal_count=134419 134385 134221 134199 11203 11179 11157 122996 6908 116088 116063 6887 164 cat_boundaries=0 5 6 12 18 cat_threshold=0 0 4 0 8192 128 37765120 604112129 20672 432013440 4099 1 34619392 604372995 2064 13471904 167905858 8224 is_linear=0 shrinkage=0.01 Tree=711 num_leaves=10 num_cat=2 split_feature=3 25 9 7 7 7 24 26 7 split_gain=115155 53326.4 63753.4 29983.2 40457 30105.9 29010.5 3571.21 26.7043 threshold=1048.2900000000002 0 1037.4750000000001 783.48000000000013 650.90000000000009 549.10000000000002 1 2022.5000000000002 1042.2668000000001 decision_type=2 9 2 2 2 2 1 2 2 left_child=1 7 3 4 5 6 -3 -1 -5 right_child=-2 2 -4 8 -6 -7 -8 -9 -10 leaf_value=0.13898830238131829 -0.58147232728845932 -0.01506220342814743 0.53862078775059097 -0.24400212444108108 0.36753831958770755 -0.32189734746669901 0.0017431476371586872 0.2323240815013288 -0.229741989808778 leaf_weight=81 34 11199 22 29 30 29 122888 83 24 leaf_count=81 34 11199 22 29 30 29 122888 83 24 internal_value=0 0.000572155 0.000345286 0.000257069 0.000351022 0.000268887 0.000338565 0.175523 -0.237545 internal_weight=0 134385 134221 134199 134146 134116 134087 164 53 internal_count=134419 134385 134221 134199 134146 134116 134087 164 53 cat_boundaries=0 5 6 cat_threshold=0 0 4 0 8192 128 is_linear=0 shrinkage=0.01 Tree=712 num_leaves=14 num_cat=3 split_feature=3 25 9 5 3 3 1 5 1 25 24 0 26 split_gain=112863 52265.2 62484.7 42965.2 70400.3 52376.8 108014 85312.2 36260.2 27069.6 55595.6 27586.3 3500.14 threshold=1048.2900000000002 0 1037.4750000000001 254.97775000000004 232.66575000000003 8.3632500000000025 89.512000000000015 483.07500000000005 1066.3056000000001 1 2 8.0285000000000029 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 9 1 2 2 left_child=1 12 3 8 5 6 -5 -7 9 10 -3 -11 -1 right_child=-2 2 -4 4 -6 7 -8 -9 -10 11 -12 -13 -14 leaf_value=0.13759843396919746 -0.57565762575934909 0.087720284407375435 0.53323453892361039 -0.067662240956389938 -0.58444925946848736 -0.083437401331388036 -0.79226405750621454 0.68446359406346857 0.32240334865025111 -0.00044252549717606045 -0.16877731061540543 0.018373003146946811 0.23000084043985389 leaf_weight=81 34 121 22 317 28 39 22 23 35 125058 246 8310 83 leaf_count=81 34 121 22 317 28 39 22 23 35 125058 246 8310 83 internal_value=0 0.000566423 0.000341823 0.000254488 -0.0996613 -0.0658108 -0.114687 0.201429 0.000574918 0.000490692 -0.0841264 0.000729793 0.173767 internal_weight=0 134385 134221 134199 429 401 339 62 133770 133735 367 133368 164 internal_count=134419 134385 134221 134199 429 401 339 62 133770 133735 367 133368 164 cat_boundaries=0 5 11 12 cat_threshold=0 0 4 0 8192 0 2097152 262144 687865856 0 128 2115 is_linear=0 shrinkage=0.01 Tree=713 num_leaves=14 num_cat=3 split_feature=3 25 9 5 3 3 1 5 1 24 0 25 26 split_gain=110617 51225.2 61241.2 42110.1 68999.3 51334.5 105865 83614.5 35538.7 26779.5 73478.5 36276.1 3430.49 threshold=1048.2900000000002 0 1037.4750000000001 254.97775000000004 232.66575000000003 8.3632500000000025 89.512000000000015 483.07500000000005 1066.3056000000001 1 478.01250000000005 2 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 1 2 9 2 left_child=1 12 3 8 5 6 -5 -7 9 10 -3 -11 -1 right_child=-2 2 -4 4 -6 7 -8 -9 -10 11 -12 -13 -14 leaf_value=0.13622243420209412 -0.56990103441126205 -0.013167732671240081 0.5279022020643408 -0.066985618310865927 -0.57860477184078529 -0.08260302054576385 -0.78434141159057624 0.67761897211489475 0.31917928831917897 0.018240586748826459 -0.56708196570475899 3.1739825049364395e-05 0.2277008223246379 leaf_weight=81 34 11122 22 317 28 39 22 23 35 12134 24 110455 83 leaf_count=81 34 11122 22 317 28 39 22 23 35 12134 24 110455 83 internal_value=0 0.000560699 0.000338344 0.000251883 -0.0986647 -0.0651527 -0.11354 0.199415 0.000569108 0.000485724 -0.0143476 0.00183541 0.17203 internal_weight=0 134385 134221 134199 429 401 339 62 133770 133735 11146 122589 164 internal_count=134419 134385 134221 134199 429 401 339 62 133770 133735 11146 122589 164 cat_boundaries=0 5 6 12 cat_threshold=0 0 4 0 8192 128 34652160 604372995 2320 13471904 167909954 8224 is_linear=0 shrinkage=0.01 Tree=714 num_leaves=17 num_cat=6 split_feature=3 25 25 11 24 25 11 4 0 7 0 26 24 24 26 11 split_gain=108416 50205.8 28099.7 66591 65622 39275.8 31531.8 35313.1 30170.8 117775 88865.3 20518.1 8139.28 3841.71 3362.23 11.9946 threshold=1048.2900000000002 0 1 121.06000000000002 2 3 650.90000000000009 1048.2900000000002 243.58000000000001 43.669000000000011 224.14500000000001 2022.5000000000002 4 5 2022.5000000000002 756.4475000000001 decision_type=2 9 9 2 1 9 2 2 2 2 2 2 1 1 2 2 left_child=1 14 3 4 11 12 7 8 10 -10 -4 -3 -6 -7 -1 -8 right_child=-2 2 6 -5 5 13 15 -9 9 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.134860208718865 -0.56420200684491328 0.011966266314188638 0.00088042039792465181 0.52235748076438904 -0.23616569579064428 0.015473976684244056 -0.24245681319208373 0.34977507447374279 -0.02925389438697594 -0.55691219339876075 0.31348459332035139 0.22609692375311694 -0.12127074935056785 -0.046121068235389001 0.22542383716767092 -0.23289715058462959 leaf_weight=81 34 90 132343 20 133 142 21 29 526 46 91 89 323 333 83 35 leaf_count=81 34 90 132343 20 133 142 21 29 526 46 91 89 323 333 83 35 internal_value=0 0.000555105 0.000334974 -0.0491014 -0.0598403 -0.0931162 0.000758368 0.000858289 0.000782213 -0.071688 0.00109522 0.112167 -0.159131 -0.027768 0.17031 -0.236482 internal_weight=0 134385 134221 1130 1110 931 133091 133035 133006 572 132434 179 456 475 164 56 internal_count=134419 134385 134221 1130 1110 931 133091 133035 133006 572 132434 179 456 475 164 56 cat_boundaries=0 5 11 12 16 17 18 cat_threshold=0 0 4 0 8192 2147483904 2098176 266240 687865856 0 128 68 0 0 4096 150994944 1057 176 is_linear=0 shrinkage=0.01 Tree=715 num_leaves=16 num_cat=0 split_feature=18 7 2 6 5 2 9 2 6 7 0 6 7 6 6 split_gain=43977.9 47744.7 39405.9 47651.2 276255 50839.6 50884.9 430360 53006.2 47608.2 28678.5 13590.8 8354.87 796.694 369.386 threshold=520.79087500000014 783.48000000000013 1048.2900000000002 545.08500000000015 80.262500000000017 397.42490000000004 370.88500000000005 10.873500000000002 442.89500000000004 78.120000000000019 87.065000000000012 783.48000000000013 1042.2668000000001 650.90000000000009 1043.5418000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 11 6 8 -8 -1 10 -7 13 -3 -5 -13 right_child=-2 12 -4 4 -6 9 7 -9 -10 -11 -12 14 -14 -15 -16 leaf_value=0.00031486054819434916 -0.31589706191962419 -0.41097120581002072 0.31824665949894831 -0.21533112926916645 1.1344195516586304 -0.15429644312472701 -0.005571420596370215 1.5514058482944968 -0.29453250283344845 0.27970198755678921 -0.51049746440007138 0.044729934839101933 -0.16410274741741326 -0.13201910018300017 0.10111871231169929 leaf_weight=133748 44 29 39 22 25 173 158 20 61 23 26 26 26 24 21 leaf_count=133748 44 29 39 22 25 173 158 20 61 23 26 26 26 24 21 internal_value=0 0.00030299 0.000423568 0.000331292 0.201197 0.000154686 0.000405213 0.16937 0.000180447 -0.15105 -0.200835 -0.0496696 -0.29427 -0.171864 0.0699249 internal_weight=0 134421 134366 134327 118 134209 133987 178 133809 222 199 93 55 46 47 internal_count=134465 134421 134366 134327 118 134209 133987 178 133809 222 199 93 55 46 47 is_linear=0 shrinkage=0.01 Tree=716 num_leaves=20 num_cat=0 split_feature=18 9 3 3 2 6 2 3 22 26 9 23 18 0 1 9 26 3 9 split_gain=43102.7 41698.6 862551 57026.2 109823 102341 72169.6 28661.4 27103.1 25318.2 51647.1 24413.8 33000.6 22286.8 19347.6 10734.3 7295.29 2373.6 1601.96 threshold=520.79087500000014 370.88500000000005 232.66575000000003 442.27000000000004 70.594335000000015 3.5892105000000005 1048.2900000000002 782.62500000000011 459.70000000000005 2022.5000000000002 1037.4750000000001 4.432500000000001 5.0100000000000007 782.62500000000011 5.6142500000000011 678.37500000000011 2022.5000000000002 650.90000000000009 496.59492500000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 6 5 7 8 17 11 -3 15 13 -13 -1 -6 18 -9 -5 -11 right_child=-2 2 -4 4 14 -7 -8 16 -10 10 -12 12 -14 -15 -16 -17 -18 -19 -20 leaf_value=-9.112605576479615e-05 -0.31273809888146142 0.21719300367832184 2.1139644107818603 0.0019395649051054931 -0.41034822532967213 0.633589929819107 0.45438782010759626 -0.45302932648431687 0.36833410453796389 -0.079885973362252116 -0.59969663614034652 0.066980757811130623 0.49350926828384406 0.16284637888272602 -0.8092839246988297 0.09580388333116259 -0.21849964804119534 -0.11567064637487585 -0.16654155099764467 leaf_weight=133643 44 25 20 78 31 20 35 21 20 64 20 195 20 84 20 35 36 22 32 leaf_count=133643 44 25 20 78 31 20 35 21 20 64 20 195 20 84 20 35 36 22 32 internal_value=0 0.00029996 0.146052 8.71274e-05 -0.157929 -0.0401202 0.000355996 -0.125943 0.000237372 -0.0775739 -0.126376 0.000182409 0.106658 1.12224e-05 -0.566794 -0.0541137 -0.304905 -0.0239347 -0.108771 internal_weight=0 134421 196 134225 228 177 133997 157 133962 176 151 133942 215 133727 51 131 57 100 96 internal_count=134465 134421 196 134225 228 177 133997 157 133962 176 151 133942 215 133727 51 131 57 100 96 is_linear=0 shrinkage=0.01 Tree=717 num_leaves=17 num_cat=0 split_feature=18 9 5 4 1 2 5 5 1 2 8 4 5 9 9 1 split_gain=42245 40868.8 334755 92679.4 46964.2 66052.5 42172.9 43665.9 59425.4 35784.4 24253.6 16140.7 17083.5 11779.2 3094.14 843.295 threshold=520.79087500000014 370.88500000000005 120.63500000000002 1.1950000000000003 789.60480000000007 1048.2900000000002 545.08500000000015 316.16700000000009 5.1060000000000008 397.42490000000004 71.084000000000017 78.331000000000003 650.90000000000009 454.75000000000006 678.37500000000011 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 10 5 6 7 9 -9 -1 13 12 -8 -3 -15 -6 right_child=-2 2 -4 -5 15 -7 11 8 -10 -11 -12 -13 -14 14 -16 -17 leaf_value=0.00035936073306304438 -0.30961071339520541 -0.19172558354104269 1.3068401163274592 0.62059097312745592 -0.22035875311919623 0.42268448958525789 0.33858769915722037 -0.063601385238461011 -0.50459561900088656 -0.13028119566327051 -0.37275180425643922 0.39921025213268069 0.044183090565955804 0.080455620787581617 -0.034394023670090569 -0.28791083856062455 leaf_weight=133582 44 34 22 21 42 37 27 156 38 210 25 27 73 49 45 33 leaf_count=133582 44 34 22 21 42 37 27 156 38 210 25 27 73 49 45 33 internal_value=0 0.000296961 0.144592 -0.00235897 8.62562e-05 0.000226119 0.000109568 -6.30766e-05 -0.149982 0.000154307 -0.0878619 0.182251 0.123672 -0.0322193 0.0254744 -0.250082 internal_weight=0 134421 196 174 134225 134150 134113 133986 194 133792 153 127 100 128 94 75 internal_count=134465 134421 196 174 134225 134150 134113 133986 194 133792 153 127 100 128 94 75 is_linear=0 shrinkage=0.01 Tree=718 num_leaves=17 num_cat=0 split_feature=18 9 5 4 1 2 5 5 1 2 8 4 26 26 9 9 split_gain=41404.3 40055.6 328094 90835.1 46029.6 64738.1 41333.7 42796.9 58242.9 35072.2 23770.9 15819.5 17395.8 12645.8 11544.8 3032.57 threshold=520.79087500000014 370.88500000000005 120.63500000000002 1.1950000000000003 789.60480000000007 1048.2900000000002 545.08500000000015 316.16700000000009 5.1060000000000008 397.42490000000004 71.084000000000017 78.331000000000003 2022.5000000000002 2022.5000000000002 454.75000000000006 678.37500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 10 5 6 7 9 -9 -1 14 12 -8 -6 -3 -16 right_child=-2 2 -4 -5 13 -7 11 8 -10 -11 -12 -13 -14 -15 15 -17 leaf_value=0.00035576714195469024 -0.30651460482315585 -0.18980832543443232 1.2937716887213966 0.61438507477442428 -0.10876508222307479 0.41845758103035591 -0.046035672583078079 -0.062965370856034458 -0.49954966381976479 -0.12897838468778702 -0.36902428708076479 0.39521814457520293 0.22569218938389132 -0.36904464817047122 0.079651072609181306 -0.034050075888633728 leaf_weight=133582 44 34 22 21 35 37 38 156 38 210 25 27 62 40 49 45 leaf_count=133582 44 34 22 21 35 37 38 156 38 210 25 27 62 40 49 45 internal_value=0 0.000293991 0.143146 -0.00233537 8.53936e-05 0.000223858 0.000108473 -6.24458e-05 -0.148482 0.000152764 -0.0869833 0.180429 0.122436 -0.247581 -0.0318971 0.0252197 internal_weight=0 134421 196 174 134225 134150 134113 133986 194 133792 153 127 100 75 128 94 internal_count=134465 134421 196 174 134225 134150 134113 133986 194 133792 153 127 100 75 128 94 is_linear=0 shrinkage=0.01 Tree=719 num_leaves=15 num_cat=2 split_feature=18 7 3 26 3 2 25 24 0 11 26 7 0 26 split_gain=40580.4 46361.5 43118.2 202009 68827.7 35798.8 38081.1 301154 48781.9 43177.5 8941.52 8243.63 2754.43 2203.26 threshold=520.79087500000014 783.48000000000013 782.62500000000011 2022.5000000000002 1048.2900000000002 1048.2900000000002 0 1 782.62500000000011 756.4475000000001 2022.5000000000002 1042.2668000000001 1083.9006000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 2 left_child=1 2 5 -4 -5 6 7 10 9 -8 -1 -3 -10 -9 right_child=-2 11 3 4 -6 -7 8 13 12 -11 -12 -13 -14 -15 leaf_value=0.45476031341642703 -0.30344946422360158 -0.40590513377354065 -0.43766100998582508 0.19548142889271614 0.92800313127451928 0.30319828742589705 -0.00028590578329219552 -0.16235510033827563 0.19254346584662416 0.34136917939057221 0.63844909535264072 -0.16068563309999612 0.31217272407130192 -0.24377815560382957 leaf_weight=53 44 29 29 23 29 39 133893 65 39 37 53 26 38 68 leaf_count=53 44 29 29 23 29 39 133893 65 39 37 53 26 38 68 internal_value=0 0.000291051 0.000409869 0.231062 0.604003 0.000270741 0.000182737 0.123735 -4.68475e-05 -0.000191519 0.499484 -0.289983 0.251581 -0.18972 internal_weight=0 134421 134366 81 52 134285 134246 239 134007 133930 106 55 77 133 internal_count=134465 134421 134366 81 52 134285 134246 239 134007 133930 106 55 77 133 cat_boundaries=0 6 7 cat_threshold=0 262146 0 65536 139264 32 3220 is_linear=0 shrinkage=0.01 Tree=720 num_leaves=24 num_cat=4 split_feature=25 15 25 5 3 25 3 6 6 9 5 3 3 25 7 17 9 7 26 15 14 15 26 split_gain=65130.4 37622.5 36323.5 79198.3 77624.9 31497.9 158530 112789 93771.3 87319.5 41217.6 38071.8 34159.1 111054 31508.8 8622.51 12316.7 5068.85 3167.86 1463.12 1397.29 562.32 76.8432 threshold=0 154.34850000000003 1 19.110500000000005 145.10250000000005 2 782.62500000000011 650.90000000000009 442.89500000000004 164.68524000000002 650.90000000000009 650.90000000000009 139.99850000000004 3 650.90000000000009 82.544250000000019 31.197150000000004 4.5285000000000011 2022.5000000000002 242.78875000000002 130.62300000000002 174.97500000000002 2022.5000000000002 decision_type=9 2 9 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=22 5 4 15 17 6 7 8 9 -2 11 12 14 -14 -7 16 20 19 -13 21 -4 -3 -1 right_child=1 2 3 -5 -6 10 -8 -9 -10 -11 -12 18 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.21644379677710596 0.016594771468323635 -0.16454740365346271 -0.080597896260200169 0.47596400516373771 -0.78913584174757656 -0.0016208735882268508 0.66851896363335683 -0.4924185978282582 0.52439135233561196 -0.18426019122180612 0.31978865031898024 -0.18672154092788695 0.33028810327703306 0.0014897482027107281 0.30284481579766553 -0.283124413728714 0.17060525190830231 0.0093543684482574468 -0.35150346858160836 -0.21359534472227096 -0.16822319579124451 -0.091366639818464004 -0.20249157737802578 leaf_weight=77 13392 21 202 28 22 119237 37 44 36 220 40 20 122 474 34 20 20 20 28 38 20 21 81 leaf_count=77 13392 21 202 28 22 119237 37 44 36 220 40 20 122 474 34 20 20 20 28 38 20 21 81 internal_value=0 0.000186242 -0.0952266 -0.0285621 -0.232308 0.000480308 0.0148225 0.0130669 0.0146965 0.0133485 -0.00116232 -0.00126947 -0.00115672 0.0743609 -0.00153408 -0.0835711 -0.0670791 -0.133037 -0.282844 -0.168635 -0.0884921 -0.127957 -0.196833 internal_weight=0 134096 412 290 122 133684 13729 13692 13648 13612 119955 119915 119867 596 119271 262 242 100 48 80 222 42 158 internal_count=134254 134096 412 290 122 133684 13729 13692 13648 13612 119955 119915 119867 596 119271 262 242 100 48 80 222 42 158 cat_boundaries=0 5 10 16 19 cat_threshold=0 2 0 98304 131072 33280 0 0 0 1 34652160 69468160 134348868 407896064 167834179 4284961 0 135200 1024 is_linear=0 shrinkage=0.01 Tree=721 num_leaves=20 num_cat=2 split_feature=25 8 0 11 4 5 8 9 3 3 6 2 5 6 1 9 25 8 26 split_gain=64427.1 33687.5 131800 49694.7 48019.6 43284.6 42578.2 39152.1 795485 184006 153931 74619.9 33634.6 25262.8 12619.7 4691.73 5116.27 2719.71 2363.97 threshold=0 167.67033750000004 133.40270000000001 756.4475000000001 1048.2900000000002 41.939000000000007 338.4500000000001 68.472500000000011 232.66575000000003 1048.2900000000002 261.34101500000003 783.48000000000013 254.97775000000004 11.056500000000002 84.373000000000005 7.0087575000000006 1 319.20468000000005 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=18 3 5 4 7 14 -4 9 10 11 -9 -2 13 -7 15 16 -3 -17 -1 right_child=1 2 6 -5 -6 12 -8 8 -10 -11 -12 -13 -14 -15 -16 17 -18 -19 -20 leaf_value=-0.18243866384597052 0.00016085722702743196 -0.11790561244267377 -0.27156516032783612 0.37729171880653928 0.38184925483934806 0.090435136668384083 -0.78035741929350222 -0.0024031032026193867 1.5210667455196381 -0.77052669155982234 0.88231877112388624 -0.34407852339366124 -0.11919069358280726 0.47918398993355887 0.15709995460510254 -0.21957193821668625 -0.035170697102515011 -0.080367275834083554 -0.26542438981579802 leaf_weight=105 132059 109 38 35 33 32 29 1177 36 31 20 63 28 35 25 32 291 25 51 leaf_count=105 132059 109 38 35 33 32 29 1177 36 31 20 63 28 35 25 32 291 25 51 internal_value=0 0.000184292 -0.0719673 0.000532483 0.000433647 -0.0232186 -0.491789 0.000339284 0.0564285 -0.000184034 0.0123792 -3.28713e-06 0.171874 0.293513 -0.0616704 -0.0736381 -0.0615429 -0.158517 -0.196944 internal_weight=0 134098 644 133454 133419 577 67 133386 1233 132153 1197 132122 95 67 482 457 400 57 156 internal_count=134254 134098 644 133454 133419 577 67 133386 1233 132153 1197 132122 95 67 482 457 400 57 156 cat_boundaries=0 6 11 cat_threshold=0 2 0 65536 131072 2097152 32768 131072 0 0 1 is_linear=0 shrinkage=0.01 Tree=722 num_leaves=20 num_cat=2 split_feature=25 8 0 11 4 5 8 9 3 3 6 2 5 6 1 9 25 8 26 split_gain=62964.2 32753.5 129321 48706 47064.3 42297.5 41730.9 38705.7 779387 180343 150795 73133.6 32965.2 24760.1 12347.2 4620.01 5111.44 2665.59 81.3029 threshold=0 167.67033750000004 133.40270000000001 756.4475000000001 1048.2900000000002 41.939000000000007 338.4500000000001 68.472500000000011 232.66575000000003 1048.2900000000002 261.34101500000003 783.48000000000013 254.97775000000004 11.056500000000002 84.373000000000005 7.0087575000000006 1 319.20468000000005 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=18 3 5 4 7 14 -4 9 10 11 -9 -2 13 -7 15 16 -3 -17 -1 right_child=1 2 6 -5 -6 12 -8 8 -10 -11 -12 -13 -14 -15 -16 17 -18 -19 -20 leaf_value=-0.21313809524882923 0.00015623946510914095 -0.11682563654514923 -0.26884950677030967 0.37351878782681058 0.37803076834389659 0.089530789330601698 -0.77255386130563142 -0.0021798899032334064 1.505856074558364 -0.76282139562791407 0.87349557781219489 -0.34063773881821408 -0.11799879550933838 0.47439214263643537 0.15552895717620849 -0.21737621989101172 -0.034155479038021713 -0.079563605070114132 -0.19878671125129418 leaf_weight=77 132062 109 38 35 33 32 29 1175 36 31 20 63 28 35 25 32 288 25 81 leaf_count=77 132062 109 38 35 33 32 29 1175 36 31 20 63 28 35 25 32 288 25 81 internal_value=0 0.000183438 -0.0711281 0.000525969 0.000428122 -0.0226006 -0.486871 0.000334703 0.056149 -0.000185193 0.0124758 -6.25833e-06 0.170155 0.290578 -0.0608298 -0.0727439 -0.0606564 -0.156932 -0.193532 internal_weight=0 134096 641 133455 133420 574 67 133387 1231 132156 1195 132125 95 67 479 454 397 57 158 internal_count=134254 134096 641 133455 133420 574 67 133387 1231 132156 1195 132125 95 67 479 454 397 57 158 cat_boundaries=0 5 10 cat_threshold=0 2 0 98304 131072 32768 131072 0 0 1 is_linear=0 shrinkage=0.01 Tree=723 num_leaves=17 num_cat=2 split_feature=25 15 2 14 3 6 3 5 2 25 0 3 6 17 12 0 split_gain=62353.1 37148.5 87716.7 72058.4 31246.8 50554.8 105951 79791.2 58124.5 40729.9 51797.2 21498.7 20550.1 15251.2 13985.4 12063.2 threshold=0 154.34850000000003 145.10250000000005 190.07500000000002 782.62500000000011 483.07500000000005 77.170100000000005 78.120000000000019 1048.2900000000002 1 782.62500000000011 1048.2900000000002 1043.5418000000002 105.36125000000003 108.99250000000002 4.4050000000000011 decision_type=9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=-1 4 3 13 5 8 7 12 9 -2 -11 -6 -7 14 15 -3 right_child=1 2 -4 -5 11 6 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 leaf_value=-0.19374806204474115 0.16041256543225463 -0.1099711763913781 -0.63491599942956656 0.46393914384841922 0.40903637947574739 -0.2585385275741176 -0.84337156816607439 0.50317653304338461 0.39686179161071777 0.00012839365479683874 0.28248778460575985 0.05202732601681271 0.092058771281015306 -0.2928077584154466 0.16748734847359034 0.095330994278192527 leaf_weight=156 149 271 28 25 31 82 21 20 37 133222 65 37 21 34 23 32 leaf_count=156 149 271 28 25 31 82 21 20 37 133222 65 37 21 34 23 32 internal_value=0 0.000181294 -0.0945134 -0.0552114 0.000473853 0.000364788 -0.186904 -0.0748243 0.000566827 0.000456939 0.000266072 0.214781 -0.187058 -0.0912635 -0.0702435 -0.0882891 internal_weight=0 134098 413 385 133685 133617 144 123 133473 133436 133287 68 103 360 326 303 internal_count=134254 134098 413 385 133685 133617 144 123 133473 133436 133287 68 103 360 326 303 cat_boundaries=0 6 11 cat_threshold=0 2 0 65536 131072 2097152 0 0 4 0 8192 is_linear=0 shrinkage=0.01 Tree=724 num_leaves=19 num_cat=0 split_feature=8 4 4 15 2 14 1 5 3 1 6 2 8 5 5 26 8 8 split_gain=32010.8 101095 43080.7 31001 80276.3 69527.8 52319.5 45641.8 189372 41022.9 34476.1 36516.4 17515 15917.2 8361.22 4352.18 3655.82 9671.58 threshold=574.83500000000015 8.1130000000000013 1048.2900000000002 154.34850000000003 145.10250000000005 190.07500000000002 99.922600000000003 545.08500000000015 9.3117500000000017 1066.3056000000001 650.90000000000009 1048.2900000000002 30.477300000000003 1066.3056000000001 650.90000000000009 2022.5000000000002 675.58140000000014 808.31735000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 16 3 7 5 6 12 9 13 10 11 -1 -5 14 -9 -12 -2 -18 right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 15 -13 -14 -15 -16 -17 17 -19 leaf_value=2.7955575460652453e-05 -0.11936020652001554 -0.74453499995172023 0.34596554226345488 -0.076446775543593595 -0.62477090267034674 0.45929976625442509 -0.57045931634448821 -0.09382785019667253 0.98967958400646849 0.34738980012781484 -0.093034886601178535 0.3185587901539273 0.1987076735496521 -0.24748132308324178 0.13584081951309654 -0.25641875292573657 0.18263010029792784 -0.071978887722298907 leaf_weight=133435 22 24 36 310 26 25 21 23 24 34 23 36 25 21 51 56 25 37 leaf_count=133435 22 24 36 310 26 25 21 23 24 34 23 36 25 21 51 56 25 37 internal_value=0 -0.17215 8.06447e-05 -1.22033e-05 -0.0871548 -0.0504671 -0.0862653 0.000253064 0.196009 7.86799e-05 -9.7408e-06 0.00011387 -0.0559129 -0.00449754 0.0644573 -0.208851 -0.0086118 0.030686 internal_weight=0 108 134146 134110 407 381 356 133703 119 133584 133550 133471 335 95 74 79 84 62 internal_count=134254 108 134146 134110 407 381 356 133703 119 133584 133550 133471 335 95 74 79 84 62 is_linear=0 shrinkage=0.01 Tree=725 num_leaves=21 num_cat=5 split_feature=3 2 25 11 4 3 26 4 25 4 9 25 24 24 26 26 4 8 2 26 split_gain=76602.3 63883.7 53300.8 69374.5 44546.6 67287.9 52570.5 39422.6 50368.6 45193.5 33132.5 26578.5 38074.3 32516.7 12167 11936.2 10401 8961.3 7566.27 614.175 threshold=1048.2900000000002 1048.2900000000002 0 192.22900000000001 648.37500000000011 81.070525000000018 2022.5000000000002 293.48250000000002 1 274.90450000000004 264.73700000000002 2 3 4 2022.5000000000002 2022.5000000000002 364.99000000000007 31.174500000000002 5.6142500000000011 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 9 2 2 9 1 1 2 2 2 2 2 2 left_child=1 2 3 11 7 6 -6 9 16 10 -4 12 14 15 -1 -13 -9 -15 -10 -14 right_child=-2 -3 4 -5 5 -7 -8 8 18 -11 -12 13 19 17 -16 -17 -18 -19 -20 -21 leaf_value=0.11512518589313214 0.43723323607444764 -0.39038993086133689 0.00053337124207499084 0.52026358819007879 -0.27866882863853659 0.66179898223876943 0.2781153424811918 -0.39247172317504886 -0.026811134447069729 0.36493237579570098 -0.10721556092371475 0.097697679731580944 -0.26395409178025653 -0.093484535652613596 -0.10119877505760927 -0.025057392889453519 -0.20472793603936834 0.12144264364242555 0.14432121609196519 -0.22872251407387331 leaf_weight=52 40 42 132354 20 28 25 43 50 119 34 286 162 101 646 52 155 72 20 33 97 leaf_count=52 40 42 132354 20 28 25 43 50 119 34 286 162 101 646 52 155 72 20 33 97 internal_value=0 -0.000445597 -0.000323693 -0.0636768 0.000302487 0.215638 0.0585385 0.000147019 -0.119679 0.000394485 0.000301042 -0.0732609 -0.154235 -0.0463434 0.0063524 0.0365233 -0.260333 -0.0857428 0.00970417 -0.234834 internal_weight=0 134391 134349 1305 133044 96 71 132948 274 132674 132640 1285 302 983 104 317 122 666 152 198 internal_count=134431 134391 134349 1305 133044 96 71 132948 274 132674 132640 1285 302 983 104 317 122 666 152 198 cat_boundaries=0 6 12 17 18 19 cat_threshold=0 2359296 4096 1350598656 135168 16777344 32768 0 17408 0 1 536870912 0 0 4096 0 131072 658 2148 is_linear=0 shrinkage=0.01 Tree=726 num_leaves=10 num_cat=0 split_feature=3 2 0 18 21 3 9 18 21 split_gain=75077.9 62612.4 54712.7 32413.1 28540.7 33505.8 37493 3381.94 626.778 threshold=1048.2900000000002 1048.2900000000002 1083.9006000000002 678.28640000000007 215.00500000000002 782.62500000000011 264.73700000000002 24.847500000000004 426.97200000000004 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -6 right_child=-2 -3 -4 -5 7 -7 -8 -9 -10 leaf_value=-0.00021250105166574243 0.43286091566085816 -0.38648602803548182 0.38416804287884687 0.3526199419681843 -0.12343807940129881 0.30897402981349403 -0.10892433472247151 -0.30503376830707896 -0.19628078801291332 leaf_weight=133863 40 42 37 26 27 35 318 22 21 leaf_count=133863 40 42 37 26 27 35 318 22 21 internal_value=0 -0.000441141 -0.000320456 -0.000426375 -0.00049473 -0.000389446 -0.000470141 -0.202364 -0.155307 internal_weight=0 134391 134349 134312 134286 134216 134181 70 48 internal_count=134431 134391 134349 134312 134286 134216 134181 70 48 is_linear=0 shrinkage=0.01 Tree=727 num_leaves=21 num_cat=5 split_feature=3 2 25 11 4 3 26 4 25 4 9 25 24 24 26 26 4 8 2 26 split_gain=73583.9 61366.5 52243.9 67952.8 43590.1 65883.8 51495.6 38609.1 49394.3 44310.6 31826.9 26066.5 37301.4 31867.6 11936.7 11691.2 10187.1 8791.3 7410.74 602.683 threshold=1048.2900000000002 1048.2900000000002 0 192.22900000000001 648.37500000000011 81.070525000000018 2022.5000000000002 293.48250000000002 1 274.90450000000004 264.73700000000002 2 3 4 2022.5000000000002 2022.5000000000002 364.99000000000007 31.174500000000002 5.6142500000000011 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 9 2 2 9 1 1 2 2 2 2 2 2 left_child=1 2 3 11 7 6 -6 9 16 10 -4 12 14 15 -1 -13 -9 -15 -10 -14 right_child=-2 -3 4 -5 5 -7 -8 8 18 -11 -12 13 19 17 -16 -17 -18 -19 -20 -21 leaf_value=0.11397605309119591 0.42853231215476989 -0.38262117930821016 0.000528978495677382 0.51488665914535525 -0.2758800240286759 0.6547954067230225 0.27518279917018357 -0.38850140070915223 -0.026451332388805746 0.36135338776251852 -0.10507559658217056 0.096710457993142387 -0.26133227546616355 -0.092539753380805348 -0.10029106520689451 -0.024778017951596169 -0.20269795074231095 0.12033905315399171 0.14291307492689653 -0.22643186942203758 leaf_weight=52 40 42 132354 20 28 25 43 50 119 34 286 162 101 646 52 155 72 20 33 97 leaf_count=52 40 42 132354 20 28 25 43 50 119 34 286 162 101 646 52 155 72 20 33 97 internal_value=0 -0.00043673 -0.000317252 -0.0630392 0.000302689 0.213314 0.0578622 0.0001489 -0.118434 0.000393798 0.000301273 -0.0725247 -0.152714 -0.0458685 0.00624228 0.0361667 -0.257722 -0.0848726 0.00968162 -0.232493 internal_weight=0 134391 134349 1305 133044 96 71 132948 274 132674 132640 1285 302 983 104 317 122 666 152 198 internal_count=134431 134391 134349 1305 133044 96 71 132948 274 132674 132640 1285 302 983 104 317 122 666 152 198 cat_boundaries=0 6 12 17 18 19 cat_threshold=0 2359296 4096 1350598656 135168 16777344 32768 0 17408 0 1 536870912 0 0 4096 0 131072 658 2148 is_linear=0 shrinkage=0.01 Tree=728 num_leaves=17 num_cat=5 split_feature=3 2 25 11 15 3 5 24 9 25 24 24 26 26 8 26 split_gain=72119.5 60145.3 51550.2 66521.4 30935.5 34845.3 29103.5 357625 35147.5 25691.2 36559.1 30621.9 11699.2 11325.5 8547.65 590.689 threshold=1048.2900000000002 1048.2900000000002 0 192.22900000000001 759.84000000000003 782.62500000000011 336.69250000000005 1 168.64500000000001 2 3 4 2022.5000000000002 2022.5000000000002 31.174500000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 2 1 2 9 1 1 2 2 2 2 left_child=1 2 3 9 5 6 8 -8 -4 10 12 13 -1 -11 -13 -12 right_child=-2 -3 4 -5 -6 -7 7 -9 -10 11 15 14 -14 -15 -16 -17 leaf_value=0.1128363011433528 0.42424692201614378 -0.37879496733347573 0.00040696403692192282 0.50973778891563415 -0.33205002170588288 0.33560493930693597 0.54328085573656215 -0.17392463360903082 -0.081968524454591365 0.093245758576826626 -0.25871894883637381 -0.090710239852686766 -0.099288159127418812 -0.025020557289603375 0.11913566994667055 -0.22416755105416802 leaf_weight=52 40 42 132167 20 28 31 102 176 520 165 101 659 52 159 20 97 leaf_count=52 40 42 132167 20 28 31 102 176 520 165 101 659 52 159 20 97 internal_value=0 -0.000432363 -0.000314079 -0.0621451 0.000306444 0.000376438 0.000298282 0.102509 8.41347e-05 -0.0713858 -0.151187 -0.0453979 0.00617985 0.0341535 -0.0833024 -0.230168 internal_weight=0 134391 134349 1325 133024 132996 132965 278 132687 1305 302 1003 104 324 679 198 internal_count=134431 134391 134349 1325 133024 132996 132965 278 132687 1305 302 1003 104 324 679 198 cat_boundaries=0 6 7 12 13 14 cat_threshold=0 2359296 4096 1350598656 4329472 16777344 833 0 0 4096 0 131072 658 2148 is_linear=0 shrinkage=0.01 Tree=729 num_leaves=13 num_cat=2 split_feature=3 2 0 25 11 3 7 0 4 25 7 26 split_gain=70684.3 58948.5 53473.8 50352.3 65197.7 42242 37020.1 209121 42940.1 25180 7445.57 1715.04 threshold=1048.2900000000002 1048.2900000000002 1083.9006000000002 0 192.22900000000001 782.62500000000011 442.89500000000004 34.665000000000006 293.48250000000002 1 177.87500000000003 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 9 2 2 left_child=1 2 3 4 9 6 8 -8 -5 11 -11 -1 right_child=-2 -3 -4 5 -6 -7 7 -9 -10 10 -12 -13 leaf_value=-0.13111434980155595 0.42000451326370242 -0.37500702426547095 0.3797999928448651 0.00022416655893227829 0.50464041161537165 0.36929547648276051 -0.0052516811453934874 0.99220003128051759 -0.11021479838482888 -0.041407693614481426 -0.23170562471662248 -0.17877962542710291 leaf_weight=153 40 42 37 132446 20 31 132 25 353 982 21 149 leaf_count=153 40 42 37 132446 20 31 132 25 353 982 21 149 internal_value=0 -0.000427764 -0.000310664 -0.000415376 -0.0615236 0.00019808 0.000112036 0.153578 -6.93971e-05 -0.0706719 -0.0449439 -0.149675 internal_weight=0 134391 134349 134312 1325 132987 132956 157 132799 1305 1003 302 internal_count=134431 134391 134349 134312 1325 132987 132956 157 132799 1305 1003 302 cat_boundaries=0 6 11 cat_threshold=0 2359296 4096 1350598656 4329472 16777344 0 0 4096 0 131072 is_linear=0 shrinkage=0.01 Tree=730 num_leaves=19 num_cat=2 split_feature=25 24 26 2 10 5 3 3 2 6 0 3 7 4 10 10 3 26 split_gain=49383.6 76770.3 96372.7 35658.5 41541.5 45997.3 274338 58896 44769 113204 73833.6 61881.2 62336.1 22585.4 14064.2 4003.85 3583.48 1278.13 threshold=0 1 2022.5000000000002 1048.2900000000002 638.18750000000011 442.27000000000004 273.10998000000006 9.3117500000000017 440.18000000000006 87.77500000000002 87.065000000000012 782.62500000000011 650.90000000000009 103.55000000000001 747.99000000000012 950.63250000000005 1048.2900000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 8 7 13 11 10 -10 12 -2 -7 -6 -16 -13 -3 right_child=3 17 -4 -5 14 6 -8 -9 9 -11 -12 16 -14 -15 15 -17 -18 -19 leaf_value=-0.20738895540237426 -0.00069102860863906991 -0.27987338457056271 0.41349002704620363 0.30978298290355782 0.43301405220031741 -0.051114868085558818 -1.2338503761518569 0.38723959996782498 -0.16225748931920086 0.5490266609191895 -0.78699636589397093 0.24932475905264578 0.30215785601559808 -0.38647707385088631 0.036352837568237664 0.225425962805748 0.40539450509207592 -0.22861512597869424 leaf_weight=50 133458 93 50 37 25 123 21 29 135 20 22 31 68 24 21 24 28 102 leaf_count=50 133458 93 50 37 25 123 21 29 135 20 22 31 68 24 21 24 28 102 internal_value=0 -0.128006 0.0936823 -0.000616196 -0.000701931 -0.000829195 -0.15352 -0.0246172 -0.000604317 -0.159538 -0.249801 -0.00039373 -0.000536799 -0.105868 0.242843 0.137192 0.323392 -0.240717 internal_weight=0 295 100 134066 134029 133959 197 176 133762 177 157 133585 133526 147 70 45 59 195 internal_count=134361 295 100 134066 134029 133959 197 176 133762 177 157 133585 133526 147 70 45 59 195 cat_boundaries=0 6 7 cat_threshold=1048576 0 262148 536936448 8192 65536 1668 is_linear=0 shrinkage=0.01 Tree=731 num_leaves=15 num_cat=3 split_feature=25 24 26 2 18 11 3 26 25 4 3 11 26 11 split_gain=48400.9 75242.6 94454.9 34948.9 33152.7 37258.3 40206.7 77388.1 29755.2 94539.3 28549.3 2659.56 1252.7 178.643 threshold=0 1 2022.5000000000002 1048.2900000000002 678.28640000000007 549.10000000000002 782.62500000000011 2022.5000000000002 2 648.37500000000011 77.170100000000005 756.4475000000001 2022.5000000000002 650.90000000000009 decision_type=9 1 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 -1 4 5 6 8 -8 9 -2 -10 13 -3 -7 right_child=3 12 -4 -5 -6 11 7 -9 10 -11 -12 -13 -14 -15 leaf_value=-0.20531506996154786 -0.015926598643844402 -0.27707464905836249 0.40935515217781066 0.30668516468357399 0.37093884418408074 -0.24346895679183628 -0.22207975346109141 0.49655962866406106 0.00032879167546931724 0.50445276931353977 0.046458246275074312 -0.14588807061314582 -0.22632897772041025 -0.28208610988557342 leaf_weight=50 13855 93 50 37 24 23 23 43 118612 35 1357 32 102 25 leaf_count=50 13855 93 50 37 24 23 23 43 118612 35 1357 32 102 25 internal_value=0 -0.126726 0.0927455 -0.000610034 -0.000694912 -0.00076147 -0.000632596 0.246125 -0.000754262 -0.0146048 0.000850503 -0.216504 -0.23831 -0.263582 internal_weight=0 295 100 134066 134029 134005 133925 66 133859 13890 119969 80 195 48 internal_count=134361 295 100 134066 134029 134005 133925 66 133859 13890 119969 80 195 48 cat_boundaries=0 6 7 13 cat_threshold=1048576 0 262148 536936448 8192 65536 1668 1141278786 540676 16777216 8912905 1074270343 75502862 is_linear=0 shrinkage=0.01 Tree=732 num_leaves=16 num_cat=3 split_feature=25 24 26 8 0 4 0 3 7 6 25 26 6 8 26 split_gain=47437.7 73745.2 92575.2 36952.1 104734 51106.9 71421.1 47987.2 42411.1 138129 37956.8 27483.8 1809.95 2900.07 1227.77 threshold=0 1 2022.5000000000002 574.83500000000015 60.461000000000006 779.31175000000019 1083.9006000000002 1048.2900000000002 650.90000000000009 61.215000000000011 2 2022.5000000000002 24.588000000000005 808.31735000000015 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 -1 5 12 6 7 8 10 -10 -2 -7 13 -5 -3 right_child=3 14 -4 4 -6 11 -8 -9 9 -11 -12 -13 -14 -15 -16 leaf_value=-0.20326191902160645 0.040553261526574194 -0.27430390078534361 0.40526155786514284 -0.1175979304011609 -0.81919535727727977 0.011118921761711437 -0.45885744936325973 0.38672631442546845 0.50761502091052402 -0.46771382141113277 -0.0013857496890516494 0.43720514063780175 0.050397868812084197 0.013524475664861741 -0.22406569181704053 leaf_weight=50 2184 93 50 37 21 24 34 32 53 20 131569 41 20 31 102 leaf_count=50 2184 93 50 37 21 24 34 32 53 20 131569 41 20 31 102 internal_value=0 -0.125459 0.091818 -0.000603934 -0.184651 -0.000454221 -0.000590314 -0.000473914 -0.0005665 0.240402 -0.000698016 0.279881 -0.0332262 -0.0578215 -0.235927 internal_weight=0 295 100 134066 109 133957 133892 133858 133826 73 133753 65 88 68 195 internal_count=134361 295 100 134066 109 133957 133892 133858 133826 73 133753 65 88 68 195 cat_boundaries=0 6 7 13 cat_threshold=1048576 0 262148 536936448 8192 65536 1668 2147483648 393219 4096 155189376 131648 18882592 is_linear=0 shrinkage=0.01 Tree=733 num_leaves=17 num_cat=0 split_feature=11 11 8 4 4 0 6 9 2 11 4 11 8 26 8 8 split_gain=44030 61852.2 39744.4 100529 52657.5 86407.9 35418.9 311429 45017.2 23231.3 7851.44 2233.56 1374.58 454.791 228.587 52.7648 threshold=549.10000000000002 493.04250000000008 574.83500000000015 8.1130000000000013 648.37500000000011 1083.9006000000002 442.89500000000004 48.206500000000005 1048.2900000000002 944.45425000000012 1048.2900000000002 650.90000000000009 808.31735000000015 2022.5000000000002 675.58140000000014 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 12 5 6 8 -8 -1 11 13 -2 14 -6 -4 -14 right_child=9 -3 3 -5 10 -7 7 -9 -10 -11 -12 -13 15 -15 -16 -17 leaf_value=-0.00097551182035277126 -0.24089199693306632 0.52945461576635189 -0.035176348763963451 -0.83168210847675794 0.19332398822813324 -0.4714654501890525 -0.022024697114050001 1.2260095359968102 0.36294377579408532 0.069633217930793759 0.3566738241369074 -0.36348528543753283 -0.10026913501646208 0.1404148778691888 0.0085066562175750739 -0.07834488309565045 leaf_weight=133795 23 22 23 20 33 39 153 23 34 20 33 42 23 32 25 21 leaf_count=133795 23 22 23 20 33 39 153 23 34 20 33 42 23 32 25 21 internal_value=0 -0.000734513 -0.000821394 -0.18912 -0.000664177 -0.000833586 -0.000696616 0.141071 -0.000883056 -0.228403 0.231053 -0.320106 -0.0494329 0.167276 -0.0124248 -0.0898053 internal_weight=0 134276 134254 112 134142 134044 134005 176 133829 85 98 65 92 65 48 44 internal_count=134361 134276 134254 112 134142 134044 134005 176 133829 85 98 65 92 65 48 44 is_linear=0 shrinkage=0.01 Tree=734 num_leaves=15 num_cat=2 split_feature=25 24 26 8 0 3 2 18 11 7 11 6 8 26 split_gain=46454.8 72218.4 90760 35447.9 102139 48269.6 41150.1 39866.1 32576.7 29268.4 6883.58 1815.86 1904.72 1211.52 threshold=0 1 2022.5000000000002 574.83500000000015 60.461000000000006 1048.2900000000002 1048.2900000000002 678.28640000000007 549.10000000000002 650.90000000000009 756.4475000000001 3.2906500000000003 808.31735000000015 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 11 6 7 8 9 -2 -10 12 -5 -3 right_child=3 13 -4 4 -6 -7 -8 -9 10 -11 -12 -13 -14 -15 leaf_value=-0.20130586414337159 -0.00068784065571794869 -0.27153849844650557 0.40122208175659185 -0.10724308692332772 -0.8074872224671501 0.38196487773548476 0.33750901725557114 0.42502471923828128 -0.2845320613131575 0.20240083210065332 -0.089828305383523294 0.042865690911809605 0.0027270669862627982 -0.2216339111328125 leaf_weight=50 133719 93 50 36 21 33 36 22 46 71 30 24 28 102 leaf_count=50 133719 93 50 36 21 33 36 22 46 71 30 24 28 102 internal_value=0 -0.124144 0.090871 -0.000589198 -0.180852 -0.000442564 -0.000536792 -0.000627686 -0.00069764 -0.000580065 -0.207675 -0.0313138 -0.0591311 -0.233462 internal_weight=0 295 100 134066 109 133957 133924 133888 133866 133790 76 88 64 195 internal_count=134361 295 100 134066 109 133957 133924 133888 133866 133790 76 88 64 195 cat_boundaries=0 6 7 cat_threshold=1048576 0 262148 536936448 8192 65536 1668 is_linear=0 shrinkage=0.01 Tree=735 num_leaves=21 num_cat=1 split_feature=1 24 0 5 14 2 9 5 6 7 6 18 26 5 1 5 1 14 26 14 split_gain=47938.7 237209 162175 151787 29341 65232.9 31635.6 38323.1 26028.4 121540 35222.6 50489.8 16125.2 11538.8 2153.42 1519.69 1220.83 1033.92 357.868 36.9346 threshold=438.37500000000006 0 27.356500000000004 25.538000000000004 449.47000000000008 10.399187500000002 1037.4750000000001 783.48000000000013 483.07500000000005 26.560000000000006 442.89500000000004 678.28640000000007 2022.5000000000002 48.662000000000006 543.20000000000016 1066.3056000000001 789.60480000000007 751.80750000000012 2022.5000000000002 549.10000000000002 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 12 14 6 17 7 8 10 13 11 -1 -2 -10 18 -9 -16 19 -3 -6 right_child=1 3 -4 -5 5 -7 -8 15 9 -11 -12 -13 -14 -15 16 -17 -18 -19 -20 -21 leaf_value=-0.00067171232117155396 0.88997257465269519 -0.4069812030792237 -0.059393459757169087 0.62930992770195004 -0.080513750204333545 -0.68216354960203174 0.36997208968452788 -0.2117856501042843 -0.21359089864894401 0.57689729487895969 0.34778736135055277 -0.44138641650860122 0.5977365988322666 -0.4540016518189357 -0.23731723976135255 -0.31471293867780614 -0.32369229290220475 0.0016220789120115085 -0.34787559214092439 -0.064121564137084142 leaf_weight=133636 41 20 36 20 27 20 23 32 86 20 29 26 35 26 30 26 36 29 21 28 leaf_count=133636 41 20 36 20 27 20 23 32 86 20 29 26 35 26 30 26 36 29 21 28 internal_value=0 0.140754 0.453045 -0.157892 -0.000998492 -0.168899 -0.000868088 -0.000931796 -0.000820413 -0.141174 -0.000681835 -0.00075744 0.75539 -0.269401 -0.319789 -0.257925 -0.284431 -0.0466933 -0.376708 -0.0721686 internal_weight=0 239 112 127 134008 104 133904 133881 133823 132 133691 133662 76 112 107 58 66 84 41 55 internal_count=134247 239 112 127 134008 104 133904 133881 133823 132 133691 133662 76 112 107 58 66 84 41 55 cat_boundaries=0 1 cat_threshold=2108 is_linear=0 shrinkage=0.01 Tree=736 num_leaves=21 num_cat=4 split_feature=25 24 1 24 0 5 26 17 17 14 4 0 14 24 26 1 17 26 1 26 split_gain=52804.4 61067.7 60556.6 250443 169244 149760 30752.5 27741.6 29164 26207.4 56026.8 34130.1 21630 16142.7 4541.21 3110.99 2223.36 1553.17 1246.41 40.012 threshold=0 1 438.37500000000006 2 27.356500000000004 25.538000000000004 2022.5000000000002 765.43425000000013 383.35000000000008 648.37500000000011 1048.2900000000002 539.75000000000011 751.80750000000012 3 2022.5000000000002 543.20000000000016 524.22500000000014 2022.5000000000002 789.60480000000007 2022.5000000000002 decision_type=9 1 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 13 7 4 6 15 -4 8 9 10 11 -2 -11 19 -15 -5 -10 -3 -17 -1 right_child=2 17 3 5 -6 -7 -8 -9 16 12 -12 -13 -14 14 -16 18 -18 -19 -20 -21 leaf_value=0.083097163518269859 -0.000496174877524019 -0.19516771961212157 1.0026023960113526 -0.39711592016993347 -0.040188393320356099 0.62301682293415073 0.59175922516414103 -0.36405653226943246 0.15691354060995169 -0.48187212204933166 0.46358306590181131 -0.14897181550148994 -0.067423858397147235 -0.014106139992222641 -0.13054868285270299 -0.23494406763712566 0.27872844880627051 -0.24522050416021327 -0.32337830080705532 0.094225808552333298 leaf_weight=60 133190 125 38 37 35 20 35 21 29 20 26 155 34 66 68 30 31 123 34 70 leaf_count=60 133190 125 38 37 35 20 35 21 29 20 26 155 34 66 68 30 31 123 34 70 internal_value=0 -0.10112 -0.000346774 0.16213 0.486473 -0.15478 0.805623 -0.000625492 -0.000568317 -0.000667438 -0.000578259 -0.000668763 -0.220923 0.00647197 -0.0681133 -0.324123 0.219851 -0.211465 -0.281925 0.082726 internal_weight=0 512 133735 229 108 121 73 133506 133485 133425 133371 133345 54 264 134 101 60 248 64 130 internal_count=134247 512 133735 229 108 121 73 133506 133485 133425 133371 133345 54 264 134 101 60 248 64 130 cat_boundaries=0 6 7 8 9 cat_threshold=2147745792 0 4096 16777216 0 73728 603 2108 529 is_linear=0 shrinkage=0.01 Tree=737 num_leaves=19 num_cat=1 split_feature=25 1 4 26 17 17 9 9 7 4 1 4 3 0 1 26 1 17 split_gain=51785.4 59351.4 57457.5 68498.2 27189.6 28583.6 37874.2 49025.6 93837.5 54911.9 22521.7 22218.7 13624.8 13184.2 41779.3 7834.93 2233.46 2179.11 threshold=0 438.37500000000006 64.756750000000025 2022.5000000000002 765.43425000000013 383.35000000000008 1037.4750000000001 496.59492500000005 5.6142500000000011 1048.2900000000002 650.90000000000009 60.372500000000009 48.621081000000011 27.356500000000004 650.90000000000009 2022.5000000000002 1066.3056000000001 524.22500000000014 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 4 3 13 5 6 7 9 -9 -2 -5 12 15 14 -3 -1 -12 -7 right_child=1 2 -4 10 -6 17 -8 8 -10 -11 16 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.063219197102082084 -0.00066206651399753399 0.13661905265435942 0.57648788846772292 0.062226547353407914 -0.36041596821376254 0.15534440172129663 0.41422109430486509 -0.060535621712173242 -0.83847145414352409 0.45894725099205974 -0.18191088220168805 0.22463653922080995 -0.3645977547339031 0.086378628540039068 0.61073004322893487 -0.14479207393363558 -0.31927508974075319 0.27594117256902878 leaf_weight=234 133288 41 29 51 21 29 22 69 20 26 29 20 21 25 34 237 20 31 leaf_count=234 133288 41 29 51 21 29 22 69 20 26 29 20 21 25 34 237 20 31 internal_value=0 -0.000343187 0.160509 0.100192 -0.000619118 -0.000562515 -0.000660644 -0.000729064 -0.235353 -0.00057243 -0.0848736 -0.10014 -0.115377 0.285257 0.351549 -0.104265 -0.237978 0.217653 internal_weight=0 133735 229 200 133506 133485 133425 133403 89 133314 100 512 492 100 75 471 49 60 internal_count=134247 133735 229 200 133506 133485 133425 133403 89 133314 100 512 492 100 75 471 49 60 cat_boundaries=0 6 cat_threshold=2147483648 0 4096 16777216 0 73856 is_linear=0 shrinkage=0.01 Tree=738 num_leaves=22 num_cat=4 split_feature=25 24 1 24 0 26 17 17 9 9 7 4 0 24 26 1 1 26 17 26 26 split_gain=50763.3 59913.7 58170.3 245773 165646 29610.8 26648.5 28014.8 37120.4 48050 91970.2 53819.1 25328.5 15820.8 11951.6 14009.8 8264.99 4386.72 2135.75 1479.98 42.5176 threshold=0 1 438.37500000000006 2 27.356500000000004 2022.5000000000002 765.43425000000013 383.35000000000008 1037.4750000000001 496.59492500000005 5.6142500000000011 1048.2900000000002 118.92600000000002 3 2022.5000000000002 650.90000000000009 650.90000000000009 2022.5000000000002 524.22500000000014 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 13 6 4 5 -4 7 8 9 11 -11 -2 14 20 16 -16 -5 -15 -9 -3 -1 right_child=2 19 3 12 -6 -7 -8 18 -10 10 -12 -13 -14 17 15 -17 -18 -19 -20 -21 -22 leaf_value=0.083028234958648681 -0.00065541386520393528 -0.19259845527648928 0.98921388224551554 -0.47458471660614016 -0.040846497195107599 0.58606910433088033 -0.35681180681501118 0.15379096294271535 0.4100788705999201 -0.059930264353752136 -0.83008674240112301 0.45435776914541537 0.15749368453025819 -0.013393414020538331 0.012742043972015379 -0.3044066021075616 -0.20184873020648958 -0.12783822021063637 0.27318175777312248 -0.24145766124250442 0.094500029563903812 leaf_weight=60 133288 125 38 25 35 35 21 29 22 69 20 26 20 66 30 26 20 68 31 123 70 leaf_count=60 133288 125 38 25 35 35 21 29 22 69 20 26 20 66 30 26 20 68 31 123 70 internal_value=0 -0.0991463 -0.000339723 0.158903 0.480279 0.795925 -0.000612895 -0.000556857 -0.000654006 -0.000721741 -0.232999 -0.000566673 -0.15484 0.00737128 -0.232019 -0.134506 -0.353369 -0.0665067 0.215476 -0.208427 0.0828335 internal_weight=0 512 133735 229 108 73 133506 133485 133425 133403 89 133314 121 264 101 56 45 134 60 248 130 internal_count=134247 512 133735 229 108 73 133506 133485 133425 133403 89 133314 121 264 101 56 45 134 60 248 130 cat_boundaries=0 6 7 8 9 cat_threshold=2147745792 0 4096 16777216 0 73728 603 2108 529 is_linear=0 shrinkage=0.01 Tree=739 num_leaves=22 num_cat=4 split_feature=25 24 1 24 0 26 17 17 9 9 7 4 2 0 1 24 26 26 17 26 26 split_gain=49782.4 59514.1 57012.7 240882 162350 29021.6 26118.2 27457.2 36381.7 47093.9 90140 52748.1 25699.4 54972.2 15853.8 11524 12027.6 7955.04 2093.25 223.592 54.053 threshold=0 1 438.37500000000006 2 27.356500000000004 2022.5000000000002 765.43425000000013 383.35000000000008 1037.4750000000001 496.59492500000005 5.6142500000000011 1048.2900000000002 39.505000000000003 25.970500000000005 789.60480000000007 3 2022.5000000000002 2022.5000000000002 524.22500000000014 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 20 6 4 5 -4 7 8 9 11 -11 -2 13 14 17 16 -3 -5 -9 -17 -1 right_child=2 15 3 12 -6 -7 -8 18 -10 10 -12 -13 -14 -15 -16 19 -18 -19 -20 -21 -22 leaf_value=0.082948103348414098 -0.00064874720676384929 0.02190457718188946 0.97932179802342467 -0.26753131432966754 -0.040438027586255754 0.58020842579432896 -0.35324369067237493 0.15225306609581257 0.40597806757146665 -0.059330961773360988 -0.82178586697578426 0.44981420053885535 -0.45894752899805702 0.37363824009895324 -0.43465880632400511 -0.2040069210623193 -0.16700325652956963 -0.020511598140001298 0.27044993431337416 -0.22304330839713415 0.095882814475468231 leaf_weight=60 133288 65 38 22 35 35 21 29 22 69 20 26 24 20 23 127 70 32 31 120 70 leaf_count=60 133288 65 38 22 35 35 21 29 22 69 20 26 24 20 23 127 70 32 31 120 70 internal_value=0 -0.0981836 -0.000336214 0.157314 0.475476 0.787966 -0.000606654 -0.000551177 -0.000647353 -0.000714411 -0.230669 -0.000560894 -0.153292 -0.0934685 -0.214795 -0.160563 -0.070803 -0.121149 0.213321 -0.204957 0.0834906 internal_weight=0 512 133735 229 108 73 133506 133485 133425 133403 89 133314 121 97 77 382 135 54 60 247 130 internal_count=134247 512 133735 229 108 73 133506 133485 133425 133403 89 133314 121 97 77 382 135 54 60 247 130 cat_boundaries=0 6 7 8 9 cat_threshold=2147483648 0 4096 16777216 0 73856 529 2108 2114 is_linear=0 shrinkage=0.01 Tree=740 num_leaves=15 num_cat=4 split_feature=25 7 6 4 0 0 21 0 25 3 25 24 7 0 split_gain=48563.9 43198.5 43102.2 36785.6 154133 90188.3 89090.1 124781 99877.2 69826.6 50169.2 31297.2 15498.6 13224.2 threshold=0 650.90000000000009 77.886150000000001 64.756750000000025 478.01250000000005 782.62500000000011 48.234500000000004 243.58000000000001 1 1048.2900000000002 2 3 1042.2668000000001 1083.9006000000002 decision_type=9 2 2 2 2 2 2 2 9 2 9 1 2 2 left_child=-1 3 12 5 6 9 7 8 -5 10 -2 -12 -3 -7 right_child=1 2 -4 4 -6 13 -8 -9 -10 -11 11 -13 -14 -15 leaf_value=-0.20064145403952638 0.19498579867354784 0.020348449766635898 -0.62041498933519634 0.10805401489827313 0.80803916894472572 -0.21008105208999234 0.68057319130216332 -0.57469428791719324 -0.038492362447250107 0.49013508237641434 0.004949287353690086 -0.0049333157108016681 -0.31513507567700882 -0.47220427537575743 leaf_weight=111 121 40 21 942 26 38 21 34 904 29 54998 76756 21 39 leaf_count=111 121 40 21 942 26 38 21 34 904 29 54998 76756 21 39 internal_value=0 -0.000212599 -0.229666 -7.21066e-05 0.043304 -0.000705424 0.0328447 0.0256095 0.036666 -0.000505697 -0.000613591 -0.000807964 -0.0951459 -0.342845 internal_weight=0 133990 82 133908 1927 131981 1901 1880 1846 131904 131875 131754 61 77 internal_count=134101 133990 82 133908 1927 131981 1901 1880 1846 131904 131875 131754 61 77 cat_boundaries=0 5 11 16 17 cat_threshold=0 2 0 0 576 805340672 1052704 675304512 2147483648 16384 536870912 0 0 0 65536 139264 1138 is_linear=0 shrinkage=0.01 Tree=741 num_leaves=17 num_cat=4 split_feature=25 5 7 5 24 25 5 1 5 1 4 0 24 1 26 7 split_gain=47677.2 42914.3 39126.2 38114.8 139761 313536 315102 108875 61123.5 48664.6 47660.3 89734 35892.2 13116.6 3702.46 164.821 threshold=0 1066.3056000000001 783.48000000000013 172.35100000000003 1 2 366.02500000000003 133.53660000000005 336.69250000000005 133.53660000000005 1048.2900000000002 1083.9006000000002 3 5.6142500000000011 2022.5000000000002 1042.2668000000001 decision_type=9 2 2 2 1 9 2 2 2 2 2 2 1 2 2 2 left_child=14 2 3 10 5 6 -5 -7 9 -6 11 12 -2 -10 -1 -4 right_child=1 -3 15 4 8 7 -8 -9 13 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.15737399719379566 -0.0064984151264861883 -0.36637310866266487 -0.24915745549731785 0.28276016358286143 0.087462595147725489 0.063241447865178713 1.4141756998300554 -0.72161893308162695 -0.16513329704129506 -0.34442396196825753 0.42770009664388803 -0.48009142753405448 0.004035330843552903 -0.42482323045315951 -0.27292470534642538 -0.28378541724490269 leaf_weight=54 55381 32 27 64 260 152 40 20 126 29 26 39 77743 23 57 28 leaf_count=54 55381 32 27 64 260 152 40 20 126 29 26 39 77743 23 57 28 internal_value=0 -0.000210276 -0.000122822 -1.32913e-05 0.0728547 0.24421 0.654945 -0.0264818 -0.0397896 0.0441245 -0.000403922 -0.000487509 -0.000347005 -0.20522 -0.198801 -0.266786 internal_weight=0 133990 133958 133903 714 276 104 172 438 289 133189 133163 133124 149 111 55 internal_count=134101 133990 133958 133903 714 276 104 172 438 289 133189 133163 133124 149 111 55 cat_boundaries=0 5 6 9 10 cat_threshold=0 2 0 0 576 597 32768 0 17408 2697 is_linear=0 shrinkage=0.01 Tree=742 num_leaves=18 num_cat=1 split_feature=7 6 5 4 3 14 2 3 20 2 3 2 11 24 5 23 7 split_gain=45610.7 40356.5 35572 37135.9 85079.1 63451.8 96753.4 101056 53020 51328.1 151039 85192.9 49687.3 27555.1 62774.4 55237.7 15469.2 threshold=650.90000000000009 77.886150000000001 1066.3056000000001 64.756750000000025 1048.2900000000002 293.03820000000002 293.03820000000002 77.170100000000005 51.903750000000009 482.16800000000006 25.511000000000006 1048.2900000000002 250.05000000000004 0 316.16700000000009 13.455000000000002 1042.2668000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=2 16 3 4 9 6 8 -8 12 13 11 -11 -5 15 -15 -1 -2 right_child=1 -3 -4 5 -6 -7 7 -9 -10 10 -12 -13 -14 14 -16 -17 -18 leaf_value=0.0035877264300289758 0.0079999617250954246 -0.61297778447469076 -0.34454592111210025 0.025148937949457238 0.53167972183227541 -0.51686817455291745 0.13479541694416719 1.0306209549903869 0.52515070644291972 -0.16829697954545328 0.59145548473704945 -0.76241364725174454 0.474041839504242 -0.0057314859620725854 0.2070056136413444 0.30970355882483014 -0.32070149143057114 leaf_weight=66022 41 21 30 1803 30 20 34 20 22 109 22 31 25 65651 139 59 22 leaf_count=66022 41 21 30 1803 30 20 34 20 22 109 22 31 25 65651 139 59 22 internal_value=0 -0.233333 -0.000239595 -0.000162504 -0.000797948 0.0434543 0.04934 0.466583 0.037161 -0.000918935 -0.17881 -0.299851 0.0312881 -0.000700401 -0.00528122 0.00386046 -0.106785 internal_weight=0 84 134017 133987 132063 1924 1904 54 1850 132033 162 140 1828 131871 65790 66081 63 internal_count=134101 84 134017 133987 132063 1924 1904 54 1850 132033 162 140 1828 131871 65790 66081 63 cat_boundaries=0 1 cat_threshold=1142 is_linear=0 shrinkage=0.01 Tree=743 num_leaves=17 num_cat=4 split_feature=25 5 7 5 24 25 8 1 5 10 4 0 25 1 26 7 split_gain=46710.6 41292.5 37601.7 36766.6 137092 307407 311706 106851 60431 64257.7 46466.4 87851.9 35133.2 12898.5 3618.29 134.745 threshold=0 1066.3056000000001 783.48000000000013 172.35100000000003 1 2 5.4234850000000003 133.53660000000005 336.69250000000005 8.1030000000000033 1048.2900000000002 1083.9006000000002 3 5.6142500000000011 2022.5000000000002 1042.2668000000001 decision_type=9 2 2 2 1 9 2 2 2 2 2 2 9 2 2 2 left_child=14 2 3 10 5 6 -5 -7 9 -6 11 12 -2 -10 -1 -4 right_child=1 -3 15 4 8 7 -8 -9 13 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.1558403726860329 0.060097445136901594 -0.35938153448980303 -0.24559591743681167 1.0588400213702305 -0.0034402173953024607 0.062137146984276019 -0.14956479827562968 -0.71539244580268857 -0.16473245457051292 0.51769094173724839 0.42231309707348164 -0.47502498431083484 -0.00077492935103402763 -0.422253618447677 -0.27007001233728306 -0.27690547442861968 leaf_weight=54 945 32 27 74 263 152 30 20 126 26 26 39 132179 23 57 28 leaf_count=54 945 32 27 74 263 152 30 20 126 26 26 39 132179 23 57 28 internal_value=0 -0.000204353 -0.000118568 -1.11919e-05 0.0715564 0.241273 0.647958 -0.0267198 -0.0399842 0.0434436 -0.000394852 -0.000477385 -0.000338362 -0.204484 -0.196772 -0.261535 internal_weight=0 133990 133958 133903 714 276 104 172 438 289 133189 133163 133124 149 111 55 internal_count=134101 133990 133958 133903 714 276 104 172 438 289 133189 133163 133124 149 111 55 cat_boundaries=0 5 6 9 15 cat_threshold=0 2 0 0 576 597 32768 0 17408 2148532224 1 0 151060480 33697792 2097184 is_linear=0 shrinkage=0.01 Tree=744 num_leaves=14 num_cat=3 split_feature=25 5 7 5 3 24 1 3 4 0 25 26 7 split_gain=45781.1 40470.8 36853.5 36034.9 633042 163145 130037 110344 45512 92011.3 26008.1 3546.29 132.064 threshold=0 1066.3056000000001 783.48000000000013 172.35100000000003 442.27000000000004 1 166.69750000000002 1048.2900000000002 1048.2900000000002 1083.9006000000002 2 2022.5000000000002 1042.2668000000001 decision_type=9 2 2 2 2 1 2 2 2 2 9 2 2 left_child=11 2 3 7 5 6 -5 8 9 -2 -7 -1 -4 right_child=1 -3 12 4 -6 10 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.15428196677455197 -0.00019546664238722069 -0.35578772496432065 -0.24313997330488982 0.14413104454666006 1.7408118052916095 -0.2356528944036235 0.9018293276786804 -0.6067984396616618 0.41808994403252236 -0.49233789895710195 -0.054074693660721679 -0.26736931225448324 -0.2741364215101515 leaf_weight=54 133095 32 27 241 22 105 25 30 26 38 321 57 28 leaf_count=54 133095 32 27 241 22 105 25 30 26 38 321 57 28 internal_value=0 -0.000202265 -0.000117338 -1.10357e-05 0.0708409 0.0177493 0.207541 -0.000390859 -0.000254238 -0.000335938 -0.103208 -0.194804 -0.25892 internal_weight=0 133990 133958 133903 714 692 266 133189 133159 133133 426 111 55 internal_count=134101 133990 133958 133903 714 692 266 133189 133159 133133 426 111 55 cat_boundaries=0 5 6 12 cat_threshold=0 2 0 0 576 1601 32768 131072 0 0 0 536870912 is_linear=0 shrinkage=0.01 Tree=745 num_leaves=22 num_cat=3 split_feature=1 1 2 0 25 14 2 14 5 5 1 26 24 25 5 1 26 26 14 26 26 split_gain=47644.7 40092.9 141904 41316.4 35967.9 35672.5 65260.5 34512.3 33819.1 44817.1 17149.4 10936.1 5861.98 6238.66 2969.4 2586.51 3133.25 958.358 592.627 494.625 0.00554356 threshold=789.60480000000007 438.37500000000006 185.76000000000002 121.97500000000001 0 449.47000000000008 21.745000000000005 367.37500000000006 783.48000000000013 545.08500000000015 650.90000000000009 2022.5000000000002 1 2 1066.3056000000001 543.20000000000016 2022.5000000000002 2022.5000000000002 648.37500000000011 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 left_child=1 4 3 10 12 7 18 8 9 -6 15 -2 19 20 -10 16 -3 -15 -7 -1 -14 right_child=11 2 -4 -5 5 6 -8 -9 14 -11 -12 -13 13 17 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.0008829350741404407 -0.10367170235689949 -0.069352670669555666 0.94779657840728759 0.46107964813709262 0.00038574918706682482 -0.02822169919808706 -0.68450849828265958 0.32885526329278947 -0.17564119294837671 0.26930805834310673 0.1619115513563156 -0.33808267474174503 -0.041447950910638881 -0.12920519813343331 -0.32395026474087324 -0.026625858942667641 -0.2221182599560968 -0.17086420019643497 -0.083711345007545082 -0.041925641710107979 -0.041591914104965495 leaf_weight=53 34 25 20 20 133488 39 21 32 27 62 32 48 54 108 27 24 29 113 38 55 53 leaf_count=53 34 25 20 20 133488 39 21 32 27 62 32 48 54 108 27 24 29 113 38 55 53 internal_value=0 0.000231901 0.16363 0.0429884 4.92252e-05 0.000348188 -0.190371 0.000488075 0.000409426 0.000510595 -0.0330282 -0.240888 -0.0896042 -0.111551 -0.249796 -0.113003 -0.151393 -0.143991 -0.0556062 -0.019145 -0.0379706 internal_weight=0 134320 150 130 134170 133734 98 133636 133604 133550 110 82 436 328 54 78 54 221 77 108 107 internal_count=134402 134320 150 130 134170 133734 98 133636 133604 133550 110 82 436 328 54 78 54 221 77 108 107 cat_boundaries=0 5 6 8 cat_threshold=0 67108865 0 16777216 134217792 328 0 67108864 is_linear=0 shrinkage=0.01 Tree=746 num_leaves=18 num_cat=3 split_feature=3 25 6 0 18 4 9 1 4 0 25 2 2 9 25 26 26 split_gain=57478.7 37211 33427.8 176293 82473.3 54384.2 43002.3 70849.4 95864.1 64731.3 35746.3 146747 55096.9 7817.5 1350.58 11445.3 1129.55 threshold=1048.2900000000002 0 115.81000000000002 430.17000000000002 678.28640000000007 1048.2900000000002 264.73700000000002 113.87250000000002 4.971000000000001 104.05000000000001 1 1048.2900000000002 440.18000000000006 414.36000000000007 2 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 left_child=1 14 4 6 5 10 7 9 -9 -4 12 -12 -3 -8 16 -16 -1 right_child=-2 2 3 -5 -6 -7 13 8 -10 -11 11 -13 -14 -15 15 -17 -18 leaf_value=-0.093283388896992336 0.40527768380301338 0.021768753748735322 -0.065660585495316545 -0.79871997648669835 -0.61149401014501403 0.43383202544574084 -0.49209544277191164 0.64682016779979068 -0.082959650821155972 0.28238329034102594 -0.00083593085369035249 0.79800754920296046 -0.26392873686902663 -0.21584602617082141 -0.041002533674240116 -0.22592301638230033 -0.054794443238015272 leaf_weight=152 35 9211 855 31 22 29 20 36 36 57 123519 23 68 21 65 69 153 leaf_count=152 35 9211 855 31 22 29 20 36 36 57 123519 23 68 21 65 69 153 internal_value=0 -2.16014e-05 0.000283071 -0.0557575 0.000728475 0.000829859 -0.0332875 -0.020066 0.28193 -0.0439078 0.000735318 -0.000687153 0.0196539 -0.350602 -0.0909053 -0.126763 -0.0716274 internal_weight=0 134367 133928 1056 132872 132850 1025 984 72 912 132821 123542 9279 41 439 134 305 internal_count=134402 134367 133928 1056 132872 132850 1025 984 72 912 132821 123542 9279 41 439 134 305 cat_boundaries=0 5 11 16 cat_threshold=0 67108865 0 16777216 134217792 2152988672 2490370 1107447812 1880359040 143875 23077408 0 67108865 0 0 134217728 is_linear=0 shrinkage=0.01 Tree=747 num_leaves=16 num_cat=0 split_feature=3 1 1 3 18 6 5 4 14 8 15 26 1 2 26 split_gain=56334.8 35120.8 39222.3 154187 37979.3 40870.3 78506.2 54675.7 45707.2 37896.2 26834.9 18794 10727.1 14354 7223.52 threshold=1048.2900000000002 789.60480000000007 438.37500000000006 9.3117500000000017 520.79087500000014 115.81000000000002 161.46750000000003 1048.2900000000002 137.49750000000003 108.20000000000002 571.7600000000001 2022.5000000000002 650.90000000000009 14.594500000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 12 5 7 8 10 -7 -8 -1 -3 13 14 -4 right_child=-2 11 3 -5 -6 6 9 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.00049955169351670217 0.4012249232700893 -0.021764695942401886 -0.036917807074154124 0.80293868017196657 -0.30438666128530734 -0.048884565443650864 -0.22879958772100509 0.43466398674866247 0.34775814477602646 -0.70991139292716976 -0.22043251274488021 -0.33463145778824888 0.1430198115271491 0.17168628120422363 -0.25175336739112592 leaf_weight=132976 35 32 34 30 41 920 64 29 30 22 55 48 37 20 29 leaf_count=132976 35 32 34 30 41 920 64 29 30 22 55 48 37 20 29 internal_value=0 -2.13854e-05 0.0001034 0.161717 -7.7326e-05 1.57169e-05 -0.0625505 0.000502855 -0.036359 -0.351875 0.00040821 -0.209485 0.00141171 -0.0617148 -0.13581 internal_weight=0 134367 134287 150 134137 134096 1036 133060 950 86 133031 80 120 83 63 internal_count=134402 134367 134287 150 134137 134096 1036 133060 950 86 133031 80 120 83 63 is_linear=0 shrinkage=0.01 Tree=748 num_leaves=19 num_cat=5 split_feature=3 25 6 18 7 7 3 2 1 8 25 2 24 3 17 7 24 25 split_gain=55213.8 36457.2 32088.6 80021 72462.7 64847.9 142468 85764.8 100097 62666.7 35760.1 160005 131367 65756 58761.7 43354 6138.65 6644.16 threshold=1048.2900000000002 0 115.81000000000002 678.28640000000007 549.10000000000002 225.07500000000002 5.6142500000000011 155.87100000000004 96.020000000000024 52.077000000000005 1 1048.2900000000002 2 242.64500000000001 347.06250000000006 