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] [0:795.19999999999993] -1:0:1:2:3:4:5:6:7:8:9:10:11 -1:185:10:9:29:15:74:78:23:152:19:85:44:37:16:93:138:57:28:96:51:25:146:39:5:128:2:164:142:3:72:52:83:151:22:187:91:144:35:40:86:109:136:60:24:171:13:61:133:110:100:75:26:64:98:41:14:99:127:80:21:43:12:49:70:163:118:113:186:68:84:174:7:42:54:101:105:119:76:166:59:107:124:129:71:62:170:153:92:121:122:140:162:158:159:0:123:160:32:38:58:89:103:11:36:94:108:120:182:184:183:4:47:66:67:143:176:169:173:77:79:115:149:154:161:168:175:141:1:8:30:31:45:69:88:90:95:102:111:116:126:137:172:17:33:46:48:50:53:55:56:63:65:82:87:112:114:132:139:165:167:177:6:18:20:27:34:73:81:97:104:106:117:125:130:145:131:134:148:150:155:156:157:178:135:147:180:181 [2022:2023] none tree_sizes=4166 4608 4363 4210 4211 4694 2809 4276 4564 4206 4936 4580 4539 4202 4940 5257 3507 3219 4376 5298 5395 4652 5040 5285 3270 2969 2886 5420 4730 4156 5245 4228 5122 4536 4326 3055 5213 5250 5636 4634 3673 4040 3206 4308 4458 5687 5004 5345 4469 4673 5159 3601 4565 5152 2960 4624 4818 4622 4398 4208 5020 4638 3201 4602 4396 5534 2794 3617 4488 4624 3992 2001 4186 4234 4355 5080 4655 5038 2338 3509 2734 3125 5721 3748 3191 4719 4534 4356 4698 5132 4426 3776 4095 4612 3927 4252 4506 4022 4703 4027 3036 3324 3105 3166 3340 3590 3713 4985 5637 3580 3727 4934 3799 3505 3602 3442 4304 3067 3055 4568 2495 2078 3433 2597 3317 2465 2475 2728 2320 2239 2600 2485 2264 2955 3052 3278 4688 2024 3473 2830 3430 3424 2255 2011 4157 4461 4242 2891 3549 3390 1788 2037 5548 4063 3543 1929 1093 3107 2145 1772 3069 3795 2696 1672 2489 3379 2578 3242 3083 2760 2947 3115 2799 3541 2409 3723 2219 2384 2138 2098 1908 1978 1912 2003 1731 3257 4015 3314 3418 2655 2301 2525 2444 3770 2506 1694 3926 1843 1760 1679 2270 2308 1967 1908 1888 2505 2535 1853 2405 2188 2978 3936 2786 2780 2563 2057 2185 2272 2520 2363 1499 1800 1538 1651 2708 3109 2992 3987 1777 3718 2233 2994 2003 2240 1754 1841 1980 1972 1842 1837 2287 1018 2617 1014 2233 3398 3506 3360 2924 3070 2028 1877 1510 1745 1508 1091 1091 1321 1090 1335 2435 2413 2473 3175 2505 3127 1714 2104 3314 2777 2242 3358 1927 1927 2693 1421 2575 1393 1094 2411 1763 2664 1994 2379 1594 2526 2874 2674 2602 1971 1386 1385 1520 2180 1420 2984 3360 1279 2610 2403 939 1019 938 1218 2344 1364 1737 1616 2138 1523 1373 1207 1332 1298 1528 1718 2723 3412 2058 1981 1792 1792 1742 1844 1787 1339 1020 1059 1095 1101 2024 1998 1334 1340 2539 1587 1478 1477 1023 1101 1093 1444 1915 1135 1138 1260 2102 2922 3692 2244 2029 1384 1704 1485 1411 1230 2236 1200 3442 1258 1695 1228 1645 1594 1707 1925 1869 1830 1540 2017 2263 2512 2427 2490 2451 1507 1657 1307 1553 1429 1062 1060 1077 1386 1261 1727 2056 1876 2399 2170 1705 1957 1708 1756 1646 1092 1252 1261 1375 939 1764 2661 1486 1478 1488 1077 944 2579 1205 1019 1796 2136 1392 1554 1984 1252 1259 1348 1265 2321 2985 2380 3229 2562 2958 1489 1491 1490 1651 1276 1593 1588 1596 1657 1758 2075 1936 1754 1355 2491 1078 1323 1409 1855 1490 2104 3724 3676 3352 3575 1433 2071 1594 1918 1594 893 972 1440 969 2114 2792 2344 2410 2424 2390 1528 1100 1581 1120 1097 1261 1751 1805 1805 1817 1666 1531 1907 1938 1596 1663 1986 1764 2085 2515 1458 1508 1458 1703 1458 1222 1235 1214 1222 1308 2095 2108 2283 2920 2026 2440 4185 2556 2798 1856 1059 1820 1152 1656 976 1656 1653 1714 2236 1721 2215 1769 2753 1769 1863 1340 1416 1719 1261 1424 2677 2217 2354 1932 2192 1105 1183 1183 1255 1107 1540 1592 1588 1519 1063 1579 1720 1584 1347 1560 1681 1505 1535 2197 1946 2843 1448 2374 2101 1964 1436 1365 1351 1367 1575 1575 1485 1283 1422 2015 2589 1705 2261 1791 2028 1824 2141 1908 2134 2208 1792 1437 1641 1455 1396 2163 1972 2041 2364 2136 2070 1935 1688 2234 1661 2807 2679 1765 2259 1339 1938 1935 1643 1774 1609 1109 980 1128 1141 1308 2005 1631 1757 1845 1591 2598 2153 2812 2801 2409 1104 1266 1101 1099 1268 1812 2260 2661 2000 1655 1753 1339 1746 1729 1669 1338 1588 1489 1259 1534 2378 2674 1770 1767 2602 1291 1609 2069 1130 1629 1345 1583 1723 1689 1547 1311 1308 944 1196 987 1789 1932 2046 1817 2938 2208 1894 1974 1939 2001 1223 1144 1221 1224 1219 1459 1366 1520 1291 1291 1826 1744 1821 2803 2165 1701 1623 1619 1304 1384 2278 1419 2135 1265 2278 1682 1648 2270 1306 1372 1210 2527 1802 1050 1088 1512 1404 1416 1532 1416 1419 1933 1431 1928 1593 1334 1358 1487 1249 2110 1806 1864 1644 1572 1448 1723 1886 1887 1692 1925 2178 1025 2103 1658 1371 1813 1647 1907 1434 1967 2102 2460 2146 2301 2294 1220 1769 1858 1771 2189 2236 1629 1432 1458 1713 2606 1507 1500 1722 1670 1949 2020 1956 2015 1935 1212 2257 1252 1743 2227 1515 1676 1851 1329 1589 2796 2665 2089 1923 2170 1298 1219 1540 1106 1106 1123 959 1265 966 1372 2588 1947 1644 1764 1565 2039 1581 1384 1713 1802 2144 2077 2015 2076 2146 1728 1805 1678 1615 1524 1502 1912 1622 1315 1161 1467 1254 1249 1133 1380 1429 1357 1328 1331 1441 4187 2373 1261 2555 2254 2843 2963 2404 2819 2252 1987 1711 2166 2248 1713 1410 1463 1336 1805 2042 2284 2113 1767 2108 2130 1133 968 1641 1293 1135 1513 1301 1302 1713 2043 1477 1016 1015 925 1728 1684 1581 1544 1601 1465 1703 1553 1357 1357 1361 1509 1951 2062 2092 2368 1702 1997 2043 2001 1346 1352 1516 2761 1615 1351 2218 1822 1798 1910 1624 2055 1963 2252 1802 2115 2170 2230 1280 1942 1808 1219 1055 1216 1138 1053 2401 1405 1156 1488 1397 1795 1811 1582 1588 1753 2215 2573 3064 1897 2223 1863 1479 1573 1487 1860 1478 1091 1528 1453 1090 1755 1409 2823 1360 2180 1410 1615 1684 1629 1639 1865 1909 2162 1383 1634 1626 1617 1776 1646 1512 1947 1452 1779 1669 1936 1439 2030 1912 1685 1803 2061 2197 2176 2302 1526 1043 1518 1044 1314 1046 1374 1591 1880 1378 1381 1077 1124 1181 1133 1125 1716 1692 1458 1707 1551 2089 1858 2546 1864 1945 1372 1370 1051 1731 1842 2393 2398 2392 1847 1832 Tree=0 num_leaves=47 num_cat=8 split_feature=25 0 3 0 6 4 7 6 3 2 25 3 2 17 25 3 4 25 25 13 4 25 0 13 26 25 0 6 3 0 6 7 26 19 26 0 8 25 6 18 2 2 0 2 2 7 split_gain=3.64449e+06 1.88022e+06 2.14563e+06 828609 741643 537243 525442 664825 381844 362045 264187 232964 471122 286182 234086 223535 199267 151896 133956 124654 121401 115808 101564 95066.6 91518.1 91453.2 90580.2 195987 72643.2 63634.1 59163.6 58863.9 55873.5 53105.5 50505.5 47440.4 43114.1 40807.5 37505.5 25320.3 18971.3 48709 14708.1 10192.1 9704.94 1571 threshold=0 201.25000000000003 293.27220000000005 95.355000000000004 276.13500000000005 199.59643500000001 441.87500000000006 27.260118000000002 1048.2900000000002 223.35100000000003 1 150.51452500000002 223.35100000000003 5.5565000000000007 2 199.59643500000001 79.720000000000013 3 4 396.4661000000001 77.943750000000009 5 102.15500000000002 196.52100000000004 2022.5000000000002 6 25.333500000000004 75.330000000000013 5.0080000000000009 30.01275 108.41000000000001 441.87500000000006 2022.5000000000002 102.03000000000002 2022.5000000000002 172.45500000000001 102.1075 7 12.150000000000004 3.5533999999999999 271.95250000000004 333.67962000000006 232.94400000000005 292.55550000000005 480.00160000000005 657.87500000000011 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 9 9 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 6 4 9 16 15 8 24 11 10 19 14 13 -13 37 18 25 29 22 26 34 -16 -5 33 -8 28 31 -28 -3 36 -7 -2 -27 -19 40 -24 -12 -1 42 -31 -11 -42 -20 -36 -45 -26 right_child=3 2 -4 5 -6 30 7 -9 -10 20 17 12 -14 -15 21 -17 -18 23 38 -21 -22 -23 35 -25 45 32 27 -29 -30 39 -32 -33 -34 -35 43 -37 -38 -39 -40 -41 41 -43 -44 44 -46 -47 leaf_value=5.8258895272774147 5.5898677425611512 6.2503824919730766 9.3302888571228717 6.5336476376063715 7.9829283598479819 6.6056000989638415 6.5374843464257966 7.7814897888250414 6.9302472477319483 5.8531175242882441 5.5651589755479387 5.7691479257690883 7.0662067620272362 6.9942531614663848 5.6536905912693873 6.5891652753372778 6.9624555790307774 5.5419958054926521 5.6236161000010609 6.301278989827896 6.6675957215079036 5.7090165330120239 5.7641351095549913 6.2151079734980854 5.8272177306944206 5.5725299714558139 5.6911762522089129 6.7055387771191839 5.716136738846072 5.6446837566974244 7.3655668945672756 6.0961424078420494 5.9721976886737362 6.0225962547164933 5.6149348445980118 6.0217267982883467 5.7161995172139344 6.0666322335448237 6.0457487576551499 5.9678164175155413 6.5265976885375574 5.9457547352106594 5.7418338417779271 5.8871888970187838 5.6695170761743201 5.7302747766139754 leaf_weight=470 15320 208 23 27 22 21 21 26 25 34 35456 409 33 20 8295 35 25 63808 377 25 21 7156 144 21 35 61 400 20 29 808 20 23 82 23 42 142 190 119 26 25 22 42 146 54 33 32 leaf_count=470 15320 208 23 27 22 21 21 26 25 34 35456 409 33 20 8295 35 25 63808 377 25 21 7156 144 21 35 61 400 20 29 808 20 23 82 23 42 142 190 119 26 25 22 42 146 54 33 32 internal_value=5.58087 5.71715 6.35505 5.56088 6.1948 5.85691 5.69998 6.37656 5.69531 5.5585 5.55768 5.69344 5.91483 5.82626 5.68706 5.80574 6.09766 5.5517 5.77393 5.5957 5.94017 5.67938 5.93603 5.5424 5.96146 6.04077 5.59459 5.73948 6.16055 5.56799 6.97632 5.59063 5.78728 5.54217 5.87287 5.89203 5.56596 5.88183 5.67336 5.65438 6.04401 6.14542 5.65662 5.74286 5.80462 5.78092 internal_weight=0 17091 450 117305 427 938 16641 114 16527 116367 116119 16502 462 429 16040 897 405 100331 862 15788 248 15451 313 63852 88 380 15763 420 237 36479 41 15343 143 63831 227 286 35646 589 549 833 98 64 523 129 87 67 internal_count=134396 17091 450 117305 427 938 16641 114 16527 116367 116119 16502 462 429 16040 897 405 100331 862 15788 248 15451 313 63852 88 380 15763 420 237 36479 41 15343 143 63831 227 286 35646 589 549 833 98 64 523 129 87 67 cat_boundaries=0 6 12 17 23 29 35 40 44 cat_threshold=5275648 393217 29012 297894016 33694275 8705 2181054464 540017920 1074007681 2819358720 138975232 134496400 0 262144 4100 16842752 139264 539231108 67180688 180355072 1192228 17842180 100667424 545261056 1048576 1024 0 16777216 134217728 4194304 0 24912 12582912 2 1 4227072 0 16384 0 1 0 262144 4100 16777216 is_linear=0 shrinkage=1 Tree=1 num_leaves=52 num_cat=10 split_feature=25 0 5 0 1 3 5 3 4 1 2 2 25 9 25 3 1 1 8 9 25 24 25 24 1 24 24 1 5 8 13 0 3 1 5 6 0 4 0 0 2 6 26 1 24 26 6 1 1 26 0 split_gain=3.57222e+06 1.84277e+06 3.08858e+06 812120 770685 584035 549044 858914 526552 502835 354840 344299 258955 360051 227953 219087 204595 182882 314800 156852 148793 138832 131290 130765 137182 119032 111677 128209 105606 179926 93174.8 93068.8 89281.6 88572.9 112180 57986.2 42112.5 41965.8 39578.1 86668.5 39400.6 36759.1 35827.5 28441.6 26965.8 25477.2 24681.1 20951.4 17190.4 15381.6 14415.5 threshold=0 201.25000000000003 120.129 95.355000000000004 437.49875000000003 14.520721500000002 191.43400000000005 317.21700000000004 199.59643500000001 29.184500000000003 223.35100000000003 271.95250000000004 1 362.49400000000003 2 199.59643500000001 161.49750000000009 46.726464000000014 5.6142500000000011 78.735000000000014 3 4 5 6 224.14500000000001 7 8 2.1535000000000006 191.43400000000005 5.4234850000000003 196.52100000000004 25.333500000000004 74.412199999999999 36.902000000000008 43.669000000000011 108.41000000000001 30.01275 19.649875000000005 643.62800000000016 393.82500000000005 70.64500000000001 12.150000000000004 2022.5000000000002 81.910500000000013 9 2022.5000000000002 26.856100000000005 650.90000000000009 543.20000000000016 2022.5000000000002 232.94400000000005 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 9 1 9 1 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 4 11 10 6 42 14 9 15 19 12 23 13 28 21 22 32 25 -19 -8 33 45 26 38 46 -16 27 -5 31 -30 40 -2 37 36 -35 -10 -14 49 39 -3 -22 50 48 -28 -23 -1 -25 -44 -6 -12 -24 right_child=3 2 -4 8 5 -7 7 -9 35 -11 16 -13 20 -15 17 -17 -18 18 -20 -21 30 44 41 24 -26 -27 43 -29 29 -31 -32 -33 -34 34 -36 -37 -38 -39 -40 -41 -42 -43 47 -45 -46 -47 -48 -49 -50 -51 -52 leaf_value=0.55022771137101312 0.0062797956827727302 0.66610091196695964 3.5343260499593372 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83 28 34816 32 1229 35 21 680 84 22 63590 109 377 215 22 13853 163 43 94 20 21 418 20 855 55 20 737 20 25 28 241 26 27 25 112 57 20 29 42 104 146 leaf_count=56 15240 75 37 82 20 24 249 20 21 28 83 28 34816 32 1229 35 21 680 84 22 63590 109 377 215 22 13853 163 43 94 20 21 418 20 855 55 20 737 20 25 28 241 26 27 25 112 57 20 29 42 104 146 internal_value=0 0.134921 0.766445 -0.0197848 0.117925 0.851481 0.111611 0.522448 0.273279 0.388246 -0.0221488 0.518475 -0.0229558 0.0146661 0.103511 0.222625 0.355708 0.0978326 0.248836 0.256429 -0.0288815 0.359249 0.191134 0.44061 0.272569 0.0902482 0.351611 0.58618 0.0125254 0.315786 -0.0380868 0.0103175 0.268347 -0.0127557 0.0846594 1.38149 -0.0152527 0.206702 0.701875 0.84334 -0.0383119 0.0915689 0.562253 0.173919 0.191722 0.644666 0.212485 0.378908 0.727855 0.160137 0.0749923 internal_weight=0 17091 450 117305 16641 142 16499 319 938 299 116367 413 116119 15804 16180 897 248 15846 764 271 100315 334 862 385 257 15082 313 125 15772 114 63852 15658 227 36463 910 41 35553 207 128 103 63831 549 118 188 221 113 235 56 62 187 523 internal_count=134396 17091 450 117305 16641 142 16499 319 938 299 116367 413 116119 15804 16180 897 248 15846 764 271 100315 334 862 385 257 15082 313 125 15772 114 63852 15658 227 36463 910 41 35553 207 128 103 63831 549 118 188 221 113 235 56 62 187 523 cat_boundaries=0 6 12 17 23 24 30 31 32 33 34 cat_threshold=5275648 393217 29012 297894016 33694275 8705 2181316608 540017920 1074007681 2819358720 138975232 134496400 0 262144 4 16842752 139264 538968964 67180688 180355072 1192228 17842180 100667424 1316 545261056 1048576 1024 0 16777216 134217728 450 128 3120 2242 is_linear=0 shrinkage=0.01 Tree=2 num_leaves=49 num_cat=10 split_feature=25 0 5 0 1 3 5 3 4 1 2 6 1 9 25 25 3 1 1 8 9 25 24 25 24 24 1 5 8 13 0 3 1 24 0 0 6 4 6 26 1 24 26 1 1 26 0 0 split_gain=3.50126e+06 1.80608e+06 3.02712e+06 795959 755343 572413 538111 841821 516074 492829 347779 338345 266328 253921 233986 223603 214727 200524 179241 308535 153731 145165 135938 128677 116666 109455 125657 103221 176345 91320.4 90696.2 87504.9 83334 81778.6 80531.6 56986.2 56832.3 41130.7 36027.6 35114.5 27875.6 26474.5 24970.2 20534.5 16848.3 15075.6 14128.6 11693.4 threshold=0 201.25000000000003 120.129 95.355000000000004 437.49875000000003 14.520721500000002 191.43400000000005 317.21700000000004 199.59643500000001 29.184500000000003 223.35100000000003 233.42589000000001 56.871000000000002 482.64500000000004 1 2 199.59643500000001 161.49750000000009 46.726464000000014 5.6142500000000011 78.735000000000014 3 4 5 6 7 2.1535000000000006 191.43400000000005 5.4234850000000003 196.52100000000004 25.333500000000004 74.412199999999999 36.902000000000008 8 362.49400000000003 393.82500000000005 108.41000000000001 19.649875000000005 12.150000000000004 2022.5000000000002 81.910500000000013 9 2022.5000000000002 650.90000000000009 543.20000000000016 2022.5000000000002 232.94400000000005 223.35100000000003 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 9 1 9 1 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 4 11 10 6 39 15 9 16 20 13 12 33 14 27 22 23 31 24 -20 -8 32 42 25 -17 26 -5 30 -29 -23 -2 37 -16 35 -14 -3 -10 45 46 44 -27 -24 -1 -41 -6 -12 -25 -35 right_child=3 2 -4 8 5 -7 7 -9 36 -11 17 -13 34 -15 21 18 -18 -19 19 -21 -22 29 41 38 -26 40 -28 28 -30 -31 -32 -33 -34 47 -36 -37 -38 -39 -40 43 -42 -43 -44 -45 -46 -47 -48 -49 leaf_value=0.54472544261387423 0.0066468300266207848 0.38976330044981722 3.4989827779821447 0.85634103397770633 0.48168993771076202 2.2507822297016777 0.18306844863546901 2.5034788417816163 1.0043401170912243 1.6474060240813666 0.25904209526188404 1.7820697405338288 0.67489016294479376 0.82890110649381377 -0.015103135712165219 -0.004376092892413759 0.9882323308672224 1.2870409284319198 0.17571698091398269 0.81811624028853003 1.0551438091017984 -0.037928207110413385 0.30182535484057516 0.041897579167502627 0.09759380878758217 0.13365036014216078 0.18890811232633367 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18 7 25 4 5 3 6 17 13 3 25 25 25 9 11 3 7 7 3 6 9 22 5 13 19 26 11 24 25 25 3 5 1 6 1 4 split_gain=3.25664e+06 1.93428e+06 1.18855e+06 1.77455e+06 471806 448959 764670 483172 407186 294449 281683 243432 326669 240216 218306 202182 175239 173827 131533 131467 127573 128423 126014 100428 86508.9 213087 88544.4 79036.8 192500 49847.7 44878.7 38680.5 38521.9 38234.4 37595.6 36678 29290.1 27142.7 25575.1 23034.1 13661.6 5936.63 2184.59 1407.74 threshold=0 1048.2900000000002 53.072500000000012 364.99000000000007 109.7702 39.524999999999999 148.23000000000005 89.650000000000006 484.61250000000007 234.29475000000005 1 52.021000000000008 273.10998000000006 364.63500000000005 52.968160000000005 460.35600000000005 38.292250000000003 544.35000000000002 2 3 4 63.882500000000014 51.95000000000001 108.21050000000001 57.990000000000002 61.542750000000005 48.64650000000001 162.20850000000004 9.2947500000000023 115.30250000000001 441.68000000000006 136.37500000000003 130.99500000000003 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1140852778 1078460416 2165899264 16473 3299082272 12648462 276825088 1048576 536870912 0 0 134217728 is_linear=0 shrinkage=0.01 Tree=11 num_leaves=51 num_cat=10 split_feature=25 3 0 5 0 0 9 25 9 1 25 24 25 5 3 2 5 2 7 9 18 1 0 1 9 25 24 26 26 1 15 24 0 25 2 2 8 7 7 1 2 2 0 7 25 11 1 2 26 3 split_gain=3.10647e+06 1.4274e+06 1.14917e+06 1.02228e+06 864928 762970 620643 321423 380018 297853 327421 369513 295681 265615 345385 263898 253388 226237 220446 212018 183634 166784 141759 134707 131774 130444 127265 123748 113669 101918 175446 100969 93431.4 83337.3 80646.7 66032.6 58152.7 45872.5 208717 42228.7 40286.9 39902.7 31458.6 29165.3 22156.4 21867.2 15786.2 12035.9 10408.6 8935.92 threshold=0 1048.2900000000002 121.97500000000001 120.129 95.355000000000004 431.47500000000008 145.10250000000005 1 482.64500000000004 104.17500000000001 2 3 4 191.43400000000005 161.46750000000003 394.3250000000001 79.77300000000001 271.95250000000004 187.26000000000002 5.6142500000000011 369.25000000000006 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2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 9 2 2 2 2 2 left_child=1 7 17 -4 6 10 8 11 15 22 16 12 44 30 -15 23 26 18 19 34 -13 28 31 33 -25 -24 -6 -28 36 45 -14 -10 40 -2 -3 -31 38 47 -8 -22 43 -17 -9 -23 -1 -30 -41 52 -42 -49 -20 -52 -12 right_child=4 2 3 -5 5 -7 21 42 9 -11 37 20 13 14 -16 41 -18 -19 50 -21 39 32 25 24 -26 -27 27 -29 29 35 -32 -33 -34 -35 -36 -37 -38 -39 -40 46 48 -43 -44 -45 -46 -47 -48 49 -50 -51 51 -53 -54 leaf_value=0.32869325573812397 0.016581443599308375 0.57155707446011639 1.0051978278160096 4.4463276329040529 0.86098376743933724 1.4380685700868308 -0.012295339339719095 0.72640231927235921 0.1253769481954356 1.4464723957777021 -0.030206817485965213 1.2228192858860412 0.10631524365849503 0.30091401239921306 1.6169000156720481 0.41311623036861422 1.1052121633138412 1.3811565735340119 -0.051426433701264235 1.3818153944015503 0.66171764962813429 -0.044852515890476792 1.1796050434112548 0.87013700212751122 0.12529025583145439 0.34107023000717163 0.24689090749303969 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cat_threshold=5275648 393219 4100 423723136 33694209 8192 2181316608 606078208 279888 2693529600 528386 134234785 536871424 4096 17664 2147483648 16777216 134217728 0 262146 4 65536 139264 32768 0 0 0 33554433 536871556 1054736 1250044545 1073746212 21022720 33816592 1140852746 1078460416 2165899264 16473 3299082272 12648462 536871424 1050624 2048 32 16793600 540672 256 2065 0 16384 33570832 is_linear=0 shrinkage=0.01 Tree=15 num_leaves=59 num_cat=18 split_feature=25 1 0 9 25 3 6 0 3 25 9 25 3 24 25 13 24 1 0 13 18 3 4 24 25 25 3 24 1 26 1 9 3 6 26 24 0 24 6 0 1 24 0 4 0 12 0 1 3 25 25 1 1 26 25 24 0 1 split_gain=2.83507e+06 878252 722146 860517 705465 943673 619619 484179 337907 267114 284289 225945 291192 218042 213780 189878 185197 171817 142892 138179 134748 128786 127310 136014 121128 116969 102794 102487 203711 99373.5 89658 167534 83360.8 78334.7 74811.1 70790.2 68137.9 64560.5 64320.3 63246.2 62604.8 52139.8 47650.7 42993.4 37875.8 32702.2 28162.7 28089.6 26392.1 23145.3 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left_child=1 7 9 14 5 6 13 11 18 10 17 16 20 21 22 24 29 32 19 35 25 -3 23 39 30 -13 52 28 36 -1 42 -32 33 -2 41 -9 47 -36 48 -4 -25 -18 -11 50 53 49 -15 -6 54 -26 51 -29 -19 -20 -16 -52 -46 -45 right_child=2 4 3 -5 27 -7 -8 8 -10 15 -12 12 -14 46 38 -17 34 26 44 -21 -22 -23 -24 40 45 -27 -28 43 -30 -31 31 -33 -34 -35 37 -37 -38 -39 -40 -41 -42 -43 -44 57 56 -47 -48 -49 -50 -51 55 -53 -54 -55 -56 -57 -58 -59 leaf_value=0.4022878596415887 0.012387834482462143 1.0971745473595076 1.1596516609191896 2.0157952577096445 0.32274205156274749 2.8744994592666626 2.0190979328155518 0.35059148861956696 1.3709353697299957 -0.015010094290433113 1.1079252777496975 0.051181224364473803 1.1593185689926149 0.250692713296918 -0.043043035693668033 0.74498690597712991 0.12591615812102361 0.14947569991311718 0.61373909361222212 1.0554904222488404 0.66613847011174909 0.30105351585608264 1.1644763406515122 0.16265122240185736 -0.043976380105391386 0.10875557800126159 1.0284997943639755 0.037946283022562664 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23 23 105 20 48371 104 71 61 34 358 112 47 25 internal_value=0 0.120986 -0.0171933 0.255808 0.404806 0.740661 0.642959 0.102837 0.327354 -0.0194471 0.0204372 0.0893264 0.0809548 0.518234 0.20493 -0.0251946 0.272082 0.0186694 0.291615 0.235676 0.0791376 0.851664 0.377483 0.345745 -0.0254392 0.0775423 0.363603 0.191632 0.352149 0.648998 -0.0109094 0.0912745 0.0152688 0.014356 0.188555 0.212744 0.246374 0.0777147 0.069048 0.647283 0.202983 0.313895 -0.0133015 0.0875166 0.583214 -0.0336353 0.277796 0.173523 0.0482552 -0.0337738 0.0491868 0.141999 0.255489 0.75303 0.0338942 -0.0130709 0.42503 0.35498 internal_weight=0 16987 117441 961 1025 381 361 15962 906 116480 14672 15056 14415 331 934 101808 641 14648 876 735 14390 119 397 377 101776 14351 143 644 244 104 36725 839 14505 14484 537 715 208 277 537 102 275 260 35886 400 141 65051 212 179 516 65028 347 131 123 68 496 216 73 53 internal_count=134428 16987 117441 961 1025 381 361 15962 906 116480 14672 15056 14415 331 934 101808 641 14648 876 735 14390 119 397 377 101776 14351 143 644 244 104 36725 839 14505 14484 537 715 208 277 537 102 275 260 35886 400 141 65051 212 179 516 65028 347 131 123 68 496 216 73 53 cat_boundaries=0 6 7 13 18 19 25 26 27 33 38 39 40 41 42 48 51 57 58 cat_threshold=5275648 393219 28996 432636032 33698371 8704 32768 2181316608 3147008 1074138769 1611923456 138969088 134496433 0 262146 4100 16842752 139264 539 545261056 4128 134218752 0 16777216 134217728 260 1048 555746180 603985920 180355072 2149593124 554715140 33558592 4194304 0 16640 8388608 4099 1080 210 1217 2264 1140852779 1078509576 2164883456 16409 3231711264 98318 0 0 16384 0 0 2065 0 0 33554448 388 is_linear=0 shrinkage=0.01 Tree=16 num_leaves=41 num_cat=0 split_feature=1 5 3 9 2 3 5 9 4 11 2 9 5 2 7 7 3 1 11 2 7 5 8 1 1 1 26 3 2 10 2 1 8 1 19 5 2 1 1 1 split_gain=1.53109e+06 941847 708815 1.39055e+06 540637 511802 376512 375464 368508 430742 294244 587475 192418 180325 169451 193502 161673 158619 157354 151520 131169 115884 131470 98605.8 141477 94838.3 101894 79213.7 74655.4 69442.6 60836 71235 59058.8 46007.4 44467.9 40669.3 33444.9 16820.4 8609.42 6781.56 threshold=104.17500000000001 52.149000000000008 134.02375000000004 177.87500000000003 543.20000000000016 242.64500000000001 191.43400000000005 166.79600000000002 71.921962500000021 225.07500000000002 255.07275000000001 27.234500000000004 364.99000000000007 271.95250000000004 657.87500000000011 783.98480000000006 1048.2900000000002 395.70800000000008 41.453500000000005 185.38000000000002 336.69250000000005 171.57300000000001 120.129 11.341500000000002 16.268205000000005 395.70800000000008 2022.5000000000002 317.21700000000004 32.273100000000007 233.07000000000002 57.417500000000011 161.49750000000009 26.902200000000004 480.00160000000005 13.704000000000002 96.412400000000005 394.3250000000001 161.49750000000009 202.45500000000004 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 2 left_child=2 4 8 6 19 -5 13 12 10 20 14 32 17 16 21 -16 18 35 -4 25 23 28 -23 29 -25 30 33 -8 -1 -10 34 -32 36 -27 -2 -3 -12 -37 -21 -28 right_child=1 7 3 5 -6 -7 27 -9 9 -11 11 -13 -14 -15 15 -17 -18 -19 -20 38 -22 22 -24 24 -26 26 39 -29 -30 -31 31 -33 -34 -35 -36 37 -38 -39 -40 -41 leaf_value=-0.0098294919424746705 0.11091784631166275 0.073810060644014325 0.056534840813049901 0.87492680186317073 1.7493227498427681 3.034181954757027 0.69468214685266672 2.0225527651079238 0.082792915310331117 1.6069108197689057 0.24881811225336362 1.8615220956335015 1.6322932587499204 0.94409279187520345 1.2982497587658111 0.10215099615069401 0.87540589774096467 1.4320877656936646 0.67791465709375787 0.55257205245395502 0.87908086009647535 0.10221397666564856 0.8062900619847434 1.1482847275137902 0.24089742451906204 0.93835372379847937 0.078238773076039436 1.5642397389411926 0.045137090660971664 0.67647145259380337 0.096503318588842049 0.74410809518609722 0.70234942793846133 0.46660236563486385 0.5873031075000763 0.39144094022115072 0.043862131500998179 0.70819309192268476 0.79848047229221897 0.23229528240619168 leaf_weight=126943 966 22 780 21 23 23 22 31 1325 20 153 22 23 27 21 38 27 20 43 24 23 502 28 20 122 28 53 20 2520 20 33 35 20 79 20 30 166 38 35 62 leaf_count=126943 966 22 780 21 23 23 22 31 1325 20 153 22 23 27 21 38 27 20 43 24 23 502 28 20 122 28 53 20 2520 20 33 35 20 79 20 30 166 38 35 62 internal_value=0 0.315644 -0.00333779 0.26698 0.229196 2.00363 0.183832 1.03148 -0.00531073 0.148982 -0.00712089 0.27798 0.800473 0.139537 -0.00791228 0.527881 0.113981 0.626547 0.0890006 0.203007 0.129672 -0.00815546 0.13941 0.11808 0.368698 0.180098 0.367948 1.10876 -0.00875957 0.0916208 0.140532 0.429829 0.175213 0.590051 0.120581 0.447538 0.142164 0.568449 0.69845 0.161295 internal_weight=0 1522 132906 963 1358 44 919 164 131943 1530 130413 361 133 877 130052 59 850 110 823 1335 1510 129993 530 1487 142 1276 222 42 129463 1345 1054 68 339 107 986 90 319 68 59 115 internal_count=134428 1522 132906 963 1358 44 919 164 131943 1530 130413 361 133 877 130052 59 850 110 823 1335 1510 129993 530 1487 142 1276 222 42 129463 1345 1054 68 339 107 986 90 319 68 59 115 is_linear=0 shrinkage=0.01 Tree=17 num_leaves=37 num_cat=2 split_feature=0 4 2 1 5 3 2 0 5 17 12 1 6 5 1 4 2 13 2 24 1 0 0 24 13 26 6 11 1 2 5 1 1 0 5 1 split_gain=1.78832e+06 1.05866e+06 1.03646e+06 923252 755836 522761 437245 406300 311078 818685 303232 285498 254151 336846 236791 187282 186788 149127 148344 143490 133000 117082 111405 99627.4 98013.9 93983.5 92932.2 91354.3 88969.4 83386 79662.9 57093.5 102601 39897.1 25516.5 18224.7 threshold=91.825000000000003 232.66575000000003 543.20000000000016 47.945000000000007 64.831750000000014 1048.2900000000002 292.55550000000005 332.15050000000008 191.43400000000005 39.130500000000005 147.97550000000004 166.69750000000002 121.28400000000001 364.99000000000007 213.3887 66.768250000000009 191.84395000000004 218.00000000000003 144.55500000000004 0 395.70800000000008 98.970000000000013 25.333500000000004 1 108.80750000000002 2022.5000000000002 98.885600000000011 106.40070000000003 311.36400000000009 0.56450000000000011 53.253740000000008 150.51452500000002 232.94400000000005 242.89125000000004 154.54850000000002 480.00160000000005 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 2 2 2 2 2 2 2 2 2 left_child=3 2 14 5 6 8 10 -3 15 16 20 -8 13 31 17 18 23 19 22 21 24 -2 -1 -10 -5 -22 -20 29 33 -17 -21 34 -33 -16 -6 -30 right_child=1 7 -4 4 12 -7 11 -9 9 -11 -12 -13 -14 -15 28 27 -18 -19 26 30 25 -23 -24 -25 -26 -27 -28 -29 35 -31 -32 32 -34 -35 -36 -37 leaf_value=-0.012367759904236489 0.99207260535313535 0.98904148213325005 2.3332172946135201 0.078642025856644301 0.070491891647830165 1.3347585194686362 0.42099345094013602 2.7905435089837938 0.26391897531116715 2.2186005733013152 1.2632787942756776 1.9105179530924017 1.8607307696342468 1.8278707947514274 1.2655689815112523 0.058429551687168416 1.1032420892715455 1.0495973634719848 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292.55550000000005 15.582750000000003 110.69500000000002 45.662525000000009 79.77300000000001 95.355000000000004 124.30625000000002 24.039750000000005 100.80375000000002 292.55550000000005 1 782.62500000000011 2 199.59643500000001 110.64500000000001 318.53250000000008 21.745000000000005 194.03250000000003 3 279.86700000000002 210.73000000000002 11.040900000000002 4 5 6 437.49875000000003 162.20850000000004 94.590750000000014 37.260750000000009 139.99850000000004 98.970000000000013 28.864500000000003 7 9.9786020000000004 102.03000000000002 110.457785 393.82500000000005 16.989939000000003 29.184500000000003 396.4661000000001 22.727300000000003 8 255.07275000000001 437.49875000000003 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 9 2 2 2 9 9 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 left_child=1 6 8 7 -5 17 13 11 12 18 -11 27 15 34 22 23 21 30 35 20 -9 32 26 29 -25 31 -15 28 -3 -2 40 -17 33 -10 41 36 -8 -27 44 -37 45 43 -14 -1 -23 -4 -29 right_child=2 3 5 4 -6 -7 9 19 16 10 -12 -13 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5 0 split_gain=2.69474e+06 714806 980453 673904 820445 626288 339962 270365 250622 273355 203644 201910 198002 220076 175568 167732 151011 148729 136931 201840 121574 133198 118926 117728 132943 116898 109939 107795 105886 94247.3 85721.7 64679.2 65278.3 62851 61194.1 57910.7 177889 50760.7 50006.1 46493.1 45446.8 62147.5 45936.8 41364.1 40784.1 39979 33904.6 51718.6 33817.9 59328.2 33731 29370.3 23401 22832.3 20810.1 17743.9 15818.9 9353.97 threshold=0 34.665000000000006 234.29475000000005 95.355000000000004 162.20850000000004 232.66575000000003 316.16700000000009 1 2 442.89500000000004 3 232.94400000000005 61.518750000000004 174.86250000000004 292.55550000000005 24.122500000000006 210.73000000000002 400.11250000000007 4 431.47500000000008 400.11250000000007 5 6 174.86250000000004 7 148.23000000000005 657.87500000000011 8 364.99000000000007 52.021000000000008 9 48.400000000000006 137.58000000000001 3.4326000000000008 37.913750000000007 25.333500000000004 26.477600000000002 30.01275 10 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847250944 1052672 138413312 0 16777216 134217728 2181316608 537920784 1107701073 547094528 134217730 134234272 0 262144 0 0 139264 553648772 10491904 138412160 2147619108 22071296 100925456 4194304 67108864 16384 0 524289 8193 16384 416 536870976 0 0 17 0 0 33554448 is_linear=0 shrinkage=0.01 Tree=23 num_leaves=58 num_cat=15 split_feature=25 0 5 0 0 1 2 6 2 25 25 2 1 10 1 6 1 25 17 18 24 2 24 26 25 24 0 0 24 1 26 2 1 1 13 2 0 0 26 0 22 1 25 2 26 25 25 1 1 25 25 2 2 26 0 24 26 split_gain=2.39875e+06 1.38702e+06 1.7427e+06 985109 630296 455507 430763 427166 329694 278112 247674 242517 162232 143700 137519 229671 135194 134476 130136 149359 130804 121777 117226 113765 113741 95823.2 77144.6 69381.7 66022.9 62325.6 68320.1 62240 90374.1 60838.4 49010.4 48008.5 46868.5 146813 44258 32764.8 32755.2 29099.8 28080.1 27515.6 22154.7 21651.9 21282.6 18806.7 15963.2 12994.9 9369.29 5740.71 5073.74 4917.18 5381.69 3861.08 1185.8 threshold=0 121.97500000000001 115.14900000000002 309.85375000000005 95.355000000000004 437.49875000000003 311.36400000000009 276.13500000000005 74.402200000000008 1 2 271.95250000000004 213.3887 142.17232500000003 79.732000000000014 172.67400000000001 202.45500000000004 3 120.129 47.551000000000009 4 333.67962000000006 5 2022.5000000000002 6 7 114.27500000000002 161.24750000000003 8 543.20000000000016 2022.5000000000002 28.745500000000003 92.530000000000015 395.70800000000008 207.35339000000002 120.93775000000001 25.333500000000004 26.940999999999999 2022.5000000000002 161.24750000000003 115.30250000000001 36.902000000000008 9 70.64500000000001 2022.5000000000002 10 11 292.38750000000005 437.49875000000003 12 13 6.4936000000000016 394.3250000000001 2022.5000000000002 185.76000000000002 14 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 9 2 2 1 2 1 2 9 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 9 2 2 9 9 2 2 2 2 1 2 left_child=1 5 7 -4 10 14 9 12 29 13 11 16 22 25 17 21 36 56 20 -20 -19 28 27 -13 31 26 -6 -3 -16 -7 -31 40 45 -14 43 -34 42 -38 -27 -24 41 -12 -2 46 48 -33 -26 -46 -18 -45 53 55 -25 -11 -55 -52 -1 right_child=4 2 3 -5 6 8 -8 -9 -10 50 24 23 33 -15 15 -17 44 18 19 -21 -22 -23 39 52 34 38 -28 -29 -30 30 -32 32 35 -35 -36 -37 37 -39 -40 -41 -42 -43 -44 49 47 -47 -48 -49 -50 -51 51 -53 -54 54 -56 -57 -58 leaf_value=0.47998006836312718 0.035287227724768118 0.050421179533004762 0.91044784459200767 3.3728947113454342 0.8111977327086709 0.09510882441202799 1.4787764999601576 1.7047625954945884 1.8825766048431396 0.20891446052453458 -0.013197562360094379 0.95239605928722182 1.2381144897460938 1.1849733752296085 0.33755463086754267 1.1858561369895935 0.34351112718167515 0.035517149081603257 0.25323908533900974 1.1824755158424378 0.10269788284735169 0.9155976462364197 0.38724470749497414 0.33521478767395019 -0.025831968540146983 0.31780074686154552 0.39006631129349656 0.55355483763348989 0.083608248497874488 0.90408658632418015 0.27609908612569173 -0.021596350547903209 0.22940440500936202 0.53324080904324855 0.44067294684323399 0.85782209396362308 0.78206046258249584 0.064299252066159718 0.014100525462738822 0.10190525468573514 0.29874967827516441 0.047120131493588138 0.0030805661476525832 0.14382400097866213 0.034456479441788465 0.075263170478353791 -0.037286808952871522 0.34264999167485671 0.67102038210088555 0.006226027088051431 0.047760207383528999 0.16874681092443922 0.13751159014525238 0.14568620484049727 -0.027356767095625401 -0.020992535606343697 0.41594943913546473 leaf_weight=61 3494 32 33 32 55 30 27 24 20 39 34181 38 25 21 153 25 46 4361 128 20 8850 23 48 25 31366 87 208 191 339 41 30 337 31 24 22 20 31 353 107 249 34 819 11934 114 36 718 34236 44 22 168 105 21 27 41 32 272 55 leaf_count=61 3494 32 33 32 55 30 27 24 20 39 34181 38 25 21 153 25 46 4361 128 20 8850 23 48 25 31366 87 208 191 339 41 30 337 31 24 22 20 31 353 107 249 34 819 11934 114 36 718 34236 44 22 168 105 21 27 41 32 272 55 internal_value=0 0.119432 0.568308 2.12273 -0.0155384 0.0986227 0.232591 0.397925 0.709548 0.198536 -0.0176724 0.0188386 0.342804 0.368425 0.0933482 0.249826 0.0159313 0.0870775 0.0838666 0.378812 0.0806259 0.204387 0.29097 0.536491 -0.0234144 0.338965 0.460621 0.460697 0.17114 0.477265 0.63874 -0.00915052 0.0647067 0.89287 -0.0312336 0.475843 0.0131155 0.122244 0.142929 0.143199 -0.0114848 -0.0117861 0.0103993 -0.0313959 0.316763 0.0448319 -0.0318196 0.203963 0.44947 0.0671717 0.0314646 0.00763777 0.232561 0.108569 0.0698318 -0.00113388 0.413937 internal_weight=0 14794 658 65 119111 14136 1015 593 121 988 118096 16050 569 478 14015 540 15960 13475 13359 148 13211 515 520 90 102046 457 263 223 492 101 71 36140 1106 49 65906 51 15812 384 194 297 35034 35000 15428 65884 148 1055 65602 80 68 282 510 398 52 112 73 377 116 internal_count=133905 14794 658 65 119111 14136 1015 593 121 988 118096 16050 569 478 14015 540 15960 13475 13359 148 13211 515 520 90 102046 457 263 223 492 101 71 36140 1106 49 65906 51 15812 384 194 297 35034 35000 15428 65884 148 1055 65602 80 68 282 510 398 52 112 73 377 116 cat_boundaries=0 6 12 18 23 24 25 31 32 33 39 45 51 54 58 59 cat_threshold=5275648 67502081 20484 423723136 34222593 8705 578815488 1052704 138413312 0 16777216 134217728 2181316608 537920784 1107701073 547094528 134217730 134234272 0 262144 0 0 139264 2188 454 553648772 10491904 138412160 2147619108 22071296 100925456 3672 1168 2147762176 16 8528 9699328 134217728 16544 536870916 0 138412032 2147614724 16384 16 278926352 268509924 538968096 33564162 1164 19924032 268436480 32 538968064 268451840 384 536870976 2147483648 1553 is_linear=0 shrinkage=0.01 Tree=24 num_leaves=38 num_cat=0 split_feature=0 5 4 1 2 2 2 5 2 11 5 0 1 1 3 5 17 19 0 4 18 4 1 3 3 2 0 0 9 11 9 4 0 1 12 1 5 split_gain=2.16155e+06 1.43901e+06 1.13972e+06 785966 790624 645798 470960 406924 207889 193760 181341 180531 166866 162251 157740 108372 450438 100221 96216.3 85876 82513.3 80672.3 78097.4 67771 64285.1 64267.1 44781.1 41368.2 40539.4 39839.6 39249.9 37781.1 37765.9 36093.9 36043.7 15904.1 15440.9 threshold=95.355000000000004 115.14900000000002 232.66575000000003 102.46769250000001 543.20000000000016 480.00160000000005 160.61250000000001 64.831750000000014 255.07275000000001 13.016250000000001 199.59643500000001 24.245000000000005 213.3887 1066.3056000000001 1048.2900000000002 111.98700000000001 36.714000000000006 33.705000000000005 201.25000000000003 148.23000000000005 63.073500000000003 100.664 311.36400000000009 45.222500000000004 134.02375000000004 16.660407500000005 242.89125000000004 166.14750000000004 9.2947500000000023 21.057000000000006 145.10250000000005 115.1915 172.45500000000001 161.49750000000009 3.4090000000000003 44.610000000000007 273.10998000000006 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 left_child=3 5 6 8 7 12 18 13 11 25 24 14 20 17 15 21 -17 29 -3 23 30 -1 26 28 31 33 -14 -24 -13 -5 32 35 -2 -9 -25 -10 -20 right_child=1 2 -4 4 -6 -7 -8 9 10 -11 -12 19 22 -15 -16 16 -18 -19 36 -21 -22 -23 27 34 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 leaf_value=-0.01179253009580093 0.14812357789110006 0.14542283614476523 3.4076546571565713 0.10834732343682973 2.0715799294347348 1.9716502748836171 2.2138273088498548 0.027857636321674692 0.088345390796661386 1.5240470920227194 1.1538203053474427 0.043058133575309111 1.2837678159986223 0.9170397601304231 0.71486542288462318 0.062642589122269332 1.4520030853152275 0.8352552505731583 0.68145853349140706 0.57102843428359318 0.77872959769689121 0.080997151509164117 0.050639550902626729 0.21563225486485857 0.63502632447651464 0.92305142846600763 0.65144565681616473 0.59295832487253042 0.19744558243233648 0.3770634298900078 0.56860060437520343 0.55690958070755003 0.24981806246935384 0.56112727944056195 0.67558941602706912 0.3674003984711387 1.0697020363807679 leaf_weight=125787 674 33 23 1132 23 22 22 22 285 27 20 2409 21 27 30 842 24 20 21 34 26 944 22 115 28 29 24 39 183 58 30 20 797 30 20 22 20 leaf_count=125787 674 33 23 1132 23 22 22 22 285 27 20 2409 21 27 30 842 24 20 21 34 26 944 22 115 28 29 24 39 183 58 30 20 797 30 20 22 20 internal_value=0 0.346132 1.40827 -0.00526758 0.233183 0.269761 0.929248 0.201746 -0.00776218 0.790412 0.227351 -0.00843837 0.246833 0.150351 -0.0101691 -0.0103395 0.101147 0.133243 0.547346 0.0715625 0.2202 -0.0111014 0.630502 0.0653352 0.175155 0.545866 0.946529 0.397368 0.0539582 0.121444 0.210525 0.135778 0.203222 0.335513 0.283774 0.108343 0.870846 internal_weight=0 1774 119 132131 1368 1655 96 1345 130763 108 375 130388 1633 1237 127627 127597 866 1210 74 2761 1527 126731 106 2727 355 81 45 61 2592 1190 1501 327 1471 52 135 307 41 internal_count=133905 1774 119 132131 1368 1655 96 1345 130763 108 375 130388 1633 1237 127627 127597 866 1210 74 2761 1527 126731 106 2727 355 81 45 61 2592 1190 1501 327 1471 52 135 307 41 is_linear=0 shrinkage=0.01 Tree=25 num_leaves=34 num_cat=2 split_feature=0 4 5 1 5 9 6 6 3 0 7 6 5 3 6 4 8 24 1 0 5 3 0 11 24 1 0 0 3 26 1 1 0 split_gain=1.97031e+06 1.81717e+06 1.16825e+06 974491 950260 632547 559616 466889 436995 382881 345943 292327 268427 224916 202290 167048 176993 155289 152544 145847 113813 