650.90000000000009 3 4 decision_type=2 9 2 2 2 2 2 2 2 2 9 2 1 2 2 2 1 9 left_child=1 16 3 10 5 7 -7 8 -4 -9 12 15 13 -3 -14 -12 -1 -18 right_child=-2 2 4 -5 -6 6 -8 9 -10 -11 11 -13 14 -15 -16 -17 17 -19 leaf_value=-0.018127690553665161 0.39721261596679691 0.060338191644159454 -0.062895081153882787 -0.60233519489114939 -0.6361743602582387 -0.1273408079147339 0.96226056525111203 -0.16447268628470954 0.3596081343491872 -0.789158353805542 -0.00088844310061785307 0.85211152943697843 -0.020558600643748526 -0.26743538531805239 0.49746716152537951 0.32434471927038055 -0.037206511012578415 -0.14537089616955606 leaf_weight=108 35 4774 857 22 21 30 20 42 60 26 123236 22 4693 62 22 41 108 223 leaf_count=108 35 4774 857 22 21 30 20 42 60 26 123236 22 4693 62 22 41 108 223 internal_value=0 -2.11716e-05 0.000280399 0.00071679 -0.0546262 -0.0428266 0.3085 -0.0606605 -0.0352504 -0.403323 0.000816656 -0.000628045 0.0194474 0.0560201 -0.0181031 -0.000780276 -0.0899796 -0.112205 internal_weight=0 134367 133928 132872 1056 1035 50 985 917 68 132850 123299 9551 4836 4715 123277 439 331 internal_count=134402 134367 133928 132872 1056 1035 50 985 917 68 132850 123299 9551 4836 4715 123277 439 331 cat_boundaries=0 5 11 12 13 15 cat_threshold=0 67108865 0 16777216 134217792 2152988672 539230210 1107447812 1880359040 143875 23077408 1079 328 0 67108864 is_linear=0 shrinkage=0.01 Tree=749 num_leaves=19 num_cat=5 split_feature=3 25 6 18 7 7 3 2 11 4 25 2 24 24 25 26 26 26 split_gain=54115 35767.5 31450 78428.6 71020.6 63557.4 139633 84449.1 63759.5 52260.5 34408.5 140704 102595 6021.14 6514.73 739.661 476.497 0.000805947 threshold=1048.2900000000002 0 115.81000000000002 678.28640000000007 549.10000000000002 225.07500000000002 5.6142500000000011 232.66575000000003 13.016250000000001 1048.2900000000002 1 1048.2900000000002 2 3 4 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 9 2 1 1 9 2 2 2 left_child=1 13 3 9 5 7 -7 8 -4 10 12 -12 -3 16 17 -16 -1 -15 right_child=-2 2 4 -5 -6 6 -8 -9 -10 -11 11 -13 -14 14 15 -17 -18 -19 leaf_value=0.0017725186977746352 0.39324048723493304 0.057940300282337064 -0.067653783860872369 -0.59631184296174478 -0.62981259296337766 -0.12606740442911785 0.95263797503709802 -0.51010864090919494 0.21216967320442201 0.42527208484452345 -0.00082546900857892555 0.78139552033465853 -0.0092850692387878436 -0.040306308919733226 -0.13181076608666586 -0.16824445819645598 -0.04024423685940829 -0.04025166448557152 leaf_weight=53 35 3938 855 22 21 30 20 40 90 29 123519 23 5341 55 109 114 55 53 leaf_count=53 35 3938 855 22 21 30 20 40 90 29 123519 23 5341 55 109 114 55 53 internal_value=0 -2.11092e-05 0.000277595 0.000709622 -0.0540799 -0.0423984 0.305415 -0.0600539 -0.0410039 0.000808489 0.000715812 -0.000679787 0.019277 -0.0891245 -0.111136 -0.14398 -0.0179618 -0.036866 internal_weight=0 134367 133928 132872 1056 1035 50 985 945 132850 132821 123542 9279 439 331 223 108 108 internal_count=134402 134367 133928 132872 1056 1035 50 985 945 132850 132821 123542 9279 439 331 223 108 108 cat_boundaries=0 5 11 12 13 15 cat_threshold=0 67108865 0 16777216 134217792 2152988672 2490370 1107447812 1880359040 143875 23077408 1047 328 0 67108864 is_linear=0 shrinkage=0.01 Tree=750 num_leaves=17 num_cat=3 split_feature=0 6 0 6 6 10 13 8 24 25 25 1 0 0 0 0 split_gain=63243 174563 52847.8 28661.4 49188.3 35317.2 70866.7 36987.5 27778.1 66533 47778.5 22597.9 10137.4 12121.8 8911.67 1712.87 threshold=539.75000000000011 64.01100000000001 430.17000000000002 1043.5418000000002 783.48000000000013 396.4661000000001 8.0855000000000015 101.77500000000002 0 1 2 44.610000000000007 638.18750000000011 1083.9006000000002 478.01250000000005 782.62500000000011 decision_type=2 2 2 2 2 2 2 2 1 9 9 2 2 2 2 2 left_child=2 11 3 4 5 8 7 -7 9 -1 -10 12 -2 15 -4 -14 right_child=1 -3 14 -5 -6 6 -8 -9 10 -11 -12 -13 13 -15 -16 -17 leaf_value=-0.060771467217386695 -0.28231120808919274 -1.0000872674195662 0.15346039837056941 -0.31357983198659173 0.42761139410513416 -0.13152423527885657 -0.688566324710846 0.33243142783641816 0.026977273379134838 -0.0034699671670659093 0.0011758388022396504 0.20182266748868505 -0.044216040723464065 -0.22402390561785016 0.35969567012786868 0.056919458129189228 leaf_weight=2245 30 23 44 29 27 122 21 20 7700 20021 103869 26 34 35 40 33 leaf_count=2245 30 23 44 29 27 122 21 20 7700 20021 103869 26 34 35 40 33 internal_value=0 -0.186131 0.000919409 0.000762287 0.000830304 0.000744309 -0.146363 -0.0661784 0.000923474 -0.00927216 0.0029588 -0.0676442 -0.120721 -0.0731945 0.251668 0.00559697 internal_weight=0 181 134138 134054 134025 133998 163 142 133835 22266 111569 158 132 102 84 67 internal_count=134319 181 134138 134054 134025 133998 163 142 133835 22266 111569 158 132 102 84 67 cat_boundaries=0 1 6 12 cat_threshold=2176 37765120 67242241 33575172 30965888 33559042 2153005056 67240003 413764 1629028480 167907906 18874368 is_linear=0 shrinkage=0.01 Tree=751 num_leaves=13 num_cat=1 split_feature=4 3 9 9 2 3 6 2 0 6 0 24 split_gain=93151.5 47531.7 38748.8 209718 116822 123986 72824.8 61232.1 36940 70621.6 59283.7 36072.5 threshold=1048.2900000000002 1048.2900000000002 164.68524000000002 158.04750000000004 312.70000000000005 232.66575000000003 296.0025 1048.2900000000002 539.75000000000011 4.5285000000000011 430.17000000000002 0 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 left_child=1 2 3 7 5 6 11 8 10 -10 -1 -4 right_child=-2 -3 4 -5 -6 -7 -8 -9 9 -11 -12 -13 leaf_value=0.0010239797799255937 -0.53881038159132 0.35915872986252245 0.027970030247614307 0.86641789223466603 -0.7763748631529187 0.5275860031332289 -0.67811046981811529 -0.40586772325876597 -0.069848662281036381 -0.68902113028935019 0.27857812175503027 -0.1314582405901058 leaf_weight=133289 32 37 247 28 23 35 20 37 150 21 77 323 leaf_count=133289 32 37 247 28 23 35 20 37 150 21 77 323 internal_value=0 0.000789204 0.000690436 0.00106459 -0.0764516 -0.0506944 -0.0849992 0.000883195 0.000995896 -0.145887 0.00118423 -0.0641882 internal_weight=0 134287 134250 133602 648 625 590 133574 133537 171 133366 570 internal_count=134319 134287 134250 133602 648 625 590 133574 133537 171 133366 570 cat_boundaries=0 1 cat_threshold=1480 is_linear=0 shrinkage=0.01 Tree=752 num_leaves=13 num_cat=1 split_feature=4 3 9 9 2 3 6 2 3 3 24 26 split_gain=91297.7 46585.9 37993.5 205545 114492 121526 71371.4 60013.6 36229.6 44781.3 35377.2 1592.63 threshold=1048.2900000000002 1048.2900000000002 164.68524000000002 158.04750000000004 312.70000000000005 232.66575000000003 296.0025 1048.2900000000002 650.90000000000009 483.18750000000006 0 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 left_child=1 2 3 7 5 6 10 8 9 -1 -4 -10 right_child=-2 -3 4 -5 -6 -7 -8 -9 11 -11 -12 -13 leaf_value=0.00096736884024064022 -0.53342227548360821 0.35556716506545605 0.027701215006135666 0.85775370529719763 -0.76861112140443011 0.52231017245565137 -0.67132936716079716 -0.40180903821378139 -0.1876806659852305 0.25578886632470116 -0.13018313520059394 -0.28825155806378461 leaf_weight=133405 32 37 247 28 23 35 20 37 31 69 323 32 leaf_count=133405 32 37 247 28 23 35 20 37 31 69 323 32 internal_value=0 0.000781235 0.000683454 0.00105395 -0.075703 -0.050204 -0.0841667 0.000874363 0.000985937 0.0010991 -0.0635645 -0.238764 internal_weight=0 134287 134250 133602 648 625 590 133574 133537 133474 570 63 internal_count=134319 134287 134250 133602 648 625 590 133574 133537 133474 570 63 cat_boundaries=0 1 cat_threshold=1480 is_linear=0 shrinkage=0.01 Tree=753 num_leaves=17 num_cat=3 split_feature=4 3 10 0 4 4 24 0 3 2 25 1 7 5 2 24 split_gain=89480.9 45658.8 34167.7 70394.7 40775.6 78819.9 27381.7 101279 151164 73316.8 52780.3 82689.7 62092.6 67566.1 44551.3 21837.1 threshold=1048.2900000000002 1048.2900000000002 189.72000000000006 175.33000000000001 242.64500000000001 125.37974000000001 0 539.75000000000011 364.99000000000007 648.37500000000011 1 481.77300000000008 650.90000000000009 336.69250000000005 648.37500000000011 2 decision_type=2 2 2 2 2 2 1 2 2 2 9 2 2 2 2 1 left_child=1 2 6 4 5 15 7 8 9 -1 11 14 13 -12 -8 -4 right_child=-2 -3 3 -5 -6 -7 10 -9 -10 -11 12 -13 -14 -15 -16 -17 leaf_value=-0.0087372788657909279 -0.52808805838227268 0.35201143831820103 0.041443458787492803 -0.50821976645125289 -0.45919287816337923 0.50670519998440378 0.027974234863857937 -0.55450900747495535 0.68950738010867951 -0.61447178792953494 0.00072312817217827215 0.47157003777367729 0.37257251155376436 0.21171209377089614 -0.41284617589867639 -0.11126595781001139 leaf_weight=22185 32 37 138 36 23 26 7168 34 31 20 104058 42 45 152 23 269 leaf_count=22185 32 37 138 36 23 26 7168 34 31 20 104058 42 45 152 23 269 internal_value=0 0.000773346 0.000676543 -0.0825052 -0.0488962 -0.0271022 0.00098251 -0.00913844 -0.00830865 -0.00928286 0.00300475 0.0291081 0.00119113 0.00103088 0.0265643 -0.0612029 internal_weight=0 134287 134250 492 456 433 133758 22270 22236 22205 111488 7233 104255 104210 7191 407 internal_count=134319 134287 134250 492 456 433 133758 22270 22236 22205 111488 7233 104255 104210 7191 407 cat_boundaries=0 1 7 8 cat_threshold=2176 2153005056 67240003 413700 1629028480 167907906 18874368 329 is_linear=0 shrinkage=0.01 Tree=754 num_leaves=19 num_cat=0 split_feature=0 6 0 3 9 9 2 3 0 2 3 1 3 0 0 26 0 0 split_gain=60116.4 168473 50974.3 68901 42660.6 201370 139250 138837 57420 42836.1 32664.4 22129.7 14456.8 10051.1 11777.4 15691.1 13607.5 8822.53 threshold=539.75000000000011 64.01100000000001 430.17000000000002 1048.2900000000002 164.68524000000002 158.04750000000004 171.81400000000002 232.66575000000003 110.69500000000002 1048.2900000000002 650.90000000000009 44.610000000000007 139.99850000000004 638.18750000000011 1083.9006000000002 2022.5000000000002 782.62500000000011 478.01250000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 11 3 4 5 9 7 8 -6 10 -1 13 -8 -2 15 16 -15 -4 right_child=1 -3 17 -5 6 -7 12 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 leaf_value=0.0010269986219852518 -0.27850534311930342 -0.98111485818158028 0.14943511876192958 0.43815685960981582 -0.055049837130745613 0.84896091955048703 -0.45946844474129062 0.63365471907730764 -0.56513593341993251 -0.34896778569902692 -0.22672881262169944 0.20158139668978176 -0.82708126783743496 -0.048275111516316728 -0.21895135280064174 -0.21148468554019928 0.30028659457252138 0.35463629078865055 leaf_weight=133252 30 23 44 36 545 28 23 29 23 35 63 26 20 24 35 22 21 40 leaf_count=133252 30 23 44 36 545 28 23 29 23 35 63 26 20 24 35 22 21 40 internal_value=0 -0.181482 0.000886574 0.000732262 0.000614761 0.00100558 -0.0808339 -0.0412467 -0.0757047 0.000827535 0.000919369 -0.0650797 -0.630451 -0.117604 -0.0702798 0.00738437 0.114387 0.24715 internal_weight=0 181 134138 134054 134018 133378 640 597 568 133350 133315 158 43 132 102 67 45 84 internal_count=134319 181 134138 134054 134018 133378 640 597 568 133350 133315 158 43 132 102 67 45 84 is_linear=0 shrinkage=0.01 Tree=755 num_leaves=23 num_cat=3 split_feature=7 0 5 24 7 7 16 4 0 25 24 11 6 0 5 4 7 11 6 4 7 7 split_gain=44403.3 143682 70498.6 40079.2 36806.7 36568.9 28931.4 28481.6 286304 122159 102634 49194.1 51491.5 80623 53282.5 24277.7 10142.6 5144.64 4047.39 6235.24 787.359 156.162 threshold=276.13500000000005 166.14750000000004 120.63500000000002 0 650.90000000000009 260.88220000000007 785.7867500000001 48.621081000000011 478.01250000000005 1 2 549.10000000000002 442.89500000000004 39.544300000000007 483.07500000000005 212.70000000000005 650.90000000000009 756.4475000000001 54.960000000000008 8.3312500000000025 442.89500000000004 336.95674000000002 decision_type=2 2 2 1 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 20 6 7 11 9 10 -9 12 14 -14 -1 -11 18 -13 19 -5 21 -2 right_child=1 -3 -4 16 -6 -7 -8 8 -10 15 -12 17 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.00036719305681313707 -0.019257921965225883 -0.75040741115808485 0.35654788644690266 -0.14448237369255146 0.34148609347175807 0.3329868563558116 -0.31576236457660278 0.27332243485614321 1.2262063255310058 -0.020680813175738329 0.04530792234584563 -0.17730910881928036 0.090958436420938413 0.76098629270281115 -0.22054711237820712 -0.12834473562284918 -0.32938443779945376 -0.34757257991366913 -0.023480524465441705 -0.33823145419359207 -0.10771973475813866 -0.053201753804177951 leaf_weight=131243 23 32 38 98 32 33 29 256 20 946 819 35 124 21 110 269 44 36 20 20 24 33 leaf_count=131243 23 32 38 98 32 33 29 256 20 946 819 35 124 21 110 269 44 36 20 20 24 33 internal_value=0 -0.110459 -0.0487769 -0.101166 0.0503581 0.000139018 5.69921e-05 0.000125403 0.0349348 0.0245307 0.101626 -0.000485757 -0.000343672 0.187997 -0.00055158 -0.0441541 -0.186908 -0.26364 -0.155025 -0.177321 -0.0597983 -0.0392605 internal_weight=0 364 332 294 112 133941 133908 133879 2310 2290 1075 131569 131498 145 131353 1215 182 71 138 118 80 56 internal_count=134305 364 332 294 112 133941 133908 133879 2310 2290 1075 131569 131498 145 131353 1215 182 71 138 118 80 56 cat_boundaries=0 1 7 8 cat_threshold=1348 545293824 133664 541070400 2147483648 16777217 536870912 321 is_linear=0 shrinkage=0.01 Tree=756 num_leaves=24 num_cat=4 split_feature=7 0 5 24 7 7 2 2 24 2 0 16 25 24 18 7 2 2 0 2 6 7 7 split_gain=43519.8 140823 69095.7 39281.6 36074.2 35841.2 30195.2 36273.2 55370.6 51005.8 29584.4 28380 30084.6 121460 36490.4 9940.76 4737.24 4629.22 4219.88 3800.58 1041.42 771.691 153.054 threshold=276.13500000000005 166.14750000000004 120.63500000000002 0 650.90000000000009 260.88220000000007 1048.2900000000002 397.42490000000004 1 648.37500000000011 11.040900000000002 785.7867500000001 2 3 678.28640000000007 650.90000000000009 26.357500000000005 543.20000000000016 5.6142500000000011 783.48000000000013 39.576500000000003 442.89500000000004 336.95674000000002 decision_type=2 2 2 1 2 2 2 2 1 2 2 2 9 1 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 21 6 7 11 9 18 17 12 13 -1 -14 16 20 -10 -9 -11 -5 22 -2 right_child=1 -3 -4 15 -6 -7 -8 8 10 19 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.32999015005372412 -0.019065340912860374 -0.74290334045886997 0.35298240184783936 -0.14277475005205797 0.33807121891062708 0.32965697588342607 0.28963071690665354 -0.076990751939661359 -0.15208626890182494 0.22366970539093017 -0.64906133842468261 -0.31260474180353098 -0.0001055536036817395 -0.014533012145527857 0.42707080507278444 -0.32609059453010558 -0.29578964269161229 -0.2971819686335187 -0.24837823820114135 0.4141381363868713 -0.063592935860157004 -0.10664253870646158 -0.052669730330958515 leaf_weight=129 23 32 38 98 32 33 36 51 45 22 20 29 133081 392 20 44 20 43 20 20 20 24 33 leaf_count=129 23 32 38 98 32 33 36 51 45 22 20 29 133081 392 20 44 20 43 20 20 20 24 33 internal_value=0 -0.109354 -0.0482891 -0.100154 0.0498545 0.000137866 5.66601e-05 -2.12103e-05 -0.12803 0.0350358 -0.276305 0.000190459 0.000258345 0.0753792 -4.13622e-05 -0.185039 -0.153475 -0.222985 -0.125269 0.314369 -0.129354 -0.0592003 -0.0388679 internal_weight=0 364 332 294 112 133941 133908 133872 221 113 108 133651 133622 521 133101 182 138 88 71 42 118 80 56 internal_count=134305 364 332 294 112 133941 133908 133872 221 113 108 133651 133622 521 133101 182 138 88 71 42 118 80 56 cat_boundaries=0 1 2 7 8 cat_threshold=1348 2169 0 262146 4 151093248 64 352 is_linear=0 shrinkage=0.01 Tree=757 num_leaves=22 num_cat=2 split_feature=7 0 5 24 7 7 16 4 0 25 1 9 6 0 13 0 7 6 4 7 7 split_gain=42654 138021 67720.7 38499.9 35356.3 35127.9 27791.5 27972.1 280804 120053 146551 79551.8 57959.8 75252.3 56295 47312.5 9742.94 3940.43 6083.96 756.334 150.009 threshold=276.13500000000005 166.14750000000004 120.63500000000002 0 650.90000000000009 260.88220000000007 785.7867500000001 48.621081000000011 478.01250000000005 1 233.61825000000005 797.90800000000002 442.89500000000004 39.544300000000007 134.35750000000004 782.62500000000011 650.90000000000009 54.960000000000008 8.3312500000000025 442.89500000000004 336.95674000000002 decision_type=2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 19 6 7 11 9 10 -9 12 15 -14 -11 -1 17 18 -5 20 -2 right_child=1 -3 -4 16 -6 -7 -8 8 -10 14 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.00043289593490043494 -0.018874681514242424 -0.7354743072390556 0.34945258278595775 -0.1415016003044284 0.33469049833714964 0.32636041283607481 -0.30947869413885576 0.091424651566913234 1.2143939514160156 -0.044302209887113406 0.88303517083326977 -0.47050017664829891 0.10570287805891074 0.75341053917294465 0.49021106553077703 -0.25684633953703773 -0.32282969279722734 -0.022145395025610925 -0.33288584464788434 -0.10557611783345541 -0.052143034212517016 leaf_weight=131317 23 32 38 98 32 33 29 915 20 1331 24 36 123 21 20 72 44 20 20 24 33 leaf_count=131317 23 32 38 98 32 33 29 915 20 1331 24 36 123 21 20 72 44 20 20 24 33 internal_value=0 -0.108261 -0.0478062 -0.0991526 0.049356 0.000136723 5.63291e-05 0.000123379 0.03462 0.0243163 0.110481 -0.00048229 -0.000353649 0.20016 -0.036122 -0.000573408 -0.183189 -0.15194 -0.17394 -0.0586083 -0.0384792 internal_weight=0 364 332 294 112 133941 133908 133879 2310 2290 939 131569 131533 144 1351 131389 182 138 118 80 56 internal_count=134305 364 332 294 112 133941 133908 133879 2310 2290 939 131569 131533 144 1351 131389 182 138 118 80 56 cat_boundaries=0 1 6 cat_threshold=1348 545293824 133664 541070400 2147483648 16777216 is_linear=0 shrinkage=0.01 Tree=758 num_leaves=28 num_cat=3 split_feature=7 2 5 24 7 3 7 2 2 24 2 0 24 0 0 4 26 18 0 0 7 2 0 2 7 6 7 split_gain=41805.1 137069 58232 58653.7 72480.9 40360.6 34428.8 29566.9 35658 54286 50066.2 29114.8 27269.2 111627 71557.7 50483.1 37315.5 30910.2 22377.4 16273.1 12835.7 4533.38 4193.94 3721.2 2828.66 211.014 85.9055 threshold=276.13500000000005 77.14060000000002 120.63500000000002 0 650.90000000000009 91.21250000000002 260.88220000000007 1048.2900000000002 397.42490000000004 1 648.37500000000011 11.040900000000002 2 478.01250000000005 539.75000000000011 779.31175000000019 2022.5000000000002 374.62500000000006 539.75000000000011 14.496990000000002 650.90000000000009 543.20000000000016 5.6142500000000011 783.48000000000013 365.96500000000009 40.405000000000008 442.89500000000004 decision_type=2 2 2 1 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 4 24 -3 7 8 12 10 22 21 14 15 17 -14 -16 -1 -15 20 25 -11 -10 -12 -2 -5 -26 right_child=1 5 -4 19 -6 -7 -8 -9 9 11 23 -13 13 18 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 leaf_value=-0.0073410655492996213 0.0083087442902957682 -0.35760040319882908 0.37117983877658844 -0.11748801371925756 0.49167027825818344 -0.95512546062469483 0.32309680232495974 0.28660124434365164 -0.076161175615647267 -0.15066360939873591 0.22153207735581831 -0.64350587463378905 0.0025484232373388731 0.55716805384709278 -0.11246457986831665 -0.38284784298609281 -0.6588383934020996 0.32505337317075045 0.22948125881240483 -0.46724181120097641 -0.32326279464520907 -0.29424950289171797 -0.24702102422714234 0.41000109052658085 -0.099031467593234515 -0.081750213861465457 -0.12667168389667166 leaf_weight=33385 34 26 32 95 34 20 33 36 51 45 22 20 100023 26 25 34 25 28 105 20 38 43 20 20 23 20 22 leaf_count=33385 34 26 32 95 34 20 33 36 51 45 22 20 100023 26 25 34 25 28 105 20 38 43 20 20 23 20 22 internal_value=0 -0.107178 -0.0333731 -0.0786378 0.0970308 -0.617394 0.000135356 5.57658e-05 -2.12902e-05 -0.126939 0.0345454 -0.273752 0.000188577 0.00279912 -0.00762592 0.00241746 -0.385651 -0.00706252 0.294518 -0.188116 -0.163924 -0.220825 -0.124291 0.311279 -0.0605317 -0.111273 -0.112544 internal_weight=0 364 318 286 113 46 133941 133908 133872 221 113 108 133651 100188 33463 100057 50 33413 131 173 153 88 71 42 79 115 45 internal_count=134305 364 318 286 113 46 133941 133908 133872 221 113 108 133651 100188 33463 100057 50 33413 131 173 153 88 71 42 79 115 45 cat_boundaries=0 1 2 3 cat_threshold=1348 2169 2184 is_linear=0 shrinkage=0.01 Tree=759 num_leaves=25 num_cat=5 split_feature=18 3 24 3 3 2 3 2 2 24 0 2 26 25 24 26 26 1 24 0 0 3 2 3 split_gain=30287.1 32437.2 212183 412538 258481 88974.7 40853.9 35593.2 28849.8 137512 174274 41193.7 38442.3 32074 168740 210581 29499.1 24911.2 24228.2 83443.4 62820.2 21208.4 4072.53 37.2081 threshold=678.28640000000007 400.30000000000007 0 782.62500000000011 1048.2900000000002 94.572500000000019 364.99000000000007 39.505000000000003 440.18000000000006 1 77.552000000000007 783.48000000000013 2022.5000000000002 2 3 2022.5000000000002 2022.5000000000002 3.2775000000000007 4 782.62500000000011 539.75000000000011 544.35000000000002 648.37500000000011 483.18750000000006 decision_type=2 2 1 2 2 2 2 2 2 1 2 2 2 9 1 2 2 2 1 2 2 2 2 2 left_child=1 6 3 7 5 17 8 23 13 10 12 22 -10 14 15 -1 -16 21 20 -20 -15 -4 -11 -3 right_child=-2 2 4 -5 -6 -7 -8 -9 9 11 -12 -13 -14 18 16 -17 -18 -19 19 -21 -22 -23 -24 -25 leaf_value=0.0019420155882835389 0.3411177897453308 0.044344358963185344 -0.15951622896535056 1.3970511738459268 -1.2512135611640083 -0.77978654870390895 0.32360355652295625 -0.428552772137134 0.17081132926438983 -0.21713243738368707 0.83881935578805422 -0.69645339473601309 -0.24278165180032904 -0.0070408697236541374 0.049184647210886778 0.81636793802654939 -0.15500993308287564 -0.36677059793472289 0.0020789407241484717 0.41912071476380031 -0.3690682608013352 0.16562969664309887 -0.38125039009820849 0.028325379912195536 leaf_weight=64 26 29 35 24 27 20 39 23 38 54 27 31 55 33335 142 63 141 20 99919 48 48 47 21 29 leaf_count=64 26 29 35 24 27 20 39 23 38 54 27 31 55 33335 142 63 141 20 99919 48 48 47 21 29 internal_value=0 -0.000220014 -0.11312 0.224173 -0.342845 -0.169915 -6.05015e-06 -0.0956703 -0.000100245 -0.112989 0.12143 -0.35622 -0.0737867 9.04911e-05 0.0873412 0.376317 -0.0507583 -0.0503322 -0.000184307 0.00227896 -0.00755915 0.0268479 -0.263085 0.0363349 internal_weight=0 134279 254 105 149 122 134025 81 133986 226 120 106 93 133760 410 127 283 102 133350 99967 33383 82 75 58 internal_count=134305 134279 254 105 149 122 134025 81 133986 226 120 106 93 133760 410 127 283 102 133350 99967 33383 82 75 58 cat_boundaries=0 1 2 6 7 8 cat_threshold=647 2169 0 262146 4 150994944 326 2184 is_linear=0 shrinkage=0.01 Tree=760 num_leaves=16 num_cat=4 split_feature=7 3 2 5 2 25 24 0 25 9 7 6 7 24 3 split_gain=98639 120168 99595.8 39228.9 39121.9 45145.2 387373 69539 43558.4 30583.2 12320.8 12497.1 25606 8042.57 2439.42 threshold=483.07500000000005 782.62500000000011 77.14060000000002 1066.3056000000001 1048.2900000000002 0 1 1083.9006000000002 2 168.64500000000001 1042.2668000000001 27.286500000000004 650.90000000000009 3 1048.2900000000002 decision_type=2 2 2 2 2 9 1 2 9 2 2 2 2 1 2 left_child=1 3 10 4 5 6 8 9 -1 -7 11 12 -2 -8 -3 right_child=2 14 -4 -5 -6 7 13 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.20108212639735296 -0.078850886613130569 0.35047964453697206 -0.8949625944842895 0.38117649420543959 0.32957611348893906 -0.00026923608102233989 -0.10326840951712463 0.47309652697655469 0.54066761352976811 -0.073868809995854129 0.042165651206786815 0.0099051419984210621 -0.43447527152736015 -0.25324123640214241 0.46689423667060004 leaf_weight=120 40 36 21 27 36 132733 127 31 112 567 26 22 41 114 36 leaf_count=120 40 36 21 27 36 132733 127 31 112 567 26 22 41 114 36 internal_value=0 0.000262659 -0.256317 4.2989e-05 -3.38984e-05 -0.00012258 0.0963819 -0.000472129 0.380587 -0.000582297 -0.152351 -0.201453 -0.258858 -0.181473 0.408687 internal_weight=0 133939 150 133867 133840 133804 473 133331 232 133300 129 103 81 241 72 internal_count=134089 133939 150 133867 133840 133804 473 133331 232 133300 129 103 81 241 72 cat_boundaries=0 5 6 10 11 cat_threshold=0 2 4 150994944 139264 1478 0 0 4 134217728 2568 is_linear=0 shrinkage=0.01 Tree=761 num_leaves=24 num_cat=0 split_feature=7 2 9 6 2 0 13 9 1 23 1 6 26 1 1 1 2 26 26 9 7 6 6 split_gain=96676.3 97613.8 48918.6 239980 233700 634266 72126.1 90199 43679.6 41904.7 41696 40517.4 61062.7 36349.3 66618.2 38874 94555.1 28151.2 25168.9 24546.4 16989.8 12244.8 1686.47 threshold=483.07500000000005 77.14060000000002 37.455000000000005 442.89500000000004 174.86250000000004 110.69500000000002 205.70000000000002 797.90800000000002 9.0300000000000029 170.40000000000001 33.260025000000006 483.07500000000005 2022.5000000000002 481.77300000000008 1066.3056000000001 438.37500000000006 1048.2900000000002 2022.5000000000002 2022.5000000000002 180.65300000000005 650.90000000000009 650.90000000000009 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 10 9 4 6 19 7 8 -4 11 17 13 21 15 18 16 -1 -2 -15 -6 -19 -13 -14 right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 -12 12 22 14 -16 -17 -18 20 -20 -21 -22 -23 -24 leaf_value=-0.00017490428324865392 0.19492142393671233 -0.88601297985939753 -0.00081165450428908226 0.98474755110564061 0.19594538522803265 2.107806617856026 0.46047233410179617 -0.49433007894243508 0.13798265180059971 0.44616604804992677 -0.55854081925891697 -0.077878020137548451 -0.38561957909270772 -0.35616482710838321 0.24849946635110037 0.34296900787136769 -0.60328805996821477 0.034148280355665417 -0.090105698900297279 -0.27127877137877726 -0.27504108191969301 0.24858084535709135 -0.2948104116244194 leaf_weight=131441 29 21 1685 27 23 20 36 35 262 21 21 20 43 80 35 33 26 27 64 22 52 27 39 leaf_count=131441 29 21 1685 27 23 20 36 35 262 21 21 20 43 80 35 33 26 27 64 22 52 27 39 internal_value=0 -0.253754 0.00026032 0.0480295 0.0358877 0.626073 0.0168777 0.00882052 0.0178653 -0.000504253 -0.150828 -0.000575418 -0.177714 -0.000401883 -0.142807 -0.000208039 -0.000294181 -0.0715501 -0.237916 -0.0324753 -0.169369 0.109662 -0.34243 internal_weight=0 150 133939 2110 2083 65 2018 1982 1947 131829 129 131808 129 131679 179 131500 131467 108 144 45 79 47 82 internal_count=134089 150 133939 2110 2083 65 2018 1982 1947 131829 129 131808 129 131679 179 131500 131467 108 144 45 79 47 82 is_linear=0 shrinkage=0.01 Tree=762 num_leaves=14 num_cat=0 split_feature=7 3 2 1 2 5 0 4 1 6 7 4 3 split_gain=94752.5 117272 95671.3 40866.3 39048.6 38440.6 34517 46352.2 51146 13231 12098.1 3141.74 2352.78 threshold=483.07500000000005 782.62500000000011 77.14060000000002 33.260025000000006 1048.2900000000002 1066.3056000000001 1083.9006000000002 779.31175000000019 1066.3056000000001 27.286500000000004 650.90000000000009 1048.2900000000002 1048.2900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 9 5 6 7 8 -1 10 -2 -9 -3 right_child=2 12 -4 -5 -6 -7 -8 11 -10 -11 -12 -13 -14 leaf_value=-0.00017976545276206688 0.025633853962927153 0.34656577587127685 -0.87715284052349274 -0.5529554040091379 0.32934192816416419 0.37723689779087355 0.30526663135837867 -0.20747303632880276 0.38214154107230053 0.1544514135803495 -0.21739877049017836 -0.34870894653456552 0.46089419523874919 leaf_weight=133668 33 36 21 21 36 27 37 36 35 21 54 28 36 leaf_count=133668 33 36 21 21 36 27 37 36 35 21 54 28 36 internal_value=0 0.000257717 -0.251216 -0.149319 4.07102e-05 -4.78705e-05 -0.000124002 -0.000208473 -7.96836e-05 -0.0708346 -0.125214 -0.269264 0.40373 internal_weight=0 133939 150 129 133867 133831 133804 133767 133703 108 87 64 72 internal_count=134089 133939 150 129 133867 133831 133804 133767 133703 108 87 64 72 is_linear=0 shrinkage=0.01 Tree=763 num_leaves=17 num_cat=3 split_feature=3 26 23 6 25 24 26 4 25 26 11 5 9 3 26 6 split_gain=46875.9 134956 40458.9 30257.2 32146.7 243904 183880 46142.3 37520.7 37999.7 32511.8 101920 30342.5 29073.9 3714.25 2647.78 threshold=782.62500000000011 2022.5000000000002 190.83300750000001 783.48000000000013 0 1 2022.5000000000002 1048.2900000000002 2 2022.5000000000002 456.57400000000007 33.260025000000006 168.64500000000001 1048.2900000000002 2022.5000000000002 1043.5418000000002 decision_type=2 2 2 2 9 1 2 2 9 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 -1 10 9 -7 12 -12 -6 -3 -10 -5 right_child=1 13 -4 15 7 8 -8 -9 14 -11 11 -13 -14 -15 -16 -17 leaf_value=0.062934282361999036 -0.30718047652925767 0.28183897200084868 0.44957269573211667 -0.28899655695884457 -0.00042062979044396771 0.12557406396933005 0.605621400470576 0.39164022874832155 -0.21875980583305407 -0.1041814769294164 0.021296177676745822 0.77976411182772032 -0.07418515452855666 0.77406134060450971 -0.13256678889496157 -0.1560623654003801 leaf_weight=129 28 21 20 31 132491 142 121 30 101 146 91 22 560 28 99 29 leaf_count=129 28 21 20 31 132491 142 121 30 101 146 91 22 560 28 99 29 internal_value=0 0.24664 -0.000165088 -0.000232217 -0.000131638 0.0652418 0.313072 -0.000498719 -0.0654575 0.00879537 -0.0005871 0.168963 -0.000731098 0.563109 -0.167709 -0.224745 internal_weight=0 77 134012 133992 133932 738 250 133194 488 288 133164 113 133051 49 200 60 internal_count=134089 77 134012 133992 133932 738 250 133194 488 288 133164 113 133051 49 200 60 cat_boundaries=0 6 7 13 cat_threshold=1048576 2 4 151027840 139328 8192 1348 1048576 0 4 134217856 64 8192 is_linear=0 shrinkage=0.01 Tree=764 num_leaves=17 num_cat=2 split_feature=7 3 26 1 3 23 25 24 26 0 1 1 6 26 7 26 split_gain=93112.4 113607 163321 78022.6 55336 39617.1 34936.6 372137 258494 54623.2 44960.9 33129.6 28001.1 43288.2 18863.7 15127.9 threshold=483.07500000000005 782.62500000000011 2022.5000000000002 39.541800000000002 1048.2900000000002 190.83300750000001 0 1 2022.5000000000002 1083.9006000000002 1066.3056000000001 481.77300000000008 48.180700000000009 2022.5000000000002 650.90000000000009 2022.5000000000002 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 5 -3 12 -4 6 7 8 -1 10 11 -8 13 -2 -15 -9 right_child=3 2 4 -5 -6 -7 9 15 -10 -11 -12 -13 -14 14 -16 -17 leaf_value=0.058562356514659353 0.27601588796686244 -0.21749034916913068 0.37423257637023921 -0.72509647505623964 1.0799406616210938 0.44507695484161375 -0.00035640020256072323 -0.11502541571492103 0.72106832048534286 0.41277169406414033 0.36863475416645863 -0.14807451694125409 -0.44590819419672095 0.02669737162590027 -0.31456943071406818 -0.27218455260894336 leaf_weight=123 27 27 20 28 25 20 133149 123 113 32 33 152 24 25 46 122 leaf_count=123 27 27 20 28 25 20 133149 123 113 32 33 152 24 25 46 122 internal_value=0 0.000255741 0.397374 -0.249032 0.766293 4.21521e-05 -2.4347e-05 0.0841736 0.360504 -0.000334303 -0.000433473 -0.00052484 -0.139772 -0.0647993 -0.194405 -0.185704 internal_weight=0 133939 72 150 45 133867 133847 481 236 133366 133334 133301 122 98 71 245 internal_count=134089 133939 72 150 45 133867 133847 481 236 133366 133334 133301 122 98 71 245 cat_boundaries=0 5 6 cat_threshold=0 2 4 150994944 139264 1478 is_linear=0 shrinkage=0.01 Tree=765 num_leaves=17 num_cat=2 split_feature=3 26 13 9 0 12 3 5 4 24 4 0 4 16 0 24 split_gain=47196.6 125095 44015.7 29506.5 55650.3 56711.6 39330.7 38731.2 31003.9 158621 186270 136317 48732.8 92401.2 62876.2 20006.1 threshold=782.62500000000011 2022.5000000000002 673.83140000000014 264.73700000000002 186.50375000000003 32.870000000000012 86.458750000000023 1066.3056000000001 293.48250000000002 0 648.37500000000011 104.05000000000001 72.686250000000015 174.97500000000002 782.62500000000011 1 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 left_child=2 -2 3 7 5 6 15 8 12 10 -10 -11 14 -14 -1 -5 right_child=1 -3 -4 4 -6 -7 -8 -9 9 11 -12 -13 13 -15 -16 -17 leaf_value=0.00033899587949375444 -0.24713764174231168 0.60679915269215901 -0.29954412659820245 0.022515562794826648 -0.59300666037059968 0.33742515318095684 -0.49421070789297428 -0.38546985731101957 0.01136316909790039 -0.13321038795898912 1.0080773344039917 -0.79439373552799231 0.04937272555901559 0.67543366531531024 -0.28186254459091381 -0.1548495084161067 leaf_weight=132181 29 42 49 125 21 32 24 26 75 233 25 36 1330 24 79 121 leaf_count=132181 29 42 49 125 21 32 24 26 75 233 25 36 1330 24 79 121 internal_value=0 0.258008 0.000114403 0.000223709 -0.0952392 -0.0606263 -0.107803 0.000453802 0.000528692 -0.0910082 0.236856 -0.21375 0.000781489 0.0604698 0.000170435 -0.0701044 internal_weight=0 71 134381 134332 323 302 270 134009 133983 369 100 269 133614 1354 132260 246 internal_count=134452 71 134381 134332 323 302 270 134009 133983 369 100 269 133614 1354 132260 246 cat_boundaries=0 1 2 cat_threshold=1282 3777 is_linear=0 shrinkage=0.01 Tree=766 num_leaves=12 num_cat=0 split_feature=3 26 13 7 6 9 7 5 22 4 9 split_gain=46257.4 122606 43139.8 29326.6 70266.1 43820.5 39895.4 31476 26735.3 26246.5 10.7911 threshold=782.62500000000011 2022.5000000000002 673.83140000000014 650.90000000000009 27.286500000000004 678.37500000000011 783.48000000000013 1066.3056000000001 426.40000000000003 293.48250000000002 797.90800000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 6 7 -5 8 9 -1 -7 right_child=1 -3 -4 4 -6 10 -8 -9 -10 -11 -12 leaf_value=0.0004785095344765584 -0.24466627515595535 0.60073121161687948 -0.2965486854801373 -0.35276235008239748 0.6726275699788874 -0.24846026849746705 0.19201516087462264 -0.36187992146859566 0.357077579498291 -0.082747673342102465 -0.25672221228133801 leaf_weight=133756 29 42 49 20 22 25 41 24 21 380 43 leaf_count=133756 29 42 49 20 22 25 41 24 21 380 43 internal_value=0 0.255428 0.000113161 0.000221373 0.188135 0.000105195 0.0133996 0.00023381 0.000298591 0.000242734 -0.253685 internal_weight=0 71 134381 134332 83 134249 61 134181 134157 134136 68 internal_count=134452 71 134381 134332 83 134249 61 134181 134157 134136 68 is_linear=0 shrinkage=0.01 Tree=767 num_leaves=12 num_cat=1 split_feature=3 26 13 7 6 9 7 5 22 25 9 split_gain=45336.9 120166 42281.3 28743 68867.8 42948.5 39101.4 30849.6 26203.3 24327 10.5763 threshold=782.62500000000011 2022.5000000000002 673.83140000000014 650.90000000000009 27.286500000000004 678.37500000000011 783.48000000000013 1066.3056000000001 426.40000000000003 0 797.90800000000002 decision_type=2 2 2 2 2 2 2 2 2 9 2 left_child=2 -2 3 5 6 7 -5 8 9 -1 -7 right_child=1 -3 -4 4 -6 10 -8 -9 -10 -11 -12 leaf_value=0.027420656069586959 -0.24221962649246742 0.59472385633559455 -0.29358319748421108 -0.34923471069335937 0.66590130415829751 -0.24597566275596619 0.19009500486094777 -0.35826111602286498 0.35350681214105512 -0.00042687736289595492 -0.25415499261645386 leaf_weight=3204 29 42 49 20 22 25 41 24 21 130932 43 leaf_count=3204 29 42 49 20 22 25 41 24 21 130932 43 internal_value=0 0.252874 0.000112029 0.00021916 0.186253 0.000104143 0.0132656 0.000231472 0.000295605 0.000240307 -0.251148 internal_weight=0 71 134381 134332 83 134249 61 134181 134157 134136 68 internal_count=134452 71 134381 134332 83 134249 61 134181 134157 134136 68 cat_boundaries=0 6 cat_threshold=2148532224 393235 393220 688390144 134348801 2170913 is_linear=0 shrinkage=0.01 Tree=768 num_leaves=21 num_cat=5 split_feature=3 1 7 25 24 0 0 25 25 3 4 4 0 3 24 7 0 1 7 3 split_gain=44434.6 30913.7 41117.9 28046.5 67225.4 103250 126366 82220.3 48884.1 54445.4 32459.3 41518.9 81284.1 30439 28884.2 27201.2 3544.3 1873.4 916.169 893.379 threshold=782.62500000000011 789.60480000000007 650.90000000000009 0 1 172.45500000000001 255.30450000000005 2 3 199.86000000000004 1048.2900000000002 482.64500000000004 51.002500000000005 650.90000000000009 4 783.48000000000013 77.552000000000007 1066.3056000000001 1042.2668000000001 1048.2900000000002 decision_type=2 2 2 9 1 2 2 9 9 2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 14 -10 11 13 -13 -5 -6 -4 17 -3 -17 -2 right_child=19 16 15 10 8 6 -8 -9 9 -11 -12 12 -14 -15 -16 18 -18 -19 -20 -21 leaf_value=0.22667663716688388 0.21634117023364918 -0.2067508495762013 0.46544670677185063 -0.00046120165659449438 -0.02364596113562584 0.86066584534115265 -0.035059329782213482 0.026709823615063855 -0.0021727236777555202 0.43580788086200584 0.31296187928228669 -0.069312749096413259 -0.76946872472763062 -0.3138516317644427 -0.24793654533668799 0.12055479645729066 -0.30645914131944835 -0.089873920480410249 0.03317778028192974 0.28734909225912658 leaf_weight=236 37 32 30 130829 118 36 28 1309 1333 29 33 97 20 31 125 28 22 24 21 34 leaf_count=236 37 32 30 130829 118 36 28 1309 1333 29 33 97 20 31 125 28 22 24 21 34 internal_value=0 0.000110929 0.000226516 9.22798e-05 0.0292305 0.0747344 0.468786 0.058895 -0.0165671 0.00710072 -0.000624736 -0.000703793 -0.188998 -0.000535442 -0.144261 0.2283 -0.198912 -0.156661 0.0831075 0.250345 internal_weight=0 134381 134303 134224 3214 1609 64 1545 1605 1362 131010 130977 117 130860 243 79 78 56 49 71 internal_count=134452 134381 134303 134224 3214 1609 64 1545 1605 1362 131010 130977 117 130860 243 79 78 56 49 71 cat_boundaries=0 6 7 11 15 16 cat_threshold=2148532224 393235 393220 688390144 134348801 2170913 2890 0 1 4 150994944 0 1 4 150994944 161 is_linear=0 shrinkage=0.01 Tree=769 num_leaves=17 num_cat=0 split_feature=3 26 9 2 14 6 4 5 22 12 7 7 0 23 9 11 split_gain=43550.4 117729 35795.3 111911 79066.9 55967.4 111317 39720.4 30297 35704.8 42583.5 37443.4 35395.9 24402.9 23154.4 10019.9 threshold=782.62500000000011 2022.5000000000002 264.73700000000002 150.48552500000002 80.996025000000017 166.11250000000004 49.808750000000011 1066.3056000000001 426.40000000000003 417.10750000000002 650.90000000000009 783.48000000000013 81.717500000000015 232.65000000000001 797.90800000000002 27.248500000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 7 4 5 6 14 8 9 10 13 -12 15 -1 -4 -11 right_child=1 -3 3 -5 -6 -7 -8 -9 -10 12 11 -13 -14 -15 -16 -17 leaf_value=0.00036544621965191516 -0.24220567900558998 0.58620744682493664 -0.085871821643412116 -0.72096740837450379 0.4571699515410832 -0.61006280875205998 0.61914046157490132 -0.38314874059624149 0.38962414550781249 -0.1464200073480606 0.52097458987400447 0.058141959377310488 -0.54974116992950439 0.34969728660583499 -0.37958737619461552 0.070474989642389116 leaf_weight=133776 29 42 200 27 28 20 22 27 20 89 29 44 20 20 31 28 leaf_count=133776 29 42 200 27 28 20 22 27 20 89 29 44 20 20 31 28 internal_value=0 0.247842 0.000109806 -0.104229 -0.0489069 -0.100812 -0.0605553 0.000365101 0.000442362 0.000384277 0.000549406 0.242007 -0.16097 0.000417665 -0.125288 -0.0945135 internal_weight=0 71 134381 328 301 273 253 134053 134026 134006 133869 73 137 133796 231 117 internal_count=134452 71 134381 328 301 273 253 134053 134026 134006 133869 73 137 133796 231 117 is_linear=0 shrinkage=0.01 Tree=770 num_leaves=25 num_cat=6 split_feature=9 25 6 24 9 2 7 4 4 24 7 7 7 25 4 5 26 25 26 24 5 26 9 9 split_gain=52627.5 39349.7 53113.6 44216.7 44075.9 233582 30271.2 28413.9 31200.6 61222.3 101091 44318.4 67046.1 34263.4 21854 21054.7 17578.2 17046 24917.8 17461.3 3798.95 1335.73 1184.96 8.68747 threshold=797.90800000000002 0 319.87968000000006 1 370.88500000000005 34.591000000000001 16.994000000000003 1048.2900000000002 293.48250000000002 2 3.5892105000000005 650.90000000000009 783.48000000000013 3 543.53000000000009 93.807500000000019 2022.5000000000002 4 2022.5000000000002 5 254.97775000000004 2022.5000000000002 496.59492500000005 1037.4750000000001 decision_type=2 9 2 1 2 2 2 2 2 1 2 2 2 9 2 2 2 9 2 1 2 2 2 2 left_child=1 2 3 21 7 6 16 8 11 10 -10 13 -13 -3 -11 17 -6 18 -5 -19 -17 -1 -18 -2 right_child=23 4 -4 15 5 -7 -8 -9 9 14 -12 12 -14 -15 -16 20 22 19 -20 -21 -22 -23 -24 -25 leaf_value=0.12599336511081027 -0.34217967162529628 0.17115742908948559 0.40751955509185794 -0.034266191092404454 0.35259765926003456 1.1506159755161831 -0.30184561662673953 0.31931323536804745 0.26776415247292745 -0.1344592478105 -0.44579048780294567 0.71102003812789916 0.032288618358068691 0.00067881251736438668 -0.3563410477913343 -0.2973155385569522 0.053992381788963498 -0.0054346851798613037 -0.33262942171933363 -0.070443140547298513 -0.15291555452346803 0.073238619854575707 -0.025672744322906841 -0.33347988368435338 leaf_weight=97 24 108 26 55 20 21 25 28 84 140 26 22 43 131612 65 38 43 663 57 1132 35 95 33 22 leaf_count=97 24 108 26 55 20 21 25 28 84 140 26 22 43 131612 65 38 43 663 57 1132 35 95 33 22 internal_value=0 0.000280733 -0.0415868 -0.0471543 0.000979538 0.177065 0.00810153 0.00079037 0.000722856 -0.098682 0.090847 0.000960459 0.262013 0.000831637 -0.195286 -0.0611046 0.0888169 -0.0550331 -0.170857 -0.0465948 -0.228083 0.0949457 0.0194009 -0.338019 internal_weight=0 134468 2198 2172 132270 142 121 132128 132100 315 110 131785 65 131720 205 1980 96 1907 112 1795 73 192 76 46 internal_count=134514 134468 2198 2172 132270 142 121 132128 132100 315 110 131785 65 131720 205 1980 96 1907 112 1795 73 192 76 46 cat_boundaries=0 6 7 8 13 18 19 cat_threshold=1310720 2229248 4100 4718848 4160 4202528 1024 774 0 0 0 65536 8192 1048576 0 4 0 64 533 is_linear=0 shrinkage=0.01 Tree=771 num_leaves=27 num_cat=5 split_feature=9 25 6 24 9 2 0 4 0 5 25 6 26 1 2 8 25 26 24 0 26 9 26 1 26 9 split_gain=51580.2 38573.2 52057.4 43338.9 43198.7 228934 38440.4 48546.3 91636.8 50103.8 33801.8 38069.3 34078.4 24332.6 23897.3 21415.4 17719 25071 15757.9 9762.91 7186.62 5830.76 4037.02 3662.75 3348.95 8.51455 threshold=797.90800000000002 0 319.87968000000006 1 370.88500000000005 34.591000000000001 782.62500000000011 293.48250000000002 53.343499999999999 144.79006000000001 2 783.48000000000013 2022.5000000000002 37.260750000000009 4.5200000000000005 27.234500000000004 3 2022.5000000000002 4 24.245000000000005 2022.5000000000002 496.59492500000005 2022.5000000000002 481.77300000000008 2022.5000000000002 1037.4750000000001 decision_type=2 9 2 1 2 2 2 2 2 2 9 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 left_child=1 2 3 19 6 15 7 10 9 -9 12 -12 -3 16 -10 21 17 -5 -18 22 -8 -6 -1 24 -15 -2 right_child=25 4 -4 13 5 -7 20 8 14 -11 11 -13 -14 23 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.17109452094154798 -0.33875786136835812 0.014710925617920501 0.40344434628119835 -0.034238202060971938 0.019705581208492848 1.1391098403930664 0.11513718684514364 -0.016798951996137221 -0.81297652053833003 -0.4612851178646088 0.00089972185406501958 -0.30386405863412996 0.37022438984650835 -0.16458859734418915 -0.32412828969955443 0.26871750254631044 -0.015966491572039783 -0.33215402578052727 -0.076550092076137666 -0.11022459840774536 0.30565245866775514 -0.13619628505439174 0.074194160573622756 -0.082119706630706779 -0.28651508121490482 -0.33014509309421891 leaf_weight=87 24 56 26 56 47 21 36 269 20 28 131562 41 52 41 20 25 966 57 790 20 44 49 85 20 50 22 leaf_count=87 24 56 26 56 47 21 36 269 20 28 131562 41 52 41 20 25 966 57 790 20 44 49 85 20 50 22 internal_value=0 0.000277997 -0.0411744 -0.0466862 0.000969872 0.175294 0.000782596 0.000649834 -0.11922 -0.0587034 0.000956536 0.000804714 0.170131 -0.0604974 -0.568552 0.00802051 -0.0522598 -0.169513 -0.0435013 0.0939962 0.219921 -0.0598693 0.123208 -0.204651 -0.231581 -0.334639 internal_weight=0 134468 2198 2172 132270 142 132128 132048 337 297 131711 131603 108 1980 40 121 1869 113 1756 192 80 96 172 111 91 46 internal_count=134514 134468 2198 2172 132270 142 132128 132048 337 297 131711 131603 108 1980 40 121 1869 113 1756 192 80 96 172 111 91 46 cat_boundaries=0 6 7 12 17 18 cat_threshold=1310720 2229248 4100 4718848 4160 4202528 1024 0 0 0 65536 8192 1048576 0 4 0 64 853 is_linear=0 shrinkage=0.01 Tree=772 num_leaves=27 num_cat=7 split_feature=9 25 3 6 24 9 3 3 2 24 3 3 25 4 1 25 1 24 25 26 1 9 9 9 26 9 split_gain=50553.7 37813.2 53269.1 49940.6 43970 42339.1 255328 50788 97309.4 99692.6 254271 163753 37179 44807.4 38935 26075.7 16620.8 15856.3 12753.5 8205.1 5811.9 4282.99 8344.65 1800.1 28.967 8.3451 threshold=797.90800000000002 0 483.18750000000006 319.87968000000006 1 370.88500000000005 134.02375000000004 232.66575000000003 397.42490000000004 2 1048.2900000000002 483.18750000000006 3 1048.2900000000002 40.336500000000008 4 46.726464000000014 5 6 2022.5000000000002 398.24814000000003 571.7600000000001 414.36000000000007 496.59492500000005 2022.5000000000002 1037.4750000000001 decision_type=2 9 2 2 1 2 2 2 2 1 2 2 9 2 2 9 2 1 9 2 2 2 2 2 2 2 left_child=1 2 3 4 15 7 21 12 9 11 -11 -9 19 14 -14 24 18 -17 -6 -3 -18 22 -7 -24 -1 -2 right_child=25 5 -4 -5 16 6 -8 8 -10 10 -12 -13 13 -15 -16 17 20 -19 -20 -21 -22 -23 23 -25 -26 -27 leaf_value=0.13513029407052432 -0.33537029402951396 0.11253011942841112 -0.55468542781472208 0.39940990686416628 -0.0075938269205017899 0.11742673127547555 1.1914024380275181 -0.046988554832339283 -0.75030508734963164 -0.08875194954834166 -1.1566651050249737 0.73168193177596952 9.8095247259396838e-05 0.42431218528747561 0.037087968805580823 0.033202647859767336 -0.24176027418861928 -0.1035644254827858 -0.076289379243533337 0.28785949103972491 -0.05238901319957915 0.083156868020693456 -0.062976945406860774 -0.17623231368544309 0.12745626900698009 -0.32684365719556807 leaf_weight=102 24 56 20 26 369 23 21 100 22 314 24 37 128589 25 2910 226 71 123 1145 51 21 39 36 23 95 22 leaf_count=102 24 56 20 26 369 23 21 100 22 314 24 37 128589 25 2910 226 71 123 1145 51 21 39 36 23 95 22 internal_value=0 0.000275148 -0.0407668 -0.0362348 -0.0414982 0.000960173 0.173541 0.00077477 -0.100124 -0.0700099 -0.159851 0.1522 0.00115573 0.000997064 0.000916661 0.0358874 -0.0676098 -0.0165411 -0.0601006 0.179338 -0.198534 -0.00311224 -0.0441427 -0.107127 0.12508 -0.331292 internal_weight=0 134468 2198 2178 2152 132270 142 132128 497 475 338 137 131631 131524 131499 546 1606 349 1514 107 92 121 82 59 197 46 internal_count=134514 134468 2198 2178 2152 132270 142 132128 497 475 338 137 131631 131524 131499 546 1606 349 1514 107 92 121 82 59 197 46 cat_boundaries=0 6 7 8 13 18 19 25 cat_threshold=1310720 2229248 4100 4718848 4160 4202528 1540 2566 0 262144 0 0 8192 0 0 4 4194304 4096 516 262144 2098176 0 524544 0 32 is_linear=0 shrinkage=0.01 Tree=773 num_leaves=18 num_cat=0 split_feature=9 9 3 3 0 7 6 18 11 26 3 7 9 9 9 18 9 split_gain=49547.7 32997.1 259432 98309.3 29706.7 28736.6 95271.4 37566.1 35243 15703.5 12914.5 10349.9 6686.8 10685.4 1043.35 231.826 8.17901 threshold=797.90800000000002 370.88500000000005 134.02375000000004 782.62500000000011 1083.9006000000002 549.10000000000002 27.286500000000004 426.32200000000006 549.10000000000002 2022.5000000000002 1048.2900000000002 5.6142500000000011 571.7600000000001 414.36000000000007 496.59492500000005 578.38750000000016 1037.4750000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 4 5 7 9 8 -1 -7 -5 12 13 -3 -15 -9 -2 right_child=16 2 -4 10 -6 6 -8 15 -10 -11 -12 -13 -14 14 -16 -17 -18 leaf_value=0.00032173296115750838 -0.33201658235862852 0.1700322766304016 1.1794884009588333 -0.23192751593059963 0.26310286233591479 -0.24056592646099273 0.70429135189056402 -0.22985084909659165 -0.22411856702395849 0.081706276359381505 -0.49796843606072499 -0.19987722692489623 0.14200108198996853 -0.065484837474245008 -0.15565120259920756 -0.26977751269485012 -0.32357522438872943 leaf_weight=133969 24 20 21 36 43 21 25 26 70 54 37 25 34 33 21 33 22 leaf_count=133969 24 20 21 36 43 21 25 26 70 54 37 25 34 33 21 33 22 internal_value=0 0.000272282 0.146567 0.000104545 0.000304051 0.000219845 0.169675 9.34776e-05 0.000204522 -0.00852994 -0.36677 -0.0165257 0.0259167 -0.0274193 -0.10055 -0.252183 -0.327979 internal_weight=0 134468 154 134314 134241 134198 100 134098 134039 75 73 133 108 74 54 59 46 internal_count=134514 134468 154 134314 134241 134198 100 134098 134039 75 73 133 108 74 54 59 46 is_linear=0 shrinkage=0.01 Tree=774 num_leaves=28 num_cat=5 split_feature=9 25 3 6 24 0 9 3 3 24 3 6 3 0 18 0 25 25 0 6 9 9 9 18 0 0 9 split_gain=48561.7 37022.7 51842.5 48969.3 43117.6 50462.6 40716.8 245217 49321.3 66653.8 248375 100890 118075 82970.9 40090.9 41192 43907.3 25579.9 19972.9 12920.3 4112.75 8013.67 1741.77 1356.82 1146.28 605.417 8.01632 threshold=797.90800000000002 0 483.18750000000006 319.87968000000006 1 114.27500000000002 370.88500000000005 134.02375000000004 232.66575000000003 2 1048.2900000000002 75.646250000000023 483.18750000000006 161.35500000000005 426.32200000000006 782.62500000000011 3 4 118.92600000000002 65.407500000000013 571.7600000000001 414.36000000000007 496.59492500000005 578.38750000000016 1083.9006000000002 224.14500000000001 1037.4750000000001 decision_type=2 9 2 2 1 2 2 2 2 1 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 17 19 8 20 14 11 13 12 -10 -11 15 16 -3 -1 -19 -6 21 -8 -23 -16 -17 -7 -2 right_child=26 6 -4 -5 5 25 7 -9 9 10 -12 -13 -14 -15 23 24 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 leaf_value=0.12388983642421483 -0.3286964186746627 0.19728625918166678 -0.54733235663175583 0.39551647864855255 -0.060746930025902195 -0.29577503323554993 0.11519547172214674 1.1676935132344564 -0.064534985467609843 -0.050666359697382167 -1.2609859666370209 -0.61362889891085415 0.43108179321183876 -0.64233197530110675 -0.21605109708464665 0.19592160469776876 0.00094778174955607853 -0.035500206816884886 0.28997678184509279 0.10940898468960887 0.081606575166567788 -0.061431008577346805 -0.17283656280973683 -0.31813918399810792 0.27411726600245429 -0.358468860575691 -0.32033943636850881 leaf_weight=197 24 104 20 26 1493 24 23 21 164 194 21 23 68 27 23 37 131399 329 20 46 39 36 23 30 38 43 22 leaf_count=197 24 104 20 26 1493 24 23 21 164 194 21 23 68 27 23 37 131399 329 20 46 39 36 23 30 38 43 22 internal_value=0 0.000269559 -0.0403411 -0.0358708 -0.0410827 -0.06694 0.000947386 0.17019 0.000765571 -0.0986652 -0.212909 0.0174202 0.080732 -0.122951 0.00114099 0.00125175 0.00111813 0.0355489 -0.0163789 -0.055661 -0.00293062 -0.0431373 -0.10486 -0.273837 0.235541 -0.336011 -0.3247 internal_weight=0 134468 2198 2178 2152 1606 132270 142 132128 497 242 255 232 221 131631 131578 131503 546 349 1539 121 82 59 53 75 67 46 internal_count=134514 134468 2198 2178 2152 1606 132270 142 132128 497 242 255 232 221 131631 131578 131503 546 349 1539 121 82 59 53 75 67 46 cat_boundaries=0 6 7 8 13 18 cat_threshold=1310720 2229248 4100 4718848 4160 4202528 1540 2950 0 262144 0 0 8192 0 0 4 4194304 4096 is_linear=0 shrinkage=0.01 Tree=775 num_leaves=18 num_cat=2 split_feature=9 9 9 4 7 2 2 25 24 10 7 9 2 7 9 9 9 split_gain=71573.5 83687.5 150407 82678.6 53025 64370.8 41972.6 40686.6 136977 47980 27826.4 26335.1 36521.8 13427.6 11981.1 1023.02 379.214 threshold=496.59492500000005 370.88500000000005 414.36000000000007 1048.2900000000002 483.07500000000005 1048.2900000000002 13.910351500000003 0 1 638.18750000000011 783.48000000000013 1037.4750000000001 16.142500000000002 650.90000000000009 454.75000000000006 571.7600000000001 678.37500000000011 decision_type=2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 7 10 8 -1 -9 13 12 15 -6 -4 -2 -17 right_child=11 2 14 -5 6 -7 -8 9 -10 -11 -12 -13 -14 -15 -16 16 -18 leaf_value=-0.12940136626247287 -0.1261399112701416 0.94838497858781079 -0.16070156636445418 -0.48652944775990081 -0.13079865967233978 0.47084979550591832 -0.61996859431266782 -0.00071662149219551413 0.31251948078226599 0.28213069137434166 0.08988274161517619 -0.51979255910103139 -0.54801463359594349 -0.40048853540420531 0.15555117578506469 -0.014409222722053527 -0.067966803404001089 leaf_weight=119 25 26 23 35 48 29 20 133247 151 60 40 26 20 30 25 20 39 leaf_count=119 25 26 23 35 48 29 20 133247 151 60 40 26 20 30 25 20 39 internal_value=0 -0.000377707 0.33582 -0.000563675 -0.000436501 -0.000234139 -0.196355 -0.000336412 0.120082 -0.000589271 -0.124557 -0.235133 -0.163968 -0.234526 0.0040134 -0.0725284 -0.0498117 internal_weight=0 133853 74 133779 133744 133606 138 133577 270 133307 118 130 104 78 48 84 59 internal_count=133983 133853 74 133779 133744 133606 138 133577 270 133307 118 130 104 78 48 84 59 cat_boundaries=0 5 6 cat_threshold=0 2 4 16777216 131136 2201 is_linear=0 shrinkage=0.01 Tree=776 num_leaves=12 num_cat=1 split_feature=3 9 4 7 2 25 5 4 7 7 26 split_gain=88079 68666.5 81007 54631.6 44256.1 49821.9 30580.1 28600.9 40669.2 4367.63 184.625 threshold=1048.2900000000002 1037.4750000000001 1048.2900000000002 549.10000000000002 1048.2900000000002 0 366.02500000000003 5.6142500000000011 783.48000000000013 650.90000000000009 2022.5000000000002 decision_type=2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 5 10 -7 8 9 -5 -1 right_child=-2 -3 -4 7 -6 6 -8 -9 -10 -11 -12 leaf_value=0.14804346641382346 0.48077494621276856 -0.51459461964093722 -0.48166415194102696 -0.22691270962357521 0.37747144391459808 -0.00045384695921297364 -0.11296762209354846 -0.5101508256105276 0.11450875707362829 -0.41203178653717037 0.16684126473608474 leaf_weight=104 38 26 35 26 31 133287 242 26 38 25 105 leaf_count=104 38 26 35 26 31 133287 242 26 38 25 105 internal_value=0 -0.000735857 -0.000636093 -0.000510343 -0.000323046 -0.000410618 -0.000657711 -0.218375 -0.133137 -0.317657 0.150296 internal_weight=0 133945 133919 133884 133769 133738 133529 115 89 51 209 internal_count=133983 133945 133919 133884 133769 133738 133529 115 89 51 209 cat_boundaries=0 5 cat_threshold=0 2 4 0 139264 is_linear=0 shrinkage=0.01 Tree=777 num_leaves=18 num_cat=4 split_feature=3 9 7 5 3 24 26 25 24 25 0 6 7 11 1 5 7 split_gain=86326.2 67300.1 58355.6 35907.1 104006 37130.9 111337 35017 174447 88747.2 73013 27550.5 32153 26446.5 20712.7 5596.03 2441.32 threshold=1048.2900000000002 1037.4750000000001 549.10000000000002 366.02500000000003 78.765000000000015 0 2022.5000000000002 1 2 3 48.775000000000013 79.512800000000013 783.48000000000013 756.4475000000001 438.37500000000006 483.07500000000005 650.90000000000009 decision_type=2 2 2 2 2 1 2 9 1 9 2 2 2 2 2 2 2 left_child=1 2 3 7 5 15 -7 8 10 -10 -1 12 16 14 -9 -5 -4 right_child=-2 -3 11 4 -6 6 -8 13 9 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.24159222352384316 0.47596710456045055 -0.50944868115278386 -0.23899546551704409 -0.07802776862935322 -0.62577021033423286 0.6437139698437282 -0.09525951209068298 -0.0008322849823112937 0.1451741303716387 -0.17282104895205092 -0.3634852577391125 -0.50402634954011005 0.071508152402937411 0.30667998330933705 0.10337889476323316 -0.22514399033891305 -0.37874732131958005 leaf_weight=396 38 26 25 41 35 28 75 132507 116 294 21 27 40 28 191 70 25 leaf_count=396 38 26 25 41 35 28 75 132507 116 294 21 27 40 28 191 70 25 internal_value=0 -0.000728499 -0.000629732 -0.000434531 -0.120408 -0.0377556 0.096279 -0.000210849 0.0642672 -0.0815373 0.206176 -0.223863 -0.139814 -0.0006174 -0.000682288 -0.156688 -0.308871 internal_weight=0 133945 133919 133802 249 214 103 133553 827 410 417 117 90 132726 132698 111 50 internal_count=133983 133945 133919 133802 249 214 103 133553 827 410 417 117 90 132726 132698 111 50 cat_boundaries=0 1 6 7 11 cat_threshold=2456 0 3 4 151027840 139328 1484 0 0 4 128 is_linear=0 shrinkage=0.01 Tree=778 num_leaves=11 num_cat=0 split_feature=3 9 4 7 2 4 7 16 15 7 split_gain=84608.4 65960.8 79475.8 52441.2 43402.1 27872.2 39226 26095.5 23026.4 4227.7 threshold=1048.2900000000002 1037.4750000000001 1048.2900000000002 549.10000000000002 1048.2900000000002 5.6142500000000011 783.48000000000013 785.7867500000001 162.76400000000004 650.90000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 9 8 -1 -5 right_child=-2 -3 -4 5 -6 -7 -8 -9 -10 -11 leaf_value=-0.00012253076523149691 0.47120748871251161 -0.50435418688333955 -0.47708379908970422 -0.22174395648332743 0.37381588012941425 -0.50198587564321662 0.11340586202513231 -0.32345398573279383 -0.078908043945989298 -0.40387344303131101 leaf_weight=133341 38 26 35 26 31 26 38 25 372 25 leaf_count=133341 38 26 35 26 31 26 38 25 372 25 internal_value=0 -0.000721235 -0.000623456 -0.000498899 -0.000315396 -0.213951 -0.129806 -0.000402118 -0.000341718 -0.311023 internal_weight=0 133945 133919 133884 133769 115 89 133738 133713 51 internal_count=133983 133945 133919 133884 133769 115 89 133738 133713 51 is_linear=0 shrinkage=0.01 Tree=779 num_leaves=11 num_cat=0 split_feature=3 9 4 7 2 4 7 16 15 7 split_gain=82924.6 64648.2 77894.3 51397.6 42538.4 27317.5 38445.4 25576.2 22568.2 4143.56 threshold=1048.2900000000002 1037.4750000000001 1048.2900000000002 549.10000000000002 1048.2900000000002 5.6142500000000011 783.48000000000013 785.7867500000001 162.76400000000004 650.90000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 9 8 -1 -5 right_child=-2 -3 -4 5 -6 -7 -8 -9 -10 -11 leaf_value=-0.00012130537683786768 0.46649542005438555 -0.49931064734092129 -0.47231296103341236 -0.21952651688685784 0.37007767185088131 -0.4969660206941458 0.11227180497034601 -0.32021945267915725 -0.078118961763478087 -0.39983470554351808 leaf_weight=133341 38 26 35 26 31 26 38 25 372 25 leaf_count=133341 38 26 35 26 31 26 38 25 372 25 internal_value=0 -0.000714022 -0.000617221 -0.00049391 -0.000312242 -0.211812 -0.128508 -0.000398097 -0.000338301 -0.307913 internal_weight=0 133945 133919 133884 133769 115 89 133738 133713 51 internal_count=133983 133945 133919 133884 133769 115 89 133738 133713 51 is_linear=0 shrinkage=0.01 Tree=780 num_leaves=12 num_cat=2 split_feature=0 25 3 9 6 18 0 24 0 9 26 split_gain=106261 40680.2 89105.3 36880.3 74558.4 27352.9 31322.6 124624 38382.9 18743.8 3290.64 threshold=1083.9006000000002 0 1048.2900000000002 678.37500000000011 5.6142500000000011 678.28640000000007 243.58000000000001 1 213.3887 1037.4750000000001 2022.5000000000002 decision_type=2 9 2 2 2 2 2 1 2 2 2 left_child=1 10 3 5 9 6 8 -8 -3 -5 -1 right_child=-2 2 -4 4 -6 -7 7 -9 -10 -11 -12 leaf_value=0.11667204477341779 -0.47485783394346848 0.00035241001331169251 0.52007839087283969 0.2761222210712731 -0.29223472219705582 0.33100605049133303 0.22695817619821299 -0.1404075101315061 0.17160860768711295 0.66637011027336113 0.20545299910363696 leaf_weight=83 47 133384 33 32 20 25 105 479 131 20 84 leaf_count=83 47 133384 33 32 20 25 105 479 131 20 84 internal_value=0 0.000711522 0.000511654 0.000383926 0.226647 0.000262463 0.000200803 -0.0728751 0.00052044 0.426218 0.152214 internal_weight=0 134396 134229 134196 72 134124 134099 584 133515 52 167 internal_count=134443 134396 134229 134196 72 134124 134099 584 133515 52 167 cat_boundaries=0 5 6 cat_threshold=0 0 4 0 8192 2304 is_linear=0 shrinkage=0.01 Tree=781 num_leaves=10 num_cat=1 split_feature=0 25 3 15 18 6 0 13 26 split_gain=104146 39870.6 87332.1 31606.1 26778.7 29575.3 62818.3 39105.9 3225.16 threshold=1083.9006000000002 0 1048.2900000000002 759.84000000000003 678.28640000000007 192.26595000000003 224.14500000000001 779.68675000000019 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 left_child=1 8 3 4 5 7 -7 -3 -1 right_child=-2 2 -4 -5 -6 6 -8 -9 -10 leaf_value=0.11550532041903003 -0.47010925820533267 0.00063003229219433805 0.51487763607140746 -0.37861904439601035 0.32769597358703612 -0.037395858639654292 -0.39407099088033043 0.39617154788970949 0.20339847559020632 leaf_weight=83 47 133493 33 22 25 577 54 25 84 leaf_count=83 47 133493 33 22 25 577 54 25 84 internal_value=0 0.000704471 0.000506602 0.000380151 0.000442294 0.000381307 -0.0679196 0.000704094 0.150692 internal_weight=0 134396 134229 134196 134174 134149 631 133518 167 internal_count=134443 134396 134229 134196 134174 134149 631 133518 167 cat_boundaries=0 5 cat_threshold=0 0 4 0 8192 is_linear=0 shrinkage=0.01 Tree=782 num_leaves=13 num_cat=0 split_feature=0 3 9 6 4 0 2 16 18 9 26 4 split_gain=102074 38307.5 27077.6 62035.8 61236.4 39802.7 29352.4 24098 31420 9158.33 8520.77 901.265 threshold=1083.9006000000002 1048.2900000000002 678.37500000000011 5.6142500000000011 543.53000000000009 51.002500000000005 1048.2900000000002 785.7867500000001 678.28640000000007 1037.4750000000001 2022.5000000000002 779.31175000000019 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 9 6 10 7 8 -1 -4 -6 -12 right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11 11 -13 leaf_value=0.00077373898822436329 -0.46540816043285615 0.3268588447570801 0.25718209344564996 -0.28876057609915734 -0.043053528702988918 -0.62624362170696257 -0.32896830876668298 -0.30966078920364382 0.36263002832730612 0.51903142463077201 -0.17152237515353289 -0.24979765012076027 leaf_weight=134077 47 36 34 20 49 20 27 25 24 22 24 38 leaf_count=134077 47 36 34 20 49 20 27 25 24 22 24 38 internal_value=0 0.000697426 0.000610036 0.189311 0.000503237 -0.215598 0.00071426 0.000780626 0.0008385 0.360051 -0.141608 -0.219498 internal_weight=0 134396 134360 76 134284 131 134153 134126 134101 56 111 62 internal_count=134443 134396 134360 76 134284 131 134153 134126 134101 56 111 62 is_linear=0 shrinkage=0.01 Tree=783 num_leaves=12 num_cat=1 split_feature=0 25 3 15 18 14 17 6 13 13 26 split_gain=100043 39064.7 84501.2 30908.6 25873.2 107901 39145.5 21231.9 51064.5 38326.1 3165.23 threshold=1083.9006000000002 0 1048.2900000000002 759.84000000000003 112.07422500000001 90.972500000000011 120.51306000000001 192.26595000000003 112.51200000000001 779.68675000000019 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 left_child=1 10 3 4 7 6 -6 9 -9 -3 -1 right_child=-2 2 -4 -5 5 -7 -8 8 -10 -11 -12 leaf_value=0.11428820788142194 -0.46075408164491044 0.00041686113181825762 0.50646024068196616 -0.37442397930405358 -0.0089477485617784069 0.66150523342688883 0.37886183101555398 -0.040004814085260056 -0.510515156586965 0.39199480800628667 0.20136097794487362 leaf_weight=83 47 133219 33 22 254 30 29 593 24 25 84 leaf_count=83 47 133219 33 22 254 30 29 593 24 25 84 internal_value=0 0.000690452 0.000494594 0.000370209 0.000431663 0.0912442 0.0307925 0.000219321 -0.0583067 0.000490331 0.149154 internal_weight=0 134396 134229 134196 134174 313 283 133861 617 133244 167 internal_count=134443 134396 134229 134196 134174 313 283 133861 617 133244 167 cat_boundaries=0 5 cat_threshold=0 0 4 0 8192 is_linear=0 shrinkage=0.01 Tree=784 num_leaves=13 num_cat=1 split_feature=0 25 3 9 6 4 0 18 9 9 26 26 split_gain=98051.8 38287.3 82819.6 35597 71536.2 46393.8 43496.5 25560.5 25486.2 18067.6 9369.02 3102.24 threshold=1083.9006000000002 0 1048.2900000000002 678.37500000000011 5.6142500000000011 543.53000000000009 51.002500000000005 678.28640000000007 168.64500000000001 1037.4750000000001 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 5 9 7 10 8 -3 -5 -7 -1 right_child=-2 2 -4 4 -6 6 -8 -9 -10 -11 -12 -13 leaf_value=0.11314532505460533 -0.45614654054032999 0.00064175807396100527 0.50139566826097892 0.27077869949884187 -0.28559844297170639 -0.0039237750872321755 -0.61973261690139769 0.32015008354187013 -0.068906120906649104 0.65392280972003936 -0.19431058212862176 0.19934737199828739 leaf_weight=83 47 133445 33 32 20 46 20 25 529 20 59 84 leaf_count=83 47 133445 33 32 20 46 20 25 529 20 59 84 internal_value=0 0.000683548 0.000489648 0.000366507 0.222658 0.000247177 -0.192316 0.000426808 0.000367146 0.418142 -0.110903 0.147662 internal_weight=0 134396 134229 134196 72 134124 125 133999 133974 52 105 167 internal_count=134443 134396 134229 134196 72 134124 125 133999 133974 52 105 167 cat_boundaries=0 5 cat_threshold=0 0 4 0 8192 is_linear=0 shrinkage=0.01 Tree=785 num_leaves=23 num_cat=5 split_feature=0 3 25 24 2 25 3 24 26 1 5 7 7 0 26 3 0 24 26 26 26 0 split_gain=59674.8 70655.3 43365.3 136460 71155.3 60542.4 58180.3 50105.1 46608.9 39672.6 56664.4 33203.4 97815.3 31846.1 29633.5 26130.3 21735.8 11571.7 10140.1 7658.3 3000.25 9546.63 threshold=539.75000000000011 1.6530000000000002 0 1 1048.2900000000002 2 145.10250000000005 3 2022.5000000000002 1066.3056000000001 1066.3056000000001 650.90000000000009 783.48000000000013 638.18750000000011 2022.5000000000002 1048.2900000000002 1083.9006000000002 4 2022.5000000000002 2022.5000000000002 2022.5000000000002 782.62500000000011 decision_type=2 2 9 1 2 9 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=2 13 3 5 9 19 8 14 17 10 11 15 -13 -2 -7 -4 20 -5 -9 -1 21 -15 right_child=1 -3 4 6 -6 7 -8 18 -10 -11 -12 12 -14 16 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.087016290695436538 -0.36566964149475101 -0.68987702031930287 0.00042624279517326004 0.14049831288793813 0.47992443269298923 0.3223552231788635 -0.58289024972915648 0.094486553985460686 -0.13671157044059826 0.37059995470375856 0.50815924145958635 0.73714068810145061 -0.039515041214227678 -0.014679396720159622 0.64850948822039822 0.30594592026301792 -0.21111853900708649 -0.0045792993685094324 0.22702664726492713 0.070802282974368233 0.0033318911216877124 0.28340429197658196 leaf_weight=62 35 24 133140 105 31 60 20 113 212 29 22 24 50 21 52 28 38 113 118 61 27 22 leaf_count=62 35 24 133140 105 31 60 20 113 212 29 22 24 50 21 52 28 38 113 118 61 27 22 internal_value=0 -0.187793 0.0013576 0.0695543 0.00088377 0.187928 -0.0544491 0.256459 -0.0311367 0.000772426 0.000691947 0.000608157 0.212373 -0.103527 0.434949 0.000490482 -0.0185733 0.0715323 0.155461 -0.00809076 0.0859513 0.137829 internal_weight=0 167 134240 916 133324 466 450 343 430 133293 133264 133242 74 143 112 133168 108 218 231 123 70 43 internal_count=134407 167 134240 916 133324 466 450 343 430 133293 133264 133242 74 143 112 133168 108 218 231 123 70 43 cat_boundaries=0 5 6 11 12 13 cat_threshold=2147483648 262145 4096 16842880 139776 413 2147483648 0 0 65664 131072 5 3584 is_linear=0 shrinkage=0.01 Tree=786 num_leaves=20 num_cat=3 split_feature=4 11 4 11 25 24 0 0 6 1 24 0 26 26 1 26 0 6 11 split_gain=61447.4 39970.1 137168 48516.5 43644.9 171125 37401.5 56916.1 35922.1 36164.5 195196 28137.8 26906.3 21741 15032.3 12344.8 7874.4 3206.61 63.4076 threshold=1048.2900000000002 493.04250000000008 10.946423000000001 944.45425000000012 0 1 539.75000000000011 638.18750000000011 783.48000000000013 438.37500000000006 2 34.665000000000006 2022.5000000000002 2022.5000000000002 25.371000000000002 2022.5000000000002 1083.9006000000002 1043.5418000000002 650.90000000000009 decision_type=2 2 2 2 9 1 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 4 3 18 5 12 8 15 9 11 -11 -6 -1 -7 16 -8 -9 -10 -3 right_child=-2 2 -4 -5 6 13 7 14 17 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.28655785066110118 -0.38132488429546357 0.16659386808221993 0.94128456020355233 -0.39600790057863505 0.00014055050991024971 0.021079417177148767 -0.30527890205383301 -0.029147435650229453 -0.34706850090026853 0.39101902466917793 -0.18725800370198808 0.028937396551031953 0.59805491999575966 -0.22051477109591167 0.21111207056045533 -0.64855294132232677 -0.22778494670473298 -0.18690333201885223 0.1468380368873477 leaf_weight=54 42 33 20 21 130092 74 22 64 25 116 102 3484 57 75 20 20 29 25 32 leaf_count=54 42 33 20 21 130092 74 22 64 25 116 102 3484 57 75 20 20 29 25 32 internal_value=0 0.001231 0.195339 0.0218634 0.00107774 0.128091 0.000821679 -0.154427 0.00100153 0.00110168 0.129796 0.000891645 0.409614 -0.0942059 -0.0376014 -0.468743 -0.0910882 -0.266986 0.156868 internal_weight=0 134365 106 86 134259 260 133999 155 133844 133794 218 133576 111 149 113 42 93 50 65 internal_count=134407 134365 106 86 134259 260 133999 155 133844 133794 218 133576 111 149 113 42 93 50 65 cat_boundaries=0 5 6 7 cat_threshold=0 262144 0 16842752 139264 3460 3132 is_linear=0 shrinkage=0.01 Tree=787 num_leaves=18 num_cat=2 split_feature=4 11 4 11 25 24 0 2 2 1 13 1 13 0 0 2 11 split_gain=60224.6 39174.7 134438 47551 42776.3 166546 36657.3 95831.2 38541.7 34393.7 33845.8 47709.9 31782 19792.6 12899.4 2407.19 62.1458 threshold=1048.2900000000002 493.04250000000008 10.946423000000001 944.45425000000012 0 1 539.75000000000011 12.987 783.48000000000013 61.707500000000003 465.60925000000003 8.0402250000000013 152.09975000000003 638.18750000000011 1083.9006000000002 1048.2900000000002 650.90000000000009 decision_type=2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 16 5 -1 8 13 10 15 12 -12 -6 -8 -15 -10 -3 right_child=-2 2 -4 -5 6 -7 7 -9 9 -11 11 -13 -14 14 -16 -17 -18 leaf_value=0.40047288503104106 -0.3775116310233162 0.16492793583508694 0.93187171530723578 -0.39204781645820258 0.0010010809853749601 -0.095665525000566132 -0.25002599334716796 -0.73380436420440676 0.022918156385421752 0.58809993839263919 0.32046923785969833 -0.23423301744461061 -0.090945053668964451 0.1078170641385592 -0.14008662685271234 0.16608253313147503 0.14536966108717025 leaf_weight=113 42 33 20 21 133311 147 35 24 24 20 69 20 377 65 31 23 32 leaf_count=113 42 33 20 21 133311 147 35 24 24 20 69 20 377 65 31 23 32 internal_value=0 0.00121884 0.193386 0.0216447 0.00106712 0.12681 0.000813615 -0.152883 0.000991665 0.240775 0.000871574 0.195817 0.000741793 -0.0464541 0.0277648 0.0929773 0.155299 internal_weight=0 134365 106 86 134259 260 133999 155 133844 67 133777 89 133688 131 96 47 65 internal_count=134407 134365 106 86 134259 260 133999 155 133844 67 133777 89 133688 131 96 47 65 cat_boundaries=0 5 6 cat_threshold=0 262144 0 16842752 139264 1428 is_linear=0 shrinkage=0.01 Tree=788 num_leaves=21 num_cat=4 split_feature=4 0 2 25 24 25 25 26 6 2 26 3 1 3 0 0 26 26 6 26 split_gain=59026.2 38410.5 75518.8 46011.5 155113 94378.3 88114.5 75760.7 62008.8 95158.2 60343.6 53277.8 47817 36354.7 17025.3 18705.5 19845.4 9735.05 826.982 9.8058 threshold=1048.2900000000002 539.75000000000011 12.987 0 1 2 3 2022.5000000000002 783.48000000000013 1048.2900000000002 2022.5000000000002 104.05000000000001 1066.3056000000001 1048.2900000000002 638.18750000000011 1083.9006000000002 2022.5000000000002 2022.5000000000002 1043.5418000000002 2022.5000000000002 decision_type=2 2 2 9 1 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 14 4 6 11 19 -8 9 12 -7 17 13 -5 -3 16 -16 -6 -10 -1 right_child=-2 2 -4 8 5 10 7 -9 18 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 leaf_value=-0.040469621345400809 -0.37373652006898611 -0.24555927170647515 -0.64611624277555024 0.00072197565127476082 -0.06282324677043491 0.38964103106296422 0.13294873851028519 0.41176055204961937 -0.32561821142832437 0.59460811261777524 -0.028976072139210173 -0.64474722099304205 0.42167298052046037 0.3610907663617815 0.2510962464259221 -0.17997308649335592 -0.097848207397120343 -0.1683450925209943 -0.4104990982196548 -0.045963149215235859 leaf_weight=64 42 36 26 133045 180 66 199 191 24 27 72 20 27 28 39 35 28 170 22 66 leaf_count=64 42 36 26 133045 180 66 199 191 24 27 72 20 27 28 39 35 28 170 22 66 internal_value=0 0.00120688 -0.151739 0.00139378 0.0677145 -0.0563548 0.187697 0.262758 0.000876685 0.00100359 0.159662 -0.139005 0.000883178 0.000797801 -0.0585956 0.00739163 0.105269 -0.114077 -0.366213 -0.0401687 internal_weight=0 134365 164 134201 1028 508 520 390 133173 133127 138 370 133100 133073 138 102 67 350 46 130 internal_count=134407 134365 164 134201 1028 508 520 390 133173 133127 138 370 133100 133073 138 102 67 350 46 130 cat_boundaries=0 6 7 12 18 cat_threshold=2147745792 262147 4096 16842880 139776 8224 413 2147483648 3 4096 16777216 8704 262144 0 0 65664 131072 8224 is_linear=0 shrinkage=0.01 Tree=789 num_leaves=17 num_cat=0 split_feature=4 11 4 11 0 2 7 7 7 2 13 0 0 26 26 11 split_gain=57851.6 38374.3 131766 46596.6 40607.7 89186.6 31356.5 57682.1 33968.3 31526.3 22712.3 16521.5 18246.3 19853.1 7049.58 59.3978 threshold=1048.2900000000002 493.04250000000008 10.946423000000001 944.45425000000012 539.75000000000011 12.987 1042.2668000000001 650.90000000000009 783.48000000000013 783.48000000000013 557.40000000000009 638.18750000000011 1083.9006000000002 2022.5000000000002 2022.5000000000002 650.90000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 15 6 11 7 9 -9 10 -1 -6 13 -13 -11 -3 right_child=-2 2 -4 -5 5 -7 -8 8 -10 14 -12 12 -14 -15 -16 -17 leaf_value=0.00098509131826004875 -0.36999914713913484 0.16308254608602232 0.92249835014343262 -0.38815692243121919 -0.24310368908776178 -0.72000514745712285 -0.32202668286114927 0.57957248899671765 0.073157865175834072 0.084886650305527916 0.20803647952259713 0.24858527709276249 -0.17817336954389301 -0.10416912732300934 0.29347263092218445 0.14396156962029635 leaf_weight=133893 42 33 20 21 36 24 30 27 26 26 53 39 35 27 43 32 leaf_count=133893 42 33 20 21 36 24 30 27 26 26 53 39 35 27 43 32 internal_value=0 0.00119481 0.191388 0.0213628 0.00104465 -0.157675 0.00123521 0.00130754 0.331143 0.0011771 0.00106702 -0.0591645 0.00639793 0.104277 0.214875 0.153669 internal_weight=0 134365 106 86 134259 161 134098 134068 53 134015 133946 137 101 66 69 65 internal_count=134407 134365 106 86 134259 161 134098 134068 53 134015 133946 137 101 66 69 65 is_linear=0 shrinkage=0.01 Tree=790 num_leaves=20 num_cat=2 split_feature=18 11 7 3 24 0 9 2 21 24 3 2 4 0 7 7 7 3 26 split_gain=39571.3 39086.2 38688 156122 103976 41077.1 387053 675374 77888.2 72137.8 55287.7 45535.4 40999.8 39462 35829.6 33248.8 16793.4 12172.4 10764.6 threshold=751.80750000000012 756.4475000000001 276.13500000000005 232.66575000000003 0 95.466000000000022 140.83674000000002 51.027500000000011 21.802000000000003 1 544.35000000000002 1048.2900000000002 28.259500000000006 39.544300000000007 650.90000000000009 188.93193000000005 650.90000000000009 1048.2900000000002 2022.5000000000002 decision_type=2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 12 10 8 -8 9 -7 11 15 14 16 -4 -1 -6 18 -12 right_child=-2 -3 3 -5 13 6 7 -9 -10 -11 17 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.00020140937012809858 0.44500713348388671 0.32513895846701957 -0.0032945441404978433 -0.96128074288368226 -0.074505129924347241 0.096817681143908013 -0.017321672747212073 2.3396886722892525 0.64302338814735405 -0.037531940368589187 -0.05161613300442696 -0.37726441979408265 0.6297212389707566 -0.49538401246070862 0.46092210520868721 0.1217348331026733 -0.29343538042157891 -0.4090851292243371 -0.27039999803771142 leaf_weight=131749 20 37 60 20 172 647 31 20 20 1012 44 32 20 32 23 224 44 26 46 leaf_count=131749 20 37 60 20 172 647 31 20 20 1012 44 32 20 32 23 224 44 26 46 internal_value=0 0.000163177 7.3593e-05 -0.101903 -0.0529355 0.000356245 0.0487681 0.906996 0.0226993 0.015221 -0.000277663 -8.59009e-05 0.203522 -0.161156 0.125344 5.55507e-06 -0.119102 -0.218498 -0.163439 internal_weight=0 134259 134222 371 351 133851 1730 51 1679 1659 132121 132005 103 248 83 131973 216 116 90 internal_count=134279 134259 134222 371 351 133851 1730 51 1679 1659 132121 132005 103 248 83 131973 216 116 90 cat_boundaries=0 1 2 cat_threshold=1090 1306 is_linear=0 shrinkage=0.01 Tree=791 num_leaves=15 num_cat=0 split_feature=18 11 5 3 2 4 2 0 1 2 1 3 5 26 split_gain=38783.9 38308.4 38763.2 85949.9 41885.9 36556.6 31341 73587.8 80177 46123.4 103276 33315.1 13111.1 920.198 threshold=751.80750000000012 756.4475000000001 545.08500000000015 108.21050000000001 1048.2900000000002 12.359700000000002 397.42490000000004 108.06300000000002 166.69750000000002 293.03820000000002 84.373000000000005 1048.2900000000002 650.90000000000009 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 6 12 9 8 -8 11 -11 -1 -4 -14 right_child=-2 -3 3 -5 -6 -7 7 -9 -10 10 -12 -13 13 -15 leaf_value=8.1207957585945837e-05 0.44055702972412109 0.32188757316486255 -0.17486881784122921 -0.77410263228416443 0.34613799394880024 -0.39456742781859178 -0.10910790856863033 -0.52491839872824175 0.54521629515148351 0.064599878274477454 0.79155948887700622 0.33336050923665361 0.15866171443462374 0.077674939581688418 leaf_weight=133637 20 37 23 20 35 26 173 37 21 130 23 30 20 47 leaf_count=133637 20 37 23 20 35 26 173 37 21 130 23 30 20 47 internal_value=0 0.000161589 7.29012e-05 -0.168668 0.000244051 -0.0642826 0.00015374 -0.116226 -0.038279 0.000354634 0.173881 0.000156009 0.031133 0.10185 internal_weight=0 134259 134222 136 134086 116 134051 231 194 133820 153 133667 90 67 internal_count=134279 134259 134222 136 134086 116 134051 231 194 133820 153 133667 90 67 is_linear=0 shrinkage=0.01 Tree=792 num_leaves=21 num_cat=4 split_feature=18 0 3 0 7 3 25 2 2 25 2 1 25 24 2 13 1 3 3 3 split_gain=38012.1 29175.3 236129 162247 152592 96122.8 90290.1 134855 79865.6 56126.4 51153 41531.3 208062 268771 68644 45991.2 20513.2 3329.91 4053.83 5756.42 threshold=751.80750000000012 8.0855000000000015 650.90000000000009 8.161500000000002 483.07500000000005 544.35000000000002 0 17.826000000000004 364.63500000000005 1 60.492500000000007 84.373000000000005 2 3 783.48000000000013 779.68675000000019 650.90000000000009 650.90000000000009 782.62500000000011 1048.2900000000002 decision_type=2 2 2 2 2 2 9 2 2 9 2 2 9 1 2 2 2 2 2 2 left_child=1 5 3 -3 6 9 7 -5 -8 -1 17 14 13 -13 15 -11 -14 -7 -19 -20 right_child=-2 2 -4 4 -6 10 8 -9 -10 11 -12 12 16 -15 -16 -17 -18 18 19 -21 leaf_value=0.16141464741297171 0.43615146279335021 0.60136700067114324 1.03013108253479 0.14426029166037388 0.76268988105985858 -0.28995507558951011 0.0079675604382737544 1.0369350583553314 -0.36767715165489601 -0.0016157463451105054 -0.75136470879614348 0.46690191969822309 -0.058334410491700697 0.043682371889253648 -0.4158580791950226 0.4455964403567107 -0.31746256999671457 -0.049036752814831941 -0.3221555958623471 -0.093158948080880308 leaf_weight=203 20 47 23 110 27 26 8036 20 57 124139 20 208 674 507 40 23 32 23 23 21 leaf_count=203 20 47 23 110 27 26 8036 20 57 124139 20 208 674 507 40 23 32 23 23 21 internal_value=0 0.000159973 0.0182965 0.0154916 0.0121539 -0.00103819 0.00968954 0.261481 0.00531528 -0.000776383 -0.292565 -0.00105124 0.0527039 0.171543 -0.00166634 -0.0015329 -0.0691008 -0.193899 -0.156623 -0.212862 internal_weight=0 134259 8320 8297 8250 125939 8223 130 8093 125826 113 125623 1421 715 124202 124162 706 93 67 44 internal_count=134279 134259 8320 8297 8250 125939 8223 130 8093 125826 113 125623 1421 715 124202 124162 706 93 67 44 cat_boundaries=0 1 6 12 13 cat_threshold=33554432 0 0 4 65536 139264 281593344 1052960 17664 4194304 16777216 536870912 2069 is_linear=0 shrinkage=0.01 Tree=793 num_leaves=17 num_cat=4 split_feature=18 11 7 3 24 6 4 25 24 25 3 4 9 5 3 7 split_gain=37255.5 37268.8 38366.6 153422 101984 125223 35645.7 34749.1 167147 109017 93882.4 42644.9 39445.7 19625 12570.1 10638.8 threshold=751.80750000000012 756.4475000000001 276.13500000000005 232.66575000000003 0 15.456105000000003 144.67106000000004 1 2 3 782.62500000000011 1048.2900000000002 239.74250000000004 57.352500000000006 1048.2900000000002 483.07500000000005 decision_type=2 2 2 2 1 2 2 9 1 9 2 2 2 2 2 2 left_child=1 2 7 4 5 15 13 8 -1 -10 11 12 -9 -6 -12 -4 right_child=-2 -3 3 -5 6 -7 -8 10 9 -11 14 -13 -14 -15 -16 -17 leaf_value=0.38517860080577715 0.43178994011878968 0.3174895184104507 0.14853925387910072 -0.95339407658576958 -0.16619826993680892 0.93092373818159102 -0.51687259453993573 6.7605938757060965e-05 -0.19405379787855542 0.13804923773992181 0.26979114009488014 0.42135544379552209 -0.10608208519122708 0.091805473344666613 0.5679437864743746 -0.079907285703553099 leaf_weight=125 20 37 47 20 187 20 26 132918 184 192 31 24 351 35 26 36 leaf_count=125 20 37 47 20 187 20 26 132918 184 192 31 24 351 35 26 36 internal_value=0 0.000158874 7.13978e-05 -0.101481 -0.0529385 0.20109 -0.160095 0.000352873 0.0826587 -0.0252862 3.74462e-05 -0.000136063 -0.000211968 -0.125522 0.405791 0.049454 internal_weight=0 134259 134222 371 351 103 248 133851 501 376 133350 133293 133269 222 57 83 internal_count=134279 134259 134222 371 351 103 248 133851 501 376 133350 133293 133269 222 57 83 cat_boundaries=0 1 6 7 12 cat_threshold=1090 1310720 262146 4 16842752 139776 1284 0 2 0 16777216 139264 is_linear=0 shrinkage=0.01 Tree=794 num_leaves=15 num_cat=3 split_feature=18 11 5 3 2 25 24 26 25 3 4 20 5 26 split_gain=36514.1 36527.1 38203.3 84209.1 41685.4 39540.2 178008 244242 101940 76288.3 35669 28690.7 12804.7 899.946 threshold=751.80750000000012 756.4475000000001 545.08500000000015 108.21050000000001 1048.2900000000002 0 1 2022.5000000000002 2 1048.2900000000002 12.359700000000002 549.10000000000002 650.90000000000009 2022.5000000000002 decision_type=2 2 2 2 2 9 1 2 9 2 2 2 2 2 left_child=1 2 4 10 5 6 7 -1 -8 11 12 -7 -4 -14 right_child=-2 -3 3 -5 -6 9 8 -9 -10 -11 -12 -13 13 -15 leaf_value=0.023006963436420148 0.42747207641601564 0.31431463454220748 -0.17345500478278036 -0.76671898174285891 0.34530633871895933 -0.00034849176671826189 -0.18677686428961654 0.92406315088272095 0.13557836874207455 0.5313170588458026 -0.39037420740494361 0.3693054210572016 0.15619515502452852 0.076104507015106529 leaf_weight=65 20 37 23 20 35 133509 182 56 191 27 26 21 20 47 leaf_count=65 20 37 23 20 35 133509 182 56 191 27 26 21 20 47 internal_value=0 0.00015753 7.0929e-05 -0.167447 0.000240838 0.000150743 0.0885577 0.406435 -0.0224802 -0.000182873 -0.064124 -0.000290357 0.0301261 0.100012 internal_weight=0 134259 134222 136 134086 134051 494 121 373 133557 116 133530 90 67 internal_count=134279 134259 134222 136 134086 134051 494 121 373 133557 116 133530 90 67 cat_boundaries=0 5 6 11 cat_threshold=1310720 262146 4 16842752 139776 1284 0 2 0 16777216 139264 is_linear=0 shrinkage=0.01 Tree=795 num_leaves=20 num_cat=4 split_feature=3 1 24 0 18 25 2 2 11 0 24 25 0 2 1 26 1 26 26 split_gain=74274.9 48446.2 245794 141587 35813.6 35314.5 191819 81451.6 74263.5 66323.7 54173 88839.1 43983.1 32741.4 31531.4 57256.9 27850.4 19833.1 6082.85 threshold=1048.2900000000002 438.37500000000006 0 27.356500000000004 751.80750000000012 1 1048.2900000000002 543.20000000000016 756.4475000000001 1083.9006000000002 2 3 332.39451000000003 52.246250000000011 650.90000000000009 2022.5000000000002 650.90000000000009 2022.5000000000002 2022.5000000000002 decision_type=2 2 1 2 2 9 2 2 2 2 1 9 2 2 2 2 2 2 2 left_child=1 4 13 14 5 7 8 10 9 -7 11 -1 -12 16 15 -4 18 -18 -3 right_child=-2 2 3 -5 -6 6 -8 -9 -10 -11 12 -13 -14 -15 -16 -17 17 -19 -20 leaf_value=0.28662383295871591 -0.45334878020816377 -0.42322394045916467 0.58272110939025878 -0.024554403796792031 0.42381763362884523 -0.0011043907722718689 -0.89498382091522222 0.47853648107302815 0.58005723389712249 0.50401557005368747 0.0076359286255302389 0.042138171736970549 -0.21683546209877189 -0.56902987241744996 0.48333543679293461 1.2886579017639161 0.22238824800208765 -0.17722001596637393 -0.19063736998516581 leaf_weight=152 36 22 27 38 20 120860 24 38 22 26 10816 1990 88 20 34 20 27 23 23 leaf_count=152 36 22 27 38 20 120860 24 38 22 26 10816 1990 88 20 34 20 27 23 23 internal_value=0 0.000935782 0.144697 0.441914 0.000684803 0.000621656 -0.00106738 0.0162214 -0.000890024 -0.00099575 0.0148872 0.0607386 0.00581901 -0.185182 0.715309 0.88312 -0.123865 0.0385684 -0.304346 internal_weight=0 134270 234 119 134036 134016 120932 13084 120908 120886 13046 2142 10904 115 81 47 95 50 45 internal_count=134306 134270 234 119 134036 134016 120932 13084 120908 120886 13046 2142 10904 115 81 47 95 50 45 cat_boundaries=0 1 7 8 13 cat_threshold=976 33554432 394243 287044 697827456 176192 555819169 1088 0 0 68 134217728 8192 is_linear=0 shrinkage=0.01 Tree=796 num_leaves=19 num_cat=1 split_feature=3 1 2 2 26 14 25 2 2 0 3 4 4 1 1 2 1 14 split_gain=72796.9 47481.9 107664 58674.8 38073.6 35737.9 34803.9 214192 122930 59398.1 52044.7 29536.6 38872.1 27256.9 27069.5 15324.5 5964.13 590.531 threshold=1048.2900000000002 438.37500000000006 293.03820000000002 52.246250000000011 2022.5000000000002 449.47000000000008 0 1048.2900000000002 783.48000000000013 1083.9006000000002 782.62500000000011 779.31175000000019 482.64500000000004 1066.3056000000001 650.90000000000009 21.745000000000005 543.20000000000016 549.10000000000002 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 14 6 8 9 11 10 -8 12 -1 16 -3 17 -6 -7 right_child=-2 2 -4 -5 13 15 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=0.014774070196748888 -0.44881530602773034 0.1141601282119751 0.84489912724494931 -0.37760562019348143 -0.027948138780634981 -0.085456837415695194 -0.00087620719220775367 -0.92639795188903806 0.76308503714474774 0.46829710713139283 0.49699436868940083 -0.3511523060365157 0.38776660437030452 -0.33442466568946844 0.4484262413166939 -0.43297277677626839 0.1576213508012683 -0.14620892231391433 leaf_weight=13192 36 50 20 25 29 24 120606 25 22 27 21 22 28 20 47 21 43 48 leaf_count=13192 36 50 20 25 29 24 120606 25 22 27 21 22 28 20 47 21 43 48 internal_value=0 0.000926669 0.14325 0.0776758 0.137898 0.0006782 0.000814262 -0.00087626 0.0161835 -0.00068456 -0.000789533 0.0149548 0.0155641 -0.0078399 0.276124 -0.195284 0.0828781 -0.125958 internal_weight=0 134270 234 214 189 134036 133943 120679 13264 120654 120627 13242 13220 92 97 93 72 72 internal_count=134306 134270 234 214 189 134036 133943 120679 13264 120654 120627 13242 13220 92 97 93 72 72 cat_boundaries=0 6 cat_threshold=33554432 394243 291140 697827456 168000 555819169 is_linear=0 shrinkage=0.01 Tree=797 num_leaves=20 num_cat=1 split_feature=3 1 24 0 18 14 2 1 26 1 1 13 15 5 26 2 26 1 14 split_gain=71348.2 46537.1 240540 138984 35131.8 33217.8 31872.4 31106 56029.7 29531.1 27100.3 25920.2 27247.9 22633.6 18904.1 13840.2 6002.04 2689.09 578.779 threshold=1048.2900000000002 438.37500000000006 0 27.356500000000004 751.80750000000012 449.47000000000008 52.246250000000011 650.90000000000009 2022.5000000000002 317.92500000000007 650.90000000000009 779.68675000000019 676.70640000000014 2.2090000000000005 2022.5000000000002 77.14060000000002 2022.5000000000002 398.24814000000003 549.10000000000002 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 6 7 5 9 10 8 -4 11 16 12 -1 17 -12 18 -3 -11 -7 right_child=-2 2 3 -5 -6 15 -8 -9 -10 13 14 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.00091178395944664658 -0.44432710488637289 -0.42013330351222644 0.57612171667593493 -0.026420418263265959 0.4197572975158691 -0.084602268959085139 -0.56323102068901065 0.47620516433435328 1.2744524354934692 -0.055752704386808433 0.21568007213098031 0.285474952980876 -0.2634492185482612 -0.41089414510726924 -0.17445683443027996 -0.42206003391742708 -0.1890969693142435 -0.15393153936435014 -0.14474683293607085 leaf_weight=133691 36 22 27 38 20 24 20 34 20 98 27 32 39 25 23 20 23 39 48 leaf_count=133691 36 22 27 38 20 24 20 34 20 98 27 32 39 25 23 20 23 39 48 internal_value=0 0.000917402 0.141818 0.435902 0.000671418 0.000608875 -0.184367 0.706609 0.873284 0.000739364 -0.124014 0.000902782 0.000834688 -0.134194 0.0362171 -0.189342 -0.302048 -0.0837014 -0.124699 internal_weight=0 134270 234 119 134036 134016 115 81 47 133924 95 133762 133730 162 50 92 45 137 72 internal_count=134306 134270 234 119 134036 134016 115 81 47 133924 95 133762 133730 162 50 92 45 137 72 cat_boundaries=0 1 cat_threshold=976 is_linear=0 shrinkage=0.01 Tree=798 num_leaves=29 num_cat=1 split_feature=1 2 2 5 1 2 5 9 2 5 9 17 1 1 2 25 0 13 9 4 4 11 1 1 2 2 5 2 split_gain=41507.3 107635 54964.4 35651.7 57792.8 35019.4 131921 200591 73157 38430.9 300128 144982 75486.4 173856 84521 29717.4 57368.5 46426.2 46857.5 25703.9 70033.3 28427.5 23602.3 18121.3 13938.9 35390.2 9292.46 1829.5 threshold=438.37500000000006 293.03820000000002 52.246250000000011 64.831750000000014 1066.3056000000001 440.18000000000006 161.46750000000003 27.301200000000005 1048.2900000000002 74.112200000000016 323.97600000000006 68.192000000000021 102.46769250000001 177.74775000000002 121.92880000000001 0 1083.9006000000002 557.40000000000009 797.90800000000002 779.31175000000019 482.64500000000004 650.90000000000009 789.60480000000007 543.20000000000016 543.20000000000016 648.37500000000011 192.26595000000003 482.16800000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 22 9 7 8 24 15 11 12 14 -14 -11 19 17 18 -17 20 21 -1 23 -2 27 -26 -13 -7 right_child=1 -3 -4 -5 -6 6 -8 -9 -10 10 -12 26 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 leaf_value=0.016593766541447792 -0.080857756527102712 0.83526828682422638 -0.37248570289611821 0.51489419873271669 0.49298927596637176 -0.12834357360431126 -0.87868517739432195 0.90488148200511931 -0.62022379704884123 -0.018125796187216076 1.2372206801459904 0.47153769948265767 0.68241244421555447 -0.16155839816383694 0.33820664552279878 -0.0013320154150387551 0.45139308725084576 0.35286851380322432 -0.48540424919128422 -0.34167323076725004 0.53551333858416639 -0.3607850043773651 -0.25326203151543936 0.17645589505472489 0.31036160596779416 -0.11589009780436754 0.76936433207988741 -0.23476466528574627 leaf_weight=10261 49 20 25 21 28 35 21 20 28 1357 21 22 52 46 70 121845 28 37 20 20 26 20 30 62 28 64 20 30 leaf_count=10261 49 20 25 21 28 35 21 20 28 1357 21 22 52 46 70 121845 28 37 20 20 26 20 30 62 28 64 20 30 internal_value=0 0.133575 0.068301 0.126299 0.0780123 0.000557331 -0.123818 -0.04649 -0.149341 0.000767341 0.0496689 0.0337541 0.0177912 0.286263 -0.000646279 0.000180183 -0.00119987 -0.00130393 -0.00141146 0.0164596 0.0171705 0.0158596 -0.00439451 0.062867 -0.0653618 0.0138387 0.61336 -0.177461 internal_weight=0 235 215 190 169 134071 226 205 185 133845 1588 1567 1525 98 1427 132257 121930 121902 121865 10327 10307 10281 141 111 157 92 42 65 internal_count=134306 235 215 190 169 134071 226 205 185 133845 1588 1567 1525 98 1427 132257 121930 121902 121865 10327 10307 10281 141 111 157 92 42 65 cat_boundaries=0 6 cat_threshold=0 396289 291140 697892992 168000 18948273 is_linear=0 shrinkage=0.01 Tree=799 num_leaves=22 num_cat=3 split_feature=3 1 24 0 14 25 2 2 0 3 24 5 11 2 1 26 1 26 2 26 14 split_gain=69956.5 44736 235420 136585 34491.9 33675.2 208118 121530 57185.6 51061.2 35993.1 95190.9 48543.6 31034.8 30571.8 54709.3 26464 18711.9 14905.1 5822.77 567.528 threshold=1048.2900000000002 438.37500000000006 0 27.356500000000004 449.47000000000008 1 1048.2900000000002 783.48000000000013 1083.9006000000002 782.62500000000011 2 155.77150000000003 493.04250000000008 52.246250000000011 650.90000000000009 2022.5000000000002 650.90000000000009 2022.5000000000002 21.745000000000005 2022.5000000000002 549.10000000000002 decision_type=2 2 1 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 4 13 14 5 7 8 10 9 -7 11 -1 -12 16 15 -4 19 -18 20 -3 -6 right_child=-2 2 3 -5 18 6 -8 -9 -10 -11 12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 leaf_value=0.041970869454186981 -0.43998039192623567 -0.41632987304167318 0.569826766120063 -0.028446925651086006 -0.083781216852366933 -0.00086992999667358695 -0.91317426261901857 0.75854996594515711 0.45948324344776298 0.4922737531434922 0.0062954551778824173 0.48777641269625449 0.42320035423551289 -0.55749712729454037 0.46981219600228707 1.2598798408508303 0.21279791257999564 -0.17535080458806909 -0.42626990681602844 -0.18876996226932694 -0.14333832729607821 leaf_weight=2127 36 22 27 38 24 120606 25 22 27 21 11038 49 28 20 34 20 27 23 21 23 48 leaf_count=2127 36 22 27 38 24 120606 25 22 27 21 11038 49 28 20 34 20 27 23 21 23 48 internal_value=0 0.000900351 0.139048 0.430043 0.000659174 0.000792842 -0.000870041 0.0159108 -0.00068108 -0.000784078 0.014689 0.0517718 0.0073437 -0.183507 0.698229 0.863466 -0.124089 0.0342495 -0.191857 -0.300021 -0.123486 internal_weight=0 134270 234 119 134036 133943 120679 13264 120654 120627 13242 2176 11066 115 81 47 95 50 93 45 72 internal_count=134306 134270 234 119 134036 133943 120679 13264 120654 120627 13242 2176 11066 115 81 47 95 50 93 45 72 cat_boundaries=0 1 7 8 cat_threshold=976 33554432 394243 291140 697827456 168000 555819169 1088 is_linear=0 shrinkage=0.01 Tree=800 num_leaves=19 num_cat=4 split_feature=3 4 7 7 2 3 2 2 24 3 25 24 25 26 4 0 1 7 split_gain=226159 32651.1 34874.7 29779.4 29281.8 310341 180764 174323 66968 57165.6 40389.9 89352.9 90258.5 78994.9 39225.7 51560.4 34302 206.837 threshold=1048.2900000000002 1048.2900000000002 650.90000000000009 783.48000000000013 272.73498000000006 11.163000000000002 1048.2900000000002 648.37500000000011 0 150.51452500000002 1 2 3 2022.5000000000002 293.48250000000002 81.717500000000015 1066.3056000000001 1042.2668000000001 decision_type=2 2 2 2 2 2 2 2 1 2 9 1 9 2 2 2 2 2 left_child=1 2 4 -4 10 6 8 9 -6 -7 11 13 -13 -1 16 -16 -12 -5 right_child=-2 -3 3 17 5 7 -8 -9 -10 -11 14 12 -14 -15 15 -17 -18 -19 leaf_value=0.0600660189134734 -0.77049168134990498 0.29810183134836121 0.46637304108718347 0.042744993980114276 -0.15779404911445455 -0.012041616539160412 -0.74455052838181002 1.407260028665716 0.12477814890170585 0.62937811475811589 0.00039272233108714731 -0.088473988027668829 0.22133791187012844 0.43649360938115167 -0.064397211844030161 -0.46103003708091939 0.32283861001332603 0.083913163102191421 leaf_weight=112 38 37 29 26 118 24 33 22 235 33 132738 337 119 111 287 37 33 23 leaf_count=112 38 37 29 26 118 24 33 22 235 33 132738 337 119 111 287 37 33 23 internal_value=0 0.00108007 0.000998252 0.212387 0.000875424 0.0800926 -0.0367802 0.651142 0.0293853 0.359307 0.000600065 0.0769671 -0.00460919 0.236816 0.000204671 -0.109692 0.000472866 0.0620688 internal_weight=0 134354 134317 78 134239 465 386 79 353 57 133774 679 456 223 133095 324 132771 49 internal_count=134392 134354 134317 78 134239 465 386 79 353 57 133774 679 456 223 133095 324 132771 49 cat_boundaries=0 1 7 8 13 cat_threshold=1189 0 262146 4100 134217728 131648 65536 581 0 2 4096 134217728 512 is_linear=0 shrinkage=0.01 Tree=801 num_leaves=15 num_cat=1 split_feature=3 4 7 5 9 9 25 9 13 2 18 2 7 8 split_gain=221658 32001.3 34180.7 134383 29104.7 231279 77375.2 126858 98190.4 66174.8 57714.1 43130.1 27817.5 3316.34 threshold=1048.2900000000002 1048.2900000000002 650.90000000000009 3.2160235000000004 164.68524000000002 158.04750000000004 0 454.75000000000006 225.07500000000002 1048.2900000000002 60.078030000000005 272.73498000000006 783.48000000000013 6.179850000000001 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 4 12 5 9 7 13 10 11 -8 -1 -4 -6 right_child=-2 -3 3 -5 6 -7 8 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.00079902456667541922 -0.76278675430699394 0.29512081943653728 0.75144633883521661 -0.4735741792406355 -0.016930132907041363 0.90993126196520668 -0.11601080687772562 0.87736956738290328 -0.80838657033443451 -0.41625367239901889 0.43258311083912854 0.10440713639627616 0.29347817627920042 0.12885263359546661 leaf_weight=133152 38 37 21 21 71 28 466 21 20 38 20 403 36 20 leaf_count=133152 38 37 21 21 71 28 466 21 20 38 20 403 36 20 internal_value=0 0.00106935 0.000988344 0.210263 0.000866744 0.00118341 -0.0676009 0.162293 -0.119335 0.000992942 -0.0934349 0.00111166 0.462203 0.01511 internal_weight=0 134354 134317 78 134239 133621 618 112 506 133593 486 133555 57 91 internal_count=134392 134354 134317 78 134239 133621 618 112 506 133593 486 133555 57 91 cat_boundaries=0 6 cat_threshold=536870912 131072 1024 0 16777216 536870912 is_linear=0 shrinkage=0.01 Tree=802 num_leaves=13 num_cat=1 split_feature=10 9 6 10 4 2 0 4 25 10 10 10 split_gain=35247.5 244648 52706.7 51571.5 55612.1 40775 31913.5 58709.2 28971.4 2445.82 510.121 664.867 threshold=638.18750000000011 27.301200000000005 1043.5418000000002 362.49400000000003 53.227330000000002 1048.2900000000002 1083.9006000000002 1048.2900000000002 0 482.16800000000006 396.4661000000001 442.27000000000004 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 left_child=2 -2 3 5 9 6 7 8 -1 10 -5 -12 right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 11 -13 leaf_value=0.014155155555710324 -0.15200639631087876 1.1304485482261295 -0.43309284553996158 -0.034747784758607549 -0.67203561510358545 0.32023392987251287 0.27018087257038464 -0.43431134414288308 -0.00071090671400025061 -0.17387983863552411 -0.13071404511278326 -0.05204920189721244 leaf_weight=14717 51 21 28 24 21 40 44 31 119336 36 22 21 leaf_count=14717 51 21 28 24 21 40 44 31 119336 36 22 21 internal_value=0 0.222043 0.000726259 0.00081671 -0.203025 0.0010051 0.000909903 0.000821541 0.000922166 -0.107402 -0.0716819 -0.0922963 internal_weight=0 72 134320 134292 124 134168 134128 134084 134053 103 67 43 internal_count=134392 72 134320 134292 124 134168 134128 134084 134053 103 67 43 cat_boundaries=0 6 cat_threshold=1343488 262402 33837316 164167680 167944769 23142401 is_linear=0 shrinkage=0.01 Tree=803 num_leaves=13 num_cat=0 split_feature=3 4 7 6 7 22 9 9 1 3 3 1 split_gain=217558 32117.1 33517.5 113633 31014.8 30058.4 28000.9 226430 66808.4 241635 60201.3 37852.9 threshold=1048.2900000000002 1048.2900000000002 650.90000000000009 61.215000000000011 783.48000000000013 426.40000000000003 164.68524000000002 158.04750000000004 133.53660000000005 232.66575000000003 166.42500000000004 260.88220000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 -4 6 7 11 9 -8 -10 -1 right_child=-2 -3 3 -5 -6 -7 8 -9 10 -11 -12 -13 leaf_value=0.00059126083796070942 -0.75570765545493668 0.29563324735776803 0.728144794810902 -0.44178162002563476 0.25156493382321465 0.38849524784088135 -0.079278588465520369 0.90027272224426269 -0.13372682726061022 0.89053400940365268 -0.78522582841956101 0.08900564020246636 leaf_weight=133088 38 37 22 20 36 20 530 28 37 27 23 486 leaf_count=133088 38 37 22 20 36 20 530 28 37 27 23 486 internal_value=0 0.00105037 0.000969219 0.208204 0.432337 0.000848805 0.000791041 0.00110144 -0.0664203 -0.0322679 -0.383468 0.000912951 internal_weight=0 134354 134317 78 58 134239 134219 133602 617 557 60 133574 internal_count=134392 134354 134317 78 58 134239 134219 133602 617 557 60 133574 is_linear=0 shrinkage=0.01 Tree=804 num_leaves=14 num_cat=0 split_feature=3 4 7 5 22 2 3 5 2 6 0 16 7 split_gain=213228 31478 32850.5 131350 29460.3 28151.3 304749 308640 175977 32914 118624 29338.6 26960.7 threshold=1048.2900000000002 1048.2900000000002 650.90000000000009 3.2160235000000004 426.40000000000003 272.73498000000006 11.163000000000002 10.590800000000002 1048.2900000000002 279.86700000000002 213.3887 785.7867500000001 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 12 5 9 8 -8 -7 11 -11 -1 -4 right_child=-2 -3 3 -5 -6 6 7 -9 -10 10 -12 -13 -14 leaf_value=0.00083320762441595284 -0.74815055546007658 0.29267693799895211 0.73995589846656429 -0.46995325406392419 0.3846103038787842 0.027924540763029634 1.0449103769234249 -0.33097223655037261 -0.73569498264428346 -0.046425355387362019 -0.77450811703999833 -0.34176943328380588 0.28909543883158928 leaf_weight=133374 38 37 21 21 20 353 56 23 33 331 24 25 36 leaf_count=133374 38 37 21 21 20 353 56 23 33 331 24 25 36 internal_value=0 0.00103986 0.000959527 0.206122 0.000840317 0.000783131 0.078456 0.644337 -0.037359 0.000513099 -0.0956479 0.000769001 0.455202 internal_weight=0 134354 134317 78 134239 134219 465 79 386 133754 355 133399 57 internal_count=134392 134354 134317 78 134239 134219 465 79 386 133754 355 133399 57 is_linear=0 shrinkage=0.01 Tree=805 num_leaves=21 num_cat=4 split_feature=9 7 0 4 2 24 1 4 25 24 11 25 0 26 26 4 4 9 7 26 split_gain=89477.4 43082.3 49455.3 446446 133894 79000.2 69706.4 45233.6 41115 195446 50962.4 39168.8 24785.9 24250.9 11974.5 3110.96 3057.39 2355.26 166.519 0.746353 threshold=797.90800000000002 783.48000000000013 292.11750000000001 242.64500000000001 139.99850000000004 0 2.2125000000000004 543.53000000000009 1 2 756.4475000000001 3 782.62500000000011 2022.5000000000002 2022.5000000000002 779.31175000000019 779.31175000000019 1037.4750000000001 1042.2668000000001 2022.5000000000002 decision_type=2 2 2 2 2 1 2 2 9 1 2 9 2 2 2 2 2 2 2 2 left_child=1 2 7 4 5 12 -7 8 9 19 11 -10 -4 -11 16 -16 -9 -2 -3 -1 right_child=17 18 3 -5 -6 6 -8 14 10 13 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 leaf_value=0.47182493959154398 -0.35613118917060399 -0.25313469552993773 0.16191469275951384 1.5276851413363504 0.60538955030325603 -0.031094141123938736 -0.44060392601149423 -0.13763200895539646 -0.043471891279295675 0.01921810868498567 0.4056004339648831 0.00077067046210355171 0.55550328397750859 -0.22790327551888256 -0.33985853718753367 -0.20999215350701261 0.020803283566520329 -0.49482016019821168 -0.28673926805627759 0.47348869048632114 leaf_weight=56 24 30 80 21 38 274 49 29 2022 77 31 131398 20 82 35 39 21 25 29 52 leaf_count=56 24 30 80 21 38 274 49 29 2022 77 31 131398 20 82 35 39 21 25 29 52 internal_value=0 0.00051225 0.000630916 0.101743 0.0367867 -0.0142935 -0.0904186 0.000266786 0.000443817 0.122149 0.000191149 9.69673e-05 0.218757 -0.101824 -0.190639 -0.271415 -0.0710892 -0.426891 -0.269652 0.432573 internal_weight=0 134383 134324 482 461 423 323 133842 133718 267 133451 133420 100 159 124 74 50 49 59 108 internal_count=134432 134383 134324 482 461 423 323 133842 133718 267 133451 133420 100 159 124 74 50 49 59 108 cat_boundaries=0 1 6 7 13 cat_threshold=832 0 262144 4 65536 139328 3236 262144 1024 8400896 273186816 514 4391040 is_linear=0 shrinkage=0.01 Tree=806 num_leaves=21 num_cat=3 split_feature=9 5 0 4 5 24 5 4 25 24 11 1 26 26 5 4 26 9 26 26 split_gain=87696.7 54822.8 46803.7 362236 133899 94871.7 46313.8 43220.1 34924.9 183303 47227.9 45480.6 33323.2 23295.7 18966 5075.37 3248.34 2308.39 1699.65 478.429 threshold=797.90800000000002 1066.3056000000001 292.11750000000001 242.64500000000001 172.35100000000003 0 16.747500000000006 543.53000000000009 1 2 756.4475000000001 1066.3056000000001 2022.5000000000002 2022.5000000000002 8.0855000000000015 779.31175000000019 2022.5000000000002 1037.4750000000001 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 1 2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 5 12 -7 8 9 19 11 -10 -4 -11 15 18 -17 -2 -9 -1 right_child=17 -3 3 -5 -6 6 -8 14 10 13 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 leaf_value=0.46710671211991994 -0.35256987549364566 -0.426929136912028 0.073552606284618377 1.3233929762632952 0.76516944261888664 -0.074493084547728516 -0.57296258878707895 -0.14329051119309885 6.8342768038649026e-06 0.014198166488052964 0.38431111723184586 0.38941145626703899 0.37586047862892719 -0.22730002439165692 -0.45162600961598487 0.041387230634689333 -0.1210713410936296 -0.4898719605445862 -0.25771787136793139 0.42538961428183092 leaf_weight=56 24 30 80 23 24 274 20 27 133407 77 32 30 67 83 22 20 32 25 25 54 leaf_count=56 24 30 80 23 24 274 20 27 133407 77 32 30 67 83 22 20 32 25 25 54 internal_value=0 0.000507096 0.000602539 0.0983578 0.0377647 -0.00182199 -0.104837 0.000246176 0.000420583 0.111987 0.000186487 9.43822e-05 0.197878 -0.104545 -0.184874 -0.128445 -0.0585873 -0.422622 -0.198304 0.409408 internal_weight=0 134383 134353 488 465 441 294 133865 133739 270 133469 133437 147 160 126 104 52 49 52 110 internal_count=134432 134383 134353 488 465 441 294 133865 133739 270 133469 133437 147 160 126 104 52 49 52 110 cat_boundaries=0 1 6 7 cat_threshold=2370 0 262144 4 65536 139328 3236 is_linear=0 shrinkage=0.01 Tree=807 num_leaves=17 num_cat=3 split_feature=9 5 0 4 5 24 3 3 4 25 24 1 26 5 4 9 split_gain=85951.6 53731.8 45872.3 355028 131235 92983.8 69090.3 54217.2 42854.1 44908 160792 57888.3 32660 24608.9 4282.58 2262.45 threshold=797.90800000000002 1066.3056000000001 292.11750000000001 242.64500000000001 172.35100000000003 0 35.375000000000007 1048.2900000000002 543.53000000000009 1 2 1066.3056000000001 2022.5000000000002 8.0855000000000015 779.31175000000019 1037.4750000000001 decision_type=2 2 2 2 2 1 2 2 2 9 1 2 2 2 2 2 left_child=1 2 7 4 5 12 -7 8 9 10 -1 -11 -4 14 -10 -2 right_child=15 -3 3 -5 -6 6 -8 -9 13 11 -12 -13 -14 -15 -16 -17 leaf_value=0.40531437696019806 -0.34904417763153711 -0.42265985298156739 0.072817083239555366 1.3101590766077456 0.75751775701840718 -0.055641987201842394 -0.56207231171925864 -0.39328631973266603 -0.18697019733634651 0.00015777288651090072 -0.079406188762116581 0.44698901521748513 0.37210188143288908 -0.49746246530896143 -0.05800140171096875 -0.48497323455810548 leaf_weight=110 24 30 80 23 24 264 30 35 51 133410 157 29 67 21 52 25 leaf_count=110 24 30 80 23 24 264 30 35 51 133410 157 29 67 21 52 25 internal_value=0 0.000502025 0.000596514 0.0973742 0.037387 -0.00180377 -0.103788 0.000243714 0.000346632 0.00051896 0.127714 0.000254863 0.195899 -0.18547 -0.12186 -0.418396 internal_weight=0 134383 134353 488 465 441 294 133865 133830 133706 267 133439 147 124 103 49 internal_count=134432 134383 134353 488 465 441 294 133865 133830 133706 267 133439 147 124 103 49 cat_boundaries=0 1 6 7 cat_threshold=2370 0 262144 4 65536 139328 3236 is_linear=0 shrinkage=0.01 Tree=808 num_leaves=13 num_cat=3 split_feature=9 5 7 4 9 25 24 2 25 11 9 7 split_gain=84241.2 52662.6 42376.3 43630.7 38906.9 238446 582961 192775 46154.3 34881.8 2217.43 157.921 threshold=797.90800000000002 1066.3056000000001 783.48000000000013 1048.2900000000002 9.0802500000000013 0 1 1048.2900000000002 2 756.4475000000001 1037.4750000000001 1042.2668000000001 decision_type=2 2 2 2 2 9 1 2 9 2 2 2 left_child=1 2 3 4 7 6 -6 9 -7 -1 -2 -4 right_child=10 -3 11 -5 5 8 -8 -9 -10 -11 -12 -13 leaf_value=-0.00027814514072289171 -0.34555374103287856 -0.41843324796358744 -0.2537104776700338 0.364275649090608 0.72105016771569308 0.040910699614674403 -0.029913709657973256 -0.75328225023606254 -0.025586740232478838 0.3407492100397746 -0.48012350502014162 -0.28673174330166407 leaf_weight=129590 24 30 30 33 156 1955 280 34 2217 30 25 28 leaf_count=129590 24 30 30 33 156 1955 280 34 2217 30 25 28 internal_value=0 0.000497247 0.000590791 0.000707505 0.000618144 0.0291726 0.248922 -0.000396702 0.00559729 -0.000199216 -0.414212 -0.269652 internal_weight=0 134383 134353 134295 134262 4608 436 129654 4172 129620 49 58 internal_count=134432 134383 134353 134295 134262 4608 436 129654 4172 129620 49 58 cat_boundaries=0 4 5 11 cat_threshold=33587200 536870912 0 4194304 2067 96470528 33686304 538969088 2147614725 16781312 805306368 is_linear=0 shrinkage=0.01 Tree=809 num_leaves=10 num_cat=1 split_feature=9 5 7 3 4 18 25 9 7 split_gain=82565.1 51614.7 41533.2 64193 42788.1 34815.4 33507.7 2173.3 154.778 threshold=797.90800000000002 1066.3056000000001 783.48000000000013 1048.2900000000002 1048.2900000000002 751.80750000000012 0 1037.4750000000001 1042.2668000000001 decision_type=2 2 2 2 2 2 9 2 2 left_child=1 2 3 4 5 6 -1 -2 -4 right_child=7 -3 8 -5 -6 -7 -8 -9 -10 leaf_value=0.10411871047648587 -0.34209820716331402 -0.41424892290433252 -0.25117337465286255 0.44169591383500534 0.36063289403915405 0.40764220918927879 0.0001995012230820285 -0.47532228507995605 -0.2838644220147814 leaf_weight=301 24 30 30 33 33 21 133907 25 28 leaf_count=301 24 30 30 33 33 21 133907 25 28 internal_value=0 0.0004928 0.000585409 0.000700956 0.000592565 0.000504049 0.000440343 -0.41007 -0.266955 internal_weight=0 134383 134353 134295 134262 134229 134208 49 58 internal_count=134432 134383 134353 134295 134262 134229 134208 49 58 cat_boundaries=0 5 cat_threshold=2147483648 262144 4 0 139328 is_linear=0 shrinkage=0.01 Tree=810 num_leaves=14 num_cat=3 split_feature=25 1 3 9 24 26 4 25 2 2 0 26 26 split_gain=69837.2 61841.4 72846.1 56041.9 52191.1 75136.6 35347.5 37356 96684.8 49420.7 13659.3 6682.67 849.789 threshold=0 789.60480000000007 1048.2900000000002 1037.4750000000001 1 2022.5000000000002 1048.2900000000002 2 293.03820000000002 783.48000000000013 60.461000000000006 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 1 2 2 9 2 2 2 2 2 left_child=4 2 3 6 5 -1 7 8 -2 -9 11 -3 -6 right_child=1 10 -4 -5 12 -7 -8 9 -10 -11 -12 -13 -14 leaf_value=-0.25672418238981715 0.012793355682882883 -0.51286439418792729 0.51006562777927944 0.49352610733198082 -0.26662073380068729 0.26633012634620334 -0.31788791091101515 -0.0017074886688498397 0.25783219590508866 -0.37227582136789955 -0.083870335987636033 -0.27886080485123854 -0.31317463583416411 leaf_weight=53 13277 23 28 23 76 57 35 120376 163 36 21 26 81 leaf_count=53 13277 23 28 23 76 57 35 120376 163 36 21 26 81 internal_value=0 -9.96824e-05 5.56101e-05 -5.10308e-05 -0.159047 0.0131203 -0.000135821 -5.2734e-05 0.0157535 -0.00181813 -0.297251 -0.388699 -0.273235 internal_weight=0 134008 133938 133910 267 110 133887 133852 13440 120412 70 49 157 internal_count=134275 134008 133938 133910 267 110 133887 133852 13440 120412 70 49 157 cat_boundaries=0 5 6 12 cat_threshold=0 1 0 65536 8256 1417 5275648 1443090 12356 558661632 138559490 18948241 is_linear=0 shrinkage=0.01 Tree=811 num_leaves=14 num_cat=3 split_feature=25 1 3 9 24 26 4 25 18 2 0 26 26 split_gain=68447.4 60610.7 71396.5 54926.6 51152.5 73641.4 34644.1 36612.6 105437 48437.3 13387.5 6549.69 832.878 threshold=0 789.60480000000007 1048.2900000000002 1037.4750000000001 1 2022.5000000000002 1048.2900000000002 2 342.98550000000006 783.48000000000013 60.461000000000006 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 1 2 2 9 2 2 2 2 2 left_child=4 2 3 6 5 -1 7 8 -2 -9 11 -3 -6 right_child=1 10 -4 -5 12 -7 -8 9 -10 -11 -12 -13 -14 leaf_value=-0.25415693993838329 0.014239203055133057 -0.50773575274840643 0.50496499470302036 0.4885908396347709 -0.26395452634284372 0.26366681900725031 -0.31470903835977826 -0.0016904138353956444 0.58893618853762753 -0.3685530556572808 -0.083031630743117563 -0.27607219934463501 -0.31004289094312693 leaf_weight=53 13408 23 28 23 76 57 35 120376 32 36 21 26 81 leaf_count=53 13408 23 28 23 76 57 35 120376 32 36 21 26 81 internal_value=0 -9.86856e-05 5.5054e-05 -5.05205e-05 -0.157456 0.0129891 -0.000134463 -5.22067e-05 0.0155959 -0.00179995 -0.294278 -0.384812 -0.270503 internal_weight=0 134008 133938 133910 267 110 133887 133852 13440 120412 70 49 157 internal_count=134275 134008 133938 133910 267 110 133887 133852 13440 120412 70 49 157 cat_boundaries=0 5 6 12 cat_threshold=0 1 0 65536 8256 1417 5275648 1443090 12356 558661632 138559490 18948241 is_linear=0 shrinkage=0.01 Tree=812 num_leaves=14 num_cat=3 split_feature=25 1 3 9 24 26 4 25 18 3 0 26 26 split_gain=67085.3 59404.6 69975.6 53833.6 50134.6 72175.9 33954.6 35884 103339 37725.8 13121.1 6419.35 816.304 threshold=0 789.60480000000007 1048.2900000000002 1037.4750000000001 1 2022.5000000000002 1048.2900000000002 2 342.98550000000006 255.16525000000004 60.461000000000006 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 1 2 2 9 2 2 2 2 2 left_child=4 2 3 6 5 -1 7 8 -2 -9 11 -3 -6 right_child=1 10 -4 -5 12 -7 -8 9 -10 -11 -12 -13 -14 leaf_value=-0.2516153694998543 0.014096811119775978 -0.50265839462694917 0.49991524832589285 0.48370491380276892 -0.26131498021514793 0.26103015108720251 -0.31156194284984046 -0.0015267833830910377 0.58304679375141866 -0.12449710427485407 -0.08220132055736723 -0.27331148165922897 -0.30694246265623309 leaf_weight=53 13408 23 28 23 76 57 35 120162 32 250 21 26 81 leaf_count=53 13408 23 28 23 76 57 35 120162 32 250 21 26 81 internal_value=0 -9.76986e-05 5.45035e-05 -5.00152e-05 -0.155881 0.0128592 -0.000133118 -5.16845e-05 0.01544 -0.00178195 -0.291335 -0.380964 -0.267798 internal_weight=0 134008 133938 133910 267 110 133887 133852 13440 120412 70 49 157 internal_count=134275 134008 133938 133910 267 110 133887 133852 13440 120412 70 49 157 cat_boundaries=0 5 6 12 cat_threshold=0 1 0 65536 8256 1417 5275648 1443090 12356 558661632 138559490 18948241 is_linear=0 shrinkage=0.01 Tree=813 num_leaves=11 num_cat=2 split_feature=25 9 24 26 3 4 18 2 2 26 split_gain=65750.3 52772.7 49136.9 70739.6 40850.4 35131.3 33807.3 32716.8 43174.4 800.06 threshold=0 1037.4750000000001 1 2022.5000000000002 1048.2900000000002 1048.2900000000002 678.28640000000007 1048.2900000000002 272.73498000000006 2022.5000000000002 decision_type=9 2 1 2 2 2 2 2 2 2 left_child=2 4 3 -1 5 6 7 8 -2 -4 right_child=1 -3 9 -5 -6 -7 -8 -9 -10 -11 leaf_value=-0.24909921722592049 -0.00048959574734179837 0.47886790026789128 -0.25870183201212632 0.2584198367438818 0.36878913497924809 -0.31260858711269168 0.36752354736328124 -0.31995802983641625 0.10069874123055884 -0.30387303826249679 leaf_weight=53 133439 23 76 57 30 36 25 32 423 81 leaf_count=53 133439 23 76 57 30 36 25 32 423 81 internal_value=0 -9.67216e-05 -0.154323 0.0127306 -0.000178948 -0.000261581 -0.000177616 -0.000246271 -0.000169844 -0.26512 internal_weight=0 134008 267 110 133985 133955 133919 133894 133862 157 internal_count=134275 134008 267 110 133985 133955 133919 133894 133862 157 cat_boundaries=0 5 6 cat_threshold=0 1 0 65536 8256 1417 is_linear=0 shrinkage=0.01 Tree=814 num_leaves=14 num_cat=2 split_feature=1 25 3 5 24 7 3 2 2 4 7 0 1 split_gain=65500.2 60176.8 67564.4 52192.5 45956.9 39146.2 34380.3 198113 93227.2 31333.5 73451.5 14052.5 2132.71 threshold=789.60480000000007 0 1048.2900000000002 1066.3056000000001 1 650.90000000000009 77.170100000000005 482.16800000000006 1048.2900000000002 5.6142500000000011 783.48000000000013 60.461000000000006 1066.3056000000001 decision_type=2 9 2 2 1 2 2 2 2 2 2 2 2 left_child=1 4 3 5 -1 6 8 -8 -3 10 -7 12 -2 right_child=11 2 -4 -5 -6 9 7 -9 -10 -11 -12 -13 -14 leaf_value=0.012603305950760842 -0.32400153251794672 -0.00071885290655994806 0.49122827393668039 0.43164972705500471 -0.25698045173796213 0.83007599163055423 0.032119286101563969 0.98731378110972312 -0.56776723763038373 -0.1217802551984787 0.087858850136399269 -0.081545571372622541 -0.45208540916442874 leaf_weight=110 26 132084 28 28 154 20 1667 22 29 20 40 21 26 leaf_count=110 26 132084 28 28 154 20 1667 22 29 20 40 21 26 internal_value=0 -0.00024785 5.50243e-05 -4.76738e-05 -0.148293 -0.000137959 -0.000270179 0.0445611 -0.000843325 0.221003 0.335265 -0.299873 -0.388043 internal_weight=0 134202 133938 133910 264 133882 133802 1689 132113 80 60 73 52 internal_count=134275 134202 133938 133910 264 133882 133802 1689 132113 80 60 73 52 cat_boundaries=0 5 6 cat_threshold=0 1 0 65536 8256 1417 is_linear=0 shrinkage=0.01 Tree=815 num_leaves=12 num_cat=1 split_feature=1 25 3 0 2 5 0 1 26 26 26 split_gain=83324.4 74532 85232 59314.3 38580.3 36160 26220.9 5676.19 7528 3007.63 1160.24 threshold=789.60480000000007 0 1048.2900000000002 1083.9006000000002 783.48000000000013 1066.3056000000001 243.58000000000001 1066.3056000000001 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 left_child=1 10 3 4 5 6 -3 8 -2 -6 -1 right_child=7 2 -4 -5 9 -7 -8 -9 -10 -11 -12 leaf_value=-0.2182068249102562 -0.3668703519821167 0.00031812137800357922 0.49365160533360075 -0.38981796802618568 0.13730606079101562 0.40548310084776445 -0.068498072695362261 -0.42238196232739617 -0.10657826685905457 0.27592311333636849 -0.27823227636849701 leaf_weight=62 25 133218 35 39 23 22 556 34 20 49 67 leaf_count=62 25 133218 35 39 23 22 556 34 20 49 67 internal_value=0 -1.50677e-06 0.000238655 0.000109707 0.000223306 9.87712e-05 3.21031e-05 -0.324865 -0.251185 0.231643 -0.231442 internal_weight=0 134071 133942 133907 133868 133796 133774 79 45 72 129 internal_count=134150 134071 133942 133907 133868 133796 133774 79 45 72 129 cat_boundaries=0 3 cat_threshold=0 2 4 is_linear=0 shrinkage=0.01 Tree=816 num_leaves=14 num_cat=0 split_feature=0 4 3 12 2 17 12 7 2 12 2 23 26 split_gain=73877.1 43296 66311.6 25818.8 95758.4 81826.2 75750.9 194512 54636.7 32272.3 27881.5 18668.4 12295.1 threshold=1083.9006000000002 1048.2900000000002 1048.2900000000002 205.70000000000002 126.84510000000002 78.951250000000016 146.48150000000001 104.05000000000001 783.48000000000013 189.36750000000004 5.0080000000000009 248.55000000000004 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 10 8 9 11 -8 -5 -1 -10 right_child=-2 -3 -4 4 -6 -7 7 -9 12 -11 -12 -13 -14 leaf_value=-0.00031833082143795392 -0.4195269616444906 -0.35172772777612721 0.42331843298834726 -0.10348983926300345 -0.56568504797445762 0.50908455555255605 0.00065214819493501081 1.1108934861137754 0.093552654647827152 0.33353718488644335 0.22695115872791835 0.30522364425659182 0.36704028944174449 leaf_weight=133387 42 35 37 290 37 26 115 21 25 39 28 20 48 leaf_count=133387 42 35 37 290 37 26 115 21 25 39 28 20 48 internal_value=0 -5.95603e-05 3.22433e-05 -8.46029e-05 -0.0822876 -0.0302943 0.000149727 0.208067 -0.000122865 0.0849542 -0.0743944 -0.000272525 0.27338 internal_weight=0 134108 134073 134036 381 344 133655 175 133480 154 318 133407 73 internal_count=134150 134108 134073 134036 381 344 133655 175 133480 154 318 133407 73 is_linear=0 shrinkage=0.01 Tree=817 num_leaves=16 num_cat=3 split_feature=25 0 3 26 3 3 9 2 25 24 9 2 3 26 26 split_gain=75385.7 68558.1 63928 37702.4 40098.4 33385.7 96948.6 39982 27729.8 50784.5 38919.9 18224.9 7506.73 6662.72 804.219 threshold=0 1083.9006000000002 782.62500000000011 2022.5000000000002 1048.2900000000002 442.27000000000004 53.721950000000007 783.48000000000013 1 2 797.90800000000002 48.760000000000012 650.90000000000009 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 9 1 2 2 2 2 2 left_child=14 2 5 -4 -5 7 11 8 9 -2 -10 12 -7 -9 -1 right_child=1 -3 3 4 -6 6 -8 13 10 -11 -12 -13 -14 -15 -16 leaf_value=-0.22140461839735509 0.049879409449315591 -0.40880073779966775 -0.055407217570713589 0.11672046388898577 0.69049295293873758 0.064839140428105985 -0.79724203705787655 0.10628888765970866 -0.0012604544298756631 0.00028661925469944752 0.40147701468318703 -0.27033041579969996 -0.13234355012957866 0.31260750643412272 -0.27061971847561822 leaf_weight=64 3077 41 21 21 29 75 20 24 124338 6247 24 29 26 45 69 leaf_count=64 3077 41 21 21 29 75 20 24 124338 6247 24 29 26 45 69 internal_value=0 5.58923e-05 0.000181017 0.300167 0.449509 2.19561e-05 -0.149083 0.00018917 6.49595e-05 0.0166886 -0.00118264 -0.049366 0.0140792 0.240845 -0.229669 internal_weight=0 134017 133976 71 50 133905 150 133755 133686 9324 124362 130 101 69 133 internal_count=134150 134017 133976 71 50 133905 150 133755 133686 9324 124362 130 101 69 133 cat_boundaries=0 3 9 10 cat_threshold=0 2 4 2147745792 2490369 33841169 1237942400 167911488 18948144 1073 is_linear=0 shrinkage=0.01 Tree=818 num_leaves=12 num_cat=1 split_feature=1 25 3 0 2 9 11 1 26 26 26 split_gain=81436.5 71622.8 80386.2 55666.9 36322 37205.9 29345.5 5546.32 7438.89 2788.32 1124.85 threshold=789.60480000000007 0 1048.2900000000002 1083.9006000000002 783.48000000000013 1037.4750000000001 174.97500000000002 1066.3056000000001 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 left_child=1 10 3 4 5 6 -3 8 -2 -6 -1 right_child=7 2 -4 -5 9 -7 -8 -9 -10 -11 -12 leaf_value=-0.21376670268274123 -0.36332653198242187 0.0003157113523590272 0.47941894422258652 -0.37763650356194911 0.13393458490786345 0.4313806495666504 -0.078673402019204197 -0.41755509488722858 -0.10457948553562166 0.26740205842621473 -0.2728696417452684 leaf_weight=62 25 133304 35 39 23 20 472 34 20 49 67 leaf_count=62 25 133304 35 39 23 20 472 34 20 49 67 internal_value=0 2.07791e-06 0.000237506 0.000112277 0.000222328 0.000101493 3.70152e-05 -0.32116 -0.248328 0.224767 -0.226876 internal_weight=0 134071 133942 133907 133868 133796 133776 79 45 72 129 internal_count=134150 134071 133942 133907 133868 133796 133776 79 45 72 129 cat_boundaries=0 3 cat_threshold=0 2 4 is_linear=0 shrinkage=0.01 Tree=819 num_leaves=14 num_cat=0 split_feature=1 0 3 1 2 11 2 12 16 0 12 1 1 split_gain=79816 54307.3 50924.3 36284.4 104993 32844.5 84880.6 54242.8 24292.2 22508.9 21782 10755.1 5435.95 threshold=789.60480000000007 1083.9006000000002 1048.2900000000002 438.37500000000006 171.81400000000002 161.08000000000004 150.48552500000002 171.46200000000002 785.7867500000001 126.55500000000002 299.28500000000003 543.20000000000016 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 9 8 7 -7 10 11 -1 -5 -2 right_child=12 -3 -4 4 -6 6 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.00035676157500432848 -0.24584457005394827 -0.36388858097355536 0.37616987334357371 -0.099843400305715091 0.82792668676376335 -0.075463120842770001 -0.55427487891060967 0.30833010828495028 -0.31797210941712062 0.33320864478747048 -0.10651018507505587 0.091124062776565554 -0.41337954254711379 leaf_weight=133078 45 41 36 58 20 464 35 40 24 24 191 60 34 leaf_count=133078 45 41 36 58 20 464 35 40 24 24 191 60 34 internal_value=0 2.05703e-06 0.000113372 1.23372e-05 0.149581 -0.000168711 -0.0780729 -0.0450033 0.000146312 0.054039 0.000203601 -0.0027413 -0.317948 internal_weight=0 134071 134030 133994 162 133832 539 504 133293 142 133269 118 79 internal_count=134150 134071 134030 133994 162 133832 539 504 133293 142 133269 118 79 is_linear=0 shrinkage=0.01 Tree=820 num_leaves=45 num_cat=10 split_feature=0 24 9 25 26 0 25 0 4 1 26 6 0 12 25 24 1 0 24 6 25 19 20 1 2 2 12 18 25 1 10 25 0 25 26 26 0 8 0 0 26 26 0 0 split_gain=52077.7 247819 860003 287017 275128 311823 101232 95801.5 213150 162067 114216 109295 78718.4 64879.8 50368 179185 47275.9 37492.2 32955.7 32489.9 30719 55707 43896.1 39618.6 84042.7 57544 40490.4 32610.5 28889.9 32204.9 31487.8 26907 50512.8 24795.6 22849.4 22586.5 19372.2 15796.3 10326.4 9329.73 6717.39 1965.37 1499.68 523.673 threshold=24.018750000000004 0 104.05000000000001 1 2022.5000000000002 73.217700000000022 2 292.11750000000001 78.331000000000003 73.725000000000009 2022.5000000000002 261.34101500000003 478.01250000000005 48.14950000000001 3 4 1066.3056000000001 362.49400000000003 5 131.59500000000003 6 263.21000000000009 211.67500000000004 336.69250000000005 783.48000000000013 6.2950000000000008 267.94550000000004 374.62500000000006 7 213.87530000000001 10.846470000000002 8 166.14750000000004 9 2022.5000000000002 2022.5000000000002 161.35500000000005 25.545000000000005 1083.9006000000002 782.62500000000011 2022.5000000000002 2022.5000000000002 84.052500000000009 539.75000000000011 decision_type=2 1 2 9 2 2 9 2 2 2 2 2 2 2 9 1 2 2 1 2 9 2 2 2 2 2 2 2 9 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 left_child=14 2 3 4 42 -6 7 11 9 10 -9 31 19 17 15 41 20 33 34 28 21 22 27 24 26 35 -22 -16 30 -30 -8 36 -33 -5 -17 -25 -3 -21 39 43 -20 -1 -2 -14 right_child=1 6 -4 13 5 -7 12 8 -10 -11 -12 -13 38 -15 16 18 -18 -19 40 37 23 -23 -24 25 -26 -27 -28 -29 29 -31 -32 32 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 leaf_value=0.50222074274156914 0.042092855754105943 0.019614761944866374 2.2557815351486208 0.16952452597238363 0.53948597091894879 2.0075797917013585 -0.09475469227304574 -0.038526426764095532 1.1053425963719685 -0.56093154785809696 0.61288178277643102 0.72233784012172542 -0.2775162514396336 0.60553516149520881 -0.017172090129777037 0.20817322554190956 0.42566831698784463 -0.29590053852866677 -0.26978100679358658 -0.12897164916290957 0.00059897571929590178 0.51230979084968564 0.44099571747439248 0.2220444799569937 -0.48243434561623466 0.66041631257534028 0.16723688715226845 0.37720156533377514 -0.0044072632999824623 0.30235828971862794 0.3090170476436615 0.068705351748990631 0.51661893647026136 0.0050249325404775899 -0.072691341638565068 -0.034253940157694361 -0.096412272628679963 -0.47286233446814796 -0.4661533260345459 -0.082664632129669194 -0.11075062135170245 0.41897314206609187 0.14942081737518312 -0.33929854736608617 leaf_weight=61 23 908 20 114 39 23 563 51 27 27 57 23 23 20 13451 60 26 34 49 34 115473 20 21 65 36 20 146 21 1540 35 20 373 27 366 56 73 171 22 28 25 58 53 30 34 leaf_count=61 23 908 20 114 39 23 563 51 27 27 57 23 23 20 13451 60 26 34 49 34 115473 20 21 65 36 20 146 21 1540 35 20 373 27 366 56 73 171 22 28 25 58 53 30 34 internal_value=0 0.0336538 0.210223 0.150425 0.58132 1.0841 0.00349791 0.0628326 0.29425 0.132032 0.305272 0.0382911 -0.0390733 0.0458833 -0.000381783 0.119936 -0.000704464 0.0249996 -0.0481679 -0.0262688 -0.000790238 -0.0150524 -0.0158452 0.000875087 0.000658981 0.159118 0.000809401 -0.0165573 -0.0200979 0.00239455 -0.0795389 0.0276535 0.0965264 0.04773 0.0668228 0.0864663 0.00121552 -0.264072 -0.300345 -0.243727 -0.167887 0.426137 0.102845 -0.314369 internal_weight=0 4657 669 649 115 62 3988 1664 162 135 108 1502 2324 534 129689 337 129352 514 223 2214 129326 13513 13493 115813 115655 158 115619 13472 2158 1575 583 1479 400 480 116 138 1079 56 110 82 107 114 53 57 internal_count=134346 4657 669 649 115 62 3988 1664 162 135 108 1502 2324 534 129689 337 129352 514 223 2214 129326 13513 13493 115813 115655 158 115619 13472 2158 1575 583 1479 400 480 116 138 1079 56 110 82 107 114 53 57 cat_boundaries=0 1 7 13 18 19 20 26 32 37 40 cat_threshold=18 570425344 0 1024 0 1 268435456 276857856 269619744 675288064 131104 17105152 64 0 262144 4 65536 33693696 1076 2690 3355607104 25870352 2197868736 524296 1073774724 20972548 39846020 2432 2320 2420122116 16384 536870928 268469248 268570624 5120 0 16842752 32768 4096 16384 is_linear=0 shrinkage=0.01 Tree=821 num_leaves=15 num_cat=5 split_feature=3 13 25 24 0 24 25 9 5 8 25 1 9 3 split_gain=63060.6 46274.5 48173.3 243415 44909.6 166742 424425 273473 113407 103307 79002.3 50533.3 45366.7 33104.6 threshold=1048.2900000000002 956.61000000000013 0 1 24.018750000000004 2 3 3.2830000000000008 483.07500000000005 26.407500000000002 4 1066.3056000000001 1037.4750000000001 400.30000000000007 decision_type=2 2 9 1 2 1 9 2 2 2 9 2 2 2 left_child=1 2 3 -1 11 6 7 -6 10 -8 -7 12 13 -4 right_child=-2 -3 4 -5 5 8 9 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.50171199887722462 0.4314006356632008 0.48165714621543887 -0.00059535321442217117 -0.082961844906066229 0.53460009649469709 0.052418800429825767 0.021285168669585672 1.8144946371912958 0.75722893738746655 0.65576331606617688 -0.037396274116848482 0.44877533760070804 -0.43559306671222053 -0.13982561105306734 leaf_weight=101 34 20 129138 196 101 1745 518 20 20 27 2206 25 24 171 leaf_count=101 34 20 129138 196 101 1745 518 20 20 27 2206 25 24 171 internal_value=0 0.000681179 0.000609548 0.125733 0.000322805 0.0309004 0.176059 0.689195 0.00609632 0.0517682 0.0023095 -0.000773263 -0.00086016 -0.000779473 internal_weight=0 134312 134292 297 133995 4637 666 121 3971 545 3951 129358 129333 129309 internal_count=134346 134312 134292 297 133995 4637 666 121 3971 545 3951 129358 129333 129309 cat_boundaries=0 5 6 7 13 19 cat_threshold=0 262146 4 65536 139264 3108 18 570425344 0 1024 0 1 268435456 293700608 806490656 675288064 131104 17105152 64 is_linear=0 shrinkage=0.01 Tree=822 num_leaves=12 num_cat=3 split_feature=3 25 24 2 10 18 25 1 2 26 26 split_gain=61805.6 45010.5 242515 36908.2 34167.8 28470.3 25664.4 72399 69670.5 6396.48 615.04 threshold=1048.2900000000002 0 1 1048.2900000000002 950.63250000000005 678.28640000000007 2 1066.3056000000001 272.73498000000006 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 2 2 9 2 2 2 2 left_child=1 2 9 4 5 6 8 -8 -3 -1 -4 right_child=-2 3 10 -5 -6 -7 7 -9 -10 -11 -12 leaf_value=0.47359010397304191 0.42708659564747531 0.0084178892784017335 -0.071530682917722729 0.32982934418846582 0.41360911083221441 0.33112887565906235 -0.0019235450834294398 0.54737405002117157 0.22756348969185192 0.63338799689127057 -0.10678706972905905 leaf_weight=55 34 22821 97 34 20 26 110942 24 146 46 101 leaf_count=55 34 22821 97 34 20 26 110942 24 146 46 101 internal_value=0 0.00067469 0.121228 0.000396646 0.000313075 0.00025137 0.000187138 -0.00180458 0.00980672 0.497147 -0.0852114 internal_weight=0 134312 299 134013 133979 133959 133933 110966 22967 101 198 internal_count=134346 134312 299 134013 133979 133959 133933 110966 22967 101 198 cat_boundaries=0 5 6 12 cat_threshold=0 262146 4 65536 139264 3108 5242880 1054977 134481152 947945600 54526531 90801 is_linear=0 shrinkage=0.01 Tree=823 num_leaves=18 num_cat=5 split_feature=3 13 25 24 26 0 24 25 26 8 25 11 0 1 9 3 26 split_gain=60575.6 45341.8 46391.7 238250 58510.3 43908.5 163428 415916 389277 101261 93729.8 209972 96428 48697.3 44466.6 32509.8 19501.5 threshold=1048.2900000000002 956.61000000000013 0 1 2022.5000000000002 24.018750000000004 2 3 2022.5000000000002 26.407500000000002 4 139.25250000000003 478.01250000000005 1066.3056000000001 1037.4750000000001 400.30000000000007 2022.5000000000002 decision_type=2 2 9 1 2 2 1 9 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 -1 13 7 8 -7 -9 11 -8 -12 14 15 -4 -5 right_child=-2 -3 5 16 -6 6 10 9 -10 -11 12 -13 -14 -15 -16 -17 -18 leaf_value=0.32450949704205551 0.42281567797941322 0.47677227210998541 -0.00059109910463162334 0.014228350507969759 0.80984292662662016 0.096136238642458655 0.062996871392367454 0.021041326861627199 1.2393562001822627 0.64920571883519484 -0.013994494247070385 1.071932354200454 -0.32012355096986361 0.44053851757049556 -0.43125235388676325 -0.13856489087144533 -0.18476389358742068 leaf_weight=54 34 20 129138 98 46 53 1161 518 68 27 2682 21 107 25 24 171 99 leaf_count=54 34 20 129138 98 46 53 1161 518 68 27 2682 21 107 25 24 171 99 internal_value=0 0.000667944 0.000597038 0.123384 0.497966 0.000315648 0.0305505 0.174259 0.682225 0.0512216 0.00599435 0.0802432 -0.0256472 -0.000768136 -0.00085344 -0.000773558 -0.0816292 internal_weight=0 134312 134292 297 100 133995 4637 666 121 545 3971 1182 2789 129358 129333 129309 197 internal_count=134346 134312 134292 297 100 133995 4637 666 121 545 3971 1182 2789 129358 129333 129309 197 cat_boundaries=0 5 6 7 13 19 cat_threshold=0 262146 4 65536 139264 1188 18 570425344 0 1024 0 1 268435456 8421376 269619712 675287040 131104 17039616 64 is_linear=0 shrinkage=0.01 Tree=824 num_leaves=17 num_cat=5 split_feature=3 13 25 24 26 0 24 25 26 5 8 25 1 9 3 26 split_gain=59370.2 44439.5 45468.5 233509 57345.9 43034.8 160176 407640 381531 110306 99246.2 76329.8 47728.2 43581.7 31862.9 19113.4 threshold=1048.2900000000002 956.61000000000013 0 1 2022.5000000000002 24.018750000000004 2 3 2022.5000000000002 483.07500000000005 26.407500000000002 4 1066.3056000000001 1037.4750000000001 400.30000000000007 2022.5000000000002 decision_type=2 2 9 1 2 2 1 9 2 2 2 9 2 2 2 2 left_child=1 2 3 4 -1 12 7 8 -7 11 -9 -8 13 14 -4 -5 right_child=-2 -3 5 15 -6 6 9 10 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.32126437522746898 0.41858752755557788 0.47200453376770024 -0.00058518825828705423 0.014086068868637086 0.80174448272456289 0.09517487637276921 0.045406532275024336 0.020830913607865341 1.2269626612961293 0.74672903883457187 0.64271369324790106 -0.042288439262901774 0.4361331165313721 -0.42693983823060988 -0.13717924201828346 -0.1829162542747729 leaf_weight=54 34 20 129138 98 46 53 2004 518 68 20 27 1947 25 24 171 99 leaf_count=54 34 20 129138 98 46 53 2004 518 68 20 27 1947 25 24 171 99 internal_value=0 0.000661264 0.000591067 0.122151 0.492987 0.000312491 0.030245 0.172517 0.675403 0.0059344 0.0507093 0.00219951 -0.000760455 -0.000844906 -0.000765822 -0.0808129 internal_weight=0 134312 134292 297 100 133995 4637 666 121 3971 545 3951 129358 129333 129309 197 internal_count=134346 134312 134292 297 100 133995 4637 666 121 3971 545 3951 129358 129333 129309 197 cat_boundaries=0 5 6 7 13 19 cat_threshold=0 262146 4 65536 139264 1188 18 570425344 0 1024 0 1 268435456 830571520 806490656 675288064 131104 17106176 2112 is_linear=0 shrinkage=0.01 Tree=825 num_leaves=30 num_cat=3 split_feature=1 0 24 2 26 14 4 15 0 3 2 3 2 25 25 5 1 26 0 26 1 1 1 11 1 13 14 14 14 split_gain=59383.1 89222.1 101463 68889.3 55151.1 42622.5 81137.7 33270.8 34212.9 423302 356532 177626 169168 112630 52169.1 31247.1 21784.3 16391.4 15724.4 12647.5 8937.45 4423.99 3998.09 3752.47 1960.4 1731.15 2065.53 5684.68 359.706 threshold=317.92500000000007 24.245000000000005 0 126.84510000000002 2022.5000000000002 293.03820000000002 100.974 676.70640000000014 33.677000000000014 483.18750000000006 543.20000000000016 1048.2900000000002 1048.2900000000002 1 2 7.9955000000000007 398.24814000000003 2022.5000000000002 126.55500000000002 2022.5000000000002 543.20000000000016 650.90000000000009 398.24814000000003 78.841250000000016 650.90000000000009 22.103000000000005 449.47000000000008 367.37500000000006 751.80750000000012 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 4 18 20 7 23 8 11 10 13 12 14 -10 -1 16 17 -4 -3 21 -2 -18 -6 25 -21 26 27 -7 -28 right_child=1 3 15 -5 22 6 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 19 -19 -20 24 -22 -23 -24 -25 -26 -27 28 -29 -30 leaf_value=0.064148778856367397 0.32346578915913904 -0.37859713812669121 0.11375081367492676 -0.85378941257794694 -0.09997244993845622 -0.086622739906968754 -0.75502333372831343 -0.27753844172455544 0.07195334088617758 1.4138091546838933 1.3216907819112143 -0.79657192775181362 -0.7508476572036743 -0.03961302985614442 -0.00046015318756611773 0.18068781244754792 -0.53419279460906988 -0.23853600808552333 -0.078718417707611538 -0.17094017714262008 0.58547716804172678 -0.33975772012363786 0.062539541372438764 -0.20252988690421694 -0.28445773848171896 -0.13031438271204629 -0.10152605523665748 0.126548115123402 -0.04863262951374054 leaf_weight=1252 30 36 25 24 24 29 20 43 1758 22 21 28 30 1845 128904 20 25 28 34 32 23 22 41 21 29 27 36 22 20 leaf_count=1252 30 36 25 24 24 29 20 43 1758 22 21 28 30 1845 128904 20 25 28 34 32 23 22 41 21 29 27 36 22 20 internal_value=0 -0.122729 -0.0382462 -0.391456 0.182303 0.00037467 -0.155587 0.000578498 0.000667838 0.0308806 0.0224853 -0.000178121 -6.83529e-06 0.0149129 0.000166228 -0.182044 -0.23841 -0.072363 -0.232942 -0.319897 0.437169 -0.443181 0.00253511 -0.07824 -0.224908 -0.0587618 -0.0407065 0.00533332 -0.0826355 internal_weight=0 393 299 94 118 134078 175 133903 133860 3646 3624 130214 130186 3603 130156 181 161 53 70 108 53 47 65 155 61 134 107 51 56 internal_count=134471 393 299 94 118 134078 175 133903 133860 3646 3624 130214 130186 3603 130156 181 161 53 70 108 53 47 65 155 61 134 107 51 56 cat_boundaries=0 1 7 13 cat_threshold=300 807437824 838861824 675284224 2416050208 16847107 268437504 2148532224 262147 8196 159416320 139840 2105376 is_linear=0 shrinkage=0.01 Tree=826 num_leaves=30 num_cat=7 split_feature=18 1 24 3 8 14 4 26 25 24 11 25 24 23 25 10 2 7 26 1 1 25 1 11 16 14 14 26 1 split_gain=61514.3 61656 90321.5 99670.7 58358.7 40862.8 81381.8 39939.9 30955.8 65234.5 44522.1 41718.4 42484.9 31981.2 29881.7 26418.2 19718.6 16232.4 14806.3 10924.1 8985.63 8964.98 8671.09 2645.93 2357.68 1273.2 5088.87 385.268 305.086 threshold=426.32200000000006 317.92500000000007 0 212.70000000000005 11.798750000000004 293.03820000000002 90.595050000000001 2022.5000000000002 1 2 756.4475000000001 3 4 4.8450000000000006 5 310.51250000000005 110.457785 4.2380000000000004 2022.5000000000002 481.77300000000008 543.20000000000016 6 398.24814000000003 78.841250000000016 5.6410000000000009 367.37500000000006 449.47000000000008 2022.5000000000002 364.99000000000007 decision_type=2 2 1 2 2 2 2 2 9 1 2 9 1 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 5 7 4 16 8 23 20 9 14 13 18 -13 15 27 -10 22 -15 -11 28 -3 -16 -4 25 -2 -7 -27 -1 -9 right_child=24 2 3 -5 -6 6 -8 19 10 11 -12 12 -14 17 21 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 leaf_value=0.11258198202573336 -0.35903228564960205 0.20400071970621747 -0.10142747956773508 -0.90799933093786234 0.29445663054784138 -0.10721343134578906 -0.75317148447036741 -0.18197317838668822 0.00012285848640722864 0.36573779867841055 0.35185496634907198 0.1933651006715903 0.015348364935903731 0.096781602642509373 -0.13673354528047754 -0.11293647381850487 -0.5015622624107029 0.39724977028369907 0.16898717616733752 0.11550987939039865 0.46671734022057576 -0.038019718004485309 -0.23889040560617936 -0.18179344737529754 -0.22873461374214718 0.083616184806823743 -0.082909030663794375 0.079617557097703989 -0.12673863077163697 leaf_weight=65 41 30 69 20 24 38 20 20 132031 77 36 183 462 178 149 207 23 20 76 24 23 285 137 20 21 25 69 78 20 leaf_count=65 41 30 69 20 24 38 20 20 132031 77 36 183 462 178 149 207 23 20 76 24 23 285 137 20 21 25 69 78 20 internal_value=0 0.000160077 -0.125392 -0.220337 -0.174686 0.000525438 -0.15351 0.105925 0.000723382 0.0477547 0.000231595 0.105902 0.0680365 0.000136031 -0.0330979 -5.412e-05 -0.223853 0.127132 0.251563 -0.0531562 0.31801 -0.0742262 -0.192847 -0.0746072 -0.314899 -0.0583669 -0.0386204 0.0884183 -0.154356 internal_weight=0 134409 390 273 253 134019 172 117 133847 1375 132472 798 645 132436 577 132238 229 198 153 64 53 434 206 152 62 132 94 143 40 internal_count=134471 134409 390 273 253 134019 172 117 133847 1375 132472 798 645 132436 577 132238 229 198 153 64 53 434 206 152 62 132 94 143 40 cat_boundaries=0 1 7 8 13 14 20 25 cat_threshold=292 2148532224 262147 8196 25165824 135744 2105377 721 0 3 4 0 131072 2304 2147483648 262144 0 0 512 33 0 3 0 0 4096 is_linear=0 shrinkage=0.01 Tree=827 num_leaves=24 num_cat=2 split_feature=1 14 5 1 25 14 2 15 9 3 6 3 25 2 6 3 1 10 1 1 13 12 14 split_gain=56992.6 65202.5 85957 49301.6 54510.5 40934.9 62974 32572.9 36150.8 320018 192788 178049 173901 149709 55077.6 14912.5 23769.1 5840.49 5399.24 1739.93 1492.62 2191.72 1654.99 threshold=317.92500000000007 80.996025000000017 201.25000000000003 1066.3056000000001 0 293.03820000000002 145.10250000000005 676.70640000000014 9.0802500000000013 442.27000000000004 442.89500000000004 1048.2900000000002 1 1048.2900000000002 442.89500000000004 13.504000000000001 481.77300000000008 5.6142500000000011 398.24814000000003 650.90000000000009 27.248500000000003 65.726500000000016 367.37500000000006 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 18 7 17 8 11 10 12 13 -10 14 -1 16 -6 20 -2 -20 21 22 -7 right_child=1 -3 -4 -5 15 6 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 leaf_value=0.0002333972749735298 -0.24664766904470081 0.4360233633518219 -0.7715690261409397 0.24318740354265486 0.021915692347232424 -0.084952816300921982 -0.65273569906299767 -0.27461760853612144 0.3903939181957089 1.2312798940051686 0.95621911363168199 -0.77062734540303557 0.0076948648534667175 -0.71856799783377812 -0.19086321981389398 0.20722142049244471 -0.2093617427976508 -0.23986969017982482 -0.35842842111782153 -0.45840385331047906 -0.12797679295142492 -0.13545707881450653 0.0088499204261649044 leaf_weight=129003 37 20 21 35 107 27 22 43 112 22 22 30 4491 29 151 21 76 20 49 27 24 20 62 leaf_count=129003 37 20 21 35 107 27 22 43 112 22 22 30 4491 29 151 21 76 20 49 27 24 20 62 internal_value=0 -0.120233 -0.150059 -0.112981 -0.152305 0.000367153 -0.152475 0.000566906 0.000655304 0.0280585 0.022335 -0.00033022 0.0178715 -0.000151335 9.97726e-06 -0.0430601 -0.074134 -0.0805425 -0.317609 -0.393946 -0.0565836 -0.040864 -0.0196071 internal_weight=0 393 373 352 317 134078 175 133903 133860 4647 4625 129213 4603 129183 129154 204 183 153 113 76 133 109 89 internal_count=134471 393 373 352 317 134078 175 133903 133860 4647 4625 129213 4603 129183 129154 204 183 153 113 76 133 109 89 cat_boundaries=0 3 7 cat_threshold=32768 1048576 17408 33554432 536870912 0 4194304 is_linear=0 shrinkage=0.01 Tree=828 num_leaves=26 num_cat=1 split_feature=18 1 0 5 1 14 4 0 3 4 3 9 25 14 4 0 1 26 0 11 16 13 14 1 1 split_gain=60256.8 59266.2 94043.8 40434.2 44175.9 39266.7 79006.8 35259.4 434391 229104 218151 178786 45328.3 32278.1 28921.4 20985.9 18240.6 15436.1 11669.4 2574.72 2311.04 1628.42 1917.47 1232.54 1186.27 threshold=426.32200000000006 317.92500000000007 24.245000000000005 64.831750000000014 1066.3056000000001 293.03820000000002 90.595050000000001 213.3887 364.99000000000007 232.66575000000003 1048.2900000000002 58.121600000000008 0 257.37000000000006 22.035000000000004 292.11750000000001 481.77300000000008 2022.5000000000002 126.55500000000002 78.841250000000016 5.6410000000000009 22.103000000000005 449.47000000000008 789.60480000000007 481.77300000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 16 7 19 10 9 11 12 -9 14 -14 -1 18 17 -3 24 21 -2 22 -7 -18 -4 right_child=20 2 15 -5 -6 6 -8 8 -10 -11 -12 -13 13 -15 -16 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.071475698514511757 -0.35535818895188775 0.07151013918220997 -0.37267877882177181 0.3329334495685719 0.30310599786894665 0.0059131329774856564 -0.74132719993591312 0.028650669483845106 1.5237646589279175 0.9889176372687023 -0.85231122334798171 -0.78766489045960575 -0.00010809307139769036 0.32261066990513954 -0.18972917096181349 -0.67030138920653959 -0.19909394898930111 -0.13803387759587704 -0.16253759219728667 -0.17847155892848968 -0.22635585232859565 -0.12598140690061782 -0.079651232895526017 -0.27913241689021773 -0.47909053778648381 leaf_weight=1158 41 64 22 27 28 50 20 642 20 24 30 28 131870 31 44 22 74 78 29 20 21 27 55 26 20 leaf_count=1158 41 64 22 27 28 50 20 642 20 24 30 28 131870 31 44 22 74 78 29 20 21 27 55 26 20 internal_value=0 0.000158611 -0.122936 -0.0360411 -0.0729386 0.000516822 -0.15048 0.000710861 0.0707961 0.0289238 0.000334989 -0.00546401 0.000527167 -3.22437e-05 0.0614033 -0.40044 -0.116448 -0.0435915 -0.316822 -0.0727374 -0.311664 -0.0567171 -0.0389063 -0.219904 -0.423351 internal_weight=0 134409 390 297 270 134019 172 133847 714 694 133133 670 133103 131901 1202 93 242 142 71 152 62 132 105 100 42 internal_count=134471 134409 390 297 270 134019 172 133847 714 694 133133 670 133103 131901 1202 93 242 142 71 152 62 132 105 100 42 cat_boundaries=0 6 cat_threshold=2148532224 262147 8196 159416320 131648 2105376 is_linear=0 shrinkage=0.01 Tree=829 num_leaves=23 num_cat=4 split_feature=18 1 2 14 4 1 23 25 24 11 4 25 25 7 23 23 23 11 16 14 14 1 split_gain=59057.7 58273.5 94685.3 35232.6 79411.2 33713.1 30164.1 27737.5 64169.7 47281.3 42066.5 41028.5 29112.6 16172.3 18574.8 30069.5 11250.8 3831.66 2265.05 1842.12 2803.22 72.1545 threshold=426.32200000000006 650.90000000000009 26.787500000000005 293.03820000000002 90.595050000000001 1066.3056000000001 4.8450000000000006 0 1 756.4475000000001 648.37500000000011 2 3 4.2380000000000004 14.588000000000001 232.65000000000001 8.6227500000000017 78.841250000000016 5.6410000000000009 367.37500000000006 449.47000000000008 789.60480000000007 decision_type=2 2 2 2 2 2 2 9 1 2 2 9 9 2 2 2 2 2 2 2 2 2 left_child=1 3 5 6 17 21 7 8 12 10 -9 -10 -1 14 16 -16 -8 19 -2 -5 -21 -3 right_child=18 2 -4 4 -6 -7 13 9 11 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 leaf_value=0.08420025157928468 -0.35180461040357264 -0.23151226708383271 -0.79802595843439517 -0.10439369628303929 -0.73391391468048095 0.17527808637330025 0.1075169644294641 -0.00035528069680806061 0.24605850142676655 0.36738451698848179 0.2171245927991492 0.064884937688482525 -0.075466830789643738 0.39325789082050322 -0.066939025635129948 0.36216905021667478 0.36274458023809614 -0.18753689104860483 -0.22409229136648634 0.066627998902247507 -0.054512328963416325 -0.20968693869454519 leaf_weight=145 41 33 23 38 20 33 39 132404 154 35 89 650 438 20 89 20 31 22 21 26 72 28 leaf_count=145 41 33 23 38 20 33 39 132404 154 35 89 650 438 20 89 20 31 22 21 26 72 28 internal_value=0 0.000157025 -0.222919 0.000351377 -0.140245 -0.0822017 0.000537981 0.000355162 0.0446811 -0.000112104 -0.000209192 0.102184 -0.0350052 0.123564 0.0934305 0.0117964 0.220546 -0.065097 -0.308547 -0.0452906 -0.0223731 -0.221494 internal_weight=0 134409 117 134292 178 94 134114 133915 1387 132528 132493 804 583 199 179 109 70 158 62 136 98 61 internal_count=134471 134409 117 134292 178 94 134114 133915 1387 132528 132493 804 583 199 179 109 70 158 62 136 98 61 cat_boundaries=0 6 7 12 18 cat_threshold=2148532224 262147 8196 25165824 135744 2105377 721 0 3 4 0 131072 2147483648 262144 0 0 512 33 is_linear=0 shrinkage=0.01 Tree=830 num_leaves=22 num_cat=5 split_feature=11 9 9 0 15 11 5 24 25 24 25 25 0 5 14 1 12 11 11 11 0 split_gain=42839.3 51080.3 66483.9 175774 66828.7 49481.4 186951 55643.5 47401.7 133534 139235 57191.9 32401.1 52797.9 24578.3 41188.6 21624.8 12115.8 4973.22 3410.52 2030.73 threshold=650.90000000000009 1037.4750000000001 190.62000000000003 175.33000000000001 211.90000000000001 223.35100000000003 125.2 0 1 2 3 4 782.62500000000011 401.66700000000003 109.93000000000002 177.74775000000002 41.476000000000006 323.97600000000006 944.45425000000012 756.4475000000001 1083.9006000000002 decision_type=2 2 2 2 2 2 2 1 9 1 9 9 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 14 8 7 16 9 10 -1 -11 13 -10 15 -4 -7 -9 19 -2 -14 right_child=18 -3 3 -5 -6 6 -8 17 12 11 -12 -13 20 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.041128864222559437 -0.29601811637729408 0.47083236279694929 -0.039534772453877411 -0.88601427876523564 -0.6355202957391739 0.15434578317662945 0.8927830363964212 0.0042943571574652374 -0.00064937754406385964 0.080414019532720843 0.53053218180200323 -0.13495367682613102 0.15914475577218193 -0.17108918449954019 0.23686852126285948 -0.46636092583338418 0.51715343546867376 -0.18132884753716957 -0.39309806811809539 -0.1155881032076749 0.26310529428369855 leaf_weight=135 20 23 390 28 20 92 29 67 132403 262 105 216 42 182 29 24 20 74 20 22 34 leaf_count=135 20 23 390 28 20 92 29 67 132403 262 105 216 42 182 29 24 20 74 20 22 34 internal_value=0 -0.000389557 -0.000470347 -0.116621 -0.0700917 -4.36714e-05 0.13228 0.0451078 -0.00032344 0.0801483 0.2679 -0.0176781 -0.000764961 -0.000883341 -0.0445644 -0.0642783 0.201171 -0.0869577 -0.263311 -0.201507 0.205653 internal_weight=0 134175 134152 491 463 133661 282 253 133379 718 240 478 132661 132585 443 414 112 141 62 42 76 internal_count=134237 134175 134152 491 463 133661 282 253 133379 718 240 478 132661 132585 443 414 112 141 62 42 76 cat_boundaries=0 1 6 7 12 17 cat_threshold=2288 2147483648 262145 4 128 143424 1052 0 0 4 128 4096 0 0 4 128 4096 is_linear=0 shrinkage=0.01 Tree=831 num_leaves=18 num_cat=2 split_feature=3 2 4 3 25 9 9 9 2 0 1 24 2 8 0 26 26 split_gain=80649 259267 50583 51991.1 48425.8 49818.8 52941.9 149951 126351 62750.5 40096.4 209986 187132 18037.6 13225.3 816.24 568.683 threshold=544.35000000000002 70.594335000000015 8.1130000000000013 782.62500000000011 0 1037.4750000000001 164.68524000000002 158.04750000000004 91.078750000000014 110.69500000000002 398.24814000000003 1 1048.2900000000002 172.67400000000001 20.080500000000004 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 left_child=4 2 3 16 15 6 7 10 9 13 12 -12 -6 -8 -10 -1 -2 right_child=1 -3 -4 -5 5 -7 8 -9 14 -11 11 -13 -14 -15 -16 -17 -18 leaf_value=0.15578195770581565 -0.16833965946327556 -1.030993790253997 -0.45854967248439793 0.35811050275476969 -0.00035798744462024783 0.48655700604120888 -0.040946641180648592 0.6952874011378134 -0.44635226075138362 -0.51260384082794186 -0.16883377905110364 0.39821186754240923 -0.84881475301889264 0.21573835476205269 -0.78304177719354628 0.20096909226440801 -0.097951915084073943 leaf_weight=78 22 32 20 41 133021 21 489 31 28 28 121 124 26 29 20 82 24 leaf_count=78 22 32 20 41 133021 21 489 31 28 28 121 124 26 29 20 82 24 internal_value=0 -0.241256 -0.00507272 0.0991749 -0.000255946 -0.000469976 -0.000546384 -0.000126699 -0.0947443 -0.0515007 -0.000288433 0.127523 -0.000523793 -0.0265762 -0.58664 0.168414 -0.131616 internal_weight=0 139 107 87 134098 133938 133917 133323 594 546 133292 245 133047 518 48 160 46 internal_count=134237 139 107 87 134098 133938 133917 133323 594 546 133292 245 133047 518 48 160 46 cat_boundaries=0 5 6 cat_threshold=0 0 4 0 8192 968 is_linear=0 shrinkage=0.01 Tree=832 num_leaves=22 num_cat=5 split_feature=11 9 9 2 11 5 24 25 24 25 25 5 14 2 4 1 12 7 11 11 11 split_gain=41993.8 49330.9 64024.7 206476 48518 183388 54568.4 46083.3 131085 136814 56080.3 42178.5 28438.4 25669.5 30063.5 21601.3 21188.6 12509.6 11886.8 4873.82 3331.48 threshold=650.90000000000009 1037.4750000000001 190.62000000000003 91.078750000000014 223.35100000000003 125.2 0 1 2 3 4 125.2 109.93000000000002 1048.2900000000002 648.37500000000011 99.922600000000003 41.476000000000006 14.334000000000001 323.97600000000006 944.45425000000012 756.4475000000001 decision_type=2 2 2 2 2 2 1 9 1 9 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 11 7 6 16 8 9 -1 -10 12 15 14 -9 -4 -6 -5 -8 20 -2 right_child=19 -3 3 17 5 -7 18 13 10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.040313383431270208 -0.29292026081681249 0.46270223793776138 -0.02668885162909378 -0.58334812498092659 0.15285570638335269 0.88420967759757207 0.0042549930045853801 -0.00094025589116611484 0.079255785253994612 0.52535409297113833 -0.1340137463887181 -0.40594583279663521 0.29024675475226508 0.28697144508361816 0.18830187757809957 -0.34263292354086167 0.5119855011701584 -0.92198015709718062 -0.17960598481668008 -0.38917743861675264 -0.11459321975708008 leaf_weight=135 20 23 366 20 92 29 67 132546 262 105 216 31 27 31 84 23 20 24 74 20 22 leaf_count=135 20 23 366 20 92 29 67 132546 262 105 216 31 27 31 84 23 20 24 74 20 22 internal_value=0 -0.000380041 -0.000459435 -0.114442 -4.07247e-05 0.130989 0.0446509 -0.000317757 0.079027 0.265045 -0.0178884 -0.0501037 -0.0235866 -0.000753094 -0.000820401 -0.0453693 0.1992 -0.768057 -0.0861308 -0.260694 -0.199511 internal_weight=0 134175 134152 491 133661 282 253 133379 718 240 478 447 416 132661 132630 389 112 44 141 62 42 internal_count=134237 134175 134152 491 133661 282 253 133379 718 240 478 447 416 132661 132630 389 112 44 141 62 42 cat_boundaries=0 1 6 7 12 17 cat_threshold=2288 2147483648 262145 4 128 143424 1052 0 0 4 128 4096 0 0 4 128 4096 is_linear=0 shrinkage=0.01 Tree=833 num_leaves=25 num_cat=4 split_feature=3 2 4 3 25 1 24 0 1 5 2 24 0 1 2 25 13 6 5 6 2 1 1 3 split_gain=78903.9 253799 49591.1 50888.4 47100.3 38057.1 178521 61920.3 38114.6 36791 28550.2 153023 128520 55316.1 30002.6 28876.7 53091.6 37853.6 33227 28302.9 20086.9 9944.86 6087.44 19.5226 threshold=544.35000000000002 70.594335000000015 8.1130000000000013 782.62500000000011 0 438.37500000000006 1 24.245000000000005 543.20000000000016 8.3632500000000025 440.18000000000006 2 16.993500000000008 118.78000000000002 783.48000000000013 3 779.68675000000019 483.07500000000005 442.27000000000004 100.64650000000002 783.48000000000013 789.60480000000007 543.20000000000016 650.90000000000009 decision_type=2 2 2 2 9 2 1 2 2 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 left_child=4 2 3 23 -1 10 7 8 -7 21 15 12 14 20 -12 17 18 19 -17 -6 -13 22 -8 -2 right_child=1 -3 -4 -5 5 6 9 -9 -10 -11 11 13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.16609790194735807 -0.12262844236008823 -1.0199928682669996 -0.45395503777265545 0.35444859341877261 -0.01767388432783373 0.3261540184915066 -0.20792012525929346 0.066617757678031922 0.77760440656873908 0.2357987813949585 0.12241649542824697 -0.19451814494801289 0.89415252065658568 -0.85294572739374075 -0.2969433792432149 0.00093713600883860561 0.51603257483243947 -0.39055696116553412 -0.15545530463253859 0.1198071022390535 -0.54342871535908099 -0.075557461721556529 -0.39450473056120033 -0.13576995968818664 leaf_weight=160 20 32 20 41 10084 32 36 32 45 20 59 66 20 21 24 123080 20 27 136 152 22 28 34 26 leaf_count=160 20 32 20 41 10084 32 36 32 45 20 59 66 20 21 24 123080 20 27 136 152 22 28 34 26 internal_value=0 -0.238626 -0.00494669 0.0982736 -0.000248052 -0.000459133 0.128912 0.399671 0.589989 -0.142952 -0.000678799 -0.116634 0.159106 -0.35887 0.00115581 -0.000494658 0.000848072 -0.0166025 0.000764517 -0.0156324 -0.281746 -0.234836 -0.298547 -0.130056 internal_weight=0 139 107 87 134098 133938 227 109 77 118 133711 212 103 109 83 133499 123236 10263 123216 10236 88 98 70 46 internal_count=134237 139 107 87 134098 133938 227 109 77 118 133711 212 103 109 83 133499 123236 10263 123216 10236 88 98 70 46 cat_boundaries=0 5 6 7 13 cat_threshold=0 0 4 0 8192 3125 569 37748800 2709528832 131200 16847105 3657433731 67715202 is_linear=0 shrinkage=0.01 Tree=834 num_leaves=21 num_cat=1 split_feature=11 9 9 2 11 5 25 0 0 4 0 0 5 0 2 6 15 11 11 0 split_gain=41229.9 48544 62604.1 201573 47484.4 179436 44859.1 42279.7 36482 35452.1 36370.8 31759.1 51112.5 27254.4 19909.4 17897.2 14132.6 4796.54 3249.44 1956.81 threshold=650.90000000000009 1037.4750000000001 190.62000000000003 91.078750000000014 223.35100000000003 125.2 0 110.69500000000002 8.6602500000000031 11.905350000000002 292.11750000000001 782.62500000000011 401.66700000000003 20.080500000000004 24.1465 1.1788000000000001 50.568000000000005 944.45425000000012 756.4475000000001 1083.9006000000002 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 7 6 8 9 14 15 10 -1 12 -8 -5 16 -6 -4 18 -2 -13 right_child=17 -3 3 13 5 -7 11 -9 -10 -11 -12 19 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.10639113831350545 -0.28986211630702019 0.45900362108064735 -0.029756595131438909 -0.52115312089090771 0.050105038176032263 0.87465051979854191 -0.00062598604377819649 -0.48762424559820267 0.45405441236495975 -0.26976209708622523 -0.30684783523732967 0.15796981011118208 -0.16832337652916438 -1.0194299771672204 0.26495912770656022 -0.17789169217858994 -0.2904074082794515 -0.38576687288284306 -0.11374447735873135 0.26002079795388616 leaf_weight=668 20 23 382 23 191 29 132403 21 20 28 22 42 182 21 22 42 22 20 22 34 leaf_count=668 20 23 382 23 191 29 132403 21 20 28 22 42 182 21 22 42 22 20 22 34 internal_value=0 -0.000370683 -0.000449442 -0.11316 -3.54029e-05 0.129591 -0.000309468 -0.0495906 0.0441885 0.0779743 0.0932154 -0.000738985 -0.000856185 -0.758967 -0.0279974 0.00900692 -0.0439505 -0.258306 -0.19761 0.203624 internal_weight=0 134175 134152 491 133661 282 133379 447 253 718 690 132661 132585 44 426 233 404 62 42 76 internal_count=134237 134175 134152 491 133661 282 133379 447 253 718 690 132661 132585 44 426 233 404 62 42 76 cat_boundaries=0 5 cat_threshold=2147483648 262145 4 128 143424 is_linear=0 shrinkage=0.01 Tree=835 num_leaves=17 num_cat=4 split_feature=0 9 25 6 9 4 11 4 13 0 25 25 26 5 4 24 split_gain=70774.5 49347.6 42226.9 49174.3 448344 53269.3 31706.8 32124.7 71982.3 30312.2 25959.2 22943.9 32230.1 15094.7 14077.9 10171.4 threshold=1083.9006000000002 1037.4750000000001 0 442.89500000000004 48.206500000000005 24.402500000000003 756.4475000000001 293.48250000000002 52.119000000000007 5.4234850000000003 1 2 2022.5000000000002 150.03545950000003 364.99000000000007 3 decision_type=2 2 9 2 2 2 2 2 2 2 9 9 2 2 2 1 left_child=1 2 11 6 5 9 7 10 -9 -5 -4 12 -1 14 15 -13 right_child=-2 -3 3 4 -6 -7 -8 8 -10 -11 -12 13 -14 -15 -16 -17 leaf_value=-0.33150698658191802 0.43855967031942833 0.46430188220480212 0.086960862025159416 -0.00025134434586479549 1.5042558269067243 -0.40800114890624734 0.29432497836448052 -0.056143446582154581 -0.63503453088843298 0.42451855659484866 0.0015704366514476015 -0.00095620395503938198 -0.017790284376878004 -0.23201624670544185 0.22928851649874735 -0.044795824711100531 leaf_weight=66 37 23 347 105 22 29 37 325 23 20 130678 790 65 37 21 1642 leaf_count=66 37 23 347 105 22 29 37 325 23 20 130678 790 65 37 21 1642 internal_value=0 0.00114096 0.00106159 0.0018545 0.168895 -0.0218705 0.00163093 0.00154849 -0.0944035 0.0677118 0.00180334 -0.0386062 -0.163375 -0.0314149 -0.0285172 -0.0307433 internal_weight=0 134230 134207 131586 176 154 131410 131373 348 125 131025 2621 131 2490 2453 2432 internal_count=134267 134230 134207 131586 176 154 131410 131373 348 125 131025 2621 131 2490 2453 2432 cat_boundaries=0 6 12 17 18 cat_threshold=4194304 603979776 270336 8421376 33693696 2097152 2147483648 262145 4 0 64 32 0 0 0 32768 139264 3120 is_linear=0 shrinkage=0.01 Tree=836 num_leaves=19 num_cat=2 split_feature=7 3 26 7 3 11 5 3 25 5 3 5 6 11 11 25 26 7 split_gain=51456.2 65298.2 57511.3 51083.5 47760.8 47516.8 90258.2 48020 34848.5 30236.4 95919.7 38670.1 21272.9 12843.6 14347.1 11034.8 4639.44 106.553 threshold=650.90000000000009 782.62500000000011 2022.5000000000002 783.48000000000013 1048.2900000000002 493.04250000000008 9.3037500000000026 544.35000000000002 0 650.90000000000009 1.2015765000000003 442.27000000000004 367.00000000000006 549.10000000000002 756.4475000000001 1 2022.5000000000002 1042.2668000000001 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 left_child=1 5 -3 -2 -4 7 13 8 12 11 -11 -10 15 -7 -15 -1 -9 -5 right_child=3 2 4 17 -6 6 -8 16 9 10 -12 -13 -14 14 -16 -17 -18 -19 leaf_value=-0.12063914288335773 -0.58496805273253349 -0.087035353412994981 0.14413640802556818 -0.057779223196434248 0.76676678998129699 0.27909153030032202 0.82068082308769219 -0.18640316690947559 0.0019743825332948321 0.0027158471569418909 0.79610905361175544 -0.20654191836547317 -0.3437807778336785 -0.1834411897109105 0.13508975044373542 -0.02676591060762196 -0.35083327850094065 -0.085471405635277428 leaf_weight=124 29 26 22 33 28 21 20 37 131014 64 20 89 22 26 31 2605 32 24 leaf_count=124 29 26 22 33 28 21 20 37 131014 64 20 89 22 26 31 2605 32 24 internal_value=0 0.00140564 0.294441 -0.24328 0.492809 0.00123957 0.221356 0.0010786 0.00121447 0.0019542 0.191619 0.00183283 -0.0339448 0.0676825 -0.0102051 -0.0315715 -0.262661 -0.0694391 internal_weight=0 134181 76 86 50 134105 98 134007 133938 131187 84 131103 2751 78 57 2729 69 57 internal_count=134267 134181 76 86 50 134105 98 134007 133938 131187 84 131103 2751 78 57 2729 69 57 cat_boundaries=0 6 11 cat_threshold=4194304 612368384 270336 8421376 36839428 2097152 0 0 0 32768 139264 is_linear=0 shrinkage=0.01 Tree=837 num_leaves=11 num_cat=2 split_feature=0 9 7 3 25 11 3 26 6 24 split_gain=69308.5 48259 55993.2 53820.5 35382.5 38117 29179.4 28092 21588.5 20695.1 threshold=1083.9006000000002 1037.4750000000001 650.90000000000009 1048.2900000000002 0 756.4475000000001 255.16525000000004 2022.5000000000002 367.00000000000006 1 decision_type=2 2 2 2 9 2 2 2 2 1 left_child=1 2 3 4 8 6 -6 -4 9 -1 right_child=-2 -3 7 -5 5 -7 -8 -9 -10 -11 leaf_value=0.0080283322676180675 0.43398182585432721 0.45914059447205591 -0.58608030462265015 0.39328574316842213 0.0019968464319911196 0.32716916044553124 -0.081988028760415957 -0.15507011607769997 -0.340452116313188 -0.052280789157407623 leaf_weight=846 37 23 20 35 131030 36 415 62 23 1740 leaf_count=846 37 23 20 35 131030 36 415 62 23 1740 internal_value=0 0.00111703 0.00103854 0.00119825 0.00109591 0.00182066 0.00173169 -0.260195 -0.0352996 -0.032722 internal_weight=0 134230 134207 134125 134090 131481 131445 82 2609 2586 internal_count=134267 134230 134207 134125 134090 131481 131445 82 2609 2586 cat_boundaries=0 6 7 cat_threshold=4194304 603979776 270336 8421376 33693696 2097152 3216 is_linear=0 shrinkage=0.01 Tree=838 num_leaves=27 num_cat=5 split_feature=7 7 25 6 8 9 2 6 12 11 24 25 25 4 2 26 10 4 10 6 26 1 24 26 26 7 split_gain=49484.4 49945.1 40057.8 66633.8 38331.7 55690.3 255332 35784 30471.5 28583.6 26773.5 77205.2 47276.4 33309.2 32178.7 29954.2 24824.2 16417.6 12735 9800.58 3053 2128.24 864.62 2969.01 867.242 105.098 threshold=650.90000000000009 783.48000000000013 0 783.48000000000013 808.31735000000015 370.88500000000005 83.45650000000002 1043.5418000000002 768.82675000000006 756.4475000000001 1 2 3 39.44700000000001 1.1950000000000003 2022.5000000000002 34.546799999999998 274.90450000000004 115.45 261.34101500000003 2022.5000000000002 48.621081000000011 4 2022.5000000000002 2022.5000000000002 1042.2668000000001 decision_type=2 2 9 2 2 2 2 2 2 2 1 9 9 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=2 -2 10 4 5 8 16 -5 9 -4 12 20 13 14 15 -1 -7 18 19 -13 -12 22 23 -14 -24 -3 right_child=1 25 3 7 -6 6 -8 -9 -10 -11 11 17 21 -15 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 leaf_value=0.04286330705281919 -0.5764331784741632 -0.055101068670099437 0.0018901535880631113 0.58102305666605636 -0.30748144343495371 0.096238747145247272 1.2443558065891265 0.083951406649180826 -0.34041425946813364 0.30557908258130473 -0.23471856981843384 -0.040831920608323864 -0.077836523559586757 -0.27627333283424377 -0.20822468145688378 0.2206668668483433 -0.26080171393311541 0.24793581581115726 0.18852570066849392 -0.263506242275238 -0.32120908972379325 -0.15940370672941209 -0.048709564170321906 0.02058445298213225 -0.079763490200042725 -0.082603561456004768 leaf_weight=189 29 33 131004 30 40 127 20 28 26 31 91 1687 58 24 30 190 23 20 24 20 74 20 185 65 175 24 leaf_count=189 29 33 131004 30 40 127 20 28 26 31 91 1687 58 24 30 190 23 20 24 20 74 20 185 65 175 24 internal_value=0 -0.238574 0.00137762 0.00218391 0.00203435 0.0021287 0.183006 0.341057 0.00189408 0.001962 -0.0356335 -0.0570089 0.00826225 0.0838613 0.107044 0.132 0.0414925 -0.0367236 -0.0402247 -0.0434409 -0.257879 -0.0571822 -0.0541334 -0.0238837 -0.0620808 -0.0666811 internal_weight=0 86 134181 131329 131271 131231 170 58 131061 131035 2852 1916 936 433 409 379 150 1751 1731 1707 165 503 483 123 360 57 internal_count=134267 86 134181 131329 131271 131231 170 58 131061 131035 2852 1916 936 433 409 379 150 1751 1731 1707 165 503 483 123 360 57 cat_boundaries=0 6 7 12 17 18 cat_threshold=4194304 612368384 270336 142639104 34742276 2097152 1232 0 0 0 134217728 139264 4194304 0 8192 134217728 8192 16 is_linear=0 shrinkage=0.01 Tree=839 num_leaves=26 num_cat=8 split_feature=7 7 25 6 6 9 9 7 9 12 25 24 11 6 24 25 25 26 10 13 26 25 25 26 7 split_gain=48499.7 48951.1 39411.9 65320.5 35071.9 31656.5 219011 102869 33680.5 29600.5 27246.9 100001 38825.8 20582.7 20217.6 79785.4 28634.4 40007.1 17163 5780.46 5734.06 11745.6 4982.84 3007.63 103.007 threshold=650.90000000000009 783.48000000000013 0 783.48000000000013 1043.5418000000002 370.88500000000005 414.36000000000007 14.334000000000001 678.37500000000011 768.82675000000006 1 2 456.57400000000007 367.00000000000006 3 4 5 2022.5000000000002 7.5530000000000017 11.094500000000002 2022.5000000000002 6 7 2022.5000000000002 1042.2668000000001 decision_type=2 2 9 2 2 2 2 2 2 2 9 1 2 2 1 9 9 2 2 2 2 9 9 2 2 left_child=2 -2 13 5 -5 9 -7 8 -8 10 11 -4 -12 14 16 23 17 -1 19 -18 21 -17 -22 -16 -3 right_child=1 24 3 4 -6 6 7 -9 -10 -11 12 -13 -14 -15 15 20 18 -19 -20 -21 22 -23 -24 -25 -26 leaf_value=-0.030562022940753258 -0.57066883942176549 -0.054550066933487407 -0.017434952815259881 0.57521282354990644 0.083111898047583441 1.0029021389007569 0.00081909395244023574 -0.50117764642744356 0.35361412128736808 -0.32330230778083208 0.00025586998254438633 0.039892978506235729 0.23583617524589812 -0.33496170738469 -0.29416537744658333 0.024704802234619856 -0.027672530700102841 0.29829498748779298 0.19748275287011091 -0.20028685545921326 -0.081670890493939316 -0.050354977561925585 -0.029777997860929748 -0.40329422505005547 -0.081777535850803051 leaf_weight=73 29 33 5225 30 28 25 73 33 43 28 118744 7265 70 23 56 365 647 75 34 20 374 465 439 46 24 leaf_count=73 29 33 5225 30 28 25 73 33 43 28 118744 7265 70 23 56 365 647 75 34 20 374 465 439 46 24 internal_value=0 -0.236188 0.00136384 0.00212938 0.337647 0.00198156 0.136775 -0.00854806 0.131597 0.00180298 0.0018723 0.015916 0.00039463 -0.0369888 -0.0344894 -0.0537955 0.00575745 0.127475 -0.0213719 -0.0328484 -0.0359263 -0.0176558 -0.0550208 -0.312721 -0.0660143 internal_weight=0 86 134181 131564 58 131506 174 149 116 131332 131304 12490 118814 2617 2594 1745 849 148 701 667 1643 830 813 102 57 internal_count=134267 86 134181 131564 58 131506 174 149 116 131332 131304 12490 118814 2617 2594 1745 849 148 701 667 1643 830 813 102 57 cat_boundaries=0 6 12 13 14 19 24 29 34 cat_threshold=4194304 603979776 270336 8421376 33693696 2097152 2182086656 263233 33571157 809828480 134220352 16867505 902 3216 0 0 8192 0 139264 0 0 8192 8388608 8192 4194304 0 0 0 33554432 4194304 0 0 0 33554432 is_linear=0 shrinkage=0.01 Tree=840 num_leaves=22 num_cat=3 split_feature=0 3 4 9 18 25 0 6 9 3 18 6 7 25 25 7 5 4 7 6 7 split_gain=61795.9 369366 221001 144310 120164 121596 231879 51213.1 353372 100706 61489.8 46674.7 39170.9 47237.3 36330.2 26450.5 22474.3 17229.2 10760.7 5725.55 3436.65 threshold=213.3887 400.30000000000007 232.66575000000003 58.121600000000008 0.56900000000000006 0 243.58000000000001 442.89500000000004 25.226500000000005 1048.2900000000002 578.38750000000016 483.07500000000005 650.90000000000009 1 2 6.3297360000000014 78.120000000000019 78.331000000000003 783.48000000000013 650.90000000000009 1042.2668000000001 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 left_child=7 2 3 4 5 6 -2 9 11 10 12 -9 13 -1 -15 16 19 -7 -14 -13 -20 right_child=1 -3 -4 -5 -6 17 -8 8 -10 -11 -12 15 18 14 -16 -17 -18 -19 20 -21 -22 leaf_value=0.1966770311681236 1.0892253736213402 1.433290927886963 0.94280855055208568 -0.66989630386747168 0.81416332244873046 -0.090332566173653109 0.099803543059165001 0.4112690403250357 1.4229823883771897 -0.58853572648147057 -0.41241330941518151 -0.16324394418912774 0.3863861343595717 -0.09478273603784379 0.00090186708896494282 0.26309918349981309 -0.43530028891563421 0.20359709194728307 0.21999185708852914 0.0042864136251748773 0.055783247995376588 leaf_weight=113 27 20 27 29 20 396 193 24 20 29 36 34 27 388 132932 20 20 21 26 51 25 leaf_count=113 27 20 27 29 20 396 193 24 20 29 36 34 27 388 132932 20 20 21 26 51 25 internal_value=0 0.0929781 0.0553816 0.0204538 0.0509258 0.0269623 0.211614 0.000908823 0.174878 0.000688718 0.000816669 0.0073473 0.000928092 0.000797132 0.000616309 -0.0702057 -0.133692 -0.0737615 0.224959 -0.0627257 0.139497 internal_weight=0 733 713 686 657 637 220 133745 169 133576 133547 149 133511 133433 133320 125 105 417 78 85 51 internal_count=134478 733 713 686 657 637 220 133745 169 133576 133547 149 133511 133433 133320 125 105 417 78 85 51 cat_boundaries=0 6 11 15 cat_threshold=32768 0 16384 0 1 536870912 0 2 0 0 139264 1048576 262145 4 128 is_linear=0 shrinkage=0.01 Tree=841 num_leaves=20 num_cat=2 split_feature=0 3 4 9 18 25 0 2 6 9 3 18 25 26 7 6 7 4 5 split_gain=60566.1 362016 216603 141438 117773 119176 227265 58826.6 58595.7 338604 109423 60230.2 51352.9 82436.3 53272 42572.4 23509.6 16886.3 14101.5 threshold=213.3887 400.30000000000007 232.66575000000003 58.121600000000008 0.56900000000000006 0 243.58000000000001 1048.2900000000002 442.89500000000004 25.226500000000005 1048.2900000000002 578.38750000000016 1 2022.5000000000002 650.90000000000009 483.07500000000005 6.3297360000000014 78.331000000000003 48.662000000000006 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=7 2 3 4 5 6 -2 8 10 15 11 12 13 -1 -14 -10 18 -7 -17 right_child=1 -3 -4 -5 -6 17 -8 -9 9 -11 -12 -13 14 -15 -16 16 -18 -19 -20 leaf_value=-0.017445646827183074 1.0783331394195557 1.4189580807685851 0.93338048016583475 -0.66319733529255298 0.80602167177200312 -0.089429239162474375 0.098805498520945015 0.39958103489231422 0.4071563606709242 1.4087525740861893 -0.6245152916227068 -0.4082891766230265 0.00045943745310972811 0.52635940567255024 0.26884180943708164 -0.053215949608955856 0.26046820825338368 0.20156111671811058 -0.3387103648619218 leaf_weight=63 27 20 27 29 20 396 193 37 24 20 28 36 133290 50 74 81 20 21 22 leaf_count=63 27 20 27 29 20 396 193 37 24 20 28 36 133290 50 74 81 20 21 22 internal_value=0 0.0920483 0.0548278 0.0202492 0.0504166 0.0266927 0.209498 0.000899812 0.000789488 0.187988 0.000555386 0.000686474 0.000796779 0.205032 0.00060831 0.0218979 -0.0532744 -0.0730239 -0.114195 internal_weight=0 733 713 686 657 637 220 133745 133708 167 133541 133513 133477 113 133364 147 123 417 103 internal_count=134478 733 713 686 657 637 220 133745 133708 167 133541 133513 133477 113 133364 147 123 417 103 cat_boundaries=0 6 11 cat_threshold=32768 0 16384 0 1 536870912 0 2 0 0 139264 is_linear=0 shrinkage=0.01 Tree=842 num_leaves=17 num_cat=4 split_feature=25 3 26 24 3 4 7 6 25 26 2 5 25 26 26 26 split_gain=57047.7 71084.4 81085.2 65641.3 55910.2 50813.6 40362.3 101807 38211.2 57540.2 44941.7 54390.3 17574.9 8183.5 5871.45 1.05034 threshold=0 782.62500000000011 2022.5000000000002 1 1048.2900000000002 1048.2900000000002 650.90000000000009 27.286500000000004 2 2022.5000000000002 1048.2900000000002 650.90000000000009 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 1 2 2 2 2 9 2 2 2 9 2 2 2 left_child=3 5 -3 13 -4 6 8 -8 9 -2 11 -10 14 -1 -5 -14 right_child=1 2 4 12 -6 -7 7 -9 10 -11 -12 -13 15 -15 -16 -17 leaf_value=0.19117343226346101 -0.015648448940307376 -0.14257154598832131 0.20696551867893764 -0.14069360171045575 0.92063663565594211 0.41309637558460238 0.0085465102907150026 0.78754936301189915 0.00094663847221920089 0.42919919896456932 0.38190022868494838 0.26176950110867619 -0.25648245465521718 0.014407819604873657 0.0076215232119840742 -0.25505085213670453 leaf_weight=55 63 24 21 56 23 30 62 23 133650 54 31 80 102 50 51 103 leaf_count=55 63 24 21 56 23 30 62 23 133650 54 31 80 102 50 51 103 internal_value=0 0.00175001 0.324988 -0.11402 0.580021 0.0015861 0.00149394 0.219336 0.00135563 0.174732 0.00119083 0.00110267 -0.186092 0.097695 -0.0640183 -0.243867 internal_weight=0 134061 68 417 44 133993 133963 85 133878 117 133761 133730 312 105 107 205 internal_count=134478 134061 68 417 44 133993 133963 85 133878 117 133761 133730 312 105 107 205 cat_boundaries=0 4 5 10 12 cat_threshold=1048576 262145 4 128 1552 0 2 0 0 139264 0 1 is_linear=0 shrinkage=0.01 Tree=843 num_leaves=26 num_cat=5 split_feature=0 4 10 5 24 0 26 2 25 24 7 5 7 25 26 2 2 0 5 2 1 25 26 26 26 split_gain=59244.8 301074 122488 204232 66265.4 101953 83609.2 56615.7 44416.7 60036.6 47434 61295.7 43890.6 41829.9 73837.3 33767 30980.5 26963.8 31082 16946.4 12351.1 12271.5 5331.2 1759.63 96.7438 threshold=213.3887 232.66575000000003 20.073375000000006 106.46850000000002 0 243.58000000000001 2022.5000000000002 1048.2900000000002 1 2 650.90000000000009 3.2160235000000004 9.5725000000000016 3 2022.5000000000002 21.474750000000004 12.129996500000003 186.50375000000003 336.69250000000005 15.769764000000002 150.51452500000002 4 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 1 2 2 2 9 1 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 left_child=7 2 3 4 12 6 -6 8 9 22 13 -12 20 14 -10 -7 -4 18 -15 -19 -2 23 -1 -11 -23 right_child=1 -3 16 -5 5 15 -8 -9 10 21 11 -13 -14 17 -16 -17 -18 19 -20 -21 -22 24 -24 -25 -26 leaf_value=0.13245322746389052 -0.091801400974864875 1.0720996856689453 -0.21531666353877105 0.81746665088666814 0.85806231111288067 0.091004341783651452 0.12323149402936301 0.39199508666992189 -0.026059888468848335 -0.13141519972256252 0.40822991085254545 -0.23237090921401979 0.36064874158019111 0.00070224640403593666 0.48860193328782914 -0.27441852090614183 -0.72342198848724371 -0.094199529417923519 0.11099644126283238 -0.41020987710356716 -0.32630736694335938 -0.26220931291580202 0.0076879346197929934 -0.050221244400622797 -0.27801031572478158 leaf_weight=68 221 30 28 36 32 261 30 37 63 56 59 20 21 132729 50 28 21 112 256 20 25 78 69 51 77 leaf_count=68 221 30 28 36 32 261 30 37 63 56 59 20 21 132729 50 28 21 112 256 20 25 78 69 51 77 internal_value=0 0.0910263 0.0491597 0.0852905 0.0426395 0.130813 0.502499 0.000877468 0.000769237 -0.103282 0.00108833 0.246052 -0.0753508 0.000943161 0.185271 0.0556001 -0.433076 0.000772713 0.000914566 -0.14208 -0.115633 -0.190366 0.0648795 -0.0847909 -0.253692 internal_weight=0 733 703 654 618 351 62 133745 133708 399 133309 79 267 133230 113 289 49 133117 132985 132 246 262 137 107 155 internal_count=134478 733 703 654 618 351 62 133745 133708 399 133309 79 267 133230 113 289 49 133117 132985 132 246 262 137 107 155 cat_boundaries=0 1 5 6 11 13 cat_threshold=3121 1048576 262145 4 128 1560 0 2 0 0 139264 1048576 1 is_linear=0 shrinkage=0.01 Tree=844 num_leaves=24 num_cat=3 split_feature=0 4 10 5 24 0 2 6 9 4 6 7 7 25 25 2 2 7 7 5 1 0 7 split_gain=58065.8 295107 126484 198662 60663.1 99924.4 55489 57235.1 331257 51829 41761.6 41590.1 41279.9 51934.1 35342 33095 31222.5 22962.1 17671.3 13873 13041.1 8193.08 4522.54 threshold=213.3887 242.64500000000001 20.073375000000006 106.46850000000002 0 243.58000000000001 1048.2900000000002 442.89500000000004 25.226500000000005 1048.2900000000002 483.07500000000005 9.5725000000000016 650.90000000000009 1 2 21.474750000000004 12.129996500000003 6.3297360000000014 783.48000000000013 48.662000000000006 150.51452500000002 233.17050000000003 1042.2668000000001 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 left_child=6 2 3 4 11 21 7 9 10 12 -9 20 13 -1 -15 -7 -4 19 -14 -12 -2 -6 -20 right_child=1 -3 16 -5 5 15 -8 8 -10 -11 17 -13 18 14 -16 -17 -18 -19 22 -21 -22 -23 -24 leaf_value=0.20842302876710894 -0.082132039910501192 1.0969386986323766 -0.21316349704350745 0.80929194646990965 0.58272690045833586 0.090094303749073512 0.38807508004678265 0.40306830324232579 1.3932201462704688 -0.44590393329755623 -0.052681303303918722 0.35704224429669834 0.43098776561873303 -0.093797873821689845 0.00057625998099287729 -0.27167433322008167 -0.71658097028732304 0.25711042439937593 0.21065962314605713 -0.33585280895233155 -0.32304428710937499 0.34246880748055197 0.022286131221055983 leaf_weight=110 222 28 28 36 40 261 37 24 20 26 81 21 28 388 132938 28 22 20 26 22 25 22 25 leaf_count=110 222 28 28 36 40 261 37 24 20 26 81 21 28 388 132938 28 22 20 26 22 25 22 25 internal_value=0 0.090116 0.0501287 0.087136 0.0451367 0.129504 0.000868693 0.000761544 0.185774 0.000530176 0.0214959 -0.0676674 0.000617113 0.000481818 0.000294602 0.0550441 -0.434667 -0.0529572 0.229139 -0.113165 -0.106516 0.497474 0.11832 internal_weight=0 733 705 655 619 351 133745 133708 167 133541 147 268 133515 133436 133326 289 50 123 79 103 247 62 51 internal_count=134478 733 705 655 619 351 133745 133708 167 133541 147 268 133515 133436 133326 289 50 123 79 103 247 62 51 cat_boundaries=0 1 6 10 cat_threshold=3121 0 2 0 0 139264 1048576 262145 4 128 is_linear=0 shrinkage=0.01 Tree=845 num_leaves=13 num_cat=2 split_feature=2 4 17 25 11 5 4 5 11 25 26 17 split_gain=86679.5 91075.6 42552.1 37306.7 33188.3 178062 64543.7 39977.4 60042.4 30319.9 4575.8 1370.87 threshold=1048.2900000000002 1048.2900000000002 577.6975000000001 0 232.77000000000001 232.66575000000003 37.266186000000005 254.97775000000004 35.375000000000007 1 2022.5000000000002 765.43425000000013 decision_type=2 2 2 9 2 2 2 2 2 9 2 2 left_child=1 2 3 10 7 6 -6 9 -9 -5 -1 -4 right_child=-2 -3 11 4 5 -7 -8 8 -10 -11 -12 -13 leaf_value=-0.11928772679690657 0.50501668453216553 -0.51745814071858631 -0.3484497594833374 0.018218279330805439 -0.009325991767838545 0.949374998756077 0.49447371746812552 -0.070082572419148975 -0.61889409473964141 -0.00078520937595763333 -0.24285804775453382 -0.24264108734130857 leaf_weight=58 34 34 24 8994 277 23 28 393 21 124285 62 25 leaf_count=58 34 34 24 8994 277 23 28 393 21 124285 62 25 internal_value=0 3.72502e-05 0.000168369 0.000275995 0.000440183 0.100907 0.0369245 0.000193732 -0.0979208 0.000498502 -0.169045 -0.294466 internal_weight=0 134224 134190 134141 134021 328 305 133693 414 133279 120 49 internal_count=134258 134224 134190 134141 134021 328 305 133693 414 133279 120 49 cat_boundaries=0 4 10 cat_threshold=0 0 0 16777216 5242880 538181651 409600 550830208 172107840 21045281 is_linear=0 shrinkage=0.01 Tree=846 num_leaves=9 num_cat=1 split_feature=3 2 17 25 9 13 11 17 split_gain=179909 81758 41724.3 36593.4 34589.5 37240 34789.7 1343.59 threshold=1048.2900000000002 1048.2900000000002 577.6975000000001 0 1037.4750000000001 673.83140000000014 756.4475000000001 765.43425000000013 decision_type=2 2 2 9 2 2 2 2 left_child=1 2 3 -1 5 6 -5 -4 right_child=-2 -3 7 4 -6 -7 -8 -9 leaf_value=-0.1673548328784796 -0.69705084517195415 0.49804079879413954 -0.3449652632077535 0.00044768200117593562 0.38010389645894371 -0.29044085741720416 0.31576520756312781 -0.24021467399597168 leaf_weight=120 37 33 24 133916 24 44 35 25 leaf_count=120 37 33 24 133916 24 44 35 25 internal_value=0 0.000355692 0.0002333 0.000339875 0.000502478 0.000434525 0.000530071 -0.291521 internal_weight=0 134221 134188 134139 134019 133995 133951 49 internal_count=134258 134221 134188 134139 134019 133995 133951 49 cat_boundaries=0 4 cat_threshold=0 0 0 16777216 is_linear=0 shrinkage=0.01 Tree=847 num_leaves=11 num_cat=1 split_feature=17 25 9 13 7 7 10 7 26 17 split_gain=40874.4 37200.7 33913.1 32533.1 34678.6 49839.7 32510.2 24769.5 4800.07 1316.86 threshold=577.6975000000001 0 1037.4750000000001 673.83140000000014 1042.2668000000001 650.90000000000009 638.18750000000011 783.48000000000013 2022.5000000000002 765.43425000000013 decision_type=2 9 2 2 2 2 2 2 2 2 left_child=1 8 3 4 5 6 -3 -7 -1 -2 right_child=9 2 -4 -5 -6 7 -8 -9 -10 -11 leaf_value=-0.11642129832300648 -0.34151561180750528 0.00029075742169553948 0.37630290667215982 -0.26846931950251263 -0.36472104190060728 0.53590575752258307 0.21433131191931981 0.10284622839518956 -0.24249721199747118 -0.23781253318786622 leaf_weight=58 24 133869 24 45 26 25 71 28 63 25 leaf_count=58 24 133869 24 45 26 25 71 28 63 25 internal_value=0 0.000267165 0.000431667 0.000364411 0.000454678 0.000525537 0.000404218 0.30712 -0.168166 -0.288606 internal_weight=0 134209 134088 134064 134019 133993 133940 53 121 49 internal_count=134258 134209 134088 134064 134019 133993 133940 53 121 49 cat_boundaries=0 4 cat_threshold=0 0 0 16777216 is_linear=0 shrinkage=0.01 Tree=848 num_leaves=13 num_cat=2 split_feature=2 4 17 25 11 5 4 5 13 25 26 17 split_gain=83417.9 89244 40062.2 35170.9 32325.9 174275 63252.1 39191.1 71614.2 29733.5 4392.78 1290.65 threshold=1048.2900000000002 1048.2900000000002 577.6975000000001 0 232.77000000000001 232.66575000000003 37.266186000000005 254.97775000000004 8.3822000000000028 1 2022.5000000000002 765.43425000000013 decision_type=2 2 2 9 2 2 2 2 2 9 2 2 left_child=1 2 3 10 7 6 -6 9 -9 -5 -1 -4 right_child=-2 -3 11 4 5 -7 -8 8 -10 -11 -12 -13 leaf_value=-0.11525708543843237 0.49542219386381264 -0.51223085631342491 -0.33810045560201013 0.018034419330641271 -0.0095025837184720095 0.93897695831630545 0.48923073227916447 -0.062220232417224609 -0.5948951336189553 -0.00078439963416424496 -0.23633094635701948 -0.23543440284729006 leaf_weight=58 34 34 24 8994 277 23 28 387 27 124285 62 25 leaf_count=58 34 34 24 8994 277 23 28 387 27 124285 62 25 internal_value=0 3.46639e-05 0.000164458 0.000268888 0.000428306 0.0995814 0.0362828 0.000185077 -0.0969599 0.000486836 -0.164134 -0.28572 internal_weight=0 134224 134190 134141 134021 328 305 133693 414 133279 120 49 internal_count=134258 134224 134190 134141 134021 328 305 133693 414 133279 120 49 cat_boundaries=0 4 10 cat_threshold=0 0 0 16777216 5242880 538181651 409600 550830208 172107840 21045281 is_linear=0 shrinkage=0.01 Tree=849 num_leaves=11 num_cat=3 split_feature=3 2 4 17 7 6 25 25 25 17 split_gain=176308 78530.6 50003 39309.9 36222.4 62789.3 37603.9 34394.6 2616.52 1264.97 threshold=1048.2900000000002 1048.2900000000002 1048.2900000000002 577.6975000000001 650.90000000000009 27.286500000000004 0 1 2 765.43425000000013 decision_type=2 2 2 2 2 2 9 9 9 2 left_child=1 2 3 4 6 -6 8 -8 -1 -5 right_child=-2 -3 -4 9 5 -7 7 -9 -10 -11 leaf_value=0.1750377474982163 -0.69004231633366775 0.48811200228604407 -0.38898444410526395 -0.33471945126851405 0.043648826406713123 0.68329980055491135 -0.16249273451933494 0.00024352454747454983 0.074175573722655028 -0.2330800567626953 leaf_weight=106 37 33 33 24 57 21 120 133693 109 25 leaf_count=106 37 33 33 24 57 21 120 133693 109 25 internal_value=0 0.000348793 0.000228841 0.000324581 0.000428053 0.215863 0.000302677 8.54555e-05 0.129472 -0.282863 internal_weight=0 134221 134188 134155 134106 78 134028 133813 215 49 internal_count=134258 134221 134188 134155 134106 78 134028 133813 215 49 cat_boundaries=0 5 9 14 cat_threshold=0 262146 0 65536 139328 0 0 0 16777216 0 0 0 65536 8192 is_linear=0 shrinkage=0.01 Tree=850 num_leaves=19 num_cat=4 split_feature=7 2 10 9 2 9 2 5 26 25 24 26 23 24 5 26 24 7 split_gain=41124.5 37637.4 34524.5 225764 28220.7 27384.6 364889 46143.5 35992.2 30780.2 251551 128459 28064.2 26866.2 18676.9 20705.1 18159.3 17834.4 threshold=549.10000000000002 0.49256999999999995 638.18750000000011 27.301200000000005 1048.2900000000002 370.88500000000005 34.591000000000001 3.4365000000000001 2022.5000000000002 0 1 2022.5000000000002 219.08740500000002 2 16.747500000000006 2022.5000000000002 3 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 2 9 1 2 2 1 2 2 1 2 left_child=2 14 4 -4 5 9 7 8 -7 10 11 -1 13 -11 15 -2 -12 -17 right_child=1 -3 3 -5 -6 6 -8 -9 -10 12 16 -13 -14 -15 -16 17 -18 -19 leaf_value=0.16332353499627883 0.21812605422476064 -0.58180371725559232 -0.15624074254994808 1.1163983612060546 0.28058372788959079 0.40596805967035748 1.3314370986548338 -0.48928078675270081 -0.04119726762648613 -0.007684998468582796 -0.011794011908680646 0.8151818333641957 0.3747088851928711 0.0026728642797671509 -0.36934649830772764 -0.33529585649967197 -0.18991050294608122 0.032171294029269902 leaf_weight=62 23 20 46 20 36 21 22 20 126 33367 124 59 20 100267 21 25 111 28 leaf_count=62 23 20 46 20 36 21 22 20 126 33367 124 59 20 100267 21 25 111 28 internal_value=0 -0.186812 0.00075028 0.229407 0.000637855 0.000562757 0.120849 -0.0386296 0.0226835 0.000393113 0.0919733 0.444441 0.000142288 8.62402e-05 -0.105371 -0.0324303 -0.100243 -0.141162 internal_weight=0 117 134301 66 134235 134199 189 167 147 134010 356 121 133654 133634 97 76 235 53 internal_count=134418 117 134301 66 134235 134199 189 167 147 134010 356 121 133654 133634 97 76 235 53 cat_boundaries=0 5 6 7 8 cat_threshold=0 262146 0 134217728 139776 1220 2180 2073 is_linear=0 shrinkage=0.01 Tree=851 num_leaves=18 num_cat=3 split_feature=9 2 26 2 1 23 22 1 25 1 24 12 25 26 11 9 9 split_gain=28794.2 227723 70317.3 34154.7 41573 27484.5 26204.3 30437.2 126999 89545.4 88662.4 35313.7 37943.6 14649.8 14472.8 6665.53 1379.88 threshold=370.88500000000005 91.078750000000014 2022.5000000000002 783.48000000000013 61.707500000000003 219.08740500000002 426.40000000000003 213.87530000000001 0 438.37500000000006 1 650.90000000000009 2 2022.5000000000002 13.016250000000001 678.37500000000011 454.75000000000006 decision_type=2 2 2 2 2 2 2 2 9 2 1 2 9 2 2 2 2 left_child=3 2 -2 5 13 6 7 11 9 -9 -10 12 -1 -5 15 16 -4 right_child=1 -3 14 4 -6 -7 -8 8 10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.050050924339589548 0.49682309360504151 1.1056352443922135 -0.13759652592040397 -0.13554136548723494 0.60464801311492922 0.37096182823181151 0.36217031288146972 0.070157499103932763 0.027557540856117058 0.70327407106757167 -0.22511703063202443 -0.25282316501574081 4.4124446663972227e-05 0.2023254645954479 -0.32588455274701117 0.053913119506835944 -0.055955238684694819 leaf_weight=1525 25 21 37 21 20 20 20 74 232 32 344 55 131842 33 20 50 47 leaf_count=1525 25 21 37 21 20 20 20 74 232 32 344 55 131842 33 20 50 47 internal_value=0 0.12048 0.00490265 0.000402336 0.21518 0.000283854 0.00022858 0.000174601 -0.0664605 0.238762 -0.124612 0.000515213 0.000619689 0.0709328 -0.0749546 -0.0375023 -0.0919163 internal_weight=0 200 179 134218 74 134144 134124 134104 682 106 576 133422 133367 54 154 134 84 internal_count=134418 200 179 134218 74 134144 134124 134104 682 106 576 133422 133367 54 154 134 84 cat_boundaries=0 3 4 10 cat_threshold=512 1048576 16640 793 1048576 393219 4100 150994944 139776 32 is_linear=0 shrinkage=0.01 Tree=852 num_leaves=20 num_cat=5 split_feature=3 7 1 3 25 24 2 25 24 0 25 26 0 7 26 26 7 26 7 split_gain=184585 27037.6 46306.8 35063.8 26147.6 148470 62182 61598.4 138626 58229.4 49034.7 60330.2 27631.7 14060.9 13979.3 4823.28 3526.79 2967.65 980.219 threshold=1048.2900000000002 549.10000000000002 39.541800000000002 782.62500000000011 0 1 1048.2900000000002 2 3 782.62500000000011 4 2022.5000000000002 243.58000000000001 783.48000000000013 2022.5000000000002 2022.5000000000002 1042.2668000000001 2022.5000000000002 650.90000000000009 decision_type=2 2 2 2 9 1 2 9 1 2 9 2 2 2 2 2 2 2 2 left_child=1 3 13 4 5 7 9 14 -9 12 11 -7 -6 18 -1 -12 -15 -11 -3 right_child=-2 2 -4 -5 6 10 -8 8 -10 17 15 -13 -14 16 -16 -17 -18 -19 -20 leaf_value=-0.067118525368826731 0.74837889006643576 -0.13277002155780793 -0.57767995754877721 0.31699659367970057 0.0001417985162611746 0.26818395063683798 0.45533143424987793 0.54774047575706297 0.031781967672808421 0.21991362079977989 -0.12948138851764773 -0.1428665248552958 -0.072966443753598509 -0.017318716545899709 0.13134087966548072 -0.22054551373635017 0.1579691075601361 0.35142247361105844 -0.22412682394186656 leaf_weight=70 33 23 21 35 132883 74 30 111 106 32 121 69 519 24 72 112 22 37 24 leaf_count=70 33 23 21 35 132883 74 30 111 106 32 121 69 519 24 72 112 22 37 24 internal_value=0 0.000391445 -0.153547 0.000522144 0.000439628 0.0595182 0.0001099 0.202497 0.308208 7.58888e-06 -0.078706 0.0652799 -0.000142629 -0.0577751 0.0313043 -0.166125 0.0665146 0.290433 -0.17942 internal_weight=0 134385 114 134271 134236 735 133501 359 217 133471 376 143 133402 93 142 233 46 69 47 internal_count=134418 134385 114 134271 134236 735 133501 359 217 133471 376 143 133402 93 142 233 46 69 47 cat_boundaries=0 5 6 10 11 15 cat_threshold=0 262146 4100 134217728 139776 1733 0 262144 4 134217728 133 0 262144 4 134217728 is_linear=0 shrinkage=0.01 Tree=853 num_leaves=18 num_cat=1 split_feature=3 7 1 3 9 9 11 3 2 25 9 9 9 6 26 9 7 split_gain=180911 26499.7 45385.3 34365.9 28630.8 153348 68696.5 57226.6 43514.4 41313.9 34503.7 32532.5 29700.4 25191.8 17188.8 16540.4 13564.1 threshold=1048.2900000000002 549.10000000000002 39.541800000000002 782.62500000000011 168.64500000000001 158.04750000000004 91.496800000000007 134.02375000000004 1048.2900000000002 0 297.82575000000008 797.90800000000002 370.88500000000005 61.215000000000011 2022.5000000000002 164.68524000000002 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 3 13 4 5 8 7 11 9 -1 -9 -6 -8 14 -3 -7 -16 right_child=-2 2 -4 -5 6 15 12 10 -10 -11 -12 -13 -14 -15 16 -17 -18 leaf_value=0.076201147346735332 0.74089513952081865 0.25519710561503534 -0.5719031615484329 0.31382662194115774 -0.044779922613131115 0.66148477330803868 -0.22868519302570459 0.046753517438968023 -0.35719053436728082 0.00019371608831982782 0.60179320695499583 -0.37019362247351445 -0.71705271241068846 -0.37163529065251355 -0.25357822881444642 0.32867633559874132 0.076893289619021948 leaf_weight=709 33 23 21 35 445 32 33 24 34 132857 21 33 20 20 23 28 27 leaf_count=709 33 23 21 35 445 32 33 24 34 132857 21 33 20 20 23 28 27 internal_value=0 0.000387962 -0.152012 0.000517354 0.000435663 0.000738838 -0.0699156 -0.0351505 0.000511846 0.000602901 0.305772 -0.0672457 -0.412975 -0.0571973 0.02895 0.506174 -0.0751236 internal_weight=0 134385 114 134271 134236 133660 576 523 133600 133566 45 478 53 93 73 60 50 internal_count=134418 134385 114 134271 134236 133660 576 523 133600 133566 45 478 53 93 73 60 50 cat_boundaries=0 5 cat_threshold=0 262146 4100 134217728 139776 is_linear=0 shrinkage=0.01 Tree=854 num_leaves=27 num_cat=8 split_feature=3 4 25 1 1 1 24 4 1 25 24 3 3 18 23 25 24 25 25 17 3 1 4 5 4 18 split_gain=177311 30696.1 197025 96612.6 145066 110932 95238.2 94406.2 38508.2 38436.6 33535.9 43696.7 33294.8 26299.4 25224.8 24510.6 52098.4 56656.7 50518.1 21310.9 19817.2 19650.4 13670.9 7289.47 1101.86 156.263 threshold=1048.2900000000002 64.756750000000025 0 293.71100000000007 99.922600000000003 12.562400000000002 1 109.52500000000002 293.71100000000007 2 3 212.70000000000005 12.567000000000002 475.19100000000009 232.65000000000001 4 5 6 7 524.22500000000014 134.02375000000004 317.92500000000007 441.87500000000006 211.90000000000003 779.31175000000019 678.28640000000007 decision_type=2 2 9 2 2 2 1 2 2 9 1 2 2 2 2 9 1 9 9 2 2 2 2 2 2 2 left_child=1 13 3 4 5 6 -3 -7 9 10 11 -4 -6 14 15 16 18 -18 -1 21 -12 -17 23 -11 -24 -15 right_child=-2 2 8 -5 12 7 -8 -9 -10 22 20 -13 -14 25 -16 19 17 -19 -20 -21 -22 -23 24 -25 -26 -27 leaf_value=0.093922445356054637 0.73348616339943629 -0.052067149412982607 0.071941413095811521 0.89368841218948358 -0.11461648021425519 0.11368133328177712 0.28572290835193559 0.93294115121547994 -0.42665666253670403 -0.044437986932951833 -0.024953528887126597 0.55062865115702153 -0.64882967698574068 0.22068414435535669 0.35483951854705809 -0.0011685836867716484 0.14280351797389565 -0.021099929511646864 0.012687909313895246 0.22665862316038549 -0.34449842997959684 -0.080755531078749526 -0.16132231657965143 -0.23409175327845982 -0.2379270656619753 0.25818567352294919 leaf_weight=1346 33 126 410 20 28 22 245 39 23 580 256 20 20 20 20 125727 217 2977 1785 41 21 311 57 21 28 25 leaf_count=1346 33 126 410 20 28 22 245 39 23 580 256 20 20 20 20 125727 217 2977 1785 41 21 311 57 21 28 25 internal_value=0 0.000384139 0.0401239 0.208533 0.184329 0.242278 0.1773 0.63747 -0.0206693 -0.0141144 0.0374979 0.0920649 -0.337205 -0.000190647 -0.000272784 -0.000326425 0.0188673 -0.0095534 0.047798 -0.00129071 -0.0474654 -0.00136497 -0.0668783 -0.0510648 -0.186557 0.241518 internal_weight=0 134385 1916 500 480 432 371 61 1416 1393 707 430 48 132469 132424 132404 6325 3194 3131 126079 277 126038 686 601 85 45 internal_count=134418 134385 1916 500 480 432 371 61 1416 1393 707 430 48 132469 132424 132404 6325 3194 3131 126079 277 126038 686 601 85 45 cat_boundaries=0 4 5 11 12 18 19 25 30 cat_threshold=33792 1050656 5120 2147483648 2152 838861316 131072 677396544 0 16793601 268435456 1986 1065088 394499 33819012 1208225792 138586626 6365216 636 1048576 262144 4 0 172544 8224 0 131075 33554816 134217728 8194 is_linear=0 shrinkage=0.01 Tree=855 num_leaves=19 num_cat=4 split_feature=3 2 25 6 26 1 25 25 11 19 3 25 2 11 6 6 1 5 split_gain=107377 54040 28583.6 50687.1 41459.7 74429 50972.7 44635.1 34763.7 33821.9 32855.4 93274.8 170614 43938.1 32806.5 35178.6 30003.9 18102.3 threshold=1048.2900000000002 1048.2900000000002 0 650.90000000000009 2022.5000000000002 398.24814000000003 1 2 202.63000000000002 452.62500000000006 72.992500000000021 3 91.078750000000014 132.07150000000004 483.07500000000005 442.89500000000004 23.614500000000003 