95403.1 82097.4 81409 80145.8 54871.3 43907.2 61594.4 40020.6 37580.3 37401.1 29091.6 28279.4 threshold=172.45500000000001 398.32578000000007 52.149000000000008 102.46769250000001 76.235173500000016 1023.8910000000002 121.28400000000001 42.854000000000006 1048.2900000000002 25.333500000000004 172.67400000000001 162.20850000000004 336.19875000000008 1.6530000000000002 246.34000000000003 73.786500000000018 174.86250000000004 0 1066.3056000000001 192.58100000000002 191.43400000000005 40.251250000000006 75.242000000000004 8.3632500000000025 1 232.94400000000005 431.47500000000008 479.65650000000011 74.412199999999999 2022.5000000000002 161.49750000000009 242.78875000000002 542.34225000000004 decision_type=2 2 2 2 2 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 left_child=3 2 14 5 18 8 12 13 9 15 11 -11 25 -4 17 20 -17 19 21 -2 -1 24 23 -23 29 30 28 -28 -19 -5 -6 -26 -21 right_child=1 -3 7 4 6 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 16 -18 26 -20 32 -22 22 -24 -25 31 -27 27 -29 -30 -31 -32 -33 -34 leaf_value=-0.010836767445559196 1.3128816183408103 3.3576128101348877 1.5733445593714714 0.32227659611001847 0.41673875130139865 1.6175476984182993 2.5629096100547097 0.57252974120053379 1.1810942826732513 0.077455183571318004 1.1180212625951478 0.84791090812683112 1.7545060968399049 2.9251748595237737 1.179987695614497 0.082424207582531675 0.81300458136726839 0.1173800862811256 0.88547771978378298 0.34457069429191384 0.14865590066315071 0.17371230333729795 0.95603699642678963 0.83677011479502139 0.016571770273231069 0.0754245400428772 0.74664108687433695 0.24029109832644463 0.42543040120083353 0.13869284390807152 0.9703301948049794 0.15383113824722605 0.72266307901453086 leaf_weight=126705 24 21 32 252 26 24 22 33 31 3267 33 50 22 20 24 1343 34 507 30 74 449 95 23 23 454 22 29 140 46 200 23 234 27 leaf_count=126705 24 21 32 252 26 24 22 33 31 3267 33 50 22 20 24 1343 34 507 30 74 449 95 23 23 454 22 29 140 46 200 23 234 27 internal_value=0 0.447766 0.383847 -0.00295172 0.257061 -0.00576201 1.12865 1.50287 -0.00605736 -0.00633641 0.0992049 0.0890689 0.789369 2.09328 0.274643 -0.00908721 0.100463 0.24899 0.180606 0.56681 -0.0102736 0.164098 0.409484 0.302952 0.133748 0.490312 0.183572 0.32718 0.143005 0.235827 0.676588 0.0623497 0.445645 internal_weight=0 977 956 133362 1426 131936 115 85 131912 131881 3350 3317 93 52 871 128531 1377 847 1311 125 127154 1281 141 118 1140 71 722 169 553 452 49 688 101 internal_count=134339 977 956 133362 1426 131936 115 85 131912 131881 3350 3317 93 52 871 128531 1377 847 1311 125 127154 1281 141 118 1140 71 722 169 553 452 49 688 101 cat_boundaries=0 1 2 cat_threshold=10 1176 is_linear=0 shrinkage=0.01 Tree=26 num_leaves=33 num_cat=2 split_feature=0 4 5 1 5 9 6 6 3 0 7 6 5 3 6 18 4 24 1 0 3 0 11 24 1 0 0 3 26 1 1 0 split_gain=1.9311e+06 1.78101e+06 1.14501e+06 955099 931350 619960 548480 457598 428298 375262 339059 286510 263085 220440 198264 164852 155357 152199 149508 142945 93504.6 80463.7 79788.9 78550.9 53779.4 43033.5 60368.6 39224.2 36832.5 36656.8 28512.7 27716.6 threshold=172.45500000000001 398.32578000000007 52.149000000000008 102.46769250000001 76.235173500000016 1023.8910000000002 121.28400000000001 42.854000000000006 1048.2900000000002 25.333500000000004 172.67400000000001 162.20850000000004 336.19875000000008 1.6530000000000002 246.34000000000003 484.61250000000007 73.786500000000018 0 1066.3056000000001 192.58100000000002 40.251250000000006 75.242000000000004 8.3632500000000025 1 232.94400000000005 431.47500000000008 479.65650000000011 74.412199999999999 2022.5000000000002 161.49750000000009 242.78875000000002 542.34225000000004 decision_type=2 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 left_child=3 2 14 5 18 8 12 13 9 15 11 -11 24 -4 17 16 -1 19 20 -2 23 22 -22 28 29 27 -27 -19 -5 -6 -25 -21 right_child=1 -3 7 4 6 -7 -8 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27 internal_value=0 0.443289 0.380009 -0.00292221 0.254491 -0.00570439 1.11737 1.48784 -0.00599678 -0.00627304 0.0982128 0.0881782 0.781475 2.07235 0.271896 -0.00899634 -0.00919616 0.2465 0.1788 0.561141 0.162457 0.405389 0.299923 0.13241 0.485409 0.181736 0.323908 0.141574 0.233469 0.669822 0.0617262 0.441188 internal_weight=0 977 956 133362 1426 131936 115 85 131912 131881 3350 3317 93 52 871 128531 128491 847 1311 125 1281 141 118 1140 71 722 169 553 452 49 688 101 internal_count=134339 977 956 133362 1426 131936 115 85 131912 131881 3350 3317 93 52 871 128531 128491 847 1311 125 1281 141 118 1140 71 722 169 553 452 49 688 101 cat_boundaries=0 1 2 cat_threshold=10 1176 is_linear=0 shrinkage=0.01 Tree=27 num_leaves=60 num_cat=12 split_feature=25 3 0 4 26 1 5 0 6 7 25 3 25 25 2 24 1 0 5 0 5 5 0 2 25 24 3 1 1 2 4 7 7 0 0 25 12 26 20 1 22 5 25 25 25 7 0 3 26 2 3 0 0 24 26 5 4 0 2 split_gain=2.71801e+06 1.44433e+06 900664 978606 701972 663580 708239 496353 431240 306273 303248 261930 234026 231611 250562 225999 212742 207129 191337 185576 166459 140357 139522 127997 118743 115146 108113 91377.5 77762.8 127553 77282.1 55210.1 170785 52414.9 51186.7 50434.4 40507.8 39144.9 38290.3 35634.2 32945.9 28054.4 27589.4 26819.4 23866.2 24760.6 23702.8 36482.9 22080.5 17085.3 16565.7 14483.8 9421.67 6824.16 4889.22 4505.19 4354.54 3514.34 89.6293 threshold=0 782.62500000000011 431.47500000000008 55.150500000000008 2022.5000000000002 46.726464000000014 79.77300000000001 65.08550000000001 121.28400000000001 336.69250000000005 1 199.59643500000001 2 3 271.95250000000004 4 1066.3056000000001 643.62800000000016 293.31000000000006 212.70000000000005 400.11250000000007 74.002100000000013 43.772500000000008 333.67962000000006 5 6 134.02375000000004 311.36400000000009 36.902000000000008 120.93775000000001 8.0855000000000015 57.990000000000002 62.713000000000001 25.333500000000004 95.355000000000004 7 196.52100000000004 2022.5000000000002 24.771900000000006 480.00160000000005 115.30250000000001 50.882240000000003 8 9 10 213.3887 133.40270000000001 32.919000000000011 2022.5000000000002 28.2255 255.07275000000001 783.48000000000013 81.717500000000015 11 2022.5000000000002 0.68502150000000006 69.058000000000021 1083.9006000000002 480.00160000000005 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 9 9 2 1 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 2 9 9 9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 5 17 -3 12 9 13 18 16 11 21 15 14 26 19 -7 37 -8 -1 22 25 -14 -16 28 49 27 33 31 42 -22 40 -33 -2 -27 -17 44 -4 43 -29 -15 50 -30 46 45 -26 52 -48 -25 -9 -28 -19 -12 54 -45 -55 -46 -53 -50 right_child=7 4 3 -5 -6 6 8 10 -10 -11 38 -13 20 24 23 35 -18 51 -20 -21 30 -23 -24 48 36 34 41 39 29 -31 -32 32 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 53 56 -47 47 -49 58 -51 -52 57 -54 55 -56 -57 -58 -59 -60 leaf_value=0.33192500230060701 0.007904333136724246 0.37497787761688228 0.80134125709533688 2.9522225427627564 2.7936070915857947 0.23010705723151426 0.47891396916189866 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147 115 61 503 483 86 127 97 76 internal_count=134216 15627 412 391 118589 981 15215 101 15114 117608 117415 19635 15017 353 953 14994 563 14431 193 97780 81 430 523 171 97746 97 66 283 255 19597 592 34094 238 107 44 19005 131 63652 147 115 61 503 483 86 127 97 76 cat_boundaries=0 6 12 13 19 24 25 26 32 34 40 cat_threshold=5275648 393217 20548 432111744 33698307 8225 2181316608 605029392 1073885072 2685927424 155746304 134234768 2097 545261056 1052704 1280 0 16777216 134217728 0 0 4100 16842752 139264 2266 673 536871828 6592 171966465 1074147620 18436 117703744 32768 131072 16384 0 17 0 0 33554448 is_linear=0 shrinkage=0.01 Tree=35 num_leaves=35 num_cat=2 split_feature=0 4 1 5 6 3 7 3 0 3 2 1 5 6 14 5 1 19 4 7 11 6 24 17 13 24 4 4 18 3 13 2 0 17 split_gain=1.71104e+06 1.90684e+06 857365 862584 726441 610781 497356 326871 297459 408656 289592 264611 251035 211730 170900 139669 138407 127638 126553 124020 91803.3 88944.8 95406.3 86829.6 85936.9 84237.5 78424.2 67376.5 63537.4 60957.2 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4 25 25 1 25 6 6 8 7 24 24 0 0 3 0 0 16 3 1 1 7 25 24 4 0 0 0 0 split_gain=1.94423e+06 982210 1.84518e+06 491354 753402 424955 377659 307843 437097 254886 413286 221267 276112 213009 194509 189089 188024 187354 167026 144986 136842 127473 120264 118813 116016 71655.9 55568.4 54353.8 118980 51170.1 42635.2 41371.4 37042.8 33871.7 31175.7 29845.5 28916.4 23475.5 23016.5 21291.7 18982 28082.7 12619.8 11627.5 5744.41 6876.44 4251.14 3766.08 4886.36 95.5422 threshold=0 201.25000000000003 232.66575000000003 395.70800000000008 14.520721500000002 242.64500000000001 95.355000000000004 1 2 441.87500000000006 27.260118000000002 40.324500000000008 78.61875000000002 3 213.3887 139.99850000000004 396.4661000000001 782.62500000000011 4 46.726464000000014 98.970000000000013 75.020000000000024 89.650000000000006 5 6 480.00160000000005 7 162.20850000000004 195.31750000000002 48.853500000000011 57.990000000000002 8 9 542.34225000000004 242.89125000000004 441.87500000000006 309.85375000000005 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68158736 1107693328 538181632 16828418 134496912 8389632 1048576 541066496 0 16777216 16384 538969876 8460864 146800641 2147628032 5242884 100668480 107 277426177 268435616 538968234 33555046 604046344 1058816 is_linear=0 shrinkage=0.01 Tree=41 num_leaves=44 num_cat=8 split_feature=25 0 4 2 1 3 0 9 6 4 9 25 2 4 11 2 25 0 3 25 3 3 1 6 1 3 1 0 13 25 2 25 1 6 25 1 0 0 0 2 25 0 1 split_gain=1.98209e+06 1.09701e+06 1.89073e+06 563182 475223 532297 440185 590606 267006 250067 203036 171294 160706 158999 227976 156550 143356 142360 137995 118329 108191 107248 107067 106020 95260.2 129255 77422.2 73986.9 69309.6 67477.9 63776.3 55524.7 48151.1 32482.1 20223 20099.8 16438.9 14248.2 19132.9 13240.4 12366.6 10087.5 9461.86 threshold=0 212.70000000000005 255.07275000000001 160.61250000000001 437.49875000000003 12.987 104.05000000000001 162.20850000000004 442.27000000000004 199.59643500000001 482.64500000000004 1 271.95250000000004 120.129 189.36750000000004 174.86250000000004 2 242.89125000000004 5.6142500000000011 3 74.412199999999999 5.0080000000000009 126.32950000000001 657.87500000000011 202.45500000000004 20.426500000000004 1066.3056000000001 25.333500000000004 292.55550000000005 4 333.67962000000006 5 40.324500000000008 2.7973590000000006 6 11.040900000000002 185.76000000000002 309.85375000000005 242.89125000000004 480.00160000000005 7 542.34225000000004 543.20000000000016 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 9 2 9 2 2 9 2 2 2 2 2 9 2 2 left_child=1 4 3 16 8 26 10 9 13 20 11 12 24 19 15 -15 17 -3 23 -1 29 -19 -21 -10 27 -26 42 -2 31 33 -14 32 -13 -8 -33 36 -22 38 -18 -32 -31 -39 -6 right_child=6 2 -4 -5 5 -7 7 -9 18 -11 -12 28 30 14 -16 -17 37 21 -20 22 35 -23 -24 -25 25 -27 -28 -29 -30 40 39 34 -34 -35 -36 -37 -38 41 -40 -41 -42 -43 -44 leaf_value=0.38454835869017101 0.0012703114926795006 1.1976427444127891 3.4067111844601841 1.7450193906599476 0.16015537410974504 2.1881056880950926 0.20531015565337205 1.6390860966273717 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33 33217 675 25 26433 23 20 39 32 30 418 28 63 internal_value=0 0.106761 0.622994 0.453615 0.092992 0.681424 -0.0139112 0.21033 0.0875924 0.162761 -0.0155607 -0.0157925 0.00762823 0.0840942 0.261394 0.216805 0.338244 0.480606 0.602573 0.0780023 0.131962 0.410368 0.0751576 0.399548 0.00610621 0.253232 0.421651 0.00454014 -0.0219799 0.0980432 0.43421 -0.0221581 -0.0119044 0.236527 -0.0279602 0.523336 0.393206 0.0402209 0.159681 0.264625 0.0316339 -0.0554065 0.300186 internal_weight=0 15358 401 378 14957 136 119089 869 14821 841 118220 118183 24702 14721 489 469 347 223 100 14232 815 197 14116 77 24614 155 116 24459 93481 750 88 93442 33792 230 59650 65 42 124 57 63 520 67 95 internal_count=134447 15358 401 378 14957 136 119089 869 14821 841 118220 118183 24702 14721 489 469 347 223 100 14232 815 197 14116 77 24614 155 116 24459 93481 750 88 93442 33792 230 59650 65 42 124 57 63 520 67 95 cat_boundaries=0 6 12 17 22 28 34 40 42 cat_threshold=2153021440 393216 28740 432636032 34091073 1 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172.45500000000001 266.84000000000009 336.19875000000008 15.582750000000003 105.04150000000001 1048.2900000000002 271.95250000000004 68.728762500000002 47.834250000000004 335.81400000000008 33.677000000000014 50.318000000000012 2 112.53600000000002 174.86250000000004 272.24748000000005 12.664250000000001 39.44700000000001 3.4567500000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=4 2 7 -4 8 6 11 16 12 25 23 14 18 -9 15 -6 17 34 21 -7 -19 22 -1 32 -23 26 27 -10 29 -18 -27 -32 -11 35 -2 -13 right_child=1 -3 3 -5 5 19 -8 13 9 10 -12 33 -14 -15 -16 -17 28 20 -20 -21 -22 24 -24 -25 -26 30 -28 -29 -30 -31 31 -33 -34 -35 -36 -37 leaf_value=-0.0085507475659095597 0.063567682049491189 2.6835509641082202 -0.01271348203931536 3.1242748687185089 0.13621888094088611 2.1058090329170227 1.5122101604938507 0.44910439491271975 0.047427137207982119 0.23751647454627015 1.7481785313979439 -0.039539996496145279 1.017569364820208 1.7639847760200502 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12171.7 9217.7 2104.85 398.715 threshold=0 212.70000000000005 255.07275000000001 120.129 437.49875000000003 12.987 104.05000000000001 162.20850000000004 191.43400000000005 242.64500000000001 145.10250000000005 199.59643500000001 482.64500000000004 1 2 3 271.95250000000004 93.065000000000012 4 77.252500000000012 5 74.412199999999999 255.07275000000001 2022.5000000000002 202.45500000000004 20.426500000000004 8.0855000000000015 1066.3056000000001 25.333500000000004 292.55550000000005 6 7 40.324500000000008 2022.5000000000002 362.49400000000003 8.0855000000000015 8 126.32950000000001 167.97000000000003 144.82000000000002 11.040900000000002 185.76000000000002 362.49400000000003 9 543.20000000000016 394.3250000000001 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 1 9 1 2 2 9 2 9 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 left_child=1 4 3 13 8 27 12 11 15 10 26 21 14 22 16 20 24 18 -17 -19 38 30 -3 -18 28 -26 -10 44 -2 31 36 32 -16 35 -24 -15 -8 -22 -1 -33 41 -23 -35 -32 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1.03893e+06 2.04283e+06 655539 455022 506932 412616 557284 307692 258298 234416 213101 193535 164106 152926 149175 147062 186655 160561 139700 134798 103453 103411 91040.4 90816.6 122317 74461.3 70764.8 64985.9 58700.1 85868.9 70839.7 58488.4 55001.6 103240 54526.8 105913 41377 76853.6 39187.3 38667.3 31812.7 19333.4 15732.2 11951.7 9034.27 5966.46 2062.96 390.782 threshold=0 201.25000000000003 232.66575000000003 115.14900000000002 437.49875000000003 12.987 104.05000000000001 162.20850000000004 364.99000000000007 8.0855000000000015 199.59643500000001 8.3632500000000025 482.64500000000004 1 271.95250000000004 2 3 442.27000000000004 657.87500000000011 482.64500000000004 93.065000000000012 74.412199999999999 4 2022.5000000000002 202.45500000000004 20.426500000000004 1066.3056000000001 25.333500000000004 5 40.324500000000008 47.834250000000004 70.917000000000016 109.12700000000002 6 362.49400000000003 55.104960000000013 65.983462500000016 643.62800000000016 362.49400000000003 7 8 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101 111 52 55 20211 1034 465 115 51 158 59272 51 350 190 59 190 116 57 569 549 74 internal_count=134407 15609 405 374 15204 104 118798 15100 1452 393 14942 88 117346 324 353 117022 14854 249 20417 67 357 334 155 54 14605 303 20262 96605 301 245 96572 84 108 1059 57 37300 101 111 52 55 20211 1034 465 115 51 158 59272 51 350 190 59 190 116 57 569 549 74 cat_boundaries=0 6 11 14 15 21 22 23 24 30 36 42 43 cat_threshold=2147516416 67502083 20804 291078272 34218051 8705 0 0 4 0 8192 536871424 4352 138413056 834 38027392 540017664 405136 1753481216 155211776 134234256 2178 3090 600 536872452 276896068 1254096897 2147623204 32772 100664384 276841472 269485088 536870912 0 16781312 167772160 295768337 8880 538968074 33558594 605029640 17827872 3649 is_linear=0 shrinkage=0.01 Tree=51 num_leaves=42 num_cat=2 split_feature=0 4 5 1 8 5 2 0 7 11 2 9 6 9 5 7 1 19 24 18 1 1 24 0 0 26 0 0 1 2 6 26 1 0 0 6 0 1 0 0 1 split_gain=1.53576e+06 1.91208e+06 1.03277e+06 615249 592608 642398 491454 382064 472921 236244 213365 233621 166304 180572 167831 162595 141346 179500 129897 120459 99002.3 94740.1 80907.7 75027.3 79760.2 70439.7 63211.9 53114.7 65944.8 51317.3 40714.1 27003 25555.9 13644.7 20303.6 12035.4 9395.63 8050.02 6427.88 4172.87 3295.14 threshold=212.70000000000005 398.32578000000007 54.567500000000003 395.70800000000008 12.987 186.22625000000002 185.38000000000002 25.333500000000004 295.12500000000006 8.3632500000000025 154.91865000000004 1023.8910000000002 162.20850000000004 8.0855000000000015 273.10998000000006 187.26000000000002 40.324500000000008 33.705000000000005 0 571.7600000000001 64.397977000000012 5.1060000000000008 1 232.94400000000005 431.47500000000008 2022.5000000000002 393.82500000000005 8.0855000000000015 650.90000000000009 292.55550000000005 98.885600000000011 2022.5000000000002 543.20000000000016 431.47500000000008 309.85375000000005 295.12500000000006 479.65650000000011 43.258950000000006 223.35100000000003 643.62800000000016 480.00160000000005 decision_type=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 2 2 2 2 2 2 2 2 2 left_child=3 2 18 7 5 -4 9 10 12 25 11 16 14 35 22 21 19 -18 31 -1 23 30 -9 38 -25 27 -22 28 -5 -23 -12 33 40 34 -2 -14 37 -33 -20 -35 -27 right_child=1 -3 4 6 -6 -7 -8 8 -10 -11 15 -13 13 -15 -16 -17 17 -19 20 -21 26 29 -24 24 -26 32 -28 -29 -30 -31 -32 36 -34 39 -36 -37 -38 -39 -40 -41 -42 leaf_value=-0.0082439750092182223 0.2140891139323895 3.4984472131729127 3.4570460060664585 0.30313870897480089 0.27075858556307281 1.1250319872962105 1.8868079197406769 0.23418565753669696 1.5258685194927715 1.390632350921631 0.060901375982030555 1.0238605338876898 0.099756415807283838 1.3747128520011902 0.8111977535678494 0.90653669425419392 0.062296741943185879 0.88264531665378143 0.5869610019352125 0.7002808468540509 1.2108440621693928 0.21257608786396595 0.05822746476195173 0.13203788220261534 0.47173451149905171 0.26889813184738159 0.45200063487757808 0.013986378479003907 0.85769517557041075 0.60281900162046609 0.47281895399093626 0.06678667161762715 -0.12932428127111392 0.40006126550527721 -0.1281627447788532 0.41379171537316367 -0.14681325614452362 -0.15298618221282959 0.83208681726455691 0.21293262134898794 0.10557340548152017 leaf_weight=126531 52 20 21 51 26 27 23 277 23 20 597 22 26 20 31 28 2201 27 23 24 21 87 3393 192 108 30 23 25 37 55 25 100 43 26 26 23 40 20 20 22 21 leaf_count=126531 52 20 21 51 26 27 23 277 23 20 597 22 26 20 31 28 2201 27 23 24 21 87 3393 192 108 30 23 25 37 55 25 100 43 26 26 23 40 20 20 22 21 internal_value=0 0.44704 0.365342 -0.00171316 1.48667 2.14529 0.493907 -0.00264205 0.0962844 0.352776 -0.00553739 -0.00654354 0.0875628 0.573987 0.078494 0.158094 -0.00671956 0.0722381 0.242046 -0.00810961 0.358348 0.130665 0.072305 0.310322 0.254329 0.2525 0.814176 0.420747 0.536304 0.363727 0.0774575 0.0697058 0.0502451 0.181639 0.100005 0.247161 -0.0140849 0.0301579 0.700973 0.314294 0.201647 internal_weight=0 767 747 133640 74 48 250 133390 3793 227 129597 128805 3770 69 3701 792 128783 2228 673 126555 387 764 3670 343 300 207 44 113 88 142 622 286 94 126 78 49 160 120 43 48 51 internal_count=134407 767 747 133640 74 48 250 133390 3793 227 129597 128805 3770 69 3701 792 128783 2228 673 126555 387 764 3670 343 300 207 44 113 88 142 622 286 94 126 78 49 160 120 43 48 51 cat_boundaries=0 1 2 cat_threshold=2213 16 is_linear=0 shrinkage=0.01 Tree=52 num_leaves=51 num_cat=11 split_feature=25 0 5 4 6 5 0 25 7 9 25 9 4 2 25 24 24 25 0 2 24 0 25 7 13 8 0 0 6 6 2 0 9 2 0 0 24 0 2 2 2 25 0 0 0 0 6 11 7 2 split_gain=1.72563e+06 1.03306e+06 2.49704e+06 635642 337098 519613 308003 267953 253802 421218 244819 234597 186577 161424 198218 151071 148662 142180 125156 122485 107501 74926 67908.2 58866.6 56642.1 54555.5 54429.4 48541.5 46721.4 44798.2 42852.7 38202.6 37747.6 34080.8 33614.3 26003.2 34798.2 23142.5 15030.9 16128.5 13399.6 10498.6 12988.4 9763.57 6951.89 4911.31 4733.7 4633.74 239.848 70.8523 threshold=0 201.25000000000003 120.129 191.25900000000004 442.27000000000004 79.77300000000001 66.360000000000014 1 441.87500000000006 9.2947500000000023 2 673.83140000000014 191.25900000000004 185.38000000000002 3 4 5 6 290.96350000000007 783.48000000000013 7 114.27500000000002 8 482.16800000000006 207.35339000000002 293.68850000000003 479.65650000000011 290.96350000000007 546.86500000000012 98.885600000000011 255.07275000000001 242.89125000000004 9.0774200000000018 11.040900000000002 309.85375000000005 192.58100000000002 9 223.35100000000003 437.49875000000003 292.55550000000005 333.67962000000006 10 89.32950000000001 362.49400000000003 783.48000000000013 393.82500000000005 783.98480000000006 24.113099999999999 657.87500000000011 648.37500000000011 decision_type=9 2 2 2 2 2 2 9 2 2 9 2 2 2 9 1 1 9 2 2 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 4 3 16 7 28 11 -1 19 48 12 13 15 17 30 18 26 23 21 20 -9 -8 25 32 -24 -19 31 37 -6 35 -15 -3 -2 34 -17 41 45 -18 39 -16 -32 42 -12 -38 -29 -37 -30 -43 -10 -40 right_child=6 2 -4 -5 5 -7 10 8 9 -11 29 -13 -14 14 38 33 27 22 -20 -21 -22 -23 24 -25 -26 -27 -28 44 46 -31 40 -33 -34 -35 -36 36 43 -39 49 -41 -42 47 -44 -45 -46 -47 -48 -49 -50 -51 leaf_value=0.48178671320279443 0.01087646256754864 0.79839631384069265 3.2325906585924553 2.1013332033157348 0.64676794347939659 2.1069974997043612 0.78625685850779226 0.10187194524318806 0.19912259578704836 1.8536855534144812 0.18444353167499816 1.0188650222258135 1.0827262514829636 0.31749635501040352 0.0077229744438233414 0.02280511764195663 0.038655550583549171 -0.0079730576333177754 1.3256757608652114 0.66672171239874189 0.046707966652877762 0.23741747299789406 -0.02470695809089667 0.52040833753088245 0.5075475409030914 0.31616695330693173 0.91468343784934592 0.048040341699824615 0.043666742112901481 0.4704508661270142 0.91195495388337555 0.30128965918834394 0.095422744236866142 0.39736910865495079 0.4217520399888357 0.24519104107411113 0.094124711000605626 0.40849297493696213 -0.11120721154742771 0.21121279080708821 0.62672799611091612 -0.017135121710457894 0.021125983864068987 -0.060270703567398921 -0.12499103205544609 0.40576624908447267 0.23092184561270254 0.13792289185523987 0.2381511402130127 -0.13482148408889771 leaf_weight=158 13859 22 33 20 27 20 42 7136 32 21 70 22 32 36 123 176 23 35837 20 35 7120 61 67190 23 20 52 38 136 27 25 28 52 549 38 24 80 95 64 27 57 40 530 160 72 28 25 27 20 31 24 leaf_count=158 13859 22 33 20 27 20 42 7136 32 21 70 22 32 36 123 176 23 35837 20 35 7120 61 67190 23 20 52 38 136 27 25 28 52 549 38 24 80 95 64 27 57 40 530 160 72 28 25 27 20 31 24 internal_value=0 0.101709 0.593169 0.365751 0.0878078 0.66353 -0.011887 0.0838067 0.0790422 0.627167 0.131968 -0.0136818 0.342188 -0.0138745 0.205327 0.286024 0.270127 -0.0144993 0.556532 0.0758757 0.0744251 0.461216 -0.0186133 0.0148946 -0.0245449 -0.00750132 0.557293 0.115197 0.307119 0.0516018 0.544156 0.449078 0.014098 0.117886 0.0706787 0.0421386 0.12633 0.31072 0.0280114 0.0721614 0.744174 0.0127795 0.06788 0.026002 0.0184984 0.258778 0.137294 -0.0112914 0.218327 -0.12232 internal_weight=0 15050 416 383 14634 101 119357 14533 14375 84 1470 117887 393 117865 335 361 363 117530 123 14291 14256 103 103099 14431 67210 35889 112 251 81 1077 104 74 14408 238 200 1052 272 87 231 180 68 780 230 167 164 105 54 550 63 51 internal_count=134407 15050 416 383 14634 101 119357 14533 14375 84 1470 117887 393 117865 335 361 363 117530 123 14291 14256 103 103099 14431 67210 35889 112 251 81 1077 104 74 14408 238 200 1052 272 87 231 180 68 780 230 167 164 105 54 550 63 51 cat_boundaries=0 6 11 14 20 21 22 28 29 35 36 42 cat_threshold=2147516416 393219 20804 289505408 33693761 8705 0 0 4 0 8192 536871424 4352 138413056 512 1052672 1024 0 0 33554432 2074 834 38027392 606077952 405008 1755054080 138956802 134234240 1333 536871424 269556036 1254097025 2147615012 16812032 100663312 1136 268435456 32 536870912 0 16777216 33554432 is_linear=0 shrinkage=0.01 Tree=53 num_leaves=57 num_cat=15 split_feature=25 0 4 1 3 2 25 24 3 25 2 6 24 0 7 0 6 3 0 7 6 6 25 0 25 2 1 24 3 1 1 25 24 2 14 7 25 1 0 1 1 25 15 22 11 0 24 1 25 3 0 25 6 0 3 0 split_gain=1.69201e+06 1.02135e+06 2.0535e+06 467351 327940 320576 306182 381128 299057 286563 368379 251678 219015 208983 205858 196120 229452 193700 166962 374989 152306 130347 122016 217675 121162 119972 119135 98603 98352 87266 80135.8 84275 69263.5 62884.8 157899 56925.9 51145.9 50283.6 37142.7 31755.4 46472.9 31369.4 31192.3 30774.6 27904 25530.4 25525.4 23070.2 21355.7 21244.3 19721.8 15287.2 13328.3 12639.6 12398.5 9235.76 threshold=0 201.25000000000003 232.66575000000003 395.70800000000008 14.520721500000002 160.61250000000001 1 2 72.992500000000021 3 185.38000000000002 442.27000000000004 4 479.65650000000011 8.0855000000000015 25.333500000000004 145.27000000000001 199.59643500000001 8.0855000000000015 166.73750000000004 657.87500000000011 225.07500000000002 5 332.15050000000008 6 28.745500000000003 224.14500000000001 7 255.07275000000001 50.522500000000001 56.871000000000002 8 9 91.035000000000011 38.462500000000013 336.69250000000005 10 114.05000000000001 393.82500000000005 1066.3056000000001 480.00160000000005 11 147.83775000000003 115.30250000000001 20.426500000000004 185.76000000000002 12 543.20000000000016 13 78.735000000000014 223.35100000000003 14 68.932500000000019 255.07275000000001 77.14060000000002 309.85375000000005 decision_type=9 2 2 2 2 2 9 1 2 9 2 2 1 2 2 2 2 2 2 2 2 2 9 2 9 2 2 1 2 2 2 9 1 2 2 2 9 2 2 2 2 9 2 2 2 2 1 2 9 2 2 9 2 2 2 2 left_child=1 3 5 6 39 12 7 -1 15 10 17 18 13 53 20 24 22 37 32 -20 -13 -18 23 27 29 28 38 -17 -19 35 -31 -32 -8 36 41 46 43 48 -14 40 -5 -35 -38 -26 45 49 -2 -42 -10 54 51 -24 -51 -3 -11 -52 right_child=8 2 -4 4 -6 -7 11 -9 9 44 -12 14 26 -15 -16 16 21 25 19 -21 -22 -23 50 -25 33 -27 -28 -29 -30 30 31 -33 -34 34 -36 -37 42 -39 -40 -41 47 -43 -44 -45 -46 -47 -48 -49 -50 52 55 -53 -54 -55 -56 -57 leaf_value=0.81626400940177979 0.019441867556305965 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0.1988553133263038 -0.033049253248688529 0.17579363857827535 0.29921552565039661 0.39256508259546186 0.051065876937109574 leaf_weight=119 7171 28 28 37 26 34 5531 163 106 40 32 36 137 37 20 186 22 23 1095 23 31 25 820 34 34071 22 23 948 43 23 152 193 7809 107 20 42 65236 20 97 20 25 345 33 31 38 20 7256 52 114 640 65 934 41 41 21 121 leaf_count=119 7171 28 28 37 26 34 5531 163 106 40 32 36 137 37 20 186 22 23 1095 23 31 25 820 34 34071 22 23 948 43 23 152 193 7809 107 20 42 65236 20 97 20 25 345 33 31 38 20 7256 52 114 640 65 934 41 41 21 121 internal_value=0 0.0993845 0.582864 0.0857403 0.623305 0.398262 0.0799394 0.401115 -0.0119402 0.147838 0.377629 0.0733862 0.311295 0.672744 0.609678 -0.0135142 0.0642659 0.288203 0.0702098 0.187595 0.343911 0.757752 0.0537788 0.13398 -0.015654 0.689524 0.130942 0.111489 0.9027 0.0110082 0.163086 0.124984 0.060372 -0.0196152 0.0955352 0.0071479 -0.0201641 0.141052 0.0685365 0.423884 0.359405 0.0570614 -0.0253498 -0.0102287 0.0392216 0.0265232 0.00607768 0.219445 0.0974094 0.0170201 0.00477732 -0.00558084 0.00100569 0.411064 0.195804 0.102713 internal_weight=0 15412 425 14987 160 397 14827 282 118995 1160 360 14545 363 106 87 117835 3155 328 14458 1118 67 47 3108 1168 114680 88 257 1134 66 14837 368 345 13340 99843 472 14469 99371 240 234 134 114 452 65269 34102 800 762 14427 77 220 742 1940 1754 681 69 61 186 internal_count=134407 15412 425 14987 160 397 14827 282 118995 1160 360 14545 363 106 87 117835 3155 328 14458 1118 67 47 3108 1168 114680 88 257 1134 66 14837 368 345 13340 99843 472 14469 99371 240 234 134 114 452 65269 34102 800 762 14427 77 220 742 1940 1754 681 69 61 186 cat_boundaries=0 6 11 12 18 19 25 31 32 35 36 42 48 49 52 58 cat_threshold=2147516416 393219 20804 290029696 34218051 8705 0 262146 4 65536 139264 1700 512 4384 536871936 0 16777216 16384 834 545260032 4096 138413056 131104 16777216 2048 38027392 607126528 33959440 1754529792 138434560 134234240 80 4210688 1048576 1024 2190 536871428 276895812 146800769 2147627264 17825796 100664400 1024 256 0 0 0 33554432 3188 0 4128 1024 304677888 536870944 536870912 4 327936 33570816 is_linear=0 shrinkage=0.01 Tree=54 num_leaves=34 num_cat=0 split_feature=0 5 7 1 2 26 7 3 9 1 3 5 5 0 6 0 6 9 19 1 6 17 0 26 2 7 6 2 18 9 14 13 1 split_gain=1.44784e+06 1.3756e+06 907974 555370 626531 490775 463111 407398 318193 308351 245083 479160 201440 155172 151960 144839 166768 135785 120542 103877 96577.1 92193.1 68088.6 117491 65849.6 83622.4 51559.9 45337.6 44404.2 42474.1 41165.6 37552.7 18646.5 threshold=172.45500000000001 115.14900000000002 11.905350000000002 47.945000000000007 292.55550000000005 2022.5000000000002 441.87500000000006 293.27220000000005 1023.8910000000002 292.38750000000005 77.14060000000002 441.68000000000006 46.514500000000005 1083.9006000000002 98.885600000000011 25.333500000000004 162.20850000000004 77.265900000000016 33.705000000000005 1066.3056000000001 44.161500000000011 47.770000000000003 175.33000000000001 2022.5000000000002 66.150000000000006 234.29475000000005 233.42589000000001 311.36400000000009 571.7600000000001 27.234500000000004 38.462500000000013 19.508000000000003 121.8798 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 left_child=3 7 5 8 6 -3 12 13 10 32 15 17 18 22 30 24 31 21 19 -5 -19 -12 23 -2 28 -26 -18 29 -1 -24 -14 -17 -6 right_child=1 2 -4 4 9 -7 -8 -9 -10 -11 11 -13 14 -15 -16 16 26 20 -20 -21 -22 -23 27 -25 25 -27 -28 -29 -30 -31 -32 -33 -34 leaf_value=-0.0090798196505356282 0.094012957863185725 1.6021047155062358 0.4137474699581371 0.059501516432735234 0.77927268515030546 3.6954087884085522 1.4687677131652834 1.5056047190152684 1.1464307681719463 1.8803550849137483 0.068269737984268289 1.6223320209412346 0.24533708338901913 0.80124348267264989 1.1406226831436157 0.045540314229409261 1.0578281712532043 0.28817925884280093 0.68498198941349986 0.67233559634004325 1.1292998089790345 0.61124579846858984 0.21461716729873534 1.1285736883254278 0.050819196005336222 0.70213431429862982 0.34837584313892178 -0.22701680880326491 0.45079400051207769 -0.12404858890252236 0.7292981176376343 0.23051167860365751 0.40530946745475133 leaf_weight=124759 23 24 34 2270 24 21 25 26 24 27 1372 21 145 46 25 2949 20 43 32 28 20 32 734 21 1371 20 21 26 21 39 20 114 30 leaf_count=124759 23 24 34 2270 24 21 25 26 24 27 1372 21 145 46 25 2949 20 43 32 28 20 32 734 21 1371 20 21 26 21 39 20 114 30 internal_value=0 0.381062 1.64711 -0.00200829 0.14198 2.57898 0.114424 0.271753 -0.00489934 1.0078 -0.00511066 0.122495 0.100988 0.235667 0.414081 -0.00657944 0.060905 0.101025 0.0754563 0.0669686 0.555202 0.0806453 0.204805 0.587781 -0.00823966 0.0601839 0.69445 0.183715 -0.00900242 0.197531 0.303999 0.0524247 0.571515 internal_weight=0 994 79 133413 2626 45 2545 915 130787 81 130763 1488 2520 889 190 129275 3104 1467 2330 2298 63 1404 843 44 126171 1391 41 799 124780 773 165 3063 54 internal_count=134407 994 79 133413 2626 45 2545 915 130787 81 130763 1488 2520 889 190 129275 3104 1467 2330 2298 63 1404 843 44 126171 1391 41 799 124780 773 165 3063 54 is_linear=0 shrinkage=0.01 Tree=55 num_leaves=51 num_cat=12 split_feature=25 0 4 5 0 9 6 25 7 6 8 25 1 1 24 25 24 26 1 9 18 4 0 24 18 0 26 1 8 5 14 25 25 7 26 24 14 15 0 6 4 0 26 25 24 1 0 6 0 0 split_gain=1.57882e+06 815535 1.3602e+06 506293 400126 323888 292324 264246 240597 231842 252528 226934 261688 221357 220355 189338 513873 344897 134079 215911 113443 108605 87831.1 87569.6 77224.2 76791 72916.5 66151.8 63875.2 113606 59659.8 55649.1 55636.3 48890.1 45200.1 44604.5 34360.8 33847.7 33146.2 30644.9 15281.1 14597.9 7806.75 5048.03 4299.74 7653.5 2970.3 1968.36 1786.33 2595.21 threshold=0 201.25000000000003 174.86250000000004 148.23000000000005 25.333500000000004 673.83140000000014 546.86500000000012 1 441.87500000000006 162.20850000000004 9.3037500000000026 2 395.70800000000008 56.871000000000002 3 4 5 2022.5000000000002 50.522500000000001 77.265900000000016 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24 25 2 3 25 25 11 17 4 7 7 0 3 25 8 15 24 5 0 4 3 5 6 3 0 2 0 0 split_gain=1.46802e+06 961023 2.40217e+06 646579 417705 492523 523511 334464 352401 288143 239820 203445 186827 185302 174876 141175 136358 120807 197329 117274 108929 92414 90651.2 342300 78272.1 76866.6 133356 74724 109321 71869.4 63122.8 61558.2 59866.6 53202.7 50161 44816.9 37632.9 174451 35011.5 32525.9 32391.1 32171.5 29559.6 28640.8 28075.5 27261.1 26729.8 17648.5 15716.6 13053.5 12915.5 10574.9 5064.09 4176.98 5524.32 threshold=0 293.27220000000005 137.58000000000001 86.388500000000008 8.0855000000000015 3.4959999999999991 36.050650000000012 1 783.98480000000006 10.875375000000002 316.16700000000009 783.48000000000013 400.11250000000007 442.27000000000004 25.333500000000004 27.356500000000004 175.33000000000001 2 150.01600000000005 271.95250000000004 92.995000000000019 254.90500000000003 3 4 233.42589000000001 63.564000000000007 77.744000000000014 5 6 333.67962000000006 364.63500000000005 7 8 648.37500000000011 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1 24 0 0 26 0 0 0 7 5 25 24 1 0 1 15 9 5 2 24 25 25 0 0 11 1 24 0 7 7 26 22 1 26 24 1 0 12 15 0 5 0 0 split_gain=1.43893e+06 887085 1.78022e+06 448207 424129 327825 345387 301595 251245 224747 145350 143061 138393 133644 120812 314732 241975 106761 92930.8 288591 92853.2 89420.8 83123.4 132871 105617 76133.7 76102.9 70835 62127.5 58187.9 55435 101959 54015.1 52050.8 50556.5 46913.2 45407.6 172001 41052 35834.8 32960.8 31085.7 28070.9 27527.2 26718.6 23639 20080.9 10364.4 8940.94 4093.85 5414.38 threshold=0 126.55500000000002 145.10250000000005 232.66575000000003 364.99000000000007 1 783.98480000000006 437.49875000000003 395.70800000000008 2 25.333500000000004 27.356500000000004 2022.5000000000002 175.33000000000001 8.0855000000000015 10.886250000000002 64.075000000000003 92.995000000000019 3 4 650.90000000000009 161.24750000000003 46.726464000000014 69.058000000000021 75.020000000000024 441.68000000000006 271.95250000000004 5 6 7 212.70000000000005 255.07275000000001 648.37500000000011 22.035000000000004 8 393.82500000000005 57.990000000000002 61.542750000000005 2022.5000000000002 115.30250000000001 650.90000000000009 2022.5000000000002 9 650.90000000000009 431.47500000000008 196.52100000000004 119.57250000000001 290.96350000000007 650.90000000000009 362.49400000000003 271.26290500000005 decision_type=9 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 1 9 9 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 4 3 9 7 6 8 14 10 30 26 -12 43 22 18 -16 -17 42 19 -1 38 -11 29 24 28 -6 27 -2 -24 36 -3 -32 -20 -28 -13 -23 39 -38 -9 -7 -14 -27 49 -10 47 46 -31 -44 -43 50 -15 right_child=5 2 -4 -5 25 13 -8 20 12 21 11 34 40 17 15 16 -18 -19 32 -21 -22 35 23 -25 -26 41 33 -29 -30 45 31 -33 -34 -35 -36 -37 37 -39 -40 -41 -42 48 44 -45 -46 -47 -48 -49 -50 -51 -52 leaf_value=0.61997282928466801 0.041527819940465109 0.43467365773518879 3.4825552179813384 1.6981126884313731 1.1949098620047935 -0.0082114650383655115 1.3120700114113946 0.71359281449090872 1.1643871021270753 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465 21 30 23 28 109 21 21 34 63 45 25 37 22 leaf_count=115 7226 45 20 26 26 36246 21 21 25 22 32 540 20 54 21 375 20 26 6999 154 40 164 522 20 39 30 87 10061 852 68670 23 61 23 25 505 70 24 465 21 30 23 28 109 21 21 34 63 45 25 37 22 internal_value=0 0.127197 0.56913 0.427358 0.103242 -0.00844406 0.0303191 0.0945729 0.0288855 0.34154 0.0263323 0.139067 0.558927 -0.0151619 0.0881544 0.253907 0.190486 0.19084 0.0786971 0.258657 0.697836 0.146181 -0.0157681 0.0598821 0.048426 0.722708 0.019354 0.0176706 0.0338602 -0.0167953 0.666251 0.869625 0.0713332 0.279184 0.118899 0.094585 -0.00663342 0.0890847 1.02623 -0.00792553 0.151071 0.57479 0.135437 0.940184 0.0441799 -0.022224 -0.0223576 0.00107592 0.72039 0.250671 0.314851 internal_weight=0 8329 431 411 7898 125865 18586 7789 18565 385 18476 1077 89 107279 7707 416 395 314 7291 269 82 256 106965 1433 1413 109 17399 17287 1374 105532 129 84 7022 112 1045 234 36765 489 42 36276 43 83 288 46 175 68767 68733 154 53 113 76 internal_count=134194 8329 431 411 7898 125865 18586 7789 18565 385 18476 1077 89 107279 7707 416 395 314 7291 269 82 256 106965 1433 1413 109 17399 17287 1374 105532 129 84 7022 112 1045 234 36765 489 42 36276 43 83 288 46 175 68767 68733 154 53 113 76 cat_boundaries=0 5 11 12 17 18 19 25 31 32 33 cat_threshold=2147516416 131074 4096 285311104 33694275 38027264 67372288 33834324 2697461760 134221824 25249 586 0 2 0 16842752 139264 1444 1137 268436996 1052672 134217728 131076 16777216 134217728 536871808 537925632 1220675713 1209405472 20989952 235143184 2898 2076 is_linear=0 shrinkage=0.01 Tree=62 num_leaves=37 num_cat=4 split_feature=0 4 9 3 1 5 0 7 0 4 1 1 1 24 3 5 10 15 26 24 4 11 24 0 0 2 24 4 19 1 1 2 0 0 26 0 split_gain=1.11677e+06 1.62254e+06 669963 643224 529041 624145 254676 354343 249622 297704 258463 202257 162067 258769 129985 126701 290653 108473 94507.8 93615.4 85095.2 127478 79274.8 92198 64213 49048.9 47337.9 52652.3 40314.6 37268.8 34953.1 34892.4 29027.7 28133.6 13875.6 13380.6 threshold=212.70000000000005 335.81400000000008 1023.8910000000002 400.11250000000007 102.46769250000001 79.77300000000001 25.333500000000004 225.07500000000002 5.0080000000000009 1.7005140000000003 177.74775000000002 213.3887 395.70800000000008 0 161.46750000000003 171.57300000000001 159.03800000000004 69.058000000000021 2022.5000000000002 1 66.768250000000009 63.944750000000006 2 479.65650000000011 27.356500000000004 32.852500000000013 3 93.065000000000012 14.510000000000002 12.813018000000001 650.90000000000009 103.80000000000001 332.15050000000008 643.62800000000016 2022.5000000000002 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=2 3 4 11 6 12 15 14 9 10 -7 22 26 24 19 20 17 -17 -13 -8 25 -22 32 31 -14 -1 27 -6 -28 -16 -15 -24 34 -25 -2 -34 right_child=1 -3 -4 -5 5 8 7 -9 -10 -11 -12 18 13 30 29 16 -18 -19 -20 -21 21 -23 23 33 -26 -27 28 -29 -30 -31 -32 -33 35 -35 -36 -37 leaf_value=-0.0093323634143841344 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25.388750000000005 442.27000000000004 78.062500000000014 1 783.98480000000006 364.99000000000007 8.0855000000000015 2 36.050650000000012 395.70800000000008 441.68000000000006 44.300000000000004 25.333500000000004 27.356500000000004 175.33000000000001 783.48000000000013 441.87500000000006 92.995000000000019 3 4 543.20000000000016 292.55550000000005 137.58000000000001 52.034000000000006 650.90000000000009 5 46.726464000000014 75.020000000000024 6 546.86500000000012 223.35100000000003 57.990000000000002 199.18393500000005 444.2706 7 431.47500000000008 8 290.96350000000007 650.90000000000009 362.49400000000003 271.26290500000005 782.62500000000011 480.00160000000005 544.35000000000002 364.63500000000005 decision_type=9 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 9 2 2 1 2 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 left_child=1 4 3 19 8 32 7 12 9 21 11 -11 15 -10 41 25 -17 24 -12 47 37 22 -1 -23 28 31 -27 45 29 34 -31 -2 -6 -18 -8 39 -26 42 40 -30 -39 -15 43 -19 46 -14 -21 -3 right_child=6 2 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25 25 0 24 26 0 24 0 10 26 26 split_gain=1.19844e+06 931094 755790 762150 471518 447767 557370 682940 301719 323051 226996 164126 156923 174290 169647 156097 244423 151794 143002 140518 114638 107322 103537 94372.4 100734 91698.8 88273.3 83475.2 75170.3 55759.7 102088 55384.5 47697.9 60670.8 47373.4 45449.1 44614.2 214525 42726.2 36327.5 32692.3 29791.4 62295.9 28883.8 28547.6 39255.1 25158.9 18006 11157.9 9805.96 9300.48 17798.2 15757.2 12461.7 6809.14 4645.55 4244.21 3503.94 2230.28 1679.11 threshold=0 1048.2900000000002 437.49875000000003 9.3117500000000017 212.70000000000005 1 479.65650000000011 2022.5000000000002 65.08550000000001 25.511000000000006 9.3700000000000028 2 11.940750000000001 484.61250000000007 295.12500000000006 40.324500000000008 78.61875000000002 2022.5000000000002 3 4 5 6 19.508000000000003 7 542.34225000000004 161.49750000000009 48.007500000000007 396.4661000000001 8 650.90000000000009 2022.5000000000002 2022.5000000000002 162.20850000000004 204.46000000000004 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730 78 132812 132788 3682 129106 775 3662 749 129076 2134 3639 652 156 126942 71 496 729 409 56 44 474 313 320 85 161 59 cat_boundaries=0 1 2 3 cat_threshold=1344 444 2081 is_linear=0 shrinkage=0.01 Tree=67 num_leaves=39 num_cat=7 split_feature=25 3 1 3 2 9 4 18 1 5 25 3 9 1 25 26 25 1 14 1 26 25 11 3 25 11 25 7 1 19 2 9 8 2 2 2 2 26 split_gain=1.16767e+06 901680 730020 744183 391514 489181 245873 229578 207228 248895 170065 169832 540481 138722 130313 157534 107389 71737.4 128053 54069.4 100238 50959.3 52325.9 52035.1 49343.8 53690.2 48916.6 45740.5 44840.9 41858.1 23698.5 20083 16777.4 10030.1 6378.19 5737.65 3564.25 2098.02 threshold=0 1048.2900000000002 437.49875000000003 9.3117500000000017 223.35100000000003 107.10800000000002 783.48000000000013 484.61250000000007 46.726464000000014 293.31000000000006 1 77.14060000000002 196.13000000000005 213.3887 2 2022.5000000000002 3 39.524999999999999 93.72150000000002 650.90000000000009 2022.5000000000002 4 6.295700000000001 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2 2 split_gain=1.14452e+06 883733 715486 729374 453540 383723 479446 186086 226256 169009 202072 157869 148768 328013 148578 147629 127821 127720 154399 121254 112366 213009 119463 98103.3 97450.2 90359.4 121734 90314.6 69560 63697.7 55972 53040.9 71832.9 43948.5 39294.6 38051.9 36431.8 31464.1 27784.5 23700.8 22777.3 16873.2 13523.6 9830.51 6251.27 5623.47 3493.32 threshold=0 1048.2900000000002 437.49875000000003 9.3117500000000017 212.70000000000005 223.35100000000003 107.10800000000002 25.333500000000004 145.27000000000001 1 479.65650000000011 2 11.940750000000001 336.19875000000008 2022.5000000000002 225.07500000000002 2022.5000000000002 3 2022.5000000000002 199.59643500000001 39.524999999999999 70.952000000000012 4 40.324500000000008 5 6 362.49400000000003 66.403050000000022 27.032800000000005 110.64500000000001 91.825000000000003 543.20000000000016 2022.5000000000002 133.53660000000005 15.053400000000002 482.64500000000004 7 115.30250000000001 24.901500000000002 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1024 0 0 33554432 574637572 537920512 1024 4 16777216 134217728 813696512 1049088 675284224 131076 16777216 134217728 38027392 3344 396305 2694643712 138432512 134496401 536871444 546378304 1249902976 134353700 553680896 100667968 296301569 268443812 807403562 2108482 66568 16778240 50413572 301995296 2097152 32 327936 33572864 is_linear=0 shrinkage=0.01 Tree=69 num_leaves=50 num_cat=12 split_feature=25 3 1 3 0 24 0 26 2 9 0 6 25 1 5 18 26 6 25 26 3 1 15 25 25 24 24 0 9 25 9 26 1 26 1 0 3 25 12 0 25 25 13 2 2 2 0 2 26 split_gain=1.12175e+06 866147 701247 714859 444514 436803 541008 662352 376087 469905 182381 221754 154728 145808 321485 165346 145621 144691 125179 151326 118841 110130 208770 117164 95512.3 114927 91996.9 100167 90110.7 87763.6 119893 54121.7 52293 96784.2 43074 38512.7 37259.4 36541.7 31207.6 23229.2 16537.6 13281.5 11633 9634.88 6126.87 5511.57 4223.11 3423.81 2135.07 threshold=0 1048.2900000000002 437.49875000000003 9.3117500000000017 212.70000000000005 1 479.65650000000011 2022.5000000000002 223.35100000000003 107.10800000000002 25.333500000000004 145.27000000000001 2 11.940750000000001 336.19875000000008 484.61250000000007 2022.5000000000002 225.07500000000002 3 2022.5000000000002 199.59643500000001 39.524999999999999 70.952000000000012 4 5 6 7 542.34225000000004 70.917000000000016 8 362.49400000000003 2022.5000000000002 650.90000000000009 2022.5000000000002 133.53660000000005 15.053400000000002 482.64500000000004 9 340.00250000000005 126.55500000000002 10 11 24.901500000000002 333.67962000000006 311.36400000000009 437.49875000000003 290.96350000000007 271.95250000000004 2022.5000000000002 decision_type=9 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 9 9 1 1 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 2 4 32 12 6 31 -8 10 18 21 20 16 15 -15 -14 -1 -13 19 35 24 29 23 28 25 -12 27 -7 -23 30 36 -6 48 -34 44 -10 -2 38 -31 -22 -39 -26 -25 -21 47 -46 -28 -20 -4 right_child=8 -3 3 -5 5 26 7 -9 9 -11 11 17 13 14 -16 -17 -18 -19 34 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Tree=70 num_leaves=44 num_cat=9 split_feature=25 3 2 26 5 4 3 25 12 25 18 2 7 2 5 3 3 5 22 5 25 24 7 7 25 2 12 24 2 2 2 26 24 3 25 4 3 5 3 5 2 8 26 split_gain=1.17411e+06 918512 574580 509221 418362 280264 253915 250962 275818 212698 200705 123134 122519 111399 108552 129518 106427 103538 81049 64620.2 64550.3 60513.4 55330.7 53981 53919.8 50922 40451.7 38771.4 25041.4 34240.2 32944.4 24525.7 21610.8 30927.9 19751.2 14772.6 12719.6 10388.6 10081 8590.74 8250.89 6435.54 5619.45 threshold=0 782.62500000000011 1048.2900000000002 2022.5000000000002 316.16700000000009 174.86250000000004 74.412199999999999 1 30.397500000000004 2 484.61250000000007 223.35100000000003 192.77500000000003 101.47500000000002 400.11250000000007 8.3632500000000025 242.64500000000001 364.99000000000007 231.57000000000002 2.0602500000000004 3 4 441.87500000000006 89.384000000000015 5 26.039500000000004 93.857500000000016 6 333.67962000000006 271.95250000000004 543.20000000000016 2022.5000000000002 7 161.46750000000003 8 8.8992000000000022 108.21050000000001 42.928500000000007 161.46750000000003 137.58000000000001 480.00160000000005 9.7517500000000013 2022.5000000000002 decision_type=9 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 9 1 2 2 9 2 2 1 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 9 14 11 8 13 31 12 18 -11 16 17 -16 35 -6 20 23 22 28 27 32 26 36 -22 -2 29 -13 -30 -1 33 -9 -26 -8 -21 40 -38 -27 42 -34 -23 right_child=6 3 -4 -5 5 -7 7 19 -10 10 -12 21 -14 -15 15 -17 -18 -19 -20 25 24 37 -24 -25 34 39 -28 -29 30 -31 -32 -33 41 -35 -36 -37 38 -39 -40 -41 -42 -43 -44 leaf_value=0.31825716295104101 0.030951978613183637 0.13171264266967772 1.4550931905110676 2.1538889295404609 0.40312568481151873 1.6494082727432251 0.068111532660994206 0.16743215640385944 1.5762952700853348 0.056333049153685408 0.86515693833751062 0.3496301372845968 0.26800148139218632 0.99934020830237347 0.092585808657682858 0.85881039670535497 0.72853609304679068 1.3601609768867493 0.60781381198338102 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0.819228 -0.0133765 0.0592572 -0.0134891 0.216248 0.00743006 0.020302 -0.0161516 0.263985 -0.00676538 0.00653597 0.383504 0.572183 0.260204 0.42825 0.00294818 0.0760418 -0.0217449 0.131346 0.129654 0.0515328 0.237666 0.555583 0.0176662 -0.0416171 0.0665462 internal_weight=0 17478 17425 53 17395 198 117128 1018 220 17197 17047 116110 17016 200 178 132 177 46 115876 798 115855 234 13084 668 102771 130 38383 13059 103 53 50 150 644 241 64388 139 89 131 49 41 111 403 84 internal_count=134606 17478 17425 53 17395 198 117128 1018 220 17197 17047 116110 17016 200 178 132 177 46 115876 798 115855 234 13084 668 102771 130 38383 13059 103 53 50 150 644 241 64388 139 89 131 49 41 111 403 84 cat_boundaries=0 6 9 14 20 21 27 28 29 35 cat_threshold=2186313728 393217 28692 416350336 34222659 8225 0 4384 536872000 0 0 4 0 8192 278656 605029648 1074136960 3759046912 4229120 134496896 346 555747088 132 180357185 4132 16793600 100667408 624 354 277426181 268507744 538968066 2098688 536937740 320 is_linear=0 shrinkage=0.01 Tree=71 num_leaves=22 num_cat=2 split_feature=3 1 5 26 2 0 2 6 3 9 24 6 3 18 0 2 15 17 19 24 0 split_gain=1.09886e+06 586427 1.34282e+06 484876 469832 395942 688613 270254 186849 162672 154685 486469 191554 142944 131289 125022 241261 103200 89467 99985.9 799.402 threshold=782.62500000000011 172.67400000000001 364.99000000000007 2022.5000000000002 480.00160000000005 25.333500000000004 543.20000000000016 442.27000000000004 1048.2900000000002 1023.8910000000002 0 44.161500000000011 223.35100000000003 484.61250000000007 290.96350000000007 48.007500000000007 174.97500000000002 515.65075000000013 13.002500000000003 1 431.47500000000008 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 left_child=1 5 4 -2 14 9 7 10 -5 13 11 -7 -12 15 18 17 -17 -1 19 -3 -16 right_child=3 2 -4 8 -6 6 -8 -9 -10 -11 12 -13 -14 -15 20 16 -18 -19 -20 -21 -22 leaf_value=-0.0073433421470162318 0.076007594232973846 0.36591282909270378 2.6960247464613478 1.1276039619445801 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cat_threshold=18 20 is_linear=0 shrinkage=0.01 Tree=72 num_leaves=47 num_cat=9 split_feature=25 2 5 9 8 24 5 2 0 9 0 25 20 5 9 5 0 25 2 18 18 24 8 5 25 12 12 25 11 25 2 5 8 26 5 2 5 26 2 2 24 2 2 2 2 2 split_gain=1.14451e+06 623849 620715 1.24529e+06 628139 257961 532078 240928 213495 313866 467356 207017 146337 145754 141533 136547 135825 132466 128216 125488 118755 96520.7 77615.1 80169.8 75788 70021.1 64274 55086.5 54747.8 49700.2 40132.9 39047 36025.1 35412.7 32077.1 27201.6 23385.9 21811.6 17440.2 47931.9 15407 6363.95 6163.6 2665.51 1695.54 692.306 threshold=0 1048.2900000000002 171.57300000000001 77.265900000000016 5.6142500000000011 1 364.99000000000007 223.35100000000003 24.245000000000005 9.2947500000000023 48.105000000000011 2 324.92500000000007 223.35100000000003 482.64500000000004 242.64500000000001 36.902000000000008 3 83.39400000000002 484.61250000000007 3.5533999999999999 4 293.68850000000003 28.271500000000003 5 180.11025000000004 5.1900000000000004 6 43.980000000000004 7 94.530000000000015 544.35000000000002 364.41700000000009 2022.5000000000002 174.86250000000004 43.20600000000001 199.59643500000001 2022.5000000000002 333.67962000000006 271.95250000000004 8 437.49875000000003 292.55550000000005 543.20000000000016 242.64500000000001 362.49400000000003 decision_type=9 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 1 2 2 9 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 8 5 -5 6 36 14 11 24 -11 37 19 33 16 34 22 20 -12 -13 21 -18 25 32 26 27 -10 -2 -27 -26 40 -8 -24 38 -7 -17 -4 -1 39 44 -19 -40 -35 45 -9 -44 right_child=7 -3 3 4 -6 15 31 13 9 10 18 12 -14 -15 -16 35 17 30 -20 -21 -22 -23 23 -25 29 28 -28 -29 -30 -31 -32 -33 -34 42 -36 -37 -38 -39 41 -41 -42 -43 43 -45 -46 -47 leaf_value=0.30849897048052621 0.0060780207631988869 1.4927218126481581 0.38035893340905513 3.1846525436898934 0.79254519780476884 0.051300191464631453 1.8905356615239925 0.28135229468345641 0.26515233386380371 2.0805125887393952 0.19299158151720611 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26 171 23 20 57 43 81 23 37 81 20 28 960 29 27 26 20 35 internal_value=0 0.0753406 0.0728654 0.449893 2.04296 0.266398 0.668711 -0.0113867 0.0634292 0.188581 0.696411 0.0534069 0.0496797 0.284255 -0.0120834 0.0906566 -0.0122684 0.0639536 0.392213 0.0485101 0.159634 0.139555 -0.0137938 0.261933 0.139607 -0.0140396 0.232745 -0.0143386 0.190576 0.0660427 0.00349885 1.59982 0.119185 0.208292 0.380879 -0.076638 0.137246 0.412841 0.334736 0.438376 -0.0033221 0.190909 0.0953619 0.0474135 0.216246 0.0117733 internal_weight=0 17478 17447 426 44 382 103 117128 17021 1262 111 15759 15610 275 116853 279 116820 2292 91 15586 877 847 114528 102 1151 114426 490 114259 167 661 1415 42 81 248 104 175 61 149 117 68 1392 49 131 88 40 62 internal_count=134606 17478 17447 426 44 382 103 117128 17021 1262 111 15759 15610 275 116853 279 116820 2292 91 15586 877 847 114528 102 1151 114426 490 114259 167 661 1415 42 81 248 104 175 61 149 117 68 1392 49 131 88 40 62 cat_boundaries=0 6 7 12 16 17 22 28 33 34 cat_threshold=2186313728 393217 28692 416350336 34222659 8225 577 0 0 4 0 8192 815792640 1048864 675283968 2147614756 18 32768 131072 4096 0 33554432 278656 603981072 1074136960 3758919936 4229120 201605760 33554432 0 16384 0 3 2179 is_linear=0 shrinkage=0.01 Tree=73 num_leaves=47 num_cat=8 split_feature=25 3 2 26 5 9 3 9 25 0 6 20 2 25 0 25 18 5 3 6 24 5 5 3 24 8 12 2 25 5 3 8 2 6 2 2 2 26 2 7 25 5 2 3 2 26 split_gain=1.12173e+06 879726 546175 489040 397745 572635 245394 595656 204570 192426 345851 143030 115973 104741 93027.4 111592 118630 78597.8 77558.4 87913 66820.6 60766.5 172016 126351 59557 56044.8 49672.4 53114 48191.5 41580.7 35850.3 34672.9 31964.9 25573.3 24416.2 33032.7 31609.4 23495.3 22660.6 15930.7 15307.3 9490.89 8172.65 6888.54 5393.74 2208.16 threshold=0 782.62500000000011 1048.2900000000002 2022.5000000000002 316.16700000000009 80.809750000000022 74.412199999999999 205.70000000000002 1 24.245000000000005 44.161500000000011 324.92500000000007 223.35100000000003 2 36.902000000000008 3 3.5533999999999999 36.902000000000008 134.02375000000004 9.1801710000000014 4 400.11250000000007 364.99000000000007 8.3632500000000025 5 293.68850000000003 93.857500000000016 44.610000000000007 6 13.459500000000002 88.731250000000017 364.41700000000009 5.6142500000000011 134.35750000000004 333.67962000000006 271.95250000000004 543.20000000000016 2022.5000000000002 94.530000000000015 4.6354500000000005 7 42.928500000000007 480.00160000000005 78.735000000000014 255.07275000000001 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 9 2 2 2 2 9 2 9 2 2 2 2 1 2 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 4 -3 8 21 12 13 37 11 -11 -10 14 17 25 16 20 18 45 -20 -16 22 -6 -23 34 26 28 -28 -2 31 32 -27 43 39 35 -14 -36 -1 40 -32 -17 42 44 -15 -26 -8 right_child=6 3 -4 -5 5 -7 7 -9 9 10 -12 -13 24 30 15 38 -18 -19 19 -21 -22 23 -24 -25 41 29 27 -29 -30 -31 33 -33 -34 -35 36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 leaf_value=0.31217242102692094 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113 835 27 33 81 24 514 105 20 28 24 24 375 20 101825 22 536 53 22 24 29 23 21 81 21 53 670 20 27 78 60 67 leaf_count=69 11377 20 30 33 24 21 36 26 15735 1155 133 24 30 38 113 835 27 33 81 24 514 105 20 28 24 24 375 20 101825 22 536 53 22 24 29 23 21 81 21 53 670 20 27 78 60 67 internal_value=0 0.0745874 0.0707174 1.36103 0.0683924 0.514032 -0.0112724 0.14331 0.0632614 0.0598429 0.177399 0.0502729 -0.0126287 0.104149 -0.0130778 0.0516294 0.159738 0.281023 0.220751 0.412004 0.134232 0.328794 0.650934 0.222221 0.20977 -0.0143185 -0.0145258 0.0974187 -0.0149164 0.223508 0.0430736 0.113963 0.189266 0.0108651 0.375573 0.561579 0.25352 0.419788 0.00422264 -0.00217291 -0.000301658 0.0471378 0.0146058 0.122986 0.0632535 0.0257854 internal_weight=0 17478 17425 53 17395 198 117128 1018 17197 17047 1288 15759 116110 992 115876 2180 654 241 208 105 627 177 44 133 234 113696 113597 395 113202 99 751 77 138 613 103 53 50 150 1526 589 1505 131 111 116 84 103 internal_count=134606 17478 17425 53 17395 198 117128 1018 17197 17047 1288 15759 116110 992 115876 2180 654 241 208 105 627 177 44 133 234 113696 113597 395 113202 99 751 77 138 613 103 53 50 150 1526 589 1505 131 111 116 84 103 cat_boundaries=0 6 11 16 20 21 22 28 34 cat_threshold=2186313728 393217 28692 416350336 34222659 8225 0 0 4 0 8192 0 4128 536872000 0 16777216 545260032 32 138413056 2147614720 80 346 278656 603981072 1107691392 3759051008 4229120 134480512 270615552 805310592 536870912 4 17105920 167788544 is_linear=0 shrinkage=0.01 Tree=74 num_leaves=48 num_cat=10 split_feature=25 3 2 26 5 1 3 9 1 25 0 26 2 25 1 0 25 18 7 5 3 6 24 1 1 25 9 26 25 8 24 3 25 2 6 26 2 3 25 2 26 2 3 2 26 26 1 split_gain=1.0994e+06 862219 535306 479308 389830 1.04781e+06 240510 583802 209338 229598 191092 156643 113664 102657 97188 91229.6 109463 116246 89615 77033.7 76015 86163.6 65626.5 57703.3 57439.9 93881.1 104512 51974.1 46789 56818.3 35494 35136.9 31636.3 31328.8 25064.4 22270.2 22209.7 15714.8 15006.7 13618.3 18830.9 13563.7 6751.46 6126.17 2316.39 2164.22 1286.29 threshold=0 782.62500000000011 1048.2900000000002 2022.5000000000002 316.16700000000009 126.32950000000001 74.412199999999999 205.70000000000002 543.20000000000016 1 24.245000000000005 2022.5000000000002 223.35100000000003 2 77.943750000000009 36.902000000000008 3 3.5533999999999999 12.987 36.902000000000008 134.02375000000004 9.1801710000000014 4 789.60480000000007 36.902000000000008 5 15.217500000000001 2022.5000000000002 6 314.79200000000009 7 88.731250000000017 8 5.6142500000000011 134.35750000000004 2022.5000000000002 94.530000000000015 185.482 9 480.00160000000005 2022.5000000000002 311.36400000000009 78.735000000000014 292.55550000000005 2022.5000000000002 2022.5000000000002 789.60480000000007 decision_type=9 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 9 2 2 2 2 2 1 2 2 9 2 2 9 2 1 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 8 18 12 13 9 35 -11 46 15 19 39 24 17 22 27 20 45 -22 -17 -13 28 26 -26 -6 30 -30 -2 33 -27 42 37 -1 38 -33 -18 40 41 -14 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25 9 9 24 3 25 0 25 3 3 26 13 0 7 26 25 26 26 0 0 13 26 0 split_gain=1.00382e+06 604920 1.07912e+06 674474 804912 349922 395502 201431 238957 189071 162557 154522 203288 148582 164762 115560 115150 105068 175374 104158 80646.8 102693 83863.9 74024.4 69726.8 69069.9 68939 68828 63137.6 46769.4 72670.4 41207.6 34867.2 34526.1 64981.3 26844.2 26339.3 22586 21053.1 18149.8 29302.6 32948.6 17025 16831 14720.2 12695.4 7985.4 6261.68 21777.3 18243.4 5896.56 21415.4 2823.49 1882.42 350.989 threshold=0 24.245000000000005 482.64500000000004 9.2947500000000023 19.350100000000005 23.680500000000006 126.32950000000001 36.902000000000008 191.25900000000004 1083.9006000000002 292.55550000000005 1 2 484.61250000000007 324.92500000000007 650.90000000000009 276.13500000000005 3 4 76.235173500000016 5 6 481.77300000000008 7 290.96350000000007 2022.5000000000002 73.217700000000022 8 7.2920000000000007 39.187000000000005 7.8435000000000006 2.1654930000000006 9 68.556262500000017 88.791250000000005 10 74.412199999999999 11 108.06300000000002 12 78.735000000000014 139.99850000000004 2022.5000000000002 543.20000000000016 362.49400000000003 10.543500000000002 2022.5000000000002 13 2022.5000000000002 2022.5000000000002 309.85375000000005 223.35100000000003 396.4661000000001 2022.5000000000002 479.65650000000011 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 9 1 2 1 9 2 9 2 2 2 9 2 2 2 2 9 2 2 1 2 9 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 11 3 9 -5 28 -7 10 17 16 15 12 46 14 20 27 23 18 25 -10 21 -13 -22 -3 31 38 -27 33 -6 32 -31 -20 -29 36 -35 37 -2 42 -9 40 45 -42 -14 52 -26 -19 -1 49 -49 -37 51 -41 -12 -39 -52 right_child=7 2 -4 4 5 6 -8 8 19 -11 43 13 35 -15 -16 -17 -18 39 24 -21 22 -23 -24 -25 44 26 -28 29 -30 30 -32 -33 -34 34 -36 47 -38 53 -40 50 41 -43 -44 -45 -46 -47 -48 48 -50 -51 54 -53 -54 -55 -56 leaf_value=0.40617280986330928 0.0038863950153186495 0.16870632688434939 2.3714767519632973 2.6045807465263033 -0.060864025330543518 0.33458385967072984 2.299490015745163 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12899 852 24 23 50 21 20 36 30 29 32 280 53 21 22 23 38 539 702 20 10591 5062 33 312 25 26 46 45147 23 704 102 20 54361 40 163 54 258 53 31 705 20 21 50 20 29 46 110 44 56 50 30 35 23 53 26 leaf_count=109 12899 852 24 23 50 21 20 36 30 29 32 280 53 21 22 23 38 539 702 20 10591 5062 33 312 25 26 46 45147 23 704 102 20 54361 40 163 54 258 53 31 705 20 21 50 20 29 46 110 44 56 50 30 35 23 53 26 internal_value=0 0.069088 0.269382 0.232503 0.898096 0.553805 1.29307 -0.0110841 0.0798285 0.158428 -0.0129925 0.0523751 0.204705 0.0462048 0.0451295 -0.0132995 0.139178 0.0651936 0.148045 0.763863 0.0439379 0.0756188 0.0279106 0.121494 0.0860918 0.464923 0.713405 -0.0134429 0.138599 -0.0162817 0.0595852 0.0612775 -0.0168978 0.00787836 0.137304 0.0689923 0.00588743 -0.0118034 0.267289 0.0107652 0.0506546 0.309899 0.0893959 0.452411 0.433811 0.0333512 0.446448 0.148452 0.212115 0.0740004 -0.0208443 -0.013619 0.362075 -0.109368 -0.120045 internal_weight=0 18033 1392 1368 137 114 41 116159 2387 1231 113772 16641 632 16009 15988 113697 1202 2337 915 50 15966 5342 10624 1164 776 139 72 113674 73 100314 806 722 99508 13360 203 413 13157 209 67 1422 626 41 103 75 54 585 219 204 100 104 796 740 55 106 56 internal_count=134192 18033 1392 1368 137 114 41 116159 2387 1231 113772 16641 632 16009 15988 113697 1202 2337 915 50 15966 5342 10624 1164 776 139 72 113674 73 100314 806 722 99508 13360 203 413 13157 209 67 1422 626 41 103 75 54 585 219 204 100 104 796 740 55 106 56 cat_boundaries=0 6 11 12 18 19 20 25 30 36 42 43 47 53 57 cat_threshold=39092224 393219 20804 408518656 168440385 8192 0 262146 4 134283264 33693696 1124 547357696 4864 138413056 2147483680 16777216 134217728 1040 1061 0 0 4096 4227072 512 32768 131072 16384 0 1 2147500160 607128656 1074015888 2693009536 2050 201605121 536876548 8459168 171966465 2236672 22069252 33559120 2314 0 262146 4 134217728 285213184 269485088 536870912 4 0 33554432 0 2 4 134283264 is_linear=0 shrinkage=0.01 Tree=76 num_leaves=51 num_cat=17 split_feature=25 0 9 2 9 4 7 2 5 13 25 24 18 20 0 25 4 25 24 25 4 24 5 18 9 11 25 2 2 25 4 9 0 9 9 4 24 24 4 25 13 11 14 25 24 0 25 5 5 25 split_gain=983907 592933 1.02547e+06 1.13411e+06 1.12962e+06 243944 207720 201309 211817 163840 151443 199242 145624 161483 142554 109834 118400 99694.1 98694 91146.9 84634.1 79950.3 90609.9 73695.3 60024 69652.5 55209.8 53060.9 64536.2 39064.1 36560.3 34825.3 34257 32878.6 147797 29773.6 28404.3 26310 22611.8 22136.5 21268.6 20276.9 19737.6 19266.1 13148.2 27516.5 10746.4 7632.28 6589.44 6137.07 threshold=0 24.245000000000005 9.2947500000000023 174.86250000000004 19.350100000000005 232.66575000000003 213.3887 91.035000000000011 92.995000000000019 396.4661000000001 1 2 484.61250000000007 324.92500000000007 36.902000000000008 3 148.23000000000005 4 5 6 62.575800000000008 7 191.43400000000005 91.390000000000015 77.265900000000016 9.3700000000000028 8 271.95250000000004 333.67962000000006 9 120.129 10.565000000000003 33.677000000000014 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22 166 132 32 121 845 501 29 14418 242 20 39 20 43992 20 32 59406 23 20 21 21 99 470 6813 104 78 106 20 24 21 164 323 27 751 31 27 100 internal_value=0 0.0683998 0.2667 1.06885 0.658939 0.17486 0.150104 -0.0109733 0.141545 -0.0121105 0.0518533 0.202658 0.0457448 0.0446803 -0.0123434 0.0660127 0.140878 0.131481 0.123274 0.0926221 0.645576 0.0435005 0.0501601 0.181865 0.190557 0.388573 -0.0139219 0.268682 0.557588 -0.0159889 0.0255096 0.187522 0.128603 0.0097061 0.174147 -0.00889438 0.00751729 0.0683023 -0.0313969 -0.0116853 0.597988 0.00978829 -0.0212946 -0.0331962 0.00152856 0.0835586 -0.0112744 -0.00303836 0.383447 0.146967 internal_weight=0 18033 1392 143 118 1249 1211 116159 859 115300 16641 632 16009 15988 115256 2276 1043 1187 1011 783 76 15966 14660 902 96 59 112980 204 52 103889 579 152 132 9091 120 44462 8971 413 1306 209 44 556 59427 285 1233 159 1074 532 47 204 internal_count=134192 18033 1392 143 118 1249 1211 116159 859 115300 16641 632 16009 15988 115256 2276 1043 1187 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215656 97252.5 95561.7 77244.3 73157 120946 60087.8 55464.6 54112.8 85077.6 39760.7 70866.9 38567.2 32224.2 144855 28483.2 27117.9 25175.6 20845.4 18924.6 17469 15680.3 12886.5 26968.9 12362.1 10684.3 10537.2 9149.27 8697.98 5921.42 4433.33 2190.57 1338.99 108.616 threshold=0 24.245000000000005 482.64500000000004 440.18000000000006 543.20000000000016 395.70800000000008 91.035000000000011 96.020000000000024 9.2947500000000023 19.350100000000005 1 2 33.261025000000011 43.669000000000011 57.990000000000002 396.4661000000001 36.902000000000008 3 2022.5000000000002 271.95250000000004 4 199.59643500000001 2022.5000000000002 24.901500000000002 5 6 126.32950000000001 650.90000000000009 7 8 482.64500000000004 292.55550000000005 25.421000000000003 73.786500000000018 80.809750000000022 98.416000000000011 292.38750000000005 9 13.422000000000002 543.20000000000016 144.55500000000004 1.0000000180025095e-35 2022.5000000000002 10 212.70000000000005 211.13750000000002 11 12 117.21250000000002 2022.5000000000002 191.84395000000004 650.90000000000009 2.7973590000000006 480.00160000000005 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 9 2 2 9 2 2 2 9 1 2 2 9 9 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 1 9 2 2 2 2 2 2 2 left_child=1 5 3 4 8 10 15 17 24 -10 11 49 25 14 -14 16 29 18 19 40 21 23 51 -18 -3 26 -12 53 -27 34 33 32 50 -31 36 -36 -2 42 48 -17 -8 45 -13 44 -22 46 -19 -45 -20 -1 -9 -7 -47 -24 -39 right_child=6 2 -4 -5 -6 22 7 31 9 -11 12 37 13 -15 -16 39 20 41 38 -21 43 -23 27 -25 -26 28 -28 -29 -30 30 -32 -33 -34 -35 35 -37 -38 54 -40 -41 -42 -43 -44 47 -46 52 -48 -49 -50 -51 -52 -53 -54 -55 -56 leaf_value=0.40422275251812412 0.0060688706910324141 0.16961195609042673 2.3387042284011841 1.9385292161594736 2.088094009399414 0.65825468254089359 0.42539754397728863 0.44930116867477249 2.5513762353814169 0.088991891818471475 -0.054855101571841675 0.084237615714952793 0.13350959959861153 1.096722735118866 0.99131881793340049 0.39331302920977274 0.096369071717780877 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8918 981 24 22 20 30 34 22 23 101 1210 103 241 25 24 24 966 130 25 22 132 23 23 54 221 9225 41 33 5121 103201 21 22 23 667 21 99 53 94 25 20 28 21 99 323 27 154 240 751 73 108 20 33 20 21 102 internal_value=0 0.0677195 0.26403 0.227632 0.199668 0.051339 -0.0108632 0.140129 0.171185 0.545724 0.0479155 0.214988 0.0412971 0.287536 0.211198 -0.011989 -0.0122196 0.0764933 0.26663 0.576655 0.065371 0.139509 0.454855 0.119254 0.132546 0.0367452 -0.0364641 0.216452 0.0431246 -0.0137827 -0.0158291 0.704807 0.580435 -0.0159593 0.00960944 0.172405 0.00744253 0.0812104 0.0765831 0.592008 0.266851 0.00207666 -0.00203883 0.00151363 0.082723 -0.00881154 0.0238788 -0.0111612 0.0043238 0.446986 0.336089 0.746236 -0.0783255 0.458376 0.162942 internal_weight=0 18033 1392 1368 1346 16641 116159 859 1326 124 16501 614 15887 290 265 115300 115256 772 207 84 2276 1043 140 1020 1202 15597 1251 77 14346 112980 103889 87 65 103868 9091 120 8971 398 123 44 62 565 202 1233 159 544 370 1074 98 216 42 63 174 44 196 internal_count=134192 18033 1392 1368 1346 16641 116159 859 1326 124 16501 614 15887 290 265 115300 115256 772 207 84 2276 1043 140 1020 1202 15597 1251 77 14346 112980 103889 87 65 103868 9091 120 8971 398 123 44 62 565 202 1233 159 544 370 1074 98 216 42 63 174 44 196 cat_boundaries=0 6 11 12 18 23 28 29 35 41 42 43 44 48 cat_threshold=39092224 393219 20804 408518656 168440385 8192 0 262146 4 134283264 33693696 1124 1536 1048864 1024 0 0 134217728 815792640 4896 138413056 2147483680 16777216 33587200 0 20736 0 1 128 37748736 0 16704 269484032 4097 8192 2147500160 607128656 1074012688 2693009536 4212738 201605121 2314 272 808 16860160 806354944 538968064 131072 is_linear=0 shrinkage=0.01 Tree=78 num_leaves=26 num_cat=1 split_feature=3 1 5 15 7 4 5 4 18 2 3 21 2 4 13 24 6 19 3 1 1 5 22 2 13 split_gain=647404 556460 469226 376595 294265 230463 225757 194537 172805 163654 362346 156388 124550 121572 102388 102167 242936 97972.4 87649.6 84614.2 81938.4 78152.1 76325.4 71527.4 18204.7 threshold=1048.2900000000002 40.324500000000008 47.834250000000004 80.62775000000002 441.87500000000006 71.921962500000021 481.77300000000008 223.35100000000003 650.90000000000009 271.95250000000004 11.163000000000002 43.32800000000001 437.49875000000003 1066.3056000000001 362.49400000000003 0 49.283250000000002 33.705000000000005 210.91250000000002 72.009000000000015 1066.3056000000001 33.660945000000005 211.10250000000002 271.95250000000004 751.80750000000012 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 7 17 8 11 15 9 14 21 13 -12 18 22 16 -4 20 -7 -17 23 -11 -1 -3 -16 right_child=-2 2 3 -5 -6 6 -8 -9 -10 10 12 -13 -14 -15 24 19 -18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.0063381725093808097 1.4001852711764249 0.063697604242726608 0.31720132646235555 1.7855385069413618 1.1962540645897388 0.062445084981410437 1.0239548465940689 1.1334590238513369 0.90180212338765464 0.039245583946054631 0.5026845842859019 0.9798914232254029 1.5324822207291922 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cat_threshold=3145 is_linear=0 shrinkage=0.01 Tree=79 num_leaves=38 num_cat=6 split_feature=25 3 1 7 2 18 2 1 6 25 17 13 25 1 25 26 2 5 3 4 1 25 2 15 25 1 11 13 2 2 10 2 3 2 26 6 2 split_gain=940449 453965 290110 565509 249511 226786 190870 298865 188162 178844 195225 155953 124993 152430 106366 122454 221593 92898.8 91826.2 85653.1 137518 79423.9 62400.8 53512.9 46202.2 42105.6 24567.7 20243.1 18588.3 17233.2 19752.3 14856.3 9537.79 9075.92 3041.84 2486.92 2147.3 threshold=0 1048.2900000000002 46.726464000000014 482.16800000000006 1048.2900000000002 484.61250000000007 91.035000000000011 96.020000000000024 233.42589000000001 1 407.74900000000008 396.4661000000001 2 437.49875000000003 3 2022.5000000000002 271.95250000000004 102.90030000000002 650.90000000000009 73.786500000000018 224.14500000000001 4 271.95250000000004 441.00000000000006 5 650.90000000000009 13.422000000000002 543.20000000000016 144.55500000000004 211.13750000000002 9.0774200000000018 160.61250000000001 48.64650000000001 117.21250000000002 2022.5000000000002 10.369500000000004 333.67962000000006 decision_type=9 2 2 2 2 2 2 2 2 9 2 2 9 2 9 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 8 5 9 11 14 12 34 -11 18 13 -4 15 16 28 22 19 23 21 -21 31 24 -2 -14 33 -13 -8 30 32 -9 -16 -17 -1 36 -31 right_child=6 -3 3 -5 -6 -7 7 17 -10 10 -12 27 25 -15 29 26 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 35 -32 -33 -34 -35 -36 -37 -38 leaf_value=0.34426424616532358 0.0086700504947174045 1.3873293297107403 0.17903328752640943 1.8909594221115111 1.0958021362968113 1.0249343474706014 0.42108445395441613 0.0868463428815206 0.94831770330667498 0.046035229916748806 0.69144216801257841 0.38759730378786722 0.018498211898536326 0.59778390443325047 0.0089614920179511229 0.16765686225891113 1.4321356283534659 1.2228529012203218 0.66547356414794923 0.21571137584835651 0.83041098855901507 0.005924883727203397 0.95320365440845489 0.41655586028921193 -0.014924169326221601 -0.37583661048643052 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933 909 63 114303 114274 245 123 44 62 565 388 43 368 98 276 177 157 internal_count=134192 18033 18007 1062 16945 16922 116159 859 1042 16898 16622 115300 1010 765 772 207 84 87 115256 115236 933 909 63 114303 114274 245 123 44 62 565 388 43 368 98 276 177 157 cat_boundaries=0 6 11 15 21 26 32 cat_threshold=39092224 393219 20804 408518656 168440385 8192 0 262146 4 65536 139264 37781504 0 16640 4194304 1536 1048864 1024 0 0 134217728 1024 1048608 536871936 2147483648 16777216 2147500160 607126608 1074012816 2693009536 4245506 201605121 is_linear=0 shrinkage=0.01 Tree=80 num_leaves=31 num_cat=1 split_feature=0 4 2 1 2 9 0 5 3 1 2 6 1 12 9 1 26 3 4 24 0 1 26 22 1 1 4 1 1 1 split_gain=735249 510820 433278 430912 395268 307311 276566 235943 553714 469519 186704 167195 165441 402118 134648 104321 81502.3 78838.3 79933.9 77879.8 175232 70204.2 119420 59923.9 39735.1 49389.1 35595.2 31500.4 34473.9 17584.9 threshold=108.06300000000002 232.66575000000003 543.20000000000016 395.70800000000008 185.38000000000002 1023.8910000000002 362.49400000000003 191.43400000000005 336.88000000000005 172.67400000000001 43.772500000000008 442.27000000000004 47.945000000000007 147.97550000000004 75.020000000000024 224.14500000000001 2022.5000000000002 72.992500000000021 481.77300000000008 0 479.65650000000011 543.20000000000016 2022.5000000000002 181.03050000000002 789.60480000000007 543.20000000000016 79.720000000000013 650.90000000000009 480.00160000000005 480.00160000000005 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 2 2 2 2 2 2 2 left_child=3 2 11 5 16 7 -3 12 9 10 -9 15 17 14 -14 19 27 23 -19 20 -2 22 -17 -1 25 29 -21 28 -5 -18 right_child=1 6 -4 4 -6 -7 -8 8 -10 -11 -12 -13 13 -15 -16 21 24 18 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0076317644319980997 0.18161843925902851 0.58313770279739841 1.4604561378405645 0.62856232120440558 1.7770481632947923 1.2054018402099609 2.0306168136000635 0.014660045257331009 1.8374097744822502 1.6062068307967414 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1468 131762 2244 2220 1447 203 129518 1406 1355 304 92 64 128112 107 77 1051 96 56 51 internal_count=134092 1549 1494 132543 223 132320 55 132299 537 517 496 1468 131762 2244 2220 1447 203 129518 1406 1355 304 92 64 128112 107 77 1051 96 56 51 cat_boundaries=0 1 cat_threshold=322 is_linear=0 shrinkage=0.01 Tree=81 num_leaves=34 num_cat=9 split_feature=25 6 5 0 4 7 0 2 9 1 1 25 5 1 0 25 0 24 25 5 24 25 2 12 24 3 4 1 6 12 24 1 1 split_gain=1.00396e+06 765551 535441 321182 461151 364641 320024 317126 289536 254837 226814 335573 242019 204700 167752 131125 110422 110159 148775 117654 108320 106262 102101 92632.8 63282.7 61371.8 68291.8 40980.1 13636.2 12920.8 10431.4 21815.4 4981.95 threshold=0 442.27000000000004 79.77300000000001 8.0855000000000015 232.66575000000003 225.07500000000002 10.575800000000003 1048.2900000000002 783.98480000000006 395.70800000000008 177.74775000000002 1 160.61250000000001 480.00160000000005 36.902000000000008 2 393.82500000000005 3 4 191.43400000000005 5 6 160.61250000000001 167.67033750000004 7 441.87500000000006 52.021000000000008 789.60480000000007 657.87500000000011 13.422000000000002 8 333.22462000000002 202.45500000000004 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 1 9 2 1 9 2 2 1 2 2 2 2 2 1 2 2 left_child=1 3 28 9 5 6 -5 8 10 17 14 12 22 -11 21 16 -16 25 -19 -20 -8 24 -12 -23 -2 26 -1 -15 -3 -17 31 -13 -32 right_child=7 2 -4 4 -6 -7 20 -9 -10 13 11 30 -14 27 15 29 -18 18 19 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 32 -33 -34 leaf_value=0.014889950776544874 0.056895568315153078 0.74994969711303716 2.3512364802153214 1.4150418470019386 1.4805492016576951 1.4018453716314756 -0.01841381477823063 1.1926307840780779 1.0901660188039144 1.4036008063952128 0.30703236934352429 -0.049053943801570583 1.4424889969825745 0.54725384278730915 0.1125998159686024 -0.014058925725971772 0.50891678852003974 0.46382807927472253 0.083545988529387064 0.43083536515235898 0.24274254539626181 -0.013783773857798293 1.0270372356068005 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num_leaves=35 num_cat=10 split_feature=25 6 5 2 0 7 0 9 1 0 1 25 5 1 0 25 0 24 25 5 25 2 0 24 2 24 3 6 1 6 24 1 24 1 split_gain=945482 720726 512546 304051 302605 406660 293136 277671 240064 231334 214410 320410 231578 192638 158407 124601 105609 103936 140362 112980 100779 99482 98789.6 97079.1 89467 59893.2 58994.3 62978.3 38644.9 12528.3 9959.49 20658.6 9680.32 4827.79 threshold=0 442.27000000000004 79.77300000000001 1048.2900000000002 8.0855000000000015 225.07500000000002 10.575800000000003 783.98480000000006 395.70800000000008 431.47500000000008 177.74775000000002 1 160.61250000000001 480.00160000000005 36.902000000000008 2 393.82500000000005 3 4 191.43400000000005 5 160.61250000000001 542.34225000000004 6 48.007500000000007 7 441.87500000000006 66.768250000000009 789.60480000000007 657.87500000000011 8 333.22462000000002 9 202.45500000000004 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 1 9 2 9 2 2 1 2 1 2 2 2 2 1 2 1 2 left_child=1 4 29 7 8 6 -6 10 17 23 14 12 21 -10 20 16 -16 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22 66 413 1490 4673 30 95 27 38 28 42 658 176 leaf_count=2831 3348 25 23 22 22 29 267 24 24 25 188 74 24 33 1521 480 75 102 3980 100 113117 22 66 413 1490 4673 30 95 27 38 28 42 658 176 internal_value=0 0.103554 1.01428 -0.00764751 0.0939462 0.275747 0.233212 -0.00785346 0.0732538 0.200735 -0.00805846 0.188237 0.459359 0.604729 -0.00892593 0.0663576 0.122944 0.0669994 0.0990025 0.0891362 -0.0106044 0.37264 0.674241 0.137368 -0.0130024 0.0236459 0.0213161 0.0259117 0.301856 0.547823 -0.0236373 0.0479872 -0.0139605 -0.0647042 internal_weight=0 8130 86 125962 8044 822 793 125940 7222 771 125916 554 234 84 125362 2734 1596 7138 4182 4080 122628 210 91 680 114607 8021 2956 2926 60 63 320 116 1138 204 internal_count=134092 8130 86 125962 8044 822 793 125940 7222 771 125916 554 234 84 125362 2734 1596 7138 4182 4080 122628 210 91 680 114607 8021 2956 2926 60 63 320 116 1138 204 cat_boundaries=0 6 9 15 16 21 27 28 29 30 31 cat_threshold=32768 131075 4100 4259840 34218049 8192 37749248 1052672 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172360593 1746403328 21010946 201588736 864 1648 2920 is_linear=0 shrinkage=0.01 Tree=93 num_leaves=50 num_cat=7 split_feature=25 3 0 4 9 9 5 3 6 18 25 3 9 1 5 25 0 25 4 20 12 12 1 26 0 25 10 25 1 1 26 26 3 3 11 12 1 18 8 0 25 9 3 5 9 0 1 12 0 split_gain=867373 519883 408208 707582 457009 763325 211240 202360 174968 168770 152998 138907 614883 126139 285991 97877.8 90794.3 91171.3 150517 83442.5 78305.1 64061.6 60446.7 58438.5 55096.1 47471.6 42814.9 40737.6 42982.6 40655.4 29321.6 28806.5 45046.6 26825.2 20873.3 19796.9 16216.9 15407.9 15156 15050.6 14884.1 13176 11480.3 8388.04 7673.23 5448.44 1250.99 1100.11 360.012 threshold=0 1048.2900000000002 25.333500000000004 398.32578000000007 9.2947500000000023 21.909000000000002 254.90500000000003 23.680500000000006 442.27000000000004 279.86700000000002 1 62.354500000000009 196.13000000000005 104.17500000000001 79.77300000000001 2 36.902000000000008 3 148.23000000000005 268.67000000000002 68.556262500000017 38.440000000000005 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0.0509865 0.489287 0.0468088 0.048558 0.0632215 0.00391898 -0.0106458 0.234846 0.187348 -0.0508684 0.0388192 0.820646 -0.0109629 -0.353706 -0.148283 0.266168 -0.223116 internal_weight=0 15894 384 360 118113 333 118066 15510 307 186 15203 295 118023 121 61 117991 3258 88 15178 15112 11364 3748 114733 148 273 166 3170 47 114585 66 139 60 43 internal_count=134007 15894 384 360 118113 333 118066 15510 307 186 15203 295 118023 121 61 117991 3258 88 15178 15112 11364 3748 114733 148 273 166 3170 47 114585 66 139 60 43 cat_boundaries=0 6 7 8 13 19 20 25 cat_threshold=4227072 67239939 28692 432078976 34222659 16896 2625 2688 0 3 4100 16842752 33694208 0 0 8212 268435584 8192 512 1922 832569856 269489440 675284224 131108 17039360 is_linear=0 shrinkage=0.01 Tree=103 num_leaves=35 num_cat=5 split_feature=25 0 4 9 2 1 2 3 1 24 13 0 5 3 1 26 3 5 25 24 7 0 3 1 1 25 15 2 0 2 3 26 1 26 split_gain=667150 518833 1.1239e+06 328336 300455 203054 289849 156172 166284 153542 136109 125742 115658 254846 167457 122580 113189 95870.3 91970.4 175597 103955 78569.6 71586.4 69335.7 91131.3 60485.9 58792.2 53876.1 41534.2 39876.8 22927.1 18796.7 3383.47 3195.78 threshold=0 223.35100000000003 242.64500000000001 19.040727000000008 543.20000000000016 395.70800000000008 171.33900000000003 31.829000000000004 224.14500000000001 1 396.4661000000001 95.355000000000004 191.43400000000005 242.64500000000001 133.53660000000005 2022.5000000000002 400.11250000000007 