43.669000000000011 decision_type=2 2 9 2 2 2 9 9 2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 5 7 16 -1 -8 10 14 12 -12 -13 15 -4 -6 -16 right_child=-2 -3 9 -5 6 -7 8 -9 -10 -11 11 13 -14 -15 17 -17 -18 -19 leaf_value=0.17067120290435522 0.57065677816217597 -0.35848384652818949 -0.0014266973285541984 0.5195297455191612 0.08342375314639261 0.55023908036095759 -0.022616161531832529 0.026444529047217225 0.21985013953844706 -0.29932184206812007 0.14325874788530413 0.026834280412170237 1.033499066925049 -0.27846432573941288 -0.11306269298493864 0.38969859600067142 -0.16258018286723011 -0.44295535462243218 leaf_weight=216 33 42 122738 20 768 28 4088 4691 60 38 155 1242 25 49 80 23 53 21 leaf_count=216 33 42 122738 20 768 28 4088 4691 60 38 155 1242 25 49 80 23 53 21 internal_value=0 0.000161348 0.000273512 0.0165969 0.015598 0.0361285 -0.00479194 0.0331949 -0.019063 -0.00103024 -0.000939155 0.0460408 0.252856 0.0151295 -0.00150164 -0.00135342 0.0667301 -0.181654 internal_weight=0 134337 134295 9924 9904 4935 4969 4907 4148 124371 124333 1471 180 1291 122862 122761 821 101 internal_count=134370 134337 134295 9924 9904 4935 4969 4907 4148 124371 124333 1471 180 1291 122862 122761 821 101 cat_boundaries=0 6 12 18 21 cat_threshold=2148794496 67373059 152065 2572746752 172098048 2170928 2147483648 2 0 2303721472 512 8192 1048576 262145 0 589824 33685504 32 0 135168 536871936 is_linear=0 shrinkage=0.01 Tree=856 num_leaves=11 num_cat=1 split_feature=3 2 9 13 25 3 7 13 0 3 split_gain=105240 52964.6 34541.2 28124.8 26863.4 58448.1 45442.3 25613.6 24222.2 5971.38 threshold=1048.2900000000002 1048.2900000000002 1037.4750000000001 673.83140000000014 0 22.718000000000004 401.66700000000003 465.60925000000003 1083.9006000000002 364.99000000000007 decision_type=2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -6 -7 right_child=-2 -3 -4 -5 7 9 -8 -9 -10 -11 leaf_value=0.055069681764730191 0.56495018178766421 -0.35489903154827301 0.37194162554740906 -0.23692388429641725 -0.0003962892780122839 -0.17113485204762427 -0.38295412540435791 0.24098474784330889 0.27056286176045735 -0.36155022092487499 leaf_weight=1802 33 42 25 50 132236 58 24 44 33 23 leaf_count=1802 33 42 25 50 132236 58 24 44 33 23 internal_value=0 0.000159881 0.000270924 0.000201722 0.000290057 0.037456 0.0493125 -0.000248421 -0.000328687 -0.225203 internal_weight=0 134337 134295 134270 134220 1907 1826 132313 132269 81 internal_count=134370 134337 134295 134270 134220 1907 1826 132313 132269 81 cat_boundaries=0 6 cat_threshold=2147745792 262147 4100 423690240 33686016 8224 is_linear=0 shrinkage=0.01 Tree=857 num_leaves=11 num_cat=1 split_feature=3 2 9 13 25 3 1 13 0 3 split_gain=103146 51910.6 33853.8 27565.1 26328.8 57285 50347.3 25103.9 23740.2 5852.55 threshold=1048.2900000000002 1048.2900000000002 1037.4750000000001 673.83140000000014 0 22.718000000000004 481.77300000000008 465.60925000000003 1083.9006000000002 364.99000000000007 decision_type=2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -6 -7 right_child=-2 -3 -4 -5 7 9 -8 -9 -10 -11 leaf_value=0.055372124493155254 0.55930069721106335 -0.35135001931871684 0.3682222281932831 -0.23455464649200441 -0.00039232639445222476 -0.16942350288917279 -0.37195930208478656 0.23857490626248445 0.26785720680699204 -0.35793471533319227 leaf_weight=1798 33 42 25 50 132236 58 28 44 33 23 leaf_count=1798 33 42 25 50 132236 58 28 44 33 23 internal_value=0 0.000158282 0.000268215 0.000199705 0.000287156 0.0370815 0.0488194 -0.000245937 -0.0003254 -0.222951 internal_weight=0 134337 134295 134270 134220 1907 1826 132313 132269 81 internal_count=134370 134337 134295 134270 134220 1907 1826 132313 132269 81 cat_boundaries=0 6 cat_threshold=2147745792 262147 4100 423690240 33686016 8224 is_linear=0 shrinkage=0.01 Tree=858 num_leaves=10 num_cat=1 split_feature=3 2 9 13 25 1 3 15 21 split_gain=101093 50877.6 33180.2 27016.5 25860.7 47301.8 40502.3 24792.2 33449.8 threshold=1048.2900000000002 1048.2900000000002 1037.4750000000001 673.83140000000014 0 481.77300000000008 1.6530000000000002 676.70640000000014 327.92500000000007 decision_type=2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -6 right_child=-2 -3 -4 -5 7 -7 -8 -9 -10 leaf_value=0.037448151084750664 0.55370769731926195 -0.34783652271543231 0.36454003024101256 -0.23220910186767579 -0.00044856314341010868 -0.36197014470254224 -0.13211891932146888 -0.26282976872391173 0.31796731150511542 leaf_weight=3374 33 42 25 50 130599 31 147 36 33 leaf_count=3374 33 42 25 50 130599 31 147 36 33 internal_value=0 0.0001567 0.000265533 0.000197708 0.000284284 0.026869 0.0303688 -0.000440402 -0.000368126 internal_weight=0 134337 134295 134270 134220 3552 3521 130668 130632 internal_count=134370 134337 134295 134270 134220 3552 3521 130668 130632 cat_boundaries=0 6 cat_threshold=2148794496 262147 4100 424738816 37880320 2105392 is_linear=0 shrinkage=0.01 Tree=859 num_leaves=15 num_cat=3 split_feature=3 2 9 25 24 26 25 4 7 2 6 0 0 5 split_gain=99081.6 49865.1 32519.9 25430.4 62561.6 84892.8 87980.1 61150.5 42748.7 35888.3 40335 65751.5 33698.1 29196.9 threshold=1048.2900000000002 1048.2900000000002 1037.4750000000001 0 1 2022.5000000000002 2 150.01600000000005 650.90000000000009 783.48000000000013 545.08500000000015 782.62500000000011 782.62500000000011 43.669000000000011 decision_type=2 2 2 9 1 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 12 10 11 -5 -6 -12 right_child=-2 -3 -4 9 8 7 -8 -9 -10 -11 13 -13 -14 -15 leaf_value=-0.086456099104707265 0.54817062146735918 -0.34435814778010049 0.36089457128643992 -0.0010724038063239895 0.006957509634146708 -0.011179107923332291 0.20089604098040884 0.54892338156700138 -0.45704896807670592 0.39397782574529233 -0.11650873295248371 0.33864252763882025 -0.38496395631269975 -0.54776327586174012 leaf_weight=127 33 42 25 124687 7848 768 605 20 20 23 73 57 22 20 leaf_count=127 33 42 25 124687 7848 768 605 20 20 23 73 57 22 20 internal_value=0 0.000155133 0.000262877 0.000195731 0.0160395 0.0745748 0.152605 0.00303669 0.00468258 -0.000999528 -0.00107238 -0.000917176 0.00586192 -0.209252 internal_weight=0 134337 134295 134270 9410 1520 732 788 7890 124860 124837 124744 7870 93 internal_count=134370 134337 134295 134270 9410 1520 732 788 7890 124860 124837 124744 7870 93 cat_boundaries=0 6 7 13 cat_threshold=2148794496 67371011 20485 2572746752 172098048 2170928 33 0 1 0 2285895680 0 2097152 is_linear=0 shrinkage=0.01 Tree=860 num_leaves=16 num_cat=3 split_feature=25 0 0 8 24 3 2 18 25 0 0 26 26 0 0 split_gain=88567 44032.3 66650.8 125205 101000 90119.1 39986.2 32002.2 32812.3 28925.4 100918 22375.6 22095.4 17848 1014.44 threshold=0 1083.9006000000002 393.76511200000004 8.3312500000000025 1 1048.2900000000002 1048.2900000000002 678.28640000000007 2 782.62500000000011 539.75000000000011 2022.5000000000002 2022.5000000000002 539.75000000000011 539.75000000000011 decision_type=9 2 2 2 1 2 2 2 9 2 2 2 2 2 2 left_child=12 2 5 4 9 6 7 8 -2 10 -4 13 -1 -6 -13 right_child=1 -3 3 -5 11 -7 -8 -9 -10 -11 -12 14 -14 -15 -16 leaf_value=-0.15334255205260383 -0.014121416164060046 0.34861365901099312 0.31541781605414626 -0.85139224330584218 -0.37961751715890296 0.50650043705531533 0.33223707728915741 0.37189946527066442 0.00074257317008113825 0.47507582231001422 -0.44521298995384806 -0.50592076835632327 -0.43684447207621169 -0.062844802659490842 -0.41389708912890888 leaf_weight=54 17005 36 53 24 29 35 36 23 116789 22 26 25 56 46 23 leaf_count=54 17005 36 53 24 29 35 36 23 116789 22 26 25 56 46 23 internal_value=0 -0.00107063 -0.00116456 -0.16495 -0.0914024 -0.000861185 -0.00099385 -0.0010835 -0.00114762 0.14048 0.0650836 -0.271184 -0.272865 -0.18533 -0.461826 internal_weight=0 134172 134136 248 224 133888 133853 133817 133794 101 79 123 110 75 48 internal_count=134282 134172 134136 248 224 133888 133853 133817 133794 101 79 123 110 75 48 cat_boundaries=0 5 6 12 cat_threshold=0 2 0 0 8192 3872 1107460104 1090568192 2214641664 403702793 3490185234 2278532 is_linear=0 shrinkage=0.01 Tree=861 num_leaves=17 num_cat=0 split_feature=5 0 4 8 6 5 0 2 26 2 5 26 6 4 6 4 split_gain=37331.5 41148.6 82138.7 124237 47051.2 125403 40523.7 98200.6 55483.9 41295.7 32634.7 26579.7 26199.7 5970.88 571.033 222.018 threshold=1066.3056000000001 1083.9006000000002 543.53000000000009 5.6142500000000011 545.08500000000015 80.262500000000017 478.01250000000005 22.090000000000007 2022.5000000000002 1048.2900000000002 293.27220000000005 2022.5000000000002 783.48000000000013 779.31175000000019 1043.5418000000002 779.31175000000019 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 11 6 12 9 8 -8 10 -1 13 -6 -4 -14 -13 right_child=-2 -3 3 -5 5 -7 7 -9 -10 -11 -12 15 14 -15 -16 -17 leaf_value=-0.00090213898775234891 -0.35401921129226688 0.3235529630612104 0.14354453456812891 -0.95553268398557389 -0.17258510037472374 0.82790688724517825 0.12446531752465477 -0.7998758895056588 -0.29444577861250493 0.35264723156437733 -0.1013854590681508 -0.24021240696310997 0.20452040836728852 -0.072208973324817155 0.13604934011186873 -0.27877047114074233 leaf_weight=133461 30 39 29 21 38 25 71 21 57 33 324 28 29 23 21 32 leaf_count=133461 30 39 29 21 38 25 71 21 57 33 324 28 29 23 21 32 internal_value=0 -0.00122173 -0.00131611 -0.249705 -0.00106972 0.202899 -0.00124177 -0.166066 -0.062081 -0.00105824 -0.00114549 -0.117363 0.0253397 0.0481151 0.175763 -0.260777 internal_weight=0 134252 134213 133 134080 113 133967 149 128 133818 133785 112 88 52 50 60 internal_count=134282 134252 134213 133 134080 113 133967 149 128 133818 133785 112 88 52 50 60 is_linear=0 shrinkage=0.01 Tree=862 num_leaves=13 num_cat=1 split_feature=25 0 4 3 0 18 0 1 5 26 26 4 split_gain=86877.7 42396.4 75940.6 64943.2 64908 38717.3 34477.5 52349.9 36512.5 21675.7 18639.1 388.17 threshold=0 1083.9006000000002 543.53000000000009 1048.2900000000002 8.0855000000000015 678.28640000000007 393.76511200000004 6.2950000000000008 293.27220000000005 2022.5000000000002 2022.5000000000002 779.31175000000019 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 5 10 6 8 -8 -2 -1 -4 -12 right_child=1 -3 4 -5 -6 -7 7 -9 -10 -11 11 -13 leaf_value=-0.15185235888869675 -0.00060626169133423072 0.34208018249935579 0.010240151007970176 0.43608780580408435 -0.76563114738464355 0.40059947232405341 -0.049724091242014434 -0.42848175740242006 -0.103763804224558 -0.43264929424971343 -0.22695566510961904 -0.27522997028297846 leaf_weight=54 133364 36 45 34 20 24 193 45 344 56 31 36 leaf_count=54 133364 36 45 34 20 24 193 45 344 56 31 36 internal_value=0 -0.00104683 -0.001139 -0.000902848 -0.240877 -0.00101375 -0.00108571 -0.121338 -0.000871662 -0.270237 -0.147171 -0.252894 internal_weight=0 134172 134136 134004 132 133970 133946 238 133708 110 112 67 internal_count=134282 134172 134136 134004 132 133970 133946 238 133708 110 112 67 cat_boundaries=0 5 cat_threshold=0 2 0 0 8192 is_linear=0 shrinkage=0.01 Tree=863 num_leaves=14 num_cat=3 split_feature=25 0 4 8 3 18 0 24 26 25 26 4 4 split_gain=85148.8 41552.7 74429.4 123378 63650.8 37946.8 33791.4 83497.2 26287.1 23524.9 21244.4 4452.51 181.69 threshold=0 1083.9006000000002 543.53000000000009 5.6142500000000011 1048.2900000000002 678.28640000000007 393.76511200000004 1 2022.5000000000002 2 2022.5000000000002 779.31175000000019 779.31175000000019 decision_type=9 2 2 2 2 2 2 1 2 9 2 2 2 left_child=10 2 4 8 5 6 9 -8 11 -2 -1 -4 -10 right_child=1 -3 3 -5 -6 -7 7 -9 12 -11 -12 -13 -14 leaf_value=-0.15033384168589556 -0.014252020516561414 0.33865940994686555 0.14280932385345985 -0.9413512241272699 0.43172695833093983 0.39659345289071402 0.089800037614300735 -0.27727835647603299 -0.22937781056838816 0.00045105760288234744 -0.42832278983667493 -0.045849524302916091 -0.26420039299995668 leaf_weight=54 11940 36 29 21 34 24 107 131 29 121768 56 22 31 leaf_count=54 11940 36 29 21 34 24 107 131 29 121768 56 22 31 internal_value=0 -0.00103636 -0.00112761 -0.238468 -0.00089382 -0.00100361 -0.00107485 -0.120125 -0.10549 -0.000862946 -0.267534 0.0614271 -0.247369 internal_weight=0 134172 134136 132 134004 133970 133946 238 111 133708 110 51 60 internal_count=134282 134172 134136 132 134004 133970 133946 238 111 133708 110 51 60 cat_boundaries=0 5 6 12 cat_threshold=0 2 0 0 8192 2852 1107427338 17350656 67158020 403702792 1342701714 2278532 is_linear=0 shrinkage=0.01 Tree=864 num_leaves=14 num_cat=3 split_feature=25 0 4 8 3 18 0 24 26 25 26 4 4 split_gain=83454.3 40725.9 72948.2 120922 62384.2 37191.7 33163.1 81959.2 25764 23650.8 20821.6 4363.9 178.074 threshold=0 1083.9006000000002 543.53000000000009 5.6142500000000011 1048.2900000000002 678.28640000000007 393.76511200000004 1 2022.5000000000002 2 2022.5000000000002 779.31175000000019 779.31175000000019 decision_type=9 2 2 2 2 2 2 1 2 9 2 2 2 left_child=10 2 4 8 5 6 9 -8 11 -2 -1 -4 -10 right_child=1 -3 3 -5 -6 -7 7 -9 12 -11 -12 -13 -14 leaf_value=-0.14883051179073475 -0.013926614716966799 0.33527281496259903 0.14138122739463016 -0.93193770794641406 0.42740963430965651 0.392627504269282 0.0889787885062715 -0.27470222314198811 -0.22708403283665921 0.00049871518851672767 -0.4240395724773407 -0.045391034429723566 -0.26155838489532474 leaf_weight=54 12532 36 29 21 34 24 107 131 29 121176 56 22 31 leaf_count=54 12532 36 29 21 34 24 107 131 29 121176 56 22 31 internal_value=0 -0.00102615 -0.00111648 -0.236083 -0.000885032 -0.000993728 -0.00106426 -0.119002 -0.104435 -0.000854327 -0.264859 0.0608128 -0.244896 internal_weight=0 134172 134136 132 134004 133970 133946 238 111 133708 110 51 60 internal_count=134282 134172 134136 132 134004 133970 133946 238 111 133708 110 51 60 cat_boundaries=0 5 6 12 cat_threshold=0 2 0 0 8192 2852 167903240 1090568192 2214641668 403702793 3490185234 2278532 is_linear=0 shrinkage=0.01 Tree=865 num_leaves=15 num_cat=3 split_feature=25 24 2 0 6 3 5 1 1 25 26 6 26 26 split_gain=82911 117550 36437.2 35630.9 33230.6 59606.2 29461.2 131911 55331.3 18004 33722.1 14063.5 1782.41 753.695 threshold=0 1 1048.2900000000002 1083.9006000000002 783.48000000000013 1048.2900000000002 26.039500000000004 481.77300000000008 1066.3056000000001 2 2022.5000000000002 1043.5418000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 13 3 4 5 6 8 -8 -2 12 -11 -6 -3 -1 right_child=2 9 -4 -5 11 -7 7 -9 -10 10 -12 -13 -14 -15 leaf_value=0.17514317679823493 -0.00071858633496877159 -0.17165371510717606 0.31408925584844644 0.31051139264493377 0.39800274059690283 -0.46129393986293243 0.023774879350512999 0.75283173446655272 0.42181026651013287 -0.18385341757609522 -0.46510287096103037 0.074353865432739252 -0.10176643684103683 0.12275672930591512 leaf_weight=57 130260 72 37 37 29 28 3399 25 31 81 90 25 74 53 leaf_count=57 130260 72 37 37 29 28 3399 25 31 81 90 25 74 53 internal_value=0 -0.137647 0.000318937 0.000232215 0.000146411 4.62711e-05 0.000142876 0.029098 -0.000618054 -0.234377 -0.313544 0.248165 -0.127499 0.137411 internal_weight=0 427 133871 133834 133797 133743 133715 3424 130291 317 171 54 146 110 internal_count=134298 427 133871 133834 133797 133743 133715 3424 130291 317 171 54 146 110 cat_boundaries=0 5 6 11 cat_threshold=1048576 2 0 150994944 8256 140 1048576 0 0 134217728 64 is_linear=0 shrinkage=0.01 Tree=866 num_leaves=18 num_cat=3 split_feature=25 24 2 10 9 10 9 18 8 0 6 25 26 26 26 10 10 split_gain=81261.1 115211 35712.1 35831.1 261524 33966.4 45819.8 33061.5 23946.4 47387.3 32865.4 17645.7 33051 1746.94 738.697 159.824 1.06185 threshold=0 1 1048.2900000000002 638.18750000000011 27.301200000000005 396.4661000000001 39.187000000000005 678.28640000000007 574.83500000000015 430.17000000000002 34.480800000000009 2 2022.5000000000002 2022.5000000000002 2022.5000000000002 482.16800000000006 442.27000000000004 decision_type=9 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 14 3 5 -5 7 15 8 9 -2 -10 13 -13 -3 -1 16 -7 right_child=2 11 -4 4 -6 6 -8 -9 10 -11 -12 12 -14 -15 -16 -17 -18 leaf_value=0.17339173818889417 4.4379593448481711e-05 -0.16993718160523308 0.31094833863748089 -0.14157578414788952 1.1970515666007995 -0.067163907662034034 -0.53555032866972463 0.38787480571053246 -0.063069455553958945 0.14039515124935334 -0.51805256399512289 -0.18201488263813065 -0.46045184090236824 -0.10074876896432927 0.12152916872276449 -0.039532340952328278 -0.070422512024641032 leaf_weight=57 133298 72 37 54 20 20 27 22 77 241 20 81 90 74 53 35 20 leaf_count=57 133298 72 37 54 20 20 27 22 77 241 20 81 90 74 53 35 20 internal_value=0 -0.136271 0.000315748 0.000229893 0.220215 0.000108191 -0.182306 0.000247399 0.000183585 0.000297673 -0.15688 -0.232033 -0.310408 -0.126224 0.136036 -0.0551381 -0.0687932 internal_weight=0 427 133871 133834 74 133760 102 133658 133636 133539 97 317 171 146 110 75 40 internal_count=134298 427 133871 133834 74 133760 102 133658 133636 133539 97 317 171 146 110 75 40 cat_boundaries=0 5 6 11 cat_threshold=1048576 2 0 150994944 8256 140 1048576 0 0 134217728 64 is_linear=0 shrinkage=0.01 Tree=867 num_leaves=16 num_cat=0 split_feature=3 4 9 0 3 9 3 9 2 9 6 2 5 14 26 split_gain=36754.2 55017.1 34953.1 114420 141505 91927.7 44272.7 34517.2 164761 279778 162224 72053.4 27570.4 25873.8 21413.6 threshold=1048.2900000000002 779.31175000000019 264.73700000000002 186.50375000000003 166.42500000000004 1037.4750000000001 782.62500000000011 66.295378500000012 155.87100000000004 164.68524000000002 261.34101500000003 1048.2900000000002 109.52500000000002 90.972500000000011 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 4 5 13 7 11 10 -10 -9 12 -1 -4 -3 right_child=-2 14 3 -5 -6 -7 -8 8 9 -11 -12 -13 -14 -15 -16 leaf_value=-0.00057938135322534189 -0.31525946385151632 0.050326059212287264 -0.093616237937146601 -0.78327194504115893 0.63937003734487075 -0.72435880178342704 -0.36073470676646519 0.013108569621067101 1.4200128157242486 -0.15737099430777809 0.92257894945144658 -0.44761369652218291 0.051037602383618388 0.28093141913414005 0.42476995751971286 leaf_weight=131674 37 24 237 23 27 23 34 1013 23 22 20 36 1043 20 42 leaf_count=131674 37 24 237 23 27 23 34 1013 23 22 20 36 1043 20 42 internal_value=0 -4.0521e-05 -0.000182485 -0.102973 -0.0520055 -0.118674 7.09101e-05 0.000162573 0.0565201 0.648847 0.0307169 -0.000295069 -0.000173732 -0.0644686 0.288609 internal_weight=0 134261 134195 330 307 280 133865 133831 1078 45 1033 132753 132717 257 66 internal_count=134298 134261 134195 330 307 280 133865 133831 1078 45 1033 132753 132717 257 66 is_linear=0 shrinkage=0.01 Tree=868 num_leaves=16 num_cat=1 split_feature=3 4 9 0 3 9 3 9 2 9 6 2 5 26 24 split_gain=36022.8 53922.3 34257.5 112143 138689 90098.3 43391.7 33830.3 161482 274210 158996 70619.5 27021.7 20987.5 11516.1 threshold=1048.2900000000002 779.31175000000019 264.73700000000002 186.50375000000003 166.42500000000004 1037.4750000000001 782.62500000000011 66.295378500000012 155.87100000000004 164.68524000000002 261.34101500000003 1048.2900000000002 109.52500000000002 2022.5000000000002 0 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=1 2 6 4 5 14 7 11 10 -10 -9 12 -1 -3 -4 right_child=-2 13 3 -5 -6 -7 -8 8 9 -11 -12 -13 -14 -15 -16 leaf_value=-0.00057358754216592551 -0.31210684492781354 0.049822808603445692 0.012597770710126497 -0.77543921387713899 0.63297632212992072 -0.71711519868477536 -0.35712735905366783 0.01297748515628111 1.4058126308607017 -0.15579728345979343 0.91335313820838937 -0.44313755379782782 0.050527226919467254 0.42052223489398044 -0.12090771996934942 leaf_weight=131674 37 24 118 23 27 23 34 1013 23 22 20 36 1043 42 139 leaf_count=131674 37 24 118 23 27 23 34 1013 23 22 20 36 1043 42 139 internal_value=0 -4.01158e-05 -0.00018066 -0.101943 -0.0514854 -0.117487 7.0201e-05 0.000160948 0.0559549 0.642359 0.0304097 -0.000292119 -0.000171995 0.285722 -0.0638239 internal_weight=0 134261 134195 330 307 280 133865 133831 1078 45 1033 132753 132717 66 257 internal_count=134298 134261 134195 330 307 280 133865 133831 1078 45 1033 132753 132717 66 257 cat_boundaries=0 1 cat_threshold=3145 is_linear=0 shrinkage=0.01 Tree=869 num_leaves=16 num_cat=1 split_feature=3 4 9 2 13 9 2 3 9 2 9 24 2 5 26 split_gain=35305.9 52849.2 33597.6 107386 104992 86684.5 60040.2 42528.2 33157.1 158269 268753 76009.6 69214.2 26484 20569.8 threshold=1048.2900000000002 779.31175000000019 264.73700000000002 139.99850000000004 112.51200000000001 1037.4750000000001 15.2125 782.62500000000011 66.295378500000012 155.87100000000004 164.68524000000002 0 1048.2900000000002 109.52500000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 2 7 4 5 6 -4 8 12 11 -11 -10 13 -1 -3 right_child=-2 14 3 -5 -6 -7 -8 -9 9 10 -12 -13 -14 -15 -16 leaf_value=-0.0005678516701484701 -0.30898575241501269 0.049324562599261601 -0.084150795056147767 -0.64213270205439943 0.65889509846270089 -0.69361442885615598 0.48659425145387653 -0.3535560927671545 0.14779988510241021 1.3917545326896337 -0.15423931545831943 -0.031644144423671 -0.43870618859926858 0.050021953697379752 0.41631704983257112 leaf_weight=131674 37 24 235 33 20 22 20 34 349 23 22 684 36 1043 42 leaf_count=131674 37 24 235 33 20 22 20 34 349 23 22 684 36 1043 42 internal_value=0 -3.97953e-05 -0.000178934 -0.100956 -0.0408255 -0.0913468 -0.0393865 6.9499e-05 0.000159338 0.0553954 0.635935 0.0301056 -0.000289197 -0.000170275 0.282865 internal_weight=0 134261 134195 330 297 277 255 133865 133831 1078 45 1033 132753 132717 66 internal_count=134298 134261 134195 330 297 277 255 133865 133831 1078 45 1033 132753 132717 66 cat_boundaries=0 1 cat_threshold=75 is_linear=0 shrinkage=0.01 Tree=870 num_leaves=14 num_cat=0 split_feature=1 26 0 11 5 3 18 4 2 11 11 20 12 split_gain=46534.9 58889 41168.8 40212.9 179007 112928 64885.4 55655.1 39753.7 34028 49733 29841.2 16478.4 threshold=789.60480000000007 2022.5000000000002 1083.9006000000002 232.77000000000001 232.66575000000003 1048.2900000000002 578.38750000000016 49.808750000000011 1048.2900000000002 323.97600000000006 282.40044000000006 549.10000000000002 15.582750000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 7 6 8 9 11 10 -5 -1 -11 right_child=1 -3 -4 4 -6 -7 -8 -9 -10 12 -12 -13 -14 leaf_value=-0.00029097437968366607 0.068234272914774283 -0.48587899592789741 0.32074949645996093 -0.0069580654882722423 0.9816615295410156 -0.60387376108477198 -0.45769313258509486 0.50007335128784181 0.32325793856068663 -0.11470307227053674 0.44413720195357864 0.36803521568124942 0.19052203941345217 leaf_weight=133688 34 44 40 72 22 31 31 25 38 153 37 22 20 leaf_count=133688 34 44 40 72 22 31 31 25 38 153 37 22 20 internal_value=0 -0.244342 -1.71893e-05 -0.000112841 0.110308 -0.000384334 -0.00024449 0.0478658 -0.000138463 0.00777648 0.146166 -0.000230372 -0.0794169 internal_weight=0 78 134179 134139 329 133810 133779 307 133748 282 109 133710 173 internal_count=134257 78 134179 134139 329 133810 133779 307 133748 282 109 133710 173 is_linear=0 shrinkage=0.01 Tree=871 num_leaves=22 num_cat=3 split_feature=25 4 11 12 18 5 3 11 4 6 2 25 5 2 1 4 0 25 12 26 26 split_gain=71462 56530.7 46970 171801 54362.4 48476.7 92073.6 45047.3 41664.7 38149.9 36796.2 37136.1 19243.1 12479 9553.48 8283.27 8618.93 10798 2041.2 820.983 251.337 threshold=0 1048.2900000000002 232.77000000000001 74.975500000000025 578.38750000000016 483.07500000000005 57.417500000000011 756.4475000000001 35.292500000000011 26.146800000000006 1048.2900000000002 1 1066.3056000000001 18.539550000000002 22.686328000000007 18.539550000000002 22.686328000000007 2 233.17500000000004 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 left_child=13 2 4 7 5 10 12 8 9 -4 11 -2 -7 14 15 16 17 19 -5 -1 -19 right_child=1 -3 3 18 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 20 -20 -21 -22 leaf_value=-0.022109073609796189 0.09059452228182184 0.45780968912221764 -0.018293040678339097 0.79034021449089054 -0.43301602067618533 -0.13564357442515237 -0.77938047203150662 0.3908407672759025 -0.45110397768020633 0.41111172121504075 0.32912301119636084 -0.00020145255559291976 0.19162424770268527 -0.3679874844551087 -0.31612227093089712 -0.301330668926239 -0.29039582933698382 -0.14905814170837403 0.65075461149215696 -0.057934920139312743 -0.17603645173338009 leaf_weight=131 442 27 206 20 29 98 22 31 20 23 34 132783 22 20 22 20 21 75 22 125 64 leaf_count=131 442 27 206 20 29 98 22 31 20 23 34 132783 22 20 22 20 21 75 22 125 64 internal_value=0 0.00028307 0.000190732 0.120822 -0.00010038 -6.26899e-06 -0.184674 0.0313614 -0.0133931 0.0248349 0.000190512 0.000106566 -0.0756445 -0.120949 -0.112802 -0.102543 -0.092986 -0.0824908 0.717224 -0.0381134 -0.150642 internal_weight=0 133779 133752 322 133430 133401 142 280 249 229 133259 133225 120 478 458 436 416 395 42 256 139 internal_count=134257 133779 133752 322 133430 133401 142 280 249 229 133259 133225 120 478 458 436 416 395 42 256 139 cat_boundaries=0 6 11 16 cat_threshold=2147483648 262146 0 134283264 8704 8192 0 1 4 16777344 131072 0 262144 0 134283264 8192 is_linear=0 shrinkage=0.01 Tree=872 num_leaves=19 num_cat=6 split_feature=25 4 24 1 25 6 2 2 24 9 2 18 0 1 1 25 24 2 split_gain=70040 55405.7 40268.9 38161.2 34819.1 181057 163719 81475.8 65535.4 46379.9 215500 28765.4 9387.67 10372 4587.68 5143.64 20946.3 3083.49 threshold=0 1048.2900000000002 1 789.60480000000007 2 650.90000000000009 1048.2900000000002 397.42490000000004 3 370.88500000000005 78.708750000000009 578.38750000000016 60.461000000000006 1066.3056000000001 18.725000000000005 4 5 783.48000000000013 decision_type=9 2 1 2 9 2 2 2 1 2 2 2 2 2 2 9 1 2 left_child=2 3 -1 4 5 7 9 8 -2 11 -11 -6 13 -5 15 -4 -17 -9 right_child=1 -3 14 12 6 -7 -8 17 -10 10 -12 -13 -14 -15 -16 16 -18 -19 leaf_value=0.039255306849112881 0.1086716596606469 0.45323156612890736 -0.23474089700667583 -0.28493007828449385 -0.00097721820873662582 0.93171187097376051 0.82517225245634718 -0.29249316170811651 0.010132813054857881 0.028524555168769977 1.1407871091961861 -0.34021760978698729 -0.41408944320678714 -0.000569028025088103 -0.32463833141326903 -0.0077690734607832766 -0.20548418009459085 -0.44243914167086285 leaf_weight=120 804 27 112 29 128602 22 24 32 3992 135 20 25 20 23 20 102 124 24 leaf_count=120 804 27 112 29 128602 22 24 32 3992 135 20 25 20 23 20 102 124 24 internal_value=0 0.000280307 -0.11974 0.000188893 0.000312856 0.0265212 -0.00068087 0.0224715 0.0268996 -0.00083483 0.172042 -0.00104315 -0.22997 -0.159155 -0.172653 -0.168767 -0.12036 -0.356756 internal_weight=0 133779 478 133752 133680 4874 128806 4852 4796 128782 155 128627 72 52 358 338 226 56 internal_count=134257 133779 478 133752 133680 4874 128806 4852 4796 128782 155 128627 72 52 358 338 226 56 cat_boundaries=0 6 7 13 14 19 20 cat_threshold=2147483648 262146 0 134283264 8704 8192 2184 1048576 69207041 274692 285212800 168003 16777216 40 0 262146 0 0 8192 593 is_linear=0 shrinkage=0.01 Tree=873 num_leaves=25 num_cat=8 split_feature=25 4 11 12 18 24 3 2 25 24 2 24 11 9 25 24 26 11 24 26 26 26 12 26 split_gain=68776.4 54292.6 46956.8 167526 52596.9 50297 44202.7 39030.9 35000.4 214370 32527 29802.7 22457.4 14634 14185.1 26818.8 14424.7 12265.3 4248.11 12157 3837.94 2606.19 2009.92 387.384 threshold=0 1048.2900000000002 232.77000000000001 74.975500000000025 578.38750000000016 1 1048.2900000000002 9.3200000000000021 2 3 1048.2900000000002 4 456.57400000000007 30.087000000000007 5 6 2022.5000000000002 323.97600000000006 7 2022.5000000000002 2022.5000000000002 2022.5000000000002 233.17500000000004 2022.5000000000002 decision_type=9 2 2 2 2 1 2 2 9 1 2 1 2 2 9 1 2 2 1 2 2 2 2 2 left_child=11 2 4 5 6 12 8 13 9 -2 -10 20 17 -7 16 23 -13 -4 21 -20 -1 -17 -5 -16 right_child=1 -3 3 22 -6 7 -8 -9 10 -11 -12 14 -14 -15 15 18 -18 -19 19 -21 -22 -23 -24 -25 leaf_value=0.11447057476043701 0.30994282409548762 0.44869924245057285 0.17729562839227064 0.78243547463417062 -0.42588773727416995 0.014252525151900525 -0.38377636464436848 -0.50948269796371459 -0.00025819410530062537 -0.11917371752179735 0.32370221999383747 -0.15220454468446618 0.36830980482489567 -0.26916239229115574 -0.23203283127318039 -0.044470752247592858 -0.36310387692143842 -0.070631068060475019 -0.099474518996018627 0.089172898924185159 -0.0088227281850927017 -0.1423694701378162 0.64392330074852167 -0.27096841573715208 leaf_weight=50 214 27 56 20 29 106 30 20 132790 236 31 68 43 22 47 57 62 31 65 72 51 52 22 56 leaf_count=50 214 27 56 20 29 106 30 20 132790 236 31 68 43 22 47 57 62 31 65 72 51 52 22 56 internal_value=0 0.000320909 0.000230351 0.121221 -6.00345e-05 0.0322872 3.26055e-05 -0.092408 0.000119003 0.0871966 -0.000182569 -0.107885 0.168402 -0.0344594 -0.140952 -0.100455 -0.234731 0.0889539 -0.0389978 -0.00030881 0.0475096 -0.083513 0.709881 -0.230794 internal_weight=0 133677 133650 320 133330 278 133301 148 133271 450 132821 580 130 128 479 349 130 87 246 137 101 109 42 103 internal_count=134257 133677 133650 320 133330 278 133301 148 133271 450 132821 580 130 128 479 349 130 87 246 137 101 109 42 103 cat_boundaries=0 6 7 12 13 14 19 20 21 cat_threshold=2147483648 262146 0 134283264 167780864 8192 2227 0 1 4 16777344 131072 1834 2176 0 262146 0 0 8192 1060 266 is_linear=0 shrinkage=0.01 Tree=874 num_leaves=21 num_cat=8 split_feature=25 4 11 12 17 24 3 24 11 25 24 2 5 3 2 24 11 25 24 12 split_gain=67419.5 53222.4 45034.6 165000 58984.9 63507.5 43293 39033.6 38303.8 31218.2 207598 58314.5 33175.2 91946.2 51093.2 14738.1 9258.8 4254 19928.3 1969.93 threshold=0 1048.2900000000002 232.77000000000001 74.975500000000025 36.982000000000006 1 1048.2900000000002 2 282.40044000000006 3 4 48.760000000000012 401.66700000000003 212.70000000000005 783.48000000000013 5 371.62500000000006 6 7 233.17500000000004 decision_type=9 2 2 2 2 1 2 1 2 9 1 2 2 2 2 1 2 9 1 2 left_child=7 2 6 4 5 8 9 -1 -4 10 11 -2 14 -14 -11 -12 -7 -9 -19 -5 right_child=1 -3 3 19 -6 16 -8 17 -10 12 15 -13 13 -15 -16 -17 -18 18 -20 -21 leaf_value=0.039015213837990392 0.26991892908878384 0.44421228841499044 -0.12885196097195148 0.77461110162734981 0.55394845962524419 -0.072278032375104509 -0.37993859354654952 -0.23742390553782305 0.27577936594513641 -0.00031801487848665406 -0.19504892049833786 -0.27311878794715522 -0.057363412024622619 -0.77288653564453125 0.27798505580786503 -0.053540672538726311 -0.23467736229896546 -0.019690519760725861 -0.20926613967735452 0.63748404320668095 leaf_weight=120 339 27 32 20 20 66 30 117 87 132423 119 21 176 20 66 236 75 108 133 22 leaf_count=120 339 27 32 20 20 66 30 117 87 132423 119 21 176 20 66 236 75 108 133 22 internal_value=0 0.0002751 0.000185505 0.118305 0.0306334 -0.00962158 -9.95474e-05 -0.117478 0.154027 -1.41264e-05 0.0654272 0.231803 -0.000371673 -0.130376 -0.000179377 -0.10502 -0.148153 -0.169569 -0.12848 0.702783 internal_weight=0 133779 133752 322 280 260 133430 478 119 133400 715 360 132685 196 132489 355 141 358 241 42 internal_count=134257 133779 133752 322 280 260 133430 478 119 133400 715 360 132685 196 132489 355 141 358 241 42 cat_boundaries=0 6 7 8 13 14 15 20 21 cat_threshold=2147483648 262146 0 134283264 8704 8192 179 2184 0 1 4 285212800 131072 1896 5 0 262146 0 0 8192 593 is_linear=0 shrinkage=0.01 Tree=875 num_leaves=16 num_cat=1 split_feature=1 2 5 7 4 4 1 3 24 10 3 11 5 26 5 split_gain=49652.2 35371.6 45485.6 111402 54479.3 51651.8 48285.2 88298.8 74900.5 35751.8 36572.8 31212.5 28678.2 23867.5 4104.61 threshold=789.60480000000007 1048.2900000000002 545.08500000000015 5.6142500000000011 1048.2900000000002 80.637750000000025 364.99000000000007 127.48600000000002 0 396.4661000000001 91.21250000000002 549.10000000000002 783.48000000000013 2022.5000000000002 650.90000000000009 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 2 4 5 6 12 9 8 -8 11 -11 -1 14 -2 -4 right_child=13 -3 3 -5 -6 -7 7 -9 -10 10 -12 -13 -14 -15 -16 leaf_value=0.0011076007505361667 -0.050136163302830286 0.29805921506881716 -0.33567762434482573 0.87533648794889451 -0.44058655636651173 0.49182360822504217 -0.24473860328314737 -0.70270770401954652 0.11033847169715819 -0.091600278218587253 -0.54916588610410688 -0.20432460678590311 0.13497059757389673 -0.39666003025096397 -0.13796185947599865 leaf_weight=133703 35 40 21 20 28 22 112 25 109 138 20 74 41 46 21 leaf_count=133703 35 40 21 20 28 22 112 25 109 138 20 74 41 46 21 internal_value=0 0.000733401 0.000644868 0.191314 0.000467282 0.0610237 0.000559318 -0.139413 -0.0756915 0.000816406 -0.14952 0.000993964 -0.0531643 -0.246927 -0.23682 internal_weight=0 134374 134334 125 134209 105 134181 246 221 133935 158 133777 83 81 42 internal_count=134455 134374 134334 125 134209 105 134181 246 221 133935 158 133777 83 81 42 cat_boundaries=0 1 cat_threshold=3717 is_linear=0 shrinkage=0.01 Tree=876 num_leaves=18 num_cat=1 split_feature=1 25 3 3 9 9 6 0 5 0 5 12 2 13 9 26 1 split_gain=48664 35407.1 413100 199120 71440.8 300235 135224 76835.3 65819.8 86419.4 79351.8 48830.2 34919.5 30099.6 54740.8 23392.6 19903 threshold=789.60480000000007 0 782.62500000000011 1048.2900000000002 21.753600000000002 13.016250000000001 261.34101500000003 192.77500000000003 366.02500000000003 539.75000000000011 442.27000000000004 205.70000000000002 1048.2900000000002 673.83140000000014 678.37500000000011 2022.5000000000002 481.77300000000008 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 12 5 8 7 11 9 -1 -10 -6 13 14 16 -2 -3 right_child=15 3 -4 -5 6 -7 -8 -9 10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.021524149705531653 -0.049634790624891005 -0.00050599487928459398 1.2562909959863735 -0.97421392349969782 -0.13773238384700798 1.2187980670020695 0.64296604765498122 -0.71966597418216138 0.82092836119911894 -0.35345033653320806 0.10649806437627325 0.36886389589309693 0.39798738132823597 0.33976124891868004 -0.39041063212686111 -0.39269342743832136 0.16244524003664651 leaf_weight=7085 35 126468 27 21 391 21 23 22 22 62 53 20 22 26 36 46 75 leaf_count=7085 35 126468 27 21 391 21 23 22 22 62 53 20 22 26 36 46 75 internal_value=0 0.000725967 0.0214948 -0.000542662 0.0171923 0.0248356 -0.104212 -0.1439 0.0213638 0.0182713 0.316064 -0.11308 -0.00038123 -0.000450454 -0.000520336 -0.244458 -0.000409416 internal_weight=0 134374 7726 126648 7699 7243 456 433 7222 7147 75 411 126627 126605 126579 81 126543 internal_count=134455 134374 7726 126648 7699 7243 456 433 7222 7147 75 411 126627 126605 126579 81 126543 cat_boundaries=0 6 cat_threshold=2148827136 67371011 0 419496064 33563201 2121760 is_linear=0 shrinkage=0.01 Tree=877 num_leaves=17 num_cat=1 split_feature=1 25 3 3 5 9 9 6 7 3 2 11 26 3 3 8 split_gain=47695.6 34739.1 482441 195127 86464.6 87534 162006 135902 80623.3 70446.9 34238 24210.9 22927 19503.1 75035 20161 threshold=789.60480000000007 0 782.62500000000011 1048.2900000000002 650.90000000000009 21.753600000000002 13.016250000000001 261.34101500000003 5.2502000000000004 155.97750000000002 1048.2900000000002 756.4475000000001 2022.5000000000002 255.16525000000004 242.64500000000001 118.623 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 10 5 6 8 9 -1 -7 11 13 -2 14 -3 -15 right_child=12 3 -4 -5 -6 7 -8 -9 -10 -11 -12 -13 -14 15 -16 -17 leaf_value=0.026765984828933758 -0.049138445888246805 -0.00039580289742069516 1.3306262799671718 -0.96447177796136774 0.49823655933947181 -0.12240750999922313 0.70031665366036555 0.64768770721825686 -0.10219444126667433 -0.60948572231456644 0.39400751980868254 -0.31810685753822326 -0.38876649566318677 -0.059253697185251947 0.49164928574715894 -0.38109827018919445 leaf_weight=7560 35 125345 28 21 37 412 35 22 518 32 22 24 46 266 31 21 leaf_count=7560 35 125345 28 21 37 412 35 22 518 32 22 24 46 266 31 21 internal_value=0 0.000718707 0.0200984 -0.000615203 0.0158628 0.0137824 0.0214378 -0.119499 0.0184964 -0.157512 -0.000454237 -0.000523283 -0.242014 -0.000462629 -0.000274142 -0.0828033 internal_weight=0 134374 8644 125730 8616 8579 8113 466 8078 444 125709 125687 81 125663 125376 287 internal_count=134455 134374 8644 125730 8616 8579 8113 466 8078 444 125709 125687 81 125663 125376 287 cat_boundaries=0 6 cat_threshold=2148827136 67371267 0 419496064 33563201 2121760 is_linear=0 shrinkage=0.01 Tree=878 num_leaves=18 num_cat=1 split_feature=1 25 3 3 9 9 7 3 1 7 5 2 13 9 1 26 1 split_gain=46746.5 34099.7 396235 191274 68543.1 290893 84036.5 59477.3 164015 61222.2 58607.3 33543.8 29493.1 53671.6 28659.1 22470.8 19521.8 threshold=789.60480000000007 0 782.62500000000011 1048.2900000000002 21.753600000000002 13.016250000000001 5.2502000000000004 166.42500000000004 113.87250000000002 39.505000000000003 366.02500000000003 1048.2900000000002 673.83140000000014 678.37500000000011 39.541800000000002 2022.5000000000002 481.77300000000008 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 11 5 6 10 8 9 -6 -1 12 13 16 -8 -2 -3 right_child=15 3 -4 -5 7 -7 14 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.027239530730713037 -0.048647056102752682 -0.00049808658771546127 1.2304218228658039 -0.95482705615815666 -0.16387136454837664 1.1996069263276601 -0.079425301908407103 -0.48636227971798668 0.67124170984540665 0.24455809854879612 0.33611763838798775 0.39006743691184304 0.33632318331645089 -0.38657622400257324 -0.32587729741942206 -0.38487882868103362 0.16088487634658816 leaf_weight=6677 35 126468 27 21 350 21 430 37 28 41 62 22 26 36 53 46 75 leaf_count=6677 35 126468 27 21 350 21 430 37 28 41 62 22 26 36 53 46 75 internal_value=0 0.00071152 0.0210933 -0.000533467 0.0168796 0.0243663 0.0209489 -0.102037 -0.0680986 -0.121044 0.0300813 -0.000375248 -0.000443095 -0.000512268 -0.106469 -0.239593 -0.000402438 internal_weight=0 134374 7726 126648 7699 7243 7222 456 419 391 6739 126627 126605 126579 483 81 126543 internal_count=134455 134374 7726 126648 7699 7243 7222 456 419 391 6739 126627 126605 126579 483 81 126543 cat_boundaries=0 6 cat_threshold=2148827136 67371011 0 419496064 33563201 2121760 is_linear=0 shrinkage=0.01 Tree=879 num_leaves=17 num_cat=1 split_feature=1 25 3 3 9 9 6 4 7 0 7 2 13 9 26 1 split_gain=45816.2 33458.4 388385 187465 67104.4 285147 129511 82607.8 80592.4 75089.4 52973.9 32877.2 28907.1 52602 22023.6 19134.6 threshold=789.60480000000007 0 782.62500000000011 1048.2900000000002 21.753600000000002 13.016250000000001 261.34101500000003 779.31175000000019 5.2502000000000004 192.77500000000003 172.67400000000001 1048.2900000000002 673.83140000000014 678.37500000000011 2022.5000000000002 481.77300000000008 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 11 5 7 9 8 -1 10 -6 12 13 15 -2 -3 right_child=14 3 -4 -5 6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.031320053290480383 -0.048160583257675173 -0.000498683026928719 1.2181175797073929 -0.94527879987444197 -0.13573429628709952 1.1876108582814535 0.63020870079164926 -0.62113044261932371 -0.10250612166381723 -0.7090442208268426 0.37986211234614964 0.38616671648892492 0.3329599536382235 -0.38271045418249239 -0.38103004696576492 0.15927602526346843 leaf_weight=6778 35 126410 27 21 390 21 23 20 482 22 21 22 26 36 46 75 leaf_count=6778 35 126410 27 21 390 21 23 20 482 22 21 22 26 36 46 75 internal_value=0 0.000704405 0.0208137 -0.000533717 0.0166731 0.0240236 -0.101016 0.0206671 0.0224352 -0.139857 -0.10939 -0.00037701 -0.00044421 -0.000512724 -0.237198 -0.000403944 internal_weight=0 134374 7784 126590 7757 7301 456 7280 7260 433 411 126569 126547 126521 81 126485 internal_count=134455 134374 7784 126590 7757 7301 456 7280 7260 433 411 126569 126547 126521 81 126485 cat_boundaries=0 6 cat_threshold=2148827136 67371011 0 420544640 33563201 2121760 is_linear=0 shrinkage=0.01 Tree=880 num_leaves=15 num_cat=0 split_feature=6 2 6 9 3 3 4 9 18 5 3 2 7 18 split_gain=54157 70055.6 63634.3 50448.3 655446 247219 58241.8 46640.9 43599.1 37034.5 97340.6 31192.1 3571.91 2034.06 threshold=783.48000000000013 1048.2900000000002 1043.5418000000002 370.88500000000005 232.66575000000003 1048.2900000000002 25.530750000000008 797.90800000000002 426.32200000000006 366.02500000000003 174.86250000000004 440.18000000000006 50.710799999999992 678.28640000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 5 6 8 7 12 9 11 -11 -1 -5 -10 right_child=2 -3 -4 4 -6 -7 -8 -9 13 10 -12 -13 -14 -15 leaf_value=0.0002942023777994036 0.66041056844923229 0.46059891729643854 -0.008765581687291463 0.016089644859954018 1.8761393167972567 -0.85304652999429142 0.46496355420067198 -0.42398680923177912 -0.22543109470292141 -0.063513282233616339 -0.79163333892822263 -0.13107009652240501 -0.12655446046874638 -0.34625554561614991 leaf_weight=133550 27 33 30 107 20 34 21 34 38 224 20 181 21 22 leaf_count=133550 27 33 30 107 20 34 21 34 38 224 20 181 21 22 internal_value=0 -9.34068e-05 0.308213 -0.000206631 0.157317 -0.000445145 -0.0305321 -0.094763 -0.00022887 -0.000108174 -0.123195 0.000116406 -0.0073129 -0.269733 internal_weight=0 134305 57 134272 203 134069 183 162 134035 133975 244 133731 128 60 internal_count=134362 134305 57 134272 203 134069 183 162 134035 133975 244 133731 128 60 is_linear=0 shrinkage=0.01 Tree=881 num_leaves=16 num_cat=0 split_feature=6 2 6 9 3 3 4 9 7 7 1 5 26 7 7 split_gain=53079.3 68661.4 62367.9 49444.4 642402 242299 57082.8 45712.7 33039.6 33448 32838.5 23961.2 11219.2 6147.09 3500.83 threshold=783.48000000000013 1048.2900000000002 1043.5418000000002 370.88500000000005 232.66575000000003 1048.2900000000002 25.530750000000008 797.90800000000002 650.90000000000009 783.48000000000013 789.60480000000007 254.97775000000004 2022.5000000000002 1042.2668000000001 50.710799999999992 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 5 6 8 7 14 10 -10 11 -1 -12 -11 -5 right_child=2 -3 -4 4 -6 -7 -8 -9 9 13 12 -13 -14 -15 -16 leaf_value=5.2864695245008075e-06 0.6538064345607052 0.45599287813360045 -0.0086779148578643803 0.015928751076354046 1.857378058195114 -0.844516061334049 0.46031391473043537 -0.41974693985546341 0.49117673450046112 0.15531371886913595 -0.06382125054636309 -0.077315082339690394 -0.3121939864890142 -0.071807316053997386 -0.1252889146691277 leaf_weight=133483 27 33 30 107 20 34 21 34 27 26 31 402 44 22 21 leaf_count=133483 27 33 30 107 20 34 21 34 27 26 31 402 44 22 21 internal_value=0 -9.24727e-05 0.30513 -0.000204565 0.155744 -0.000440694 -0.0302267 -0.0938154 -0.000226581 0.209602 -0.000344058 -0.000226874 -0.209533 0.0512166 -0.00723977 internal_weight=0 134305 57 134272 203 134069 183 162 134035 75 133960 133885 75 48 128 internal_count=134362 134305 57 134272 203 134069 183 162 134035 75 133960 133885 75 48 128 is_linear=0 shrinkage=0.01 Tree=882 num_leaves=28 num_cat=2 split_feature=9 3 3 2 24 9 1 9 3 1 12 3 5 0 24 3 7 1 7 18 3 5 2 1 2 0 18 split_gain=44497.7 405598 191318 190711 51263.4 101855 93016.4 100512 72770.7 85238.7 72322.6 66221.6 42349.4 96620.4 52058.6 62041.2 50737 36646.1 36495.9 33707.1 26773.9 22893.6 22320.6 145311 41394.2 18113.2 1422.51 threshold=66.295378500000012 483.18750000000006 1048.2900000000002 397.42490000000004 0 83.873500000000021 9.9498000000000015 70.803195000000017 166.42500000000004 113.87250000000002 347.06250000000006 192.58100000000002 254.97775000000004 243.58000000000001 1 8.3632500000000025 650.90000000000009 21.731200000000005 783.48000000000013 426.32200000000006 37.260750000000009 401.66700000000003 397.42490000000004 177.74775000000002 272.73498000000006 5.4234850000000003 678.28640000000007 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 12 4 5 6 7 -2 9 -7 11 20 16 14 15 21 19 25 -18 22 -6 -14 24 -24 -1 -16 -21 right_child=1 -3 -4 -5 10 8 -8 -9 -10 -11 -12 -13 13 -15 17 -17 18 -19 -20 26 -22 -23 23 -25 -26 -27 -28 leaf_value=-0.00013061156266251122 0.79570559278778408 1.4034134013002568 -0.75058789421530336 0.95819612046534364 -0.058818940737533687 -0.032382771069265945 0.95397427013942182 0.037620112218268935 0.52127281367778777 0.56663682250976566 0.55186606857180598 -0.62515162563323978 -0.16027512813055958 -0.74858300729231408 -0.14269180333380527 0.49071545570127428 0.58821656624476115 -0.50384735478295217 0.099379810506389249 -0.20925652740257128 0.18893889141843673 0.14897617062856985 -0.17839393516695037 0.71440884399414062 0.14875619494978756 0.17385302698612215 -0.31497721862792971 leaf_weight=132025 23 22 34 22 606 477 21 73 28 25 20 20 54 22 188 31 24 27 42 35 47 43 206 20 187 20 20 leaf_count=132025 23 22 34 22 606 477 21 73 28 25 20 20 54 22 188 31 24 27 42 35 47 43 206 20 187 20 20 internal_value=0 0.0564462 -0.000550454 0.034689 0.0195269 0.0827944 0.351119 0.219245 0.0251226 -0.00255112 -0.0401563 -0.0583465 -0.000358635 -0.105087 -0.066087 0.0939369 -5.44658e-05 -0.150828 0.277139 -0.000192547 -0.0409864 -0.0231843 -8.97594e-05 -0.0993848 7.99732e-05 -0.112255 -0.2477 internal_weight=0 1384 132978 1362 1340 647 117 96 530 502 693 673 132944 385 363 128 132559 235 66 132493 653 97 132438 226 132212 208 55 internal_count=134362 1384 132978 1362 1340 647 117 96 530 502 693 673 132944 385 363 128 132559 235 66 132493 653 97 132438 226 132212 208 55 cat_boundaries=0 1 2 cat_threshold=3139 833 is_linear=0 shrinkage=0.01 Tree=883 num_leaves=17 num_cat=1 split_feature=6 2 6 18 5 3 24 26 2 0 2 5 3 2 5 18 split_gain=52011.2 67409.4 61149.4 44141.4 42849.2 186361 78214.5 86383.9 37611.1 49052.9 41303.7 195307 107478 13051.4 3021.21 1243.56 threshold=783.48000000000013 1048.2900000000002 1043.5418000000002 426.32200000000006 366.02500000000003 232.66575000000003 0 2022.5000000000002 440.18000000000006 108.06300000000002 23.742500000000003 100.88775000000003 1048.2900000000002 783.48000000000013 545.08500000000015 678.28640000000007 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 4 8 6 14 -8 10 13 12 -12 -1 -10 -6 -5 right_child=2 -3 -4 15 5 -7 7 -9 9 -11 11 -13 -14 -15 -16 -17 leaf_value=-0.00047281217350848804 0.64729745476334188 0.45181595802307128 -0.0086830678780873624 -0.23257369641572812 -0.21453835236805457 -0.98826590937764747 0.51866113985196138 -0.042937273336169514 -0.12605285947130421 -0.55342461624145511 0.018201210759433123 0.38491696620816429 -0.63146444885819042 0.087373722695015574 -0.32482289777501772 -0.32528513182764474 leaf_weight=129788 27 33 30 39 54 23 39 92 127 25 3801 151 27 37 46 23 leaf_count=129788 27 33 30 39 54 23 39 92 127 25 3801 151 27 37 46 23 internal_value=0 -9.18999e-05 0.302045 -0.000202965 -7.97303e-05 -0.12984 -0.0443696 0.115444 0.000166315 -0.140802 0.000365489 0.0322129 -0.000604051 -0.0779017 -0.241154 -0.266967 internal_weight=0 134305 57 134272 134210 254 231 131 133956 189 133767 3952 129815 164 100 62 internal_count=134362 134305 57 134272 134210 254 231 131 133956 189 133767 3952 129815 164 100 62 cat_boundaries=0 1 cat_threshold=3092 is_linear=0 shrinkage=0.01 Tree=884 num_leaves=15 num_cat=0 split_feature=6 2 6 9 3 3 4 9 18 5 3 2 7 18 split_gain=50976.2 66067.9 59932.5 47896.3 625438 230413 55500.4 44860.6 41288.3 34752.7 93358.7 29754 3439.3 1974.42 threshold=783.48000000000013 1048.2900000000002 1043.5418000000002 370.88500000000005 232.66575000000003 1048.2900000000002 25.530750000000008 797.90800000000002 426.32200000000006 366.02500000000003 174.86250000000004 440.18000000000006 50.710799999999992 678.28640000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 5 6 8 7 12 9 11 -11 -1 -5 -10 right_child=2 -3 -4 4 -6 -7 -8 -9 13 10 -12 -13 -14 -15 leaf_value=0.00028411072631715579 0.64082450372201427 0.44729778231996475 -0.0085962278842926024 0.015815960140985862 1.832303170144558 -0.82354456284466904 0.45348170405342464 -0.41579234911238444 -0.21884184053853939 -0.06089344022862081 -0.77396544203162199 -0.12801623773920601 -0.12415519830726442 -0.33788154298608952 leaf_weight=133550 27 33 30 107 20 34 21 34 38 224 20 181 21 22 leaf_count=133550 27 33 30 107 20 34 21 34 38 224 20 181 21 22 internal_value=0 -9.09808e-05 0.299024 -0.000200935 0.153287 -0.000433339 -0.0302119 -0.0929129 -0.000224544 -0.00010709 -0.119342 0.000110461 -0.00714806 -0.26249 internal_weight=0 134305 57 134272 203 134069 183 162 134035 133975 244 133731 128 60 internal_count=134362 134305 57 134272 203 134069 183 162 134035 133975 244 133731 128 60 is_linear=0 shrinkage=0.01 Tree=885 num_leaves=24 num_cat=5 split_feature=2 25 24 1 3 3 2 7 2 24 10 6 25 24 13 26 6 7 26 2 26 10 26 split_gain=129175 97483.6 72393.9 102862 101029 60469.2 60103.2 49028.9 81212.9 37519.9 35823 28087.5 27125.1 89686.1 28360.3 25075 17796 25111.1 8552.63 7663.63 16243.8 3111.32 1626.43 threshold=440.18000000000006 0 1 156.28525000000005 161.49750000000009 1048.2900000000002 783.48000000000013 442.89500000000004 25.567150000000002 2 310.51250000000005 45.732500000000009 3 4 557.40000000000009 2022.5000000000002 27.286500000000004 783.48000000000013 2022.5000000000002 543.20000000000016 2022.5000000000002 396.4661000000001 2022.5000000000002 decision_type=2 9 1 2 2 2 2 2 2 1 2 2 9 1 2 2 2 2 2 2 2 2 2 left_child=1 9 3 19 6 7 18 10 16 22 12 21 13 -3 -14 -11 17 -9 -4 -2 -21 -12 -1 right_child=2 5 4 -5 -6 -7 -8 8 -10 15 11 -13 14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 leaf_value=-0.32561793253971977 -0.045141985395859029 0.15762261594825547 -0.039129651998862244 0.6226364064216614 -1.0685188313014806 0.41596721104213169 -0.67133282915751136 -0.081680837162363698 0.7551086734022413 -0.21343953377958655 -0.023850544373194379 -0.42238398794616971 -0.00030001622494191352 -0.011360678436228868 0.23106854195864696 0.054249427990174626 0.31267365753650667 0.23415985082968691 -0.2528751702606678 -0.05988180332183838 -0.40771589912217238 -0.11020194817742292 -0.40362371912869544 leaf_weight=52 29 456 39 20 20 35 30 71 21 69 60 28 132143 966 53 71 28 39 36 25 29 137 55 leaf_count=52 29 456 39 20 20 35 30 71 21 69 60 28 132143 966 53 71 28 39 36 25 29 137 55 internal_value=0 -6.64941e-06 -0.238233 -0.0192672 -0.386222 0.000366395 -0.293043 0.000257871 0.175755 -0.19458 4.93881e-05 -0.126024 0.000261684 0.0435504 -0.00020724 -0.0725041 0.0875924 0.030299 -0.141728 -0.176264 -0.246682 -0.083902 -0.334457 internal_weight=0 134284 228 103 125 134037 105 134002 159 247 133843 225 133618 1422 132196 140 138 110 75 83 54 197 107 internal_count=134512 134284 228 103 125 134037 105 134002 159 247 133843 225 133618 1422 132196 140 138 110 75 83 54 197 107 cat_boundaries=0 4 5 6 12 13 cat_threshold=0 262144 4 16777216 2345 932 2148532224 67108867 0 139034624 139840 2105376 1068 is_linear=0 shrinkage=0.01 Tree=886 num_leaves=18 num_cat=1 split_feature=2 25 0 4 2 3 7 0 0 10 9 0 0 7 3 1 2 split_gain=126604 95543.8 92924.4 181545 150047 59265.8 48053.2 137871 45030.4 38505.7 30517.2 29463.1 23959.5 20044.3 6195.5 7203.33 2555.51 threshold=440.18000000000006 0 133.40270000000001 57.315000000000005 1048.2900000000002 1048.2900000000002 442.89500000000004 24.245000000000005 1083.9006000000002 396.4661000000001 47.042500000000011 430.17000000000002 79.448400000000007 783.48000000000013 6.2950000000000008 54.310000000000009 482.16800000000006 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 14 6 8 10 9 11 13 -3 -11 -8 15 16 -2 right_child=2 5 -4 -5 -6 -7 7 -9 -10 12 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.19263418554332007 0.045431859731674198 -3.7144725785051507e-05 -0.72659792119806466 0.68159945765267249 -0.88216382712125785 0.41180748639787945 -0.10914155496236605 0.84000119245969329 0.36940259991270125 -0.10851314571959185 0.40385762939602138 0.124578186932363 -0.47197877497900104 0.17889845547931535 -0.27320838135221731 -0.25230076665463658 -0.081968777324702299 leaf_weight=247 20 133466 33 23 32 35 78 26 33 133 20 190 21 35 23 23 74 leaf_count=247 20 133466 33 23 32 35 78 26 33 133 20 190 21 35 23 23 74 internal_value=0 -6.474e-06 -0.235851 -0.152801 -0.264378 0.00036284 0.000255402 0.173997 4.90035e-05 -4.20858e-05 0.0438012 0.000140003 -0.158077 -0.0199256 -0.12317 -0.093675 -0.0548623 internal_weight=0 134284 228 195 172 134037 134002 159 133843 133810 133 133656 154 113 140 117 94 internal_count=134512 134284 228 195 172 134037 134002 159 133843 133810 133 133656 154 113 140 117 94 cat_boundaries=0 4 cat_threshold=0 262144 4 16777216 is_linear=0 shrinkage=0.01 Tree=887 num_leaves=22 num_cat=2 split_feature=2 25 0 4 2 9 5 6 24 9 0 4 7 0 8 1 0 4 1 2 2 split_gain=124085 93716 91075.2 177932 147061 46037.7 294168 51936.1 36927.7 35370.5 34954.3 44846.8 37562.2 198349 32521.6 25827.4 9886.56 6547.23 4882 1851.49 1968.26 threshold=440.18000000000006 0 133.40270000000001 57.315000000000005 1048.2900000000002 370.88500000000005 120.63500000000002 39.576500000000003 1 678.37500000000011 1083.9006000000002 543.53000000000009 442.89500000000004 24.245000000000005 27.234500000000004 364.99000000000007 8.0855000000000015 1048.2900000000002 34.620900000000013 482.16800000000006 543.20000000000016 decision_type=2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 3 4 18 10 7 9 -1 14 11 12 15 -14 -7 -3 17 -13 19 -2 -21 right_child=2 5 -4 -5 -6 6 -8 -9 -10 -11 -12 16 13 -15 -16 -17 -18 -19 -20 20 -22 leaf_value=-0.32935046444591293 -0.013437246183554333 0.00026034628334948635 -0.71933195807717076 0.67478351979152007 -0.87334219902753829 -0.11644715292161548 1.3034539734125139 -0.45888223296403885 -0.069981167030334468 0.31355685353279117 0.32073664889616127 -0.10474176398118337 -0.0036211827662119196 0.99155772683521104 0.33614935630559922 -0.096750783901322968 -0.3955014567375183 -0.28889200490254624 -0.23501413027445478 -0.19194904830144802 -0.083866336175373618 leaf_weight=107 24 133279 33 23 32 77 20 20 140 46 34 75 121 24 20 275 20 26 30 23 63 leaf_count=107 24 133279 33 23 32 77 20 20 140 46 34 75 121 24 20 275 20 26 30 23 63 internal_value=0 -6.55276e-06 -0.233492 -0.151273 -0.261734 0.000359212 0.158861 0.0184204 -0.190783 0.085176 0.000142541 6.10865e-05 0.000235241 0.161098 -0.0231283 6.05914e-05 -0.192371 -0.152147 -0.121938 -0.0910991 -0.112772 internal_weight=0 134284 228 195 172 134037 183 163 247 143 133854 133820 133699 145 97 133554 121 101 140 110 86 internal_count=134512 134284 228 195 172 134037 183 163 247 143 133854 133820 133699 145 97 133554 121 101 140 110 86 cat_boundaries=0 4 5 cat_threshold=0 262144 4 16777216 932 is_linear=0 shrinkage=0.01 Tree=888 num_leaves=20 num_cat=2 split_feature=2 25 9 4 2 3 7 2 10 4 25 4 2 3 4 26 5 7 26 split_gain=121615 92001.9 80028 161790 150293 58005.6 46245.4 78122.1 34552.8 45177 29032.1 21807.9 13944 12453.5 9884.28 8147.45 4942.93 3764.79 867.382 threshold=440.18000000000006 0 119.51250000000003 57.315000000000005 1048.2900000000002 1048.2900000000002 442.89500000000004 25.567150000000002 310.51250000000005 1048.2900000000002 1 40.256250000000009 783.48000000000013 6.2950000000000008 35.946570000000001 2022.5000000000002 1.1847500000000002 549.10000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 15 3 4 12 6 8 14 9 10 -3 16 13 18 17 -1 -10 -8 -2 right_child=2 5 -4 -5 -6 -7 7 -9 11 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.25529115227628346 -0.10405154538604448 0.045034898271335166 -0.79048534600631049 0.66316624005635572 -0.87466262354995272 0.40740217263357975 -0.031010705140920788 0.73891410154955728 -0.060299781289064526 0.40189269257443294 -0.00031319105287226076 -0.3387724161606569 0.05936249117697439 -0.39973504929315473 0.28979277086257932 -0.14040136865207128 -0.22319079921359108 0.089067837656298762 -0.16339951832657273 leaf_weight=121 53 1417 23 21 33 35 39 21 165 28 132173 39 31 21 20 126 21 79 46 leaf_count=121 53 1417 23 21 33 35 39 21 165 28 132173 39 31 21 20 126 21 79 46 internal_value=0 -6.78462e-06 -0.231157 -0.168403 -0.263311 0.00035562 0.00024933 0.170692 4.68509e-05 0.000255349 0.000171168 -0.123772 -0.129704 -0.178546 0.0842232 -0.18903 -0.0786907 0.0493809 -0.131627 internal_weight=0 134284 228 205 184 134037 134002 159 133843 133618 133590 225 151 120 138 247 186 118 99 internal_count=134512 134284 228 205 184 134037 134002 159 133843 133618 133590 225 151 120 138 247 186 118 99 cat_boundaries=0 4 10 cat_threshold=0 262144 4 16777216 2148532224 67108867 0 139034624 139840 2105376 is_linear=0 shrinkage=0.01 Tree=889 num_leaves=14 num_cat=1 split_feature=25 17 7 12 5 3 0 4 3 6 7 0 3 split_gain=93132.7 27527.8 22849.3 89478.7 72015.3 50178.7 43441.2 48460.4 32954.4 28609.5 12348.3 9214.77 312.262 threshold=0 765.43425000000013 442.89500000000004 51.771250000000009 120.63500000000002 782.62500000000011 1083.9006000000002 543.53000000000009 400.30000000000007 103.09600000000002 650.90000000000009 26.940999999999999 1048.2900000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 5 4 9 6 7 8 -2 10 -4 -9 -7 right_child=1 -3 3 -5 -6 12 -8 11 -10 -11 -12 -13 -14 leaf_value=-0.18911075165445324 1.5552407387496915e-05 -0.37099755287170411 -0.10848574304200234 0.74428162378072737 0.59026949644088744 0.2458164106397068 0.36251887928355819 -0.15902117803258806 -0.13652363991627922 -0.38306358353658154 0.10797131761567047 -0.38886082478931977 0.28807530191209579 leaf_weight=251 133668 20 47 20 20 34 33 103 177 22 60 21 36 leaf_count=251 133668 20 47 20 20 34 33 103 177 22 60 21 36 internal_value=0 -2.76781e-05 2.7589e-05 0.116231 0.0319291 -0.000118888 -0.000258712 -0.000348074 -0.00016501 -0.0546353 0.012892 -0.197946 0.26755 internal_weight=0 134261 134241 169 149 134072 134002 133969 133845 129 107 124 70 internal_count=134512 134261 134241 169 149 134072 134002 133969 133845 129 107 124 70 cat_boundaries=0 4 cat_threshold=0 262144 4 16777216 is_linear=0 shrinkage=0.01 Tree=890 num_leaves=25 num_cat=3 split_feature=3 6 0 24 2 0 7 3 24 6 6 18 0 1 1 25 1 1 0 0 1 6 6 0 split_gain=43988.5 34863.9 83397.3 280939 98055.2 64437.3 95191.7 104950 69613.2 221628 65076.2 54936.1 47978.9 38968.9 38015.2 27114.2 75720 54079.5 6284.69 4763.98 4418.78 4389.24 2352.89 2102.11 threshold=1048.2900000000002 161.20500000000004 430.17000000000002 0 1048.2900000000002 311.36400000000009 225.07500000000002 5.6142500000000011 1 545.08500000000015 483.07500000000005 678.28640000000007 638.18750000000011 6.2950000000000008 110.64500000000001 2 481.77300000000008 1066.3056000000001 539.75000000000011 782.62500000000011 45.380000000000003 174.86250000000004 650.90000000000009 539.75000000000011 decision_type=2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 4 12 11 6 8 -8 9 21 14 15 23 18 -10 16 -1 -17 -5 -20 -7 -3 -12 -4 right_child=-2 5 3 13 -6 20 7 -9 10 -11 22 -13 -14 -15 -16 17 -18 -19 19 -21 -22 -23 -24 -25 leaf_value=0.022290592105021319 0.33979089485971548 0.079587410330772407 0.70496688475975622 0.031221471150716145 0.53652871524586399 -0.35301556110382082 -0.024446918414189268 0.93909129065275199 -0.04691856985806294 1.0290548677029816 -0.289122512756392 -0.50023485833948311 0.33779405795610873 -0.55591558012095366 -0.39928709355267616 -0.0015755720827048097 -0.43140921083656514 0.51846281254291537 -0.22754480743950065 -0.053429211775461838 -0.56322458839416512 -0.084881415218114861 -0.38476895008236173 0.82550591302954635 leaf_weight=6337 38 20 39 30 34 20 26 20 424 23 43 22 52 22 33 127127 37 20 33 30 20 86 64 23 leaf_count=6337 38 20 39 30 34 20 26 20 424 23 43 22 52 22 33 127127 37 20 33 30 20 86 64 23 internal_value=0 -0.000491168 -0.000102821 0.190569 -0.000429702 -0.0671962 -0.0460366 0.394483 -0.0752774 0.12921 -0.122173 -0.000566412 0.516497 -0.163243 -0.0723631 -0.000484082 0.0196261 -0.00149365 -0.0879055 -0.144633 -0.45812 -0.0538496 -0.346332 0.749683 internal_weight=0 134585 133806 229 133577 779 739 46 693 129 564 133543 114 115 457 133521 6374 127147 93 63 40 106 107 62 internal_count=134623 134585 133806 229 133577 779 739 46 693 129 564 133543 114 115 457 133521 6374 127147 93 63 40 106 107 62 cat_boundaries=0 1 2 8 cat_threshold=1890 129 262144 69468163 1107562885 151289856 37759553 18948240 is_linear=0 shrinkage=0.01 Tree=891 num_leaves=24 num_cat=2 split_feature=3 6 0 4 2 0 0 7 3 4 18 4 9 9 1 6 25 25 3 0 4 26 26 split_gain=43113.1 34170.1 81737.7 514227 96103.9 72882.2 63155 93297.3 102862 57731.2 53884 43712.4 41517.8 149912 44079.3 45048.2 31994.9 29694.6 10295.8 9304.54 8369.38 4358.47 1900.57 threshold=1048.2900000000002 161.20500000000004 430.17000000000002 78.331000000000003 1048.2900000000002 782.62500000000011 311.36400000000009 225.07500000000002 5.6142500000000011 543.53000000000009 678.28640000000007 16.747500000000006 78.765000000000015 221.38740500000003 108.26750000000003 279.86700000000002 0 1 104.05000000000001 638.18750000000011 1048.2900000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 left_child=1 2 4 5 9 19 7 12 -9 10 17 -8 14 -14 16 -16 -3 -1 20 22 -11 -7 -4 right_child=-2 6 3 -5 -6 21 11 8 -10 18 -12 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.020467592261659995 0.33639302153336376 -0.15753185391658012 0.17597709401448569 1.6800211738404773 0.53116341590881344 -0.32270764097571375 -0.12296208477020264 -0.024202453173123875 0.92970034322887662 -0.12448880575823061 -0.49523250341415409 -0.78411566543579103 0.87212669253349306 -0.25326202803644643 -0.088275819861370591 -0.72122656041925615 -0.0092830607039823057 -0.0013624234743886581 -0.41771900425786557 0.030210198677684132 -0.35369416146051313 -0.15891600420980742 0.26194873619079589 leaf_weight=6543 38 247 60 21 34 32 20 26 20 66 22 20 20 29 23 22 352 126868 23 38 21 33 45 leaf_count=6543 38 247 60 21 34 32 20 26 20 66 22 20 20 29 23 22 352 126868 23 38 21 33 45 internal_value=0 -0.000486257 -0.000101793 0.188663 -0.000425405 0.0380934 -0.0665242 -0.0455762 0.390538 -0.000560748 -0.000371966 -0.453539 -0.0745246 0.20608 -0.095875 -0.397718 -0.0731989 -0.000290362 -0.229558 0.164296 -0.179814 -0.239552 0.212822 internal_weight=0 134585 133806 229 133577 208 779 739 46 133543 133433 40 693 49 644 45 599 133411 110 143 87 65 105 internal_count=134623 134585 133806 229 133577 208 779 739 46 133543 133433 40 693 49 644 45 599 133411 110 143 87 65 105 cat_boundaries=0 6 12 cat_threshold=4227072 131072 16384 0 1 536870912 262144 69468163 1107562885 151289856 37757507 18882704 is_linear=0 shrinkage=0.01 Tree=892 num_leaves=25 num_cat=4 split_feature=3 25 2 2 13 3 2 5 3 5 2 1 25 26 24 13 1 17 25 13 5 13 13 5 split_gain=42255.2 33557.4 38546.6 38558.9 31724.2 214181 39293.6 38455.9 94185.3 30402.9 29949.1 32598.8 27788.6 27741 26683 29188.5 15451.4 13659.8 9097.35 8933.79 4354.81 1447.78 1496.05 456.513 threshold=1048.2900000000002 0 272.73498000000006 440.18000000000006 382.71220000000005 58.496000000000002 783.48000000000013 650.90000000000009 9.3117500000000017 201.25000000000003 397.42490000000004 194.58675000000002 1 2022.5000000000002 2 66.213000000000022 260.88220000000007 39.259750000000004 3 465.60925000000003 1066.3056000000001 779.68675000000019 557.40000000000009 366.02500000000003 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 9 2 2 2 2 2 left_child=1 2 9 -4 6 19 7 10 20 14 12 -12 -3 -8 16 18 17 -1 -16 -6 -9 22 -21 -11 right_child=-2 4 3 -5 5 -7 13 8 -10 23 11 -13 -14 -15 15 -17 -18 -19 -20 21 -22 -23 -24 -25 