650.90000000000009 2 3 657.87500000000011 98.970000000000013 83.39400000000002 1066.3056000000001 650.90000000000009 4 441.00000000000006 223.35100000000003 309.85375000000005 783.48000000000013 1048.2900000000002 2022.5000000000002 480.00160000000005 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 5 3 7 10 12 23 8 9 -3 11 17 16 14 15 -14 18 26 19 -1 -20 -13 25 24 32 -23 27 -2 -24 -6 33 -26 -7 -18 right_child=4 2 -4 -5 29 6 -8 -9 -10 -11 -12 21 13 -15 -16 -17 30 -19 20 -21 -22 22 28 -25 31 -27 -28 -29 -30 -31 -32 -33 -34 -35 leaf_value=0.29344186866312005 -0.010292382127349205 0.4536644382053806 2.5158448468645416 1.3232587381771632 0.54305357138315835 0.28992886992061839 1.4701979853890159 -0.53304265128241646 1.0097790866427951 -0.012407301127255618 0.56053710982913063 0.5646524977684021 0.38598930744414633 1.3309661316871644 1.0231689979916527 -0.063089147764582965 -0.12976402835845949 0.60942813148498542 0.038986385324951432 -0.0057470092307632557 0.56971336699820851 0.16463347211525162 0.50150847848321567 0.72473778327306104 -0.3887981656881479 -0.01003772062613594 0.44030472360808276 0.15316299841545597 -0.023619980573654175 1.1476507189273835 -0.54927283695765905 0.018974387168884277 0.42903277142180335 -0.23683515753064835 leaf_weight=407 116276 114 24 28 24 34 22 27 27 172 42 36 94 20 21 172 50 25 14634 379 37 321 61 24 26 499 29 202 20 20 21 20 36 63 leaf_count=407 116276 114 24 28 24 34 22 27 27 172 42 36 94 20 21 172 50 25 14634 379 37 321 61 24 26 499 29 202 20 20 21 20 36 63 internal_value=0 0.059649 0.419132 0.28239 -0.00832266 0.0509117 0.403158 0.196671 0.259618 0.188798 -0.00863272 -0.00883622 0.0473223 0.239536 0.163478 0.0956077 0.0435374 -0.00976396 0.0460462 0.150917 0.0402974 0.106544 0.0882398 0.23548 0.134254 0.060225 -0.00989682 -0.0100089 0.371847 0.81787 -0.245847 -0.211506 0.361468 -0.189459 internal_weight=0 16452 392 368 117555 16060 162 340 313 286 117511 117469 15898 307 287 266 15591 116532 15457 786 14671 937 901 140 116 820 116507 116478 81 44 134 46 70 113 internal_count=134007 16452 392 368 117555 16060 162 340 313 286 117511 117469 15898 307 287 266 15591 116532 15457 786 14671 937 901 140 116 820 116507 116478 81 44 134 46 70 113 cat_boundaries=0 6 7 12 13 19 cat_threshold=4227072 67239939 28756 432078976 168440387 16896 962 0 3 4 16842880 33693760 1836 276840960 4128 536872192 0 16777216 134217728 is_linear=0 shrinkage=0.01 Tree=104 num_leaves=37 num_cat=8 split_feature=25 0 9 2 24 1 1 2 13 0 2 18 24 25 25 15 0 3 0 25 0 3 10 1 1 24 25 1 0 0 2 2 1 1 0 0 split_gain=654272 508950 850467 294484 239924 249568 199050 284081 133406 123301 90567.4 84268.3 92372.7 101851 85844.8 84206.9 83491.8 81786.8 77000.4 71927.6 154255 70986.3 70382 67955.9 89317.8 62846.7 47718.8 43434 42555.7 39828.8 39083.3 28244.1 16014.2 3316.14 1507.87 2579.05 threshold=0 223.35100000000003 18.285000000000004 543.20000000000016 1 202.45500000000004 395.70800000000008 171.33900000000003 396.4661000000001 95.355000000000004 255.07275000000001 369.25000000000006 2 3 4 441.00000000000006 33.677000000000014 11.163000000000002 98.970000000000013 5 479.65650000000011 58.496000000000002 142.17232500000003 1066.3056000000001 650.90000000000009 6 7 79.732000000000014 643.62800000000016 16.345395000000003 783.48000000000013 362.49400000000003 40.324500000000008 480.00160000000005 290.96350000000007 542.34225000000004 decision_type=9 2 2 2 1 2 2 2 2 2 2 2 1 9 9 2 2 2 2 9 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 left_child=1 6 4 8 32 19 11 23 9 10 15 12 14 21 25 29 -15 31 -11 20 -6 -14 26 24 33 -1 -20 -16 -21 -2 -5 -12 34 -8 -3 -36 right_child=3 2 -4 30 5 -7 7 -9 -10 18 17 -13 13 16 27 -17 -18 -19 22 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 35 -37 leaf_value=0.00064608980191720503 -0.011165619216832767 -0.011536950331467849 1.8797893018192715 0.53762303392092381 0.30679082036018374 1.3959709954261781 0.28702956760630888 1.4554960571635855 0.55493173803601947 0.55900596506065792 0.25334412722289562 0.51717043424907483 0.22247963934537482 0.050408945510633622 0.0020196103909984231 0.51973383029301967 0.19396840465460585 0.78265654149262798 0.18841051244352716 0.26353068972287114 1.1155080338085399 -0.30277247852749295 0.5720238261387266 0.71749041398366287 -0.20939069530238275 0.24827172409564366 0.023672794993288965 0.13657193705558776 -0.15659532540374332 0.023120644888991262 1.1361741859912873 -0.047796513333040122 -0.37691515142267401 0.42474246210522126 -0.15056893837451935 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6194 109 116314 44 131 111 70 89 63 cat_boundaries=0 6 7 8 13 19 24 25 31 cat_threshold=4227072 67239939 290900 432078976 168440387 16896 2097 2960 0 3 4 134283264 33567296 0 0 8208 285212800 524288 512 32768 131072 0 0 1 144 512 4352 1280 0 0 134217728 is_linear=0 shrinkage=0.01 Tree=105 num_leaves=38 num_cat=9 split_feature=25 6 0 4 2 0 2 5 5 24 9 17 5 25 7 0 24 3 3 2 5 11 25 25 2 0 25 13 11 7 6 13 2 0 25 25 7 split_gain=673125 516451 394990 784165 257921 190808 161438 230026 153769 433216 646258 202072 108473 97811 92444.8 87020.1 84446 114086 222296 74973.3 73978.9 112998 70305.3 67182.1 92149.9 51881.8 43353.1 58678 45702.6 31686.2 26914.2 19064.4 15509.2 13199.5 12640.1 8495.34 7332.24 threshold=0 783.98480000000006 431.47500000000008 55.150500000000008 1048.2900000000002 643.62800000000016 185.38000000000002 223.35100000000003 26.808500000000006 1 41.31750000000001 36.714000000000006 191.43400000000005 2 657.87500000000011 223.35100000000003 3 293.27220000000005 400.11250000000007 43.772500000000008 111.98700000000001 78.522500000000022 4 5 292.55550000000005 66.360000000000014 6 292.55550000000005 37.533000000000008 1.6593000000000002 40.800813000000005 444.2706 437.49875000000003 783.48000000000013 7 8 110.69500000000002 decision_type=9 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 1 2 2 2 2 2 9 9 2 2 9 2 2 2 2 2 2 2 9 9 2 left_child=1 2 8 5 6 -4 13 15 16 10 12 19 -10 14 20 23 22 29 -19 -11 25 -22 -1 24 -8 -2 27 28 -15 -18 -24 -29 -25 -7 36 -36 -28 right_child=4 -3 3 -5 -6 33 7 -9 9 11 -12 -13 -14 26 -16 -17 17 18 -20 -21 21 -23 30 32 -26 -27 34 31 -30 -31 -32 -33 -34 -35 35 -37 -38 leaf_value=0.22119137162921809 0.0061941004339575827 1.5158332412719728 0.77933255994042683 2.456994416798465 1.1010197103591193 0.075094533400102095 0.53000886150142723 0.92371348958266408 0.16071815830010636 -0.016328451771711567 2.4459007897377014 1.0197059241208164 0.83535365668210115 -0.0068833275690411413 0.58660634398460387 0.72477240562438972 0.073024566578514763 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25 25 13 11 26 2 13 1 0 25 1 26 25 0 split_gain=659767 506172 387126 768560 252789 187010 167006 158226 225448 138293 126814 116166 337620 457213 224300 95865.2 77932.5 70911.9 230192 75626 69617.4 55463.7 55048.6 51995.1 53636.7 50640.9 42491.5 57510.3 44793.1 38488.5 30927.9 18685 17353.9 12936.9 12389.4 11773.8 15344.6 8331.33 6582.91 threshold=0 783.98480000000006 431.47500000000008 55.150500000000008 1048.2900000000002 643.62800000000016 437.49875000000003 185.38000000000002 223.35100000000003 144.55500000000004 104.17500000000001 26.808500000000006 1 26.754000000000001 36.714000000000006 2 3 111.98700000000001 96.020000000000024 66.538050000000013 189.36750000000004 185.76000000000002 7.39975 66.360000000000014 4 5 6 292.55550000000005 37.533000000000008 2022.5000000000002 292.55550000000005 444.2706 186.96900000000002 783.48000000000013 7 789.60480000000007 2022.5000000000002 8 104.05000000000001 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 1 2 2 9 1 2 2 2 2 2 2 2 1 9 9 2 2 2 2 2 2 2 9 2 2 9 2 left_child=1 2 6 5 7 29 11 15 10 35 21 16 13 -13 -14 17 20 23 19 -19 -1 30 -18 24 -2 -25 27 28 -17 -4 -9 -29 -12 -7 38 36 -8 -36 -28 right_child=4 -3 3 -5 -6 33 9 8 -10 -11 32 12 14 -15 -16 26 22 18 -20 -21 -22 -23 -24 25 -26 -27 34 31 -30 -31 -32 -33 -34 -35 37 -37 -38 -39 -40 leaf_value=-0.0039812941938695947 -0.016966171341708327 1.500674897003174 0.4792388361150568 2.4324244354963303 1.0900096030462356 0.074343592036854145 0.20976009654998781 0.10838908002446485 0.91447635173797615 1.2123509082794188 0.37883249725614276 0.43093695761055073 0.027250536654999102 2.0975785031318663 1.0846296174185617 -0.0068144947317421815 0.063208644971355449 0.022124988098867534 0.92407935115269257 0.63126896988261827 0.57468536604018439 0.55707750964164737 0.16767572314737064 0.17093134112420835 0.018849884708097397 -0.023539531821554358 -0.013760438833386266 0.54405526061852771 0.073431835710421098 1.0777587420599801 -0.078294536915015089 0.13019597053527832 0.73090702874319891 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355 44 56 54 51695 86 59 24978 26717 internal_count=134292 9451 9426 117 124841 97 9309 124820 469 106 431 9203 583 113 470 124351 8620 19722 334 299 2103 375 6517 19388 18808 580 104629 52934 52890 43 355 44 56 54 51695 86 59 24978 26717 cat_boundaries=0 6 7 13 14 15 21 27 33 39 cat_threshold=2147516416 131074 4160 423690240 33689603 8192 2049 38027264 1280 172246292 1620086912 134785024 134496769 2177 2186 0 0 138429696 0 0 134217728 547358336 269498464 1084230145 2147885348 16777216 117440592 285814805 8651396 537919498 2100224 604062980 8394752 1048832 69206017 131072 0 576 128 is_linear=0 shrinkage=0.01 Tree=107 num_leaves=55 num_cat=14 split_feature=25 0 4 18 0 0 24 3 5 1 24 3 25 4 0 1 14 25 1 24 0 1 25 24 4 0 3 25 12 0 0 25 4 4 24 1 26 25 4 1 25 0 10 26 20 10 3 1 15 5 25 26 5 0 split_gain=646637 413220 1.08365e+06 233654 178786 176225 209739 646055 153029 468954 198312 239013 115481 109862 102940 94793.2 204607 118135 119544 96857.4 72634.7 68733.1 62522 78570.8 82168.9 61979.5 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155.78450000000004 decision_type=9 2 2 2 2 2 1 2 2 2 1 2 9 2 2 2 2 9 2 1 2 2 9 1 2 2 2 9 2 2 2 9 2 2 1 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 3 4 8 43 15 7 25 21 10 11 -10 13 14 34 22 17 18 19 -17 -15 29 23 40 42 -7 37 28 -28 31 -31 -1 39 -34 -8 36 -23 38 -24 -19 52 -6 -25 -3 45 46 -14 -29 -42 -12 -39 -27 -2 -53 right_child=5 2 -4 -5 41 6 12 -9 9 -11 49 -13 44 20 -16 16 -18 32 -20 -21 -22 35 26 24 -26 51 27 47 -30 30 -32 -33 33 -35 -36 -37 -38 50 -40 -41 48 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 53 -54 -55 leaf_value=0.15837783645700526 0.031813148873997485 0.50779718067335045 2.7861349506378175 0.86440710196623927 0.073600145686756491 0.58012256063263989 0.23060846172775962 2.1104627904437838 0.23563061114361411 1.7053490508686411 -0.068293585519532907 1.3018501281738282 -0.017545411269678627 0.27603204149466293 0.79921849684281787 0.35427808017722817 1.084854231595993 -0.01116220405268669 0.86441299346777112 0.018581061405605743 1.066755754379999 0.1395176516157208 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4 2 24 1 0 26 1 26 25 24 26 26 0 split_gain=654398 793507 441196 1.14527e+06 276870 275144 532067 178572 155251 148121 145484 132401 131720 124346 105403 101285 97879 103502 71771.7 72364.5 71601.4 86709.8 192532 70542.6 58627.8 70736 57681.2 53573.8 49390 54815.1 61074.5 40902.6 43913.5 26923.2 21946.3 20123.6 10015 9810.25 6446.92 5505.23 threshold=0 1048.2900000000002 362.49400000000003 79.720000000000013 442.27000000000004 223.35100000000003 162.20850000000004 441.87500000000006 161.49750000000009 643.62800000000016 673.83140000000014 783.98480000000006 48.662000000000006 657.87500000000011 24.018750000000004 223.35100000000003 1 643.62800000000016 543.20000000000016 2022.5000000000002 2 2022.5000000000002 362.49400000000003 3 4 5 650.90000000000009 65.427500000000009 648.37500000000011 6 46.726464000000014 431.47500000000008 2022.5000000000002 362.49400000000003 2022.5000000000002 7 8 2022.5000000000002 2022.5000000000002 21.731200000000005 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 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12702.6 11028.1 6034.33 4236.21 3435.93 threshold=0 1048.2900000000002 431.47500000000008 52.149000000000008 442.27000000000004 223.35100000000003 162.20850000000004 161.49750000000009 441.87500000000006 783.98480000000006 657.87500000000011 48.662000000000006 543.20000000000016 2022.5000000000002 1 2022.5000000000002 24.018750000000004 2 3 42.928500000000007 4 783.98480000000006 5 395.70800000000008 6 643.62800000000016 1083.9006000000002 7 271.95250000000004 650.90000000000009 8 543.20000000000016 55.637900000000009 9 37.209095000000012 2022.5000000000002 333.67962000000006 8.0190000000000019 2022.5000000000002 2022.5000000000002 9.339717000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 1 2 9 2 1 2 1 2 2 1 2 2 1 2 2 9 2 2 2 2 2 2 2 left_child=1 2 4 25 8 7 14 9 12 16 -6 22 24 -14 15 28 20 18 -18 27 30 -10 23 38 -1 35 -27 32 -7 -22 -2 34 -16 -19 -24 -4 -17 -13 -9 -33 -29 right_child=5 -3 3 -5 10 6 -8 11 21 -11 -12 37 13 -15 19 36 17 33 -20 -21 29 -23 31 -25 -26 26 -28 40 -30 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113126 22 316 21 4146 33 24 110 38 23 4545 22 20 1670 20 20 33 20 52 35 22 leaf_count=4228 3288 20 24 21 35 20 20 43 45 21 46 31 34 29 83 21 613 341 1052 28 113126 22 316 21 4146 33 24 110 38 23 4545 22 20 1670 20 20 33 20 52 35 22 internal_value=0 0.0822739 0.07768 0.675308 0.0691872 -0.00546513 0.259966 -0.00630272 0.0634254 -0.00704691 0.674107 0.159384 0.0597536 0.447542 0.17625 0.406902 -0.00718474 0.0427795 0.0992496 0.0602627 -0.00870289 0.525793 0.111979 0.315147 0.0568362 0.421859 0.198241 0.00277138 0.745932 -0.0107574 0.0209619 0.0429007 0.175049 -0.00444606 0.0909025 0.711545 0.11811 0.632503 0.0191749 -0.232531 -0.134713 internal_weight=0 8727 8707 122 8585 125634 395 125239 8504 124679 81 560 8437 63 375 112 124658 3676 1665 263 120982 67 509 116 8374 101 57 235 58 113149 7833 393 103 2011 336 44 54 51 95 57 132 internal_count=134361 8727 8707 122 8585 125634 395 125239 8504 124679 81 560 8437 63 375 112 124658 3676 1665 263 120982 67 509 116 8374 101 57 235 58 113149 7833 393 103 2011 336 44 54 51 95 57 132 cat_boundaries=0 6 12 18 19 25 26 27 28 29 35 cat_threshold=1081344 131073 12292 419430528 33698369 8704 4194304 1052672 1024 0 0 33554432 857735680 268440096 671106304 2147614756 2 2048 421 2151956480 606080016 1074004432 551124992 134217728 134217857 1060 1896 1306 1140 4198528 1050624 2129 4203008 0 16 is_linear=0 shrinkage=0.01 Tree=113 num_leaves=38 num_cat=5 split_feature=25 3 0 2 9 6 1 7 0 2 7 6 25 2 25 0 2 3 25 26 1 11 25 3 12 1 26 0 1 8 2 1 1 7 0 3 1 split_gain=616492 748417 386198 372475 254273 250795 219963 159702 152503 355227 115323 111708 97416.8 99981.5 91541.5 148810 84786 466972 70985 58713.8 118955 54626.4 50972.9 65983.9 254764 43828.2 79408.8 63748.7 42926.6 36323.7 23170.9 22980.7 59103.3 22284.8 22100.8 15465.4 4770.73 threshold=0 1048.2900000000002 362.49400000000003 23.769000000000002 783.98480000000006 442.27000000000004 161.49750000000009 441.87500000000006 25.333500000000004 394.3250000000001 783.98480000000006 657.87500000000011 1 160.61250000000001 2 25.970500000000005 311.36400000000009 150.51452500000002 3 2022.5000000000002 333.22462000000002 20.080500000000004 4 145.10250000000005 16.662500000000005 75.716250000000016 2022.5000000000002 542.34225000000004 17.826000000000004 5.6142500000000011 94.530000000000015 437.49875000000003 650.90000000000009 336.69250000000005 479.65650000000011 482.64500000000004 292.38750000000005 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 9 2 9 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 2 5 25 6 7 8 16 22 14 -9 -7 13 19 15 -10 18 -18 -1 20 -8 -21 33 28 -25 26 34 -28 -24 31 -16 36 -33 35 -4 -2 -14 right_child=4 -3 3 -5 -6 11 12 10 9 -11 -12 -13 29 -15 30 -17 17 -19 -20 21 -22 -23 23 24 -26 -27 27 -29 -30 -31 -32 32 -34 -35 -36 -37 -38 leaf_value=0.20633534813591825 0.014532833908010762 1.9605722738447646 -0.07621166501726423 1.6962830682595573 1.0690467869151723 1.0030110926377147 0.25131898838376243 0.79447042999267581 0.96087160996347665 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11 3 2 1 25 2 24 22 1 4 11 2 26 1 1 26 26 split_gain=604822 802725 264785 507478 260621 184999 143343 138425 763239 134651 100040 312321 95968.7 107864 79257.2 74906.4 152134 73486.8 68707.3 85518.2 62158.7 57816.2 56701.3 129833 55580.2 53713 57087.3 49877.1 48323.1 41199.3 27057.1 14756.4 13464.2 12337.5 8087.67 6802.77 6136.62 7981.43 5745.41 threshold=0 1048.2900000000002 223.35100000000003 162.20850000000004 481.77300000000008 783.48000000000013 161.49750000000009 311.36400000000009 150.51452500000002 783.98480000000006 107.98140000000002 47.551000000000009 1 2022.5000000000002 437.49875000000003 2 362.49400000000003 3 4 331.0750000000001 5 271.95250000000004 37.533000000000008 145.10250000000005 311.36400000000009 789.60480000000007 6 27.234500000000004 7 211.10250000000002 395.70800000000008 8.3632500000000025 751.80750000000012 333.67962000000006 2022.5000000000002 40.324500000000008 254.90500000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 1 9 2 1 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 4 6 12 5 7 9 10 14 18 17 -12 13 21 -9 16 36 -1 19 28 24 -4 29 -24 34 26 30 -28 -2 -20 -17 35 -6 -15 -14 -22 37 -8 -26 right_child=2 -3 3 -5 32 -7 15 8 -10 -11 11 -13 20 33 -16 25 -18 -19 22 -21 31 -23 23 -25 38 -27 27 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 leaf_value=0.016672440487960575 0.033953692585551663 2.0825147683620453 0.3018288350105286 1.8043677463531496 0.64224297353199544 0.81979421644499806 0.02722919372411875 0.41699623843034112 2.189126530647278 0.79382712863740468 0.12753109383133224 1.4899731292724609 0.37346001806713292 -0.073516293934413363 -0.092388592901683997 0.25930310505214665 1.1151685957113902 0.080658409106143233 -0.010805259467484559 0.64910304886954162 -0.079757794506020011 0.96607933772237675 0.045564332389107343 0.77485339431762701 -0.057743326700650729 -0.3047103014588356 0.0034812751940801637 0.42606939684960154 -0.0011927217921047098 0.44310603988170627 0.66593406534194943 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17561 106139 110 163 51 54 46 134 86 60 58 internal_count=134361 8594 125767 399 8574 8523 125368 8490 152 124803 8338 126 379 112 132 565 110 8212 124782 17582 267 58 107200 1061 104 455 423 313 17561 106139 110 163 51 54 46 134 86 60 58 cat_boundaries=0 6 12 13 14 20 21 24 25 cat_threshold=1081344 131073 12292 419430400 33698369 8704 4194304 1052672 1024 0 0 33554432 1540 2193 541343744 606080016 1074005456 551387264 134250496 134480001 282 33554944 1052672 1280 1136 is_linear=0 shrinkage=0.01 Tree=115 num_leaves=38 num_cat=7 split_feature=25 4 2 6 2 2 6 25 24 26 1 24 19 1 2 25 1 17 11 13 3 4 3 2 4 24 7 25 26 3 6 7 6 26 4 6 26 split_gain=594845 300935 301768 210028 190685 125536 164963 105667 550124 150435 116599 315212 180791 127252 99732.3 161528 145655 97280.5 298128 76729.6 73162.5 69905.3 67374.6 67071 75276.5 62228.2 49706.2 36932.2 28265.4 21146.1 16234.9 15979 12541.3 12510.1 19096.7 9848.39 1354.68 threshold=0 440.18000000000006 91.035000000000011 442.27000000000004 783.48000000000013 5.6142500000000011 783.98480000000006 1 2 2022.5000000000002 172.67400000000001 3 32.745600000000003 194.03250000000003 48.007500000000007 4 77.943750000000009 126.14700000000002 90.23745000000001 543.20000000000016 650.90000000000009 1066.3056000000001 150.51452500000002 271.95250000000004 48.489320000000006 5 657.87500000000011 6 2022.5000000000002 223.35100000000003 546.86500000000012 33.660945000000005 110.64500000000001 2022.5000000000002 650.90000000000009 1.1847500000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 9 1 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 left_child=1 3 21 7 14 6 30 8 9 -1 17 13 -13 -12 19 16 22 25 -19 20 26 33 28 24 -18 -9 27 -2 -16 31 -5 32 -17 -3 -35 -33 -10 right_child=4 2 -4 5 -6 -7 -8 10 36 -11 11 12 -14 -15 15 29 23 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 35 -34 34 -36 -37 -38 leaf_value=0.45686996316010098 0.0059887211368478853 0.30114571980067661 1.503489705966069 0.1895456600189209 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split_feature=25 5 1 0 2 24 2 25 24 25 26 1 5 25 2 5 1 8 20 13 25 5 5 2 26 24 0 26 24 25 0 25 18 24 25 7 1 6 5 26 7 5 25 2 26 5 split_gain=582958 494887 724376 215151 186875 153033 205357 116668 218910 164649 242124 112044 110595 118694 97281.5 162367 85915.6 97000.9 85327.7 75191.2 74800.8 74091.6 141032 71818.1 96518 70663.8 70246 61560.5 54937.9 52503.8 51428.5 74851 92369.3 49045.6 46721.9 72523 38904.5 28318.6 27238.9 24857.7 23647.2 22790.1 19476.8 14592.9 10711 8180.52 threshold=0 364.99000000000007 29.184500000000003 139.33500000000001 783.48000000000013 1 160.61250000000001 2 3 4 2022.5000000000002 543.20000000000016 96.412400000000005 5 48.007500000000007 92.995000000000019 77.943750000000009 15.063000000000002 248.89610000000002 543.20000000000016 6 481.77300000000008 783.48000000000013 255.07275000000001 2022.5000000000002 7 161.24750000000003 2022.5000000000002 8 9 36.902000000000008 10 3.5533999999999999 11 12 336.69250000000005 177.74775000000002 121.28400000000001 650.90000000000009 2022.5000000000002 2.1955000000000005 4.0650000000000004 13 185.38000000000002 2022.5000000000002 171.57300000000001 decision_type=9 2 2 2 2 1 2 9 1 9 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 1 2 2 1 9 2 9 2 1 9 2 2 2 2 2 2 2 9 2 2 2 left_child=1 3 21 7 14 26 12 8 9 10 -1 18 13 -7 19 20 17 45 25 30 23 -3 38 41 -25 -9 -5 -13 -11 33 34 32 -32 -10 35 -2 -36 43 -23 -31 44 -16 -33 -22 -28 -17 right_child=4 2 -4 5 -6 6 -8 11 29 28 -12 27 -14 -15 15 16 -18 -19 -20 -21 37 22 -24 24 -26 -27 40 -29 -30 39 31 42 -34 -35 36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 leaf_value=0.20977388475455491 0.013093912469275644 0.02491945556972338 2.3476474325997492 0.55478391937587579 0.87474766055742903 0.57075476161224381 1.1617223065130171 -0.006219277971836387 0.26341468073740726 0.019712010332055992 1.1749638139976646 0.70179759539090669 -0.41137160873413087 0.13654613805104451 0.062775903385001844 0.15279920101165773 0.87314754688378549 0.81963003530388789 0.68765569686889649 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0.0452411 0.145934 0.291091 0.640101 0.0370326 0.307456 0.3579 -0.007749 0.0663262 0.453482 0.252772 0.034978 -0.00884734 0.0423202 0.350152 0.52016 0.129147 0.410517 0.0339817 0.030314 0.444959 0.190625 0.00314696 -0.00896602 0.0377738 0.0967546 0.123779 -0.0099001 0.0148418 -0.011534 -0.0098715 0.853255 -0.074876 -0.0290783 0.0890377 -0.0169709 -0.017487 -0.0677161 0.00477179 internal_weight=0 14958 155 14803 119594 557 336 14246 1057 519 104 13189 305 285 119570 1747 102 69 13122 117823 1645 134 88 609 80 13102 221 67 415 538 117797 2308 1104 209 115489 7153 108336 1036 52 329 198 529 1204 1015 176 48 internal_count=134552 14958 155 14803 119594 557 336 14246 1057 519 104 13189 305 285 119570 1747 102 69 13122 117823 1645 134 88 609 80 13102 221 67 415 538 117797 2308 1104 209 115489 7153 108336 1036 52 329 198 529 1204 1015 176 48 cat_boundaries=0 6 7 13 14 19 24 30 31 32 38 43 44 50 56 cat_threshold=2147516416 67239939 20804 427884544 33698369 8192 2101 0 2 4100 151060480 33693696 8192 1477 0 2 0 16777216 8192 32768 0 0 0 1 268453376 1048864 3072 4194336 0 33554432 644 384 0 0 4 65536 33554432 8192 849347072 1052960 675283968 2147483648 16777216 546 4210688 2099216 8530449 1074561024 134776832 134234801 4218880 1024 2065 4202496 256 134234128 is_linear=0 shrinkage=0.01 Tree=117 num_leaves=32 num_cat=8 split_feature=25 0 4 11 2 0 6 2 11 25 24 1 9 2 14 25 2 20 6 0 25 12 25 7 8 24 6 25 16 0 0 split_gain=571505 322509 966743 235555 183156 167370 155579 214259 138538 109493 517296 113935 99539.7 93075 181001 97652.4 115971 81579.6 57440 51182.5 78096.7 79559.9 46131.5 59690.9 39314.9 36782.1 36139.5 17920.7 15578 2566.64 1458.97 threshold=0 431.47500000000008 79.720000000000013 481.77300000000008 783.48000000000013 542.34225000000004 442.27000000000004 5.6142500000000011 648.37500000000011 1 2 1066.3056000000001 783.98480000000006 25.584650000000003 120.129 3 255.07275000000001 302.00250100000005 783.98480000000006 36.902000000000008 4 38.440000000000005 5 336.69250000000005 293.68850000000003 6 546.86500000000012 7 13.677500000000002 783.48000000000013 1083.9006000000002 decision_type=9 2 2 2 2 2 2 2 2 9 1 2 2 2 2 9 2 2 2 2 9 2 9 2 2 1 2 9 2 2 2 left_child=1 3 5 6 12 -3 9 18 -5 10 -1 17 13 19 15 16 -15 -11 26 22 21 -21 23 -2 -24 -12 -8 -22 -17 -7 -31 right_child=4 2 -4 8 -6 29 7 -9 -10 11 25 -13 -14 14 -16 28 -18 -19 -20 20 27 -23 24 -25 -26 -27 -28 -29 -30 30 -32 leaf_value=0.76731688984509183 0.011994060975207627 0.71269874578568992 2.4038289335499639 1.2952719781615516 0.86600018858909611 0.0045152507684169674 0.31272627399081276 1.3399641940707252 0.32698533969455296 0.041812408931268023 0.063958167682994504 0.76290170322765005 0.69774680328369143 0.063952473247950045 0.79570121884346012 -0.038712843334017949 0.38457734807463717 0.68092821693420402 0.54467098882121423 0.082075256255263365 -0.09918690098612977 0.52594451751027793 -0.0119861743833291 0.50142769775390628 0.21117870032032834 -0.19644754333833678 -0.2319860448508427 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1145 1127 91 52 cat_boundaries=0 6 11 12 18 23 29 30 36 cat_threshold=2147516416 67239939 20804 427884544 33698369 8192 0 2 4 16777216 139264 1348 822175232 34609952 536873984 4325408 16842752 33556480 849347072 269488416 675283968 2147483652 16777216 4210688 2099216 8530449 1078759424 134776832 134234801 2690 4210688 1024 16 4194304 0 134217744 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 0 0 20 1 4 22 9 11 7 13 24 24 26 5 5 4 5 5 5 split_gain=468778 908866 371050 324171 398191 600099 169487 273445 155973 316399 161743 115552 302081 224010 117441 91645 144565 82569.5 78227.3 77907.7 60304.5 56912.2 75608.5 65293.7 43090.2 39217.2 31357.7 24272.7 22506.4 15148.1 6552.91 708.315 854.425 36.9456 threshold=364.99000000000007 126.32950000000001 86.608500000000006 65.08550000000001 232.66575000000003 332.15050000000008 0 2022.5000000000002 1 43.795000000000009 318.53250000000008 79.77300000000001 482.64500000000004 107.98140000000002 276.13500000000005 192.58100000000002 172.45500000000001 102.46769250000001 1066.3056000000001 65.427500000000009 255.07275000000001 10.188250000000002 125.56054000000002 104.42500000000003 751.80750000000012 2 3 2022.5000000000002 441.68000000000006 650.90000000000009 77.943750000000009 544.35000000000002 783.48000000000013 441.68000000000006 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 1 1 2 2 2 2 2 2 2 left_child=3 2 6 11 8 -6 30 -8 9 15 17 18 13 14 25 16 -5 26 19 20 24 22 -21 -23 -1 -13 -10 -17 -9 -30 31 33 -33 -2 right_child=1 -3 -4 4 5 -7 7 28 10 -11 -12 12 -14 -15 -16 27 -18 -19 -20 21 -22 23 -24 -25 -26 -27 -28 -29 29 -31 -32 32 -34 -35 leaf_value=-0.0051041929469844349 -0.12191976090272269 2.1566188377804227 1.5274826762676239 0.25340663321565982 0.13904353989495172 2.2353889647397129 1.2054388839403789 -0.14250045626251787 0.10363345123776074 1.4950183714003791 0.76616799801588065 0.10622139610413812 1.3161102547645569 1.0748742116581311 0.68325884629940159 0.10916901236438023 1.1498365450799466 0.6584499235586686 0.50661925125122065 0.037417852313715069 0.53090010733831494 0.16453888200621569 0.65666141128540034 0.75329359097914261 0.39442910035451256 -0.016442611488610207 0.015143198661628316 -0.22058517784607121 0.3805133524647466 0.058889648616313933 -0.35870164322853088 -0.23050101150165905 -0.14019111442565918 -0.14008212611788795 leaf_weight=129195 24 27 20 179 36 22 30 27 570 21 32 458 20 22 29 49 20 22 30 1395 21 131 20 22 27 588 1332 41 27 32 20 22 20 21 leaf_count=129195 24 27 20 179 36 22 30 27 570 21 32 458 20 22 29 49 20 22 30 1395 21 131 20 22 27 588 1332 41 27 32 20 22 20 21 internal_value=0 0.416058 0.222662 -0.00103993 0.116039 0.934209 0.105638 0.352968 0.0950971 0.300179 0.0607492 -0.00310188 0.0981763 0.0759714 0.0555288 0.223743 0.3435 0.0493324 -0.0039665 -0.0040836 -0.00493363 0.065981 0.0461704 0.249196 -0.00502071 0.0381252 0.0422868 -0.0410523 0.0966374 0.206073 -0.178775 -0.157961 -0.187496 -0.130396 internal_weight=0 270 243 134282 2324 58 223 116 2266 310 1956 131958 1117 1097 1075 289 199 1924 130841 130811 129243 1568 1415 153 129222 1046 1902 90 86 59 107 87 42 45 internal_count=134552 270 243 134282 2324 58 223 116 2266 310 1956 131958 1117 1097 1075 289 199 1924 130841 130811 129243 1568 1415 153 129222 1046 1902 90 86 59 107 87 42 45 cat_boundaries=0 1 2 3 4 cat_threshold=3216 18 3392 328 is_linear=0 shrinkage=0.01 Tree=119 num_leaves=50 num_cat=18 split_feature=25 5 1 0 4 4 6 24 25 25 24 25 1 0 9 18 9 20 12 4 25 1 14 24 24 25 1 24 5 5 25 12 4 13 25 24 4 18 1 25 4 25 1 24 18 24 5 1 12 split_gain=557232 476440 695501 201238 545527 152420 149168 149559 217599 113575 212268 158690 107979 99126.8 307912 100344 97084.2 82001.6 68680.1 67895.9 66526.1 61823.4 109858 75331.3 53990 51465.5 49590.1 48103.2 46816.4 157915 43966.9 45380.6 39417.8 51204.4 28280.2 21512.3 68106.8 19944.1 17639 15443.6 15275.2 15254.2 10375.1 9784.31 8746.41 8091.56 5953.92 2184.31 311.775 threshold=0 364.99000000000007 29.184500000000003 139.33500000000001 232.66575000000003 52.021000000000008 318.53250000000008 1 2 3 4 5 543.20000000000016 36.902000000000008 162.20850000000004 3.5533999999999999 783.98480000000006 248.89610000000002 19.649875000000005 48.489320000000006 6 186.96900000000002 4.1470000000000011 7 8 9 437.49875000000003 10 544.35000000000002 783.48000000000013 11 318.11250000000007 71.921962500000021 24.901500000000002 12 13 335.81400000000008 109.60300000000002 2.2090000000000005 14 115.1915 15 213.3887 16 30.827500000000004 17 441.68000000000006 789.60480000000007 407.74900000000008 decision_type=9 2 2 2 2 2 2 1 9 9 1 9 2 2 2 2 2 2 2 2 9 2 2 1 1 9 2 1 2 2 9 2 2 2 9 1 2 2 2 9 2 9 2 1 2 1 2 2 2 left_child=1 3 5 9 6 28 7 38 -9 10 11 -1 17 16 15 20 21 19 44 -11 32 30 23 26 -13 27 -23 -12 46 -30 35 34 33 -15 -32 36 -2 -37 -5 45 -34 -27 -25 -41 -17 -22 -3 -14 -33 right_child=13 2 -4 4 -6 -7 -8 8 -10 12 25 24 47 14 -16 18 -18 -19 -20 -21 39 22 -24 42 -26 41 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-0.0273011 0.436516 0.283716 internal_weight=0 15134 155 14979 561 134 533 511 261 14418 1057 519 13361 119418 2513 2481 116905 13294 69 13274 2412 116885 333 313 415 538 136 209 109 55 116552 101857 1312 1236 101805 14695 7391 7304 250 1100 76 329 177 835 49 265 54 67 52 internal_count=134552 15134 155 14979 561 134 533 511 261 14418 1057 519 13361 119418 2513 2481 116905 13294 69 13274 2412 116885 333 313 415 538 136 209 109 55 116552 101857 1312 1236 101805 14695 7391 7304 250 1100 76 329 177 835 49 265 54 67 52 cat_boundaries=0 6 7 12 18 19 24 30 31 32 38 39 45 51 52 58 63 64 65 cat_threshold=2147516416 67239939 20804 428146688 168440385 8704 3621 32768 0 0 0 1 0 2 4100 151060480 33693696 8192 1477 0 2 0 16777216 8192 840958464 1052704 675283968 2147614756 16777216 33554432 1352 384 0 0 4 65536 33554432 8192 546 4472832 3148048 8530449 1078497280 21022720 134496433 553658260 77952 1241515138 2147615492 2 117444672 1904 4210688 1280 16 4194304 0 134217744 0 2 0 16777216 8192 534 2102 is_linear=0 shrinkage=0.01 Tree=120 num_leaves=26 num_cat=6 split_feature=25 6 0 26 9 2 1 2 11 7 25 24 7 25 25 9 25 26 17 0 0 0 2 11 6 split_gain=558372 308622 278793 202270 192432 145938 148226 130673 119316 101388 212252 99104.9 98889.4 80661.7 80531.7 71071.4 53994.5 43006.9 42999.8 30443.5 24789.8 12194.5 10840.6 10162.3 5631.1 threshold=0 546.86500000000012 479.65650000000011 2022.5000000000002 783.98480000000006 543.20000000000016 480.00160000000005 1048.2900000000002 481.77300000000008 57.990000000000002 1 2 276.13500000000005 3 4 9.1801710000000014 5 2022.5000000000002 78.02500000000002 144.79006000000001 643.62800000000016 783.48000000000013 783.48000000000013 648.37500000000011 783.98480000000006 decision_type=9 2 2 2 2 2 2 2 2 2 9 1 2 9 9 2 9 2 2 2 2 2 2 2 2 left_child=1 2 7 21 5 6 9 8 11 13 12 16 -11 15 -13 -2 -1 -8 -12 -15 -5 -4 -7 -10 -3 right_child=4 24 3 20 -6 22 17 -9 23 10 18 14 -14 19 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.03555518221249189 0.0067632174053790361 0.6462628903755776 0.035242800993077895 1.2853534374350593 0.85503877786489646 0.33659134026729703 0.6159009755176047 0.86786784744262691 0.68368720635123881 0.37771726147695023 0.03193593192099204 0.33605725280240051 1.1272983212904497 -0.010872060597246729 0.069959239306356724 0.092738866998165165 -0.0596357217292912 0.17330557539349509 0.4596948209529122 0.082955256891181897 0.84036561289141265 0.33739401817321779 0.59291297739202331 0.40811363458633426 0.82524866759777071 leaf_weight=1731 20419 39 34 21 26 33 46 20 23 88 1128 107 22 100779 7821 1009 896 42 24 347 31 22 33 32 32 leaf_count=1731 20419 39 34 21 26 33 46 20 23 88 1128 107 22 100779 7821 1009 896 42 24 347 31 22 33 32 32 internal_value=0 0.0697347 0.0654542 0.570969 -0.005174 -0.00535483 -0.00560524 0.0603182 0.058796 -0.00589683 0.0832774 0.0563753 0.483664 -0.0068151 0.0739695 0.0108066 0.00298506 0.404662 0.040496 -0.0105491 1.02007 0.153945 0.464752 0.523353 0.726933 internal_weight=0 10809 10738 108 123996 123970 123904 10630 10610 123816 1262 10555 110 122554 7928 21428 2627 88 1152 101126 52 56 66 55 71 internal_count=134805 10809 10738 108 123996 123970 123904 10630 10610 123816 1262 10555 110 122554 7928 21428 2627 88 1152 101126 52 56 66 55 71 cat_boundaries=0 6 12 13 19 24 30 cat_threshold=2147516416 67239939 4420 155222144 167903811 1 4194304 4096 134217728 0 0 134217728 2177 33833600 538968320 1107717136 2954625024 4763648 279040 0 2 4 0 131072 2147516416 0 64 134217728 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 8 6 5 1 17 20 12 1 1 1 1 17 26 split_gain=397242 1.08347e+06 289664 229575 188936 391518 191858 121678 124903 116378 209328 141184 97556.7 88144.7 72996.4 56504.2 39025.3 82824.1 28651.6 26936.1 16256.2 3544.68 threshold=108.06300000000002 398.32578000000007 1023.8910000000002 543.20000000000016 437.49875000000003 27.234500000000004 1048.2900000000002 71.921962500000021 257.37000000000006 314.79200000000009 442.27000000000004 273.10998000000006 11.163000000000002 460.35600000000005 33.705000000000005 93.857500000000016 789.60480000000007 543.20000000000016 1066.3056000000001 480.00160000000005 662.73140000000001 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 9 6 16 7 13 12 10 11 14 -9 15 -2 -1 17 19 -18 -6 -15 -19 right_child=1 -3 -4 -5 5 -7 -8 8 -10 -11 -12 -13 -14 20 -16 -17 18 21 -20 -21 -22 -23 leaf_value=-0.0035963035543384058 0.080428404370775683 2.1083386795861383 1.0346340716326679 1.0938960758845011 0.23062758359042082 1.4546597935603216 0.79791923522949215 0.0403339535056461 0.79977040191491444 -0.59776251834371819 1.0656594301306683 0.76123116940259938 0.25730696995238789 0.55232381518681839 0.63657233397165935 0.085981007312650737 -0.34872716546058657 0.44102910968235565 0.13041784653296837 -0.22110421758709531 0.210693359375 0.60301624948328192 leaf_weight=130580 1419 28 27 24 22 26 30 1375 24 23 23 32 244 30 24 708 24 35 26 33 26 22 leaf_count=130580 1419 28 27 24 22 26 30 1375 24 23 23 32 244 30 24 708 24 35 26 33 26 22 internal_value=0 0.158814 -0.00103617 0.123482 -0.0012461 0.315544 -0.00169384 -0.00187422 0.0836498 0.10817 0.119009 0.104247 0.073034 -0.00294405 0.0896782 -0.00311324 0.132723 0.236426 -0.0995718 -0.0404115 0.39371 0.50355 internal_weight=0 1573 133232 1545 133205 188 133017 132987 1643 1521 1498 1475 1619 131344 1443 131288 162 112 50 55 56 57 internal_count=134805 1573 133232 1545 133205 188 133017 132987 1643 1521 1498 1475 1619 131344 1443 131288 162 112 50 55 56 57 is_linear=0 shrinkage=0.01 Tree=122 num_leaves=37 num_cat=8 split_feature=25 6 5 0 26 2 1 3 2 4 25 2 13 24 25 24 0 10 0 25 5 3 26 6 25 5 5 18 17 24 0 13 0 1 2 13 split_gain=544465 299727 596623 270481 197869 141616 131482 128326 563101 98878.2 123857 125927 97177.8 88203.3 84582.6 122493 81013.6 74995.4 101302 73811.4 72197.3 54189.8 50034.1 38824.2 38053.8 36838.1 152805 38006.7 29474.1 27649.8 24200.1 17979.3 11747.9 10723.6 138729 4913.64 threshold=0 546.86500000000012 43.669000000000011 479.65650000000011 2022.5000000000002 543.20000000000016 480.00160000000005 242.64500000000001 174.86250000000004 71.921962500000021 1 185.38000000000002 362.49400000000003 2 3 4 126.55500000000002 15.582750000000003 42.216500000000003 5 481.77300000000008 782.62500000000011 2022.5000000000002 783.98480000000006 6 26.808500000000006 43.669000000000011 174.97500000000002 33.261025000000011 7 643.62800000000016 638.18750000000011 783.48000000000013 24.275832000000005 783.48000000000013 444.2706 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 1 9 1 2 2 2 9 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 left_child=1 3 23 7 32 6 9 13 17 12 11 16 19 25 15 -15 -11 18 -9 21 -16 -2 -8 -3 -21 27 -27 -1 29 -12 -6 35 -5 34 -7 -14 right_child=5 2 -4 4 30 33 22 8 -10 10 28 -13 31 14 20 -17 -18 -19 -20 24 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 leaf_value=-0.010042794609587909 0.011501056874540082 -0.10760270357131958 2.1803432226181032 0.033587778315824622 1.2688567572548275 0.0020228112262228263 0.60731742226559182 -0.025909902611557317 1.9007591104507446 0.14013799047870942 0.05511532347559929 0.89051569126270436 0.37200777227228338 0.4640773239135742 0.061476707951664045 0.084746711616381309 0.69063347290302146 0.71468085908889778 0.71658771106175012 -0.0020520209820065792 0.51039231856664025 0.51978544144403371 0.13563549453561957 0.44688675714575726 -0.014558104942600571 0.88424383560816455 0.029589266440619721 0.42770323944091798 0.3763521475141699 -0.056677323338817288 0.82919349916519669 0.60697552544730049 0.33015472585504702 0.27138529550461543 1.1127702361887151 0.17382027330069708 leaf_weight=2393 17699 28 20 34 21 23 46 147 20 342 490 27 22 125 7388 273 29 20 21 38456 36 21 44 23 66295 24 163 20 22 387 31 21 22 21 22 29 leaf_count=2393 17699 28 20 34 21 23 46 147 20 342 490 27 22 125 7388 273 29 20 21 38456 36 21 44 23 66295 24 163 20 22 387 31 21 22 21 22 29 internal_value=0 0.0688549 0.716512 0.0646367 0.562559 -0.00511505 -0.00536209 0.0595779 0.305521 -0.00563976 0.0812151 0.225489 -0.00655904 0.0546694 0.0713991 0.212338 0.183169 0.135815 0.0669023 -0.00677495 0.0635679 0.0120966 0.376717 0.142461 -0.00996753 0.00404849 0.139278 -0.00641456 0.0146716 0.00576598 1.00675 0.360715 0.150096 0.457978 0.545055 0.259313 internal_weight=0 10809 71 10738 108 123996 123930 10630 208 123840 1297 398 122543 10422 7822 398 371 188 168 122471 7424 17720 90 51 104751 2600 187 2413 899 877 52 72 56 66 45 51 internal_count=134805 10809 71 10738 108 123996 123930 10630 208 123840 1297 398 122543 10422 7822 398 371 188 168 122471 7424 17720 90 51 104751 2600 187 2413 899 877 52 72 56 66 45 51 cat_boundaries=0 6 12 13 18 19 25 31 32 cat_threshold=2147516416 67239939 4420 155222144 167903811 1 1536 1052704 536871936 2147483648 16777216 134217728 2177 0 2 4 150995072 131072 1344 38027392 539230464 1107717136 807141376 4763648 134496768 536871684 269491264 146801153 3229757728 16793600 100675728 1638 is_linear=0 shrinkage=0.01 Tree=123 num_leaves=29 num_cat=1 split_feature=0 4 9 7 12 8 9 3 1 9 11 1 16 24 6 4 3 10 4 4 11 17 12 1 3 7 1 0 split_gain=383905 1.05583e+06 282970 211193 665804 236286 135906 440942 114437 160832 209179 123973 117673 104128 108066 78616.7 54698.8 53226 114786 52802 59935.9 48459.3 47390.1 44873 42991.7 22802.3 33890.2 