leaf_value=-0.0030189607735509917 0.3330290503250925 0.061003941650205312 0.55569036169485619 -0.043376968474615189 0.12515159416198732 1.0811483399073283 -0.008463803044071903 0.09441614636501601 0.81201726055145262 -0.2421166283743722 -0.080080860931426287 -0.49913550240652904 -0.00032592595835992692 0.40433809512998997 -0.12654058658659226 0.28828706513280455 0.25397613359534221 -0.23440721200062681 -0.057262195008653552 -0.096881392478942882 -0.069525060653686521 -0.14235560481746992 0.0078613414764404296 -0.30250283825782037 leaf_weight=1362 38 733 22 21 30 21 27 43 20 21 160 21 130464 41 247 23 23 26 1144 30 26 24 25 31 leaf_count=1362 38 733 22 21 30 21 27 43 20 21 160 21 130464 41 247 23 23 26 1144 30 26 24 25 31 internal_value=0 -0.000481504 -0.0339535 0.263123 0.000263379 0.156402 0.000109083 -1.52215e-05 0.207782 -0.0385116 -0.00015599 -0.1287 2.13501e-05 0.240431 -0.0341012 -0.0645863 -0.00307175 -0.00735332 -0.0708853 -0.0217605 0.0326412 -0.0775499 -0.0492711 -0.278116 internal_weight=0 134585 2920 43 131665 130 131535 131467 89 2877 131378 181 131197 68 2825 1414 1411 1388 1391 109 69 79 55 52 internal_count=134623 134585 2920 43 131665 130 131535 131467 89 2877 131378 181 131197 68 2825 1414 1411 1388 1391 109 69 79 55 52 cat_boundaries=0 5 10 11 16 cat_threshold=2152726528 0 64 1086849152 135168 0 262146 4096 151060480 8256 3426 2147483648 0 0 8388736 131072 is_linear=0 shrinkage=0.01 Tree=893 num_leaves=19 num_cat=1 split_feature=3 6 2 12 7 7 18 9 9 25 6 2 9 3 5 17 11 9 split_gain=41414.4 33601.8 65759.5 54026.2 78902.2 60394.7 52890.1 39118.3 119954 39428.3 38384.5 32520.2 45890.7 32271.2 45751.3 29735.9 15385.8 168.567 threshold=1048.2900000000002 161.20500000000004 1048.2900000000002 233.17500000000004 225.07500000000002 401.66700000000003 678.28640000000007 140.83674000000002 239.74250000000004 0 401.66700000000003 397.42490000000004 678.37500000000011 150.51452500000002 3.5892105000000005 383.35000000000008 17.552500000000006 797.90800000000002 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 6 4 7 -6 11 9 -9 10 -3 12 15 14 -13 -1 -11 -14 right_child=-2 3 -4 -5 5 -7 -8 8 -10 16 -12 13 17 -15 -16 -17 -18 -19 leaf_value=-0.00016342386254636465 0.32969878698650157 -0.11772842079220397 0.42724058628082279 -0.46191832538807037 0.69965524713198346 -0.025717714483087715 -0.4904861120744185 0.77914787817001341 -0.30297102888425193 -0.049909677437482744 -0.39445063554578352 -0.13559460637259618 0.3111433051881336 -0.48458703767169603 0.33850138980409378 0.19268927955627441 0.17818170605227351 0.27510883140213349 leaf_weight=133391 38 165 36 33 24 22 22 20 21 390 72 177 21 22 23 80 32 34 leaf_count=133391 38 165 36 33 24 22 22 20 21 390 72 177 21 22 23 80 32 34 internal_value=0 -0.00047678 -9.5527e-05 -0.0659633 -0.0484478 0.352738 -0.000210531 -0.0748115 0.224892 -0.0934577 -0.193626 -0.000129886 7.1174e-05 -0.121061 -0.0810736 -4.78316e-05 -0.0318587 0.288867 internal_weight=0 134585 133806 779 746 46 133770 700 41 659 237 133748 133526 222 200 133471 422 55 internal_count=134623 134585 133806 779 746 46 133770 700 41 659 237 133748 133526 222 200 133471 422 55 cat_boundaries=0 5 cat_threshold=4227072 0 16384 0 1 is_linear=0 shrinkage=0.01 Tree=894 num_leaves=27 num_cat=2 split_feature=3 6 0 4 2 24 0 0 7 3 24 6 6 4 18 26 4 1 1 26 2 26 3 4 6 6 split_gain=40590.2 32933.1 79991.8 503465 91714.4 76644 135054 61645.3 89828.2 100715 68243 217751 63074.6 56616.7 51805.3 47708.1 42963.7 40548.5 36723.4 26512.9 22549.8 11616.6 10049.8 8191.4 4310.95 2294.98 threshold=1048.2900000000002 161.20500000000004 430.17000000000002 78.331000000000003 1048.2900000000002 0 638.18750000000011 311.36400000000009 225.07500000000002 5.6142500000000011 1 545.08500000000015 483.07500000000005 543.53000000000009 678.28640000000007 2022.5000000000002 16.747500000000006 6.2950000000000008 110.64500000000001 2022.5000000000002 397.42490000000004 2022.5000000000002 104.05000000000001 1048.2900000000002 174.86250000000004 650.90000000000009 decision_type=2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 13 6 19 8 10 -10 11 24 18 14 20 -8 -9 21 -12 -4 -1 -7 23 -15 -3 -14 right_child=-2 7 3 -5 -6 17 15 16 9 -11 12 -13 25 22 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=-0.0001167175106990498 0.32640175267269739 0.080235098719596859 0.4172073183388546 1.6623123223440988 0.51889203576480636 0.040131490023239798 -0.35462590992450715 -0.11993126249313354 -0.027068010843717138 0.91682833564281463 -0.04541110882570721 1.0213855341206428 -0.28364122157180033 -0.12344307711630156 -0.48558125062422319 0.24246214648951653 -0.77539814472198487 -0.55764343363898139 -0.39174096457885976 0.88376457350594662 -0.10382277365525563 -0.19970515874110992 -0.41322199811106147 -0.35019821473530366 -0.082760252474352369 -0.37810322004370395 leaf_weight=133201 38 20 29 21 34 46 32 20 26 20 424 23 43 66 22 23 20 21 33 21 210 36 23 21 86 64 leaf_count=133201 38 20 29 21 34 46 32 20 26 20 424 23 43 66 22 23 20 21 33 21 210 36 23 21 86 64 internal_value=0 -0.000472013 -9.45717e-05 0.186644 -0.000414709 0.0376578 0.216406 -0.0653036 -0.0446075 0.383322 -0.0730126 0.129347 -0.119472 -0.000546925 -0.000359974 -0.104935 -0.447665 -0.150919 -0.0704196 0.613161 -0.000279959 -0.0651626 -0.227323 -0.178177 -0.0520064 -0.340142 internal_weight=0 134585 133806 229 133577 208 105 779 739 46 693 129 564 133543 133433 55 40 103 457 50 133411 82 110 87 106 107 internal_count=134623 134585 133806 229 133577 208 105 779 739 46 693 129 564 133543 133433 55 40 103 457 50 133411 82 110 87 106 107 cat_boundaries=0 1 2 cat_threshold=1866 129 is_linear=0 shrinkage=0.01 Tree=895 num_leaves=21 num_cat=1 split_feature=2 5 13 9 5 3 8 3 2 0 1 9 9 0 0 24 6 9 2 9 split_gain=66814.3 42226.1 152237 127355 38596.1 608744 177087 140167 35998.7 59639.8 29581.5 28390.5 31745.3 35721.2 30700.7 22367.4 30355.4 7572.71 7524.99 1437.89 threshold=1048.2900000000002 293.27220000000005 8.3822000000000028 140.83674000000002 172.35100000000003 199.86000000000004 94.790000000000006 1048.2900000000002 48.007500000000007 49.916000000000011 15.577650000000002 678.37500000000011 264.73700000000002 58.577500000000008 1083.9006000000002 0 3.5892105000000005 23.707500000000003 161.35500000000005 797.90800000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 4 3 8 7 6 15 11 9 10 -3 12 14 -14 -1 16 -6 -17 -10 -13 right_child=-2 2 -4 -5 5 -7 -8 -9 18 -11 -12 19 13 -15 -16 17 -18 -19 -20 -21 leaf_value=0.00012439392365183794 -0.43705719757080075 -0.066609875279839359 -0.78919452842076621 0.72796383571624756 0.11472700278396192 1.54816781864674 0.65721745491027839 -0.64206245141870844 -0.50999463614821439 0.43398214474968294 -0.46671135473251341 0.27122338660955431 -0.076950882777888724 -0.51718542432785042 0.29219099733564591 -0.12546634378967825 -0.31512430369853972 -0.32983617711067198 -0.2389627656482515 0.1735734638963875 leaf_weight=133029 35 243 30 20 92 27 36 34 20 23 20 25 235 20 36 194 20 20 21 38 leaf_count=133029 35 243 30 20 92 27 36 34 20 23 20 25 235 20 36 194 20 20 21 38 internal_value=0 -8.13216e-05 -0.105765 -0.0466792 0.000216444 0.0996801 -0.00835626 -7.35591e-05 -0.0940579 -0.0543316 -0.0970358 9.00871e-05 -1.02032e-05 -0.111479 0.000203411 -0.0818552 0.0348557 -0.138112 -0.371173 0.212323 internal_weight=0 134183 377 347 133806 389 362 133417 327 286 263 133383 133320 255 133065 326 112 214 41 63 internal_count=134218 134183 377 347 133806 389 362 133417 327 286 263 133383 133320 255 133065 326 112 214 41 63 cat_boundaries=0 1 cat_threshold=1570 is_linear=0 shrinkage=0.01 Tree=896 num_leaves=24 num_cat=5 split_feature=25 5 11 3 3 1 26 24 5 3 8 4 3 7 3 25 7 1 25 24 26 26 7 split_gain=123664 46176.3 146918 209787 69280 123744 60051 34728.7 33992.9 609171 201373 111009 95285.3 61175.7 46247.2 38263.1 28455.7 23312.5 31274 20349.1 9894.22 2114.1 21.0115 threshold=0 293.27220000000005 232.77000000000001 293.03820000000002 1.2015765000000003 89.512000000000015 2022.5000000000002 1 172.35100000000003 232.66575000000003 94.790000000000006 1.6530000000000002 1048.2900000000002 650.90000000000009 782.62500000000011 2 783.48000000000013 96.020000000000024 3 4 2022.5000000000002 2022.5000000000002 1042.2668000000001 decision_type=9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 9 1 2 2 2 left_child=7 8 3 4 5 19 -6 21 12 10 17 -12 13 14 15 -2 -15 18 -10 -3 -9 -1 -18 right_child=1 2 -4 -5 6 -7 -8 20 9 -11 11 -13 -14 16 -16 -17 22 -19 -20 -21 -22 -23 -24 leaf_value=-0.32643783675299753 0.068140661338597391 0.017070723686993649 0.70128345307849704 -1.0425984046936037 0.63729476679455155 -0.91414770889282226 -0.041393948644399645 -0.042291750839778361 -0.18537149677419254 1.7937150950431824 1.1705849359149025 0.12959433186054231 -0.54529475748538969 0.58421497241310461 0.3995924798373518 -0.00021517699443968552 0.14894594485943136 -0.38050844565033914 0.020964580153903137 -0.16602241591184952 -0.17924878735727859 -0.41452196069197222 0.16239466793480375 leaf_weight=54 814 103 21 25 22 20 32 105 107 20 21 20 32 23 29 132192 26 24 198 148 106 55 21 leaf_count=54 814 103 21 25 22 20 32 105 107 20 21 20 32 23 29 132192 26 24 198 148 106 55 21 internal_value=0 0.000283183 -0.111126 -0.15987 -0.0919681 -0.157142 0.235109 -0.193537 0.00059275 0.0938165 0.00193009 0.662785 0.000319668 0.00045084 0.00029533 0.000208269 0.295998 -0.0804256 -0.0568126 -0.0968229 -0.106068 -0.339717 0.154955 internal_weight=0 133898 371 350 325 271 54 320 133527 390 370 41 133137 133105 133035 133006 70 329 305 251 211 109 47 internal_count=134218 133898 371 350 325 271 54 320 133527 390 370 41 133137 133105 133035 133006 70 329 305 251 211 109 47 cat_boundaries=0 3 4 10 16 17 cat_threshold=2147483648 3 4 1124 1310720 262144 4096 16842880 139840 8224 32768 0 16384 0 1 536870912 904 is_linear=0 shrinkage=0.01 Tree=897 num_leaves=13 num_cat=2 split_feature=25 2 6 8 9 13 7 6 25 26 8 26 split_gain=121203 54885.7 53301.7 27711.9 30415.6 38027.6 35158.6 19509.1 12975.1 37873.8 11826.4 622.039 threshold=0 1048.2900000000002 783.48000000000013 808.31735000000015 1037.4750000000001 673.83140000000014 1042.2668000000001 1043.5418000000002 1 2022.5000000000002 1066.3056000000001 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 9 2 2 2 left_child=8 2 3 4 5 6 -2 -4 9 -1 -5 -10 right_child=1 -3 7 10 -6 -7 -8 -9 11 -11 -12 -13 leaf_value=-0.1262937929080083 0.00043785358905109049 -0.4138173532485962 0.46877952367067338 -0.39951099466532469 0.390273839533329 -0.30422973650257762 -0.36732798635959624 0.099996165128854606 -0.14509040685410196 -0.46510875696566567 -0.074560816291542292 -0.10871065774258781 leaf_weight=65 133676 32 32 24 20 41 26 26 94 67 21 94 leaf_count=65 133676 32 32 24 20 41 26 26 94 67 21 94 internal_value=0 0.000280168 0.000379177 0.000247803 0.000331273 0.000272961 0.000366337 0.303463 -0.191602 -0.277263 -0.247868 -0.120491 internal_weight=0 133898 133866 133808 133763 133743 133702 58 320 132 45 188 internal_count=134218 133898 133866 133808 133763 133743 133702 58 320 132 45 188 cat_boundaries=0 3 6 cat_threshold=2147483648 3 4 0 2 4 is_linear=0 shrinkage=0.01 Tree=898 num_leaves=20 num_cat=3 split_feature=25 24 12 0 6 6 23 12 7 1 9 7 26 11 12 24 26 12 26 split_gain=118791 34497.5 28357.7 116832 38942.1 43611 26351.6 23274.2 183138 65279 29847.5 30012.2 22776.7 3797.06 6448.29 2163.99 2015.08 603.215 106.64 threshold=0 1 417.10750000000002 95.466000000000022 783.48000000000013 1043.5418000000002 89.865000000000023 93.857500000000016 260.88220000000007 118.78000000000002 1037.4750000000001 1042.2668000000001 2022.5000000000002 132.07150000000004 650.90000000000009 2 2022.5000000000002 490.96000000000009 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 12 4 13 6 -6 7 10 9 -9 11 -2 -1 14 17 18 -17 -4 -3 right_child=2 15 3 -5 5 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 leaf_value=0.11591868721521818 9.6912442339329427e-05 -0.19395375557665556 -0.084716792926192289 -0.82925275961558031 0.52459084479014084 -0.019240553296845535 -0.25958544095357261 0.050766035615539495 0.9557113920558582 -0.40513156561688946 0.38637111443281169 -0.3333383027064028 -0.17599513600089334 0.10350780034065248 0.045004839003086092 -0.32180262071115001 -0.40779924652793192 -0.14827298326151711 -0.17369777855335497 leaf_weight=52 132902 53 32 21 30 29 39 651 22 33 20 27 55 20 44 54 55 28 51 leaf_count=52 132902 53 32 21 30 29 39 651 22 33 20 27 55 20 44 54 55 28 51 internal_value=0 -0.189686 0.000277366 -0.139493 0.00042891 0.257284 0.000315559 0.000391397 0.0576558 0.028771 8.73052e-05 2.91864e-05 -0.0312133 -0.0226791 -0.0469458 -0.264325 -0.334507 -0.114376 -0.167878 internal_weight=0 320 133898 145 133753 59 133694 133655 706 684 132949 132929 107 124 104 213 109 60 104 internal_count=134218 320 133898 145 133753 59 133694 133655 706 684 132949 132929 107 124 104 213 109 60 104 cat_boundaries=0 3 4 5 cat_threshold=2147483648 3 4 2818 153 is_linear=0 shrinkage=0.01 Tree=899 num_leaves=20 num_cat=4 split_feature=25 2 6 5 13 3 3 1 5 3 8 3 24 25 26 6 24 26 26 split_gain=116427 53697.1 51430 68197.4 134747 42538.4 102925 49776.5 38323.5 584776 165728 88616.1 33811 26398.5 22323.5 18642.9 2120.92 1974.98 104.518 threshold=0 1048.2900000000002 783.48000000000013 293.27220000000005 8.3822000000000028 0.99444450000000018 74.412199999999999 89.512000000000015 172.35100000000003 199.86000000000004 94.790000000000006 1048.2900000000002 1 2 2022.5000000000002 1043.5418000000002 3 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 1 2 2 left_child=12 2 3 8 5 7 -7 -5 11 10 -10 13 14 -2 -1 -4 18 -18 -14 right_child=1 -3 15 4 -6 6 -8 -9 9 -11 -12 -13 16 -15 -16 -17 17 -19 -20 leaf_value=0.11475949071920835 0.025183954916455514 -0.40931447982788088 0.45969197034835818 -0.096349624964821232 -0.77810346786181128 0.72644089179379612 -0.11032176462971435 -0.60356285458519343 -0.076880832575834723 1.5193989562546764 0.64734348310743062 -0.54310507583618162 -0.19201421647701622 -0.00035091827413349182 -0.17423518544977362 0.099188595001514154 -0.31858458801552103 -0.40372124775973234 -0.17196079994533578 leaf_weight=52 4170 32 32 246 30 21 49 21 325 27 35 30 53 128854 55 26 54 55 51 leaf_count=52 4170 32 32 246 30 21 49 21 325 27 35 30 53 128854 55 26 54 55 51 internal_value=0 0.000274592 0.000372523 0.000243477 -0.135887 -0.0787161 0.140707 -0.136243 0.000617873 0.0999858 -0.00647014 0.000328852 -0.187789 0.000451409 -0.0309012 0.298087 -0.261682 -0.331162 -0.1662 internal_weight=0 133898 133866 133808 367 337 70 267 133441 387 360 133054 320 133024 107 58 213 109 104 internal_count=134218 133898 133866 133808 367 337 70 267 133441 387 360 133054 320 133024 107 58 213 109 104 cat_boundaries=0 3 4 10 11 cat_threshold=2147483648 3 4 2818 1310720 67503104 4352 558370944 172106306 2105377 153 is_linear=0 shrinkage=0.01 Tree=900 num_leaves=13 num_cat=2 split_feature=10 3 25 24 4 1 10 4 1 26 26 10 split_gain=44281.6 99314.7 53445.3 246505 49933.6 37132.7 34226 30920.7 30894.2 19719.9 9351.85 3702.64 threshold=638.18750000000011 1048.2900000000002 0 1 1048.2900000000002 1066.3056000000001 362.49400000000003 53.227330000000002 650.90000000000009 2022.5000000000002 2022.5000000000002 747.99000000000012 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 2 3 9 5 6 8 -8 -4 -1 -5 -2 right_child=11 -3 4 10 -6 -7 7 -9 -10 -11 -12 -13 leaf_value=0.38287823548082445 0.35481943289438883 -0.54074033961576573 -0.00041407612388851537 -0.039185320897535847 0.40742352092266082 0.34000611029565336 -0.095314806882502892 -0.51532875737973616 -0.20906717857004892 0.64157490203255108 -0.1849735542860898 0.20040849663994528 leaf_weight=61 24 34 133757 88 30 32 106 21 71 57 88 44 leaf_count=61 24 34 133757 88 30 32 106 21 71 57 88 44 internal_value=0 -0.00034417 -0.000207372 0.132235 -0.000507746 -0.000599121 -0.000680487 -0.164766 -0.000524773 0.468167 -0.106054 0.254906 internal_weight=0 134345 134311 294 134017 133987 133955 127 133828 118 176 68 internal_count=134413 134345 134311 294 134017 133987 133955 127 133828 118 176 68 cat_boundaries=0 5 6 cat_threshold=0 262146 4 65536 139264 3236 is_linear=0 shrinkage=0.01 Tree=901 num_leaves=10 num_cat=2 split_feature=9 10 3 25 4 1 25 9 10 split_gain=118944 36230.8 56932.7 58774.9 48905.6 36363.2 30680.9 8723.05 5279.75 threshold=797.90800000000002 638.18750000000011 1048.2900000000002 0 1048.2900000000002 1066.3056000000001 1 1037.4750000000001 747.99000000000012 decision_type=2 2 2 9 2 2 9 2 2 left_child=1 2 3 -1 5 6 -5 -2 -3 right_child=7 8 -4 4 -6 -7 -8 -9 -10 leaf_value=0.14023417728859305 -0.3631111602857709 0.35127122402191163 -0.41545947970766006 -0.036999288747182391 0.40334932140509289 0.33660601958632469 9.6258425397633933e-05 -0.63272586741795145 0.16612952429194786 leaf_weight=288 24 24 33 2258 30 32 131657 24 43 leaf_count=288 24 24 33 2258 30 32 131657 24 43 internal_value=0 -3.50892e-05 -0.000151073 -4.89977e-05 -0.000360994 -0.000451439 -0.000531982 -0.497919 0.232449 internal_weight=0 134365 134298 134265 133977 133947 133915 48 67 internal_count=134413 134365 134298 134265 133977 133947 133915 48 67 cat_boundaries=0 5 11 cat_threshold=0 262146 4 65536 139264 2147483648 131072 1073741824 1757446144 33554498 8864 is_linear=0 shrinkage=0.01 Tree=902 num_leaves=15 num_cat=3 split_feature=9 18 25 24 4 11 11 26 11 24 3 9 26 26 split_gain=116577 32251.3 35899.4 324612 47938 41548.5 44078.3 40851 36712.1 34781.8 15080.7 8549.46 3463.53 1889.59 threshold=797.90800000000002 751.80750000000012 0 1 1048.2900000000002 756.4475000000001 323.97600000000006 2022.5000000000002 282.40044000000006 2 28.878500000000003 1037.4750000000001 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 1 2 2 2 2 2 1 2 2 2 2 left_child=1 2 3 7 5 6 8 -1 -4 13 -8 -2 -11 -5 right_child=11 -3 4 9 -6 -7 10 -9 -10 12 -12 -13 -14 -15 leaf_value=0.40575838142970827 -0.35948004297097214 0.3918244291487194 -0.00045293725360222146 -0.24941352389408991 0.39931579514344534 0.32587843894958496 -0.12215863519946471 0.80221456537644076 0.28844867478717456 0.069982993320414896 -0.39201707508414985 -0.62639859231809769 -0.022670310084209885 -0.17345259615869232 leaf_weight=53 24 21 133659 65 30 39 151 51 44 76 24 24 86 66 leaf_count=53 24 21 133659 65 30 39 151 51 44 76 24 24 86 66 internal_value=0 -3.46613e-05 -9.59148e-05 0.0936792 -0.000380816 -0.000470385 -0.000565453 0.547528 -0.000357863 -0.0801673 -0.159168 -0.492939 0.0195876 -0.196168 internal_weight=0 134365 134344 397 133947 133917 133878 104 133703 293 175 48 162 131 internal_count=134413 134365 134344 397 133947 133917 133878 104 133703 293 175 48 162 131 cat_boundaries=0 6 7 8 cat_threshold=0 2 4 65536 139264 1 1060 344 is_linear=0 shrinkage=0.01 Tree=903 num_leaves=14 num_cat=2 split_feature=9 25 4 10 25 11 1 6 5 26 9 10 6 split_gain=114257 35900.8 46955.5 42967.6 30515.5 31108.4 30470.4 15986.4 16559.5 14306.9 8379.33 2924.35 2526.69 threshold=797.90800000000002 0 1048.2900000000002 638.18750000000011 1 756.4475000000001 1066.3056000000001 154.71740000000003 316.16700000000009 2022.5000000000002 1037.4750000000001 747.99000000000012 279.86700000000002 decision_type=2 9 2 2 9 2 2 2 2 2 2 2 2 left_child=1 9 3 4 7 6 -6 8 -3 -1 -2 -5 -9 right_child=10 2 -4 11 5 -7 -8 12 -10 -11 -12 -13 -14 leaf_value=0.047252661861291456 -0.35588525474381949 -0.029277611289323713 0.39532264208793644 0.34759960770606996 1.1808075466760185e-05 0.29408547586864897 0.31356378547606928 -0.13499509274959565 -0.28311380716470574 0.2019945168197155 -0.62013460407654442 0.20730306720122316 -0.26386958401778648 leaf_weight=119 24 2230 30 24 131649 36 31 32 26 120 24 39 29 leaf_count=119 24 2230 30 24 131649 36 31 32 26 120 24 39 29 internal_value=0 -3.43149e-05 -0.000257001 -0.00034552 -0.000468243 0.000165966 8.56242e-05 -0.0363653 -0.032203 0.119929 -0.48801 0.260749 -0.196263 internal_weight=0 134365 134126 134096 134033 131716 131680 2317 2256 239 48 63 61 internal_count=134413 134365 134126 134096 134033 131716 131680 2317 2256 239 48 63 61 cat_boundaries=0 5 11 cat_threshold=0 2 4 65536 8192 2147483648 131072 1073741824 1758494720 33554498 8864 is_linear=0 shrinkage=0.01 Tree=904 num_leaves=11 num_cat=4 split_feature=10 3 25 24 4 13 25 24 11 10 split_gain=41874.3 95793 50181.2 238395 46076.2 33921 29589.2 37706.2 36598.2 3435.42 threshold=638.18750000000011 1048.2900000000002 0 1 1048.2900000000002 673.83140000000014 2 3 756.4475000000001 747.99000000000012 decision_type=2 2 9 1 2 2 9 1 2 2 left_child=1 2 3 -1 5 6 7 -4 -8 -2 right_child=9 -3 4 -5 -6 -7 8 -9 -10 -11 leaf_value=0.45848836310207847 0.3441236140330633 -0.5310605941099279 0.0040868967384821812 -0.10609174338720179 0.39136943268775937 -0.26636498205363751 5.0838562662398841e-05 -0.077575059056335174 0.32818126916885376 0.19538891954855486 leaf_weight=118 24 34 1146 176 30 48 131647 1112 34 44 leaf_count=118 24 34 1146 176 30 48 131647 1112 34 44 internal_value=0 -0.000332062 -0.000197712 0.128136 -0.000488769 -0.000576544 -0.000481293 -0.036294 0.000135551 0.247884 internal_weight=0 134345 134311 294 134017 133987 133939 2258 131681 68 internal_count=134413 134345 134311 294 134017 133987 133939 2258 131681 68 cat_boundaries=0 5 6 12 13 cat_threshold=0 262146 4 65536 139264 3236 2147483648 131072 1073741824 1757446144 33554498 8864 3192 is_linear=0 shrinkage=0.01 Tree=905 num_leaves=27 num_cat=4 split_feature=25 6 9 7 13 9 7 23 24 23 4 25 0 0 9 6 23 23 4 6 6 24 23 26 26 26 split_gain=86507.9 41630.7 33398.5 167208 89971.4 37107.5 29147.6 26854.9 69130.5 37443 25502.3 115829 120139 46771 42391.9 45379.7 25028.4 31252.6 9861.93 12584.5 9083.82 8357.06 7888.64 7798.71 5102.36 503.537 threshold=0 650.90000000000009 168.64500000000001 294.25100000000003 205.70000000000002 797.90800000000002 8.4990000000000023 4.432500000000001 1 85.867500000000007 48.621081000000011 2 311.36400000000009 243.58000000000001 164.68524000000002 483.07500000000005 13.455000000000002 24.117250000000002 16.747500000000006 1043.5418000000002 783.48000000000013 3 8.036500000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=21 2 7 4 5 6 -4 10 16 22 14 12 -12 -13 15 -2 23 -18 19 20 -3 24 -10 -9 -1 -23 right_child=1 18 3 -5 -6 -7 -8 8 9 -11 11 13 -14 -15 -16 -17 17 -19 -20 -21 -22 25 -24 -25 -26 -27 leaf_value=-0.028567047346205937 -0.00086857953416984233 -0.085508986502885825 -0.0015912413576410877 -0.78999627206594714 0.57679617886957912 -0.34013803633776574 -0.19837193238346473 -0.021293257355690001 0.19208599710464477 -0.45970537209510803 0.10246016633806301 -0.018400138224408561 0.8675797980172294 -0.47318819688714076 0.40284889606329111 -0.31165358328121773 0.73084283683611007 0.26606822600731483 -0.39514069505359817 0.054734251230955121 -0.36898189324599046 -0.21479544387774521 -0.030239902297152749 0.25462394850594655 -0.1579774244761063 -0.24862663778765448 leaf_weight=63 130711 20 414 31 23 44 92 20 20 20 902 1344 21 23 26 47 23 39 23 20 26 89 79 21 59 87 leaf_count=63 130711 20 414 31 23 44 92 20 20 20 902 1344 21 23 26 47 23 39 23 20 26 89 79 21 59 87 internal_value=0 -0.000617254 -0.000473593 -0.0746666 -0.0359664 -0.061591 -0.0373695 -0.000137405 0.109757 -0.0600104 -0.000320734 0.0327621 0.118583 -0.0258628 -0.000900007 -0.000980289 0.284135 0.438485 -0.216823 -0.154682 -0.245733 -0.168402 0.0146744 0.12003 -0.0842454 -0.219072 internal_weight=0 133989 133900 604 573 550 506 133296 222 119 133074 2290 923 1367 130784 130758 103 62 89 66 46 298 99 41 122 176 internal_count=134287 133989 133900 604 573 550 506 133296 222 119 133074 2290 923 1367 130784 130758 103 62 89 66 46 298 99 41 122 176 cat_boundaries=0 5 6 11 12 cat_threshold=0 3 0 16777216 131072 2658 536905216 1050656 536876096 2147483648 16793600 2131 is_linear=0 shrinkage=0.01 Tree=906 num_leaves=14 num_cat=2 split_feature=3 25 2 3 0 3 9 13 5 0 24 26 26 split_gain=108406 90767.3 77109.7 36633.2 85689.4 75437 76955.8 71243.3 121482 35769 6053.32 6766.3 157.755 threshold=1048.2900000000002 0 1048.2900000000002 255.16525000000004 311.36400000000009 242.64500000000001 1037.4750000000001 8.3822000000000028 192.26595000000003 430.17000000000002 1 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 1 2 2 left_child=1 10 3 5 7 6 9 8 -5 -3 11 -1 -12 right_child=-2 2 -4 4 -6 -7 -8 -9 -10 -11 12 -13 -14 leaf_value=-0.01212493896484375 -0.56558043311623973 -0.00027225418519030107 -0.46319235801696779 -0.065057453350054431 -0.6865087445533794 0.43971672253730976 -0.60546090841293332 -0.46524723365310566 0.65720203857421877 0.12454193627316019 -0.20613305119367745 -0.1737143626505015 -0.22342818362690581 leaf_weight=55 34 133185 36 340 23 39 21 39 25 230 104 49 107 leaf_count=55 34 133185 36 340 23 39 21 39 25 230 104 49 107 internal_value=0 -0.000849169 -0.000444053 -0.000319675 -0.0927958 -2.38341e-05 -0.000152359 -0.0589954 -0.0155876 -5.70815e-05 -0.167765 -0.0805165 -0.205179 internal_weight=0 134253 133938 133902 427 133475 133436 404 365 133415 315 104 211 internal_count=134287 134253 133938 133902 427 133475 133436 404 365 133415 315 104 211 cat_boundaries=0 5 6 cat_threshold=1048576 3 0 16777216 131072 2115 is_linear=0 shrinkage=0.01 Tree=907 num_leaves=11 num_cat=3 split_feature=3 25 6 19 16 25 4 5 24 6 split_gain=106249 88961 35375.4 31961.2 27022.2 27603 29105.7 18559.8 5932.86 126.467 threshold=1048.2900000000002 0 650.90000000000009 698.35475000000008 785.7867500000001 1 1048.2900000000002 80.262500000000017 2 783.48000000000013 decision_type=2 9 2 2 2 9 2 2 1 2 left_child=1 8 3 4 5 -3 -7 9 -1 -4 right_child=-2 2 7 -5 -6 6 -8 -9 -10 -11 leaf_value=-0.079711284046633205 -0.55992465299718519 0.14273312535109345 -0.14057672113801042 -0.40003566095232962 -0.32898585417270659 -0.00040323232966136727 0.30122084565460683 -0.46865573334693905 -0.20312763019924251 -0.11203949619423259 leaf_weight=104 34 125 24 20 25 133648 32 20 211 44 leaf_count=104 34 125 24 20 25 133648 32 20 211 44 internal_value=0 -0.000840678 -0.000439612 -0.000307871 -0.000248134 -0.000186713 -0.000331006 -0.200872 -0.166087 -0.122111 internal_weight=0 134253 133938 133850 133830 133805 133680 88 315 68 internal_count=134287 134253 133938 133850 133830 133805 133680 88 315 68 cat_boundaries=0 5 10 11 cat_threshold=1048576 3 0 16777216 131072 2147483648 0 0 0 8192 2115 is_linear=0 shrinkage=0.01 Tree=908 num_leaves=20 num_cat=5 split_feature=3 25 6 1 1 18 24 6 9 15 9 13 25 3 24 26 25 26 26 split_gain=104134 87283.4 34988.5 75685.6 118472 52123.6 48606 35613.2 25619.2 66965.1 58224.4 52620 28798.2 16677.5 5813.11 6631.65 2679.05 610.869 123.446 threshold=1048.2900000000002 0 279.86700000000002 118.78000000000002 16.983939000000003 678.28640000000007 1 483.07500000000005 114.12500000000001 269.82920000000007 110.69500000000002 79.236007500000014 2 8.6480000000000015 3 2022.5000000000002 4 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 1 2 2 2 2 2 9 2 1 2 9 2 2 left_child=1 14 5 4 6 8 7 -4 10 11 12 -10 -3 -8 15 -1 18 -18 -16 right_child=-2 2 3 -5 -6 -7 13 -9 9 -11 -12 -13 -14 -15 16 -17 17 -19 -20 leaf_value=-0.011206571232188831 -0.55432539322796992 0.14780687928199768 0.22614514831396249 -0.52634612481336329 0.69657620275020604 -0.45673389129638675 -0.23286118694342847 -0.11630000676240837 -0.062927721093810007 -0.62699110591411589 0.47344481674524452 0.25739324218576604 2.8271623890054738e-05 0.053856576773459494 -0.14538338092657235 -0.17118010696099731 -0.25869750242966871 -0.30629565541233339 -0.12348713785994286 leaf_weight=55 34 122 65 37 20 25 172 57 759 20 26 55 132557 23 52 49 52 56 51 leaf_count=55 34 122 65 37 20 25 172 57 759 20 26 55 132557 23 52 49 52 56 51 internal_value=0 -0.000832375 -0.00043511 -0.0970224 -0.0498859 -0.000164683 -0.0969814 0.0611389 -7.92081e-05 -0.0553301 0.000268023 -0.0412844 0.000175298 -0.189334 -0.164513 -0.0789841 -0.201188 -0.259363 -0.122635 internal_weight=0 134253 133938 374 337 133564 317 122 133539 834 132705 814 132679 195 315 104 211 108 103 internal_count=134287 134253 133938 374 337 133564 317 122 133539 834 132705 814 132679 195 315 104 211 108 103 cat_boundaries=0 5 6 11 12 14 cat_threshold=1048576 3 0 16777216 131072 904 2147483648 0 0 0 8192 2115 1048576 1 is_linear=0 shrinkage=0.01 Tree=909 num_leaves=17 num_cat=4 split_feature=3 25 2 3 0 3 13 0 0 24 4 24 26 25 26 26 split_gain=102062 85546.5 75400.1 35835.9 83981.5 73954.4 69495.5 63565.3 35206.9 186183 46881.9 5697.42 6499.68 2625.73 598.712 120.989 threshold=1048.2900000000002 0 1048.2900000000002 255.16525000000004 311.36400000000009 242.64500000000001 8.3822000000000028 52.172250000000012 430.17000000000002 1 1048.2900000000002 2 2022.5000000000002 3 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 1 2 1 2 9 2 2 left_child=1 11 3 5 6 8 7 -5 10 -10 -3 12 -1 15 -15 -13 right_child=-2 2 -4 4 -6 -7 -8 -9 9 -11 -12 13 -14 14 -16 -17 leaf_value=-0.011094506177035246 -0.548782133214614 -0.00027285887070460939 -0.45802053292592371 -0.064296259879833811 -0.67953835808712504 0.43538274214817924 -0.45954776603441971 0.34100470737977462 0.38635144687834244 -0.16355880141258239 -0.42494940439095863 -0.14392954872204708 -0.16946830734914664 -0.25611052806560808 -0.30323270056928908 -0.12225226664075665 leaf_weight=55 34 133180 36 321 23 39 39 44 116 114 26 52 49 52 56 51 leaf_count=55 34 133180 36 321 23 39 39 44 116 114 26 52 49 52 56 51 internal_value=0 -0.000823941 -0.000430648 -0.000307656 -0.091772 -1.50523e-05 -0.05831 -0.0154381 -0.000142308 0.123474 -0.00035575 -0.162868 -0.0781943 -0.199176 -0.256769 -0.121409 internal_weight=0 134253 133938 133902 427 133475 404 365 133436 230 133206 315 104 211 108 103 internal_count=134287 134253 133938 133902 427 133475 404 365 133436 230 133206 315 104 211 108 103 cat_boundaries=0 5 6 7 9 cat_threshold=1048576 3 0 16777216 131072 3906 2115 1048576 1 is_linear=0 shrinkage=0.01 Tree=910 num_leaves=19 num_cat=3 split_feature=25 14 9 18 10 10 0 25 24 13 26 10 10 10 14 10 8 13 split_gain=64690.6 47391.2 53043.8 34222.3 36506 29593.9 51350.3 30040.5 104154 25738.2 15763.8 8022.43 7949.91 5078.94 4332.36 2828.26 1048.06 371.409 threshold=0 293.03820000000002 73.217700000000022 678.28640000000007 638.18750000000011 362.49400000000003 17.2895 1 2 557.40000000000009 2022.5000000000002 747.99000000000012 5.6142500000000011 543.20000000000016 751.80750000000012 950.63250000000005 9.3037500000000026 22.103000000000005 decision_type=9 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 left_child=10 3 12 4 5 7 13 8 -2 -9 -1 -6 14 -7 16 -13 17 -3 right_child=1 2 -4 -5 11 6 -8 9 -10 -11 -12 15 -14 -15 -16 -17 -18 -19 leaf_value=-0.10382137304128604 0.058045302950088348 -0.099693153786200403 -0.64596132266521455 0.38599386406981423 0.38848175422005038 -0.032002508553654649 -0.61782803249359131 -0.00151937845630743 -0.0017652887816514806 0.34055328293280168 -0.29528964475143787 0.070036461804062131 -0.27787575938484887 -0.20892176997661591 0.05897087546331542 0.23619660014197941 -0.030196342468261719 -0.14682649839492073 leaf_weight=86 3891 82 20 23 23 86 20 118224 11484 22 86 20 22 20 21 21 20 21 leaf_count=86 3891 82 20 23 23 86 20 118224 11484 22 86 20 22 20 21 21 20 21 internal_value=0 6.894e-05 -0.159442 0.000290631 0.000224334 0.000110077 -0.153073 0.000254523 0.0133991 -0.00145561 -0.188591 0.238999 -0.100825 -0.0653835 -0.0737759 0.155143 -0.09644 -0.109303 internal_weight=0 134020 186 133834 133811 133747 126 133621 15375 118246 172 64 166 106 144 41 123 103 internal_count=134192 134020 186 133834 133811 133747 126 133621 15375 118246 172 64 166 106 144 41 123 103 cat_boundaries=0 5 11 12 cat_threshold=0 0 4 0 8192 2153021440 604243971 16641 1237680128 33690178 18940416 49 is_linear=0 shrinkage=0.01 Tree=911 num_leaves=19 num_cat=2 split_feature=25 18 1 24 0 26 13 7 3 3 0 11 11 18 26 26 1 1 split_gain=63403.3 34915.1 30442.3 189245 140977 52589.8 33215.1 155234 80736.1 59559.8 48825.4 35118.2 42195.6 32459.5 15450.1 6365.23 8395.09 5436.86 threshold=0 678.28640000000007 438.37500000000006 1 24.245000000000005 2022.5000000000002 152.09975000000003 134.35750000000004 50.738799999999998 1048.2900000000002 51.002500000000005 756.4475000000001 323.97600000000006 43.980201500000007 2022.5000000000002 2022.5000000000002 543.20000000000016 650.90000000000009 decision_type=9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 2 6 4 5 -4 9 8 13 11 -9 12 -2 -8 -1 16 -5 -17 right_child=1 -3 3 15 -6 -7 7 10 -10 -11 -12 -13 -14 -15 -16 17 -18 -19 leaf_value=-0.10278315300165219 0.00010484796276505572 0.37374529142379764 0.96467734110982795 -0.066450729370117187 -0.049451093633432641 0.40459404624315604 -0.082667481596653283 -0.35510125494003297 0.43140369574228921 0.44562099075317385 -0.9929713978767396 0.30803914405204152 -0.1671549006951171 0.33039497494697573 -0.29233674803445509 0.0015591480391366141 -0.32197989420758355 -0.16630316752333976 leaf_weight=86 133042 25 38 20 37 30 390 30 36 30 20 37 151 20 86 35 36 43 leaf_count=86 133042 25 38 20 37 30 390 30 36 30 20 37 151 20 86 35 36 43 internal_value=0 6.82927e-05 -1.4207e-06 0.112758 0.408399 0.717582 -0.000202903 -0.0818838 -0.02265 0.000101117 -0.610249 7.97425e-07 -8.47733e-05 -0.0625181 -0.186705 -0.139005 -0.230719 -0.0909803 internal_weight=0 134020 133995 239 105 68 133756 496 446 133260 50 133230 133193 410 172 134 56 78 internal_count=134192 134020 133995 239 105 68 133756 496 446 133260 50 133230 133193 410 172 134 56 78 cat_boundaries=0 5 6 cat_threshold=0 0 4 0 8192 3124 is_linear=0 shrinkage=0.01 Tree=912 num_leaves=17 num_cat=2 split_feature=25 14 2 4 2 6 14 25 26 6 6 26 4 13 14 14 split_gain=62141.5 46429.8 97827.5 41591.9 58229 57237.3 25620.7 24510.7 15142.7 13718.6 8868.15 8504.11 2183.36 545.237 719.058 296.894 threshold=0 293.03820000000002 145.10250000000005 779.31175000000019 1048.2900000000002 783.48000000000013 257.37000000000006 1 2022.5000000000002 1043.5418000000002 7.8435000000000006 2022.5000000000002 1048.2900000000002 61.215000000000011 549.10000000000002 367.37500000000006 decision_type=9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=8 3 10 4 5 6 7 -2 -1 -7 13 -5 -13 14 15 -3 right_child=1 2 -4 11 -6 9 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 leaf_value=-0.1017553209704022 0.013797000686381849 -0.094574857804833393 -0.76834283237871914 0.088249750354073273 -0.41362309848561007 0.47379103215535479 0.28759234920624765 -0.0012619408421257381 -0.28941337615944618 0.13567649096250534 0.1255619391836226 0.40602942377328871 0.26584996604919431 -0.14767832705378534 -0.12754185282870345 -0.057173104499551382 leaf_weight=86 11851 41 23 22 34 30 31 121801 86 20 20 20 25 20 38 44 leaf_count=86 11851 41 23 22 34 30 31 121801 86 20 20 20 25 20 38 44 internal_value=0 6.76097e-05 -0.157817 0.00028704 0.000162278 0.000267478 0.000140955 7.42821e-05 -0.184838 0.338545 -0.0716693 0.249378 0.328152 -0.0992541 -0.0913803 -0.075214 internal_weight=0 134020 186 133834 133767 133733 133683 133652 172 50 163 67 45 143 123 85 internal_count=134192 134020 186 133834 133767 133733 133683 133652 172 50 163 67 45 143 123 85 cat_boundaries=0 5 11 cat_threshold=0 0 4 0 8192 2152988672 604244035 4210945 1237614592 33690178 18940416 is_linear=0 shrinkage=0.01 Tree=913 num_leaves=17 num_cat=2 split_feature=25 14 2 4 2 6 14 25 26 6 6 26 4 13 14 14 split_gain=60904.9 45505.8 95880.8 40764.2 57070.3 56098.3 25110.9 24023.3 14841.3 13445.6 8691.68 8334.88 2139.92 534.387 704.749 290.986 threshold=0 293.03820000000002 145.10250000000005 779.31175000000019 1048.2900000000002 783.48000000000013 257.37000000000006 1 2022.5000000000002 1043.5418000000002 7.8435000000000006 2022.5000000000002 1048.2900000000002 61.215000000000011 549.10000000000002 367.37500000000006 decision_type=9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=8 3 10 4 5 6 7 -2 -1 -7 13 -5 -13 14 15 -3 right_child=1 2 -4 11 -6 9 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 leaf_value=-0.10073776508486548 0.013659147204457961 -0.093629109190731516 -0.76065941188646402 0.087367246584458783 -0.40948687188765581 0.46905313364664714 0.284716418404733 -0.0012493224823109533 -0.28651925228362862 0.13431973159313201 0.12430632359534503 0.40196913665533068 0.26319145317077636 -0.14620154565572738 -0.12626643441225352 -0.056601374369453304 leaf_weight=86 11851 41 23 22 34 30 31 121801 86 20 20 20 25 20 38 44 leaf_count=86 11851 41 23 22 34 30 31 121801 86 20 20 20 25 20 38 44 internal_value=0 6.6943e-05 -0.156239 0.000284179 0.000160664 0.000264812 0.000139555 7.35486e-05 -0.18299 0.33516 -0.0709527 0.246884 0.32487 -0.0982616 -0.0904665 -0.0744618 internal_weight=0 134020 186 133834 133767 133733 133683 133652 172 50 163 67 45 143 123 85 internal_count=134192 134020 186 133834 133767 133733 133683 133652 172 50 163 67 45 143 123 85 cat_boundaries=0 5 11 cat_threshold=0 0 4 0 8192 2152988672 604244035 4210945 1237614592 33690178 18940416 is_linear=0 shrinkage=0.01 Tree=914 num_leaves=20 num_cat=1 split_feature=14 2 2 6 7 6 0 3 3 9 24 14 4 6 6 14 14 14 14 split_gain=47596.7 92487.2 32644.8 34006.8 72257.2 41120.6 28041.9 280529 136828 70930.4 75769.3 39982.1 28868.3 19071.2 9048.86 591.583 273.027 61.7084 13.1861 threshold=293.03820000000002 145.10250000000005 1048.2900000000002 545.08500000000015 8.0855000000000015 650.90000000000009 25.333500000000004 544.35000000000002 1048.2900000000002 264.73700000000002 0 257.37000000000006 1048.2900000000002 783.48000000000013 7.8435000000000006 549.10000000000002 367.37500000000006 751.80750000000012 449.47000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=2 14 3 6 5 -5 8 9 11 10 -8 12 -1 -7 15 16 -2 -17 -18 right_child=1 -3 -4 4 -6 13 7 -9 -10 -11 -12 -13 -14 -15 -16 17 18 -19 -20 leaf_value=-0.00073077593826777155 -0.10710386436918508 -0.7530527992870496 -0.29694890370240085 0.41174078968664013 0.71907035970687871 -0.31188294367356734 -0.02672909993124092 1.0407766720100686 -0.68768886303079546 -0.41180968196768514 0.056965070433342424 0.39138612472094025 -0.33397867615406329 0.046092823147773743 0.12306325216591357 -0.12193714556870637 -0.068711024566932968 -0.14449910562146795 -0.078898251162221031 leaf_weight=129276 46 23 37 24 20 22 1851 27 29 38 2581 26 26 46 20 27 27 22 24 leaf_count=129276 46 23 37 24 20 22 1851 27 29 38 2581 26 26 46 20 27 27 22 24 internal_value=0 -0.158761 4.41676e-05 0.000126194 0.174304 0.0558763 -1.95461e-05 0.0245288 -0.00087295 0.0183904 0.0220789 -0.000718941 -0.000797785 -0.0697229 -0.076419 -0.103745 -0.0894385 -0.132067 -0.073505 internal_weight=0 189 134003 133966 112 92 133854 4497 129357 4470 4432 129328 129302 68 166 146 97 49 51 internal_count=134192 189 134003 133966 112 92 133854 4497 129357 4470 4432 129328 129302 68 166 146 97 49 51 cat_boundaries=0 1 cat_threshold=2213 is_linear=0 shrinkage=0.01 Tree=915 num_leaves=23 num_cat=6 split_feature=3 0 18 11 6 8 24 11 25 24 25 26 25 12 0 26 7 24 4 26 11 26 split_gain=155781 46440.6 139548 97803.8 61795 107978 82429.3 31691.8 34691.5 255804 97748.2 51270.2 50073 39202.6 32521.8 165211 27736.9 13730.3 6995.94 3198.2 736.27 0.199617 threshold=1048.2900000000002 243.58000000000001 27.583650000000006 22.308600000000002 79.512800000000013 57.154825500000008 0 650.90000000000009 1 2 3 2022.5000000000002 4 650.90000000000009 224.14500000000001 2022.5000000000002 783.48000000000013 5 8.3312500000000025 2022.5000000000002 756.4475000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 1 2 9 1 9 2 9 2 2 2 2 1 2 2 2 2 left_child=1 7 3 4 5 6 -3 8 9 10 11 -1 21 14 16 -16 -10 -14 -6 -12 -9 -11 right_child=-2 2 -4 -5 18 -7 -8 20 13 12 19 -13 17 -15 15 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.09815211637964788 -0.64061915799191127 0.13401236563238481 0.7146509211403983 -0.76908961946314036 -0.32832133712768552 0.62663001678206709 -0.1578405766776908 -0.19144833397865296 -0.00042179651967287699 0.084422681088800786 0.58175788303591169 0.33391710523973428 -0.03962423330698258 0.28268507872309007 0.64140969446727214 -0.24039119612338933 0.26978671905241519 -0.19575982897387195 -0.57590511503673736 0.69506724702551015 -0.26750739642551968 0.08522832060969153 leaf_weight=53 38 121 21 22 25 22 388 20 132693 108 53 57 107 49 42 43 38 182 21 47 35 43 leaf_count=53 38 121 21 22 25 22 388 20 132693 108 53 57 107 49 42 43 38 182 21 47 35 43 internal_value=0 -0.000255277 -0.0866023 -0.114693 -0.089742 -0.0592826 -0.0889291 0.000145525 0.000244388 0.0725653 0.351512 0.11526 -0.065421 -0.000114872 -0.000219214 0.195322 -0.000344438 -0.14121 -0.441349 0.577285 -0.23985 0.0793942 internal_weight=0 134190 620 599 577 531 509 133570 133515 650 210 110 440 132865 132816 85 132731 289 46 100 55 151 internal_count=134228 134190 620 599 577 531 509 133570 133515 650 210 110 440 132865 132816 85 132731 289 46 100 55 151 cat_boundaries=0 1 7 8 12 18 19 cat_threshold=832 2147483648 3 4 16809984 134357056 2097152 1292 2147483648 0 4 16809984 2147483648 0 4 0 0 2097152 2192 is_linear=0 shrinkage=0.01 Tree=916 num_leaves=26 num_cat=5 split_feature=3 0 18 24 10 7 2 24 0 26 1 25 14 9 1 1 25 24 26 1 1 2 1 1 2 split_gain=152681 45520.3 136772 74753.4 84806.4 42887.6 69102.2 30911.1 28586.6 156515 41065.8 69655.7 80306.3 85376.2 45284.4 61321.9 36783.7 295078 26669.9 26077.3 53237.7 22392.5 12913.7 6611.21 4701.17 threshold=1048.2900000000002 243.58000000000001 27.583650000000006 0 43.901250000000005 13.774230000000001 65.05725000000001 1 224.14500000000001 2022.5000000000002 194.58675000000002 2 80.996025000000017 152.84000000000003 172.67400000000001 177.74775000000002 3 4 2022.5000000000002 224.64000000000001 44.610000000000007 25.023300000000003 293.71100000000007 293.71100000000007 8.893200000000002 decision_type=2 2 2 1 2 2 2 1 2 2 2 9 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 8 3 5 19 6 7 -3 10 -10 14 18 13 -13 16 -16 17 -1 23 20 -5 -18 -20 -12 -17 right_child=-2 2 -4 4 -6 -7 -8 -9 9 -11 11 12 -14 -15 15 24 21 -19 22 -21 -22 -23 -24 -25 -26 leaf_value=0.31873226165771484 -0.63421297173751034 0.11371146661479299 0.70750444003513879 -0.18423997295092556 -0.76362887293816761 -0.39551217846248465 0.60446275742281053 -0.11435598091457201 0.61040616101996847 -0.23794867312366311 0.47991760753449941 -0.11590581610529861 0.5038628424406052 -0.73768699868865639 0.51400136217474934 -0.0065884342308967347 -0.00078309545192751682 -0.17246388506558205 -0.14475037670135499 -0.50939755326225644 0.31716557088105574 0.023576564512526446 0.15655832586866436 0.23923770828247073 0.16973061752319335 leaf_weight=249 38 113 21 267 26 23 21 105 43 44 21 554 20 23 40 62 128299 224 25 21 23 3888 33 25 20 leaf_count=249 38 113 21 267 26 23 21 105 43 44 21 554 20 23 40 62 128299 224 25 21 23 3888 33 25 20 internal_value=0 -0.000252918 -0.0857401 -0.11355 -0.208787 0.016296 0.0566079 0.0038329 0.000143893 0.181353 2.5787e-05 -0.0763117 -0.117136 -0.140691 0.000428798 0.193002 0.000251699 0.0873605 0.154446 -0.169115 -0.144473 -6.66027e-05 0.0266839 0.349113 0.0364162 internal_weight=0 134190 620 599 337 262 239 218 133570 87 133483 701 597 577 132782 122 132660 473 104 311 290 132187 58 46 82 internal_count=134228 134190 620 599 337 262 239 218 133570 87 133483 701 597 577 132782 122 132660 473 104 311 290 132187 58 46 82 cat_boundaries=0 1 2 6 11 12 cat_threshold=2884 832 37749248 1052928 0 4194304 2147483648 3 0 16809984 139328 1436 is_linear=0 shrinkage=0.01 Tree=917 num_leaves=33 num_cat=1 split_feature=1 5 25 26 13 1 1 14 2 12 7 11 17 11 13 9 2 9 1 8 2 9 1 11 1 1 1 2 26 14 14 1 split_gain=41781.1 90068.9 74926.7 111620 41691.1 39714.8 49238.1 33293.1 62046.8 33699.8 241197 72694.4 33045.4 32942.9 32551.8 58838.2 30001.5 27632.1 22201.7 17774.3 17255.8 33767.6 17115.1 16943.1 14967.4 7221.48 7203.52 4399.03 3957.45 2913.92 248.147 10.0589 threshold=194.58675000000002 254.97775000000004 0 2022.5000000000002 56.428500000000007 172.67400000000001 177.74775000000002 449.47000000000008 10.399187500000002 135.41212500000003 204.85500000000005 282.40044000000006 76.410000000000011 323.97600000000006 779.68675000000019 1037.4750000000001 74.402200000000008 78.765000000000015 364.99000000000007 15.582750000000003 11.040900000000002 10.905000000000003 398.24814000000003 549.10000000000002 224.64000000000001 364.99000000000007 276.29750000000007 8.893200000000002 2022.5000000000002 751.80750000000012 549.10000000000002 276.29750000000007 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 22 16 7 -7 9 29 13 11 12 -11 14 15 -1 20 25 -18 23 21 -4 24 -15 -2 26 -5 28 -8 30 -9 -26 right_child=1 -3 4 17 -6 6 27 8 -10 10 -12 -13 -14 19 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 31 -27 -28 -29 -30 -31 -32 -33 leaf_value=-0.00017287306268612518 0.46641082508997483 -0.6409925927056207 -0.14197341139364469 -0.053321894181741256 0.33044681760668754 0.45686420891256563 -0.10354819650451341 -0.077803126526149832 -0.68249453663825987 -0.019441756467558136 0.92003106951713565 0.57679245078045394 0.29459701445367598 -0.099268210464053694 0.36061542654037476 -0.50600139224010965 -0.1833953166419062 -0.44999050807952884 -0.60467274091460488 0.074783866616987424 0.1777336577177048 0.268856049038115 0.52262526348658978 -0.32794580018078839 0.15530562140724877 -0.15481439323986279 0.18223393392562867 0.16803330516815188 0.058135778089848968 0.028056513578803451 -0.12385230231285096 0.1460342887878418 leaf_weight=132441 22 27 423 37 20 42 24 22 20 484 32 23 36 81 25 23 29 20 22 31 20 21 35 54 22 34 20 20 41 27 25 25 leaf_count=132441 22 27 423 37 20 42 24 22 20 484 32 23 36 81 25 23 29 20 22 31 20 21 35 54 22 34 20 20 41 27 25 25 internal_value=0 -0.073545 -0.0531169 0.10235 -0.115351 -2.2457e-06 0.176751 -0.000170615 -0.188302 -3.78798e-05 0.0763529 0.0266333 0.00229939 -0.000368999 -0.000192606 -0.000260701 -0.134904 -0.113439 -0.365123 -0.141154 -0.109599 -0.122542 0.342505 -0.190739 0.251139 -0.0394717 0.0293293 0.0383421 -0.00156292 -0.0547358 -0.102297 0.150374 internal_weight=0 777 750 215 535 133451 127 133324 94 133230 575 543 520 132655 132489 132464 515 111 51 166 464 444 104 135 69 91 57 85 65 74 47 47 internal_count=134228 777 750 215 535 133451 127 133324 94 133230 575 543 520 132655 132489 132464 515 111 51 166 464 444 104 135 69 91 57 85 65 74 47 47 cat_boundaries=0 5 cat_threshold=37749248 1052672 16384 4194304 1 is_linear=0 shrinkage=0.01 Tree=918 num_leaves=19 num_cat=1 split_feature=3 0 18 11 6 8 5 11 25 12 4 0 26 1 1 26 4 11 split_gain=149595 44555.7 133914 94764.1 60274.3 105950 32598.2 30449.5 33888.4 38337 35357 31379.7 158390 40889.6 27810.9 20156.7 6911.79 724.395 threshold=1048.2900000000002 243.58000000000001 27.583650000000006 22.308600000000002 79.512800000000013 57.154825500000008 93.807500000000019 650.90000000000009 0 650.90000000000009 40.256250000000009 224.14500000000001 2022.5000000000002 194.58675000000002 40.336500000000008 2022.5000000000002 8.3312500000000025 756.4475000000001 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 7 3 4 5 6 -3 8 10 11 14 13 -13 -10 15 -1 -6 -9 right_child=-2 2 -4 -5 16 -7 -8 17 9 -11 -12 12 -14 -15 -16 -17 -18 -19 leaf_value=0.047979649207485257 -0.62776687571876932 -0.10637302374827391 0.70008786156063996 -0.75648745710199539 -0.32268792314529421 0.6217425400179557 0.24462457563195908 -0.18708856004476548 8.5286016913191465e-05 0.27957404289926802 -0.33431878757476813 0.62866914249601824 -0.23473613941392235 -0.077715549396353722 -0.26291221391587027 0.17268621021057981 -0.56877817063104541 -0.26253176334926059 leaf_weight=268 38 481 21 22 25 22 28 20 132142 49 20 42 43 679 21 251 21 35 leaf_count=268 38 481 21 22 25 22 28 20 132142 49 20 42 43 679 21 251 21 35 internal_value=0 -0.000246029 -0.0848226 -0.11234 -0.0877801 -0.0576979 -0.0870647 0.000146556 0.000243462 -8.64093e-05 0.0771847 -0.000189521 0.191888 -0.000312443 0.0938549 0.108291 -0.435033 -0.235098 internal_weight=0 134190 620 599 577 531 509 133570 133515 132955 560 132906 85 132821 540 519 46 55 internal_count=134228 134190 620 599 577 531 509 133570 133515 132955 560 132906 85 132821 540 519 46 55 cat_boundaries=0 5 cat_threshold=2147483648 3 4 16809984 139264 is_linear=0 shrinkage=0.01 Tree=919 num_leaves=21 num_cat=5 split_feature=3 0 18 11 6 8 24 11 25 24 26 25 24 12 0 26 1 4 11 26 split_gain=146618 43669 131249 92878.3 59074.8 103842 79347.7 29843.6 33214 222045 145413 55251.4 54329.5 37574.1 30755.2 155238 40075.9 6774.24 709.98 0.88098 threshold=1048.2900000000002 243.58000000000001 27.583650000000006 22.308600000000002 79.512800000000013 57.154825500000008 0 650.90000000000009 1 2 2022.5000000000002 3 4 650.90000000000009 224.14500000000001 2022.5000000000002 194.58675000000002 8.3312500000000025 756.4475000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 1 2 9 1 2 9 1 2 2 2 2 2 2 2 left_child=1 7 3 4 5 6 -3 8 9 10 -1 19 -13 14 16 -16 -10 -6 -9 -11 right_child=-2 2 -4 -5 17 -7 -8 18 13 11 -12 12 -14 -15 15 -17 -18 -19 -20 -21 leaf_value=0.11451317787170411 -0.62148924325641841 0.13245345330420341 0.69308699517022998 -0.74892259857871313 -0.31946102809906007 0.61552514728497376 -0.153829595146317 -0.18521767371892928 8.4433097323843316e-05 -0.18561535838138629 0.74575535807344651 -0.10984896517207479 0.18132812710466056 0.27677830627378153 0.62238245226088029 -0.23238878305568253 -0.076938393138107658 -0.56309040069580074 -0.25990644264221191 -0.18704759000392443 leaf_weight=74 38 121 21 22 25 22 388 20 132142 83 72 107 135 49 42 43 679 21 35 89 leaf_count=74 38 121 21 22 25 22 388 20 132142 83 72 107 135 49 42 43 679 21 35 89 internal_value=0 -0.000243568 -0.0839744 -0.111217 -0.0869023 -0.0571209 -0.0861941 0.00014509 0.000241027 0.0764128 0.398515 -0.0438987 0.0533343 -8.55453e-05 -0.000187626 0.189969 -0.000309319 -0.430683 -0.232747 -0.176117 internal_weight=0 134190 620 599 577 531 509 133570 133515 560 146 414 242 132955 132906 85 132821 46 55 172 internal_count=134228 134190 620 599 577 531 509 133570 133515 560 146 414 242 132955 132906 85 132821 46 55 172 cat_boundaries=0 1 6 7 12 13 cat_threshold=832 2147483648 3 4 16809984 139264 1284 0 2 0 16777216 139264 2179 is_linear=0 shrinkage=0.01 Tree=920 num_leaves=19 num_cat=4 split_feature=25 17 1 6 3 24 3 5 0 5 24 3 7 0 24 26 26 17 split_gain=75163.5 45050.5 31588.5 27614.4 77170.4 51143.6 62821.5 37988.9 260116 466387 122578 33893.5 41586 20298.1 2406.56 513.091 268.965 33.8237 threshold=0 577.6975000000001 1066.3056000000001 279.86700000000002 273.10998000000006 1 127.48600000000002 120.63500000000002 202.39050000000006 223.76500000000001 2 1048.2900000000002 650.90000000000009 33.358000000000011 3 2022.5000000000002 2022.5000000000002 765.43425000000013 decision_type=9 2 2 2 2 1 2 2 2 2 1 2 2 2 1 2 2 2 left_child=14 2 3 7 5 13 -7 11 10 -10 -9 12 -2 -5 16 -16 -1 -3 right_child=1 17 -4 4 -6 6 -8 8 9 -11 -12 -13 -14 -15 15 -17 -18 -19 leaf_value=-0.11968105090748181 0.00026158889164436814 -0.32412012338638307 -0.29573136912451853 0.075555092076580219 -0.67374235720861519 -0.17351322873389419 0.41010867702960968 0.14979279231814821 1.9478775523900986 0.069633976496182956 -0.078567086615526985 -0.32510201871395111 0.25134014573173991 0.43044347000122074 -0.18905221532030805 -0.22391596580373829 -0.089416275251479382 -0.30674204508463543 leaf_weight=55 132505 24 36 83 21 237 20 408 20 39 528 32 66 20 82 87 63 21 leaf_count=55 132505 24 36 83 21 237 20 408 20 39 528 32 66 20 82 87 63 21 internal_value=0 0.000341677 0.000447929 0.000527512 -0.0844859 -0.0501126 -0.123298 0.000769956 0.0623292 0.706327 0.0217354 0.00030804 0.000386587 0.131681 -0.158918 -0.195436 -0.095435 -0.31601 internal_weight=0 134060 134015 133979 381 360 257 133598 995 59 936 132603 132571 103 287 169 118 45 internal_count=134347 134060 134015 133979 381 360 257 133598 995 59 936 132603 132571 103 287 169 118 45 cat_boundaries=0 5 6 7 8 cat_threshold=1048576 1 0 16777216 131072 386 1609 2323 is_linear=0 shrinkage=0.01 Tree=921 num_leaves=16 num_cat=2 split_feature=25 17 1 10 13 6 7 5 0 22 2 25 26 26 17 split_gain=73667.8 44154 30959.9 27197.4 54896.6 44498.6 41923.6 32059.5 201039 33241.3 13656.2 1276.94 2547.78 1762.68 33.1507 threshold=0 577.6975000000001 1066.3056000000001 362.49400000000003 8.0855000000000015 1043.5418000000002 78.120000000000019 120.63500000000002 311.36400000000009 287.50000000000006 7.8435000000000006 1 2022.5000000000002 2022.5000000000002 765.43425000000013 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=11 2 3 5 6 7 10 9 -9 -2 -5 13 -13 -1 -3 right_child=1 14 -4 4 -6 -7 -8 8 -10 -11 -12 12 -14 -15 -16 leaf_value=-0.15157602339982987 0.00027321339455807703 -0.32087892532348633 -0.29277403944068486 -0.16008232599132485 -0.55701284503936765 -0.39792256436177659 0.36338786328832307 0.028258729600774357 0.75149517638236296 0.36495171020030975 0.11742188516117277 -0.16661680378325996 -0.24933591325032084 -0.079908725152144561 -0.30367462521507627 leaf_weight=64 132723 24 36 114 25 28 21 982 40 25 21 73 76 74 21 leaf_count=64 132723 24 36 114 25 28 21 982 40 25 21 73 76 74 21 internal_value=0 0.000338314 0.000443502 0.00052229 -0.121976 0.000688004 -0.0522588 0.000771439 0.0565654 0.000341892 -0.116915 -0.157329 -0.195676 -0.105501 -0.31285 internal_weight=0 134060 134015 133979 181 133798 156 133770 1022 132748 135 287 149 138 45 internal_count=134347 134060 134015 133979 181 133798 156 133770 1022 132748 135 287 149 138 45 cat_boundaries=0 5 7 cat_threshold=1048576 1 0 16777216 131072 0 1 is_linear=0 shrinkage=0.01 Tree=922 num_leaves=16 num_cat=2 split_feature=25 17 18 6 0 0 1 5 0 1 6 25 26 26 17 split_gain=72201.8 43275.3 32586 60080.3 68482.6 46824 30796.3 32999.9 254236 23501.5 20619.5 1251.53 2497.08 1727.61 32.4909 threshold=0 577.6975000000001 751.80750000000012 279.86700000000002 186.50375000000003 39.544300000000007 1066.3056000000001 120.63500000000002 202.39050000000006 481.77300000000008 783.48000000000013 1 2022.5000000000002 2022.5000000000002 765.43425000000013 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=11 2 3 6 5 10 7 9 -9 -2 -5 13 -13 -1 -3 right_child=1 14 -4 4 -6 -7 -8 8 -10 -11 -12 12 -14 -15 -16 leaf_value=-0.15006026193499566 0.00052510422289343264 -0.31767012834548952 0.39432600316547212 -0.075649129999031256 -0.5340299690091932 0.36511994210156529 -0.29585747977665494 0.018028895864602202 0.69488080084829007 -0.12308087627832814 -0.28997601371120524 -0.16495063455137488 -0.24684255361557009 -0.079109634837588746 -0.30063788096110028 leaf_weight=64 132433 24 21 266 37 22 35 934 59 154 54 73 76 74 21 leaf_count=64 132433 24 21 266 37 22 35 934 59 154 54 73 76 74 21 internal_value=0 0.000334931 0.000439067 0.000377336 -0.125351 -0.0811367 0.000733964 0.000811676 0.0582447 0.000381536 -0.111817 -0.155756 -0.19372 -0.104446 -0.309722 internal_weight=0 134060 134015 133994 379 342 133615 133580 993 132587 320 287 149 138 45 internal_count=134347 134060 134015 133994 379 342 133615 133580 993 132587 320 287 149 138 45 cat_boundaries=0 5 7 cat_threshold=1048576 1 0 16777216 131072 0 1 is_linear=0 shrinkage=0.01 Tree=923 num_leaves=15 num_cat=2 split_feature=25 17 18 1 10 3 17 7 4 24 17 26 26 17 split_gain=70765 42414.2 31937.5 29701.2 25152.3 48655.8 27144 25520.5 24812.3 2530.05 1938.2 497.294 264.088 31.8444 threshold=0 577.6975000000001 751.80750000000012 1066.3056000000001 362.49400000000003 35.375000000000007 383.35000000000008 69.940000000000012 400.30000000000007 1 479.84000000000009 2022.5000000000002 2022.5000000000002 765.43425000000013 decision_type=9 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=9 2 3 4 6 7 8 -6 -2 12 -8 -11 -1 -3 right_child=1 13 -4 -5 5 -7 10 -9 -10 11 -12 -13 -14 -15 leaf_value=-0.11531550086628307 0.00034389713268866351 -0.31449343283971148 0.39038274923960364 -0.28682156797912384 -0.0931364282820141 -0.47125866893678903 0.17430772991180418 0.29097321131825449 0.10385009564395095 -0.18398107668248617 0.30011950810750326 -0.21830393550039709 -0.085326402433334836 -0.29763150283268519 leaf_weight=55 133497 24 21 36 128 32 25 20 232 82 24 87 63 21 leaf_count=55 133497 24 21 36 128 32 25 20 232 82 24 87 63 21 internal_value=0 0.000331581 0.000434677 0.000373563 0.000450744 -0.117679 0.000609689 -0.0412297 0.000523465 -0.154198 0.23593 -0.190385 -0.0915462 -0.306625 internal_weight=0 134060 134015 133994 133958 180 133778 148 133729 287 49 169 118 45 internal_count=134347 134060 134015 133994 133958 180 133778 148 133729 287 49 169 118 45 cat_boundaries=0 5 6 cat_threshold=1048576 1 0 16777216 131072 2323 is_linear=0 shrinkage=0.01 Tree=924 num_leaves=15 num_cat=2 split_feature=25 17 18 1 10 13 7 17 11 24 17 26 26 17 split_gain=69356.8 41570.1 31301.9 29110.1 24651.7 54464 39828.4 26603.8 24793.6 2479.7 1899.63 487.398 258.832 31.2107 threshold=0 577.6975000000001 751.80750000000012 1066.3056000000001 362.49400000000003 8.0855000000000015 78.120000000000019 383.35000000000008 323.97600000000006 1 479.84000000000009 2022.5000000000002 2022.5000000000002 765.43425000000013 decision_type=9 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=9 2 3 4 7 6 -6 8 -2 12 -9 -11 -1 -3 right_child=1 13 -4 -5 5 -7 -8 10 -10 11 -12 -13 -14 -15 leaf_value=-0.11416234788027677 0.00068776775368566037 -0.31134849945704146 0.38647891884758362 -0.28395335876279409 -0.11010171310614739 -0.54962861132621765 0.35828056227593197 0.17256464195251464 -0.10883910596370697 -0.18214126621804586 0.2971183200677236 -0.21612089661346087 -0.084473138555647836 -0.29465518565404986 leaf_weight=55 133522 24 21 36 134 25 21 25 207 82 24 87 63 21 leaf_count=55 133522 24 21 36 134 25 21 25 207 82 24 87 63 21 internal_value=0 0.000328265 0.00043033 0.000369827 0.000446236 -0.116503 -0.0466435 0.000603592 0.00051823 -0.152656 0.233571 -0.188481 -0.0906308 -0.303558 internal_weight=0 134060 134015 133994 133958 180 155 133778 133729 287 49 169 118 45 internal_count=134347 134060 134015 133994 133958 180 155 133778 133729 287 49 169 118 45 cat_boundaries=0 5 6 cat_threshold=1048576 1 0 16777216 131072 2323 is_linear=0 shrinkage=0.01 Tree=925 num_leaves=13 num_cat=2 split_feature=3 2 1 25 24 26 26 0 0 5 0 26 split_gain=144467 119828 73702.9 71552.6 207232 352618 65483.3 46822.2 55190.6 27960.7 4711.64 8964.67 threshold=1048.2900000000002 1048.2900000000002 1066.3056000000001 0 1 2022.5000000000002 2022.5000000000002 638.18750000000011 539.75000000000011 1066.3056000000001 1083.9006000000002 2022.5000000000002 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 -6 8 9 -5 11 -9 right_child=-2 -3 -4 7 6 -7 -8 10 -10 -11 -12 -13 leaf_value=-0.0098897336658678569 -0.68232285530336445 0.61227409705519675 -0.44007223505722848 -5.4022114535188339e-05 0.11714894789236563 1.1407039680480957 -0.29435382279189859 0.24332809579138662 -0.36254711219242647 0.32791272200070892 0.31229313081310645 0.01516739765038857 leaf_weight=57 31 32 38 133606 81 50 74 51 42 26 31 26 leaf_count=57 31 32 38 133606 81 50 74 51 42 26 31 26 internal_value=0 0.000414682 0.000268655 0.000393487 0.16242 0.482662 -0.0745037 6.40266e-05 -0.000104126 9.78846e-06 0.208196 0.166287 internal_weight=0 134114 134082 134044 262 107 155 133782 133674 133632 108 77 internal_count=134145 134114 134082 134044 262 107 155 133782 133674 133632 108 77 cat_boundaries=0 5 6 cat_threshold=0 0 4 16777216 8192 1476 is_linear=0 shrinkage=0.01 Tree=926 num_leaves=11 num_cat=0 split_feature=3 2 1 0 0 16 4 0 26 0 split_gain=141592 117443 72236.2 32502.7 54197.5 26419.2 23420.7 908.286 8416.4 9278.11 threshold=1048.2900000000002 1048.2900000000002 1066.3056000000001 638.18750000000011 539.75000000000011 785.7867500000001 1048.2900000000002 1083.9006000000002 2022.5000000000002 782.62500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 9 -5 right_child=-2 -3 -4 7 -6 -7 -8 -9 -10 -11 leaf_value=0.00048437596401495645 -0.67549966196860045 0.60615133643150332 -0.43567151609220006 0.07476750726285189 -0.35892163980574837 -0.306780560697828 -0.28373143864089045 0.21157733971732004 0.0071406235959794789 0.34371564717128361 leaf_weight=133831 31 32 38 23 42 28 29 35 27 29 leaf_count=133831 31 32 38 23 42 28 29 35 27 29 internal_value=0 0.000410535 0.000265969 0.000389552 0.000245888 0.000358557 0.000422802 0.16917 0.150382 0.224758 internal_weight=0 134114 134082 134044 133930 133888 133860 114 79 52 internal_count=134145 134114 134082 134044 133930 133888 133860 114 79 52 is_linear=0 shrinkage=0.01 Tree=927 num_leaves=13 num_cat=2 split_feature=3 2 1 25 24 26 26 0 0 18 0 26 split_gain=138774 115106 70798.7 70137.6 203197 345728 64190 45149.2 53014.8 21029 4578.44 8619.59 threshold=1048.2900000000002 1048.2900000000002 1066.3056000000001 0 1 2022.5000000000002 2022.5000000000002 638.18750000000011 539.75000000000011 678.28640000000007 1083.9006000000002 2022.5000000000002 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 -6 8 9 -5 11 -9 right_child=-2 -3 -4 7 6 -7 -8 10 -10 -11 -12 -13 leaf_value=-0.0098060355270118051 -0.66874463973506804 0.60008980035781867 -0.43131480505591946 -4.3736915275388835e-05 0.11594656814763576 1.1294897396087646 -0.29147217752160254 0.23867056584825705 -0.35533242588951475 0.31642734130223593 0.30705441690260366 0.014944319954285254 leaf_weight=57 31 32 38 133611 81 50 74 51 42 21 31 26 leaf_count=57 31 32 38 133611 81 50 74 51 42 21 31 26 internal_value=0 0.00040643 0.000263309 0.000385657 0.160802 0.477911 -0.0738016 5.94708e-05 -0.00010565 5.99588e-06 0.204439 0.163127 internal_weight=0 134114 134082 134044 262 107 155 133782 133674 133632 108 77 internal_count=134145 134114 134082 134044 262 107 155 133782 133674 133632 108 77 cat_boundaries=0 5 6 cat_threshold=0 0 4 16777216 8192 1476 is_linear=0 shrinkage=0.01 Tree=928 num_leaves=15 num_cat=2 split_feature=2 1 25 24 26 26 0 0 5 11 0 26 0 26 split_gain=115922 78940.1 56247 205361 352085 65081.5 45312.9 71966.4 27421.1 22573.7 4682.54 8448.06 11357.1 426.398 threshold=1048.2900000000002 1066.3056000000001 0 1 2022.5000000000002 2022.5000000000002 638.18750000000011 539.75000000000011 1066.3056000000001 549.10000000000002 1083.9006000000002 2022.5000000000002 782.62500000000011 2022.5000000000002 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 -5 7 8 9 -4 11 12 -8 -9 right_child=-2 -3 6 5 -6 -7 10 13 -10 -11 -12 -13 -14 -15 leaf_value=-0.026887910448271653 0.59286422960685958 -0.44973183008340689 -5.9677713596468135e-05 0.099194862900710681 1.118194864654541 -0.30841148875554403 0.071633121863655419 -0.44303001880645754 0.32462917694678672 -0.1735967897415161 0.30541950702667237 0.014794884965969965 0.37153268575668336 -0.37989604701166568 leaf_weight=58 33 39 133555 82 50 75 23 20 26 75 32 26 28 23 leaf_count=58 33 39 133555 82 50 75 23 20 26 75 32 26 28 23 internal_value=0 0.000103455 0.000234306 0.143103 0.460595 -0.0898017 -5.93291e-05 -0.000225491 -9.38952e-05 -0.000157076 0.203748 0.161495 0.236284 -0.409261 internal_weight=0 134112 134073 265 108 157 133808 133699 133656 133630 109 77 51 43 internal_count=134145 134112 134073 265 108 157 133808 133699 133656 133630 109 77 51 43 cat_boundaries=0 5 6 cat_threshold=0 0 4 16777216 8192 1476 is_linear=0 shrinkage=0.01 Tree=929 num_leaves=11 num_cat=0 split_feature=3 2 1 0 0 16 18 26 0 0 split_gain=135958 110574 67936.4 30290.8 50860.7 26343 26575.7 826.803 19093.8 1672.07 threshold=1048.2900000000002 1048.2900000000002 1066.3056000000001 638.18750000000011 539.75000000000011 785.7867500000001 678.28640000000007 2022.5000000000002 1083.9006000000002 782.62500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 9 -9 -5 right_child=-2 -3 -4 7 -6 -7 -8 8 -10 -11 leaf_value=0.0003595565505332683 -0.66192635628484908 0.58816030412912368 -0.42250433156364842 0.070916798011116361 -0.34769453775315057 -0.30634611300059728 0.36491155612468718 0.0059503642938755173 0.38562850511991059 0.1789448218596609 leaf_weight=133840 31 32 38 23 42 28 20 27 26 38 leaf_count=133840 31 32 38 23 42 28 20 27 26 38 internal_value=0 0.000399842 0.000259567 0.000379416 0.000240726 0.000349871 0.000414024 0.163316 0.192208 0.138213 internal_weight=0 134114 134082 134044 133930 133888 133860 114 53 61 internal_count=134145 134114 134082 134044 133930 133888 133860 114 53 61 is_linear=0 shrinkage=0.01 Tree=930 num_leaves=18 num_cat=5 split_feature=18 7 6 4 0 4 3 24 25 24 25 2 5 25 7 26 4 split_gain=68738 45050.3 95013.9 31959.7 55005.1 122456 92470.4 45680.1 29893.5 108544 67128.1 51894.2 30056.1 28000 24030.3 21618.4 1313.07 threshold=678.28640000000007 650.90000000000009 61.215000000000011 779.31175000000019 311.36400000000009 93.927000000000007 35.375000000000007 0 1 2 3 1048.2900000000002 336.69250000000005 4 1042.2668000000001 2022.5000000000002 1048.2900000000002 decision_type=2 2 2 2 2 2 2 1 9 1 9 2 2 9 2 2 2 left_child=1 3 14 4 8 6 7 -6 9 10 -1 12 -10 -11 -3 -5 -17 right_child=-2 2 -4 15 5 -7 -8 -9 11 13 -12 -13 -14 -15 -16 16 -18 leaf_value=0.39424016908157705 -0.52441972646713253 0.083482466697692867 -0.83289179134368896 -0.026825205516815186 0.12270788057097073 -0.6989828005704013 -0.57065822245496689 -0.10425933379273226 -0.00029712265822651564 -0.13086777336226252 0.068687760555382935 0.40910570821454451 0.1079508116534016 0.024041686531355872 -0.33311350364238024 0.27832627818697975 0.38464193577949812 leaf_weight=119 25 45 20 25 135 33 33 219 132789 157 155 31 257 382 20 21 26 leaf_count=119 25 45 20 25 135 33 33 219 132789 157 155 31 257 382 20 21 26 internal_value=0 -1.2185e-05 -0.230158 0.000133388 2.0475e-05 -0.11424 -0.0643785 -0.0171829 0.0003789 0.0604616 0.218981 7.29609e-06 -8.80242e-05 -0.0226422 -0.0447009 0.210763 0.337139 internal_weight=0 134467 85 134382 134310 420 387 354 133890 813 274 133077 133046 539 65 72 47 internal_count=134492 134467 85 134382 134310 420 387 354 133890 813 274 133077 133046 539 65 72 47 cat_boundaries=0 1 6 7 12 17 cat_threshold=2626 1048576 67371010 0 16842880 12800 1316 0 67108866 0 16777216 8192 0 67108866 0 0 8192 is_linear=0 shrinkage=0.01 Tree=931 num_leaves=15 num_cat=1 split_feature=18 7 4 4 5 7 5 1 7 17 25 26 14 4 split_gain=67370.2 44154 93617.6 31323.6 36457 30827 26827.8 289149 135699 37454.4 33029.1 21188.2 20584.9 1286.94 threshold=678.28640000000007 650.90000000000009 5.6142500000000011 779.31175000000019 1066.3056000000001 1042.2668000000001 336.69250000000005 126.32950000000001 24.177000000000003 230.55000000000004 0 2022.5000000000002 148.24250000000004 1048.2900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 3 5 4 6 -3 9 8 -8 10 -1 -5 -11 -13 right_child=-2 2 -4 11 -6 -7 7 -9 -10 12 -12 13 -14 -15 leaf_value=0.06223396587245824 -0.51917552709579473 0.11200369335884272 -0.82614510273933406 -0.026556949329376224 -0.35450242058984166 -0.34822807906026193 -0.074393226041641405 1.1984350031072444 0.74948464306918061 -0.17842213947370827 -0.00030094166669709607 0.27554301579793294 0.16117329549789428 0.38079551174090465 leaf_weight=840 25 43 20 25 29 22 219 22 22 166 132992 21 20 26 leaf_count=840 25 43 20 25 29 22 219 22 22 166 132992 21 20 26 internal_value=0 -1.17846e-05 -0.227856 0.000132333 2.05492e-05 -0.0437671 9.71138e-05 0.100997 0.000815542 -0.000100894 9.6188e-05 0.208655 -0.141907 0.333768 internal_weight=0 134467 85 134382 134310 65 134281 263 241 134018 133832 72 186 47 internal_count=134492 134467 85 134382 134310 65 134281 263 241 134018 133832 72 186 47 cat_boundaries=0 5 cat_threshold=1048576 67371010 0 16842880 134230592 is_linear=0 shrinkage=0.01 Tree=932 num_leaves=33 num_cat=8 split_feature=18 0 6 4 5 8 24 4 6 25 24 25 24 25 1 3 1 8 1 9 6 25 6 0 3 26 26 1 4 3 1 24 split_gain=66029.6 30911.6 155297 96459.8 140884 64433.6 73028.1 52132.1 26426.2 22269.7 67382.8 63173.8 42810.7 33997.7 27786.9 110452 42871.8 25149 30617.5 20227.6 166914 147309 26852.4 24190.7 23519.8 18908.6 16411.3 14349 10656 10342.7 5257.28 2768.28 threshold=678.28640000000007 243.58000000000001 54.960000000000008 78.331000000000003 166.14750000000004 10.957000000000003 0 55.571249999999999 225.07500000000002 1 2 3 4 5 438.37500000000006 139.99850000000004 1066.3056000000001 32.223760000000006 18.725000000000005 38.267500000000005 367.00000000000006 6 401.66700000000003 213.3887 15.582750000000003 2022.5000000000002 2022.5000000000002 789.60480000000007 200.46000000000004 22.059000000000005 110.64500000000001 7 decision_type=2 2 2 2 2 2 1 2 2 9 1 9 1 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 1 left_child=1 9 3 4 5 6 -3 8 -4 10 11 26 25 17 19 16 27 18 -12 22 21 -21 23 -11 -24 -13 -1 -16 -5 30 -15 -14 right_child=-2 2 7 28 -6 -7 -8 -9 -10 14 13 12 31 29 15 -17 -18 -19 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 -32 -33 leaf_value=0.19019147409333123 -0.51398377599716183 0.14739353350230627 -0.56404360827945521 0.29353547459840779 -0.85523466831161876 0.43840039468017117 -0.12454806279282124 -0.90311300834019981 -0.056136413574218745 -0.00079078440530690587 0.041208691500613223 0.25476977286338803 -0.011127050486477939 -0.054681317489391319 0.019876457383809994 0.82282497596740722 0.39825100617749348 0.38748476314544678 -0.30881112850629366 0.34947447875514626 0.8781384322954261 -0.0012327728765899628 -0.083343002125077018 0.14893389478877739 -0.44274051688966298 0.056121005079020625 0.3786322061576341 -0.22778854091362707 0.61997117042541505 -0.29400488650798801 -0.21292833190072669 -0.088339867212076109 leaf_weight=90 25 130 21 20 21 29 332 24 20 129604 644 100 100 459 121 20 28 20 26 118 23 1870 137 108 21 92 95 29 20 20 22 103 leaf_count=90 25 130 21 20 21 29 332 24 20 129604 644 100 100 459 121 20 28 20 26 118 23 1870 137 108 21 92 95 29 20 20 22 103 internal_value=0 -1.16206e-05 -0.0706303 -0.0161894 -0.053138 -0.0188324 -0.0475332 -0.532959 -0.316284 0.000313906 0.035439 0.122917 0.0479845 -0.00783034 -0.000159744 0.118216 0.0390461 0.0375129 0.0276258 -0.00033748 0.0311349 0.0213356 -0.000824821 -0.000666122 -0.131111 0.151684 0.272243 -0.0280054 0.456753 -0.0697911 -0.0619192 -0.0526121 internal_weight=0 134467 617 552 512 491 462 65 41 133850 1771 580 395 1191 132079 198 178 690 670 131881 2011 1988 129870 129712 158 192 185 150 40 501 481 203 internal_count=134492 134467 617 552 512 491 462 65 41 133850 1771 580 395 1191 132079 198 178 690 670 131881 2011 1988 129870 129712 158 192 185 150 40 501 481 203 cat_boundaries=0 1 7 8 13 14 20 24 25 cat_threshold=2114 1048576 67371010 0 293666944 134230594 2105376 2340 0 262146 0 25165824 8192 2080 1048576 0 0 268501120 4674 2097152 33554432 536870944 0 2151677952 256 is_linear=0 shrinkage=0.01 Tree=933 num_leaves=12 num_cat=1 split_feature=23 18 7 6 4 5 5 24 2 7 4 split_gain=66031.7 64739.4 43248 92152.4 30554.8 35723.7 26354.3 315603 25099.1 23255.9 3742.07 threshold=219.08740500000002 678.28640000000007 650.90000000000009 61.215000000000011 779.31175000000019 1066.3056000000001 336.69250000000005 0 783.48000000000013 1042.2668000000001 1048.2900000000002 decision_type=2 2 2 2 2 2 2 1 2 2 2 left_child=1 2 4 9 5 6 8 -8 -1 -4 -6 right_child=-2 -3 3 -5 10 -7 7 -9 -10 -11 -12 leaf_value=-0.00010555949400649023 -0.52458949327468873 -0.5088439345359802 0.083331400871276856 -0.81900099658966075 0.13204916514669146 -0.35082519210618118 0.47787491885487171 -0.19844319778616015 0.18796249644857058 -0.32649699610471727 0.27628967547738875 leaf_weight=133923 24 25 45 20 35 29 112 151 71 20 37 leaf_count=133923 24 25 45 20 35 29 112 151 71 20 37 internal_value=0 -1.22762e-05 8.23423e-05 -0.225412 0.000224999 0.000114576 0.00019038 0.100195 -5.90703e-06 -0.0427696 0.206173 internal_weight=0 134468 134443 85 134358 134286 134257 263 133994 65 72 internal_count=134492 134468 134443 85 134358 134286 134257 263 133994 65 72 cat_boundaries=0 1 cat_threshold=589 is_linear=0 shrinkage=0.01 Tree=934 num_leaves=20 num_cat=1 split_feature=23 18 0 6 4 5 8 4 6 25 3 3 6 17 1 9 9 0 4 split_gain=64717.7 63451.2 30342.6 151883 94435.7 137973 63154.5 51012.9 25911.5 22278.3 107437 48354 151612 177546 83826 46837 69185 30543.6 10426.2 threshold=219.08740500000002 678.28640000000007 243.58000000000001 54.960000000000008 78.331000000000003 166.14750000000004 10.957000000000003 55.571249999999999 225.07500000000002 0 782.62500000000011 145.10250000000005 296.0025 8.0855000000000015 1066.3056000000001 454.75000000000006 78.765000000000015 233.17050000000003 200.46000000000004 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 9 4 5 6 -4 8 -5 10 15 14 13 -13 17 16 -1 -11 -6 right_child=-2 -3 3 7 18 -7 -8 -9 -10 11 -12 12 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.014370518812357408 -0.51934359471003211 -0.50375549631118777 -0.047068778228466258 -0.55810172665686841 0.29046135139465334 -0.84636994923154518 0.43401745052173218 -0.89326266606648763 -0.055164558410644535 -0.0014699261942388096 -0.69985342184702559 0.014463956116530579 0.76145753106763281 0.69802545821666717 0.63046831199101039 -0.36581865735352043 0.24656606406202686 0.29398270293644496 0.61335806369781498 leaf_weight=9947 24 25 462 21 20 21 29 24 20 122810 21 759 31 40 21 32 130 35 20 leaf_count=9947 24 25 462 21 20 21 29 24 20 122810 21 759 31 40 21 32 130 35 20 internal_value=0 -1.19457e-05 8.17267e-05 -0.0698839 -0.0160447 -0.0526036 -0.0186543 -0.527104 -0.312767 0.000404301 0.0146542 -0.000763811 0.0753064 0.0486848 -0.00127775 0.016153 0.017366 -0.00138575 0.45191 internal_weight=0 134468 134443 617 552 512 491 65 41 133826 10130 123696 830 799 122866 10109 10077 122845 40 internal_count=134492 134468 134443 617 552 512 491 65 41 133826 10130 123696 830 799 122866 10109 10077 122845 40 cat_boundaries=0 6 cat_threshold=34865152 604241923 33822976 2441416832 134230594 538976416 is_linear=0 shrinkage=0.01 Tree=935 num_leaves=17 num_cat=4 split_feature=9 25 3 7 0 12 2 7 25 0 26 9 25 25 26 26 split_gain=114115 66839.4 90001.5 40855.1 112265 111709 57091.5 47995.1 44588.1 44656.2 23002.4 6133.6 5164.01 4753.35 2138.93 77.7188 threshold=797.90800000000002 0 1048.2900000000002 276.13500000000005 166.14750000000004 48.966000000000008 783.48000000000013 549.10000000000002 1 1083.9006000000002 2022.5000000000002 1037.4750000000001 2 3 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 9 2 2 2 9 9 2 2 left_child=1 12 3 6 5 7 8 -5 13 -10 -8 -2 15 -3 -14 -1 right_child=11 2 -4 4 -6 -7 10 -9 9 -11 -12 -13 14 -15 -16 -17 leaf_value=-0.05823653280735016 -0.3681253388772408 0.16561450580008946 0.5152301889307358 -0.030390545798277636 -0.6704551738034934 0.51142381034791473 0.067835575958778122 -0.30820859471956891 0.00040616078273314596 0.37999283759824692 0.43401335171290806 -0.59193576536178594 -0.11492966058379725 0.075419128098840382 -0.16283130568884763 -0.042567154804865517 leaf_weight=67 24 123 34 218 32 32 29 87 132679 31 42 25 190 247 183 60 leaf_count=67 24 123 34 218 32 32 29 87 132679 31 42 25 190 247 183 60 internal_value=0 0.000359355 0.0007956 0.000664662 -0.104413 -0.0506639 0.000955862 -0.109637 0.000804615 0.000494792 0.284448 -0.482314 -0.113903 0.108972 -0.134817 -0.0471232 internal_weight=0 134054 133554 133520 369 337 133151 305 133080 132710 71 49 500 370 373 127 internal_count=134103 134054 133554 133520 369 337 133151 305 133080 132710 71 49 500 370 373 127 cat_boundaries=0 5 10 12 15 cat_threshold=2147483648 67108864 0 16842752 33562624 0 262146 4 134250496 131072 0 67108864 0 2 4 is_linear=0 shrinkage=0.01 Tree=936 num_leaves=16 num_cat=0 split_feature=9 3 2 1 6 11 3 13 11 9 16 18 5 26 9 split_gain=111845 59064.6 31610.9 44025.9 60690.2 105098 53968.4 28956.9 73775.2 33749.9 23314.2 34515.8 22684.5 21989.3 6011.55 threshold=797.90800000000002 1048.2900000000002 783.48000000000013 317.92500000000007 186.65435000000002 8.3822000000000028 127.48600000000002 152.09975000000003 148.01500000000001 91.825000000000003 785.7867500000001 678.28640000000007 8.7187500000000018 2022.5000000000002 1037.4750000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 5 6 -5 10 9 -9 11 -1 -10 -4 -2 right_child=14 -3 13 4 -6 -7 -8 8 12 -11 -12 -13 -14 -15 -16 leaf_value=0.00071844404234535926 -0.36444408568243186 0.40535519546932647 0.0076719818693218814 -0.088754884056892566 -0.56383283827039932 0.50493312128658951 -0.60148325914686374 -0.059980039852207873 -0.26110542783737184 0.29269074370121134 -0.29309897045363431 0.40616490818205336 -0.7129469087123872 0.3491540623794902 -0.58601641654968262 leaf_weight=133012 24 36 33 307 27 29 22 422 25 29 27 21 20 44 25 leaf_count=133012 24 36 33 307 27 29 22 422 25 29 27 21 20 44 25 internal_value=0 0.000355941 0.00024715 0.000130703 -0.106651 -0.0721713 -0.123041 0.000438523 -0.0758269 -0.0373028 0.000722813 0.000782446 -0.461924 0.202805 -0.477491 internal_weight=0 134054 134018 133941 385 358 329 133556 496 451 133060 133033 45 77 49 internal_count=134103 134054 134018 133941 385 358 329 133556 496 451 133060 133033 45 77 49 is_linear=0 shrinkage=0.01 Tree=937 num_leaves=17 num_cat=0 split_feature=9 3 7 11 12 7 2 1 1 3 8 16 7 9 7 9 split_gain=109619 57889.3 42781.2 50267.2 218915 50437 47865.8 45001.7 22848.4 64230.1 89709 22841.9 21002.9 20939.5 16454 5891.92 threshold=797.90800000000002 1048.2900000000002 276.13500000000005 9.2338530000000016 51.771250000000009 549.10000000000002 1048.2900000000002 102.46769250000001 317.92500000000007 212.70000000000005 27.234500000000004 785.7867500000001 246.64950000000002 9.3037500000000026 783.48000000000013 1037.4750000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 4 5 7 8 -4 11 10 -10 12 -1 -5 -7 -2 right_child=15 -3 3 13 -6 14 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.00063672084739554405 -0.36079963743686677 0.40130171669854059 0.0053287920308491546 -0.2363255924731493 0.92729511124747133 -0.45679505169391632 0.3651323858896891 -0.49348866462707519 -0.093537302206873715 -0.61533742583933337 0.49688593830381123 -0.29016798431122742 0.18623525074270905 -0.64879819604754452 -0.19075357577902208 -0.5801562242507935 leaf_weight=133152 24 36 189 32 21 46 36 20 318 21 28 27 61 20 47 25 leaf_count=133152 24 36 189 32 21 46 36 20 318 21 28 27 61 20 47 25 internal_value=0 0.000352381 0.000244678 -0.106415 -0.0599611 -0.128611 0.000543965 -0.0424049 0.000445728 -0.0783492 -0.0457574 0.000662762 0.000721709 -0.394969 -0.322344 -0.472716 internal_weight=0 134054 134018 375 323 302 133643 209 133607 367 346 133240 133213 52 93 49 internal_count=134103 134054 134018 375 323 302 133643 209 133607 367 346 133240 133213 52 93 49 is_linear=0 shrinkage=0.01 Tree=938 num_leaves=23 num_cat=7 split_feature=9 25 3 7 2 4 2 25 24 7 17 2 24 25 26 24 24 9 26 26 26 26 split_gain=107438 65491.2 85440.6 39065.4 54364.7 49085.5 122188 43826.5 107682 42001.8 27457.2 25108.5 25101.7 31183.2 22012.1 9808.89 9678.28 5774.67 5130.71 575.458 15.1936 0.436994 threshold=797.90800000000002 0 1048.2900000000002 276.13500000000005 783.48000000000013 20.725000000000005 25.567150000000002 1 2 549.10000000000002 383.35000000000008 60.492500000000007 3 4 2022.5000000000002 5 6 1037.4750000000001 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 9 1 2 2 2 1 9 2 1 1 2 2 2 2 2 left_child=1 12 3 4 7 6 15 8 -3 11 -9 -7 21 18 -6 -5 19 -2 -14 -15 -18 -1 right_child=17 2 -4 5 14 9 -8 10 -10 -11 -12 -13 13 16 -16 -17 20 -19 -20 -21 -22 -23 leaf_value=0.015727156306069995 -0.35719166363279026 0.34695930593595736 0.50201126435223753 -0.022046410220450369 0.065678596167728823 0.0036960677667097616 0.59873605621081816 0.00037497355698322117 -0.011453998882054377 -0.67213170338111627 0.19176528097788492 -0.43244184304367417 -0.26067438104696444 -0.14360871077049525 0.42388749871935161 -0.15424767175834336 -0.033243918549524597 -0.5743546686172486 -0.40021683264751823 -0.18653339116299741 -0.026835235484441122 0.016930101904375799 leaf_weight=63 24 117 34 106 29 33 27 132635 253 24 75 22 57 64 42 157 73 25 49 61 75 58 leaf_count=63 24 117 34 106 29 33 27 132635 253 24 75 22 57 64 42 157 73 25 49 61 75 58 internal_value=0 0.000348858 0.000780682 0.000653105 0.000937856 -0.102097 -0.0418996 0.000790265 0.10803 -0.323075 0.0004831 -0.170759 -0.112755 -0.1529 0.277577 -0.107668 -0.0883708 -0.467989 -0.297147 -0.152367 -0.0280978 0.0150592 internal_weight=0 134054 133554 133520 133151 369 290 133080 370 79 132710 55 500 379 71 263 273 49 106 125 148 121 internal_count=134103 134054 133554 133520 133151 369 290 133080 370 79 132710 55 500 379 71 263 273 49 106 125 148 121 cat_boundaries=0 5 10 11 12 17 18 19 cat_threshold=2147483648 67108864 0 16842752 33562624 0 262146 4 134250496 131072 1604 1540 2147483648 0 0 0 8192 1356 424 is_linear=0 shrinkage=0.01 Tree=939 num_leaves=22 num_cat=6 split_feature=9 25 3 7 2 11 12 7 25 24 17 24 25 26 9 24 9 26 26 26 26 split_gain=105300 64188 83740.4 38324.1 53282.7 50240 212731 48910.1 43025.7 105704 26910.8 24602.2 30562.6 21574.1 20470.3 9485.68 5659.75 5028.61 564.007 14.8912 0.428282 threshold=797.90800000000002 0 1048.2900000000002 276.13500000000005 783.48000000000013 9.2338530000000016 51.771250000000009 549.10000000000002 1 2 383.35000000000008 3 4 2022.5000000000002 9.3037500000000026 5 1037.4750000000001 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 9 1 2 1 9 2 2 1 2 2 2 2 2 left_child=1 11 3 4 8 6 7 -5 9 -3 -10 20 17 -6 -7 18 -2 -13 -14 -17 -1 right_child=16 2 -4 5 13 14 -8 -9 10 -11 -12 12 15 -15 -16 19 -18 -19 -20 -21 -22 leaf_value=0.015569900255354624 -0.35361973047256473 0.34376290862015851 0.49699121026431814 -0.037899706216113084 0.065021809873909792 -0.23236559771001339 0.91870673315865659 -0.31734068307611679 0.00037122382302244935 -0.011343812566293058 0.18984763399759927 -0.25806763862308701 -0.14217262691003271 0.4196486239206223 -0.64019078400731089 -0.032911472189916323 -0.56861113128662111 -0.39621466422567564 -0.18466805696487426 -0.026566885042190555 0.016760795280851167 leaf_weight=63 24 117 34 206 29 32 21 90 132635 253 75 57 64 42 20 73 25 49 61 75 58 leaf_count=63 24 117 34 206 29 32 21 90 132635 253 75 57 64 42 20 73 25 49 61 75 58 internal_value=0 0.000345488 0.000772994 0.000646693 0.000928729 -0.101124 -0.0538649 -0.122865 0.000782614 0.107038 0.000478269 -0.111628 -0.151371 0.274801 -0.389221 -0.0874871 -0.463309 -0.294176 -0.150843 -0.0278168 0.0149086 internal_weight=0 134054 133554 133520 133151 369 317 296 133080 370 132710 500 379 71 52 273 49 106 125 148 121 internal_count=134103 134054 133554 133520 133151 369 317 296 133080 370 132710 500 379 71 52 273 49 106 125 148 121 cat_boundaries=0 5 10 11 12 17 18 cat_threshold=2147483648 67108864 0 16842752 33562624 0 262146 4 134250496 131072 1604 1540 2147483648 0 0 0 8192 424 is_linear=0 shrinkage=0.01 Tree=940 num_leaves=16 num_cat=2 split_feature=2 25 26 6 6 13 0 16 0 7 4 0 25 18 0 split_gain=65531.2 35640.5 36436.8 31162.5 40717 30361.8 91171.4 42878.4 48220.9 41342.6 29987.6 218054 125117 44003.9 42313.2 threshold=1048.2900000000002 0 2022.5000000000002 783.48000000000013 1043.5418000000002 152.09975000000003 155.86500000000004 169.89600000000004 6.9775000000000009 43.669000000000011 72.686250000000015 430.17000000000002 1 578.38750000000016 782.62500000000011 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 -1 5 -5 10 7 8 -7 -8 13 12 -12 14 -3 right_child=-2 3 -4 4 -6 6 9 -9 -10 -11 11 -13 -14 -15 -16 leaf_value=0.0043934503761497703 -0.40449715876579284 0.00035771904410704749 -0.3025634418004825 0.47903789804827784 -0.057570841862605172 -0.091984024345120305 -0.2193744058836074 0.41577115941047665 0.26441407073111761 -0.8546556330919266 0.1708454167164182 0.91743285860334123 -0.023602029209532124 -0.4280041698614756 -0.24734280465305716 leaf_weight=74 40 131913 81 31 26 395 21 20 42 20 439 28 1254 24 69 leaf_count=74 40 131913 81 31 26 395 21 20 42 20 439 28 1254 24 69 internal_value=0 0.000319642 -0.146561 0.000500062 0.234269 0.000400826 -0.0775358 -0.0370085 -0.0577307 -0.529268 0.000691063 0.0421643 0.0276885 0.000150365 0.000228222 internal_weight=0 134437 155 134282 57 134225 498 457 437 41 133727 1721 1693 132006 131982 internal_count=134477 134437 155 134282 57 134225 498 457 437 41 133727 1721 1693 132006 131982 cat_boundaries=0 5 10 cat_threshold=0 0 4 0 8192 541066752 1048608 671093824 2147483648 16777216 is_linear=0 shrinkage=0.01 Tree=941 num_leaves=19 num_cat=0 split_feature=2 10 13 0 0 7 15 17 17 7 6 2 3 3 6 4 10 17 split_gain=64227.1 31916.4 28467 89989.7 43508.2 40519.9 38547.4 30892.2 32231.9 27178.4 113497 24669.1 329975 80628.7 24266.1 11588.9 11428.8 2805.07 threshold=1048.2900000000002 638.18750000000011 152.09975000000003 155.86500000000004 6.9775000000000009 43.669000000000011 148.24250000000004 383.35000000000008 765.43425000000013 650.90000000000009 27.286500000000004 161.35500000000005 400.30000000000007 1048.2900000000002 77.886150000000001 3.2160235000000004 747.99000000000012 479.84000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 6 -5 14 9 17 11 -11 13 -13 -1 -4 -6 -3 -9 right_child=-2 16 3 5 15 -7 -8 8 -10 10 -12 12 -14 -15 -16 -17 -18 -19 leaf_value=3.8995316249967113e-05 -0.4004522001743317 0.41334419098767372 -0.070584970293642718 -0.21718066218353455 0.43993568579355874 -0.84610907411575309 0.29994386509612758 0.21950179958343505 -0.14874397516250612 -0.043894058270887895 0.83578857612609869 0.021144520884063704 1.2353852997655455 -0.54648239983452696 -0.39879318768779437 0.10358820748329162 0.12552930007109769 0.36516517565800594 leaf_weight=132843 40 22 367 21 21 20 27 20 20 55 20 831 23 27 24 20 37 39 leaf_count=132843 40 22 367 21 21 20 27 20 20 55 20 831 23 27 24 20 37 39 internal_value=0 0.000316555 0.000214459 -0.0750996 -0.035004 -0.523975 -0.0654958 0.000495738 0.198185 0.000379015 0.190688 0.000272279 0.0538466 -7.20612e-05 -0.0907307 0.275864 0.23285 0.315788 internal_weight=0 134437 134378 500 459 41 418 133878 79 133799 75 133724 854 132870 391 41 59 59 internal_count=134477 134437 134378 500 459 41 418 133878 79 133799 75 133724 854 132870 391 41 59 59 is_linear=0 shrinkage=0.01 Tree=942 num_leaves=24 num_cat=5 split_feature=25 26 4 0 25 3 24 0 16 4 25 13 5 3 0 7 7 1 0 25 8 7 26 split_gain=45278.8 37221.7 33487.3 174707 106914 98784.7 88215.3 69330.8 100597 68887.3 60696 59048.8 83141.7 49696.6 48494.1 52439.6 50312.5 34995.5 32571.7 26022.9 20950.9 4936.79 2138.4 threshold=0 2022.5000000000002 64.756750000000025 539.75000000000011 1 1048.2900000000002 2 91.825000000000003 221.38740500000003 232.66575000000003 3 31.557500000000005 125.2 6.4005000000000001 782.62500000000011 650.90000000000009 783.48000000000013 1066.3056000000001 121.97500000000001 4 83.643797000000021 1042.2668000000001 2022.5000000000002 decision_type=9 2 2 2 9 2 1 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 -1 5 4 6 14 9 8 10 13 -6 12 -9 -4 15 17 -17 19 20 -2 -8 -18 -16 right_child=2 -3 3 -5 7 -7 18 11 -10 -11 -12 -13 -14 -15 22 16 21 -19 -20 -21 -22 -23 -24 leaf_value=-0.013766939357707375 -0.014639275976029847 -0.32006972117596361 0.16394854664802552 0.92762592359022666 0.100075275963129 0.59370384352547778 0.031998904964360808 -0.27997270664611423 0.69876429069609869 0.96571594632053304 -0.042886181193481518 -0.68129678537448246 0.42987887882051012 0.6973060598373414 -0.31428210629357234 0.67207979202270507 0.18307922522226971 0.33561952743559109 0.46284435181390671 0.00097451551070413492 0.36738761115074153 -0.029650385379791259 -0.20528662641843159 leaf_weight=76 11702 83 58 22 420 28 271 77 21 21 950 24 21 25 36 22 24 31 21 120468 20 20 36 leaf_count=76 11702 83 58 22 420 28 271 77 21 21 950 24 21 25 36 22 24 31 21 120468 20 20 36 internal_value=0 -0.163385 0.000401148 0.0415288 0.031423 -0.000205017 0.17127 -0.00810629 0.0118876 0.414225 0.00135886 -0.236734 -0.127862 0.324598 -0.000330675 -0.00018944 0.281616 -0.000330128 0.0799354 -0.000408924 0.0550497 0.0863839 -0.259784 internal_weight=0 159 134318 1951 1929 132367 416 1513 1391 104 1370 122 98 83 132339 132267 66 132201 312 132170 291 44 72 internal_count=134477 159 134318 1951 1929 132367 416 1513 1391 104 1370 122 98 83 132339 132267 66 132201 312 132170 291 44 72 cat_boundaries=0 5 10 11 17 23 cat_threshold=0 0 4 0 8192 536871936 1050656 675288128 2147483648 16777216 1089 32768 0 16384 0 0 536870912 1208125506 541671424 285214784 1076363264 310904976 1550 is_linear=0 shrinkage=0.01 Tree=943 num_leaves=16 num_cat=6 split_feature=2 25 26 10 24 0 25 25 0 3 25 3 25 2 10 split_gain=62919.7 34124.5 34972.4 33897.7 27514.2 128182 64594.3 52415.1 47783.1 335060 139154 96039.7 74883.3 33573.2 9845.75 threshold=1048.2900000000002 0 2022.5000000000002 638.18750000000011 1 539.75000000000011 2 3 8.0285000000000029 544.35000000000002 4 1048.2900000000002 5 155.87100000000004 747.99000000000012 decision_type=2 9 2 2 1 2 9 9 2 2 9 2 9 2 2 left_child=1 2 -1 4 5 6 13 -8 11 10 -10 12 -6 -3 -5 right_child=-2 3 -4 14 8 -7 7 -9 9 -11 -12 -13 -14 -15 -16 leaf_value=0.0044898869218053042 -0.39635728311538698 0.058858987831332713 -0.29623557808958451 0.40885576573285193 0.027889583061515122 -0.69838140575974084 -0.063186874981955743 -0.007889781982720773 0.092068310084953447 1.1613597956987527 -0.0068108570355356534 -0.60693596032949593 -0.0017269399561286058 0.47239198994636539 0.1403363193737136 leaf_weight=74 40 1068 81 22 9361 27 1873 19242 2055 26 4582 26 95944 20 36 leaf_count=74 40 1068 81 22 9361 27 1873 19242 2055 26 4582 26 95944 20 36 internal_value=0 0.000311441 -0.143411 0.000487982 0.000383576 -0.00977617 -0.00894319 -0.0128225 0.00240087 0.0283717 0.0239333 0.00075824 0.000908281 0.0658554 0.242189 internal_weight=0 134437 155 134282 134224 22230 22203 21115 111994 6663 6637 105331 105305 1088 58 internal_count=134477 134437 155 134282 134224 22230 22203 21115 111994 6663 6637 105331 105305 1088 58 cat_boundaries=0 5 6 12 17 23 29 cat_threshold=0 0 4 0 8192 2176 2181038464 1024 8209 444596224 32769 1 4210688 1179921 1107312896 22577280 33558530 645955584 1184256 134217728 32 16777219 268437504 2152726528 69339395 33837312 693141632 134353474 2113552 is_linear=0 shrinkage=0.01 Tree=944 num_leaves=16 num_cat=5 split_feature=2 25 26 10 24 0 25 25 0 3 25 3 1 2 10 split_gain=61667.6 33445.4 34276.4 33223.2 26968.5 125631 63309.4 50510.7 46836.5 328391 136398 94128.5 87024.6 32905.1 9649.82 threshold=1048.2900000000002 0 2022.5000000000002 638.18750000000011 1 539.75000000000011 2 3 8.0285000000000029 544.35000000000002 4 1048.2900000000002 1066.3056000000001 155.87100000000004 747.99000000000012 decision_type=2 9 2 2 1 2 9 9 2 2 9 2 2 2 2 left_child=1 2 -1 4 5 6 13 -8 11 10 -10 12 -6 -3 -5 right_child=-2 3 -4 14 8 -7 7 -9 9 -11 -12 -13 -14 -15 -16 leaf_value=0.0044449961829829861 -0.39239371275901797 0.058270397209161232 -0.29327321235044507 0.40476721676913174 0.00077083440487959694 -0.69139758798811168 -0.053753195731384422 -0.0068650019832314181 0.091152085585506151 1.149746185380679 -0.0067428967749411138 -0.60086661485525272 0.64457642769529711 0.46766807723045345 0.13893293759889072 leaf_weight=74 40 1068 81 22 105284 27 2615 18500 2055 26 4582 26 21 20 36 leaf_count=74 40 1068 81 22 105284 27 2615 18500 2055 26 4582 26 21 20 36 internal_value=0 0.000308357 -0.141977 0.000483132 0.00037977 -0.00967873 -0.00885408 -0.0126946 0.00237696 0.0280893 0.0236953 0.000750682 0.000899223 0.0651969 0.239767 internal_weight=0 134437 155 134282 134224 22230 22203 21115 111994 6663 6637 105331 105305 1088 58 internal_count=134477 134437 155 134282 134224 22230 22203 21115 111994 6663 6637 105331 105305 1088 58 cat_boundaries=0 5 6 12 17 23 cat_threshold=0 0 4 0 8192 2176 2181038464 1024 8209 444596224 32769 1 4243456 1179921 1107312896 22577280 33558530 645955584 1184256 134217728 32 16777219 268437504 is_linear=0 shrinkage=0.01 Tree=945 num_leaves=20 num_cat=5 split_feature=4 25 25 24 26 25 26 24 7 0 3 26 9 0 13 9 26 26 26 split_gain=59904.6 46911.3 43048.4 155813 199864 104891 70695.6 40965 36376.6 102427 82570.6 104917 57540.7 53440.1 34237.2 33431.9 15061.1 570.286 42.1949 threshold=1048.2900000000002 0 1 2 2022.5000000000002 3 2022.5000000000002 4 276.13500000000005 224.14500000000001 782.62500000000011 2022.5000000000002 164.68524000000002 14.594500000000002 779.68675000000019 168.64500000000001 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 9 1 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 4 -3 6 -5 18 10 12 14 -12 13 -10 15 -4 -7 -9 -1 right_child=-2 2 8 5 -6 16 -8 17 9 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.28739015939100732 -0.39181626908290079 0.047381943090638118 0.00045629959616000587 0.41523488271804082 0.85682813733816143 -0.13532863742964607 -0.054847879116351791 -0.0010882895115094308 -0.057219542290751386 -0.74788728537766835 -0.17343446741501492 0.65539209842681889 -0.46540756760105012 0.40310293521199908 0.35626817376525316 -0.078242084631400796 -0.34588910011631074 -0.039206755372542368 -0.29968365222468213 leaf_weight=53 39 67 132720 63 56 70 65 78 254 23 24 42 31 28 27 542 66 79 59 leaf_count=53 39 67 132720 63 56 70 65 78 254 23 24 42 31 28 27 542 66 79 59 internal_value=0 0.000160889 0.00043039 0.104408 0.384639 -0.035427 0.16373 -0.129374 0.000121616 -0.103797 0.000383459 0.354001 -0.0564681 -0.0115138 0.00020836 0.000136219 -0.221244 -0.0190552 -0.269779 internal_weight=0 134347 134078 387 123 264 128 269 133691 336 133355 66 313 282 133289 133262 136 157 112 internal_count=134386 134347 134078 387 123 264 128 269 133691 336 133355 66 313 282 133289 133262 136 157 112 cat_boundaries=0 6 11 12 15 16 cat_threshold=0 2 0 134283264 64 8192 2147483648 262144 4 16777216 139264 1412 2147483648 262144 4 1126 is_linear=0 shrinkage=0.01 Tree=946 num_leaves=19 num_cat=4 split_feature=4 2 25 24 26 25 26 6 2 6 25 7 0 7 26 6 26 26 split_gain=58712.5 95250.9 47120 146454 195886 96492 69288.8 58765.4 140115 112389 57880.4 38533.7 79116.4 33415.4 14205.9 13483.1 2310.35 1.07156 threshold=1048.2900000000002 1048.2900000000002 0 1 2022.5000000000002 2 2022.5000000000002 545.08500000000015 3.4128765000000008 783.48000000000013 3 276.13500000000005 166.14750000000004 260.88220000000007 2022.5000000000002 1043.5418000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 1 2 9 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 6 -5 10 9 16 17 13 -13 -12 -7 -11 -9 -4 right_child=-2 -3 7 5 -6 14 -8 8 -10 15 11 12 -14 -15 -16 -17 -18 -19 leaf_value=0.046908127941302398 -0.38789810710992567 -0.48176223592060369 -0.23530940096257097 0.41108253335195877 0.8482598034398896 -0.12504598441331283 -0.054299406711871806 -0.18209572403132918 0.98726239228248602 0.59129111846288052 0.00018201871561457494 -0.063580063456803365 -0.64866196975708013 0.32336668020114301 -0.33189114086329935 0.23972957378625873 -0.32180417761720465 -0.23725890542070072 leaf_weight=67 39 41 59 63 56 69 65 20 20 24 133333 306 25 32 64 20 29 54 leaf_count=67 39 41 59 63 56 69 65 20 20 24 133333 306 25 32 64 20 29 54 internal_value=0 0.00015928 0.000306398 0.109505 0.380792 -0.027677 0.162092 -1.48871e-05 0.227934 0.0646381 -0.000207389 -7.89204e-06 -0.107771 0.000259565 -0.208876 0.43149 -0.26478 -0.217034 internal_weight=0 134347 134306 384 123 261 128 133922 113 93 133809 133696 331 133365 133 44 49 113 internal_count=134386 134347 134306 384 123 261 128 133922 113 93 133809 133696 331 133365 133 44 49 113 cat_boundaries=0 5 6 9 15 cat_threshold=2147483648 262144 4 16777216 139264 1412 2147483648 262144 4 0 2 0 65536 64 8192 is_linear=0 shrinkage=0.01 Tree=947 num_leaves=14 num_cat=3 split_feature=4 2 25 24 26 6 25 9 3 3 6 26 26 split_gain=57544.1 93355.4 46304.3 185307 163560 56544 56784.4 39110.8 658202 154077 32584 23941 1.05024 threshold=1048.2900000000002 1048.2900000000002 0 1 2022.5000000000002 783.48000000000013 2 370.88500000000005 232.66575000000003 1048.2900000000002 1043.5418000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 1 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 -1 6 12 9 -9 -8 -7 -5 -4 right_child=-2 -3 5 11 -6 10 7 8 -10 -11 -12 -13 -14 leaf_value=0.10046374638875326 -0.3840191297194897 -0.4769446370659805 -0.23295630863157371 0.027335226840751115 0.87601849161661594 0.55106894854841559 5.9713932667871125e-05 -0.061477836121367403 1.8588131881952286 -0.70502108235513006 0.06354301782754751 -0.21223771398818053 -0.23488631915163111 leaf_weight=57 39 41 59 86 52 29 133645 166 20 31 26 81 54 leaf_count=57 39 41 59 86 52 29 133645 166 20 31 26 81 54 internal_value=0 0.000157687 0.000303334 0.127409 0.430919 3.20844e-05 -9.9515e-05 9.7823e-05 0.145005 -0.000103797 0.320602 -0.0838442 -0.214864 internal_weight=0 134347 134306 276 109 134030 133975 133862 186 133676 55 167 113 internal_count=134386 134347 134306 276 109 134030 133975 133862 186 133676 55 167 113 cat_boundaries=0 5 6 12 cat_threshold=0 0 4 16777216 8192 1444 0 2 0 65536 64 8192 is_linear=0 shrinkage=0.01 Tree=948 num_leaves=18 num_cat=4 split_feature=4 25 25 7 0 3 26 9 0 7 5 25 26 25 26 26 26 split_gain=56399 44578.5 40630.9 35126.9 99555.8 81638 102812 56704.6 52360.2 32761.6 31972.6 5075.34 5204.18 3258.12 6576.49 2639.51 1254.84 threshold=1048.2900000000002 0 1 276.13500000000005 224.14500000000001 782.62500000000011 2022.5000000000002 164.68524000000002 14.594500000000002 260.88220000000007 336.69250000000005 2 2022.5000000000002 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 9 2 2 2 2 2 2 2 2 9 2 9 2 2 2 left_child=1 11 13 5 7 9 -7 8 -5 10 -4 12 -1 14 -3 -15 -13 right_child=-2 2 3 4 -6 6 -8 -9 -10 -11 -12 16 -14 15 -16 -17 -18 leaf_value=-0.017773358821868895 -0.38017893719367496 0.088155094791542404 -9.3434619719357903e-05 -0.055953412046582676 -0.73699671133704814 -0.1701267558336258 0.65034352824801489 -0.46129609123353038 0.39969433426856993 0.32013241681270305 0.10985738588714938 -0.23062674574932809 -0.13461914356843926 0.10383726537227631 0.21302463284245246 0.034218278998192748 -0.16483689623966552 leaf_weight=72 39 88 132992 254 23 24 42 31 28 32 265 59 81 112 81 106 57 leaf_count=72 39 88 132992 254 23 24 42 31 28 32 265 59 81 112 81 106 57 internal_value=0 0.000156111 0.000418826 0.000118847 -0.101999 0.000376152 0.351991 -0.0553384 -0.0107118 0.000202045 0.000125218 -0.126117 -0.0747474 0.101435 0.139735 0.0669163 -0.182561 internal_weight=0 134347 134078 133691 336 133355 66 313 282 133289 133257 269 153 387 169 218 116 internal_count=134386 134347 134078 133691 336 133355 66 313 282 133289 133257 269 153 387 169 218 116 cat_boundaries=0 6 11 15 20 cat_threshold=0 2 0 134283264 64 8192 2147483648 262144 4 16777216 139264 0 0 0 134217728 0 0 4 0 8192 is_linear=0 shrinkage=0.01 Tree=949 num_leaves=18 num_cat=2 split_feature=2 4 7 2 2 4 5 1 24 4 4 24 7 7 1 13 3 split_gain=55369.2 92958.7 38190.3 75310.4 46748.6 39454.3 39097.1 352180 163513 241912 43638.7 32203.9 108900 32084.8 28429.4 26570.6 12106.7 threshold=1048.2900000000002 1048.2900000000002 276.13500000000005 60.492500000000007 212.70000000000005 125.37974000000001 336.69250000000005 150.51452500000002 0 27.234500000000004 103.55000000000001 1 549.10000000000002 260.88220000000007 1066.3056000000001 557.40000000000009 5.0080000000000009 decision_type=2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 left_child=1 2 6 5 -5 11 13 8 9 -8 -10 12 -4 14 15 -1 -13 right_child=-2 -3 3 4 -6 -7 7 -9 10 -11 -12 16 -14 -15 -16 -17 -18 leaf_value=8.0377975521220545e-05 -0.36298380533854163 -0.49437024218471431 -0.13159999212622642 -0.77149600248336803 -0.14679668250291245 0.32677787441473738 0.10314123754438601 1.3972955443859101 -0.13576738037350702 1.3131841585636139 -0.61033279499282012 -0.14166390172309345 0.58369199016998563 0.31693109448999168 0.29372323177077553 0.21234137227979757 -0.40423032426834105 leaf_weight=133554 42 38 80 25 23 26 95 20 123 20 23 144 29 32 33 59 20 leaf_count=133554 42 38 80 25 23 26 95 20 123 20 23 144 29 32 33 59 20 internal_value=0 0.000158771 0.000298691 -0.104474 -0.472161 -0.0454479 0.000570089 0.118402 0.0204025 0.288497 -0.197032 -0.0808979 0.0537737 0.000322399 0.00024659 0.000174107 -0.163702 internal_weight=0 134344 134306 347 48 299 133959 281 261 115 146 273 109 133678 133646 133613 164 internal_count=134386 134344 134306 347 48 299 133959 281 261 115 146 273 109 133678 133646 133613 164 cat_boundaries=0 1 2 cat_threshold=837 2372 is_linear=0 shrinkage=0.01 Tree=950 num_leaves=18 num_cat=3 split_feature=3 25 1 3 5 26 0 0 26 25 25 18 16 1 2 26 26 split_gain=153053 50109.3 52465.2 88894.7 55999.4 71093.4 55189 34380.9 25788.5 23411.2 22755.2 37719.6 32107.2 12320.3 8450.44 3662.3 3141.06 threshold=1048.2900000000002 0 438.37500000000006 199.86000000000004 64.831750000000014 2022.5000000000002 27.356500000000004 782.62500000000011 2022.5000000000002 1 2 475.19100000000009 209.85600000000002 543.20000000000016 18.539550000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 left_child=1 14 7 4 5 6 -4 9 -9 15 12 -12 -11 -7 16 -3 -1 right_child=-2 2 3 -5 -6 13 -8 8 -10 10 11 -13 -14 -15 -16 -17 -18 leaf_value=-0.080217973139978235 0.67064071038190054 0.052396272671450479 0.34592340423663459 0.73951594190753034 0.54013716379801435 -0.37912883579730988 -0.16778088404186839 0.026373693466186527 0.40757748511102465 0.0073960473605764179 -0.0027353966365745164 0.3354012914227717 0.22825130917809225 -0.1116741667321471 -0.3241906995773316 0.12037876225356012 -0.14367792319340311 leaf_weight=155 34 157 75 23 24 24 29 35 36 24741 108622 33 66 61 20 160 157 leaf_count=155 34 157 75 23 24 24 29 35 36 24741 108622 33 66 61 20 160 157 internal_value=0 -0.000381337 -7.29595e-05 0.148896 0.0851206 0.0273407 0.202679 -0.000335623 0.21966 -0.00045238 -0.000659358 -0.00263246 0.00798042 -0.187191 -0.121272 0.0840575 -0.112151 internal_weight=0 134418 134086 236 213 189 104 133850 71 133779 133462 108655 24807 85 332 317 312 internal_count=134452 134418 134086 236 213 189 104 133850 71 133779 133462 108655 24807 85 332 317 312 cat_boundaries=0 6 10 16 cat_threshold=0 262144 0 65536 33563136 73728 2147745792 2 4 16777216 1049088 68157441 4474448 3892318240 151181376 90177569 is_linear=0 shrinkage=0.01 Tree=951 num_leaves=16 num_cat=3 split_feature=3 25 4 4 25 5 5 8 9 9 25 18 13 18 5 split_gain=150008 49233.3 43355.1 21114.6 105347 115771 66009.2 39416.2 103942 24663.8 23235.8 40059 37524.3 29981.2 28100.5 threshold=1048.2900000000002 0 1048.2900000000002 48.621081000000011 1 401.66700000000003 232.66575000000003 40.281250000000007 198.75006000000005 10.189250000000001 2 475.19100000000009 779.68675000000019 189.31250000000003 1.1847500000000002 decision_type=2 9 2 2 9 2 2 2 2 2 9 2 2 2 2 left_child=1 -1 3 10 5 6 -5 8 -6 -9 13 12 -12 14 -3 right_child=-2 2 -4 4 7 -7 -8 9 -10 -11 11 -13 -14 -15 -16 leaf_value=-0.14592698309955926 0.66393429812263038 0.020203094653651919 0.37998552799224855 0.11131546859502506 -0.019801142327924452 0.78772760829925537 -0.45639211200532459 -0.11450419891625643 0.68912989219029741 -0.47034450582095555 -0.0020617805681562964 0.3464762512391264 0.38540151138305667 -0.31811243030760028 -0.051321467235144962 leaf_weight=222 34 8551 30 829 1364 25 21 64 21 28 122591 33 25 27 587 leaf_count=222 34 8551 30 829 1364 25 21 64 21 28 122591 33 25 27 587 internal_value=0 -0.000377524 -0.000125858 -0.000210862 0.0294875 0.115694 0.0972898 -0.0222158 -0.00905201 -0.222803 -0.000740779 -0.00188887 -0.00198278 0.0146095 0.0156086 internal_weight=0 134418 134196 134166 2352 875 850 1477 1385 92 131814 122649 122616 9165 9138 internal_count=134452 134418 134196 134166 2352 875 850 1477 1385 92 131814 122649 122616 9165 9138 cat_boundaries=0 6 11 17 cat_threshold=0 262144 0 65536 8704 8192 34304 131104 541070400 2147483648 16777216 2152988672 67108867 4473364 1762136064 134404160 2097313 is_linear=0 shrinkage=0.01 Tree=952 num_leaves=14 num_cat=1 split_feature=3 4 19 4 11 24 3 4 11 23 23 23 11 split_gain=147022 30187.5 23655.7 21223.2 81582.8 53645.3 86858 41673.2 24169 20120.9 47742.8 2328.45 1046.13 threshold=1048.2900000000002 1048.2900000000002 698.35475000000008 48.621081000000011 456.57400000000007 0 77.170100000000005 174.86250000000004 549.10000000000002 28.957500000000007 13.455000000000002 219.08740500000002 650.90000000000009 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 3 8 5 6 -5 -7 9 10 -1 -11 -10 right_child=-2 -3 -4 4 -6 7 -8 -9 12 11 -12 -13 -14 leaf_value=-0.00085671412382966154 0.65729491850909072 0.30673100657761099 -0.34433760219812393 0.056600767350327028 0.66533422017097477 0.024763273096708671 0.40040089528603723 -0.086338435325199636 -0.12262955506145953 -0.12588680636424285 0.29118983183588304 -0.2449652647972107 -0.20773187990372 leaf_weight=131809 34 32 20 641 20 1127 83 482 20 52 56 24 52 leaf_count=131809 34 32 20 641 20 1127 83 482 20 52 56 24 52 internal_value=0 -0.000373857 -0.000446985 -0.000395798 0.0293728 0.0239209 0.0947062 -0.00846629 -0.000926393 -0.00082644 -0.000732689 -0.163491 -0.184092 internal_weight=0 134418 134386 134366 2353 2333 724 1609 132013 131941 131865 76 72 internal_count=134452 134418 134386 134366 2353 2333 724 1609 132013 131941 131865 76 72 cat_boundaries=0 1 cat_threshold=832 is_linear=0 shrinkage=0.01 Tree=953 num_leaves=19 num_cat=5 split_feature=3 25 24 1 24 3 4 25 23 23 25 1 1 1 23 23 1 23 split_gain=144097 48332.8 74610.1 51254.8 161791 182246 40674.2 27173.1 19821.6 46659.1 19245 13923.4 7115.32 9346.2 6091.91 2282.12 70.682 46.3481 threshold=1048.2900000000002 0 1 438.37500000000006 2 9.3117500000000017 1048.2900000000002 3 28.957500000000007 13.455000000000002 4 789.60480000000007 789.60480000000007 650.90000000000009 17.487500000000004 219.08740500000002 543.20000000000016 53.091740000000009 decision_type=2 9 1 2 1 2 2 9 2 2 9 2 2 2 2 2 2 2 left_child=1 2 -1 6 5 11 8 -4 9 10 -3 16 13 -6 -11 17 -5 -10 right_child=-2 3 7 4 12 -7 -8 -9 15 14 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=0.081721348030360658 0.65072196175070374 -0.016679712538767016 -0.096926819095766656 0.1271430596283504 -0.12713646193345388 1.2074382084980608 0.38776431030697295 -0.34989556695733753 -0.13565255956216293 0.42821054238080974 0.00045171866794800473 0.40259667531649274 -0.22546647784255799 0.12247919654846191 0.21053757773505319 -0.24251561403274538 0.14889890789985658 -0.11654321527481079 leaf_weight=117 34 6905 113 28 60 24 27 102 22 20 126786 30 42 20 36 24 32 30 leaf_count=117 34 6905 113 28 60 24 27 102 22 20 126786 30 42 20 36 24 32 30 internal_value=0 -0.000370119 -0.119099 -6.72572e-05 0.147174 0.398235 -0.000326873 -0.227157 -0.000405174 -0.000313432 -0.000434316 0.226696 -0.110971 -0.0647325 0.288278 -0.161856 0.138746 -0.124628 internal_weight=0 134418 332 134086 236 114 133850 215 133823 133747 133691 90 122 80 56 76 60 52 internal_count=134452 134418 332 134086 236 114 133850 215 133823 133747 133691 90 122 80 56 76 60 52 cat_boundaries=0 6 7 8 14 20 cat_threshold=0 262144 0 65536 33563136 73728 2212 3116 0 0 0 0 33554944 73728 134219840 1094779920 8561024 13631488 5243035 164114 is_linear=0 shrinkage=0.01 Tree=954 num_leaves=18 num_cat=2 split_feature=3 25 1 3 5 26 4 23 23 25 1 1 2 23 26 23 26 split_gain=141229 47456.8 50234.8 85942.5 54601.2 69728 39864.8 19427.2 45730.6 18979.4 17602.8 11855.9 8314.36 5970.68 3085.65 2236.7 173.501 threshold=1048.2900000000002 0 438.37500000000006 199.86000000000004 64.831750000000014 2022.5000000000002 1048.2900000000002 28.957500000000007 13.455000000000002 1 650.90000000000009 543.20000000000016 18.539550000000002 17.487500000000004 2022.5000000000002 219.08740500000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 12 6 4 5 10 7 8 9 -3 -4 -7 14 -10 -1 16 -9 right_child=-2 2 3 -5 -6 11 -8 15 13 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.077248285562761365 0.64421480515423934 -0.016448439762787145 0.074398304212976385 0.72643133326717046 0.53229445338249204 -0.37480647782484688 0.38388669093449912 -0.13964890615693454 0.42392849496006968 0.00045620455949425646 0.33478937760144478 -0.11244178487629186 -0.31922386980056766 0.20843220763736303 -0.1401460169379119 -0.24009045839309692 -0.10287078069603961 leaf_weight=155 34 6999 54 23 24 24 27 29 20 126692 50 61 20 36 157 24 23 leaf_count=155 34 6999 54 23 24 24 27 29 20 126692 50 61 20 36 157 24 23 internal_value=0 -0.000366701 -6.65968e-05 0.145702 0.0829941 0.0259401 -0.000323616 -0.000401134 -0.000310309 -0.000429985 0.199586 -0.186521 -0.118014 0.285395 -0.108899 -0.160237 -0.123382 internal_weight=0 134418 134086 236 213 189 133850 133823 133747 133691 104 85 332 56 312 76 52 internal_count=134452 134418 134086 236 213 189 133850 133823 133747 133691 104 85 332 56 312 76 52 cat_boundaries=0 6 12 cat_threshold=0 262144 0 65536 33563136 73728 134219842 1094779920 8561024 13631488 5243035 165138 is_linear=0 shrinkage=0.01 Tree=955 num_leaves=16 num_cat=0 split_feature=18 9 3 3 4 9 22 12 5 5 1 22 8 12 9 split_gain=54434.6 49644.4 516873 83634 73155.2 37950.9 26379.8 23914.8 34690.6 23516.1 313522 23436.2 12838.7 4385.29 334.822 threshold=678.28640000000007 370.88500000000005 232.66575000000003 1048.2900000000002 25.530750000000008 797.90800000000002 459.70000000000005 417.10750000000002 35.250000000000007 366.02500000000003 156.28525000000005 240.05125000000004 26.039500000000004 490.96000000000009 454.75000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 6 5 12 7 9 13 11 -11 -1 14 -9 -3 right_child=-2 2 -4 -5 -6 -7 -8 8 -10 10 -12 -13 -14 -15 -16 leaf_value=-0.00042587384222914608 -0.49774034803563899 -0.048430563824517388 1.5666827365496883 -0.47587415282790724 0.51955329236530123 -0.40430736184120181 0.36277785015106206 -0.16046563426653546 -0.49607153659517117 -0.012957736687056689 1.2094653154456096 -0.33451947785559155 0.20677507334202527 -0.024185573505349906 -0.087724825488893612 leaf_weight=133493 22 35 23 37 21 34 20 33 22 239 23 21 20 83 57 leaf_count=133493 22 35 23 37 21 34 20 33 22 239 23 21 20 83 57 internal_value=0 -0.000276425 0.161253 -0.000505508 -0.0323097 -0.111687 -0.000374185 -0.000428421 -0.132002 -0.000292693 0.0943542 -0.000478422 -0.0228561 -0.0629549 -0.0727759 internal_weight=0 134161 190 133971 167 146 133934 133914 138 133776 262 133514 112 116 92 internal_count=134183 134161 190 133971 167 146 133934 133914 138 133776 262 133514 112 116 92 is_linear=0 shrinkage=0.01 Tree=956 num_leaves=17 num_cat=2 split_feature=25 3 26 5 3 6 5 2 7 26 1 26 25 26 26 7 split_gain=74194.5 36287.9 74219.9 31650.3 80394.5 39238.7 63523.2 113028 30661.8 28347 27744.2 53736.7 26203.6 19466.1 4469.84 74.4231 threshold=0 782.62500000000011 2022.5000000000002 650.90000000000009 9.3117500000000017 442.89500000000004 166.14750000000004 0.55999999999999994 650.90000000000009 2022.5000000000002 650.90000000000009 2022.5000000000002 1 2022.5000000000002 2022.5000000000002 783.48000000000013 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=9 3 -3 5 14 8 7 13 10 -1 12 -12 -2 -7 -5 -10 right_child=1 2 -4 4 -6 6 -8 -9 15 -11 11 -13 -14 -15 -16 -17 leaf_value=-0.087504937108357744 0.041199554378903651 -0.21647341003020604 0.47485227216373793 -0.08560060118851455 0.74608478462696071 -0.021796269874747205 -0.67900305801630023 0.49601693459919527 0.22244909683863323 -0.35894232562825651 0.40830961158499124 -0.049570857188918377 -0.00084705168725918731 -0.28378328217112503 0.083385247214108102 0.20149902976476231 leaf_weight=75 1489 24 44 23 20 41 20 28 30 79 48 55 132027 92 49 39 leaf_count=75 1489 24 44 23 20 41 20 28 30 79 48 55 132027 92 49 39 internal_value=0 -9.42713e-05 0.230855 -0.000211511 0.185204 -0.000338935 -0.147477 -0.0814487 -0.000139726 -0.212923 -0.000248554 0.16381 -0.000375116 -0.20302 0.0294037 0.210608 internal_weight=0 134029 68 133961 92 133869 181 161 133688 154 133619 103 133516 133 72 69 internal_count=134183 134029 68 133961 92 133869 181 161 133688 154 133619 103 133516 133 72 69 cat_boundaries=0 5 11 cat_threshold=0 2 4 0 131072 1048576 67371009 4096 16875648 45568 8225 is_linear=0 shrinkage=0.01 Tree=957 num_leaves=16 num_cat=4 split_feature=25 18 3 26 6 4 25 24 4 7 26 25 7 6 6 split_gain=72718.1 46416.7 35542.9 72742.9 27870.1 28027.3 93086.7 123324 34790.2 30424 27782.9 26392.3 21070.4 12357.4 2316.65 threshold=0 678.28640000000007 782.62500000000011 2022.5000000000002 650.90000000000009 72.686250000000015 1 2 74.256500000000017 650.90000000000009 2022.5000000000002 3 783.48000000000013 1043.5418000000002 783.48000000000013 decision_type=9 2 2 2 2 2 9 1 2 2 2 9 2 2 2 left_child=10 2 4 -4 5 9 7 -7 -8 11 -1 -2 -11 14 -6 right_child=1 -3 3 -5 13 6 8 -9 -10 12 -12 -13 -14 -15 -16 leaf_value=-0.086629891141255688 0.045520222769729862 -0.47019658134097142 -0.2143086890379588 0.4701037441600453 -0.20641737842932345 0.23359846988974034 0.36903987622261047 0.0045167244932799175 -0.053588219481762546 0.45529785782098769 -0.35535290105433404 -0.0010752384321779376 0.068302788190981914 -0.0075733861752918788 -0.33349888728215143 leaf_weight=75 1217 21 24 44 32 414 20 539 746 24 79 130860 34 28 26 leaf_count=75 1217 21 24 44 32 414 20 539 746 24 79 130860 34 28 26 internal_value=0 -9.32985e-05 -1.96369e-05 0.228546 -0.000135678 -2.00538e-05 0.0400986 0.105426 -0.0420052 -0.000541974 -0.210793 -0.000642528 0.228439 -0.180097 -0.263385 internal_weight=0 134029 134008 68 133940 133854 1719 953 766 132135 154 132077 58 86 58 internal_count=134183 134029 134008 68 133940 133854 1719 953 766 132135 154 132077 58 86 58 cat_boundaries=0 5 11 12 18 cat_threshold=0 2 4 0 131072 838895104 1183776 675288128 2147483648 16793601 536870912 1856 1310720 67371009 0 16875648 45568 8225 is_linear=0 shrinkage=0.01 Tree=958 num_leaves=17 num_cat=1 split_feature=25 9 3 3 18 26 14 6 3 2 26 1 5 7 7 9 split_gain=71271.1 51509.7 501794 64634.8 45469.7 39213.9 36560.1 27775 88521.8 134774 27230 22669 267323 33814.6 11437.4 1704.88 threshold=0 370.88500000000005 232.66575000000003 1048.2900000000002 678.28640000000007 2022.5000000000002 49.132500000000007 442.89500000000004 67.542500000000004 8.0855000000000015 2022.5000000000002 172.67400000000001 366.02500000000003 188.93193000000005 31.857000000000003 454.75000000000006 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 3 5 4 7 -3 14 11 9 -9 -1 13 -13 -2 15 -7 right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 -12 12 -14 -15 -16 -17 leaf_value=-0.085763582547505698 -0.00060480723468376619 0.34523840969583641 1.5490066823752031 -0.43000128773280549 -0.46549461228506905 -0.052966539571362159 0.30358041191101076 -0.15122402998160073 -0.68986875772476197 0.72880213379859926 -0.35179937169521674 0.022598603237690269 1.1394645361466842 0.08374319488303715 -0.37653064155578614 -0.14224398274784503 leaf_weight=75 132281 24 23 35 21 31 20 134 24 20 79 828 22 477 20 69 leaf_count=75 132281 24 23 35 21 31 20 134 24 20 79 828 22 477 20 69 internal_value=0 -9.21547e-05 0.16576 -0.000323885 -0.000211494 -0.0282322 -0.0922557 -0.00013846 -0.124971 -0.0369349 -0.208685 2.78491e-05 0.0515057 -0.000301745 -0.158228 -0.114568 internal_weight=0 134029 187 133842 133807 164 140 133786 178 154 154 133608 850 132758 120 100 internal_count=134183 134029 187 133842 133807 164 140 133786 178 154 154 133608 850 132758 120 100 cat_boundaries=0 5 cat_threshold=0 2 4 0 131072 is_linear=0 shrinkage=0.01 Tree=959 num_leaves=14 num_cat=2 split_feature=25 9 3 4 3 18 9 26 22 22 25 8 9 split_gain=69852.8 50484.6 491808 70477.8 63348.6 44564.8 37172.7 26688.1 25798.7 23020.1 20897.6 12530.6 319.647 threshold=0 370.88500000000005 232.66575000000003 25.530750000000008 1048.2900000000002 678.28640000000007 797.90800000000002 2022.5000000000002 459.70000000000005 240.05125000000004 1 26.039500000000004 454.75000000000006 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 left_child=7 4 3 6 5 8 11 -1 9 10 -2 12 -3 right_child=1 2 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.084905958938598633 0.036330456797414951 -0.048097463846206667 1.5335165952599568 0.51300694215865361 -0.42570131138392858 -0.46083966527666365 -0.41384990507556546 -0.3482813775690296 0.35899256753921505 -0.33125348602022442 -0.00056714560757119216 0.20429096636176108 -0.086490990174444102 leaf_weight=75 1543 35 23 21 35 21 31 79 20 21 132202 20 57 leaf_count=75 1543 35 23 21 35 21 31 79 20 21 132202 20 57 internal_value=0 -9.12332e-05 0.164102 -0.0279499 -0.000320646 -0.000209379 -0.107391 -0.206599 -0.000137075 -0.00019077 -0.000138788 -0.0225677 -0.0718848 internal_weight=0 134029 187 164 133842 133807 143 154 133786 133766 133745 112 92 internal_count=134183 134029 187 164 133842 133807 143 154 133786 133766 133745 112 92 cat_boundaries=0 5 11 cat_threshold=0 2 4 0 131072 1048576 67371009 4096 16875648 134263296 8225 is_linear=0 shrinkage=0.01 Tree=960 num_leaves=20 num_cat=5 split_feature=25 3 2 4 5 9 3 2 7 2 3 24 2 25 24 24 26 5 5 split_gain=40876.3 72575.9 40298.5 36267.5 35007.7 68727.9 43181.1 38424.9 71989.5 39029.6 18529.5 19539.3 9231.92 2135.84 8181.21 1396.6 1255.81 546.756 3.63777 threshold=0 1048.2900000000002 1048.2900000000002 93.927000000000007 650.90000000000009 1037.4750000000001 9.3117500000000017 364.63500000000005 172.67400000000001 312.70000000000005 145.10250000000005 1 145.10250000000005 2 3 4 2022.5000000000002 783.48000000000013 1066.3056000000001 decision_type=9 2 2 2 2 2 2 2 2 2 2 1 2 9 1 1 2 2 2 left_child=3 2 4 10 5 7 17 9 -9 -2 11 16 13 14 -13 -15 -1 -6 -19 right_child=1 -3 -4 -5 6 -7 -8 8 -10 -11 -12 12 -14 15 -16 -17 -18 18 -20 leaf_value=0.0073752687270181218 0.00018262842227550089 0.44926822503407798 0.34961776386607774 0.30885015288988749 0.11683193854663683 -0.55889236905358053 0.59390250047047932 -0.17424594066295274 0.43728618508293515 0.22252012445956848 -0.38638766992092133 -0.17984216085251639 -0.30798276197342644 -0.026653569775658685 -0.063624056106958635 -0.08387203795965327 0.071914959624409677 0.054719921312481164 0.060295435515317054 leaf_weight=57 132941 36 33 24 23 22 21 231 21 79 20 126 21 101 185 162 64 25 22 leaf_count=57 132941 36 33 24 23 22 21 231 21 79 20 126 21 101 185 162 64 25 22 internal_value=0 0.00033012 0.000209008 -0.07274 0.000122563 -1.12949e-05 0.196193 8.09629e-05 -0.123285 0.000314674 -0.0861715 -0.0777855 -0.100359 -0.0945118 -0.114845 -0.0636796 0.0383431 0.0768805 0.0573297 internal_weight=0 133454 133418 760 133385 133294 91 133272 252 133020 736 716 595 574 311 263 121 70 47 internal_count=134214 133454 133418 760 133385 133294 91 133272 252 133020 736 716 595 574 311 263 121 70 47 cat_boundaries=0 6 7 10 11 12 cat_threshold=2147483648 67108865 4608 1073741824 134217728 8224 640 0 1 4096 3105 3120 is_linear=0 shrinkage=0.01 Tree=961 num_leaves=24 num_cat=4 split_feature=25 3 1 5 0 6 4 1 26 4 0 10 0 25 3 0 1 1 5 26 25 6 25 split_gain=40113.8 71131.7 42127.3 83749.6 100520 40377.9 43177.6 36330.9 65121.6 35554.5 32322 29867.9 32831 30059.7 18154.9 16908.3 16793.2 12418.6 5643.86 4214.95 5206.08 3509.67 1302.49 threshold=0 1048.2900000000002 438.37500000000006 64.831750000000014 24.245000000000005 483.07500000000005 1048.2900000000002 481.77300000000008 2022.5000000000002 93.927000000000007 32.931500000000007 292.71150000000006 139.33500000000001 1 145.10250000000005 192.77500000000003 650.90000000000009 59.998500000000007 78.120000000000019 2022.5000000000002 2 783.48000000000013 3 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 9 left_child=9 2 5 4 7 6 11 -4 -9 14 18 13 -13 -2 15 17 -6 19 21 22 -21 -7 -1 right_child=1 -3 3 -5 16 10 -8 8 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 leaf_value=-0.025532123835789677 0.055410005771360391 0.44477558135986328 0.5389615844726563 0.60116553942362472 -0.50446977272033688 -0.25643799914538185 0.37330715704348777 0.35657675054669385 -0.10375307102051994 0.30576165994008381 0.17506259228695523 -0.076054771088013159 -0.49915126825496559 -0.00015074566915963575 -0.38252379941940307 0.20961346673965456 -0.14789044942174639 -0.2955575825770696 -0.38413215225157532 -0.033393341017163493 -0.12791761182028533 -0.12472271688282489 -0.07084828005747848 leaf_weight=163 971 36 25 33 25 55 31 60 63 24 22 221 20 131809 20 20 28 27 23 111 227 32 168 leaf_count=163 971 36 25 33 25 55 31 60 63 24 22 221 20 131809 20 20 28 27 23 111 227 32 168 internal_value=0 0.000326818 0.000206918 0.134265 0.0576096 -2.86177e-05 0.000144812 0.191434 0.120798 -0.0720586 -0.17484 5.78476e-05 -0.111167 0.000259723 -0.0853579 -0.0770571 -0.316088 -0.0852948 -0.244821 -0.0768088 -0.101648 -0.207991 -0.0514443 internal_weight=0 133454 133418 234 201 133184 133052 148 123 760 132 133021 241 132780 736 716 53 696 110 669 338 87 331 internal_count=134214 133454 133418 234 201 133184 133052 148 123 760 132 133021 241 132780 736 716 53 696 110 669 338 87 331 cat_boundaries=0 6 12 16 22 cat_threshold=2147483648 67108865 4608 1073741824 134217728 8224 0 262146 4 419692544 33694272 65536 0 67108864 512 1073741824 2147483648 0 4096 0 0 32 is_linear=0 shrinkage=0.01 Tree=962 num_leaves=23 num_cat=5 split_feature=25 3 2 5 9 3 2 7 2 3 24 25 2 26 25 24 26 26 5 26 5 26 split_gain=39352.3 69716.1 39416.1 34110.2 67291.8 42238 37685.7 70571.3 38213.5 21731 16102.5 12703.8 7698.23 2656.04 2025.08 1391.6 1144.48 705.469 546.959 356.002 3.46516 0.00677706 threshold=0 1048.2900000000002 1048.2900000000002 650.90000000000009 1037.4750000000001 9.3117500000000017 364.63500000000005 172.67400000000001 312.70000000000005 155.97750000000002 1 2 104.05000000000001 2022.5000000000002 3 4 2022.5000000000002 2022.5000000000002 783.48000000000013 2022.5000000000002 1066.3056000000001 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 1 9 2 2 9 1 2 2 2 2 2 2 left_child=9 2 3 4 6 18 8 -8 -2 10 11 13 14 -1 16 21 -12 -17 -5 -13 -20 -16 right_child=1 -3 -4 5 -6 -7 7 -9 -10 -11 12 19 -14 -15 15 17 -18 -19 20 -21 -22 -23 leaf_value=0.021050106278106346 0.00017934916826101597 0.44032777680291069 0.34576692003192322 0.11561681063278861 -0.55302398464896463 0.58700247514815562 -0.17255151375373259 0.432926953747159 0.22017993148369125 -0.39757329106330874 -0.0086691246353662928 -0.062810428250919689 -0.29042934918403623 0.10715265051110999 -0.14949674169782182 -0.096953693639050723 -0.072765882253646857 -0.061380651210035594 0.053556423300504682 -0.098629354302372255 0.058998059576207941 -0.14935171856718549 leaf_weight=67 132941 36 33 23 22 21 231 21 79 20 52 55 20 77 71 111 60 112 25 56 22 59 leaf_count=67 132941 36 33 23 22 21 231 21 79 20 52 55 20 77 71 111 60 112 25 56 22 59 internal_value=0 0.000323592 0.00020489 0.000119397 -1.27342e-05 0.193661 7.85547e-05 -0.122095 0.000310007 -0.0713715 -0.0635197 0.00257847 -0.0963391 0.0627345 -0.0900629 -0.102101 -0.0394815 -0.0756931 0.0756579 -0.0741968 0.0561036 -0.138757 internal_weight=0 133454 133418 133385 133294 91 133272 252 133020 760 740 255 485 144 465 353 112 223 70 111 47 130 internal_count=134214 133454 133418 133385 133294 91 133272 252 133020 760 740 255 485 144 465 353 112 223 70 111 47 130 cat_boundaries=0 6 7 10 16 17 cat_threshold=2147483648 67108865 4608 1073741824 134217728 8224 645 0 67108864 4096 2147483648 0 512 1073741824 0 32 3104 is_linear=0 shrinkage=0.01 Tree=963 num_leaves=25 num_cat=5 split_feature=25 2 2 6 4 1 4 2 5 1 24 6 10 24 2 6 1 2 24 25 26 2 26 26 split_gain=38569.2 41049.1 43984.2 87598.6 63948.9 42709.6 34790.7 34000.7 31312 332893 151535 46889.3 36581.5 17091.2 11101.7 9983.4 9965.53 4034.26 3565.51 4600.88 2595.5 2540.66 2516.18 2315.23 threshold=0 1048.2900000000002 364.63500000000005 161.20500000000004 103.55000000000001 34.620900000000013 93.927000000000007 312.70000000000005 336.69250000000005 172.67400000000001 1 483.07500000000005 396.4661000000001 2 174.86250000000004 783.48000000000013 53.072500000000012 335.81400000000008 3 4 2022.5000000000002 397.42490000000004 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 1 9 2 2 2 2 left_child=6 2 7 4 5 21 13 8 11 10 -10 12 -2 20 16 -13 18 -9 19 -15 -1 -4 -20 -7 right_child=1 -3 3 -5 -6 23 -8 17 9 -11 -12 15 -14 14 -16 -17 -18 -19 22 -21 -22 -23 -24 -25 leaf_value=-0.021037714354327469 0.00049193857843213024 0.34774228544796215 0.030478425621986389 0.50613996523618698 -0.61457087032000224 -0.48046527680896572 0.30309055904547377 0.27759371018409729 0.27878476195037366 1.3491931838989257 -0.19071545462662021 -0.2610685378815979 -0.15953649264636574 -0.16837118494952166 -0.3381558258533478 -0.072133434414863584 -0.29397245063781741 0.13556807649135588 -0.036796488463878632 -0.057118043604150286 0.069780844468336836 -0.068555332043153408 -0.091446155824604816 -0.33197349321274533 leaf_weight=61 132533 34 32 20 30 21 24 40 110 20 151 80 143 125 20 43 25 40 168 103 65 136 169 21 leaf_count=61 132533 34 32 20 30 21 24 40 110 20 151 80 143 125 20 43 25 40 168 103 65 136 169 21 internal_value=0 0.000320356 0.000231845 -0.129707 -0.182694 -0.120997 -0.0706577 0.000485555 0.000361662 0.105811 0.0105325 0.000138534 0.000319458 -0.0838052 -0.104731 -0.195018 -0.0985932 0.206581 -0.0899481 -0.122624 0.0239151 -0.0496918 -0.0623522 -0.406219 internal_weight=0 133454 133420 260 240 210 760 133160 133080 281 261 132799 132676 736 610 123 590 80 565 228 126 168 337 42 internal_count=134214 133454 133420 260 240 210 760 133160 133080 281 261 132799 132676 736 610 123 590 80 565 228 126 168 337 42 cat_boundaries=0 6 7 8 9 12 cat_threshold=2147483648 67108865 4608 1073741824 134217728 8224 837 640 3137 0 1 4096 is_linear=0 shrinkage=0.01 Tree=964 num_leaves=15 num_cat=0 split_feature=3 5 2 2 7 0 2 0 4 3 4 5 2 5 split_gain=37751.7 30518.3 37514.9 42574.1 68754.3 84475.9 34997.4 33702.3 30382.4 29798.7 9315.72 2978.71 2706.24 558.572 threshold=1048.2900000000002 650.90000000000009 1048.2900000000002 364.63500000000005 172.67400000000001 102.15500000000002 312.70000000000005 1083.9006000000002 78.331000000000003 192.58100000000002 82.558250000000029 1066.3056000000001 335.81400000000008 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 10 7 9 11 -1 -5 13 -8 -3 right_child=-2 8 -4 4 -6 -7 12 -9 -10 -11 -12 -13 -14 -15 leaf_value=-2.092551500995449e-05 0.31099431013449647 0.15716911901598393 0.32704386792864121 -0.084936704490592763 0.40697036775675688 -0.69332228115626748 0.26474981133530778 0.31453252399668974 0.48540500834584238 -0.068526681362042569 -0.29421443700790406 -0.012869632148742677 0.14913758838176727 0.089516095019017264 leaf_weight=133028 39 23 35 187 22 28 41 34 24 638 24 25 40 26 leaf_count=133028 39 23 35 187 22 28 41 34 24 638 24 25 40 26 internal_value=0 -0.00017646 -0.000305398 -0.000390873 -0.127985 -0.177227 -0.000141944 -0.000267835 0.176227 -0.00034791 -0.108741 0.0759536 0.207657 0.121272 internal_weight=0 134175 134077 134042 261 239 133781 133700 98 133666 211 74 81 49 internal_count=134214 134175 134077 134042 261 239 133781 133700 98 133666 211 74 81 49 is_linear=0 shrinkage=0.01 Tree=965 num_leaves=15 num_cat=2 split_feature=25 0 2 3 2 1 9 26 1 25 1 3 26 26 split_gain=122236 58625.4 50540.9 37246.4 92350.3 32307 45237.9 40375.5 47509.1 32367 10730.1 9019.76 9039.35 5848.96 threshold=0 1083.9006000000002 1048.2900000000002 650.90000000000009 70.594335000000015 543.20000000000016 1037.4750000000001 2022.5000000000002 1066.3056000000001 1 789.60480000000007 1048.2900000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=13 2 3 5 11 6 9 10 -9 -2 -7 12 -5 -1 right_child=1 -3 -4 4 -6 7 -8 8 -10 -11 -12 -13 -14 -15 leaf_value=-0.42332955649920873 0.075238529772808149 0.39874573888005438 0.36528006854810213 0.049618756473064421 -0.71855915660858161 0.21244877525738307 0.44397049551424772 0.18578244918814071 -0.30880699417283458 0.0001146535263032416 0.4679298029022832 0.12414311000279017 -0.22345092433470268 -0.27529873076607198 leaf_weight=56 566 37 38 22 25 35 23 52 31 133043 31 28 27 51 leaf_count=56 566 37 38 22 25 35 23 52 31 133043 31 28 27 51 internal_value=0 0.000746728 0.000636823 0.000533327 -0.190486 0.000678967 0.000514875 0.147847 0.00105627 0.000438536 0.332447 -0.0190332 -0.100848 -0.322621 internal_weight=0 133958 133921 133883 102 133781 133632 149 83 133609 66 77 49 107 internal_count=134065 133958 133921 133883 102 133781 133632 149 83 133609 66 77 49 107 cat_boundaries=0 5 11 cat_threshold=0 0 4 0 131072 2148532224 262146 4096 65536 8256 32 is_linear=0 shrinkage=0.01 Tree=966 num_leaves=17 num_cat=4 split_feature=25 0 1 24 11 6 3 1 26 0 24 24 6 1 26 1 split_gain=119804 57458.7 36120.5 155548 58477 49930.2 89405.6 49499.5 169481 38669.8 75643.6 26798.8 24847.5 7698.65 5732.57 1577.68 threshold=0 1083.9006000000002 438.37500000000006 1 1.6842500000000002 783.48000000000013 1048.2900000000002 481.77300000000008 2022.5000000000002 311.36400000000009 2 3 1043.5418000000002 543.20000000000016 2022.5000000000002 789.60480000000007 decision_type=9 2 2 1 2 2 2 2 2 2 1 1 2 2 2 2 left_child=14 2 5 7 13 6 9 -4 -9 11 -11 -2 -7 -5 -1 -15 right_child=1 -3 3 4 -6 12 -8 8 -10 10 -12 -13 -14 15 -16 -17 leaf_value=-0.41909626224211288 -0.0092851921052189337 0.39475826160327809 0.85029673229564329 -0.096439611472581566 0.37693030405044553 0.4869200804925734 -0.51244247324326464 0.74906706898018371 -0.16126744829691372 0.12417241661949495 -0.18695644929357197 0.0027141253670551258 0.071973502790486366 -0.32197408255408788 -0.27254573609314714 -0.22761182993650436 leaf_weight=56 22357 37 22 38 20 31 34 43 39 103 266 110870 27 34 51 37 leaf_count=56 22357 37 22 38 20 31 34 43 39 103 266 110870 27 34 51 37 internal_value=0 0.000739317 0.000630511 0.125031 -0.111474 0.000413699 0.000286379 0.391465 0.316103 0.000416868 -0.101812 0.000700011 0.293755 -0.211316 -0.319395 -0.272799 internal_weight=0 133958 133921 233 129 133688 133630 104 82 133596 369 133227 58 109 107 71 internal_count=134065 133958 133921 233 129 133688 133630 104 82 133596 369 133227 58 109 107 71 cat_boundaries=0 5 6 7 8 cat_threshold=0 0 4 0 131072 3124 2368 2176 is_linear=0 shrinkage=0.01 Tree=967 num_leaves=15 num_cat=2 split_feature=25 0 2 3 2 1 9 26 11 25 1 3 26 26 split_gain=117420 56315.3 49430.1 35877.9 90501.6 31452.6 44341.5 38739.6 86958 31734.4 10365.4 9167.53 8864.81 5618.49 threshold=0 1083.9006000000002 1048.2900000000002 650.90000000000009 70.594335000000015 543.20000000000016 1037.4750000000001 2022.5000000000002 8.3822000000000028 1 789.60480000000007 1048.2900000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=13 2 3 5 11 6 9 10 -9 -2 -7 12 -5 -1 right_child=1 -3 -4 4 -6 7 -8 8 -10 -11 -12 -13 -14 -15 leaf_value=-0.41490530124732422 0.074492748973684172 0.39081066904841244 0.36123808509425109 0.049297244792634788 -0.70971651787757883 0.20875415202549527 0.43954273058020549 -0.21652027398478566 0.48134199582613435 0.0001065538799117932 0.45985554766270426 0.12711692946297784 -0.22112325346028364 -0.26982028320723889 leaf_weight=56 566 37 38 22 25 35 23 57 26 133043 31 28 27 51 leaf_count=56 566 37 38 22 25 35 23 57 26 133043 31 28 27 51 internal_value=0 0.000731872 0.000624154 0.000521801 -0.186955 0.000664741 0.000502833 0.145874 0.00208718 0.000427255 0.326696 -0.0172275 -0.09971 -0.316201 internal_weight=0 133958 133921 133883 102 133781 133632 149 83 133609 66 77 49 107 internal_count=134065 133958 133921 133883 102 133781 133632 149 83 133609 66 77 49 107 cat_boundaries=0 5 11 cat_threshold=0 0 4 0 131072 2148532224 262146 4096 65536 8256 32 is_linear=0 shrinkage=0.01 Tree=968 num_leaves=11 num_cat=2 split_feature=25 0 2 3 1 7 26 9 25 26 split_gain=115083 55194.6 48446.5 35207.6 26037.7 41259.5 57353.7 39427.6 28373.6 5506.68 threshold=0 1083.9006000000002 1048.2900000000002 1048.2900000000002 543.20000000000016 54.567500000000003 2022.5000000000002 1037.4750000000001 1 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 9 2 left_child=9 2 3 4 7 6 -6 8 -2 -1 right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11 leaf_value=-0.4107562434247562 0.070050964560295706 0.38690257355973529 0.35762566265306972 -0.30382743935835993 0.41930062607411417 -0.26843000267716971 -0.002728348145289208 0.39754561538696287 7.586346252293891e-05 -0.26712207724066345 leaf_weight=56 572 37 38 38 62 22 67 25 133097 51 leaf_count=56 572 37 38 38 62 22 67 25 133097 51 internal_value=0 0.000724609 0.000617969 0.000516639 0.000603046 0.131844 0.200107 0.000454817 0.000380549 -0.313039 internal_weight=0 133958 133921 133883 133845 151 129 133694 133669 107 internal_count=134065 133958 133921 133883 133845 151 129 133694 133669 107 cat_boundaries=0 5 11 cat_threshold=0 0 4 0 131072 2148532224 262146 4096 65536 8256 32 is_linear=0 shrinkage=0.01 Tree=969 num_leaves=15 num_cat=1 split_feature=25 0 2 3 2 11 4 13 3 9 11 3 26 26 split_gain=112793 54096.2 47482.4 34785.1 88698.3 30600.1 77604.1 27375.1 232013 39949.5 26836.4 9243.83 8678.64 5397.1 threshold=0 1083.9006000000002 1048.2900000000002 650.90000000000009 70.594335000000015 456.57400000000007 49.808750000000011 382.71220000000005 25.511000000000006 1037.4750000000001 549.10000000000002 1048.2900000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 2 3 5 11 7 10 9 -9 -2 -7 12 -5 -1 right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12 -13 -14 -15 leaf_value=-0.40664868418659483 0.00043756256345199107 0.38303353335406332 0.35404947381270563 0.048549334840341053 -0.70161507203578954 0.28499142308388986 0.7127758420081366 -0.034584633176976985 1.136307132050395 -0.43575697353907994 -0.071701770149397132 0.12888397897992815 -0.21901644591931946 -0.2644508533384286 leaf_weight=56 133512 37 38 22 25 31 21 110 20 21 66 28 27 51 leaf_count=56 133512 37 38 22 25 31 21 110 20 21 66 28 27 51 internal_value=0 0.000717415 0.000611841 0.000511525 -0.184088 0.000652271 0.161616 0.00051017 0.145553 0.000368965 0.042293 -0.0160598 -0.0988849 -0.309909 internal_weight=0 133958 133921 133883 102 133781 118 133663 130 133533 97 77 49 107 internal_count=134065 133958 133921 133883 102 133781 118 133663 130 133533 97 77 49 107 cat_boundaries=0 5 cat_threshold=0 0 4 0 131072 is_linear=0 shrinkage=0.01 Tree=970 num_leaves=17 num_cat=5 split_feature=25 0 22 24 2 25 25 1 7 25 1 2 1 26 26 2 split_gain=33207.5 37105.4 26986.1 25017.8 67389.3 52657.4 49748.6 66058.3 62134 46719.5 41164.2 28501.1 22273.9 20359.5 9255.67 3097.26 threshold=0 1083.9006000000002 240.05125000000004 1 1048.2900000000002 2 3 14.594500000000002 442.89500000000004 4 108.26750000000003 255.16525000000004 317.92500000000007 2022.5000000000002 2022.5000000000002 482.16800000000006 decision_type=9 2 2 1 2 9 9 2 2 9 2 2 2 2 2 2 left_child=14 2 3 5 6 11 7 -5 -8 13 -11 12 -2 -7 -1 -13 right_child=1 -3 -4 4 -6 9 8 -9 -10 10 -12 15 -14 -15 -16 -17 leaf_value=-0.091614607303373286 -0.038596784878561649 0.30472810697555541 -0.26633883708401729 0.073911210485702553 0.44726334431592157 0.33221670778592427 0.0009356130084825047 -0.23045146725972493 0.21249510172888531 -0.0053969689222668265 0.1711551025845951 -0.20309628159659252 -0.27030564555100034 0.070606062331442107 -0.2698194928602739 -0.35059048190712927 leaf_weight=62 3396 40 38 1449 34 60 109584 75 139 18703 133 35 42 59 55 24 leaf_count=62 3396 40 38 1449 34 60 109584 75 139 18703 133 35 42 59 55 24 internal_value=0 0.000202708 0.000111664 0.000187376 0.00213032 -0.00943937 0.00199447 0.0585486 0.00120351 -0.00285142 -0.00414814 -0.0450385 -0.0414274 0.186812 -0.161576 -0.263094 internal_weight=0 133811 133771 133733 111281 22452 111247 1524 109723 18955 18836 3497 3438 119 117 59 internal_count=133928 133811 133771 133733 111281 22452 111247 1524 109723 18955 18836 3497 3438 119 117 59 cat_boundaries=0 5 6 12 18 23 cat_threshold=0 0 262144 0 8192 136 2185281536 604110864 20564 1238896768 33607680 536870912 1048576 67502082 4100 25264128 167903232 8224 0 1025 0 0 2 is_linear=0 shrinkage=0.01 Tree=971 num_leaves=24 num_cat=5 split_feature=25 22 24 2 25 25 1 7 7 3 3 25 1 2 14 1 2 2 26 26 26 2 14 split_gain=32546.6 26467.2 24465.1 66021.9 52607.3 47637.9 64470.5 58894.2 55657.7 53811.5 50067.3 45704.8 40115.1 28163.4 23699.9 50868.6 22297.8 20810 19954.3 9071.48 3401.02 3055.8 2212.16 threshold=0 240.05125000000004 1 1048.2900000000002 2 3 14.880000000000004 650.90000000000009 1042.2668000000001 336.88000000000005 782.62500000000011 4 108.26750000000003 255.16525000000004 70.374715000000023 317.92500000000007 232.66575000000003 70.594335000000015 2022.5000000000002 2022.5000000000002 2022.5000000000002 482.16800000000006 236.25000000000003 decision_type=9 2 1 2 9 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=19 2 4 5 13 6 9 10 -9 -4 -7 18 16 14 15 -2 -13 -14 -6 -1 -8 -15 -16 right_child=1 -3 3 -5 11 7 20 8 -10 -11 -12 12 17 21 22 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.090698451726667351 -0.040595872128275381 -0.26367544807885823 0.079967731489584998 0.44279071274925685 0.32889453307787575 0.0009627289155900332 -0.30173858397347586 0.53297883272171021 -0.076160826981067659 -0.41839047410271385 0.3083911916880675 -0.0046756990065739473 0.11627530894781414 -0.20141091770595976 0.19411117547750473 -0.40384986987480753 -0.2471584776514455 0.46599554204940796 0.069900003287751797 -0.26712128010663116 -0.16595293638033745 -0.34708457842469215 0.074198505687713634 leaf_weight=62 3344 38 1430 34 60 109635 35 40 24 22 53 18662 114 36 40 39 38 20 59 55 39 24 25 leaf_count=62 3344 38 1430 34 60 109635 35 40 24 22 53 18662 114 36 40 39 38 20 59 55 39 24 25 internal_value=0 0.000200681 0.000275653 0.00219683 -0.00924218 0.00206241 0.0573674 0.0012881 0.304551 0.0724168 0.00111127 -0.00264815 -0.00393094 -0.0447596 -0.0411495 -0.0447835 -0.00516844 0.168472 0.184944 -0.15996 -0.230176 -0.25968 0.147991 internal_weight=0 133811 133773 111312 22461 111278 1526 109752 64 1452 109688 18953 18834 3508 3448 3383 18700 134 119 117 74 60 65 internal_count=133928 133811 133773 111312 22461 111278 1526 109752 64 1452 109688 18953 18834 3508 3448 3383 18700 134 119 117 74 60 65 cat_boundaries=0 5 6 12 18 23 cat_threshold=0 0 262144 0 8192 136 2185265152 604111376 20564 1238896768 33607680 536870912 1048576 67502082 4100 25264128 167903232 8224 0 1025 0 0 2 is_linear=0 shrinkage=0.01 Tree=972 num_leaves=23 num_cat=1 split_feature=22 0 4 24 5 2 4 4 0 26 11 9 3 3 8 0 4 4 11 4 11 4 split_gain=25910.6 25169.8 31836.1 66654.7 68578.1 57432.6 38097.5 30572.7 110460 29641.8 25160.9 24311.9 213716 184619 9079.62 22252.2 8754.38 7565.92 2181.37 905.544 347.759 90.1757 threshold=240.05125000000004 1083.9006000000002 293.48250000000002 0 109.52500000000002 255.16525000000004 400.30000000000007 232.66575000000003 55.667400000000008 2022.5000000000002 549.10000000000002 66.295378500000012 364.99000000000007 1048.2900000000002 21.034000000000002 15.577650000000002 779.31175000000019 255.30450000000005 756.4475000000001 255.30450000000005 650.90000000000009 337.69674000000003 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 5 6 14 21 10 9 17 11 13 -13 -1 15 -4 -8 -9 20 -11 -12 -5 right_child=-2 -3 3 4 -6 -7 16 8 -10 19 18 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=6.3632177208591e-06 -0.26103869482090597 0.24202237461888512 -0.14184630521254826 -0.060126269161701204 -0.48370598459243774 -0.71878628873825079 0.20104353473945097 0.089914602672352503 0.79724916089664799 -0.14895364443461101 -0.2004313443884963 0.026470072889010071 1.0205446648597718 -0.7845545272827148 0.025575856566429137 -0.49588668632507321 0.41479071078477087 0.31189179309776849 -0.12368260458896035 -0.076431403482953714 -0.25869617980718612 -0.086426246924833819 leaf_weight=131898 38 43 158 32 20 20 66 34 22 33 21 1276 22 30 24 20 27 28 38 36 20 22 leaf_count=131898 38 43 158 32 20 20 66 34 22 33 21 1276 22 30 24 20 27 28 38 36 20 22 internal_value=0 0.000122447 4.47333e-05 -0.0902896 0.06197 -0.19867 0.140427 0.000308038 0.141585 0.0314738 0.000145888 0.000251681 0.0433188 -0.000172043 -0.157008 -0.181626 0.263099 0.190162 -0.178265 -0.111116 -0.228853 -0.0708411 internal_weight=0 133890 133847 389 167 222 147 133458 153 131 133305 133226 1298 131928 202 178 93 62 79 69 41 54 internal_count=133928 133890 133847 389 167 222 147 133458 153 131 133305 133226 1298 131928 202 178 93 62 79 69 41 54 cat_boundaries=0 1 cat_threshold=2508 is_linear=0 shrinkage=0.01 Tree=973 num_leaves=25 num_cat=7 split_feature=25 0 4 24 5 13 4 4 0 26 24 25 2 25 24 25 6 0 26 26 4 4 4 4 split_gain=31888.5 35767.5 28514.9 61634.2 67213.4 67043.5 37339.4 30345.9 107913 29637.3 23539.1 50277.4 65708.4 47965 45794.6 42879.1 22565.5 31706.7 19578.6 8878.34 8580.17 6991.51 887.524 88.3813 threshold=0 1083.9006000000002 293.48250000000002 1 109.52500000000002 26.834000000000007 400.30000000000007 232.66575000000003 55.667400000000008 2022.5000000000002 2 3 1048.2900000000002 4 5 6 14.504490000000002 5.1150000000000011 2022.5000000000002 2022.5000000000002 779.31175000000019 255.30450000000005 255.30450000000005 337.69674000000003 decision_type=9 2 2 1 2 2 2 2 2 2 1 9 2 9 1 9 2 2 2 2 2 2 2 2 left_child=19 2 7 5 6 16 23 10 9 21 13 14 -13 18 -12 -15 17 -4 -2 -1 -8 -9 -11 -5 right_child=1 -3 3 4 -6 -7 20 8 -10 22 11 12 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.089822191538349277 0.32573628600438431 0.29918321943283083 -0.13225530406087638 -0.059524999633431434 -0.47886892652511598 -0.73502406551724397 0.19903311254400194 0.093933233636798286 0.78927665667100388 -0.14746410890059036 -0.055806750605877184 0.0015313670759954862 0.48602341413497924 -0.041246391084567638 0.16933014416262462 -0.0040458516987788712 0.15345744333189468 -0.55457044553756718 0.069191970602940703 -0.26435683857310904 0.41064280377493967 0.30877287609236581 -0.075667089902692372 -0.085561984127218077 leaf_weight=62 60 40 160 32 20 21 66 33 22 33 123 110385 28 3712 321 18540 23 20 59 55 27 28 36 22 leaf_count=62 60 40 160 32 20 21 66 33 22 33 123 110385 28 3712 321 18540 23 20 59 55 27 28 36 22 internal_value=0 0.000198166 0.000108779 -0.0851643 0.0613503 -0.18871 0.139023 0.000358754 0.141574 0.0319624 0.000197642 0.00208605 0.00165408 -0.00915701 0.107106 -0.0102673 -0.141491 -0.179179 0.183151 -0.158335 0.260468 0.192548 -0.110005 -0.0701327 internal_weight=0 133811 133771 391 167 224 147 133380 152 130 133228 110857 110413 22371 444 22252 203 180 119 117 93 61 69 54 internal_count=133928 133811 133771 391 167 224 147 133380 152 130 133228 110857 110413 22371 444 22252 203 180 119 117 93 61 69 54 cat_boundaries=0 5 6 7 13 18 19 25 cat_threshold=0 0 262144 0 8192 2508 136 0 262146 4 16875520 33685504 8224 0 1025 0 0 2 69 2185265152 604111376 20564 1238896768 33607681 536870912 is_linear=0 shrinkage=0.01 Tree=974 num_leaves=22 num_cat=2 split_feature=25 0 4 24 5 2 4 4 0 26 22 1 5 4 4 4 26 4 4 4 4 split_gain=31098.4 35053.8 27952.9 60407.6 65875.9 57736.5 36596.3 29738.5 105766 29047.5 28375.5 25689.4 24503.4 8666.06 10945.4 8409.42 7837.23 6852.38 1067.12 869.862 86.6226 threshold=0 1083.9006000000002 293.48250000000002 1 109.52500000000002 255.16525000000004 400.30000000000007 232.66575000000003 55.667400000000008 2022.5000000000002 240.05125000000004 1066.3056000000001 172.35100000000003 364.99000000000007 779.31175000000019 779.31175000000019 2022.5000000000002 255.30450000000005 317.92500000000007 255.30450000000005 337.69674000000003 decision_type=9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 2 7 5 6 13 20 10 9 17 11 12 -2 18 -15 -8 -1 -9 -4 -11 -5 right_child=1 -3 3 4 -6 -7 15 8 -10 19 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.086545844452721732 -0.0001054233114120503 0.29619142580032348 -0.18677432526712831 -0.058929754570126537 -0.47408023548126227 -0.70790865898132327 0.19704278110554727 0.092993901895754266 0.78138388221914112 -0.14598946903691146 -0.28864913418889049 0.28357967555522917 0.058634214704099408 -0.047831858769782541 -0.24835285237310709 0.40653636897051776 -0.24093739686473722 0.30568514236382077 -0.27187658189273461 -0.074910417960749737 -0.084706378416581588 leaf_weight=70 132433 40 23 32 20 20 66 33 22 33 34 32 714 103 37 27 62 28 41 36 22 leaf_count=70 132433 40 23 32 20 20 66 33 22 33 34 32 714 103 37 27 62 28 41 36 22 internal_value=0 0.000204394 0.000115894 -0.0843127 0.0607368 -0.186823 0.137633 0.000363422 0.140158 0.0316427 0.000203912 0.000277655 0.000209568 -0.144895 -0.100827 0.257864 -0.147861 0.190623 -0.241293 -0.108905 -0.0694313 internal_weight=0 133796 133756 391 167 224 147 133365 152 130 133213 133179 133147 204 140 93 132 61 64 69 54 internal_count=133928 133796 133756 391 167 224 147 133365 152 130 133213 133179 133147 204 140 93 132 61 64 69 54 cat_boundaries=0 6 7 cat_threshold=0 0 262144 0 8192 65536 2508 is_linear=0 shrinkage=0.01 Tree=975 num_leaves=12 num_cat=2 split_feature=4 2 3 25 25 3 0 4 3 0 3 split_gain=79203.4 62577.2 43233.4 64435.2 26231.2 48773.8 44522.8 40496.2 72976.9 38823.1 5249.37 threshold=1048.2900000000002 1048.2900000000002 1048.2900000000002 0 1 11.900350000000001 11.929500000000003 400.30000000000007 77.170100000000005 539.75000000000011 442.27000000000004 decision_type=2 2 2 9 9 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 -5 9 -9 -6 -7 right_child=-2 -3 -4 4 7 10 -8 8 -10 -11 -12 leaf_value=0.22367453649062519 -0.46247061789035798 -0.40024693293449204 0.35179276493617467 0.05046328611741973 -0.0005816568967753243 -0.14419056521521675 -0.144729046472689 0.048880344193557211 0.55191358069578811 -0.17619902205845667 -0.3183786254579371 leaf_weight=119 37 39 35 2340 131613 81 123 145 36 126 22 leaf_count=119 37 39 35 2340 131613 81 123 145 36 126 22 internal_value=0 0.000262533 0.000378545 0.00028717 7.28684e-05 0.0316765 0.0407156 -0.000544214 0.148931 -0.000749624 -0.181396 internal_weight=0 134679 134640 134605 134486 2566 2463 131920 181 131739 103 internal_count=134716 134679 134640 134605 134486 2566 2463 131920 181 131739 103 cat_boundaries=0 5 11 cat_threshold=0 2 0 0 139264 262144 262145 4 432570496 167776322 2105376 is_linear=0 shrinkage=0.01 Tree=976 num_leaves=10 num_cat=2 split_feature=4 2 5 3 25 26 4 25 26 split_gain=77627.3 61331.9 43544.9 66398.2 56752.2 54171.8 25681.5 25371.5 5788.87 threshold=1048.2900000000002 1048.2900000000002 1066.3056000000001 1048.2900000000002 0 2022.5000000000002 648.37500000000011 1 2022.5000000000002 decision_type=2 2 2 2 9 2 2 9 2 left_child=1 2 3 4 5 -1 7 -6 -8 right_child=-2 -3 -4 -5 6 -7 8 -9 -10 leaf_value=0.0088008987142684618 -0.45784591389668955 -0.39624448971870624 -0.34736899932225546 0.44232694008771112 0.022120008513686274 0.34829917233040997 0.28817572306184208 -0.00084412240301842353 0.10078222423791885 leaf_weight=94 37 39 36 34 4987 94 34 129329 32 leaf_count=94 37 39 36 34 4987 94 34 129329 32 internal_value=0 0.000260074 0.000374926 0.00046793 0.000356292 0.169532 0.000106991 1.00936e-05 0.197318 internal_weight=0 134679 134640 134604 134570 188 134382 134316 66 internal_count=134716 134679 134640 134604 134570 188 134382 134316 66 cat_boundaries=0 5 11 cat_threshold=0 2 4 0 8192 262144 262401 33554432 432570496 167909443 2105376 is_linear=0 shrinkage=0.01 Tree=977 num_leaves=12 num_cat=1 split_feature=4 2 5 3 4 24 5 0 6 11 2 split_gain=76082.5 60111.4 42678.4 65076.8 21858.4 107840 62326.4 45418.1 148842 32146.2 23703.5 threshold=1048.2900000000002 1048.2900000000002 1066.3056000000001 1048.2900000000002 400.30000000000007 0 6.3042000000000007 393.76511200000004 64.01100000000001 323.97600000000006 5.6142500000000011 decision_type=2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 3 4 7 10 -7 9 -9 -1 -6 right_child=-2 -3 -4 -5 5 6 -8 8 -10 -11 -12 leaf_value=0.00064868924113466056 -0.45326744890696297 -0.39228203431153907 -0.34389531541201807 0.43790361236123482 -0.22656413096797248 0.48063698158988472 -0.075899375743336148 -0.061293681637351001 -0.9372903710319882 -0.12467120545019293 0.12727620124816894 leaf_weight=133881 37 39 36 34 78 79 27 254 21 205 25 leaf_count=133881 37 39 36 34 78 79 27 254 21 205 25 internal_value=0 0.000257489 0.000371192 0.000463267 0.000352744 0.10254 0.309664 0.00019379 -0.128188 0.000457091 -0.128231 internal_weight=0 134679 134640 134604 134570 209 106 134361 275 134086 103 internal_count=134716 134679 134640 134604 134570 209 106 134361 275 134086 103 cat_boundaries=0 1 cat_threshold=2252 is_linear=0 shrinkage=0.01 Tree=978 num_leaves=10 num_cat=2 split_feature=4 2 5 3 25 26 25 3 4 split_gain=74568.5 58915.2 41829.1 63781.8 66246 85033.2 25200.8 47826.7 39286.2 threshold=1048.2900000000002 1048.2900000000002 1066.3056000000001 1048.2900000000002 0 2022.5000000000002 1 11.900350000000001 400.30000000000007 decision_type=2 2 2 2 9 2 9 2 2 left_child=1 2 3 4 5 -1 7 -6 -8 right_child=-2 -3 -4 -5 6 -7 8 -9 -10 leaf_value=0.00099227307334778803 -0.44873477299471165 -0.38835921165270681 -0.3404563586248292 0.43352459346546846 0.04009008706136933 0.54451173462957703 -0.00067146323816505936 -0.17985952557869328 0.14757639532398911 leaf_weight=63 37 39 36 34 2460 53 131712 103 179 leaf_count=63 37 39 36 34 2460 53 131712 103 179 internal_value=0 0.000254914 0.00036748 0.000458634 0.000349217 0.229537 0.000134404 0.0311295 -0.000470228 internal_weight=0 134679 134640 134604 134570 116 134454 2563 131891 internal_count=134716 134679 134640 134604 134570 116 134454 2563 131891 cat_boundaries=0 5 11 cat_threshold=0 2 0 0 139264 262144 262145 4 432570496 167776322 2105376 is_linear=0 shrinkage=0.01 Tree=979 num_leaves=10 num_cat=2 split_feature=4 2 5 3 25 26 4 25 26 split_gain=73084.5 57742.8 40996.7 62512.6 54765 52321 24490.3 24633.9 5641.46 threshold=1048.2900000000002 1048.2900000000002 1066.3056000000001 1048.2900000000002 0 2022.5000000000002 648.37500000000011 1 2022.5000000000002 decision_type=2 2 2 2 9 2 2 9 2 left_child=1 2 3 4 5 -1 7 -6 -8 right_child=-2 -3 -4 -5 6 -7 8 -9 -10 leaf_value=0.0085673978480886905 -0.44424742927422395 -0.38447559747940452 -0.33705179866817264 0.42918941329507271 0.017823531467113601 0.34221591640026011 0.28237736835199245 -0.0010229924296618505 0.097385204762686042 leaf_weight=94 37 39 36 34 7326 94 34 126990 32 leaf_count=94 37 39 36 34 7326 94 34 126990 32 internal_value=0 0.000252365 0.000363805 0.000454048 0.000345725 0.166533 0.000100829 6.20468e-06 0.192684 internal_weight=0 134679 134640 134604 134570 188 134382 134316 66 internal_count=134716 134679 134640 134604 134570 188 134382 134316 66 cat_boundaries=0 5 11 cat_threshold=0 2 4 0 8192 262144 2362625 33554432 432570496 172103747 6299697 is_linear=0 shrinkage=0.01 Tree=980 num_leaves=16 num_cat=3 split_feature=25 24 18 10 10 9 13 9 25 10 10 26 26 10 10 split_gain=87110.2 52902.5 33596.2 35525.3 41056.5 38212.2 38245.2 32697.2 27528.8 18293.2 6422.87 1032.99 657.625 322.374 154.884 threshold=0 1 678.28640000000007 638.18750000000011 362.49400000000003 1037.4750000000001 673.83140000000014 51.771250000000009 2 747.99000000000012 950.63250000000005 2022.5000000000002 2022.5000000000002 396.4661000000001 482.16800000000006 decision_type=9 1 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 12 3 4 5 6 8 13 -2 -5 -11 -3 -1 -6 -15 right_child=2 11 -4 9 7 -7 -8 -9 -10 10 -12 -13 -14 14 -16 leaf_value=0.041022362326675992 0.016109962021214563 -0.24964667292202222 0.38171246818874194 0.47250257605598089 -0.1446290023430534 0.43660819244384769 -0.27985530764472727 -0.55555560708045959 -0.0016709691969559758 0.0029602940132220585 0.23431268195311231 -0.29476325417214105 -0.0073185384472211207 -0.088747081974657582 -0.11761411866720986 leaf_weight=53 9352 102 23 21 23 20 49 20 124485 24 24 101 60 41 34 leaf_count=53 9352 102 23 21 23 20 49 20 124485 24 24 101 60 41 34 internal_value=0 -0.16411 -0.000446335 -0.000511918 -0.000628706 -0.000464405 -0.000529695 -0.187077 -0.000427429 0.226335 0.118636 -0.259319 0.0141063 -0.111877 -0.101833 internal_weight=0 316 134116 134093 134024 133906 133886 118 133837 69 48 203 113 98 75 internal_count=134432 316 134116 134093 134024 133906 133886 118 133837 69 48 203 113 98 75 cat_boundaries=0 5 6 12 cat_threshold=0 2 4 128 512 3082 38010880 537133121 1073750032 4052058144 155714 21045424 is_linear=0 shrinkage=0.01 Tree=981 num_leaves=15 num_cat=3 split_feature=25 0 18 3 26 25 2 0 12 0 19 25 26 26 split_gain=85376.7 74274.6 32904.7 27803.4 64322.8 29873.5 105089 43317.3 47386.6 47318.8 34666.1 2536.3 1279.08 44.4145 threshold=0 1083.9006000000002 678.28640000000007 782.62500000000011 2022.5000000000002 1 648.37500000000011 539.75000000000011 768.82675000000006 638.18750000000011 119.77250000000002 2 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 9 2 2 2 2 2 9 2 2 left_child=11 2 3 5 -5 6 10 8 -7 -9 -2 13 -13 -1 right_child=1 -3 -4 4 -6 7 -8 9 -10 -11 -12 12 -14 -15 leaf_value=-0.22283045368011181 0.015033708774712731 -0.42090463956197105 0.37789534485858417 -0.1900667935290507 0.41303347170352939 -0.0016205543985397205 0.70812647386030725 -0.51229294159833128 0.41735876723296117 -0.055390865171656894 0.42184613920393449 -0.09525442748599583 -0.14842199317046575 -0.23430996763706208 leaf_weight=65 8258 42 23 28 48 125545 22 34 27 68 21 90 91 70 leaf_count=65 8258 42 23 28 48 125545 22 34 27 68 21 90 91 70 internal_value=0 -0.000441861 -0.00031018 -0.000375071 0.190839 -0.000483541 0.0178782 -0.00169766 -0.00153047 -0.207692 0.0160656 -0.162469 -0.115598 -0.213005 internal_weight=0 134116 134074 134051 76 133975 8301 125674 125572 102 8279 316 181 135 internal_count=134432 134116 134074 134051 76 133975 8301 125674 125572 102 8279 316 181 135 cat_boundaries=0 5 11 14 cat_threshold=0 2 4 128 512 38010880 537133121 1073750032 4052062240 155714 21045408 0 2 4 is_linear=0 shrinkage=0.01 Tree=982 num_leaves=16 num_cat=2 split_feature=25 0 24 8 4 6 5 9 3 3 2 4 6 6 8 split_gain=83677.7 72796.5 52021.2 34831 94041.7 48817.8 171756 38418.7 409499 79661.7 64863.1 31870 17663.3 5798.97 880.361 threshold=0 1083.9006000000002 1 574.83500000000015 8.1130000000000013 545.08500000000015 80.262500000000017 370.88500000000005 232.66575000000003 1048.2900000000002 1048.2900000000002 25.530750000000008 783.48000000000013 17.041000000000007 808.31735000000015 decision_type=9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 -1 5 13 7 12 9 11 10 -2 -9 -7 14 -5 right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.022450803553956185 -0.00052722307753158993 -0.41669559524172828 -0.25142498353028403 0.041594601814235965 -0.77994968476749604 -0.13823094069957734 0.92081388748609105 -0.068596283203363417 1.4953461761474609 -0.47755974469866069 0.44287252830736562 0.33896998448805377 0.1388914610510287 -0.18694681607186794 -0.029332363916294915 leaf_weight=107 133585 42 209 35 21 46 26 150 20 35 33 22 46 20 35 leaf_count=107 133585 42 209 35 21 46 26 150 20 35 33 22 46 20 35 internal_value=0 -0.000437443 -0.160845 -0.000307078 -0.177376 -0.000160362 0.203149 -0.000339602 0.141015 -0.000542666 -0.000417715 -0.0164657 0.00033026 -0.0367751 0.00613112 internal_weight=0 134116 316 134074 111 133963 118 133845 192 133653 133618 172 92 90 70 internal_count=134432 134116 316 134074 111 133963 118 133845 192 133653 133618 172 92 90 70 cat_boundaries=0 5 6 cat_threshold=0 2 4 128 512 3090 is_linear=0 shrinkage=0.01 Tree=983 num_leaves=18 num_cat=2 split_feature=25 0 24 8 4 6 5 9 5 2 7 0 6 6 26 8 26 split_gain=82085.1 71347.9 51343.3 34137.9 92170.3 47846.3 168338 37654.2 245300 63608.1 55504.5 28997.6 17311.8 5683.57 993.159 862.842 637.298 threshold=0 1083.9006000000002 1 574.83500000000015 8.1130000000000013 545.08500000000015 80.262500000000017 370.88500000000005 109.52500000000002 1048.2900000000002 16.994000000000003 539.75000000000011 783.48000000000013 17.041000000000007 2022.5000000000002 808.31735000000015 2022.5000000000002 decision_type=9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 16 5 13 7 12 9 10 11 -9 -2 -7 15 -4 -5 -1 right_child=1 -3 14 4 -6 6 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.042644853333257279 -0.00051377487137512 -0.41252862975710913 -0.24349464762444592 0.041178655458348139 -0.77215018601644603 -0.13684863287469615 0.91160571538485013 0.11176448570357429 1.1878129110336304 0.43844380407622369 -0.32541593973701061 -0.16520215306326611 0.1375025367218515 -0.18507734759151936 -0.28773276369170386 -0.029039038583636285 -0.0049430959820747382 leaf_weight=53 133513 42 102 35 21 46 26 135 20 33 37 107 46 20 101 35 60 leaf_count=53 133513 42 102 35 21 46 26 135 20 33 37 107 46 20 101 35 60 internal_value=0 -0.000433068 -0.159306 -0.000304008 -0.175602 -0.000158758 0.201117 -0.000336206 0.139605 -0.000537239 0.0177199 -0.000645654 0.000326952 -0.0364073 -0.25304 0.00606981 0.0159642 internal_weight=0 134116 316 134074 111 133963 118 133845 192 133653 172 133620 92 90 203 70 113 internal_count=134432 134116 316 134074 111 133963 118 133845 192 133653 172 133620 92 90 203 70 113 cat_boundaries=0 5 6 cat_threshold=0 2 4 128 512 3082 is_linear=0 shrinkage=0.01 Tree=984 num_leaves=14 num_cat=2 split_feature=25 0 24 8 4 18 9 3 1 8 8 26 26 split_gain=80451.6 69928.1 50426.8 33458.5 90336.1 42936.6 38745.3 33776 36752.9 2227.63 1169.63 1119.48 284.136 threshold=0 1083.9006000000002 1 574.83500000000015 8.1130000000000013 678.28640000000007 1037.4750000000001 1048.2900000000002 438.37500000000006 675.58140000000014 808.31735000000015 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 2 2 2 2 2 2 2 2 2 2 left_child=2 3 12 5 9 6 7 8 -2 -5 -11 -4 -1 right_child=1 -3 11 4 -6 -7 -8 -9 -10 10 -12 -13 -14 leaf_value=0.041861241132605309 -0.00059834852424017748 -0.4084033530099051 -0.23543689370155335 -0.12622436273665655 -0.76442867806979597 0.46314707517623904 0.41939990303733132 0.29394917219113081 0.12592042829290681 0.04275343171148388 -0.041607738619758965 -0.28172515966778711 0.0092343484503882266 leaf_weight=51 133652 42 104 21 21 20 22 39 230 27 42 105 56 leaf_count=51 133652 42 104 21 21 20 22 39 230 27 42 105 56 internal_value=0 -0.000428738 -0.157713 -0.000300968 -0.173846 -0.00015717 -0.00022635 -0.000295284 -0.000380998 -0.0360433 -0.00859685 -0.246879 0.0226671 internal_weight=0 134116 316 134074 111 133963 133943 133921 133882 90 69 209 107 internal_count=134432 134116 316 134074 111 133963 133943 133921 133882 90 69 209 107 cat_boundaries=0 5 6 cat_threshold=0 2 4 128 512 3090 is_linear=0 shrinkage=0.01 Tree=985 num_leaves=20 num_cat=2 split_feature=3 25 25 4 1 0 7 3 1 13 13 1 12 3 4 1 1 1 1 split_gain=123441 47283.4 43896.6 65475.2 54017.7 40243.6 38804.6 37634.2 94982.8 34147.9 30030.5 68124.9 29895.5 19147 10080.8 4760.79 2279.63 1278.25 226.697 threshold=1048.2900000000002 0 1 779.31175000000019 11.940750000000001 478.01250000000005 260.88220000000007 400.30000000000007 79.732000000000014 11.917500000000002 465.60925000000003 8.0402250000000013 650.90000000000009 442.27000000000004 1048.2900000000002 293.71100000000007 224.64000000000001 481.77300000000008 161.54175000000006 decision_type=2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 7 5 6 9 10 13 -3 12 -12 -4 -9 -5 16 18 -17 -6 right_child=-2 2 3 14 15 -7 -8 8 -10 -11 11 -13 -14 -15 -16 17 -18 -19 -20 leaf_value=-0.16937924484050637 -0.55580339384078981 0.07460097674657773 -0.00087974654253721062 0.19992107946208368 -0.20318376665529997 -0.31307961299501619 -0.28332923777401448 -0.26446495415835547 -0.60403840427597366 -0.18270040865214365 0.37444054194565474 -0.26871714840764588 0.2569130339754952 0.02095622611382315 0.45916047135988869 -0.042054041671752931 -0.30812946682884579 -0.1431776300430298 -0.15773984545753117 leaf_weight=155 40 1925 131555 30 23 29 32 29 36 53 58 23 45 124 30 25 21 25 21 leaf_count=155 40 1925 131555 30 23 29 32 29 36 53 58 23 45 124 30 25 21 25 21 internal_value=0 -0.00020067 7.53113e-06 -0.000725184 0.0446814 0.0567817 0.062118 -0.000875508 -0.141885 0.0677067 -0.000673118 0.191816 -0.000791596 -0.0331432 0.329541 -0.165976 -0.222407 -0.0926158 -0.181495 internal_weight=0 134239 134084 131930 2154 2039 2010 131870 189 1978 131681 81 131600 153 60 115 65 50 44 internal_count=134279 134239 134084 131930 2154 2039 2010 131870 189 1978 131681 81 131600 153 60 115 65 50 44 cat_boundaries=0 5 11 cat_threshold=0 262146 0 32768 131072 1048576 131072 4100 419496064 33567296 8224 is_linear=0 shrinkage=0.01 Tree=986 num_leaves=21 num_cat=5 split_feature=3 25 25 24 25 0 0 2 25 10 10 9 9 0 26 10 26 26 2 26 split_gain=120984 46399.2 43023 96208.8 118676 78492.3 58661.7 42653.8 40252 32243.2 30773.6 47250.9 37242.5 25979.2 7357.78 5528.22 4877.04 3752.47 2023.37 331.281 threshold=1048.2900000000002 0 1 2 3 144.79006000000001 311.36400000000009 11.916000000000002 4 747.99000000000012 362.49400000000003 39.187000000000005 1037.4750000000001 1083.9006000000002 2022.5000000000002 482.16800000000006 2022.5000000000002 2022.5000000000002 364.63500000000005 2022.5000000000002 decision_type=2 9 9 1 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 3 4 5 14 7 8 -5 10 12 15 13 -4 -3 -12 -1 -6 -9 -8 right_child=-2 2 9 6 17 -7 19 18 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=-0.12430088758468628 -0.55024536228179932 0.19632468501223796 -0.00080298191503900402 -0.028302295750465944 0.0050378382546561106 0.89046923351287843 -0.3683815956115723 -0.24151887947658324 0.075434705302914948 0.28315445489808916 -0.11968230018392205 -0.53817517125549219 0.4017043831037439 0.26421363108866924 0.29377964399362866 0.036586005164212301 -0.23654622435569764 -0.081943577832364028 -0.13874604482700428 -0.31542411592271591 leaf_weight=80 40 158 131710 680 105 20 21 53 814 40 56 26 23 37 152 38 75 94 30 27 leaf_count=80 40 158 131710 680 105 20 21 53 814 40 56 26 23 37 152 38 75 94 30 27 internal_value=0 -0.000198789 7.45577e-06 0.0442346 0.160129 0.274951 0.00575796 0.0162757 0.0285339 -0.000717932 -0.00080408 -0.160871 -0.000658311 -0.000728554 0.244109 -0.05651 -0.167788 -0.034324 -0.204372 -0.338593 internal_weight=0 134239 134084 2154 529 330 1625 1577 1494 131930 131890 120 131770 131747 310 94 155 199 83 48 internal_count=134279 134239 134084 2154 529 330 1625 1577 1494 131930 131890 120 131770 131747 310 94 155 199 83 48 cat_boundaries=0 5 11 12 17 21 cat_threshold=0 262146 0 32768 131072 1048576 131072 4100 419496064 33567296 8224 580 0 131072 4096 402653184 8192 0 131072 0 402653184 is_linear=0 shrinkage=0.01 Tree=987 num_leaves=23 num_cat=5 split_feature=3 25 25 24 25 0 4 0 2 25 3 1 13 1 12 3 26 26 26 26 2 26 split_gain=118577 45475.9 42171 94290.7 116314 76930.3 64120.2 57495.3 41806.2 39461.2 36860.8 93050.4 29394.7 66768.9 29293.1 18739.1 15002.6 7211.36 4779.98 3677.79 1983.11 324.688 threshold=1048.2900000000002 0 1 2 3 144.79006000000001 779.31175000000019 311.36400000000009 11.916000000000002 4 400.30000000000007 79.732000000000014 465.60925000000003 8.0402250000000013 650.90000000000009 442.27000000000004 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 364.63500000000005 2022.5000000000002 decision_type=2 9 9 1 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 18 3 4 5 17 10 8 9 -5 12 15 14 -14 -4 -12 -8 -3 -1 -6 -10 -9 right_child=-2 2 6 7 19 -7 16 21 20 -11 11 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.12305788159370423 -0.54474290323257446 0.19436142643795737 -0.00086368827500254476 -0.028023372748623727 0.0049874646323067803 0.88156451797485347 0.10249358570575715 -0.36469778060913088 -0.23910368982351052 0.07468951338884032 -0.26162697594741297 -0.59784070419768487 0.37057936483416065 -0.2661453992128372 0.25431879852877726 0.02073745873125811 0.43793318942934278 0.29084184828557463 -0.23418076194127402 -0.081124144513556304 -0.13735858435432116 -0.31226987202962236 leaf_weight=80 40 158 131555 680 105 20 20 21 53 814 29 36 58 23 45 124 40 152 75 94 30 27 leaf_count=80 40 158 131555 680 105 20 20 21 53 814 29 36 58 23 45 124 40 152 75 94 30 27 internal_value=0 -0.000196766 7.41644e-06 0.0437945 0.158528 0.272201 -0.000710753 0.00570327 0.0161159 0.0282517 -0.000859512 -0.140413 -0.000659214 0.189781 -0.00077643 -0.0327826 0.32612 0.241668 -0.16611 -0.0339808 -0.202328 -0.335207 internal_weight=0 134239 134084 2154 529 330 131930 1625 1577 1494 131870 189 131681 81 131600 153 60 310 155 199 83 48 internal_count=134279 134239 134084 2154 529 330 131930 1625 1577 1494 131870 189 131681 81 131600 153 60 310 155 199 83 48 cat_boundaries=0 5 11 12 17 21 cat_threshold=0 262146 0 32768 131072 1048576 131072 4100 419496064 33567296 8224 580 0 131072 4096 402653184 8192 0 131072 0 402653184 is_linear=0 shrinkage=0.01 Tree=988 num_leaves=19 num_cat=6 split_feature=3 25 25 24 1 25 24 25 10 10 3 6 12 0 6 10 1 6 split_gain=116217 44571 41335.8 92867.9 46956.3 48428.8 50124.1 34519.8 31506.4 30201.2 46505.8 28121.7 29222.4 24282 19727.2 6883.6 2989.21 1921.62 threshold=1048.2900000000002 0 1 2 11.940750000000001 3 4 5 747.99000000000012 362.49400000000003 35.375000000000007 783.48000000000013 141.38400000000001 311.36400000000009 246.64950000000002 543.20000000000016 336.69250000000005 1043.5418000000002 decision_type=2 9 9 1 2 9 1 9 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 -3 -7 -5 9 11 15 12 -4 14 -9 -11 -6 -13 right_child=-2 2 8 7 16 6 -8 13 -10 10 -12 17 -14 -15 -16 -17 -18 -19 leaf_value=-0.16444912745735862 -0.53929548692703255 -0.059340761021331505 -0.00085409338645220021 0.11262024738439699 -0.25513021128518243 0.25840919137001039 0.093862746593199292 -0.043091468241865237 0.27990672126971183 -0.12367419088340324 -0.58679563596135098 -0.18946049094200135 0.074621284116819078 -0.30758414829478542 0.24750902613004047 0.057768787314494453 -0.10127215095188306 -0.3204462936946324 leaf_weight=155 40 125 131210 154 28 292 598 876 40 69 21 24 515 34 24 30 23 21 leaf_count=155 40 125 131210 154 28 292 598 876 40 69 21 24 515 34 24 30 23 21 internal_value=0 -0.000194764 7.37704e-06 0.0433587 0.109316 0.125219 0.15012 -0.0216722 -0.000703645 -0.000788803 -0.15936 -0.000644396 -0.00055901 -0.0447731 -0.0353421 -0.0686915 -0.185743 -0.250587 internal_weight=0 134239 134084 2154 1066 1015 890 1088 131930 131890 120 131770 131725 934 900 99 51 45 internal_count=134279 134239 134084 2154 1066 1015 890 1088 131930 131890 120 131770 131725 934 900 99 51 45 cat_boundaries=0 5 11 12 18 19 25 cat_threshold=0 262146 0 32768 131072 1048576 131072 4100 419496064 33567296 8224 869 0 0 0 0 4160 8224 576 0 0 0 0 12288 32 is_linear=0 shrinkage=0.01 Tree=989 num_leaves=22 num_cat=8 split_feature=3 25 25 24 25 4 25 24 1 6 3 1 4 25 12 7 13 0 0 24 4 split_gain=113905 43737.7 40679.4 79234.5 77009.2 62837.2 55080.1 58539.9 54582.2 48019.9 39788.5 88578.8 35433.2 35035.8 28240.8 185126 33497.9 18148.3 17720.2 16416.4 9862.37 threshold=1048.2900000000002 0 1 2 3 779.31175000000019 4 5 18.725000000000005 93.171250000000015 400.30000000000007 79.732000000000014 93.927000000000007 6 141.38400000000001 318.53250000000008 557.40000000000009 255.30450000000005 45.662525000000009 7 1048.2900000000002 decision_type=2 9 9 1 9 2 9 1 2 2 2 2 2 9 2 2 2 2 2 1 2 left_child=1 -1 3 4 19 10 9 -8 12 17 14 18 -6 -9 16 -16 -4 -5 -12 -3 -7 right_child=-2 2 5 6 8 20 7 13 -10 -11 11 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 leaf_value=-0.16290429898464318 -0.53390253877639771 0.067879032540110365 -0.00097152549284694218 -0.070025147372095684 0.20325991458021186 0.19468730404973031 0.25424002569693105 -0.12960637011835652 -0.20411569237709046 0.34918850227638532 -0.086724423393051128 -0.59155537985265261 0.60535141405851944 0.085175234039827269 0.034309889638027335 0.99231971828710475 0.27818369582641955 -0.33021865299769809 0.20833172023296356 -0.092524040425383799 0.45110318247477216 leaf_weight=155 40 103 131384 629 465 30 125 114 32 27 134 36 23 186 511 21 43 28 24 139 30 leaf_count=155 40 103 131384 629 465 30 125 114 32 27 134 36 23 186 511 21 43 28 24 139 30 internal_value=0 -0.000192637 7.60563e-06 0.0461846 0.124082 -0.000649307 -0.00796988 0.0803346 0.192278 -0.0632044 -0.000796252 -0.143903 0.222211 0.00201018 -0.000585863 0.0721261 -0.000880192 -0.0811141 -0.0419058 -0.0242689 0.322895 internal_weight=0 134239 134084 1871 762 132213 1109 425 520 684 132153 194 488 300 131959 532 131427 657 158 242 60 internal_count=134279 134239 134084 1871 762 132213 1109 425 520 684 132153 194 488 300 131959 532 131427 657 158 242 60 cat_boundaries=0 5 11 12 18 23 24 28 29 cat_threshold=0 262146 0 32768 131072 1048576 131072 4100 151060608 33567296 8224 837 0 0 4 65664 33558592 32 1048576 131072 4096 150994944 512 1056 0 0 4 65664 768 is_linear=0 shrinkage=0.01 Tree=990 num_leaves=19 num_cat=3 split_feature=18 1 3 25 14 7 3 4 0 26 1 24 25 14 26 26 14 26 split_gain=44264.2 43526.5 43093.4 34004 33371.6 46751.1 32407.3 29717.2 37972.4 22425.8 18899.8 14437.5 16011.9 7909.42 1217.43 322.222 70.6223 6.75732 threshold=751.80750000000012 650.90000000000009 12.987 0 449.47000000000008 16.142500000000002 1048.2900000000002 1048.2900000000002 539.75000000000011 2022.5000000000002 1066.3056000000001 1 2 751.80750000000012 2022.5000000000002 2022.5000000000002 549.10000000000002 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 1 9 2 2 2 2 2 left_child=1 3 9 11 6 13 7 8 -5 -3 -11 12 14 16 -1 -13 -6 -14 right_child=-2 2 -4 4 5 -7 -8 -9 -10 10 -12 15 17 -15 -16 -17 -18 -19 leaf_value=0.081912207959303221 0.47060050487518312 0.054238676365385666 -0.61355059897899633 0.00076282309373696766 -0.13420655261725187 -0.61558791792392731 0.31892243742942811 0.32639672790254864 -0.1568665006737304 -0.083353908215799632 -0.4616926110309103 -0.15504326979976055 -0.11881916967092776 0.069010581110532473 0.020679250596061585 -0.131818964905658 -0.15778246236344179 -0.12387245429645885 leaf_weight=67 20 47 20 133378 27 20 32 28 153 31 23 121 51 26 63 118 24 55 leaf_count=67 20 47 20 133378 27 20 32 28 153 31 23 121 51 26 63 118 24 55 internal_value=0 0.000117949 -0.18946 0.000288927 0.000592081 -0.184823 0.000726755 0.000650517 0.000582211 -0.105482 -0.244498 -0.0832922 -0.024723 -0.0729361 0.0485065 -0.137811 -0.145301 -0.110972 internal_weight=0 134284 121 134163 133688 97 133591 133559 133531 101 54 475 236 77 130 239 51 106 internal_count=134304 134284 121 134163 133688 97 133591 133559 133531 101 54 475 236 77 130 239 51 106 cat_boundaries=0 6 7 11 cat_threshold=0 262146 0 268468224 2048 32 2680 0 0 0 268435456 is_linear=0 shrinkage=0.01 Tree=991 num_leaves=16 num_cat=3 split_feature=18 1 2 2 25 5 5 0 13 0 24 25 1 1 5 split_gain=43383.3 42660.3 85071.5 50242.4 33246.7 33575.4 50381.8 81283.4 35171 17172.2 14278.5 10914.8 2695.29 6438.58 1645.92 threshold=751.80750000000012 650.90000000000009 113.52003750000002 1048.2900000000002 0 783.48000000000013 366.02500000000003 79.448400000000007 465.60925000000003 60.461000000000006 1 2 789.60480000000007 1066.3056000000001 1066.3056000000001 decision_type=2 2 2 2 9 2 2 2 2 2 1 9 2 2 2 left_child=1 3 9 4 10 6 8 -8 -6 12 11 -1 -3 -14 -7 right_child=-2 2 -4 -5 5 14 7 -9 -10 -11 -12 -13 13 -15 -16 leaf_value=0.03529869012429681 0.46589447569847109 -0.052787410771405252 -0.78342674985527994 0.37381627347734236 0.00046665773417242776 0.18111857247884786 -0.08959270331348422 -0.75179286911374055 0.19821720023784373 0.19283587408065794 -0.1373436194997493 -0.095885836405631836 -0.28434888649869849 -0.065961117987279536 0.28205924546718597 leaf_weight=132 20 27 20 36 133318 35 158 21 90 20 236 107 27 27 30 leaf_count=132 20 27 20 36 133318 35 158 21 90 20 236 107 27 27 30 internal_value=0 0.000116769 -0.187566 0.000286038 0.000185781 0.000485636 0.000375112 -0.167281 0.000600065 -0.0695734 -0.0824593 -0.0249246 -0.134366 -0.175155 0.227707 internal_weight=0 134284 121 134163 134127 133652 133587 179 133408 101 475 239 81 54 65 internal_count=134304 134284 121 134163 134127 133652 133587 179 133408 101 475 239 81 54 65 cat_boundaries=0 6 7 11 cat_threshold=0 262146 0 268468224 2048 32 2904 0 0 0 268435456 is_linear=0 shrinkage=0.01 Tree=992 num_leaves=24 num_cat=3 split_feature=18 5 3 24 2 5 25 13 9 9 24 4 26 10 26 5 2 5 5 13 26 26 5 split_gain=42520 34747.2 124619 71085.1 69197.8 58423.3 37347.3 37881.7 197216 35111.3 28407.6 22514.2 21123.7 20840.3 20628.1 14819.4 7447.77 5853.02 2319.22 1905.5 853.902 403.09 232.776 threshold=751.80750000000012 293.27220000000005 316.16700000000009 0 1048.2900000000002 401.66700000000003 1 465.60925000000003 1037.4750000000001 370.88500000000005 2 78.331000000000003 2022.5000000000002 3.4897000000000005 2022.5000000000002 650.90000000000009 3.5063000000000004 336.69250000000005 783.48000000000013 673.83140000000014 2022.5000000000002 2022.5000000000002 401.66700000000003 decision_type=2 2 2 1 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 5 6 17 10 8 9 -8 21 14 -7 19 22 -14 -13 -3 -16 -9 -12 -1 -5 right_child=-2 2 -4 11 -6 12 7 13 -10 -11 20 16 15 -15 18 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.057432991243758294 0.461235524892807 -0.17597451633022679 -0.80916418889294506 0.070265782455292844 0.44497009876796179 0.57828853530883795 0.00036622233592213015 0.33737105073155582 -0.96861275071189512 0.14502429966238284 -0.19026045642981007 -0.51157371556758879 0.023310512474605014 -0.05886295186436695 -0.20383684665779583 0.39899275518599014 -0.23866760396957395 0.019961164792378742 -0.094779862867047399 0.2328518691365466 -0.15178999185562134 0.017851068973541259 0.02906715381424874 leaf_weight=53 20 31 23 24 35 25 133258 37 21 168 119 20 21 23 104 21 20 30 24 33 112 50 32 leaf_count=53 20 31 23 24 35 25 133258 37 21 168 119 20 21 23 104 21 20 30 24 33 112 50 32 internal_value=0 0.000115454 -0.0960096 -0.0494115 0.000384644 0.133835 0.000268411 0.000536415 0.000395852 0.000548365 -0.103794 -0.153257 0.348143 0.20229 -0.113354 0.211152 -0.375121 -0.0796127 -0.183389 0.288098 -0.164487 0.0348363 0.0467237 internal_weight=0 134284 375 352 133909 128 133874 133540 133447 133426 334 224 67 93 184 42 40 61 128 70 231 103 56 internal_count=134304 134284 375 352 133909 128 133874 133540 133447 133426 334 224 67 93 184 42 40 61 128 70 231 103 56 cat_boundaries=0 1 5 6 cat_threshold=833 0 262146 0 268435456 2152 is_linear=0 shrinkage=0.01 Tree=993 num_leaves=19 num_cat=3 split_feature=1 2 2 18 25 5 5 0 1 26 0 24 25 26 5 26 26 26 split_gain=41761.9 83407.1 48136.6 41661.2 32384.3 32788.1 48683.4 79243.2 32408.1 23852.8 16795 13306.2 10722 6883.95 3594.18 2402.25 497.041 16.6824 threshold=650.90000000000009 113.52003750000002 1048.2900000000002 751.80750000000012 0 783.48000000000013 366.02500000000003 79.448400000000007 317.92500000000007 2022.5000000000002 60.461000000000006 1 2 2022.5000000000002 1066.3056000000001 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 9 2 2 2 2 2 2 1 9 2 2 2 2 2 left_child=2 10 3 4 11 6 8 -8 -6 -7 13 12 15 -2 -11 -1 -13 -14 right_child=1 -3 -4 -5 5 9 7 -9 -10 14 -12 16 17 -15 -16 -17 -18 -19 leaf_value=0.079698451406815474 -0.034691866510792785 -0.77551657535135743 0.36596824301613701 0.4566231837272644 0.00081555565275358787 -0.042789572531526744 -0.087723032144617435 -0.74155996731349405 -0.11051216425103995 0.44730237991913507 0.19083049011230468 -0.15122479904082514 -0.10398347055702878 -0.21942097515907399 0.26400542736053467 -0.0056609162688255315 -0.12279505708178537 -0.096365727761696135 leaf_weight=68 38 20 36 20 133128 22 158 21 262 23 20 124 57 43 20 64 122 58 leaf_count=68 38 20 36 20 133128 22 158 21 262 23 20 124 57 43 20 64 122 58 internal_value=0 -0.185513 0.000349733 0.000251614 0.000183564 0.000484966 0.000375732 -0.16443 0.00059689 0.225026 -0.068681 -0.0799045 -0.0251326 -0.132758 0.362048 0.0356141 -0.131769 -0.0921302 internal_weight=0 121 134183 134147 134127 133634 133569 179 133390 65 101 493 247 81 43 132 246 115 internal_count=134304 121 134183 134147 134127 133634 133569 179 133390 65 101 493 247 81 43 132 246 115 cat_boundaries=0 6 7 11 cat_threshold=0 262146 0 805339136 2048 32 2904 0 0 0 268435456 is_linear=0 shrinkage=0.01 Tree=994 num_leaves=20 num_cat=5 split_feature=1 2 2 25 14 2 2 0 25 3 25 0 24 25 14 3 1 1 14 split_gain=40930.8 81747.2 47178.7 31793.8 34335.4 77524.6 35342.1 329848 182004 34873.5 43117.3 16460.8 13041.4 10508.6 5694.66 5253.19 2668.87 6345.17 132.676 threshold=650.90000000000009 113.52003750000002 1048.2900000000002 0 449.47000000000008 139.99850000000004 155.87100000000004 311.36400000000009 1 782.62500000000011 2 60.461000000000006 3 4 751.80750000000012 1048.2900000000002 789.60480000000007 1066.3056000000001 549.10000000000002 decision_type=2 2 2 9 2 2 2 2 9 2 9 2 1 9 2 2 2 2 2 left_child=2 11 3 12 6 14 9 8 -8 10 -5 16 13 -1 18 -11 -2 -18 -6 right_child=1 -3 -4 4 5 -7 7 -9 -10 15 -12 -13 -14 -15 -16 -17 17 -19 -20 leaf_value=0.035257914099894781 -0.050252756012810602 -0.76776141020655631 0.36230856074227225 0.067776227479527704 -0.086081462550163274 -0.74200544947385794 0.25341205218259027 1.0763822377881698 -0.061409498122319051 -0.15596605650583903 -0.00012043316036137888 0.18892218255996704 -0.13045134192798286 -0.091208857555389419 0.080267899298667914 -0.34823382766158495 -0.28041804677910276 -0.063620302908950391 -0.1177760877779552 leaf_weight=132 27 20 36 932 25 20 245 31 648 30 131643 20 246 115 25 27 27 27 28 leaf_count=132 27 20 36 932 25 20 245 31 648 30 131643 20 246 115 25 27 27 27 28 internal_value=0 -0.183658 0.000346235 0.000249098 0.000547685 -0.186563 0.000685023 0.0623165 0.0271138 0.000255659 0.000361982 -0.0679942 -0.0791054 -0.0248813 -0.0441419 -0.24704 -0.13143 -0.172019 -0.102826 internal_weight=0 121 134183 134147 133654 98 133556 924 893 132632 132575 101 493 247 78 57 81 54 53 internal_count=134304 121 134183 134147 133654 98 133556 924 893 132632 132575 101 493 247 78 57 81 54 53 cat_boundaries=0 6 11 16 17 21 cat_threshold=0 262146 0 805339136 2048 32 16384 1184032 3072 4194304 16385 0 0 4100 151060608 139840 2904 0 0 0 268435456 is_linear=0 shrinkage=0.01 Tree=995 num_leaves=21 num_cat=1 split_feature=10 6 2 2 9 0 4 0 7 25 8 0 26 0 10 7 6 6 10 6 split_gain=40951.3 49416.2 36849.7 39926.1 125240 57361.5 276038 55864.4 45818.9 41142.9 33246.9 18605.4 21795.6 14953.3 13593.1 10424.5 3244.15 4631.11 1758.67 31.7714 threshold=638.18750000000011 483.07500000000005 1048.2900000000002 440.18000000000006 15.764500000000002 430.17000000000002 78.331000000000003 782.62500000000011 650.90000000000009 0 50.5045 87.065000000000012 2022.5000000000002 32.931500000000007 747.99000000000012 783.48000000000013 545.08500000000015 650.90000000000009 950.63250000000005 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 11 8 7 -7 9 -1 13 12 -5 16 -2 -10 -3 -18 -16 -19 right_child=14 10 -4 4 -6 6 -8 -9 15 -11 -12 -13 -14 -15 18 -17 17 19 -20 -21 leaf_value=0.06910773413482113 0.4548887264160883 -0.073611451773239037 0.31583826812537941 0.096471133993731611 -0.8919848192930222 0.14607289143510768 1.1276960119834312 -0.20019253162776721 0.39163084451357527 -0.00044409777781960225 -0.55966008067131046 -0.31030542144775392 -0.14265196967766516 0.12967952919006348 0.08443116849796338 0.15097827098104691 -0.32657842533929005 -0.14603102912073551 0.20487852379127783 -0.1607152924886564 leaf_weight=846 21 28 37 81 20 148 26 68 30 132535 20 25 72 20 22 45 21 23 27 41 leaf_count=846 21 28 37 81 20 148 26 68 30 132535 20 25 72 20 22 45 21 23 27 41 internal_value=0 9.19336e-05 0.000297118 0.000209923 -0.141687 0.000420066 0.154239 0.0370634 0.000141142 2.19882e-06 -0.179522 -0.0573844 -0.0160574 -0.122359 0.242027 0.247239 -0.166967 -0.19772 0.1508 -0.155438 internal_weight=0 134086 133933 133896 198 133698 242 216 133456 133381 153 178 153 133 70 75 113 85 49 64 internal_count=134156 134086 133933 133896 198 133698 242 216 133456 133381 153 178 153 133 70 75 113 85 49 64 cat_boundaries=0 6 cat_threshold=2147483648 262147 0 151027840 139776 8192 is_linear=0 shrinkage=0.01 Tree=996 num_leaves=18 num_cat=0 split_feature=10 6 5 10 3 4 17 0 0 0 10 6 8 6 10 10 10 split_gain=40136.4 48432.8 39351.7 36709 59320.7 39696 38554.6 38022.2 33105.1 26142.5 13322.6 10538.8 5066.05 3474.61 1723.68 727.339 361.275 threshold=638.18750000000011 483.07500000000005 93.807500000000019 362.49400000000003 24.313000000000002 1048.2900000000002 577.6975000000001 1083.9006000000002 430.17000000000002 32.931500000000007 747.99000000000012 1043.5418000000002 8.3312500000000025 650.90000000000009 950.63250000000005 482.16800000000006 396.4661000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 5 12 6 7 8 -1 11 -2 13 15 -3 -12 16 -5 right_child=10 2 -4 4 -6 -7 -8 -9 -10 -11 14 -13 -14 -15 -16 -17 -18 leaf_value=0.00035415293189091783 0.45033985864548454 -0.28119447791860219 -0.52417625334389784 -0.032867517730464105 -0.66953320431709284 0.38385155492358736 -0.34668702200055124 -0.31581416330839462 0.12630870522494522 0.21859903971354169 0.083586846373297941 0.03863023293018341 -0.21971269226074219 -0.15331412991812063 0.20282974137200249 -0.002319101195397048 -0.083886866535459251 leaf_weight=133500 21 42 27 23 20 27 32 38 209 21 22 20 20 43 27 29 35 leaf_count=133500 21 42 27 23 20 27 32 38 209 21 22 20 20 43 27 29 35 internal_value=0 9.10654e-05 -0.177727 0.000294198 -0.169639 0.000455488 0.000378109 0.000461147 0.000551032 -0.103488 0.239606 -0.167905 -0.0762009 -0.216502 0.149292 -0.0432097 -0.0636551 internal_weight=0 134086 153 133933 127 133806 133779 133747 133709 126 70 105 107 85 49 87 58 internal_count=134156 134086 153 133933 127 133806 133779 133747 133709 126 70 105 107 85 49 87 58 is_linear=0 shrinkage=0.01 Tree=997 num_leaves=21 num_cat=1 split_feature=10 6 2 2 9 9 3 3 4 25 26 8 0 26 0 10 6 6 10 6 split_gain=39337.7 47469 36104.1 39114.9 122642 56409.4 456235 174664 85263.8 44064.9 38055.7 32715.8 18252.6 21356.4 14396.1 13057.5 3246.17 4454.46 1689.37 35.3043 threshold=638.18750000000011 483.07500000000005 1048.2900000000002 440.18000000000006 15.764500000000002 370.88500000000005 155.97750000000002 782.62500000000011 1.1950000000000003 0 2022.5000000000002 50.5045 87.065000000000012 2022.5000000000002 32.931500000000007 747.99000000000012 545.08500000000015 650.90000000000009 950.63250000000005 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 12 7 8 9 -7 -1 -9 14 13 -5 16 -2 -3 -18 -17 -19 right_child=15 11 -4 4 -6 6 -8 10 -10 -11 -12 -13 -14 -15 -16 18 17 19 -20 -21 leaf_value=0.070866285735517412 0.44583644412812734 -0.06962949920977865 0.31262409390629947 0.095502876414928897 -0.88271967375278482 -0.083911204289083607 1.6012701416015624 -0.2021259571287943 0.58389297897165471 -5.0990858079541434e-05 -0.71261492538452142 -0.55303886711597439 -0.30733135528564454 -0.14119842516122541 0.12805367279052735 0.08275098037990658 -0.32015358050664267 -0.14239260207051815 0.20080144581971346 -0.15787177411521355 leaf_weight=872 21 28 37 81 20 146 20 23 22 132575 40 20 25 72 20 22 21 23 27 41 leaf_count=872 21 28 37 81 20 146 20 23 22 132575 40 20 25 72 20 22 21 23 27 41 internal_value=0 9.01548e-05 0.000291256 0.000204948 -0.140244 0.000412945 0.173511 0.0001692 0.00353934 0.00041772 -0.526246 -0.17595 -0.0568193 -0.015886 -0.119245 0.23721 -0.163014 -0.193776 0.147799 -0.152309 internal_weight=0 134086 133933 133896 198 133698 188 133510 168 133447 63 153 178 153 133 70 113 85 49 64 internal_count=134156 134086 133933 133896 198 133698 188 133510 168 133447 63 153 178 153 133 70 113 85 49 64 cat_boundaries=0 6 cat_threshold=2148532224 262147 0 151027840 139776 8192 is_linear=0 shrinkage=0.01 Tree=998 num_leaves=22 num_cat=1 split_feature=10 6 10 3 4 9 3 3 25 4 8 26 0 10 9 6 6 10 10 10 6 split_gain=38554.8 46524.4 35990 58202.4 38933.9 40780.5 488719 173588 36529.1 33485.9 32064.8 18442.7 14109.7 12797.6 7957.18 3181.57 4365.82 1782.02 1655.76 158.496 34.6017 threshold=638.18750000000011 483.07500000000005 362.49400000000003 24.313000000000002 1048.2900000000002 370.88500000000005 155.97750000000002 782.62500000000011 0 25.530750000000008 50.5045 2022.5000000000002 32.931500000000007 747.99000000000012 39.187000000000005 545.08500000000015 650.90000000000009 482.16800000000006 950.63250000000005 396.4661000000001 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 14 5 7 9 8 -1 -7 12 -9 15 -2 17 -3 -17 19 -15 -4 -18 right_child=13 10 3 -5 -6 6 -8 11 -10 -11 -12 -13 -14 18 -16 16 20 -19 -20 -21 -22 leaf_value=0.064230330904191058 0.4413780970800491 -0.068933202198573518 -0.082666265860847812 -0.66313238978385924 0.38014587040300724 -0.081297448313719517 1.6254107437133789 -0.2963271854724735 -1.3943434909534616e-05 0.336834522377361 -0.5475084789991379 -0.64536368881783834 0.12677313804626464 0.081923481239513929 -0.24993202913375129 -0.31695204496383667 -0.14096867374751879 0.038299802868068215 0.19879343068158187 -0.049406609558745436 -0.15629305676716132 leaf_weight=881 21 28 23 20 27 148 20 24 132643 22 20 41 20 22 21 21 23 25 27 38 41 leaf_count=881 21 28 23 20 27 148 20 24 132643 22 20 41 20 22 21 21 23 25 27 38 41 internal_value=0 8.9306e-05 0.000288397 -0.167972 0.000448099 0.000371466 0.146771 0.000163246 0.000414754 -0.0271863 -0.17419 -0.516489 -0.118052 0.234838 -0.0754192 -0.161384 -0.191839 -0.0328056 0.146321 -0.0619471 -0.150786 internal_weight=0 134086 133933 127 133806 133779 190 133589 133524 170 153 65 133 70 107 113 85 86 49 61 64 internal_count=134156 134086 133933 127 133806 133779 190 133589 133524 170 153 65 133 70 107 113 85 86 49 61 64 cat_boundaries=0 6 cat_threshold=2148532224 262147 0 151027840 139776 8192 is_linear=0 shrinkage=0.01 Tree=999 num_leaves=19 num_cat=0 split_feature=10 6 5 2 2 9 0 10 5 9 3 3 0 26 26 6 10 10 split_gain=37787.6 45598.6 38630.7 35342.3 38388 120480 55646.6 148054 67422.7 35546.7 302225 167681 17889.3 20919.6 16834.2 22665.3 12542.9 1622.81 threshold=638.18750000000011 483.07500000000005 43.669000000000011 1048.2900000000002 440.18000000000006 15.764500000000002 430.17000000000002 1.7352999999999998 19.110500000000005 370.88500000000005 139.99850000000004 782.62500000000011 87.065000000000012 2022.5000000000002 2022.5000000000002 650.90000000000009 747.99000000000012 950.63250000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 14 4 6 12 9 8 -8 11 -11 -1 13 -6 -3 -16 -2 -18 right_child=16 2 -4 -5 5 -7 7 -9 -10 10 -12 -13 -14 -15 15 -17 17 -19 leaf_value=0.00017924628734757633 0.43696430387951085 0.093083453840679592 -0.46972101381596398 0.30930532919394005 0.094516264643566106 -0.87483940744400035 0.17969885632471386 -0.57681526460647581 0.78907404708862305 -0.0020674432859276283 1.2995825767517091 -0.52423700168973109 -0.3042578880310059 -0.13975226918235423 -0.37986873984336855 -0.038253307204980116 0.081104237301783136 0.19680549515618218 leaf_weight=133210 21 36 34 37 81 20 197 25 20 165 20 61 25 72 31 52 22 27 leaf_count=133210 21 36 34 37 81 20 197 25 20 165 20 61 25 72 31 52 22 27 internal_value=0 8.84607e-05 -0.172448 0.00028556 0.000200168 -0.138937 0.000406223 0.151908 0.235862 0.0001315 0.138651 -6.07864e-05 -0.0562516 -0.0157278 -0.0875134 -0.165845 0.23249 0.144858 internal_weight=0 134086 153 133933 133896 198 133698 242 217 133456 185 133271 178 153 119 83 70 49 internal_count=134156 134086 153 133933 133896 198 133698 242 217 133456 185 133271 178 153 119 83 70 49 is_linear=0 shrinkage=0.01 end of trees feature_importances: precio_total_lag_1=2357 marca_id_encoded=2227 precio_total_lag_4=1948 precio_total_lag_3=1835 precio_total_lag_2=1761 año=1461 mes=1293 precio_total_lag_6=1290 precio_total_lag_10=1245 precio_total_lag_5=1212 precio_total_lag_7=998 precio_total_lag_8=963 precio_total_lag_9=538 precio_total_lag_12=488 precio_total_lag_19=425 precio_total_lag_14=369 precio_total_lag_11=322 precio_total_lag_13=282 precio_total_lag_18=278 precio_total_lag_24=275 precio_total_lag_15=212 precio_total_lag_23=120 precio_total_lag_16=103 precio_total_lag_17=58 precio_total_lag_20=56 precio_total_lag_21=48 precio_total_lag_22=16 parameters: [boosting: gbdt] [objective: regression] [metric: rmse] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 1000] [learning_rate: 0.01] [num_leaves: 64] [num_threads: 0] [seed: 0] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: 7] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 0.8] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 5] [bagging_seed: 3] [feature_fraction: 0.8] [feature_fraction_bynode: 1] [feature_fraction_seed: 2] [extra_trees: 0] [extra_seed: 6] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 4] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: -1] [saved_feature_importance_type: 0] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 1] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: 24,25,27] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 5] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:[[1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 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