7400.08 threshold=108.06300000000002 398.32578000000007 1023.8910000000002 187.26000000000002 147.97550000000004 174.86250000000004 145.10250000000005 25.511000000000006 44.610000000000007 75.020000000000024 6.6497500000000018 87.418000000000021 135.41212500000003 0 318.53250000000008 43.634000000000007 1048.2900000000002 18.731850000000005 71.921962500000021 71.921962500000021 106.40070000000003 515.65075000000013 14.112250000000003 102.46769250000001 336.88000000000005 150.61000000000004 271.85500000000002 172.45500000000001 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 left_child=2 6 3 8 5 22 13 -8 16 12 11 -11 15 14 17 -10 19 18 -2 21 -21 -1 23 -5 25 26 -15 -19 right_child=1 -3 -4 4 -6 -7 7 -9 9 10 -12 -13 -14 24 -16 -17 -18 27 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=-0.0042097021576753893 0.15130819061643114 2.0806198474339075 1.0226119119149668 0.068628642720086064 1.7284743787624217 0.96143440369636779 -0.32367228031158446 1.4848415102277484 0.026730694793829727 0.80277570854533808 1.3917111801207065 -0.14515504360198975 0.74658815383911137 0.030493180758526025 0.75975014150142672 0.23582996658789807 0.4643766098022461 -0.047229231054132639 0.67505267190933227 0.047920674694979452 0.52356300919144239 0.33154883129652157 0.53602937781810756 -0.29503294364826099 -0.43604971098899842 -0.29120188134057179 0.41257825314998625 -0.3096700704665411 leaf_weight=128570 597 28 27 409 27 31 26 28 2308 22 20 37 24 709 32 195 25 22 45 1410 27 43 20 37 20 21 24 21 leaf_count=128570 597 28 27 409 27 31 26 28 2308 22 20 37 24 709 32 195 25 22 45 1410 27 43 20 37 20 21 24 21 internal_value=0 0.156123 -0.0010207 -0.00122818 0.199135 0.116052 0.121245 0.614076 -0.00201948 0.0635932 0.507906 0.208311 0.049703 0.103396 0.189104 0.0430209 -0.00333401 0.165206 0.188019 -0.00342392 0.0568576 -0.00409745 0.0598143 0.0384594 0.0212823 0.0336954 0.0430035 -0.175398 internal_weight=0 1573 133232 133205 524 497 1545 54 132681 2606 79 59 2527 1491 717 2503 130075 685 642 130050 1437 128613 466 446 774 754 733 43 internal_count=134805 1573 133232 133205 524 497 1545 54 132681 2606 79 59 2527 1491 717 2503 130075 685 642 130050 1437 128613 466 446 774 754 733 43 cat_boundaries=0 1 cat_threshold=1938 is_linear=0 shrinkage=0.01 Tree=124 num_leaves=36 num_cat=5 split_feature=25 6 5 4 1 9 1 24 25 9 12 12 6 8 1 1 5 7 5 7 7 12 26 6 13 25 25 1 7 10 4 4 13 8 8 split_gain=530964 290845 581369 228575 195822 183222 136160 107702 99926.7 121079 279436 416319 140384 80901.7 109730 158195 103820 70230.1 54585.5 47114.6 105090 72426.7 43698.4 38247.5 31189.4 26448.7 25974.5 40551.1 38558.7 20391.2 18184.5 17139.8 8192.88 1407.32 200.054 threshold=0 546.86500000000012 43.669000000000011 440.18000000000006 41.1205 783.98480000000006 480.00160000000005 1 2 9.1801710000000014 9.3700000000000028 15.775764000000002 108.41000000000001 400.67950000000002 395.70800000000008 789.60480000000007 481.77300000000008 657.87500000000011 160.61250000000001 57.990000000000002 61.542750000000005 109.24925000000002 2022.5000000000002 783.98480000000006 308.79750000000007 3 4 126.32950000000001 40.727000000000011 91.640000000000015 148.23000000000005 650.90000000000009 444.2706 804.02882000000011 571.7600000000001 decision_type=9 2 2 2 2 2 2 1 9 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 2 left_child=1 3 23 7 31 6 8 26 9 17 12 -12 -11 14 16 -16 -9 18 -2 24 -21 -22 -8 -3 25 -10 27 29 30 -1 -28 -5 -26 34 -15 right_child=5 2 -4 4 -6 -7 22 13 19 10 11 -13 -14 33 15 -17 -18 -19 -20 20 21 -23 -24 -25 32 -27 28 -29 -30 -31 -32 -33 -34 -35 -36 leaf_value=0.024181651127196117 0.0057217531916932277 -0.10888536282948084 2.1509759724140167 0.15736144304275512 1.4260366868972778 0.83431907947246842 0.59999970892201293 0.069645715399493408 -0.0027209882994999428 0.025396872259244984 1.7748331094871868 0.29647601870583817 0.62282360745639342 -0.2126010048907736 0.67447640664437247 -0.20764544552770153 0.48364661341807885 0.60006834530830389 0.16693797733423846 0.63968946518436554 0.026555013488650411 0.60950616497885102 0.15658016049584678 0.44147047664808192 0.39362666801972823 -0.013991264077794609 -0.067381219752936303 0.34783365538245753 0.3039735069274902 -0.22617543304667753 0.23037194887797038 0.45311606063399207 0.11748528753008161 -0.32913830819337264 -0.25387278358141585 leaf_weight=754 22484 28 20 36 20 26 46 8653 29763 967 22 142 41 23 68 29 61 20 212 31 682 22 43 23 22 69452 881 38 30 34 21 43 21 23 24 leaf_count=754 22484 28 20 36 20 26 46 8653 29763 967 22 142 41 23 68 29 61 20 212 31 682 22 43 23 22 69452 881 38 30 34 21 43 21 23 24 internal_value=0 0.0679902 0.70598 0.0638351 0.542119 -0.00505694 -0.00523338 0.0593845 -0.00551429 0.012858 0.11198 0.494792 0.049697 0.0734942 0.0762671 0.410749 0.0725438 0.00774961 0.00722765 -0.00990366 0.069864 0.0447722 0.385763 0.139314 -0.0104953 -0.010612 -0.0122427 0.0284219 -0.0482015 0.0133794 -0.0604491 0.318342 0.258767 -0.265042 -0.233676 internal_weight=0 10809 71 10738 99 123996 123970 10639 123881 23888 1172 164 1008 8881 8811 97 8714 22716 22696 99993 735 704 89 51 99258 99215 1758 826 932 788 902 79 43 70 47 internal_count=134805 10809 71 10738 99 123996 123970 10639 123881 23888 1172 164 1008 8881 8811 97 8714 22716 22696 99993 735 704 89 51 99258 99215 1758 826 932 788 902 79 43 70 47 cat_boundaries=0 6 7 13 19 24 cat_threshold=2147516416 67239939 4420 155222144 167903811 1 129 38027904 538968320 1107717136 2953576448 4763648 134496768 536871172 1314368 146801153 1083322660 17842176 100675728 2147516416 0 0 134217728 33554432 is_linear=0 shrinkage=0.01 Tree=125 num_leaves=26 num_cat=5 split_feature=3 25 11 2 0 3 2 6 1 5 25 9 3 6 2 8 24 25 1 24 0 1 0 2 11 split_gain=768606 518469 338067 235869 211262 190496 237121 165470 139901 188406 121369 116989 115533 98950.1 93972.4 147728 92213.9 88124.7 71822.9 66896.2 65813.8 60983.4 58545.6 33787.8 17751.7 threshold=782.62500000000011 0 481.77300000000008 1048.2900000000002 783.48000000000013 293.27220000000005 109.49250000000002 442.27000000000004 40.324500000000008 47.834250000000004 1 783.98480000000006 1048.2900000000002 657.87500000000011 27.234500000000004 70.952000000000012 2 3 46.726464000000014 4 172.45500000000001 161.49750000000009 2.2125000000000004 255.07275000000001 751.80750000000012 decision_type=2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 9 2 1 2 2 2 2 2 left_child=1 2 4 8 5 7 22 18 11 10 16 17 -2 -9 21 -16 -10 19 -1 -3 -19 -11 -7 -12 -4 right_child=12 3 24 -5 -6 6 -8 13 9 14 23 -13 -14 -15 15 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.046935874471425179 0.63269955714543669 -0.009935133750483471 0.7066931009292603 1.0540286491030739 0.78235966473090945 0.14873905936876933 1.4471519055366517 0.96170439597099067 0.24169085326635445 0.056693917340542896 -0.024143990394388776 0.70576262100883158 1.4338538696368537 0.21301532210373297 1.0008806692759196 -0.014871507528282346 0.038868684647281201 -0.011576349230138481 0.16092470918873608 0.027859642077089984 0.15421487367898226 0.54038437968806219 0.74875733518600474 0.38017963500249957 1.0759538443192191 leaf_weight=8758 36 8020 30 21 41 87 20 31 412 83 1308 23 36 41 45 21 508 102299 590 11238 240 38 20 21 23 leaf_count=8758 36 8020 30 21 41 87 20 31 412 83 1308 23 36 41 45 21 508 102299 590 11238 240 38 20 21 23 internal_value=0 -0.000204201 0.0704009 -0.00568672 0.0660713 0.0629952 0.447705 0.0578085 -0.00586628 0.0691701 0.043811 -0.00736676 1.03328 0.535368 0.374158 0.677687 0.13132 -0.00750143 0.0541303 0.012123 -0.0111872 0.208597 0.260892 -0.0176225 0.866938 internal_weight=0 133918 9641 124277 9588 9547 127 9420 124256 2436 2249 121820 72 72 187 66 920 121797 9348 19258 102539 121 107 1329 53 internal_count=133990 133918 9641 124277 9588 9547 127 9420 124256 2436 2249 121820 72 72 187 66 920 121797 9348 19258 102539 121 107 1329 53 cat_boundaries=0 6 11 12 18 19 cat_threshold=2148564992 67502083 12548 143228928 134353409 8704 37766660 537920672 16384 4194304 16777474 1109 4456576 3149072 33967312 2420375680 38330368 134234113 2444 is_linear=0 shrinkage=0.01 Tree=126 num_leaves=26 num_cat=5 split_feature=3 25 26 1 1 4 11 3 9 1 24 3 15 1 25 5 11 26 25 24 8 11 11 1 1 split_gain=753311 508378 421136 297661 301972 216984 211267 176803 133594 105618 217437 88469.3 86299.1 71955.5 115492 110364 68973 103375 58324.7 51839 41564.6 27963.4 13599 10858.1 318.815 threshold=782.62500000000011 0 2022.5000000000002 437.49875000000003 480.00160000000005 1066.3056000000001 481.77300000000008 1048.2900000000002 673.83140000000014 53.072500000000012 1 242.64500000000001 441.00000000000006 36.902000000000008 2 96.412400000000005 8.3632500000000025 2022.5000000000002 3 4 102.1075 648.37500000000011 50.318000000000012 789.60480000000007 789.60480000000007 decision_type=2 9 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 9 1 2 2 2 2 2 left_child=1 3 -2 5 -5 6 9 -4 12 11 -11 -1 13 18 15 -15 17 23 19 -3 -20 -8 -16 -6 -19 right_child=2 8 7 4 16 -7 21 -9 -10 10 -12 -13 -14 14 22 -17 -18 24 20 -21 -22 -23 -24 -25 -26 leaf_value=0.037997359126002432 -0.025690098571777346 0.02914506985351242 0.89827391715276805 1.5574023002126942 0.35839057249181411 1.0667727125258675 0.92530997457958408 2.1319408446091872 0.73899354497591663 0.53127645159126224 0.07928351212927133 0.27380730925879865 0.49656880182378432 0.084657396700797 -0.048844616154136718 0.50048136448682246 0.845189304113388 -0.14336437485434794 -0.011696437877815278 -0.0060494295589200685 0.10192619058738922 0.47838906288146976 0.20874263854253861 0.63292346916198727 -0.19783751306079683 leaf_weight=13477 25 7161 21 23 34 21 21 26 24 123 595 161 34 1348 853 67 20 22 99454 10048 323 42 21 25 21 leaf_count=13477 25 7161 21 23 34 21 21 26 24 123 595 161 34 1348 853 67 20 22 99454 10048 323 42 21 25 21 internal_value=0 -0.000201937 1.02294 0.0555087 0.506371 0.0510198 0.0495404 1.58073 -0.00701501 0.0470047 0.165218 0.0407812 -0.00716567 -0.00730926 0.0482174 0.103614 0.308226 0.202939 -0.00839572 0.00860411 -0.0113275 0.627363 -0.0421729 0.474718 -0.169968 internal_weight=0 133918 72 14585 145 14440 14419 47 119333 14356 718 13638 119309 119275 2289 1415 122 102 116986 17209 99777 63 874 59 43 internal_count=133990 133918 72 14585 145 14440 14419 47 119333 14356 718 13638 119309 119275 2289 1415 122 102 116986 17209 99777 63 874 59 43 cat_boundaries=0 6 7 13 19 20 cat_threshold=2148564992 67502083 28932 147423360 134877697 8704 1027 583616004 537920672 134218752 131104 16777474 33570816 38011008 3149072 33950929 2417229824 37808128 134234113 3664 is_linear=0 shrinkage=0.01 Tree=127 num_leaves=29 num_cat=6 split_feature=25 6 5 0 2 4 2 9 7 22 1 5 14 25 25 0 4 11 2 24 25 24 1 7 0 0 6 0 split_gain=591859 522092 618221 273871 966794 454527 194054 168695 151986 133968 123089 175299 134682 111976 97665.4 87968.4 86689.3 175489 190465 85265.5 65628.7 102592 67513.2 61138.5 56092.7 51337.7 10068.3 6757.67 threshold=0 442.27000000000004 52.149000000000008 201.25000000000003 160.61250000000001 18.893000000000004 1048.2900000000002 673.83140000000014 441.87500000000006 238.56750000000002 40.324500000000008 47.834250000000004 50.509500000000003 1 2 393.82500000000005 65.427500000000009 63.944750000000006 55.624050000000011 3 4 5 543.20000000000016 783.98480000000006 172.45500000000001 223.35100000000003 657.87500000000011 783.48000000000013 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 1 9 1 2 2 2 2 2 2 left_child=1 3 26 8 5 15 7 9 16 10 14 13 -13 -12 19 25 20 18 -18 -2 21 -1 -22 -10 -16 -5 -3 -17 right_child=6 2 -4 4 -6 -7 -8 -9 23 -11 11 12 -14 -15 24 27 17 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 leaf_value=0.42832310390472417 -0.01123422051954287 0.52265194746164179 2.4099182758331299 -0.24170792352585566 2.0818762553532917 1.6129251312613488 0.91334284989730163 0.67916416539086244 0.77262483687627881 0.77480650880120028 0.11828134785441936 0.26310862258525497 1.1130937726157053 -0.022116924519463219 -0.011156387781196977 -0.14890925371646882 0.070782686798973427 1.050463917773703 0.77011100248856978 0.032114293170376208 0.0433379679544941 0.051515954393859309 0.41577587984046155 0.12187925945628773 0.13506927411309214 0.30170211716453632 0.25952839417891072 -0.33941168820416484 leaf_weight=110 7775 26 20 21 30 20 23 36 42 22 1009 166 21 1282 104062 60 339 23 44 10880 7276 208 49 22 263 101 33 27 leaf_count=110 7775 26 20 21 30 20 23 36 42 22 1009 166 21 1282 104062 60 339 23 44 10880 7276 208 49 22 263 101 33 27 internal_value=0 0.0812984 0.890529 0.0737594 0.393869 0.172733 -0.00511083 -0.00527954 0.0635402 -0.0054759 -0.00561273 0.0641665 0.358562 0.0401369 -0.00701876 0.0349157 0.0596807 0.202071 0.151123 0.0140512 0.0521169 0.190943 0.0457669 0.548931 -0.0107867 0.208164 0.375481 -0.208031 internal_weight=0 8451 79 8372 259 229 125539 125516 8113 125480 125458 2478 187 2291 122980 209 8049 406 383 18655 7643 318 7325 64 104325 122 59 87 internal_count=133990 8451 79 8372 259 229 125539 125516 8113 125480 125458 2478 187 2291 122980 209 8049 406 383 18655 7643 318 7325 64 104325 122 59 87 cat_boundaries=0 6 11 17 18 23 24 cat_threshold=2148564992 67502083 4100 142704640 134353409 8704 46679556 537920640 4210944 4325408 16777474 4456576 2100496 421328 273416320 38330368 134234113 2444 0 262146 4 134217728 131072 1124 is_linear=0 shrinkage=0.01 Tree=128 num_leaves=24 num_cat=4 split_feature=3 25 26 11 2 0 3 2 3 1 15 25 1 1 9 9 25 22 25 0 2 26 11 split_gain=736028 489517 412019 324504 226838 205568 182556 228939 173216 131986 205572 137923 127494 122012 325728 110422 88802.3 82767.5 75404.5 56573.7 32494.7 30454 17684.4 threshold=782.62500000000011 0 2022.5000000000002 481.77300000000008 1048.2900000000002 783.48000000000013 293.27220000000005 109.49250000000002 1048.2900000000002 40.324500000000008 88.167500000000018 1 543.20000000000016 46.726464000000014 10.875375000000002 783.98480000000006 2 211.10250000000002 3 2.2125000000000004 211.13750000000002 2022.5000000000002 751.80750000000012 decision_type=2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 9 2 2 2 2 left_child=1 3 -2 5 9 6 13 19 -4 15 11 12 -11 16 -15 17 -1 18 -3 -8 -13 -7 -5 right_child=2 4 8 22 -6 21 7 -9 -10 10 -12 20 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.20970759058146285 -0.026081106996536256 0.013201539767208914 0.88735744022187735 0.68885763613382978 1.0337011437189012 0.50475926353817901 0.14392463351118154 1.4197858257293701 2.1084452856503999 0.10653428965803138 0.81724075502819493 -0.036097151464375254 0.64246679606645007 0.11709039902731143 0.89957933377411414 0.68566155143406082 0.040369910118941539 0.60601591196927163 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134234113 is_linear=0 shrinkage=0.01 Tree=129 num_leaves=23 num_cat=4 split_feature=3 25 26 11 2 0 3 2 3 22 1 15 25 1 5 25 25 13 0 0 26 11 split_gain=721381 479809 403820 318044 222324 201475 178921 224383 169769 129601 125295 202155 139174 119579 307374 87102.4 85827.7 72989 63359.6 55447.8 29848 17332.4 threshold=782.62500000000011 0 2022.5000000000002 481.77300000000008 1048.2900000000002 783.48000000000013 293.27220000000005 109.49250000000002 1048.2900000000002 238.56750000000002 40.324500000000008 88.167500000000018 1 46.726464000000014 55.571249999999999 2 3 543.20000000000016 172.45500000000001 2.2125000000000004 2022.5000000000002 751.80750000000012 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 9 9 2 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=0.20767544250370179 -0.025820306801795957 0.011539032953356535 0.87848388808114197 0.68196903800964348 1.0233641361054919 0.49971167064848404 0.14248538727047799 1.4055879359245302 2.087360767217783 0.76180907509543672 0.12985175902737461 0.80906835185156922 -0.022229694779577775 0.12385128563100642 0.9427733879089355 0.039966684429840374 -0.011222945541021904 0.61595950984954839 0.15144780086508641 0.72641377067565915 1.0395015668869019 1.0468433819646421 leaf_weight=313 25 19244 21 30 21 21 87 20 26 22 1196 36 1201 550 50 8507 102297 20 240 20 20 23 leaf_count=313 25 19244 21 30 21 21 87 20 26 22 1196 36 1201 550 50 8507 102297 20 240 20 20 23 internal_value=0 -0.000199397 1.00103 0.0677224 -0.00547356 0.0635224 0.0605183 0.433356 1.54722 -0.00564788 -0.00578378 0.0652723 0.0541014 0.0554918 0.192095 0.046199 -0.00720314 0.0121602 -0.0108411 0.251631 0.763024 0.840311 internal_weight=0 133918 72 9641 124277 9588 9547 127 47 124256 124234 2433 2397 9420 600 8820 121801 19264 102537 107 41 53 internal_count=133990 133918 72 9641 124277 9588 9547 127 47 124256 124234 2433 2397 9420 600 8820 121801 19264 102537 107 41 53 cat_boundaries=0 6 11 16 22 cat_threshold=2148564992 67502083 12548 143228928 134353409 8704 574637572 537920640 17408 4194304 16777474 0 2 4 134283264 131072 4456576 3149072 33967312 2420375680 38330368 134234113 is_linear=0 shrinkage=0.01 Tree=130 num_leaves=27 num_cat=5 split_feature=3 25 0 4 0 2 2 3 25 9 7 0 25 0 14 25 15 2 5 5 17 17 25 26 2 26 split_gain=742790 499382 258594 868820 280376 221171 159764 381037 163795 145167 123079 88383 123506 96310.1 81409.6 74205.2 71417.3 70778.8 59025.9 175341 46032.1 29827.6 13711 13447.4 9469.93 1069.57 threshold=1048.2900000000002 0 8.0855000000000015 363.67400000000004 9.993700500000001 783.48000000000013 271.95250000000004 26.730900000000002 1 673.83140000000014 441.87500000000006 25.333500000000004 2 25.970500000000005 2.2125000000000004 3 384.85000000000008 437.49875000000003 336.19875000000008 441.68000000000006 27.032800000000005 236.21250000000003 4 2022.5000000000002 333.67962000000006 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 9 2 2 2 9 2 2 9 2 2 2 2 2 2 9 2 2 2 left_child=1 2 6 4 -4 9 8 17 25 11 14 15 13 -13 -6 21 -17 24 20 -20 -10 -3 -14 -19 -8 -1 right_child=-2 5 3 -5 10 -7 7 -9 18 -11 -12 12 22 -15 -16 16 -18 23 19 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.40522261008238181 1.5239862052910029 0.012105246814131491 1.3517884464263916 2.2377057275317962 0.15900046441788601 0.80126667134902052 0.3026095467229043 1.6630599012374878 0.034291819407776342 0.72778874503241642 0.9113485608782087 0.63383029716787864 -0.082172067095642301 0.081294687576909941 -0.2776189195844862 -0.010252963029673356 0.57297144571940106 0.089465782281124243 0.87882052912856601 -0.011707667806255284 0.19464412689208985 0.272822201685472 -0.0111071676168948 -0.19823719769716264 0.55401183917604646 0.35318229436874388 leaf_weight=78 32 16263 20 21 837 34 31 20 8239 27 21 32 349 2226 45 104207 21 33 33 67 183 44 1158 32 29 80 leaf_count=78 32 16263 20 21 837 34 31 20 8239 27 21 32 349 2226 45 104207 21 33 33 67 183 44 1158 32 29 80 internal_value=0 0.000249319 0.0690564 0.226437 0.180677 -0.00516086 0.0522998 0.381498 0.0468006 -0.00538181 0.154738 -0.00554107 0.0421704 0.0887322 0.136724 -0.00703137 -0.0101345 0.176448 0.0405962 0.282167 0.0377761 0.0128009 -0.027998 -0.0521726 0.424121 0.356321 internal_weight=0 134130 9769 944 923 124361 8825 145 8680 124327 903 124300 3765 2258 882 120535 104228 125 8522 100 8422 16307 1507 65 60 158 internal_count=134162 134130 9769 944 923 124361 8825 145 8680 124327 903 124300 3765 2258 882 120535 104228 125 8522 100 8422 16307 1507 65 60 158 cat_boundaries=0 6 11 17 23 29 cat_threshold=2147778560 67239937 12372 427884544 34218049 513 0 0 4 0 139264 857736704 268440352 675300608 2147614752 17043712 134219776 37765248 1051920 149760 542638208 138451458 134242480 4210816 1050752 0 4202500 0 16 is_linear=0 shrinkage=0.01 Tree=131 num_leaves=28 num_cat=3 split_feature=3 2 9 1 0 4 0 1 24 0 1 5 17 24 1 6 18 2 1 12 14 3 9 17 24 0 2 split_gain=728009 368023 570217 295389 255406 493617 203644 191096 138983 168503 137650 94613.8 319365 112677 266993 63800.4 62328.1 67674.5 59088.8 179058 74772 48652.5 44232.3 44387.8 42761.6 41217.7 14270.5 threshold=1048.2900000000002 271.95250000000004 107.10800000000002 77.943750000000009 95.355000000000004 398.32578000000007 5.6142500000000011 177.74775000000002 0 98.970000000000013 242.78875000000002 111.98700000000001 107.98140000000002 1 89.512000000000015 77.552000000000007 63.073500000000003 174.86250000000004 24.061000000000003 147.97550000000004 168.40000000000001 174.86250000000004 783.98480000000006 515.65075000000013 2 104.05000000000001 394.3250000000001 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=1 4 3 15 11 8 7 -5 9 -6 -11 18 13 14 -13 24 17 -10 22 20 -20 -15 23 -1 26 -26 -3 right_child=-2 2 -4 6 5 -7 -8 -9 16 10 -12 12 -14 21 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 leaf_value=-0.0043961479075411911 1.508746303357184 0.36531234477822844 1.5921598084126749 0.4892112193107605 1.0847796284584772 1.6832738027572631 0.1921847811260739 1.8257471175815749 -0.013403802410804397 0.14688311895527242 0.78036122481028247 0.13992538661774942 1.2344849137465159 -0.041740431363163369 1.3004493776957193 0.61099563884735109 0.51804784192393227 0.53646098012509558 0.025888718790298557 0.81813363486322854 0.57454949607849126 0.36518107737264321 0.4005050772207755 0.32075024457204909 -0.0061681061522396285 -0.46143176165494054 0.11860078044235707 leaf_weight=127015 32 37 31 20 21 20 37 23 834 727 36 354 24 563 21 20 24 23 3853 29 25 31 27 42 207 22 64 leaf_count=127015 32 37 31 20 21 20 37 23 834 727 36 354 24 563 21 20 24 23 3853 29 25 31 27 42 207 22 64 internal_value=0 0.000246756 0.282305 0.187874 -0.000726013 0.121612 0.736091 1.2041 0.102853 0.198561 0.176772 -0.00228786 0.0949561 0.0667325 0.199592 0.0625675 0.0152559 0.00135336 -0.00302504 0.03528 0.0294257 -0.0201643 -0.00420267 -0.00428867 0.0293294 -0.0478171 0.190153 internal_weight=0 134130 461 430 133669 1685 80 43 1665 784 763 131984 993 969 375 350 881 857 130991 3907 3878 594 127084 127057 330 229 101 internal_count=134162 134130 461 430 133669 1685 80 43 1665 784 763 131984 993 969 375 350 881 857 130991 3907 3878 594 127084 127057 330 229 101 cat_boundaries=0 1 2 3 cat_threshold=858 1601 3120 is_linear=0 shrinkage=0.01 Tree=132 num_leaves=25 num_cat=2 split_feature=3 2 9 1 0 4 0 1 3 24 1 1 7 14 5 6 18 17 9 18 17 24 0 2 split_gain=713522 360700 558870 289511 250639 501640 199591 187293 148703 122169 107477 83647.6 325206 127032 137610 62530.8 51840.4 47728.5 58158.9 45243.7 45040.9 41910.7 40433.2 13986.5 threshold=1048.2900000000002 271.95250000000004 107.10800000000002 77.943750000000009 43.772500000000008 398.32578000000007 5.6142500000000011 177.74775000000002 482.64500000000004 0 242.78875000000002 40.324500000000008 399.47218000000004 168.40000000000001 316.16700000000009 77.552000000000007 141.38400000000001 515.65075000000013 783.98480000000006 650.90000000000009 751.80750000000012 1 110.69500000000002 394.3250000000001 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=1 4 3 15 11 8 7 -5 9 10 -6 17 13 14 -13 21 -11 18 19 -1 -19 23 -23 -3 right_child=-2 2 -4 6 5 -7 -8 -9 -10 16 -12 12 -14 -15 -16 -17 -18 20 -20 -21 -22 22 -24 -25 leaf_value=-0.0042623098850573015 1.4936589148640633 0.36165921895286524 1.5762381681703752 0.48431912231445312 0.12195336395362788 1.4455538474188909 0.19026293947889997 1.8074896804146143 0.93591689610481266 0.0023856872182308206 0.61838930458492702 0.029428392038734971 1.2923829069591706 0.72534760192588521 0.86213842344284064 0.60488570141792297 0.49124188588424161 0.57019526089940753 0.45161465236118864 0.47139936685562134 -0.051145947456359864 -0.0083013130802857254 -0.47895197963714603 0.11741476997733116 leaf_weight=127858 32 37 31 20 1412 27 37 23 20 1551 45 2570 21 27 20 20 22 28 28 20 20 209 20 64 leaf_count=127858 32 37 31 20 1412 27 37 23 20 1551 45 2570 21 27 20 20 22 28 28 20 20 209 20 64 internal_value=0 0.000244288 0.279482 0.185995 -0.000718753 0.0884893 0.72873 1.19206 0.0764759 0.070803 0.13635 -0.00282067 0.0529182 0.0429722 0.0358586 0.0619418 0.00916458 -0.00396982 -0.00408814 -0.00418792 0.311303 0.0290361 -0.047339 0.188252 internal_weight=0 134130 461 430 133669 3077 80 43 3050 3030 1457 130592 2638 2617 2590 350 1573 127954 127906 127878 48 330 229 101 internal_count=134162 134130 461 430 133669 3077 80 43 3050 3030 1457 130592 2638 2617 2590 350 1573 127954 127906 127878 48 330 229 101 cat_boundaries=0 1 2 cat_threshold=858 3120 is_linear=0 shrinkage=0.01 Tree=133 num_leaves=32 num_cat=7 split_feature=3 25 0 4 24 0 2 0 2 1 25 11 18 1 26 3 12 24 25 0 25 2 5 25 1 1 1 1 26 2 26 split_gain=699323 484481 248397 838344 336368 473406 213902 175480 149976 454326 160409 139417 122642 120189 117091 95993.9 256796 90873.3 79465.6 64721.5 99914.6 60248.9 57666.2 53423.3 25650.8 26116.7 20144.8 28194.1 13759.4 1398.11 1061.19 threshold=1048.2900000000002 0 8.0855000000000015 363.67400000000004 1 36.050650000000012 783.48000000000013 362.49400000000003 271.95250000000004 84.373000000000005 2 131.59500000000003 334.44375000000008 395.70800000000008 2022.5000000000002 145.10250000000005 120.129 3 4 25.333500000000004 5 437.49875000000003 336.19875000000008 6 650.90000000000009 480.00160000000005 650.90000000000009 480.00160000000005 2022.5000000000002 362.49400000000003 2022.5000000000002 decision_type=2 9 2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 1 9 2 9 2 2 9 2 2 2 2 2 2 2 left_child=1 2 8 4 5 -4 13 -7 10 21 30 17 22 15 24 19 18 -6 -17 23 -21 29 -12 -3 25 -15 27 -16 -23 -10 -1 right_child=-2 6 3 -5 11 7 -8 -9 9 -11 12 -13 -14 14 26 16 -18 -19 -20 20 -22 28 -24 -25 -26 -27 -28 -29 -30 -31 -32 leaf_value=0.4011281852233104 1.4787222892045975 0.011496671706413671 1.9957029686803405 2.1979394131615049 -0.062398514430784306 0.15840402060992098 0.78797798857969403 1.1600731202830439 0.33296366511164488 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0.371521 0.352568 internal_weight=0 134130 9769 944 923 119 124361 96 8825 145 8680 804 8522 124327 156 124171 630 784 605 123541 3626 125 8502 119915 76 55 80 47 64 61 158 internal_count=134162 134130 9769 944 923 119 124361 96 8825 145 8680 804 8522 124327 156 124171 630 784 605 123541 3626 125 8502 119915 76 55 80 47 64 61 158 cat_boundaries=0 6 7 12 13 16 22 28 cat_threshold=2147778560 67239937 12372 427884544 34218049 513 258 0 0 4 0 139264 3077 512 4096 17408 857736704 268441120 675300608 2147614752 17043714 134236160 4210816 3149072 149504 1616412800 138451456 134504624 is_linear=0 shrinkage=0.01 Tree=134 num_leaves=32 num_cat=10 split_feature=3 25 5 24 18 9 25 24 3 5 5 25 3 26 15 8 24 9 3 25 8 25 5 17 5 5 24 25 5 5 26 split_gain=685406 474849 171252 255119 151671 139363 111382 310908 97076.9 159970 252970 88771.9 79185.9 148996 67098.7 64531.4 57631.2 91861.7 380826 67048.1 54499.2 40840.9 58877.8 37384.5 35911.2 35559.3 32533.3 24207.2 23756.5 19350 8327.88 threshold=1048.2900000000002 0 174.86250000000004 1 334.44375000000008 673.83140000000014 2 3 121.80050000000001 316.16700000000009 441.68000000000006 4 242.64500000000001 2022.5000000000002 331.0750000000001 400.67950000000002 5 162.20850000000004 25.511000000000006 6 444.42060000000004 7 223.35100000000003 334.63500000000005 293.31000000000006 650.90000000000009 8 9 232.66575000000003 223.35100000000003 2022.5000000000002 decision_type=2 9 2 1 2 2 9 1 2 2 2 9 2 2 2 2 1 2 2 9 2 9 2 2 2 2 1 9 2 2 2 left_child=1 2 4 24 6 11 7 26 9 28 -11 16 15 -14 20 -8 21 19 -19 -18 27 22 -3 -23 29 -26 -1 -13 -5 -4 -9 right_child=-2 5 3 8 -6 -7 12 30 -10 10 -12 14 13 -15 -16 -17 17 18 -20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31 -32 leaf_value=0.65480260556882575 1.4639350633323194 0.025811015320878452 -0.10411620660261674 0.27673072100384161 0.78255405623337326 0.71332871507715301 0.049524855861354966 -0.14123224160105913 1.2396393098831178 1.5100287316640217 0.34848959417343139 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internal_weight=0 134130 9769 261 9508 124361 9479 390 158 138 80 124334 9089 155 97473 8934 26861 15628 88 15540 97449 11233 2373 8860 103 56 202 97413 58 47 188 internal_count=134162 134130 9769 261 9508 124361 9479 390 158 138 80 124334 9089 155 97473 8934 26861 15628 88 15540 97449 11233 2373 8860 103 56 202 97413 58 47 188 cat_boundaries=0 6 7 12 13 19 20 26 32 33 39 cat_threshold=2147778560 67239937 12372 427884544 34218049 513 190 0 0 4 65536 33693696 1575 574620288 1051920 149760 2690121856 134257154 134504592 2952 4194304 1048576 16640 541065216 134224384 134234112 33554560 1296 131072 1572992 32770 262288 1060 18892036 270598752 142607360 1074143524 22036480 117444640 is_linear=0 shrinkage=0.01 Tree=135 num_leaves=36 num_cat=6 split_feature=25 3 1 5 9 10 2 8 11 15 25 24 26 1 3 25 2 9 22 1 25 7 11 3 11 2 3 2 24 1 1 7 1 1 8 split_gain=375907 457741 182501 178819 177942 173860 148889 133848 112527 98721.7 85532 75596.2 125897 305476 66087 149912 92501.3 91626 65470.9 50002.3 48337.5 72287 47484.3 43804 41963.5 39066.6 31917.6 23804.2 16971.4 13723.9 8676.73 8404.39 4367.06 4009.26 195.818 threshold=0 782.62500000000011 177.74775000000002 148.23000000000005 783.98480000000006 747.99000000000012 14.594500000000002 571.7600000000001 442.27000000000004 10.855000000000002 1 2 2022.5000000000002 395.70800000000008 62.354500000000009 3 148.92094000000003 48.760000000000012 238.56750000000002 480.00160000000005 4 657.87500000000011 751.80750000000012 650.90000000000009 6.295700000000001 70.64500000000001 145.10250000000005 11.040900000000002 5 362.49400000000003 213.3887 9.0650000000000031 789.60480000000007 292.38750000000005 804.02882000000011 decision_type=9 2 2 2 2 2 2 2 2 2 9 1 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 5 4 11 14 7 -5 8 9 10 -1 12 13 27 18 16 17 -16 20 28 21 -2 -10 24 -17 -22 -11 -4 29 -13 -30 33 -21 -14 -9 right_child=2 -3 3 6 -6 -7 -8 34 22 26 -12 19 31 -15 15 23 -18 -19 -20 32 25 -23 -24 -25 -26 -27 -28 -29 30 -31 -32 -33 -34 -35 -36 leaf_value=0.26027578988206496 0.0085682146107416701 1.2394244026415278 0.099864539774981428 1.3716198661110619 0.83799505233764648 0.99064166736602788 0.19443356377737864 -0.45305908475603374 0.79562418641715216 -0.094710782591034381 0.058506584549543342 0.23302545522714588 0.013230510505975462 1.3633958029747009 0.15975286165017349 -0.0027326949449961091 0.90057609558105467 0.84130046901248745 0.55175135884966164 -0.19779606501261396 -0.0096478008238851786 0.61012830805778506 0.17124062401907786 -0.30643166260285809 0.22356871260016153 0.058656790347160745 -0.50862174415588379 0.49367639613151554 0.1312541158382709 -0.040847168366114302 -0.079352751381789585 -0.13679453925652937 -0.38531018899834679 0.13527590153510111 -0.41531515333387592 leaf_weight=208 16443 33 66 22 25 20 21 28 29 272 7842 77 51 30 325 1033 20 21 21 27 106240 20 21 44 89 844 20 20 26 24 79 22 23 57 27 leaf_count=208 16443 33 66 22 25 20 21 28 29 272 7842 77 51 30 325 1033 20 21 21 27 106240 20 21 44 89 844 20 20 26 24 79 22 23 57 27 internal_value=0 0.0638876 -0.00478799 0.177807 -0.00558369 0.0593815 0.796715 0.0571765 0.0603991 0.0575641 0.064116 0.124793 0.245088 0.494538 -0.00575227 0.0595237 0.232975 0.201118 -0.00656157 -0.000361881 -0.00665647 0.00929337 0.533383 0.00305421 0.0152181 -0.0091086 -0.123061 0.191449 0.0684775 0.152816 -0.024837 0.0413539 -0.284053 0.0776434 -0.43453 internal_weight=0 8500 125670 545 125125 8467 43 8447 8392 8342 8050 502 246 116 125100 1532 366 346 123568 256 123547 16463 50 1166 1122 107084 292 86 206 101 105 130 50 108 55 internal_count=134170 8500 125670 545 125125 8467 43 8447 8392 8342 8050 502 246 116 125100 1532 366 346 123568 256 123547 16463 50 1166 1122 107084 292 86 206 101 105 130 50 108 55 cat_boundaries=0 6 11 12 18 24 25 cat_threshold=1081344 131075 4100 135823488 167948289 8736 0 2 4 0 139264 1836 8389632 2336 541066304 0 16777216 16384 2185511040 606340368 1107583937 3221487616 512 134234257 81 is_linear=0 shrinkage=0.01 Tree=136 num_leaves=52 num_cat=12 split_feature=0 3 25 5 7 0 24 0 1 14 25 24 5 14 24 25 25 5 1 1 17 0 1 0 25 24 0 17 7 1 25 7 0 3 3 2 7 25 3 11 1 5 1 16 16 25 16 17 1 26 26 split_gain=395016 508818 256006 223655 234256 146625 108348 130420 105084 272777 107746 144867 161466 70271.6 67014 231889 140005 164410 96834.1 94658 81710.8 79900.3 74269.9 62052 85362.3 127537 86844.1 59288.1 59160.3 50256 47003.9 43290.5 39948.5 42316.1 39246.4 37793.2 34985.1 33270.1 31100.2 29595.3 29478.8 27616.7 17290.7 16872.8 14895.4 10944.6 10719.7 7261.16 3965.03 1587.24 934.899 threshold=223.35100000000003 441.87500000000006 0 52.149000000000008 52.83015000000001 431.47500000000008 1 1083.9006000000002 44.610000000000007 168.40000000000001 2 3 160.61250000000001 10.556303500000002 4 5 6 26.808500000000006 29.184500000000003 437.49875000000003 280.05300000000005 8.0855000000000015 650.90000000000009 18.023681000000003 7 8 25.333500000000004 515.65075000000013 783.98480000000006 166.69750000000002 9 48.400000000000006 242.89125000000004 10.742375000000001 77.14060000000002 86.388500000000008 34.437500000000007 10 7.6202375000000009 4.9697725000000004 213.3887 21.718200000000003 395.70800000000008 21.503750000000004 172.67400000000001 11 19.649875000000005 82.674000000000021 224.14500000000001 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 1 2 2 2 9 1 2 2 1 9 9 2 2 2 2 2 2 2 9 1 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=2 3 13 6 5 -5 7 32 23 10 11 42 -13 14 16 49 17 21 -19 20 -17 -1 -21 27 25 26 -25 28 37 35 50 38 -2 -34 43 44 -32 -4 40 -27 -8 -36 -10 -26 47 48 -47 -15 -12 -16 -18 right_child=1 -3 8 4 -6 -7 31 -9 9 -11 45 12 -14 29 15 19 30 18 -20 22 -22 -23 -24 24 34 39 -28 -29 -30 -31 36 -33 33 -35 41 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 46 -48 -49 -50 -51 -52 leaf_value=0.028362024614195503 0.53641441008623914 1.7657145586467926 0.0066524403293547855 0.61461224011012483 -0.12480893135070802 1.7055477636510676 0.039554034985994038 1.0367460110073998 -0.017906961905439372 1.0272533371941797 -0.068014983979263754 0.17949368150452333 0.93028414948781335 -0.10817323246487864 0.53482561578555987 0.056128517475587718 -0.20336657068003777 0.26540187909685331 0.96953718748959627 0.92898948962038219 0.68097174054100407 0.25680478682605229 0.1584746005617339 0.01730565870287163 0.001943384841410027 0.00028594063669047876 0.43022649451373102 0.51064982305873519 0.53530501341819769 0.37138254735780801 -0.040682599971758687 -0.40343075752258301 0.12286010300935205 0.58481114295395942 0.11174191943530377 -0.44466143238929007 0.22279699224692123 -0.010491624724078847 -0.28263951608112881 0.36977962063706443 0.43671547317504883 0.5212387281915416 -0.31979999542236331 0.18361962439922189 0.17757775965191069 -0.011268337119422375 0.22314682292938234 0.088160435914993285 -0.17848896014690399 0.61414543518653286 -0.25421002827192607 leaf_weight=2305 34 21 12705 28 23 22 285 21 369 29 173 634 30 324 49 6143 69 174 22 22 21 164 29 70 3021 377 187 22 20 23 1633 24 201 22 58 31 52 103545 28 23 20 23 20 52 21 793 20 20 40 52 76 leaf_count=2305 34 21 12705 28 23 22 285 21 369 29 173 634 30 324 49 6143 69 174 22 22 21 164 29 70 3021 377 187 22 20 23 1633 24 201 22 58 31 52 103545 28 23 20 23 20 52 21 793 20 20 40 52 76 internal_value=0 0.231717 -0.00169648 0.186218 0.710419 1.09462 0.125955 0.269342 -0.00589632 0.0640964 0.0506613 0.121076 0.210249 0.0439745 0.0489383 0.0699136 0.0192672 0.0654206 0.344437 0.0617079 0.0582573 0.043536 0.490854 -0.00712529 0.0325807 0.135347 0.305857 -0.0084265 -0.00852471 -0.0830513 -0.0479356 0.00656939 0.217116 0.168434 0.0107107 -0.109445 -0.0323594 -0.00861827 0.0363162 0.0210067 0.0655974 0.228019 -0.0325906 0.00501763 -0.0809748 -0.0225666 -0.00543482 -0.0967585 -0.0847809 0.523802 -0.215176 internal_weight=0 729 133441 708 73 50 635 278 122211 2108 2079 1053 664 11230 10811 6316 4495 2665 196 6215 6164 2469 51 120103 3811 657 257 116292 116270 419 1830 357 257 223 3154 396 1685 116250 333 400 305 81 389 3073 365 1026 813 344 213 101 145 internal_count=134170 729 133441 708 73 50 635 278 122211 2108 2079 1053 664 11230 10811 6316 4495 2665 196 6215 6164 2469 51 120103 3811 657 257 116292 116270 419 1830 357 257 223 3154 396 1685 116250 333 400 305 81 389 3073 365 1026 813 344 213 101 145 cat_boundaries=0 6 7 12 13 14 19 25 31 32 37 43 48 cat_threshold=5275648 131075 4420 135823488 167948289 25248 1110 310396420 537923840 17408 4194308 16777472 2464 2441 0 0 4 0 8192 32768 1 4096 134217728 32769 672 578813952 1049088 4195328 0 0 2048 1554 0 0 4 0 33562624 2147762304 69471568 1107570305 3229941760 18944 17 128 268437632 2065 2424307712 16384 is_linear=0 shrinkage=0.01 Tree=137 num_leaves=22 num_cat=2 split_feature=3 26 9 1 4 14 24 9 1 4 9 4 14 3 17 4 3 24 6 2 2 split_gain=343377 318588 213821 183292 150812 146413 124860 136872 100119 88905.3 77338.5 66922.1 60435.9 58768.2 254832 91911.1 55613.3 49721 154203 41213.8 14891.2 threshold=782.62500000000011 2022.5000000000002 1023.8910000000002 44.610000000000007 191.25900000000004 157.14725000000001 0 37.019500000000008 650.90000000000009 1066.3056000000001 80.809750000000022 293.27220000000005 220.17450000000002 62.354500000000009 126.14700000000002 43.634000000000007 28.864500000000003 1 657.87500000000011 480.00160000000005 43.772500000000008 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=2 -2 3 9 5 6 7 -5 -8 13 11 20 -7 17 15 -15 -13 18 -1 -19 -6 right_child=1 -3 -4 4 10 12 8 -9 -10 -11 -12 16 -14 14 -16 -17 -18 19 -20 -21 -22 leaf_value=-0.012756948854409596 -0.22560815970102949 1.2010737595028347 0.87299033573695595 0.1054429124921419 0.79349888110160838 1.0411806868314744 0.010770182555504874 0.55034285025016683 -0.43132454017423238 0.53276562106224801 0.9087119726951306 -0.22490257994333904 0.29687181770801546 0.014896701573529241 1.1501201558113099 0.24364580121321894 0.42868349863135297 0.0010012462502708599 0.86552174019813533 -0.22750960742370993 0.40760767507553097 leaf_weight=43215 24 45 28 1055 20 20 1530 74 53 31 26 30 24 1497 21 199 23 86136 20 79 20 leaf_count=43215 24 45 28 1055 20 20 1530 74 53 31 26 30 24 1497 21 199 23 86136 20 79 20 internal_value=0 0.704837 -0.000786851 -0.000969332 0.0780159 0.062966 0.0536821 0.133422 -0.00400617 -0.00270017 0.426565 0.291772 0.635194 -0.00282672 0.0552932 0.041737 0.0587291 -0.00359761 -0.0123478 0.000791767 0.600553 internal_weight=0 69 134101 134073 2875 2756 2712 1129 1583 131198 119 93 44 131167 1717 1696 53 129450 43235 86215 40 internal_count=134170 69 134101 134073 2875 2756 2712 1129 1583 131198 119 93 44 131167 1717 1696 53 129450 43235 86215 40 cat_boundaries=0 1 2 cat_threshold=1053 2185 is_linear=0 shrinkage=0.01 Tree=138 num_leaves=38 num_cat=12 split_feature=0 4 9 9 25 8 25 24 24 0 1 14 25 24 26 14 24 25 25 6 1 0 25 6 17 25 2 7 6 1 13 0 2 24 2 7 26 split_gain=385613 774282 345440 287553 248572 124303 148108 229008 126239 116799 103131 263687 105742 129017 96753.1 75874.3 69810.2 226739 130770 107882 92549 57687.4 85711.5 221345 57802.5 45309.4 39397.3 35902.7 33800 61359.5 29435 17897.8 16173.6 10694.5 9684.26 3794.83 1546.9 threshold=223.35100000000003 314.37500000000006 225.07500000000002 1023.8910000000002 0 172.50000000000003 1 2 3 431.47500000000008 44.610000000000007 168.40000000000001 4 5 2022.5000000000002 10.556303500000002 6 7 8 482.64500000000004 437.49875000000003 18.023681000000003 9 86.812500000000014 515.65075000000013 10 271.95250000000004 48.400000000000006 5.0180000000000007 8.0855000000000015 93.857500000000016 643.62800000000016 68.007574500000018 11 7.628000000000001 36.738000000000007 2022.5000000000002 decision_type=2 2 2 2 9 2 9 1 1 2 2 2 9 1 2 2 1 9 9 2 2 2 9 2 2 9 2 2 2 2 2 2 2 1 2 2 2 left_child=3 2 5 4 15 6 7 9 31 -2 21 12 13 -12 -9 16 18 36 19 -1 -19 24 23 -23 27 -20 -14 -6 32 34 -24 -8 35 -10 -30 -17 -18 right_child=1 -3 -4 -5 10 -7 8 14 33 -11 11 -13 26 -15 -16 28 17 20 25 -21 -22 22 30 -25 -26 -27 -28 -29 29 -31 -32 -33 -34 -35 -36 -37 -38 leaf_value=0.056935218792490611 0.46553824756294487 2.0764454876292837 1.4048762728951194 0.99399173473489699 -0.0091616619385503847 -0.48689025940433622 0.36086176765775224 0.32501014333806538 -0.027393276631077632 1.1304070103963217 -0.027796538511252071 1.0103138657768482 -0.010694461322571265 0.24515478211253944 -0.18298023143330133 -0.10221054164905112 0.52956954333246975 0.058173570696402478 -0.21174403847037973 0.74478698067043136 0.48592586326540682 0.10353307075658155 0.0062738597066640854 1.1719300558418035 0.50403510722247036 -0.031718968925854671 0.41601553830233484 0.045775703729739332 0.044447174026415903 0.58065651512145999 0.33195304666246683 0.057628097285826997 -0.39754205317724323 -0.15877141304199513 -0.2482445240020752 -0.23817122567783702 0.60787493412311266 leaf_weight=2638 64 22 22 29 115059 31 103 76 148 45 276 29 1312 467 74 307 49 6156 144 23 51 637 3125 20 22 1684 22 1202 26 20 28 24 21 120 20 22 52 leaf_count=2638 64 22 22 29 115059 31 103 76 148 45 276 29 1312 467 74 307 49 6156 144 23 51 637 3125 20 22 1684 22 1202 26 20 28 24 21 120 20 22 52 internal_value=0 0.228946 0.171457 -0.00167278 -0.0018892 0.131844 0.161172 0.341349 0.0335393 0.677838 -0.0060251 0.0633473 0.0501253 0.14474 0.0697515 0.0431506 0.0482951 0.0697146 0.0180006 0.0626452 0.061589 -0.00724214 0.0310472 0.134017 -0.00849669 -0.0469753 -0.00363005 -0.00859368 -0.0893339 0.11824 0.00913705 0.2814 -0.128477 -0.0898145 -0.0828101 -0.111302 0.518544 internal_weight=0 729 707 133441 133412 685 654 259 395 109 122199 2106 2077 743 150 11213 10797 6308 4489 2661 6207 120093 3810 657 116283 1828 1334 116261 416 66 3153 127 350 268 46 329 101 internal_count=134170 729 707 133441 133412 685 654 259 395 109 122199 2106 2077 743 150 11213 10797 6308 4489 2661 6207 120093 3810 657 116283 1828 1334 116261 416 66 3153 127 350 268 46 329 101 cat_boundaries=0 6 12 13 14 19 20 21 26 32 38 43 44 cat_threshold=5275648 131075 4420 135823488 167948289 25248 33280 4096 21504 0 0 134217728 1928 86 17924 537923584 16384 4194308 16777216 2464 2441 0 0 4 0 8192 32768 1 4096 134217728 32769 672 578813952 1049088 4195328 0 0 2048 0 0 4 0 33562624 3360 is_linear=0 shrinkage=0.01 Tree=139 num_leaves=32 num_cat=3 split_feature=0 4 3 1 6 16 8 5 0 0 3 2 14 24 24 0 0 13 7 8 0 20 24 18 18 5 3 0 1 4 8 split_gain=377855 758895 259218 139260 168972 134090 119455 200453 123420 91788.4 144340 91601.2 80425.6 86078.3 75277.1 142943 54659.2 49745.5 44468.6 43241.4 42464.3 39726.8 39238 38063.4 51900.5 35240.4 32432.3 31405.6 20584.4 17252.5 10497.3 threshold=223.35100000000003 314.37500000000006 364.63500000000005 44.610000000000007 400.11250000000007 81.907500000000013 78.765000000000015 54.567500000000003 232.94400000000005 25.333500000000004 210.91250000000002 333.67962000000006 196.52500000000001 0 1 26.940999999999999 70.967000000000013 751.80750000000012 48.400000000000006 17.675500000000003 81.717500000000015 324.92500000000007 2 3.5533999999999999 20.087000000000007 174.86250000000004 50.715049999999998 431.47500000000008 202.45500000000004 398.32578000000007 257.37000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=3 2 6 9 5 11 7 8 -2 17 14 12 13 -5 15 -11 -17 21 -10 -7 -12 22 29 26 -25 -24 -16 -9 -13 -1 -8 right_child=1 -3 -4 4 -6 19 30 27 18 10 20 28 -14 -15 23 16 -18 -19 -20 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31 -32 leaf_value=-0.012296986910067836 0.74378229236602778 2.0556810084256258 1.2381733833659778 0.12356894232798368 0.98444011807441711 0.31668692404573617 -0.22600452156066894 0.5561996807370867 0.10386342170296212 0.86299818904311565 0.9609053902626038 0.62114734053611753 0.62106280406316128 0.00044820994772984879 0.006552558765381915 0.03164046630464018 0.25209967263825034 0.45072074453035987 -0.34516051707060441 0.9591500444412232 0.33086681972379267 0.31050204318761826 -0.0011628240036944937 0.59054901723508479 0.062604954381783803 0.1036510392694925 0.17204649973300196 1.06109169179743 0.22894355670265529 -0.1753399321482732 -0.53337361955642704 leaf_weight=42360 30 22 22 822 20 22 25 28 537 27 20 32 24 1799 2630 297 181 24 23 20 23 40 84479 27 60 322 124 22 23 65 20 leaf_count=42360 30 22 22 822 20 22 25 28 537 27 20 32 24 1799 2630 297 181 24 23 20 23 40 84479 27 60 322 124 22 23 65 20 internal_value=0 0.226631 0.169716 -0.00165607 0.0686122 0.0619322 0.135401 0.170417 0.118897 -0.00314124 0.048222 0.0532104 0.0448112 0.0395346 0.0408238 0.152094 0.11512 -0.00450875 0.0854214 0.622622 0.623908 -0.0045946 -0.00469366 0.0204378 0.22645 -0.000764742 0.014004 0.778352 0.457135 -0.0125438 -0.362613 internal_weight=0 729 707 133441 2762 2742 685 640 590 130679 3389 2700 2645 2621 3346 505 478 127290 560 42 43 127266 127226 2841 87 84801 2754 50 55 42425 45 internal_count=134170 729 707 133441 2762 2742 685 640 590 130679 3389 2700 2645 2621 3346 505 478 127290 560 42 43 127266 127226 2841 87 84801 2754 50 55 42425 45 cat_boundaries=0 1 2 3 cat_threshold=1045 18 2185 is_linear=0 shrinkage=0.01 Tree=140 num_leaves=37 num_cat=6 split_feature=25 0 9 1 6 8 9 5 17 0 25 9 3 25 3 3 26 0 25 1 15 11 3 25 3 26 0 3 25 0 1 26 6 26 0 0 split_gain=476560 496668 1.14739e+06 236309 302304 286964 192573 168746 154750 128988 166127 367188 142124 117965 115893 98986.9 98586 97287.7 70346.3 86747.3 65192.5 59994.2 57126.5 52654.2 74156 48266.8 47098.9 46008.5 38590.7 35862.3 27718.5 20230.3 13214.8 9556.7 8312.73 5348.92 threshold=0 223.35100000000003 18.285000000000004 47.945000000000007 44.161500000000011 5.6142500000000011 783.98480000000006 160.61250000000001 515.65075000000013 95.355000000000004 1 39.162500000000001 108.21050000000001 2 172.09050000000002 8.0855000000000015 2022.5000000000002 332.15050000000008 3 543.20000000000016 441.00000000000006 648.37500000000011 544.35000000000002 4 293.27220000000005 2022.5000000000002 8.0855000000000015 782.62500000000011 5 542.34225000000004 292.38750000000005 2022.5000000000002 77.552000000000007 2022.5000000000002 542.34225000000004 309.85375000000005 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 9 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 3 15 13 7 -6 8 14 9 18 11 12 -11 33 30 16 29 -18 19 20 -2 22 26 24 -12 -24 -15 28 -20 35 -5 -21 -25 -1 -19 -3 right_child=6 2 -4 4 5 -7 -8 -9 -10 10 23 -13 -14 21 -16 -17 17 34 27 31 -22 -23 25 32 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 leaf_value=0.25585705918151064 0.012298646522816923 0.41072312908172609 2.628275433778763 0.16200133397698946 0.30281293434592393 1.8191875338554382 0.76027772007566519 1.092887746334076 0.68097590258627227 0.1357832786753064 0.12588363711564046 1.5967576783043997 0.98058925021778454 0.037627509194240044 0.86683945337931323 -0.36599635744094849 0.0924980529871854 0.7578988433837891 -0.00042372729905599339 0.69824209117889413 0.55702036640860819 0.59169327449798592 0.02270413398742676 -0.040855706488074413 -0.46554910247976133 -0.66371848378862652 0.15125912481269613 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internal_count=134410 6293 198 6095 407 50 128117 357 128084 128051 1420 253 232 5688 337 174 154 73 126631 16695 16653 5531 5511 1167 605 41 5470 109936 109916 81 316 42 562 157 51 50 cat_boundaries=0 6 9 14 20 26 32 cat_threshold=2148827136 262146 4100 150994944 33698368 8705 578814464 135168 4194304 0 0 4 0 8192 4194304 606209280 288464 819789952 559106 134234144 272630784 1048704 134235392 0 16777219 134217728 570442388 269555776 1245841665 131620 16793601 100663440 is_linear=0 shrinkage=0.01 Tree=141 num_leaves=37 num_cat=5 split_feature=25 0 9 1 6 9 4 5 17 0 25 9 3 25 3 3 26 0 25 12 3 1 11 4 4 3 0 3 26 25 1 1 26 6 0 0 split_gain=467076 486784 1.12455e+06 231606 296288 188740 176253 165388 151670 126870 135161 218833 167476 115617 113587 97017 96624.1 95351.7 70144.5 87280 140390 84808.2 58800.4 66438.4 416635 36963.8 35148.6 31845.7 31143.6 30398.4 27166.9 15854.4 9366.53 9255.18 8147.3 5242.48 threshold=0 223.35100000000003 18.285000000000004 47.945000000000007 44.161500000000011 783.98480000000006 8.0855000000000015 160.61250000000001 515.65075000000013 36.902000000000008 1 139.92650000000006 172.09050000000002 2 172.09050000000002 8.0855000000000015 2022.5000000000002 332.15050000000008 3 189.64500000000004 23.200400000000002 543.20000000000016 648.37500000000011 174.86250000000004 148.23000000000005 317.21700000000004 542.34225000000004 317.21700000000004 2022.5000000000002 4 292.38750000000005 789.60480000000007 2022.5000000000002 44.161500000000011 542.34225000000004 309.85375000000005 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 3 15 13 7 8 -6 14 9 18 11 12 -11 32 30 16 26 -18 21 29 -21 27 23 24 -15 28 35 -2 -12 -20 -5 -23 -1 -25 -19 -3 right_child=5 2 -4 4 6 -7 -8 -9 -10 10 25 -13 -14 22 -16 -17 17 34 19 20 -22 31 -24 33 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 leaf_value=0.25329848450499698 0.014913276215366252 0.40661589355468752 2.6019926160573958 0.16038131926157703 1.5256008947306665 0.75267497091582325 0.32266068132150744 1.0819588009119034 0.67416614807013309 0.10044207018352873 0.055944025366651745 0.9747172041862241 0.78460069836796953 0.041782103123930353 0.85817108608427506 -0.36233639144897462 0.091573075164448139 0.75031985168457027 -0.0019516588993066083 0.11329475142796275 1.0081773247718813 0.63752704299014551 0.58577635765075686 -0.14312090304045552 1.2871255878165917 -0.38236247102419535 -0.12435927052651682 -0.16687660885840347 -0.025681826496793847 -0.012723747501338071 -0.040646386785605525 0.25255363368988037 0.4078057062625885 -0.37650113105773925 1.0031537767556997 0.20182372932434081 leaf_weight=77 14678 25 24 219 29 33 21 20 33 1085 880 31 37 5351 21 20 22 25 43049 142 20 23 20 113 27 24 31 97 997 66968 97 20 80 20 26 25 leaf_count=77 14678 25 24 219 29 33 21 20 33 1085 880 31 37 5351 21 20 22 25 43049 142 20 23 20 113 27 24 31 97 997 66968 97 20 80 20 26 25 internal_value=0 0.0846805 0.572786 0.068963 0.29941 -0.00349505 1.02037 0.198436 -0.00369015 -0.00386484 0.0598151 0.144648 0.123003 0.0524736 0.146001 0.292895 0.37799 0.641844 -0.00542071 -0.00816775 0.223774 0.0150003 0.0444579 0.0425741 0.0480343 0.0075611 0.140196 0.0137198 0.0125871 -0.00851003 0.0986734 0.45847 0.312146 -0.178216 0.879216 0.30422 internal_weight=0 6293 198 6095 407 128117 50 357 128084 128051 3054 1153 1122 5688 337 174 154 73 124997 110179 162 14818 5531 5511 5378 1901 81 14775 1877 110017 316 43 157 133 51 50 internal_count=134410 6293 198 6095 407 128117 50 357 128084 128051 3054 1153 1122 5688 337 174 154 73 124997 110179 162 14818 5531 5511 5378 1901 81 14775 1877 110017 316 43 157 133 51 50 cat_boundaries=0 6 11 16 22 28 cat_threshold=2148827136 262146 4100 150994944 33698368 8705 578814464 135168 675283968 0 16777219 0 0 4 0 8192 4210688 606209280 287696 819789952 526338 134234160 570426004 269555776 1241648129 3221357088 16826373 100663424 is_linear=0 shrinkage=0.01 Tree=142 num_leaves=25 num_cat=3 split_feature=0 4 2 2 2 5 1 17 24 3 22 1 26 1 12 16 12 5 0 24 11 24 4 0 split_gain=391196 1.09937e+06 413922 237868 288424 210046 642166 257889 139852 113468 109498 92234.6 224185 81027.2 329621 99803 63506.5 89860.6 59826.7 104169 44832.1 36168.3 13153.1 9090.27 threshold=212.70000000000005 398.32578000000007 1048.2900000000002 160.61250000000001 232.66575000000003 336.19875000000008 118.78000000000002 13.011000000000001 0 8.3632500000000025 255.07275000000001 224.14500000000001 2022.5000000000002 40.324500000000008 147.97550000000004 146.98500000000004 106.31000000000002 137.58000000000001 25.333500000000004 1 10.677000000000001 2 77.943750000000009 393.82500000000005 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 left_child=2 3 5 11 -5 10 7 8 9 -7 13 16 -13 18 15 -15 17 20 21 -20 -2 -1 -10 -6 right_child=1 -3 -4 4 23 6 -8 -9 22 -11 -12 12 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 leaf_value=-0.015871871711616383 0.10004943865358079 2.5402359285354614 1.1025719137752759 1.6422325963559359 0.40342559224367142 0.15574648456808962 1.9978676067590715 1.2318592267036439 -0.12172781395501105 0.92643083648681646 0.73835412406921397 1.3075983556111654 -0.059224433473178316 0.032950884057134956 0.96339110050445953 0.72483041082109723 0.59180219401483958 -0.49679658889770512 0.16930264341785178 0.014963704427626061 -0.38184655380249027 -0.001522922000098064 -0.37891170382499695 0.10885689301924271 leaf_weight=21050 556 20 34 23 20 81 20 20 116 25 20 21 28 2897 39 21 23 28 508 2850 20 105944 24 22 leaf_count=21050 556 20 34 23 20 81 20 20 116 25 20 21 28 2897 39 21 23 28 508 2850 20 105944 24 22 internal_value=0 0.226718 -0.000654423 0.164275 0.742073 -0.000935152 0.269778 0.139846 0.0510648 0.308416 -0.00151585 0.108717 0.526557 -0.00162685 0.0501361 0.0379301 0.0760633 0.0564243 -0.00280108 0.0388609 0.0833169 -0.00390271 -0.154762 0.249128 internal_weight=0 761 133649 741 65 133615 286 266 246 106 133329 676 49 133309 2957 2918 627 604 130352 3358 576 126994 140 42 internal_count=134410 761 133649 741 65 133615 286 266 246 106 133329 676 49 133309 2957 2918 627 604 130352 3358 576 126994 140 42 cat_boundaries=0 1 2 3 cat_threshold=709 18 136 is_linear=0 shrinkage=0.01 Tree=143 num_leaves=22 num_cat=1 split_feature=0 4 2 9 5 5 5 1 7 22 8 0 7 9 2 1 0 24 1 1 26 split_gain=383411 1.07749e+06 405685 365109 234768 528765 133205 403507 153825 107156 98047.9 77309 207999 64962.3 65551.9 64526.9 59571 37775.3 116816 32282.1 16512 threshold=212.70000000000005 398.32578000000007 1048.2900000000002 1023.8910000000002 54.567500000000003 186.22625000000002 191.43400000000005 161.49750000000009 318.53250000000008 238.56750000000002 66.538050000000013 25.333500000000004 295.12500000000006 58.936600000000006 57.417500000000011 1066.3056000000001 362.49400000000003 0 44.610000000000007 15.577650000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=2 4 3 6 13 -6 9 8 10 11 -8 15 -13 14 17 -1 -7 19 -19 -2 -16 right_child=1 -3 -4 -5 5 16 7 -9 -10 -11 -12 12 -14 -15 20 -17 -18 18 -20 -21 -22 leaf_value=-0.0033458096839047578 0.046702814415029811 2.514833549499512 1.0915461826324464 1.2074461807250978 1.5104225765130459 0.2495591810475225 0.0077199333822636895 1.1892355328117099 0.94434546232223515 0.71245011511303136 0.46027233402684048 0.037131926964842313 1.0351384315036591 -0.41085937976837161 0.59027493342757231 0.46841315105043607 -0.49667091274261477 0.10431225095657592 0.79284535880717966 -0.24447727866794755 0.25448431765591656 leaf_weight=129165 221 20 34 25 39 23 495 35 20 21 53 3751 21 24 32 29 20 282 27 46 27 leaf_count=129165 221 20 34 25 39 23 495 35 20 21 53 3751 21 24 32 29 20 282 27 46 27 internal_value=0 0.224451 -0.000647754 -0.000925676 0.162632 0.667231 -0.00115181 0.147141 0.0829273 -0.00182421 0.0514887 -0.00193702 0.0426882 0.0998445 0.119147 -0.00323991 -0.0975246 0.0866289 0.159319 -0.00333802 0.436608 internal_weight=0 761 133649 133615 741 82 133590 603 568 132987 548 132966 3772 659 635 129194 43 576 309 267 59 internal_count=134410 761 133649 133615 741 82 133590 603 568 132987 548 132966 3772 659 635 129194 43 576 309 267 59 cat_boundaries=0 1 cat_threshold=2273 is_linear=0 shrinkage=0.01 Tree=144 num_leaves=46 num_cat=10 split_feature=25 0 9 1 24 2 9 2 9 25 8 3 26 0 1 1 9 0 25 24 1 3 1 25 24 11 3 2 0 25 26 12 8 25 24 3 11 0 1 1 1 26 2 0 0 split_gain=453232 466748 1.09202e+06 222514 520915 217724 503677 190123 180143 112296 95816.6 95072.2 94161.3 91968.4 84809.2 82400.4 81483.7 80877.2 121972 158352 149178 76183 95624.7 69742.7 75877.7 57223 56461.2 53533.3 53313.4 51842.2 47442 47265.4 43601.5 40973 38021.9 79812.8 36722.7 34459.5 33278.1 26196.2 22903.2 9147.8 8350.97 7742.02 5164.8 threshold=0 223.35100000000003 18.285000000000004 54.310000000000009 1 271.95250000000004 27.234500000000004 8.0855000000000015 783.98480000000006 2 33.268000000000008 8.0855000000000015 2022.5000000000002 332.15050000000008 172.67400000000001 333.22462000000002 62.555000000000007 25.333500000000004 3 4 161.49750000000009 150.51452500000002 77.943750000000009 5 6 648.37500000000011 544.35000000000002 103.80000000000001 8.0855000000000015 7 2022.5000000000002 189.64500000000004 293.68850000000003 8 9 54.567500000000003 43.980000000000004 542.34225000000004 543.20000000000016 650.90000000000009 224.14500000000001 2022.5000000000002 394.3250000000001 542.34225000000004 309.85375000000005 decision_type=9 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 9 1 2 2 2 9 1 2 2 2 2 9 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 9 7 8 10 14 17 41 21 12 37 -14 -5 -16 34 23 19 20 -19 22 42 24 29 26 28 40 -11 -2 -28 32 -25 -21 39 -36 -33 44 -26 -6 -20 -1 -7 -15 -3 right_child=5 2 -4 4 16 6 -8 -9 -10 25 -12 -13 13 43 15 -17 -18 18 27 33 -22 -23 -24 31 38 -27 30 -29 -30 -31 -32 36 -34 -35 35 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 leaf_value=0.25027187297870584 0.083241887387760935 0.39908666801452641 2.5609973506132766 0.21690867652893064 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80 106 26 25 leaf_count=77 2197 25 24 25 98 102 21 29 31 5096 20 20 22 25 21 27 22 626 1843 643 24 25 37 109239 9557 20 20 24 403 2561 21 128 97 758 113 22 28 31 24 21 26 80 106 26 25 internal_value=0 0.0834068 0.561362 0.0680169 0.302997 -0.0034522 0.260816 0.875485 -0.00409553 0.0524804 0.152522 0.28555 0.369788 0.630257 0.689201 0.935186 0.0576167 -0.00428045 0.0402992 0.0934684 0.221574 0.10305 0.0493923 -0.00570031 0.0150316 0.044618 0.0427707 -0.0177081 0.0455273 0.0476339 -0.326947 -0.00841595 -0.0086649 0.0328841 0.00913633 0.119602 0.165523 0.135044 -0.00119175 -0.116447 -0.0238278 0.308432 -0.0339319 0.86338 0.297452 internal_weight=0 6293 198 6095 378 128117 311 102 127806 5717 290 174 154 73 73 48 276 127775 3944 2051 650 270 245 123831 14339 5560 5540 1893 5499 4758 41 109492 109336 1401 254 135 156 81 9581 119 1869 157 208 51 50 internal_count=134410 6293 198 6095 378 128117 311 102 127806 5717 290 174 154 73 73 48 276 127775 3944 2051 650 270 245 123831 14339 5560 5540 1893 5499 4758 41 109492 109336 1401 254 135 156 81 9581 119 1869 157 208 51 50 cat_boundaries=0 6 7 12 18 19 25 26 31 37 38 cat_threshold=2148827136 262146 4100 150994944 33698368 8705 2067 0 0 4 0 8192 597688832 4608 675300608 2147483684 17039619 16384 1050 4194304 606211072 287697 819527808 526338 134234288 113 0 69206016 278928 4259840 2 572522496 4096 134234112 2147483648 1 16384 332 is_linear=0 shrinkage=0.01 Tree=145 num_leaves=51 num_cat=11 split_feature=0 9 24 25 0 25 1 24 1 1 26 2 0 26 9 18 11 8 24 25 26 25 6 0 2 11 2 9 24 0 6 24 2 25 1 24 0 1 0 2 6 2 1 2 0 1 0 2 2 0 split_gain=366797 634935 255725 411877 478601 241184 195826 458491 261753 329590 157512 128011 280116 174202 141182 117011 79381.9 78860.9 75758.6 126588 194832 82010.1 79028 62729.4 63841.3 61944.9 115449 172783 53947.3 51979 122732 50955.7 50163.3 49281.1 49133.1 58923 76571.8 47772.3 40066.4 38522.5 35202.2 32955.5 23699.4 19676.4 15335.2 10761.5 7436.17 6786.21 5231.21 3796.56 threshold=201.25000000000003 215.97850000000003 0 1 332.15050000000008 2 104.17500000000001 3 437.49875000000003 177.74775000000002 2022.5000000000002 271.95250000000004 77.552000000000007 2022.5000000000002 783.98480000000006 484.61250000000007 8.3632500000000025 88.922000000000011 4 5 2022.5000000000002 6 8.0855000000000015 479.65650000000011 65.05725000000001 37.533000000000008 10.742375000000003 3.2830000000000008 7 25.333500000000004 95.336000000000027 8 8.0855000000000015 9 2.2090000000000005 10 309.85375000000005 17.552500000000006 232.94400000000005 648.37500000000011 98.885600000000011 333.67962000000006 242.78875000000002 480.00160000000005 362.49400000000003 650.90000000000009 255.07275000000001 19.645461000000005 311.36400000000009 242.89125000000004 decision_type=2 2 1 9 2 9 2 1 2 2 2 2 2 2 2 2 2 2 1 9 2 9 2 2 2 2 2 2 1 2 2 1 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 46 6 15 8 9 -8 -6 14 13 41 25 18 31 34 19 20 -1 40 -21 24 38 29 33 -28 -23 37 -31 32 -9 -27 35 36 -4 -7 -5 48 -20 -13 -11 -43 49 -33 -2 -37 -15 -36 right_child=1 -3 17 23 10 11 7 16 -10 42 -12 12 -14 39 -16 -17 -18 -19 21 22 -22 28 -24 -25 -26 26 27 -29 -30 30 -32 45 -34 -35 44 47 -38 -39 -40 -41 -42 43 -44 -45 -46 -47 -48 -49 -50 -51 leaf_value=-0.020735596104672082 0.39266001582145693 1.5915025770664215 0.48042445796809791 0.38999554886537441 1.0578656517028808 -0.0080609811565106309 1.2569142663478852 0.21147539492734929 1.5937736809638239 -0.2025936356457797 2.1594200526343452 0.75247955721837501 1.2976970073445275 0.12024261196454367 0.77844163355620011 0.80355403804779058 0.55274345412254333 -0.54376341938972472 0.0014726207778958853 0.049435307673326274 0.77739409042127205 -0.026451415361142625 0.25989914532060976 -0.28681113137139214 0.70408209991455084 0.12924738773947275 0.017964842456016452 0.65918158493543932 0.17241188638643334 0.024785883172623868 0.43973341110991698 -0.14926793722762274 -0.30796268007029659 -0.009993380002995312 0.047751510483877997 -0.005420691457887491 0.0595558323050445 0.028059236416925721 -0.011158230073990361 -0.39985671101194442 -0.15160428432317882 0.14325849237113164 0.21625864778246201 0.49549143082754954 -0.32074958851462915 -0.39894742647806802 0.15349208483329185 -0.18718902048857317 -0.046728933023851969 -0.12755972389380138 leaf_weight=57 26 32 73 34 25 115991 38 97 31 22 27 27 22 24 23 20 25 24 4060 3185 66 194 189 36 20 337 94 76 469 3026 73 97 23 951 21 192 106 3781 93 33 156 29 35 35 38 21 26 23 86 30 leaf_count=57 26 32 73 34 25 115991 38 97 31 22 27 27 22 24 23 20 25 24 4060 3185 66 194 189 36 20 337 94 76 469 3026 73 97 23 951 21 192 106 3781 93 33 156 29 35 35 38 21 26 23 86 30 internal_value=0 0.210451 0.154792 0.386968 0.867991 -0.000928649 0.0496829 0.269083 0.737366 0.535524 1.62983 -0.00450044 0.218886 0.117459 -0.00496068 0.0395769 0.0160867 0.0154255 0.0377527 0.073196 0.376888 0.0121738 0.0610439 0.0827905 0.178937 -0.00510561 0.0596925 0.304626 0.114694 -0.00587451 0.0345604 -0.0396089 0.103307 0.0273643 0.0435306 0.0914665 0.218962 -0.00692073 0.0962373 -0.100197 -0.0041816 0.459491 0.0545964 0.335886 -0.16868 -0.178569 0.273076 -0.0237605 -0.0102988 -0.0553727 internal_weight=0 826 794 287 104 133393 8785 389 126 95 52 124608 256 234 124352 8396 263 507 8376 3497 123 4879 3374 183 147 124329 1458 170 663 122871 3099 238 120 1288 483 394 179 119772 127 143 4216 91 57 64 89 118 52 215 110 51 internal_count=134219 826 794 287 104 133393 8785 389 126 95 52 124608 256 234 124352 8396 263 507 8376 3497 123 4879 3374 183 147 124329 1458 170 663 122871 3099 238 120 1288 483 394 179 119772 127 143 4216 91 57 64 89 118 52 215 110 51 cat_boundaries=0 1 4 10 11 12 16 22 23 24 30 31 cat_threshold=3840 32768 131072 17408 2153021440 393219 4100 433913856 134873666 8832 2097 358 0 2 0 150994944 4489216 131074 0 164364288 2 8320 144 1408 8389632 0 536888320 0 16777216 16 194 is_linear=0 shrinkage=0.01 Tree=146 num_leaves=46 num_cat=13 split_feature=25 3 18 11 2 3 2 1 4 24 5 25 3 25 13 24 7 3 3 7 5 3 25 1 26 24 3 3 25 26 19 2 8 5 1 24 25 7 2 5 25 25 3 25 26 split_gain=353930 601792 287506 158051 150753 252986 316974 128965 92986.9 71442 224050 96633.1 70154.2 169540 147585 67647.2 67266.7 65906.6 77006.5 64766.5 64690.5 61492.7 56292.8 90657.2 113086 53676.8 51925 106628 48841 90940.3 46872 45659.9 43740.1 77597.2 35535.6 32142.5 30930.3 36495.8 30650.9 27467.8 25407.7 20547.7 12956.8 12475.5 6069.9 threshold=0 782.62500000000011 484.61250000000007 751.80750000000012 154.91865000000004 16.268205000000005 437.49875000000003 437.49875000000003 185.38000000000002 1 364.99000000000007 2 77.14060000000002 3 18.832000000000004 4 24.122500000000006 174.86250000000004 242.64500000000001 51.875000000000007 186.22625000000002 544.35000000000002 5 437.49875000000003 2022.5000000000002 6 223.35100000000003 127.48600000000002 7 2022.5000000000002 119.77250000000002 144.55500000000004 102.1075 120.129 543.20000000000016 8 9 12.987 292.55550000000005 6.4936000000000016 10 11 83.39400000000002 12 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 1 2 9 2 9 2 1 2 2 2 2 2 2 9 2 2 1 2 2 9 2 2 2 2 2 2 1 9 2 2 2 9 9 2 9 2 left_child=1 2 3 7 12 8 20 9 19 10 -1 -11 22 14 17 16 39 42 -19 28 26 41 23 25 -25 40 27 -7 29 -6 -27 34 36 35 -9 -34 37 -24 -30 -15 -2 -17 -14 -38 -23 right_child=4 -3 -4 -5 5 6 -8 31 -10 11 -12 -13 13 15 -16 21 -18 18 -20 -21 -22 44 32 24 -26 30 -28 -29 38 -31 -32 -33 33 -35 -36 -37 43 -39 -40 -41 -42 -43 -44 -45 -46 leaf_value=0.072115348460284251 -0.028683051223285582 1.5032559384970829 1.2575122537612915 0.92339165369669607 0.51865535568683707 0.06555911115624688 1.5464031196594237 -0.0064381916522979737 0.64455620841979977 0.28773754882812502 0.75266490118844176 0.010325148309810725 0.33264043325963227 0.064780014106205541 1.1341186916260493 -0.061427413875080016 0.6992292145024176 1.0279140553474426 0.27104336648452576 0.46402885959033041 0.8013392775399345 -0.24183163986206055 -0.0038081998309157129 0.79262423284126049 -0.071413277217320034 0.02386974367200919 -0.18217254744635689 0.94616856193542476 0.0076416853081946283 -0.085559253422719125 0.5084515736103058 0.84014775240421302 0.20146327517348631 0.68991181464422313 0.44957592999493634 -0.00079881539306259877 -0.0090706028636438254 0.044041726004483028 -0.1744530134776543 0.40291655967975487 0.0078915358661412575 0.038938519432999912 0.069891904253585671 -0.018152867084152188 -0.45807393639175981 leaf_weight=3796 3771 29 20 21 47 44 25 25 25 120 49 3760 23 140 21 322 23 20 41 31 21 25 42553 33 28 10196 27 20 255 53 20 20 106 21 54 253 35344 1656 145 29 3813 519 102 26546 27 leaf_count=3796 3771 29 20 21 47 44 25 25 25 120 49 3760 23 140 21 322 23 20 41 31 21 25 42553 33 28 10196 27 20 255 53 20 20 106 21 54 253 35344 1656 145 29 3813 519 102 26546 27 internal_value=0 0.0652856 0.0600665 0.0570137 -0.00369282 0.143393 0.528303 0.0546883 0.0485502 0.0500922 0.0805786 0.0196225 -0.00450446 0.0688035 0.323812 0.0170108 0.182357 0.249735 0.519198 0.0204896 0.301049 -0.0201652 -0.00526619 0.0111589 0.396017 0.00984627 0.185597 0.34075 -0.00700979 0.180383 0.0247941 0.413324 -0.00802166 0.0990732 0.305268 0.0645116 -0.00840599 -0.00201536 -0.056944 0.122803 -0.0103083 0.000243253 0.118238 -0.0129685 -0.354111 internal_weight=0 7894 7865 7845 126325 693 137 7824 556 7725 3845 3880 125632 1292 207 1085 192 186 61 531 112 893 124340 17861 61 17800 91 64 500 100 10216 99 106479 380 79 359 106099 44209 400 169 7584 841 125 61890 52 internal_count=134219 7894 7865 7845 126325 693 137 7824 556 7725 3845 3880 125632 1292 207 1085 192 186 61 531 112 893 124340 17861 61 17800 91 64 500 100 10216 99 106479 380 79 359 106099 44209 400 169 7584 841 125 61890 52 cat_boundaries=0 6 7 12 17 18 24 25 30 31 37 42 48 54 cat_threshold=2148827136 393219 4100 425525248 33686082 513 1889 0 262147 0 0 64 0 4096 536872000 0 16777216 258 37765248 605029392 33835409 2155905024 138975233 67117200 2945 4211200 1048576 1024 0 16384 2624 10487572 6720 146933248 135588 17850368 168035392 4194304 68157440 33571200 32768 6145 268959872 416 18433 0 16385 16 822677505 276898212 1612709898 2100800 604046596 16777216 is_linear=0 shrinkage=0.01 Tree=147 num_leaves=30 num_cat=6 split_feature=0 9 25 3 5 2 25 9 2 1 18 3 5 3 1 4 0 25 1 25 2 1 1 25 0 0 25 0 0 split_gain=357141 682143 237398 270410 442769 232972 217902 149346 124194 116392 111218 107260 177147 310179 98649.8 82117.8 73760.9 62895 50229.4 90008.4 47613.3 47391.9 69286.6 43122.2 36618.4 30100.8 14675.2 14304.4 1748.41 threshold=212.70000000000005 215.97850000000003 0 57.417500000000011 54.567500000000003 1048.2900000000002 1 783.98480000000006 103.80000000000001 543.20000000000016 334.44375000000008 62.354500000000009 154.54850000000002 191.65400000000002 789.60480000000007 18.893000000000004 232.94400000000005 2 17.552500000000006 3 5.7030000000000012 437.49875000000003 104.17500000000001 4 223.35100000000003 332.15050000000008 5 309.85375000000005 271.26290500000005 decision_type=2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 9 2 2 9 2 2 left_child=5 2 3 4 15 6 9 11 16 10 21 18 17 -14 -11 20 24 -13 23 -20 -2 22 -1 -8 -4 -5 28 -28 -18 right_child=1 -3 8 25 -6 -7 7 -9 -10 14 -12 12 13 -15 -16 -17 26 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 leaf_value=0.037208604960599842 0.37254186324373689 1.6674401270958685 0.090272308077130992 -0.079753277301788328 1.7161448206724945 0.83923958344893024 0.0094549938224465328 0.81930509957400233 0.62830502001444499 0.77708944869041452 0.64107899450486716 0.13177374160897576 0.15374398704008624 1.5823819128672281 0.0031741390909467426 0.97207983040809642 -0.27235520627763538 -0.0004418857083071879 0.073408831811263037 -0.019035671427233777 -0.023937037828806282 -0.36969403914042881 0.19280040208149601 -0.0091591409855466127 0.60392060196917985 -0.61578073414889245 0.053080743814769543 -0.10045007480042321 -0.17883369172548322 leaf_weight=8648 167 31 35 20 27 33 14123 22 30 40 31 598 55 21 28 20 27 891 2143 2059 37 28 296 104424 23 22 95 168 77 leaf_count=8648 167 31 35 20 27 33 14123 22 30 40 31 598 55 21 28 20 27 891 2143 2059 37 28 296 104424 23 22 95 168 77 internal_value=0 0.21386 0.153618 0.369518 0.5064 -0.00088103 -0.00108884 -0.00454219 0.00632716 0.0462001 0.0431379 -0.00468835 0.0775759 0.548499 0.458418 0.360582 -0.0374283 0.0535395 -0.00573719 0.02824 0.300631 0.0410719 0.0423579 -0.00694154 0.29396 -0.36053 -0.0898003 -0.0433441 -0.185296 internal_weight=0 779 748 293 251 133440 133407 124336 455 9071 9003 124314 1565 76 68 224 425 1489 122749 4202 204 8972 8944 118547 58 42 367 263 104 internal_count=134219 779 748 293 251 133440 133407 124336 455 9071 9003 124314 1565 76 68 224 425 1489 122749 4202 204 8972 8944 118547 58 42 367 263 104 cat_boundaries=0 5 11 17 23 29 35 cat_threshold=33280 4096 21504 0 33554432 2153021440 393219 4100 433913856 168460866 8832 8390144 1052672 536888384 0 16777216 16384 805324292 537920512 138429696 131104 16777472 33572864 33570944 68160848 33950673 2147516544 4225025 262161 541065216 0 0 4194304 1 33554432 is_linear=0 shrinkage=0.01 Tree=148 num_leaves=41 num_cat=3 split_feature=0 9 24 1 5 0 1 5 9 7 0 9 9 6 0 5 3 19 24 1 0 7 13 0 26 0 0 24 22 15 6 3 10 1 1 13 0 26 26 0 split_gain=350033 668569 274265 184409 316806 202401 259969 170659 116649 115018 104981 204238 207700 106686 137393 105030 79645.1 81247.6 85666.1 110083 70676.1 106456 58913.8 55424.5 47274.2 119519 81497 38826.8 49740.6 40378.2 31586.9 26931.6 64946.6 26766 23924.6 17736.6 10010.4 36655.6 9370.23 8445.61 threshold=212.70000000000005 215.97850000000003 0 102.46769250000001 79.77300000000001 5.0080000000000009 177.74775000000002 120.129 1023.8910000000002 39.318500000000007 25.333500000000004 139.92650000000006 245.22000000000006 162.20850000000004 58.577500000000008 254.90500000000003 364.63500000000005 28.862000000000005 1 650.90000000000009 431.47500000000008 9.5725000000000016 52.021000000000008 332.15050000000008 2022.5000000000002 643.62800000000016 542.34225000000004 2 72.015500000000017 305.0750000000001 6.4936000000000016 62.354500000000009 42.516835000000007 789.60480000000007 6.2950000000000008 147.53613000000004 271.26290500000005 2022.5000000000002 2022.5000000000002 431.47500000000008 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 7 8 16 6 -6 20 10 -8 27 13 -13 15 -15 -12 17 18 19 -5 21 30 23 36 26 -26 -22 31 29 -29 -2 35 -33 -20 39 -1 37 -4 -38 -25 right_child=1 -3 22 4 5 -7 9 -9 -10 -11 11 12 -14 14 -16 -17 -18 -19 33 -21 24 -23 -24 34 25 -27 -28 28 -30 -31 -32 32 -34 -35 -36 -37 38 -39 -40 -41 leaf_value=-0.010650749716145229 0.15352303441288404 1.650765813396823 0.24514427405336631 0.095670409389481265 1.6862368086532311 -0.0083763069558787998 0.14241985838753837 1.0377381923794746 0.70999274295309323 1.0930573692917824 0.031448621598903624 1.3294130258381367 -0.019603497187296551 1.1430437593460083 0.079949359893798824 0.69530720730622608 0.58540234845260097 0.64463155041570253 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0.71682 0.304093 -0.00370743 0.000946945 0.000783787 0.116686 -0.0102021 0.0539734 -0.0286695 -0.141831 -0.0109868 0.116366 0.0477674 0.209909 -0.0824427 internal_weight=0 779 748 133440 1452 119 82 393 131988 55 131965 3528 46 3482 51 3431 1333 1304 1281 570 361 248 355 334 113 49 64 128437 74827 74797 226 53610 646 711 178 52964 156 90 66 141 internal_count=134219 779 748 133440 1452 119 82 393 131988 55 131965 3528 46 3482 51 3431 1333 1304 1281 570 361 248 355 334 113 49 64 128437 74827 74797 226 53610 646 711 178 52964 156 90 66 141 cat_boundaries=0 1 2 3 cat_threshold=3906 188 2697 is_linear=0 shrinkage=0.01 Tree=149 num_leaves=37 num_cat=8 split_feature=0 3 25 24 0 2 25 26 11 9 11 18 3 12 11 2 24 24 5 25 0 5 2 25 25 0 26 0 26 26 0 0 0 0 0 0 split_gain=343151 843438 299117 445193 505657 227432 214450 192781 191649 145124 113601 105731 92946.6 221391 141040 126952 76067.4 68268.7 94634.3 90692.4 55672.9 49014.3 46481.6 106563 42634 34815.9 29453.6 23090.2 16482.9 9476.74 9326.44 25943.9 15663.5 7363.9 5149.3 2356.3 threshold=201.25000000000003 400.11250000000007 0 1 362.49400000000003 1048.2900000000002 2 2022.5000000000002 56.297500000000007 783.98480000000006 751.80750000000012 334.44375000000008 62.354500000000009 68.556262500000017 53.637000000000008 271.95250000000004 3 4 336.19875000000008 5 542.34225000000004 48.662000000000006 43.772500000000008 6 7 232.94400000000005 2022.5000000000002 223.35100000000003 2022.5000000000002 2022.5000000000002 393.82500000000005 542.34225000000004 309.85375000000005 309.85375000000005 255.07275000000001 393.82500000000005 decision_type=2 2 9 1 2 2 9 2 2 2 2 2 2 2 2 2 1 1 2 9 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 26 6 10 -6 20 12 11 17 22 15 -15 -14 27 19 -19 -1 21 -5 24 -24 -8 29 -2 -4 -22 -18 32 -32 -29 34 -27 -35 right_child=1 -3 16 8 7 -7 9 -9 -10 -11 -12 -13 13 14 -16 -17 25 18 -20 -21 28 -23 23 -25 -26 33 -28 30 -30 -31 31 -33 -34 35 -36 -37 leaf_value=0.16958701542866084 0.53713881694353549 2.0916765602775245 -0.098359424851157451 0.033915040601383555 1.0436124221801759 0.82917038830843837 0.0086264665071459964 2.2622711746780961 1.0359270286560058 0.80760821039026442 0.79897318172454834 0.61825134605169296 0.038931084821721522 0.24792334804534913 1.3595779005686441 0.73081719628086805 0.24336474239826203 0.061349818766105457 0.46081415255864466 -0.0054634282504827372 -0.11289565563201905 0.56831115341186522 0.16211626760744235 -0.0031764797246077035 -0.0087544789463097124 -0.153623156721999 0.06972650562013899 0.28452463987080945 -0.47418802261352538 -0.0019614059694351687 0.60218185466268792 0.12184160579334606 -0.045079454013279507 -0.22245371077610898 -0.0077228436227572165 -0.14801741641711413 leaf_weight=314 26 23 22 121 25 33 16308 27 20 22 20 32 1491 25 21 27 32 5121 60 3419 28 20 531 1405 104564 41 28 46 23 31 23 22 21 65 59 123 leaf_count=314 26 23 22 121 25 33 16308 27 20 22 20 32 1491 25 21 27 32 5121 60 3419 28 20 531 1405 104564 41 28 46 23 31 23 22 21 65 59 123 internal_value=0 0.203553 0.149472 0.38174 0.888703 -0.000900044 -0.00110545 1.67638 0.0996445 -0.00451126 0.0461004 0.0444687 -0.00465528 0.0719485 0.755418 0.0512374 -0.0104742 0.0424089 0.0658488 0.00967462 0.0073049 0.109716 -0.00563085 0.0429805 -0.00640946 -0.0877921 0.294777 0.184085 -0.275831 0.122649 0.256001 0.367349 0.181216 -0.136874 -0.067542 -0.173753 internal_weight=0 826 803 318 106 133393 133360 52 212 124394 8966 8946 124372 1564 46 1518 485 8914 5181 3733 192 141 122808 1936 120872 351 54 134 51 63 112 45 67 288 100 188 internal_count=134219 826 803 318 106 133393 133360 52 212 124394 8966 8946 124372 1564 46 1518 485 8914 5181 3733 192 141 122808 1936 120872 351 54 134 51 63 112 45 67 288 100 188 cat_boundaries=0 5 6 12 13 14 20 26 32 cat_threshold=33280 4096 21504 0 33554432 1794 2153021440 393219 4100 433913856 168428098 8832 2112 3720 0 262145 4 269484032 0 8704 512 1048832 134220864 0 1 33554432 33570944 605029456 33966993 2147516544 4241409 67371025 is_linear=0 shrinkage=0.01 Tree=150 num_leaves=19 num_cat=1 split_feature=0 3 2 4 9 1 5 6 7 19 8 17 24 18 10 2 2 10 split_gain=364987 631672 500300 357331 209350 137794 427475 352096 274767 159382 84140.2 87119.1 74779.7 73137.7 56126.4 49327.8 55809.8 24780.4 threshold=110.69500000000002 544.35000000000002 543.20000000000016 440.18000000000006 1023.8910000000002 46.726464000000014 364.99000000000007 400.11250000000007 441.87500000000006 102.03000000000002 335.81400000000008 132.27010000000004 0 484.61250000000007 638.18750000000011 1048.2900000000002 28.745500000000003 747.99000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=4 2 3 10 5 13 7 8 9 -7 11 12 -2 14 15 16 -1 -16 right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 17 -17 -18 -19 leaf_value=-0.0037990313235128021 0.16118054232112475 1.7636380913853646 1.6254773306846619 1.4015964657919748 0.99736266908191495 0.031850861659712605 1.4919789014543807 1.3489772837502616 1.1615313547307795 0.9066773187546503 -0.54058161417643225 0.70751754097316577 0.015781088576597328 0.44193029828973723 0.5989008823633194 -0.43839463820824259 0.039364360466725749 0.15529544283361996 leaf_weight=126887 687 24 22 21 21 2507 21 21 22 21 21 23 738 37 20 26 3068 34 leaf_count=126887 687 24 22 21 21 2507 21 21 22 21 21 23 738 37 20 26 3068 34 internal_value=0 0.154029 0.12848 0.106377 -0.00101005 -0.00116808 0.0710278 0.0594214 0.0488016 0.039118 0.087861 0.0969751 0.0871208 -0.00260676 -0.00273325 -0.00286716 -0.00278002 0.319594 internal_weight=0 1536 1512 1490 132685 132664 2592 2571 2550 2528 1469 1448 1425 130072 130035 129981 129955 54 internal_count=134221 1536 1512 1490 132685 132664 2592 2571 2550 2528 1469 1448 1425 130072 130035 129981 129955 54 cat_boundaries=0 1 cat_threshold=1370 is_linear=0 shrinkage=0.01 Tree=151 num_leaves=22 num_cat=1 split_feature=0 3 2 4 9 1 5 6 7 19 8 17 24 4 8 11 3 17 3 17 2 split_gain=357777 619092 490336 350214 205184 135052 418968 345090 269300 156211 82469 85381.9 73313 56478.1 84738.9 58684.9 52145.5 49577.2 46270.2 45716.4 41137.9 threshold=110.69500000000002 544.35000000000002 543.20000000000016 440.18000000000006 1023.8910000000002 46.726464000000014 364.99000000000007 400.11250000000007 441.87500000000006 102.03000000000002 335.81400000000008 132.27010000000004 0 71.921962500000021 212.87000000000003 106.40070000000003 1048.2900000000002 515.65075000000013 174.86250000000004 751.80750000000012 1048.2900000000002 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=4 2 3 10 5 13 7 8 9 -7 11 12 -2 16 15 18 17 20 -15 -19 -1 right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 19 -20 -21 -22 leaf_value=-0.0034079342641908051 0.15959186202869183 1.7460017308344444 1.6092225716330788 1.3875804901123048 0.98738908131917313 0.031532352999042931 1.477059129079183 1.3354875273931595 1.1499160437150435 0.89761054629371273 -0.53517579850696384 0.70044236639271618 0.015625387836586346 0.051149894157673292 0.62534106181218074 0.52944718799591062 0.47282927803371266 0.56832132273706903 -0.2748181062274509 -0.053148762702941894 -0.4174610527356466 leaf_weight=128532 687 24 22 21 21 2507 21 21 22 21 21 23 738 1348 26 25 23 29 45 20 24 leaf_count=128532 687 24 22 21 21 2507 21 21 22 21 21 23 738 1348 26 25 23 29 45 20 24 internal_value=0 0.152501 0.127207 0.105325 -0.000999945 -0.0011564 0.0703175 0.0588272 0.0483136 0.0387268 0.0869944 0.0960176 0.086262 -0.00258069 0.059611 0.049238 -0.00327887 -0.00336402 0.0406197 0.31466 -0.00348523 internal_weight=0 1536 1512 1490 132685 132664 2592 2571 2550 2528 1469 1448 1425 130072 1444 1418 128628 128605 1393 49 128556 internal_count=134221 1536 1512 1490 132685 132664 2592 2571 2550 2528 1469 1448 1425 130072 1444 1418 128628 128605 1393 49 128556 cat_boundaries=0 1 cat_threshold=1370 is_linear=0 shrinkage=0.01 Tree=152 num_leaves=62 num_cat=13 split_feature=25 3 2 10 6 5 3 0 24 26 0 25 0 25 5 5 0 12 3 25 24 0 3 13 24 25 11 5 18 6 2 10 2 0 26 24 24 26 25 2 3 3 0 0 11 6 0 0 0 25 12 12 4 25 0 0 2 12 26 0 26 split_gain=424884 344793 1.64979e+06 390325 178343 243251 102081 93066.8 360202 437707 561599 157387 224241 112161 95417.4 90401.1 88262.6 88838.4 255962 87331.3 88100.3 114577 77204.9 75297.2 66159.6 51107.7 43726 116982 40149.3 38001.5 37672 34572.8 54848.2 32887.2 32474.7 24814.6 19973.1 22275.9 19349.2 22428.5 18954.2 22508.8 18120.2 15020.9 14918.9 13913.6 13020.7 12454.3 9166.39 7514.8 6331.64 23069.9 6223.54 5201.46 4900.11 3912.91 3622.76 3455.46 3189.57 1958.26 171.363 threshold=0 293.27220000000005 174.86250000000004 43.901250000000005 442.27000000000004 54.567500000000003 650.90000000000009 24.245000000000005 1 2022.5000000000002 185.76000000000002 2 223.35100000000003 3 364.99000000000007 441.68000000000006 43.772500000000008 180.11025000000004 24.364000000000004 4 5 431.47500000000008 139.99850000000004 543.20000000000016 6 7 29.218500000000002 171.57300000000001 12.658800000000003 657.87500000000011 48.007500000000007 10.83797 232.66575000000003 479.65650000000011 2022.5000000000002 8 9 2022.5000000000002 10 27.234500000000004 336.88000000000005 482.64500000000004 185.76000000000002 643.62800000000016 22.035000000000004 26.477600000000002 201.25000000000003 192.58100000000002 255.07275000000001 11 407.74900000000008 340.00250000000005 5.8652750000000013 12 70.967000000000013 139.33500000000001 103.80000000000001 318.11250000000007 2022.5000000000002 542.34225000000004 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 1 2 2 9 2 9 2 2 2 2 2 9 1 2 2 2 1 9 2 2 2 2 2 2 2 2 2 1 1 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 left_child=1 4 3 6 7 29 40 13 9 42 -11 12 -10 60 24 -16 17 23 44 20 46 22 28 25 -15 26 35 -28 -22 -6 36 32 56 -13 -8 -2 48 47 39 -27 -3 -42 -9 -23 50 -39 52 -38 53 -40 51 -19 55 -21 -54 -18 -32 -46 -48 -50 -1 right_child=16 2 -4 -5 5 -7 34 8 11 10 -12 33 -14 14 15 -17 19 18 -20 30 21 43 -24 -25 -26 38 27 -29 -30 -31 31 -33 -34 -35 -36 -37 37 45 49 -41 41 -43 -44 -45 57 -47 58 -49 59 -51 -52 -53 54 -55 -56 -57 -58 -59 -60 -61 -62 leaf_value=0.31964015393030076 0.013785952609892363 0.37949892679850261 2.9940799597035284 1.4022328162193298 0.47826095408406749 1.4740230751037597 -0.17553313827514649 0.1596954136628371 0.040328632848043187 1.8256634599858144 -0.029407282257080079 -0.091354058242979513 0.57262042271756675 0.0030644179735209408 0.88978921175003056 0.16531033437760151 -0.018872807444288181 -0.016412020568009264 1.0693678162015718 -0.101678017109364 0.11123902610481479 0.49625388578935103 0.62863115482032306 0.53186984612391552 0.055298465092047444 -0.0062991239547918413 0.062358041200316121 0.77547787825266523 0.49108315545937109 -0.011244520187377928 0.17133651781082154 0.52802632165991736 -0.32531450395998746 -0.40530166283631935 -0.69051877617835999 -0.0058035822477979183 0.047602001415504205 -0.045568302189084621 -0.010525154138133477 0.038922176326084815 -0.080534188833765022 0.3054974941585375 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501 45 128 60 43 52 71 165 cat_boundaries=0 6 7 8 13 19 20 21 27 28 29 35 41 47 cat_threshold=2182381568 67502083 4100 164659200 168439809 8704 18 32768 0 0 4 0 139264 276824064 4128 675300608 2147483648 16777218 2048 161 899 4211200 3148048 290256 3489726468 4211202 151273552 125 2697 562050452 545329312 1117782017 664352 17825792 33558529 271122432 402653772 675282986 35657730 604046592 79695104 541066240 128 0 0 0 134217728 is_linear=0 shrinkage=0.01 Tree=153 num_leaves=45 num_cat=10 split_feature=25 3 0 7 3 6 9 0 9 0 0 4 25 0 12 3 25 24 0 6 4 24 24 25 11 3 3 3 12 3 3 6 24 7 25 15 0 0 11 25 4 12 12 0 split_gain=416437 337931 1.30663e+06 291620 209441 174794 101466 91213.8 689188 670864 114290 171797 109929 84551.3 92380 262618 85494.8 87953.5 100313 57802.6 55003.1 143998 63896.6 48612.6 48691.3 62052.9 46652.2 42964.9 38500.3 37022.6 112490 31616.3 25062.2 21288.5 46460.4 23158.2 15567.3 15403.6 14460 13569.4 11219.4 6343.3 3386.69 910.319 threshold=0 293.27220000000005 201.25000000000003 5.6142500000000011 544.35000000000002 442.27000000000004 673.83140000000014 24.245000000000005 9.2947500000000023 114.27500000000002 1083.9006000000002 165.74576250000004 1 65.08550000000001 180.11025000000004 24.364000000000004 2 3 431.47500000000008 657.87500000000011 93.065000000000012 4 5 6 29.218500000000002 8.0190000000000019 139.99850000000004 782.62500000000011 120.129 400.11250000000007 336.88000000000005 118.35000000000001 7 46.253600000000013 8 210.10500000000005 643.62800000000016 242.89125000000004 22.035000000000004 9 14.508750000000003 407.74900000000008 318.11250000000007 431.47500000000008 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 1 2 2 2 1 1 9 2 2 2 2 2 2 2 2 1 2 9 2 2 2 2 9 2 2 2 2 left_child=1 5 3 4 29 7 13 12 10 -10 11 -9 -1 14 23 38 17 37 26 -7 22 -22 -14 24 32 -26 -19 -6 31 30 -3 39 -2 35 -35 -25 -20 40 41 -18 -15 -16 -40 -39 right_child=6 2 -4 -5 27 19 -8 8 9 -11 -12 -13 20 16 15 -17 28 18 36 -21 21 -23 -24 33 25 -27 -28 -29 -30 -31 -32 -33 -34 34 -36 -37 -38 43 42 -41 -42 -43 -44 -45 leaf_value=0.28902010923113142 0.013621893195304919 0.053933099937438965 2.8970131721496579 1.2609630133888938 -0.1665302610397339 0.80917558848857885 0.62003537012980536 0.075574767040759758 2.3058205604978972 0.25421443333496918 0.75854344409445063 -0.67383858621120452 0.0010323317117796849 -0.047850106098119495 0.055986085009315741 1.0672745792865752 -0.066775927135679466 0.14942057687056112 0.48714501294222745 0.27909553627173106 0.4234844388961792 0.0082917415723204619 0.053114589745952248 -0.010020380148887531 0.049951812358753331 0.32532417021539745 0.59211302795410159 -0.70631806866876001 0.36286443578785865 0.093915598532732791 1.0124031169495236 -0.40037212753295898 -0.0060440524311198805 0.22337398948272072 0.0095778618498910811 0.19907163673976683 0.86779028801690972 -0.17556563138961792 0.1388113991238854 0.021769688001076381 0.19642930196679156 -0.090212997317314136 0.31635341349102203 -0.26878265164115211 leaf_weight=165 12980 25 20 22 30 36 26 694 28 37 23 32 4060 103 115 30 215 498 22 48 120 246 5623 93584 496 98 25 29 29 34 24 20 12924 110 688 53 21 20 22 740 23 40 21 22 leaf_count=165 12980 25 20 22 30 36 26 694 28 37 23 32 4060 103 115 30 215 498 22 48 120 246 5623 93584 496 98 25 29 29 34 24 20 12924 110 688 53 21 20 22 740 23 40 21 22 internal_value=0 0.0588201 0.483921 0.189641 0.023662 0.0518339 -0.00459974 0.0483725 0.150247 1.13798 0.0645294 0.0425428 0.0402536 -0.00473226 -0.00572567 0.195375 0.0645214 0.145591 0.20513 0.506273 0.0358457 0.156218 0.0313329 -0.00610482 0.00586361 0.0953836 0.170582 -0.43185 0.00376559 0.347459 0.523388 -0.00687668 0.0038131 -0.00946272 0.0419677 -0.00990203 0.673042 -0.055254 0.0632684 0.00136407 -0.00325942 0.0182573 0.225518 -0.224394 internal_weight=0 11296 184 164 142 11112 122925 11028 814 65 749 726 10214 122899 121161 228 1738 734 566 84 10049 366 9683 120933 26498 594 523 59 1004 83 49 975 25904 94435 798 93637 43 168 198 955 126 155 43 42 internal_count=134221 11296 184 164 142 11112 122925 11028 814 65 749 726 10214 122899 121161 228 1738 734 566 84 10049 366 9683 120933 26498 594 523 59 1004 83 49 975 25904 94435 798 93637 43 168 198 955 126 155 43 42 cat_boundaries=0 6 11 17 18 19 20 26 27 30 36 cat_threshold=2182381568 67502083 4100 164659200 168439809 8704 0 0 4 0 139264 276824064 4128 675300608 2147483648 16777216 134217728 161 773 899 4211200 3148048 290256 3489726468 4243970 151273488 125 0 4224 671088640 65540 1048832 2065 0 16384 16 is_linear=0 shrinkage=0.01 Tree=154 num_leaves=38 num_cat=7 split_feature=25 3 2 10 6 5 3 25 24 26 2 4 22 25 3 11 5 2 13 24 7 7 16 26 6 13 26 4 8 8 7 3 3 25 4 25 26 split_gain=408237 331195 1.60469e+06 379299 171310 238618 97273 87770.1 469456 134275 80678.2 85539.8 80083.7 74280.7 100440 69391.3 114886 107447 70168.2 64244.8 63883.2 45987.8 42519.5 36704.5 36435 33004.6 31530.8 27683.2 22737.7 66433.8 25376.1 18999.3 22812.6 15016.9 18042.3 7228.45 23.8278 threshold=0 293.27220000000005 174.86250000000004 43.901250000000005 442.27000000000004 54.567500000000003 650.90000000000009 1 2 2022.5000000000002 783.48000000000013 440.18000000000006 238.56750000000002 3 782.62500000000011 36.937500000000007 3.2160235000000004 10.742375000000003 543.20000000000016 4 657.87500000000011 57.990000000000002 96.557400000000015 2022.5000000000002 657.87500000000011 292.55550000000005 2022.5000000000002 544.35000000000002 102.1075 108.67800000000001 89.384000000000015 336.88000000000005 482.64500000000004 5 61.518750000000004 6 2022.5000000000002 decision_type=9 2 2 2 2 2 2 9 1 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 left_child=1 4 3 6 7 24 31 8 9 -1 11 20 13 14 15 18 22 -18 21 23 -9 -2 -17 -10 -6 28 -8 -13 33 -30 -31 -3 -33 34 -15 -35 -21 right_child=12 2 -4 -5 5 -7 26 10 19 -11 -12 27 -14 25 -16 16 17 -19 -20 36 -22 -23 -24 -25 -26 -27 -28 -29 29 30 -32 32 -34 35 -36 -37 -38 leaf_value=0.47040748207657423 0.003236911702039161 0.37297411878903708 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22436 95 internal_value=0 0.0582388 0.479082 0.126112 0.0513226 0.50121 -0.061873 0.0478958 0.19249 0.742279 0.0422894 0.0408638 -0.00455359 -0.00465946 0.00764183 0.00722006 0.103832 0.330556 0.00517096 -0.0189 0.0384343 0.00482572 0.034227 0.173737 0.203264 -0.00957164 -0.421088 0.372954 -0.00968791 0.0844185 0.0302562 0.131551 0.0450705 -0.00996311 -0.00582183 -0.0141098 -0.1253 internal_weight=0 11296 184 161 11112 84 140 11028 396 103 10632 10602 122925 122904 35074 35052 728 171 34324 293 10525 34304 557 102 64 87830 49 77 87799 256 230 91 67 87543 43824 43719 191 internal_count=134221 11296 184 161 11112 84 140 11028 396 103 10632 10602 122925 122904 35074 35052 728 171 34324 293 10525 34304 557 102 64 87830 49 77 87799 256 230 91 67 87543 43824 43719 191 cat_boundaries=0 6 11 12 18 19 25 31 cat_threshold=2182381568 67502083 4100 164659200 168439809 8704 0 2 4 0 33693696 1030 4211200 1054992 33844688 2416050176 16826882 151273489 672 564135300 539034144 685768705 1074275108 5242880 33560640 269037584 411041996 1073741866 35653634 604046592 80741632 is_linear=0 shrinkage=0.01 Tree=155 num_leaves=20 num_cat=3 split_feature=3 26 25 2 10 25 6 0 6 22 26 3 5 2 12 25 9 9 0 split_gain=510521 393849 275828 283212 224881 142938 137284 129451 124120 115533 100028 88322.6 85891.2 76205.2 152986 98996.7 72412.2 58485.5 55980.9 threshold=782.62500000000011 2022.5000000000002 0 1048.2900000000002 747.99000000000012 1 442.27000000000004 783.48000000000013 657.87500000000011 238.56750000000002 2022.5000000000002 1048.2900000000002 650.90000000000009 63.564000000000007 93.857500000000016 2 783.98480000000006 16.270455000000002 431.47500000000008 decision_type=2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=2 -2 3 4 5 10 7 -7 -8 12 -1 -3 13 16 15 -15 18 -16 -4 right_child=1 11 9 -5 -6 6 8 -9 -10 -11 -12 -13 -14 14 17 -17 -18 -19 -20 leaf_value=0.13808918101446968 -0.16052695971268877 0.86009882402420046 -0.006052729435686072 1.1092668167114257 0.99121461162567148 0.033475663730482261 0.89892316680295126 0.59637507415399316 0.092602119899931418 0.73710446312313993 0.75345720615386969 1.7301853030068535 0.42272294014058209 0.29668452081580954 0.30960681621844954 0.020524014063994823 0.58142122087024506 1.0191464644386654 0.21565068345320854 leaf_weight=56 26 20 120769 25 25 11549 35 41 42 21 50 28 47 134 26 1369 21 21 114 leaf_count=56 26 20 120769 25 25 11549 35 41 42 21 50 28 47 134 26 1369 21 21 114 internal_value=0 0.830722 -0.000104452 0.0460011 0.0437871 0.0417752 0.0382301 0.0354669 0.459112 -0.00455688 0.39143 1.36765 -0.00468439 -0.00484844 0.0648239 0.0472556 -0.00574165 0.626635 -0.00584365 internal_weight=0 74 134345 11823 11798 11773 11667 11590 77 122522 106 48 122501 122454 1550 1503 120904 47 120883 internal_count=134419 74 134345 11823 11798 11773 11667 11590 77 122522 106 48 122501 122454 1550 1503 120904 47 120883 cat_boundaries=0 6 11 15 cat_threshold=33849344 67239938 4372 151093376 667713 8865 0 2 0 0 139264 0 1048864 134217792 4194304 is_linear=0 shrinkage=0.01 Tree=156 num_leaves=11 num_cat=0 split_feature=3 26 22 9 2 18 4 11 3 1 split_gain=500361 386011 201349 189259 166101 124510 104028 172478 86565 66409.7 threshold=782.62500000000011 2022.5000000000002 288.94250000000005 1023.8910000000002 1048.2900000000002 650.90000000000009 71.921962500000021 481.77300000000008 1048.2900000000002 789.60480000000007 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 9 -8 -3 -1 right_child=1 8 -4 -5 -6 -7 7 -9 -10 -11 leaf_value=-0.0016155503595890455 -0.15892169658954328 0.85149781799316404 0.95649115389043626 0.85283972226656402 0.64387949943542477 0.66615462422370908 0.064721206276252677 0.9986379232406617 1.7128835283006942 -0.3142038885284873 leaf_weight=132383 26 20 22 26 40 28 1758 20 28 68 leaf_count=132383 26 20 22 26 40 28 1758 20 28 68 internal_value=0 0.822415 -0.000103171 -0.000259846 -0.000425007 -0.000616968 -0.000756056 0.0752265 1.35397 -0.00177603 internal_weight=0 74 134345 134323 134297 134257 134229 1778 48 132451 internal_count=134419 74 134345 134323 134297 134257 134229 1778 48 132451 is_linear=0 shrinkage=0.01 Tree=157 num_leaves=34 num_cat=5 split_feature=25 5 4 5 18 2 4 25 26 0 9 0 25 9 5 0 25 5 8 2 5 24 8 8 12 26 5 26 26 7 4 9 0 split_gain=322267 317214 243893 208845 196808 185002 163212 103509 115890 113838 435216 82472.8 105457 81210.6 65843.4 62203.3 59427.2 57280.3 151184 51895.2 46677.2 43208.9 37376.2 54421.9 36014.1 35121.7 34072.8 28987.8 26401.1 20039 9296.06 4511.85 1767.72 threshold=0 364.99000000000007 52.021000000000008 441.68000000000006 369.25000000000006 1048.2900000000002 440.18000000000006 1 2022.5000000000002 8.0855000000000015 145.10250000000005 192.58100000000002 2 482.64500000000004 210.73000000000002 290.96350000000007 3 160.61250000000001 66.538050000000013 783.48000000000013 650.90000000000009 4 293.68850000000003 484.61250000000007 14.906000000000002 2022.5000000000002 1.4622500000000003 2022.5000000000002 2022.5000000000002 55.104960000000013 650.90000000000009 783.98480000000006 309.85375000000005 decision_type=9 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 6 11 7 8 -1 19 -11 13 15 16 21 27 17 24 -19 -9 -5 32 29 -24 -2 -8 -23 -13 -17 -18 -27 -15 -14 right_child=5 2 -4 20 -6 -7 25 9 -10 10 -12 12 14 31 -16 28 22 18 -20 -21 -22 26 23 -25 -26 30 -28 -29 -30 -31 -32 -33 -34 leaf_value=0.060956114903092384 0.0046229288252093255 1.2268163824081422 1.4665325759887697 0.34432034739132583 1.020656856355213 0.93490257535661969 0.24301880229603159 0.027849777887762644 0.68095031202885137 0.11650617501135883 1.5750456619262696 0.41126333117485048 -0.11068038578033447 0.26369828686569674 0.59279135386149084 0.40766372746434704 -0.008884629886415028 0.061758114973351631 0.7778316901711857 0.53795633602142334 -0.2055904163013805 0.1123601825097028 0.40406399121651282 -0.10598383494785854 0.068198389731134984 0.51245640776374124 -0.2655805861032926 -0.10928720660831617 0.8212358798402728 0.044739881894017897 0.7893764517042372 0.42906006263964103 -0.1905965045767446 leaf_weight=64 28299 20 25 29 21 21 33 7085 57 793 21 20 50 33 21 29 95265 222 34 20 33 289 52 35 920 22 26 23 33 702 27 33 62 leaf_count=64 28299 20 25 29 21 21 33 7085 57 793 21 20 50 33 21 29 95265 222 34 20 33 289 52 35 920 22 26 23 33 702 27 33 62 internal_value=0 0.0608592 0.601873 0.338258 0.0538249 -0.00361525 0.0513251 0.0467979 0.326071 0.0420659 0.154134 -0.00377177 0.118082 -0.0043083 0.0451192 0.388128 -0.00449268 0.00792686 0.156862 0.0292857 0.0516259 0.0192412 -0.00830368 0.198872 0.00662469 0.495205 0.0786677 0.132829 0.627791 -0.00849237 0.665045 0.346379 -0.142221 internal_weight=0 8250 107 82 8143 126169 8122 8040 121 7919 814 126148 553 125595 448 105 125529 29475 256 7105 62 427 96054 87 29219 82 315 43 62 95967 49 66 112 internal_count=134419 8250 107 82 8143 126169 8122 8040 121 7919 814 126148 553 125595 448 105 125529 29475 256 7105 62 427 96054 87 29219 82 315 43 62 95967 49 66 112 cat_boundaries=0 6 11 17 23 24 cat_threshold=294912 67239938 4096 151093376 667713 8353 0 2 0 65536 8192 8388608 4352 1024 0 33554432 134217728 2182103680 538969344 1073892692 810811392 16810496 201589264 139 is_linear=0 shrinkage=0.01 Tree=158 num_leaves=22 num_cat=4 split_feature=3 26 25 2 10 18 25 0 22 26 3 0 2 12 25 5 9 2 25 0 26 split_gain=488825 377924 264595 321134 237799 216347 138583 122014 110446 96360.5 84660.9 78237.7 74554.3 128732 122236 86541.9 74971.5 45307 42369.8 4539.59 12000.1 threshold=782.62500000000011 2022.5000000000002 0 1048.2900000000002 747.99000000000012 369.25000000000006 1 7.1319000000000008 238.56750000000002 2022.5000000000002 1048.2900000000002 431.47500000000008 63.564000000000007 93.857500000000016 2 9.0734200000000023 783.98480000000006 13.914999999999997 3 479.65650000000011 2022.5000000000002 decision_type=2 2 9 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 9 2 2 left_child=2 -2 3 4 5 6 9 -8 11 -1 -3 12 16 14 -14 -15 18 19 -4 -13 -21 right_child=1 10 8 -5 -6 -7 7 -9 -10 -11 -12 17 13 15 -16 -17 -18 -19 -20 20 -22 leaf_value=0.13621721914836341 -0.15812578604771541 0.84191738414764405 0.0081584651724879425 1.2279423672219982 1.0607671204857205 0.99123556017875669 0.025882474303476739 0.14204043447039089 0.72091422285352436 0.74019859046936032 1.6937768990652902 0.44954500720614476 0.32541143195496669 0.20442482544825627 0.018995870245019076 1.0793893522024154 0.56536538248476775 -0.16129148676991464 -0.0081426561580664695 0.17194104090980861 0.3991396181634132 leaf_weight=56 26 20 18858 23 23 24 9539 999 21 50 28 21 134 26 1402 20 23 24 103009 46 47 leaf_count=56 26 20 18858 23 23 24 9539 999 21 50 28 21 134 26 1402 20 23 24 103009 46 47 internal_value=0 0.812876 -0.000104878 0.0475438 0.0450488 0.0428589 0.0407205 0.0368592 -0.00423767 0.384811 1.33884 -0.0043612 -0.00462718 0.0635804 0.0479697 0.584844 -0.00551244 0.233611 -0.00562018 0.316748 0.286762 internal_weight=0 74 134345 10714 10691 10668 10644 10538 123631 106 48 123610 123472 1582 1536 46 121890 138 121867 114 93 internal_count=134419 74 134345 10714 10691 10668 10644 10538 123631 106 48 123610 123472 1582 1536 46 121890 138 121867 114 93 cat_boundaries=0 6 11 15 21 cat_threshold=33849344 67239938 4116 151093376 667713 8865 0 2 0 0 139264 0 1048864 134217792 4194304 2689613952 538969088 1115835136 2954100740 4227586 201605136 is_linear=0 shrinkage=0.01 Tree=159 num_leaves=18 num_cat=3 split_feature=3 25 2 2 10 18 25 0 22 5 2 12 13 25 3 9 0 split_gain=479097 259372 265672 222035 214532 179881 137057 123479 108317 83181.8 72490.8 146706 120886 95228.4 71227.7 67561.5 52511.9 threshold=782.62500000000011 0 1048.2900000000002 60.492500000000007 747.99000000000012 369.25000000000006 1 1083.9006000000002 238.56750000000002 650.90000000000009 63.564000000000007 93.857500000000016 55.992000000000012 2 1048.2900000000002 783.98480000000006 542.34225000000004 decision_type=2 9 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 left_child=1 2 4 14 5 6 -1 -8 9 10 15 13 -13 -12 -2 16 -3 right_child=3 8 -4 -5 -6 -7 7 -9 -10 -11 11 12 -14 -15 -16 -17 -18 leaf_value=0.38096302805275756 0.10820324933087384 -0.0058388686797759852 1.0744195331573487 1.7048174543380736 0.96783084297180189 0.85578725638212993 0.033826033432543173 0.82024806308746334 0.71370507342474798 0.41606765503579002 0.29067565825250413 1.0891594688415527 0.072779445648193358 0.019829975158385419 0.83457286552146626 0.56157852263677688 0.26062968550501642 leaf_weight=106 27 120809 25 20 25 27 11620 20 21 47 134 25 22 1369 27 21 74 leaf_count=106 27 120809 25 20 25 27 11620 20 21 47 134 25 22 1369 27 21 74 internal_value=0 -0.000103573 0.0446056 0.804747 0.0424612 0.0404962 0.0386221 0.0351471 -0.00442115 -0.00454462 -0.00470605 0.0632471 0.613407 0.0460431 0.471388 -0.00557722 -0.00567575 internal_weight=0 134345 11823 74 11798 11773 11746 11640 122522 122501 122454 1550 47 1503 54 120904 120883 internal_count=134419 134345 11823 74 11798 11773 11746 11640 122522 122501 122454 1550 47 1503 54 120904 120883 cat_boundaries=0 6 11 15 cat_threshold=33849344 67239938 4372 151093376 667713 8865 0 2 0 0 139264 0 1048864 134217792 4194304 is_linear=0 shrinkage=0.01 Tree=160 num_leaves=33 num_cat=4 split_feature=3 26 25 1 3 0 9 9 0 3 25 9 0 1 5 18 3 26 1 4 25 5 7 9 25 11 3 26 10 1 5 26 split_gain=373733 302062 286050 276054 264349 173574 212159 881965 220652 200107 110529 107589 92779.2 76162.3 389035 62017.4 58624.6 57136.9 53248.7 52823.4 114176 140556 47819.2 35829.7 47834.8 34448.3 28116.8 58140.8 23533.7 18134.8 15177.8 9027.64 threshold=782.62500000000011 2022.5000000000002 0 437.49875000000003 9.3117500000000017 25.333500000000004 9.2947500000000023 25.425000000000001 161.24750000000003 293.27220000000005 1 673.83140000000014 1083.9006000000002 84.373000000000005 79.77300000000001 279.86700000000002 1048.2900000000002 2022.5000000000002 650.90000000000009 73.786500000000018 2 131.24220000000003 657.87500000000011 19.649875000000005 3 215.74175000000005 62.354500000000009 2022.5000000000002 73.760146500000005 789.60480000000007 137.58000000000001 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 left_child=2 -2 3 5 17 10 9 -8 -9 12 31 19 -7 15 -15 -12 -3 18 -5 22 21 28 23 25 -25 -4 30 -28 -21 -19 -22 -1 right_child=1 16 11 4 -6 6 7 8 -10 -11 13 -13 -14 14 -16 -17 -18 29 -20 20 26 -23 -24 24 -26 -27 27 -29 -30 -31 -32 -33 leaf_value=0.31627467936939663 -0.17282344304598293 0.75366045225234257 -0.0074997041803882307 0.17315294011433921 1.3059880250295004 0.071960993034963214 2.4620567975044252 0.49710759952448413 -0.47768458393641877 1.0485177829048851 0.016874891528194286 0.67820544864820398 0.67622456183800328 0.056703902229960169 1.0412329118089243 0.42677931450508738 1.4474314788292193 0.17424076850073678 0.7689643312295279 0.12303067636938814 -0.024154388935723789 0.80259615719318389 0.4223707874004658 0.095947754931064569 -0.0016226445584007624 0.15116708405696563 0.57234421064456309 -0.070505234493928801 0.46887498469579791 -0.18722891911216405 -0.26676186420299386 0.19000045351621483 leaf_weight=108 26 21 113185 30 30 1119 20 69 35 22 15241 23 26 457 44 37 29 35 30 312 574 36 26 777 1398 137 24 34 21 23 27 119 leaf_count=108 26 21 113185 30 30 1119 20 69 35 22 15241 23 26 457 44 37 29 35 30 312 574 36 26 777 1398 137 24 34 21 23 27 119 internal_value=0 0.701434 -1.66547e-05 0.0377375 0.467806 0.0340795 0.145621 0.538892 0.169053 0.103833 0.0250829 -0.00566922 0.0856823 0.0218322 0.14317 0.0178676 1.15605 0.254709 0.471059 -0.00580466 0.0655616 0.203497 -0.00643972 -0.00653626 0.0336672 -0.00730788 -0.0145413 0.195501 0.144841 0.0308993 -0.0350536 0.239526 internal_weight=0 76 134019 17445 148 17297 1291 124 104 1167 16006 116574 1145 15779 501 15278 50 118 60 116551 1028 369 115523 115497 2175 113322 659 58 333 58 601 227 internal_count=134095 76 134019 17445 148 17297 1291 124 104 1167 16006 116574 1145 15779 501 15278 50 118 60 116551 1028 369 115523 115497 2175 113322 659 58 333 58 601 227 cat_boundaries=0 6 11 17 22 cat_threshold=2182135808 393217 28948 429195264 167813633 8833 0 262144 4 65536 8192 536872448 1048608 1024 0 16777216 134217728 12583424 544 538969152 2147483648 16777216 is_linear=0 shrinkage=0.01 Tree=161 num_leaves=41 num_cat=8 split_feature=25 2 5 9 1 0 9 9 20 0 17 25 24 1 4 8 2 25 2 18 25 1 2 1 13 2 22 25 7 5 25 4 2 2 10 2 25 2 2 2 split_gain=323325 438022 339173 686502 731734 166358 222904 834931 138641 135850 111449 91096.9 290909 102174 88559.6 80147.4 68073.5 132907 82971.6 74243.9 73265.7 74247.3 105696 74389 71615.5 52647.8 41954.4 41673.2 52109.1 37557.9 37258.4 30601.3 25387.3 52718.1 25233.8 33335.9 7322.05 2835.58 487.713 122.827 threshold=0 1048.2900000000002 171.57300000000001 177.87500000000003 166.69750000000002 25.333500000000004 9.2947500000000023 26.754000000000001 268.67000000000002 1083.9006000000002 12.664250000000001 1 2 543.20000000000016 273.10998000000006 53.50350000000001 32.273100000000007 3 271.95250000000004 484.61250000000007 4 67.122500000000016 160.61250000000001 202.45500000000004 638.18750000000011 68.007574500000018 255.07275000000001 5 482.16800000000006 544.35000000000002 6 40.251250000000006 292.55550000000005 242.64500000000001 45.556000000000004 437.49875000000003 7 480.00160000000005 543.20000000000016 94.530000000000015 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 9 2 2 9 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 9 2 2 2 left_child=1 2 5 4 10 8 9 -8 11 14 29 12 -1 -13 -7 -9 19 18 25 24 21 32 31 -24 26 -18 27 28 -2 -4 -29 -23 33 -19 35 36 -22 -34 -37 -27 right_child=16 -3 3 -5 -6 6 7 15 -10 -11 -12 13 -14 -15 -16 -17 17 20 -20 -21 34 22 23 -25 -26 39 -28 30 -30 -31 -32 -33 37 -35 -36 38 -38 -39 -40 -41 leaf_value=0.56013552964218261 0.0082831161197355792 1.3176107632672345 0.071773745167468275 1.9112182206373947 1.6141613993925208 0.10218299684174281 2.4277083451747892 -0.0053954277287668259 0.85676511287689205 0.88276013721119273 0.78706480503082277 0.018180721717978736 -0.13313137572581374 0.50090533234856349 -0.55420289448329374 0.69025490240617227 0.58860094223703652 0.05728323130803592 0.86791016348477079 0.55002169469992324 -0.071119808665377357 -0.055694080334083705 1.0594200962066651 0.27139331237129544 0.59211716318130492 0.06620340538024902 0.45164033663272862 -0.18943560817785432 0.48462661411451258 -0.21986627925526012 -0.0085136443193995406 0.40583517432212829 -0.082119207033296907 0.4893289587415498 0.27092064610234018 -0.23586570978164673 -0.0084442945113231693 -0.21724266395568848 -0.29248613476753238 0.034210336685180663 leaf_weight=113 15247 27 224 26 34 970 20 67 20 22 20 12629 117 44 21 22 28 1081 29 24 243 51 25 23 20 20 20 104 23 55 101749 20 41 29 27 29 744 25 32 30 leaf_count=113 15247 27 224 26 34 970 20 67 20 22 20 12629 117 44 21 22 28 1081 29 24 243 51 25 23 20 20 20 104 23 55 101749 20 41 29 27 29 744 25 32 30 internal_value=0 0.0450745 0.0427205 0.346237 0.224046 0.0349624 0.151763 0.581452 0.0248215 0.105528 0.0659731 0.023532 0.216621 0.0198411 0.0882737 0.166563 -0.00501651 0.0468612 0.376073 -0.00611348 0.0302834 0.0807047 0.31936 0.681824 -0.0062274 0.241426 -0.00632956 -0.00640776 0.0089947 0.014282 -0.00871696 0.0743142 0.0572413 0.0685709 -0.0306407 -0.0387023 -0.0246812 -0.133302 -0.265568 0.0470076 internal_weight=0 14431 14404 359 333 14045 1122 109 12923 1013 299 12903 230 12673 991 89 119664 2477 107 117187 2370 1295 119 48 117163 78 117143 117123 15270 279 101853 71 1176 1110 1075 1048 987 66 61 50 internal_count=134095 14431 14404 359 333 14045 1122 109 12923 1013 299 12903 230 12673 991 89 119664 2477 107 117187 2370 1295 119 48 117163 78 117143 117123 15270 279 101853 71 1176 1110 1075 1048 987 66 61 50 cat_boundaries=0 6 11 12 16 22 28 34 40 cat_threshold=2181070848 393217 24580 420806656 134259201 641 0 262144 4 65536 8192 1702 0 1048832 64 4194304 285238784 6688 134220800 0 16859136 167772160 5521408 69207056 1111887632 3766517760 37769216 134504464 0 2 0 0 131136 32 4718592 1024 4198672 2147483648 0 16400 is_linear=0 shrinkage=0.01 Tree=162 num_leaves=29 num_cat=5 split_feature=3 25 2 1 0 24 6 4 25 24 9 6 2 25 2 9 0 17 0 2 7 11 13 0 9 9 2 3 split_gain=364577 274749 296042 177132 123010 185166 508041 191601 121445 276821 105207 100876 93224.2 94899.8 118171 163875 90623.7 88216.9 84298.9 57558.8 46801.9 37484.4 37704.4 33996.1 22580.9 33553.6 27182.2 21309.3 threshold=782.62500000000011 0 1048.2900000000002 437.49875000000003 25.333500000000004 1 44.161500000000011 232.66575000000003 2 3 673.83140000000014 110.64500000000001 63.564000000000007 4 271.95250000000004 65.156190000000024 144.79006000000001 33.261025000000011 34.665000000000006 8.0855000000000015 657.87500000000011 215.74175000000005 10.986000000000002 38.080000000000005 2.6511500000000003 39.162500000000001 437.49875000000003 1048.2900000000002 decision_type=2 9 2 2 2 1 2 2 9 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 8 6 -6 -7 9 -1 12 16 20 14 15 -14 19 -10 -16 -5 21 23 -23 -3 26 -26 -15 -2 right_child=27 10 -4 11 5 7 -8 -9 17 -11 -12 -13 13 24 18 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 leaf_value=0.59350566278986572 0.51628081348207266 -0.0077054354679582885 1.0295038010279338 0.27001343180493609 0.24155214155991064 0.044398348601119027 1.8437902814691718 0.77682011604309087 0.018319125259265091 -0.096957565507581167 0.67069999943608827 1.043577542424202 0.064758734494596348 0.0088428810116566413 0.73587742765071029 0.83099437936147058 0.86034843599254429 0.20064180831555967 0.06126805835300022 -0.32830738878250126 0.41758527498978837 0.08745710466359112 0.55005611002445221 0.032326425624930342 0.41401538682868705 -0.064657678162610088 -0.22873328103468968 0.85163967227935788 leaf_weight=109 36 112893 30 82 197 1030 22 37 15514 114 23 20 401 652 59 30 22 270 27 20 26 148 20 2162 32 27 52 40 leaf_count=109 36 112893 30 82 197 1030 22 37 15514 114 23 20 401 652 59 30 22 270 27 20 26 148 20 2162 32 27 52 40 internal_value=0 -1.91535e-05 0.036955 0.0352685 0.0323601 0.126456 0.384931 0.0691482 0.0248004 0.251521 -0.00556295 0.384543 -0.00569691 0.0791744 0.182105 0.118093 0.278247 0.0214244 0.524081 0.152696 -0.00663952 -0.00673525 0.142528 -0.0069532 0.00695235 0.194962 -0.00870536 0.692785 internal_weight=0 134019 17467 17437 17293 1286 219 1067 16007 223 116552 144 116529 1280 517 431 124 15784 86 102 115249 115223 168 115055 763 59 704 76 internal_count=134095 134019 17467 17437 17293 1286 219 1067 16007 223 116552 144 116529 1280 517 431 124 15784 86 102 115249 115223 168 115055 763 59 704 76 cat_boundaries=0 6 7 12 13 19 cat_threshold=2182135808 393233 28948 429195264 167813633 641 66 0 262144 4 65536 8192 1702 268436992 1052960 134220864 4194304 0 134217728 is_linear=0 shrinkage=0.01 Tree=163 num_leaves=18 num_cat=2 split_feature=3 26 1 24 3 18 22 0 7 9 24 1 3 26 1 1 26 split_gain=357321 295176 250661 468074 340409 185781 170481 159064 210990 186410 120555 92733.1 56776 44097.3 36828.8 26544.3 19.454 threshold=782.62500000000011 2022.5000000000002 437.49875000000003 0 9.3117500000000017 747.99000000000012 288.94250000000005 25.333500000000004 482.16800000000006 1023.8910000000002 1 40.324500000000008 1048.2900000000002 2022.5000000000002 789.60480000000007 650.90000000000009 2022.5000000000002 decision_type=2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=2 -2 5 4 13 6 7 9 10 11 -9 -1 -3 -4 15 16 -5 right_child=1 12 3 14 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.0042312674183941339 -0.17837827975933368 0.7392679396129791 0.72240451351702217 -0.1303655169560359 1.8464667228460312 0.96313576817512514 0.86013592419417007 0.17774607007942655 1.0823235650062561 0.89726688219153361 0.031221864327428312 0.05920555071874304 1.4220132512059707 0.27377926802023866 -0.38220687970882511 0.29191034544081917 -0.11863614882192304 leaf_weight=126863 26 21 50 26 25 20 23 651 20 23 3839 2347 29 39 41 21 31 leaf_count=126863 26 21 50 26 25 20 23 651 20 23 3839 2347 29 39 41 21 31 internal_value=0 0.685858 -1.85914e-05 0.32769 0.749672 -0.000589324 -0.000733415 -0.00088146 0.0574966 -0.00291875 0.0529316 -0.00307899 1.13526 0.525816 -0.128741 -0.0120142 -0.123986 internal_weight=0 76 134019 233 114 133786 133766 133743 4510 129233 4490 129210 50 89 119 78 57 internal_count=134095 76 134019 233 114 133786 133766 133743 4510 129233 4490 129210 50 89 119 78 57 cat_boundaries=0 1 2 cat_threshold=3117 18 is_linear=0 shrinkage=0.01 Tree=164 num_leaves=27 num_cat=5 split_feature=3 25 2 1 0 24 9 4 25 24 9 2 25 2 0 0 17 11 0 7 22 11 1 1 2 3 split_gain=350210 268115 289810 166761 117321 183728 337179 188369 119083 271836 102264 91868.7 108316 89577 92056.8 88232.2 85074.6 83220.6 48582.6 45498.1 42953.5 38825.3 34921 64116.7 33181.5 20106.3 threshold=782.62500000000011 0 1048.2900000000002 437.49875000000003 25.333500000000004 1 9.2947500000000023 232.66575000000003 2 3 673.83140000000014 91.035000000000011 4 271.95250000000004 11.040900000000002 126.55500000000002 33.261025000000011 20.426500000000004 150.01600000000005 657.87500000000011 238.56750000000002 215.74175000000005 1066.3056000000001 650.90000000000009 437.49875000000003 1048.2900000000002 decision_type=2 9 2 2 2 1 2 2 9 1 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 8 6 -6 -7 9 -1 11 19 13 17 -15 22 -10 -13 24 20 21 -3 23 -5 -14 -2 right_child=25 10 -4 15 5 7 -8 -9 16 -11 -12 12 18 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.58802683822247159 0.50754886600706317 -0.0067897173860579077 1.0185780906677246 0.38798832513667919 0.26780056726871709 0.042492703013519539 1.5734275176308372 0.76870007785590921 0.018226451124346607 -0.096177994358924143 0.66124552021855887 0.086731508753516456 0.033540370155065662 0.90577345750270755 0.07131129837036132 0.84561934403834804 0.19694986512300272 0.70876180744171136 0.49896494138808478 0.4118796922610356 0.44573168345860076 0.14671643840905391 0.6233780889511108 -0.14024117690324783 -0.21778924781700659 0.83330419445037851 leaf_weight=109 36 115465 30 54 196 1031 22 37 15490 114 23 154 557 39 20 31 271 25 21 26 21 165 20 40 58 40 leaf_count=109 36 115465 30 54 196 1031 22 37 15490 114 23 154 557 39 20 31 271 25 21 26 21 165 20 40 58 40 internal_value=0 -1.82494e-05 0.0365332 0.0348625 0.032027 0.123916 0.382036 0.067024 0.024634 0.249138 -0.00549075 -0.00562279 0.0965167 0.273496 0.622905 0.372576 0.021286 0.173607 0.0255859 -0.00639451 -0.00648854 -0.00657067 0.243941 0.16321 0.00983774 0.678999 internal_weight=0 134019 17445 17415 17270 1286 218 1068 15984 223 116574 116551 874 238 59 145 15761 179 636 115677 115651 115630 114 94 615 76 internal_count=134095 134019 17445 17415 17270 1286 218 1068 15984 223 116574 116551 874 238 59 145 15761 179 636 115677 115651 115630 114 94 615 76 cat_boundaries=0 6 7 12 13 16 cat_threshold=2182135808 393217 28948 429195264 167813633 8833 66 0 262144 4 65536 8192 1702 1536 1048832 3136 is_linear=0 shrinkage=0.01 Tree=165 num_leaves=37 num_cat=10 split_feature=25 0 18 9 3 5 5 0 25 24 1 25 0 25 24 7 1 12 3 8 8 2 26 25 24 6 24 3 5 0 26 25 26 0 1 26 split_gain=354468 347656 330943 174404 168476 117049 130593 111907 116851 176616 110963 106134 201314 89873.5 501044 87659 79516.5 72103.7 182405 69136.9 89999.7 66697 78062.5 57409.8 60735 41216.5 39221.7 38062.1 36821.7 27673.8 19761.2 23064 18548 10820.5 2863.98 1244.27 threshold=0 479.65650000000011 334.44375000000008 783.98480000000006 782.62500000000011 364.99000000000007 544.35000000000002 65.08550000000001 1 2 92.530000000000015 3 98.970000000000013 4 5 657.87500000000011 437.49875000000003 180.11025000000004 43.669000000000011 148.34250000000006 48.853500000000011 6.2950000000000008 2022.5000000000002 6 7 98.885600000000011 8 650.90000000000009 84.64200000000001 643.62800000000016 2022.5000000000002 9 2022.5000000000002 161.24750000000003 650.90000000000009 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 9 1 2 9 2 9 1 2 2 2 2 2 2 2 2 9 1 2 1 2 2 2 2 9 2 2 2 2 left_child=1 2 4 7 5 13 -7 16 9 11 29 12 -9 14 -1 -15 17 23 26 20 -11 22 -18 24 -2 30 -19 -25 -13 -3 31 -10 -31 -32 -24 -8 right_child=3 10 -4 -5 -6 6 35 8 25 19 -12 28 -14 15 -16 -17 21 18 -20 -21 -22 -23 34 27 -26 -27 -28 -29 -30 32 33 -33 -34 -35 -36 -37 leaf_value=0.72401877405332482 -0.016438551883764644 0.73363888674768907 1.1446210357972555 0.78584317820412775 0.80329364331563313 0.88866498293195451 0.041882811546325678 1.4606584600780321 0.1567610074058175 0.046897019841960652 1.3278596553802491 0.12566527631915647 0.42769875746397745 0.039281495641798447 -0.16953942700090077 0.63247272057533266 0.48487340592049266 0.19384161502581379 0.95434023591188277 -0.45319936128763055 0.66075469131469733 0.79376607275009148 -0.21774393745090653 -0.0075837750471398251 0.027612812868179033 0.39013348616086518 -0.052161329721703245 -0.43335681869870146 0.5804595546722412 0.16984415336891456 -0.025689449531578572 -0.0065355301502650768 0.57163549661636359 -0.12609555679751983 -0.054122539579868317 0.14128568789538215 leaf_weight=105 4589 29 28 28 30 35 20 23 105 535 20 162 105 7071 135 25 37 120 26 26 25 20 23 109883 9806 26 126 21 20 27 349 353 20 155 20 34 leaf_count=105 4589 29 28 28 30 35 20 23 105 535 20 162 105 7071 135 25 37 120 26 26 25 20 23 109883 9806 26 126 21 20 27 349 353 20 155 20 34 internal_value=0 0.06707 0.0594872 -0.00329205 0.0554116 0.0523899 0.412861 -0.00346691 0.0730277 0.154852 0.665117 0.34522 0.568866 0.0480167 0.234716 0.0413132 -0.00462288 -0.00484915 0.157788 0.0500429 0.0743014 0.277251 0.148122 -0.00520505 0.013568 -0.00271727 0.0735995 -0.00766443 0.166495 0.490711 -0.0133631 0.0341815 0.340819 -0.0565683 -0.141641 0.10447 internal_weight=0 7579 7483 126583 7455 7425 89 126555 1884 896 96 310 128 7336 240 7096 124671 124571 272 586 560 100 80 124299 14395 988 246 109904 182 76 962 458 47 504 43 54 internal_count=134162 7579 7483 126583 7455 7425 89 126555 1884 896 96 310 128 7336 240 7096 124671 124571 272 586 560 100 80 124299 14395 988 246 109904 182 76 962 458 47 504 43 54 cat_boundaries=0 6 11 12 17 22 23 29 30 31 37 cat_threshold=32768 393219 12292 423690240 34218048 8705 807405056 4352 675300608 2147483648 3 1106 536870912 256 1280 0 1 0 2 4 65536 139264 1700 2185248768 68158480 410448 3768352896 134255104 201343104 2696 3380 4210688 1048576 0 0 0 167772160 is_linear=0 shrinkage=0.01 Tree=166 num_leaves=29 num_cat=0 split_feature=0 4 5 6 5 9 1 5 7 6 5 19 6 0 3 7 3 7 9 26 0 18 0 22 4 6 4 6 split_gain=326548 917629 297319 729994 418993 274333 130566 299787 262100 222344 201556 110953 90549.1 70551.3 74079.3 69356 68073.4 58129.7 55041.9 47701 63277.8 47539.9 42287.9 29544.2 27300.7 26156.7 23098.5 24685.5 threshold=212.70000000000005 363.67400000000004 54.567500000000003 42.854000000000006 210.73000000000002 1023.8910000000002 46.726464000000014 64.831750000000014 399.47218000000004 145.27000000000001 364.99000000000007 89.205500000000015 215.74175000000005 38.080000000000005 77.14060000000002 44.166500000000006 242.64500000000001 18.692350000000001 78.735000000000014 2022.5000000000002 242.89125000000004 484.61250000000007 1083.9006000000002 211.10250000000002 52.021000000000008 6.9846400000000015 232.66575000000003 195.31750000000002 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 left_child=5 2 12 4 -4 6 13 8 11 10 18 16 15 21 26 19 -8 25 -9 20 -2 23 -21 24 -1 -16 27 -15 right_child=1 -3 3 -5 -6 -7 7 9 -10 -11 -12 -13 -14 14 17 -17 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=-0.0038414800607164991 0.45894040475126174 2.3206062572002413 2.6084820788247245 -0.39658099025487903 0.63371212785894226 1.0265944363520696 0.03419041849049366 0.25924247569644576 1.1537002964246841 1.3489344067096709 1.1820508392997409 0.77373327970504757 0.66163680427349536 0.038953118752724482 0.29948960955463239 -0.37986407925100885 -0.30402251233820055 0.79132963760197161 -0.30542440777733215 -0.043947605869583926 0.10026705143107907 0.37637568921753856 0.38602002754211429 0.37182562561262222 0.035145613810315356 -0.079544349288940427 -0.29904371404647828 0.36823754372804063 leaf_weight=126391 61 20 21 32 22 26 2438 97 21 25 23 20 26 2244 67 34 61 20 21 269 254 33 25 21 1822 25 20 23 leaf_count=126391 61 20 21 32 22 26 2438 97 21 25 23 20 26 2244 67 34 61 20 21 269 254 33 25 21 1822 25 20 23 internal_value=0 0.206833 0.150011 0.747056 1.59813 -0.000499359 -0.000699584 0.0680548 0.0411469 0.479778 0.325672 0.031872 0.0830777 -0.00212344 0.0516062 0.0596834 0.0259347 0.302712 0.158751 0.084223 0.169724 -0.00312835 -0.00738573 -0.00322602 -0.00328745 0.196491 0.0393089 0.0422939 internal_weight=0 764 744 75 43 133398 133372 2706 2540 166 141 2519 669 130666 2399 643 2499 112 118 609 315 128267 294 128234 128213 92 2287 2267 internal_count=134162 764 744 75 43 133398 133372 2706 2540 166 141 2519 669 130666 2399 643 2499 112 118 609 315 128267 294 128234 128213 92 2287 2267 is_linear=0 shrinkage=0.01 Tree=167 num_leaves=37 num_cat=5 split_feature=0 4 5 6 5 1 6 5 12 14 6 24 0 24 0 13 6 26 5 1 0 0 0 4 16 2 2 11 24 13 6 24 0 0 24 0 split_gain=320049 899368 291402 715467 410655 131315 348573 264877 188498 183141 88747.1 104487 73460.6 85100.7 80225.2 73117 62258 61910.7 50563 45650 42099.2 101392 96249.5 37613.6 118904 80349.2 51695.7 51199.3 35941.9 59242.6 43829.2 28642.6 26751.8 168492 17381.4 10126.9 threshold=212.70000000000005 363.67400000000004 54.567500000000003 42.854000000000006 210.73000000000002 46.726464000000014 400.11250000000007 364.99000000000007 147.97550000000004 149.52094000000002 215.74175000000005 0 38.080000000000005 1 172.45500000000001 130.10750000000004 195.31750000000002 2022.5000000000002 254.90500000000003 224.14500000000001 393.82500000000005 309.85375000000005 643.62800000000016 52.021000000000008 172.67400000000001 311.36400000000009 1048.2900000000002 120.45606000000002 2 638.18750000000011 8.0855000000000015 3 98.970000000000013 87.065000000000012 4 150.01600000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 1 2 left_child=5 2 10 4 -4 12 7 8 9 15 11 20 23 14 32 -7 18 19 34 -13 21 -2 -22 26 25 27 28 -25 30 -30 -1 -19 33 -14 -15 -34 right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 -12 17 13 16 -16 -17 -18 31 -20 -21 22 -23 -24 24 -26 -27 -28 -29 29 -31 -32 -33 35 -35 -36 -37 leaf_value=0.00019591251525597882 0.49294857943528575 2.2974001395106316 2.5823973169780916 -0.39261516660451889 0.62737500277432534 0.022746086503037537 1.2682184786597888 1.0822148967742922 0.78787507744396434 0.75701708602905271 0.65502043471886562 0.069565555953826658 0.11694218498440416 -0.052685128673205996 0.683619122312915 0.49648123192064691 0.48722032629210377 -0.21042021214507009 0.52084438180923465 0.52751401156187061 1.0108771995544434 -0.38669984817504882 0.080154108330607418 0.018937060878944451 0.79020325615292508 0.62066301179968786 -0.47764914222385574 0.44256832065253421 -0.0090210660649438501 0.49859104902847956 0.044381738153363388 -0.0073335714925799461 -0.057040250159021637 0.98474026107788093 0.028115940723752151 0.17235436651441788 leaf_weight=60780 38 20 21 32 22 2558 24 25 34 35 26 234 213 307 31 33 29 121 20 24 25 20 20 1757 21 23 23 29 63302 23 2331 161 67 25 1681 27 leaf_count=60780 38 20 21 32 22 2558 24 25 34 35 26 234 213 307 31 33 29 121 20 24 25 20 20 1757 21 23 23 29 63302 23 2331 161 67 25 1681 27 internal_value=0 0.204765 0.148511 0.739585 1.58215 -0.000494365 0.068418 0.0576935 0.0480646 0.0384859 0.0822469 0.0590865 -0.00192282 0.0528918 0.191826 0.0287798 0.0270587 0.000217432 0.0205477 0.112165 0.33516 0.189622 0.597222 -0.00294828 0.0420636 0.0333787 -0.00359965 0.0258157 -0.00351342 -0.0088353 0.00182762 -0.102195 0.151684 0.208097 0.0155145 0.00884969 internal_weight=0 764 744 75 43 133398 2709 2685 2660 2626 669 643 130689 2400 363 2591 2037 540 2008 258 103 58 45 128289 1830 1809 126459 1786 126436 63325 63111 282 332 238 1988 94 internal_count=134162 764 744 75 43 133398 2709 2685 2660 2626 669 643 130689 2400 363 2591 2037 540 2008 258 103 58 45 128289 1830 1809 126459 1786 126436 63325 63111 282 332 238 1988 94 cat_boundaries=0 1 2 3 4 5 cat_threshold=66 18 1382 433 2049 is_linear=0 shrinkage=0.01 Tree=168 num_leaves=34 num_cat=5 split_feature=25 0 9 6 6 1 3 0 24 24 5 25 1 7 25 17 1 15 2 26 0 0 8 26 4 8 5 0 26 0 12 0 0 split_gain=343663 320200 198915 127081 162930 118424 116396 110897 122105 97451.7 174062 153987 87661.5 161584 86873.1 74544.3 60888.9 153415 103470 57206.8 55190.3 82356 54360.3 57730.6 54078.1 42376.9 131385 39013.4 32603.7 24216.7 22871.9 4813.56 4286.11 threshold=0 479.65650000000011 783.98480000000006 442.27000000000004 657.87500000000011 92.530000000000015 782.62500000000011 172.45500000000001 1 2 336.19875000000008 3 47.945000000000007 225.07500000000002 4 515.65075000000013 17.552500000000006 135.41212500000003 543.20000000000016 2022.5000000000002 223.35100000000003 242.89125000000004 2.8145000000000002 2022.5000000000002 44.972850000000008 293.68850000000003 115.14900000000002 18.023681000000003 2022.5000000000002 242.89125000000004 53.637000000000008 192.58100000000002 362.49400000000003 decision_type=9 2 2 2 2 2 2 2 1 1 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 7 6 -5 28 9 15 22 10 11 -1 14 -14 -11 16 25 18 -18 20 31 -22 23 32 30 27 -27 -2 -3 -25 -21 -10 -9 right_child=2 5 -4 4 -6 -7 -8 8 19 12 -12 -13 13 -15 -16 -17 17 -19 -20 24 21 -23 -24 29 -26 26 -28 -29 -30 -31 -32 -33 -34 leaf_value=0.030529624755802072 -0.0072209098712069323 0.26083855692545571 0.8708790683746338 0.94870999442206483 0.036848223043042562 1.3007325534820557 0.63358381327460789 0.65218791166941326 -0.16614217093496614 0.13726687873813517 1.033518442630768 0.20185161057755213 0.12432355084631702 1.0451471642255783 0.0077999038119632878 0.52082814304916947 0.023870353440532028 0.79764842638602629 0.72748787834530793 -0.038446080593739523 0.75741448998451233 0.15685783353911059 -0.059284979646856133 0.52878038263320926 -0.43408745429095097 0.04502635420776728 0.91702424335479737 0.026576419285708697 0.65321824193000799 0.13568305424281529 0.31831911182403566 -0.0038863251848918635 0.83477059407532206 leaf_weight=1388 116077 45 26 36 43 20 34 36 33 559 20 846 404 20 5861 27 4378 26 21 177 27 148 22 25 34 127 20 3519 40 42 20 41 20 leaf_count=1388 116077 45 26 36 43 20 34 36 33 559 20 846 404 20 5861 27 4378 26 21 177 27 148 22 25 34 127 20 3519 40 42 20 41 20 internal_value=0 0.0592242 -0.00370636 0.0530283 0.45238 0.608392 0.0495735 -0.00388883 0.128982 0.047391 0.1043 0.0964483 0.0284546 0.167759 0.0192988 -0.00455749 -0.00467173 0.031756 0.0272293 0.0465828 0.152703 0.249515 0.372826 0.480426 -0.0657902 -0.00601789 0.163666 -0.00622646 0.445488 0.282361 -0.00222626 -0.0762437 0.717396 internal_weight=0 9316 124846 9211 79 105 9132 124820 625 9098 2254 2234 6844 424 6420 124195 124168 4425 4399 480 249 175 145 123 231 119743 147 119596 85 67 197 74 56 internal_count=134162 9316 124846 9211 79 105 9132 124820 625 9098 2254 2234 6844 424 6420 124195 124168 4425 4399 480 249 175 145 123 231 119743 147 119596 85 67 197 74 56 cat_boundaries=0 6 7 8 14 20 cat_threshold=32768 393219 12564 424214656 168435776 8705 2306 100 32768 1 8208 16777344 0 8705 0 262145 8196 16777344 663616 512 is_linear=0 shrinkage=0.01 Tree=169 num_leaves=29 num_cat=4 split_feature=25 3 18 5 5 4 9 1 5 2 25 4 25 17 3 3 2 1 4 3 26 2 25 9 22 1 5 1 split_gain=337540 326795 318792 273137 246339 240548 164227 86970.5 298451 83146.6 82713.4 119538 57574.1 76235.6 64594.5 58727 159063 57100.4 51365.3 40914.3 35045.2 25583.1 24667.3 20689.5 20526.2 1198.69 283.693 115.938 threshold=0 782.62500000000011 334.44375000000008 364.99000000000007 441.68000000000006 48.489320000000006 783.98480000000006 437.49875000000003 64.831750000000014 783.48000000000013 1 650.90000000000009 2 407.74900000000008 223.35100000000003 36.902000000000008 271.95250000000004 92.530000000000015 22.659000000000002 174.86250000000004 2022.5000000000002 70.64500000000001 3 66.403050000000022 115.30250000000001 543.20000000000016 650.90000000000009 650.90000000000009 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 9 -5 26 7 12 20 10 18 -12 13 14 19 22 17 -17 -1 -2 25 -16 24 -24 -14 -9 -6 -22 right_child=6 -3 -4 4 5 -7 -8 8 -10 -11 11 -13 15 -15 21 16 -18 -19 -20 -21 27 -23 23 -25 -26 -27 -28 -29 leaf_value=0.21259323518429848 0.014024755905974826 1.0901542878920034 1.1263613390922547 1.576254225730896 -0.040126023689905803 1.2663499956130981 0.76254233428410123 0.29092266949740325 1.3781829652786255 -0.4223296836904577 0.041486401621821031 0.65408997520804402 -0.001971748415951245 0.57702115893363959 -0.13013954588572185 0.02791580790752091 0.89565855286338103 0.30637781429600408 -0.30614118337631224 0.25805336046909938 -0.1332256303514753 -0.48178120811780295 -0.011741461795443664 0.092773193758177136 0.23690167986684377 0.1956282728368586 0.0056690557541385781 -0.1049320447171728 leaf_weight=419 16118 31 28 20 24 20 28 22 20 37 6917 32 47330 24 150 1687 22 77 20 69 28 24 60695 190 36 33 31 30 leaf_count=419 16118 31 28 20 24 20 28 22 20 37 6917 32 47330 24 150 1687 22 77 20 69 28 24 60695 190 36 33 31 30 internal_value=0 0.0654391 0.0613173 0.0573517 0.590156 0.327196 -0.00322223 -0.00339191 0.252191 0.0505347 0.0529028 0.0442438 -0.00366079 0.0138226 0.0130049 -0.00626483 0.05061 0.0400709 0.184752 0.015065 0.0529005 -0.178642 -0.00720377 -0.0114134 -0.00178982 0.233746 -0.0143143 -0.118591 internal_weight=0 7579 7548 7520 95 75 126583 126555 133 7425 7388 6949 126422 16385 16361 110037 1786 1764 439 16187 113 174 108251 60885 47366 55 55 58 internal_count=134162 7579 7548 7520 95 75 126583 126555 133 7425 7388 6949 126422 16385 16361 110037 1786 1764 439 16187 113 174 108251 60885 47366 55 55 58 cat_boundaries=0 6 11 17 23 cat_threshold=32768 393219 12292 423690240 34218048 8705 0 2 4 65536 33693696 37765120 68158480 33964880 3768352896 134251009 201343104 2703229828 270536864 146803713 139556 16799744 33558608 is_linear=0 shrinkage=0.01 Tree=170 num_leaves=32 num_cat=6 split_feature=25 0 4 9 2 5 6 6 24 25 5 5 25 4 7 24 0 4 7 25 0 2 2 2 9 3 16 26 5 2 26 split_gain=270180 228833 1.12965e+06 499554 115558 112048 80817.2 82395.6 77688.1 115276 113061 169156 88399.5 69151.1 57910.7 72943.6 68981.4 45674.4 85341.1 70673 40629.9 51985.4 35968.7 61756.8 28953.3 28985 19520.2 16081.8 14971 6414.23 79.1667 threshold=0 271.26290500000005 232.66575000000003 19.040727000000008 783.48000000000013 650.90000000000009 442.27000000000004 657.87500000000011 1 2 273.10998000000006 400.11250000000007 3 174.86250000000004 8.0855000000000015 4 643.62800000000016 71.921962500000021 336.69250000000005 5 212.70000000000005 185.38000000000002 648.37500000000011 543.20000000000016 553.50000000000011 482.64500000000004 26.455000000000005 2022.5000000000002 148.23000000000005 1048.2900000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 1 9 2 2 9 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 14 6 17 8 -8 10 30 12 -12 -1 -11 15 27 -17 22 19 20 21 -19 23 24 25 -2 28 -3 -21 -6 -10 right_child=5 2 -4 -5 29 -7 7 -9 9 13 11 -13 -14 -15 -16 16 -18 18 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 leaf_value=0.18238304935455321 -0.0063167206554728605 -0.015753921958116385 2.5515416537580036 1.6622612037658693 0.42030085039138798 0.5444912913038924 0.65435035039981204 0.047854329546292623 0.39598474852892823 0.049767676640249857 0.87291869704787806 -0.039814509709676107 -0.0096249322131710512 -0.14072739403064435 -0.4833814751534235 0.38676740019497546 -0.14358583885080675 0.093819365796752457 0.65954849305360219 -0.017733687476928418 0.5367483360290527 0.57333511670430504 -0.31412260984119617 0.54922307586669927 -0.32244185217495619 -0.22435573601331868 0.28899286091327669 -0.26567250812754911 -0.24267133643550257 0.66516629426375673 0.4136181233963877 leaf_weight=240 117534 52 21 20 20 37 42 48 49 8369 37 45 5856 195 21 88 34 390 23 650 25 24 38 20 29 61 20 51 31 23 53 leaf_count=240 117534 52 21 20 20 37 42 48 49 8369 37 45 5856 195 21 88 34 390 23 650 25 24 38 20 29 61 20 51 31 23 53 internal_value=0 0.0389536 0.318682 0.142403 0.0336193 -0.00572456 0.0321288 0.330886 0.0303174 0.0496068 0.00317425 0.372029 -0.00178217 0.0453772 0.0188378 0.0657116 0.220861 -0.00589634 0.0564644 0.0442969 0.142023 0.121617 -0.00651262 -0.00641326 -0.00650774 -0.00642982 -0.0186636 -0.127155 -0.0279731 0.551275 0.368973 internal_weight=0 15264 287 266 14977 118882 14934 90 14844 8666 6178 82 6096 8564 246 225 122 118845 1163 1140 439 414 117682 117644 117624 117595 701 103 681 43 102 internal_count=134146 15264 287 266 14977 118882 14934 90 14844 8666 6178 82 6096 8564 246 225 122 118845 1163 1140 439 414 117682 117644 117624 117595 701 103 681 43 102 cat_boundaries=0 6 7 12 18 19 24 cat_threshold=2186313728 393219 4560 22118528 167916097 134218273 905 0 262146 0 0 139264 0 1 0 17825920 512 512 2093 1536 32 17408 2147483648 16777216 is_linear=0 shrinkage=0.01 Tree=171 num_leaves=34 num_cat=5 split_feature=25 6 8 3 5 24 2 25 4 5 5 25 6 4 25 9 17 4 2 4 2 9 3 2 3 4 2 3 26 26 6 3 5 split_gain=264817 189835 378725 160378 109818 106122 141474 145801 121301 87105.2 194232 87786.1 68871.7 44879.3 90184.6 80609.6 48573.7 81300.3 51427 43681.8 33954.1 28370.6 28398.8 33317.9 17112.4 15905.7 21175.2 11085.2 8167.39 3824.25 1756.96 1459.44 357.086 threshold=0 442.27000000000004 5.6142500000000011 782.62500000000011 650.90000000000009 1 783.48000000000013 2 783.48000000000013 273.10998000000006 400.11250000000007 3 783.98480000000006 48.489320000000006 4 292.55550000000005 24.975000000000005 102.82400000000001 185.38000000000002 650.90000000000009 648.37500000000011 553.50000000000011 482.64500000000004 91.035000000000011 1048.2900000000002 544.35000000000002 165.74576250000004 118.99000000000002 2022.5000000000002 2022.5000000000002 546.86500000000012 650.90000000000009 650.90000000000009 decision_type=9 2 2 2 2 1 2 9 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 12 5 13 9 7 29 -9 11 -11 28 30 20 15 16 18 -18 -15 -13 21 22 23 -2 -5 26 27 -16 -1 -7 -3 -24 -12 right_child=4 2 -4 24 -6 6 -8 8 -10 10 32 19 -14 14 25 -17 17 -19 -20 -21 -22 -23 31 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 leaf_value=0.21121082324981688 -0.0067437825185569268 -0.13746761950579556 1.5665963331858317 0.42331504185994467 0.53904638316180253 0.39632029972076416 0.80743387737274175 0.047362753359702206 0.70661313210214882 0.86418954694593286 -0.13509432202293759 -0.0087321757652764672 0.56616989669799811 0.068959274176533886 -0.020715174086853465 0.71823387167670505 0.87562655494326636 -0.00431034905569894 0.47859669387340548 0.42789358221966289 -0.30945839572597195 -0.31921743688912224 -0.16722303408163566 0.056277050116303323 0.81419815301895149 -0.28595824117245883 0.28674570484594869 -0.22317882886954718 0.39021163151814386 0.52000132064819338 -0.021378451404161752 -0.26570061150719138 -0.079652283741877633 leaf_weight=50 116188 22 24 21 37 50 25 8697 28 37 21 6057 25 725 791 22 21 21 32 23 37 29 27 845 24 23 22 28 52 50 32 34 26 leaf_count=50 116188 22 24 21 37 50 25 8697 28 37 21 6057 25 725 791 22 21 21 32 23 37 29 27 845 24 23 22 28 52 50 32 34 26 internal_value=0 0.0385652 0.466448 0.0356837 -0.00566731 0.0339091 0.0561739 0.0541094 0.0494218 0.00236925 0.322227 -0.0019731 0.132226 -0.00583737 0.0454042 0.119626 0.104641 0.435658 0.0862755 -0.00706884 -0.00657433 -0.00647865 -0.00640119 -0.00628876 0.631786 -0.0262052 -0.019413 -0.027637 0.27546 0.41651 -0.068674 -0.222112 -0.104424 internal_weight=0 15264 103 15161 118882 15116 8850 8825 8725 6266 84 6182 79 118845 1685 821 799 42 757 6080 117160 117123 117094 117033 45 864 841 819 102 100 54 61 47 internal_count=134146 15264 103 15161 118882 15116 8850 8825 8725 6266 84 6182 79 118845 1685 821 799 42 757 6080 117160 117123 117094 117033 45 864 841 819 102 100 54 61 47 cat_boundaries=0 6 7 12 16 21 cat_threshold=2186313728 393219 4560 22118528 167916097 134218273 905 0 262146 0 0 139264 0 1 0 16777216 805307904 537921568 4211712 2147483648 16777216 is_linear=0 shrinkage=0.01 Tree=172 num_leaves=32 num_cat=4 split_feature=0 9 24 5 0 5 3 24 1 5 8 2 7 17 3 5 22 1 0 24 1 24 3 3 5 1 5 0 3 0 0 split_gain=253047 808563 198748 214618 132672 105432 215068 201150 328865 179183 153849 95948.9 92105.7 86850.4 84772.4 77021.1 72170.6 65864.5 51006.2 48314.7 47678.6 41508.1 85693.1 51447.6 35114.5 37414 32600.5 9422.13 1661 1637.32 831.747 threshold=290.96350000000007 215.97850000000003 0 9.4414040000000004 643.62800000000016 171.57300000000001 199.59643500000001 1 110.64500000000001 293.31000000000006 88.922000000000011 1048.2900000000002 44.166500000000006 36.714000000000006 400.11250000000007 400.11250000000007 266.84000000000009 1066.3056000000001 1083.9006000000002 2 81.910500000000013 3 1048.2900000000002 782.62500000000011 16.765710000000002 6.2950000000000008 254.90500000000003 10.575800000000003 544.35000000000002 431.47500000000008 332.15050000000008 decision_type=2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 29 11 7 8 10 -8 15 14 18 20 16 -7 17 19 24 -1 26 23 27 28 25 -4 -9 -23 -16 30 -2 right_child=1 -3 12 -5 -6 6 9 13 -10 -11 -12 -13 -14 -15 21 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 -32 leaf_value=-0.009273861978440899 0.1130419397354126 2.1942589607238769 0.086055636784580877 1.4469841673374177 0.92974613401624895 -0.011324269183696462 1.4643414152236214 0.056468237282937032 1.5540302667617798 0.18672330566074538 1.0401021175384522 0.52904066702898811 -0.61585252805189661 0.55255763924640156 -0.19344633476406919 0.45740557769934337 0.59872883792221543 0.45159961074590682 0.45296151095423204 0.0029669274239654693 -0.44950175732374192 -0.16792289813359579 -0.94771391296386731 0.3779384173517642 -0.36171923844710641 -0.28817258071899415 -0.1250177978556207 -0.41443038606643678 -0.097586932352611011 0.062155789013566637 0.19175078211159541 leaf_weight=55288 25 20 244 20 27 130 21 171 20 23 20 34 22 23 51 48 20 32 29 77340 32 69 20 23 23 30 235 20 28 29 29 leaf_count=55288 25 20 244 20 27 130 21 171 20 23 20 34 22 23 51 48 20 32 29 77340 32 69 20 23 23 30 235 20 28 29 29 internal_value=0 0.224372 0.14195 0.458801 0.320841 -0.00146387 0.118967 0.0750628 0.317395 0.796496 0.208512 -0.00211891 0.0101117 -0.0454317 -0.00225481 0.115075 -0.0019363 -0.00202686 0.0526648 -0.00213631 -0.0778703 -0.202536 -0.326299 -0.0348715 0.0135786 0.0450817 -0.0485791 -0.223318 -0.159471 0.122763 0.155312 internal_weight=0 498 478 130 110 133648 723 679 218 44 198 132925 348 461 132891 178 132680 132660 326 132628 438 211 109 102 297 274 406 89 79 83 54 internal_count=134146 498 478 130 110 133648 723 679 218 44 198 132925 348 461 132891 178 132680 132660 326 132628 438 211 109 102 297 274 406 89 79 83 54 cat_boundaries=0 1 2 3 4 cat_threshold=3328 585 2697 1795 is_linear=0 shrinkage=0.01 Tree=173 num_leaves=39 num_cat=8 split_feature=25 0 4 9 2 18 17 24 25 3 25 4 7 24 0 4 7 25 2 0 3 1 26 4 12 3 25 2 2 16 26 26 8 24 3 18 2 26 split_gain=258920 220283 1.10031e+06 484406 109612 84112.7 134693 58115.4 107593 102317 120730 77484.2 56321.8 71525.4 67958.9 49464.3 104573 73040.3 50698.2 58828.1 40219.2 41469.3 56456.2 36681.6 32242 72341.2 36411.8 27836.8 25718.1 19141.8 18755 15734.7 11960.6 10672 10618.9 6124.95 6027.36 2319.86 threshold=0 271.26290500000005 232.66575000000003 19.040727000000008 783.48000000000013 227.39850000000004 22.056000000000004 1 2 544.35000000000002 3 650.90000000000009 8.0855000000000015 4 643.62800000000016 71.921962500000021 336.69250000000005 5 185.38000000000002 201.25000000000003 544.35000000000002 480.00160000000005 2022.5000000000002 75.880790000000005 31.398750000000003 172.09050000000002 6 648.37500000000011 48.007500000000007 26.455000000000005 2022.5000000000002 2022.5000000000002 86.812500000000014 7 782.62500000000011 369.25000000000006 1048.2900000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 1 9 2 9 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 left_child=1 4 3 12 5 7 35 8 30 10 -9 -10 13 31 -15 20 17 18 19 23 21 24 -23 -17 27 26 -26 28 -2 32 -1 -3 33 -19 -11 -7 -6 -22 right_child=15 2 -4 -5 36 6 -8 9 11 34 -12 -13 -14 14 -16 16 -18 29 -20 -21 37 22 -24 -25 25 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 leaf_value=0.20271839923858642 -0.00730546215013735 -0.017589027423125049 2.516266061010815 1.6352544384002687 0.41010352706909181 -0.032366730083118786 1.0732187659740449 0.36599510673783786 -0.0078408484208672118 -0.2610368022212276 0.042278883209833869 0.60090999149140856 -0.47834260089056835 0.38138792442327196 -0.14501996043850393 0.43916904125894818 0.71236643234888719 0.032183073631859578 0.53731849239718532 0.63365690049670986 -0.36360000610351562 0.48983652065961791 -0.087178866545359293 0.063558604319344514 0.1165153996678623 0.57498741073608406 -3.1139341906118253e-05 -0.29292604586657356 0.033090510486959664 0.28599216032028202 0.47527029327317777 -0.26479618596095666 -0.25204175679580026 -0.050076683738750932 -0.54705225219726561 0.20102331866388734 0.64746978054875914 -0.2269310509717023 leaf_weight=50 114592 52 21 20 20 22 20 107 4827 27 9761 21 21 88 34 28 24 243 31 21 23 39 30 364 360 25 983 34 1598 20 51 51 23 417 25 23 23 27 leaf_count=50 114592 52 21 20 20 22 20 107 4827 27 9761 21 21 88 34 28 24 243 31 21 23 39 30 364 360 25 983 34 1598 20 51 51 23 417 25 23 23 27 internal_value=0 0.0381389 0.312591 0.138617 0.0329051 0.0314535 0.390398 0.0298843 0.00184433 0.0438272 0.0462027 -0.00519322 0.0169391 0.0631654 0.216905 -0.00559836 0.0590734 0.0454038 0.144043 0.118012 -0.0062422 -0.0061217 0.23896 0.0903879 -0.00626551 0.0419989 0.0320773 -0.0068336 -0.00674988 -0.0186782 0.309682 -0.127604 -0.0278732 -0.0200613 -0.398544 0.0869215 0.537067 -0.289799 internal_weight=0 15264 287 266 14977 14934 65 14869 4949 9920 9868 4848 246 225 122 118882 1171 1147 444 413 117711 117661 69 392 117592 1368 1343 116224 116190 703 101 103 683 660 52 45 43 50 internal_count=134146 15264 287 266 14977 14934 65 14869 4949 9920 9868 4848 246 225 122 118882 1171 1147 444 413 117711 117661 69 392 117592 1368 1343 116224 116190 703 101 103 683 660 52 45 43 50 cat_boundaries=0 6 7 11 16 17 22 28 29 cat_threshold=2186313728 393219 4560 22118528 167916097 134218273 904 0 1 0 17825792 0 2 0 65536 139264 2093 1536 32 17408 2147483648 16777216 8389632 4096 536871936 32 16793600 16 610 is_linear=0 shrinkage=0.01 Tree=174 num_leaves=27 num_cat=2 split_feature=0 4 9 5 1 8 4 18 2 0 1 7 22 24 0 0 24 1 6 2 0 2 0 0 0 0 split_gain=243874 992534 312303 102641 201119 140282 125372 114418 92966.4 79763.2 88032.7 65805.2 60919.2 56633 166302 173542 47082.2 79459 70913.5 50107.5 47449 41027.7 30618.8 20110.3 10918.2 2877.85 threshold=290.96350000000007 242.64500000000001 27.234500000000004 171.57300000000001 166.69750000000002 293.68850000000003 14.508750000000003 6.3207000000000013 1048.2900000000002 43.278000000000006 56.871000000000002 44.166500000000006 266.84000000000009 0 431.47500000000008 542.34225000000004 1 1066.3056000000001 546.86500000000012 543.20000000000016 24.822986000000004 3.4567500000000009 362.49400000000003 1083.9006000000002 332.15050000000008 332.15050000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 left_child=3 2 11 8 5 7 -6 9 12 10 -5 13 16 14 25 -16 18 20 19 -1 -18 -11 24 -24 -15 -2 right_child=1 -3 -4 4 6 -7 -8 -9 -10 21 -12 -13 -14 22 15 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 leaf_value=-0.011374294313713973 -0.083448617397384212 2.0848734899803443 1.1186683398279651 0.014608209066941873 1.2300326595306397 0.876395378112793 0.22854655838012697 0.79069411134719847 0.52075692401212803 0.14970919456481935 -0.64477346374875022 -0.47336560404818989 0.53634311564621473 0.067395817296845573 1.2065410186626293 0.20056517017648573 0.00045139541356043291 0.60281152768568558 0.42687846042014455 0.39080790765823858 0.042783936859704393 0.74927662418002172 -0.1091541741946556 0.18847306508284348 0.29894699573516847 -0.23402744340896608 leaf_weight=44182 22 27 29 565 25 21 25 20 34 25 21 23 21 56 27 47 85866 22 37 31 2732 21 179 26 32 30 leaf_count=44182 22 27 29 565 25 21 25 20 34 25 21 23 21 56 27 47 85866 22 37 31 2732 21 179 26 32 30 internal_value=0 0.220269 0.113381 -0.00143571 0.117391 0.0719303 0.72929 0.0460197 -0.00208203 0.022454 -0.00902151 0.0474236 -0.0022158 0.0760111 0.243724 0.56761 -0.00230091 0.00190576 -0.0107237 -0.0110923 0.00175676 0.423425 -0.00428326 -0.0714063 0.151596 -0.170321 internal_weight=0 498 471 133648 723 673 50 652 132925 632 586 442 132891 419 126 74 132870 88620 44250 44213 88598 46 293 205 88 52 internal_count=134146 498 471 133648 723 673 50 652 132925 632 586 442 132891 419 126 74 132870 88620 44250 44213 88598 46 293 205 88 52 cat_boundaries=0 1 2 cat_threshold=1346 2185 is_linear=0 shrinkage=0.01 Tree=175 num_leaves=40 num_cat=13 split_feature=3 25 3 24 1 3 6 24 0 26 25 0 6 25 1 14 25 24 1 24 12 24 12 25 0 16 0 25 24 3 3 25 12 1 12 3 1 26 3 split_gain=569003 194486 124098 113447 163660 216042 129838 221779 405461 68812.3 63211.5 72472.5 71469.1 59126.9 57710.9 136055 106978 77525.9 97920.3 44896.2 39361.4 93722.9 34882.3 33164.8 30987.9 25432.1 24056.3 71256.7 106585 46579.7 27963.5 31248 23106 21813.6 13647.9 12372.3 7451.52 3210.65 1552.37 threshold=1048.2900000000002 0 782.62500000000011 1 395.70800000000008 9.3117500000000017 44.161500000000011 2 25.333500000000004 2022.5000000000002 3 18.767000000000007 442.27000000000004 4 36.902000000000008 189.36750000000004 5 6 437.49875000000003 7 124.75400000000002 8 340.00250000000005 9 185.76000000000002 15.051400000000001 29.315500000000004 10 11 110.457785 255.07275000000001 12 226.67067500000005 194.03250000000003 226.67067500000005 14.520721500000002 41.1205 2022.5000000000002 544.35000000000002 decision_type=2 9 2 1 2 2 2 1 2 2 9 2 2 9 2 2 9 1 2 1 2 1 2 9 2 2 2 9 1 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 6 10 9 13 8 -8 -6 11 -5 -12 19 20 16 17 23 -19 -1 26 22 32 -16 -15 34 30 28 -28 -29 31 -3 -22 36 -23 -9 -18 -35 -32 right_child=-2 14 -4 4 5 -7 7 35 -10 -11 12 -13 -14 24 15 -17 33 18 -20 -21 21 25 -24 -25 -26 -27 27 29 -30 -31 38 -33 -34 37 -36 -37 -38 -39 -40 leaf_value=0.23761343109607697 1.293796677869909 0.011341868351536813 0.73648307571411142 0.13735272123603059 0.50512714576721196 1.3723783757686616 0.26208553540209933 -0.035504116717073105 1.7403380348371422 -0.0419792463424358 0.035910447414601733 -0.22573829716649549 0.44451514988098034 -0.032126295767049659 0.09072179302625126 0.72507170973152957 0.064487220891798383 0.14432884826250603 0.69480082287507894 0.027242440598682291 0.38188993530614035 0.028625151679433625 0.69689817229906725 -0.056648772178439923 0.15325949479704318 0.25314737781882285 0.37133321652578749 -0.015160286042987659 0.050718234169383009 0.3297400952577591 -0.11927310639239373 -0.0078802510492098198 0.030063173941203527 -0.17653798514224114 -0.12544387180031391 -0.26787457446257273 -0.027651356443069704 -0.094937370040199975 -0.19642320357263088 leaf_weight=130 34 9203 25 1053 45 20 96 97 23 47 9521 58 43 4521 277 29 99 652 34 402 56 116 24 317 92 32 119 1858 585 40 141 103383 28 94 114 30 774 99 32 leaf_count=130 34 9203 25 1053 45 20 96 97 23 47 9521 58 43 4521 277 29 99 652 34 402 56 116 24 317 92 32 119 1858 585 40 141 103383 28 94 114 30 774 99 32 internal_value=0 -2.02138e-05 0.0324572 0.0313893 0.0500845 0.430404 -0.00609989 0.218325 0.505333 0.225627 0.0461412 0.117341 0.0377081 -0.0168422 -0.00447817 0.0443177 0.0359025 0.0970842 0.169146 0.0820844 -0.00547993 0.0974967 0.330112 0.0124388 -0.0283675 -0.0105859 -0.00581021 0.024251 0.109355 -0.00785021 -0.0065039 -0.00630869 0.264614 -0.0381146 -0.0477395 -0.0837966 -0.0172027 -0.134681 -0.133544 internal_weight=0 134309 16203 16178 10787 112 5391 246 119 92 10675 1111 9564 5145 118106 2375 2346 1280 686 532 115731 370 108 594 4613 262 115361 2602 704 1898 112759 112586 84 1066 230 127 873 193 173 internal_count=134343 134309 16203 16178 10787 112 5391 246 119 92 10675 1111 9564 5145 118106 2375 2346 1280 686 532 115731 370 108 594 4613 262 115361 2602 704 1898 112759 112586 84 1066 230 127 873 193 173 cat_boundaries=0 6 7 8 14 20 26 27 28 29 32 38 39 45 cat_threshold=34897920 258 20564 701071360 34251328 134225953 650 130 1048576 2 4100 163610624 8704 32 0 256 4 134742016 33562624 8192 809518596 537924736 138413312 131108 16777219 2048 2960 512 324 805324288 4224 134217728 824180736 1052672 4195328 2147483652 262147 2048 18 2151694464 2230353 1107698433 2417234048 4216832 16400 is_linear=0 shrinkage=0.01 Tree=176 num_leaves=23 num_cat=5 split_feature=3 25 2 3 8 6 24 17 2 3 3 25 24 2 22 25 7 11 2 2 6 8 split_gain=557679 190842 347678 122298 97380.8 145007 97340.5 65369.9 54305.6 213980 186099 94313.2 75981.1 61705.6 43291.2 36721.9 36997.6 31279.1 29453 28368.1 23756.2 2094.29 threshold=1048.2900000000002 0 1048.2900000000002 782.62500000000011 571.7600000000001 400.11250000000007 1 515.65075000000013 91.035000000000011 150.51452500000002 210.91250000000002 2 3 223.35100000000003 238.56750000000002 4 57.990000000000002 481.77300000000008 12.987 437.49875000000003 482.64500000000004 804.02882000000011 decision_type=2 9 2 2 2 2 1 2 2 2 2 9 1 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 14 11 -11 12 -10 -12 15 16 -3 -17 21 -13 -7 -6 right_child=-2 7 -4 -5 18 20 -8 -9 9 10 13 19 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 leaf_value=-0.00073025826168248234 1.2808586451586554 0.0041902910083795606 1.1659478272332087 0.72911827087402348 -0.14024748893011185 0.68103194273435153 0.049254377898202063 0.54060824047435407 -0.073250713925207822 1.3812749401728313 0.60989125322412563 -0.034351523762114908 0.23050344584516175 -0.066184830842194731 0.46003630021214487 -0.0081856343071528108 0.10263958956623816 0.36892364480278711 -0.67270553255081189 -0.26508902676900226 0.32490389338180203 -0.27451493024826051 leaf_weight=6682 34 23595 27 25 21 26 9352 22 114 21 27 476 279 27 20 93012 388 22 20 60 67 26 leaf_count=6682 34 23595 27 25 21 26 9352 22 114 21 27 476 279 27 20 93012 388 22 20 60 67 26 internal_value=0 -1.94722e-05 0.0321038 0.0302361 0.0291572 0.0307378 0.0284541 -0.00444213 -0.00454409 0.0686878 0.582491 0.0272075 0.14276 0.271853 -0.00517231 -0.00525182 0.00578061 -0.00809559 -0.351294 -0.0590781 0.424467 -0.214523 internal_weight=0 134309 16246 16219 16194 16127 16034 118063 118041 1004 75 929 393 54 117037 117017 23983 93034 67 536 93 47 internal_count=134343 134309 16246 16219 16194 16127 16034 118063 118041 1004 75 929 393 54 117037 117017 23983 93034 67 536 93 47 cat_boundaries=0 6 7 13 14 20 cat_threshold=34897920 258 20564 701333504 34251328 134225953 666 268453376 1048576 3073 0 1 33554432 1158 2151694848 539105361 38150912 2416971908 20992002 16400 is_linear=0 shrinkage=0.01 Tree=177 num_leaves=25 num_cat=6 split_feature=5 9 1 5 17 2 25 9 6 22 7 24 25 24 4 9 0 1 15 25 0 25 17 6 split_gain=233973 463346 462677 353771 312519 225497 168603 159027 126146 112159 103108 118299 177690 87477.3 224538 85978.6 65894.1 53955.1 157449 94331.3 44714.1 104416 33406.9 9340.15 threshold=171.57300000000001 333.22462000000002 166.69750000000002 364.99000000000007 36.714000000000006 1048.2900000000002 0 107.10800000000002 400.11250000000007 238.56750000000002 657.87500000000011 1 2 3 35.946570000000001 673.83140000000014 271.26290500000005 36.902000000000008 135.41212500000003 4 25.333500000000004 5 515.65075000000013 657.87500000000011 decision_type=2 2 2 2 2 2 9 2 2 2 2 1 9 1 2 2 2 2 2 9 2 9 2 2 left_child=5 2 4 -4 7 6 8 13 10 17 11 12 -1 14 -2 -13 -15 20 19 -19 22 -22 -8 -10 right_child=1 -3 3 -5 -6 -7 9 -9 23 -11 -12 15 -14 16 -16 -17 -18 18 -20 -21 21 -23 -24 -25 leaf_value=0.32309323167147702 0.033105536737749651 1.6413404189972649 0.42459045912090099 2.0677076416015625 1.1137799051072863 0.75003235268592838 -0.0060298712403990245 0.72620060777664175 0.58486345153195518 0.72690448306855704 0.55836492739225696 0.007125784996385616 0.061683316386742487 -0.053858308817263903 1.2010634989738465 0.66396357107162474 -0.61369805292649704 0.082828974094523278 0.81474437970381519 -0.037500594709327512 0.1226591638702051 -0.0031985823163788833 0.36709650874137878 0.35036474632494374 leaf_weight=282 93 21 38 20 27 40 118961 30 35 21 38 5573 2571 474 20 20 22 1552 26 1112 898 2412 24 33 leaf_count=282 93 21 38 20 27 40 118961 30 35 21 38 5573 2571 474 20 20 22 1552 26 1112 898 2412 24 33 internal_value=0 0.177026 0.134553 0.991183 0.0599519 -0.00068369 -0.000908525 0.015424 0.0420216 -0.00384855 0.0386324 0.036294 0.0885602 -0.0195897 0.220326 0.00945766 -0.0771348 -0.00397164 0.0403296 0.0327715 -0.00494609 0.0313074 -0.00595461 0.471063 internal_weight=0 745 724 58 666 133598 133558 639 8552 125006 8484 8446 2853 609 113 5593 496 124985 2690 2664 122295 3310 118985 68 internal_count=134343 745 724 58 666 133598 133558 639 8552 125006 8484 8446 2853 609 113 5593 496 124985 2690 2664 122295 3310 118985 68 cat_boundaries=0 6 7 11 12 18 24 cat_threshold=1343488 2 4116 701071360 34251330 134225953 1376 0 0 4 155189248 576 843073028 537924768 138429696 131108 16777216 2048 847249408 256 4211712 2147483652 0 2048 is_linear=0 shrinkage=0.01 Tree=178 num_leaves=22 num_cat=4 split_feature=3 25 2 3 8 6 0 17 0 2 3 3 25 24 2 0 22 25 2 2 8 split_gain=545188 183762 336667 119474 96073.3 139698 100918 63265.1 62327.9 52673.6 209220 182200 92242.5 74625.2 60612.6 54337.4 41184.6 33154.6 29081.5 28055.2 2027.52 threshold=1048.2900000000002 0 1048.2900000000002 782.62500000000011 571.7600000000001 400.11250000000007 431.47500000000008 515.65075000000013 39.555000000000007 91.035000000000011 150.51452500000002 210.91250000000002 1 2 223.35100000000003 783.48000000000013 238.56750000000002 3 12.987 437.49875000000003 804.02882000000011 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 9 2 2 2 left_child=1 2 3 4 5 6 -1 9 -7 15 12 -12 13 -11 -13 16 17 -3 20 -14 -6 right_child=-2 7 -4 -5 18 8 -8 -9 -10 10 11 14 19 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.025664353147658407 1.2664309310913087 0.0050481806387393134 1.1472062750215883 0.72039559020996091 -0.14034094356355215 0.27677296507689692 0.30978835196722126 0.53183698480779473 0.89593837238493423 -0.073098294360022395 1.3660826787494478 0.60337732738918737 -0.034095532830898501 0.22787284637611219 -0.066684193081325949 0.4353862203870501 0.44855726981163024 -0.0080161058522083255 -0.66870628786087039 -0.26355725880463921 -0.27245073006703308 leaf_weight=15945 34 24594 27 25 21 72 126 22 21 114 21 27 476 279 27 28 20 92358 20 60 26 leaf_count=15945 34 24594 27 25 21 72 126 22 21 114 21 27 476 279 27 28 20 92358 20 60 26 internal_value=0 -2.13239e-05 0.0314597 0.0296259 0.0285619 0.0301283 0.0278919 -0.00436678 0.416585 -0.00446712 0.067656 0.575713 0.0266396 0.140921 0.268347 -0.00508602 -0.00519146 -0.00526905 -0.349328 -0.0586866 -0.213423 internal_weight=0 134309 16283 16256 16231 16164 16071 118026 93 118004 1004 75 929 393 54 117000 116972 116952 67 536 47 internal_count=134343 134309 16283 16256 16231 16164 16071 118026 93 118004 1004 75 929 393 54 117000 116972 116952 67 536 47 cat_boundaries=0 6 12 13 19 cat_threshold=34897920 258 282708 701333504 34251328 134225953 268453376 1048576 3073 0 1 33554432 1158 2151694848 539105873 37888768 2416971908 20992002 16400 is_linear=0 shrinkage=0.01 Tree=179 num_leaves=22 num_cat=3 split_feature=3 25 2 5 8 3 5 3 24 7 0 17 12 9 2 7 25 0 22 12 12 split_gain=534339 180103 329967 156525 101988 182050 108490 98039.1 91992.8 106506 85985.8 62006.1 58171 55363.4 45688.4 194694 125810 53291.4 38937.7 26154.3 3354.96 threshold=1048.2900000000002 0 1048.2900000000002 364.99000000000007 1.6365000000000003 8.3632500000000025 481.77300000000008 782.62500000000011 1 657.87500000000011 542.34225000000004 515.65075000000013 340.00250000000005 86.608500000000006 98.325000000000017 225.07500000000002 2 783.48000000000013 211.10250000000002 449.47000000000008 544.35000000000002 decision_type=2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 3 7 5 6 -5 8 10 -10 -1 12 14 19 17 16 -16 18 -3 -14 -21 right_child=-2 11 -4 4 -6 -7 -8 -9 9 -11 -12 -13 13 -15 15 -17 -18 -19 -20 20 -22 leaf_value=-0.012024268781432311 1.2537666287141689 -0.0053650113663793308 1.1357341928835269 0.83767004890441898 -0.21368580527927566 1.3277868088808926 0.036050452452439527 0.69373296737670898 0.037735646999661428 0.54218440481594632 -0.57826222808272754 0.52651860887354074 0.37974223785400391 0.69485299158663982 0.17861332587955533 0.95409671952327091 -0.057757986305054701 0.43103235789707733 0.40612923642863402 -0.11204094160170783 0.052759515444437667 leaf_weight=3982 34 116923 27 25 23 22 52 22 12061 42 27 22 25 21 377 24 532 28 23 21 30 leaf_count=3982 34 116923 27 25 23 22 52 22 12061 42 27 22 25 21 377 24 532 28 23 21 30 internal_value=0 -2.09976e-05 0.0311451 0.0293296 0.386171 0.525532 0.296317 0.0266313 0.0257204 0.0394536 -0.0157984 -0.00432298 -0.00442232 0.240365 -0.0046237 0.065077 0.0416045 -0.00517964 -0.00528408 0.114783 -0.0150995 internal_weight=0 134309 16283 16256 122 99 77 16134 16112 12103 4009 118026 118004 97 117907 933 909 116974 116946 76 51 internal_count=134343 134309 16283 16256 122 99 77 16134 16112 12103 4009 118026 118004 97 117907 933 909 116974 116946 76 51 cat_boundaries=0 6 7 13 cat_threshold=34897920 258 282708 701333504 34251328 134225953 648 268453376 1048576 3072 0 1 33554432 is_linear=0 shrinkage=0.01 Tree=180 num_leaves=20 num_cat=3 split_feature=25 3 10 18 11 2 15 22 8 0 6 11 1 25 13 24 6 1 2 split_gain=297741 638553 202066 189857 152990 138337 98611.4 92174.8 85390.5 107300 65358.3 61332.9 52246.2 46608.8 56177.6 31683.8 31266.9 29544 4416.89 threshold=0 782.62500000000011 747.99000000000012 334.44375000000008 481.77300000000008 783.48000000000013 10.052750000000001 255.07275000000001 571.7600000000001 783.48000000000013 783.98480000000006 648.37500000000011 84.373000000000005 1 751.80750000000012 2 1043.5418000000002 5.0080000000000009 1048.2900000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 left_child=1 2 3 6 5 7 8 10 9 -1 13 -6 17 15 -15 -2 -12 -8 -7 right_child=4 -3 -4 -5 11 18 12 -9 -10 -11 16 -13 -14 14 -16 -17 -18 -19 -20 leaf_value=0.059926961336587439 0.042563971232592576 1.6289242370312031 1.0623341736793517 0.94347095628579458 0.87163623104095467 0.42539446940788855 -0.13412270722814568 0.6745530165433884 -0.43962183447445141 0.64046413451433182 0.66431888603028799 0.23713192242842454 -0.63134334659576419 -0.0042172417304308972 0.52581325292587278 -0.14906131063002706 0.11184783124923707 0.25901372903869269 0.61155470428466796 leaf_weight=6267 113 26 20 24 25 26 213 20 34 32 21 39 20 126808 20 356 20 21 25 leaf_count=6267 113 26 20 24 25 26 213 20 34 32 21 39 20 126808 20 356 20 21 25 internal_value=0 0.0647362 0.0587007 0.0556644 -0.00381634 -0.00406217 0.0524297 -0.00427069 0.0601784 0.0628762 -0.0043773 0.484985 -0.140771 -0.00450588 -0.00413333 -0.102967 0.394821 -0.0988412 0.516649 internal_weight=0 6657 6631 6611 127473 127409 6587 127358 6333 6299 127338 64 254 127297 126828 469 41 234 51 internal_count=134130 6657 6631 6611 127473 127409 6587 127358 6333 6299 127338 64 254 127297 126828 469 41 234 51 cat_boundaries=0 6 11 12 cat_threshold=2147516416 393216 4 272728192 33562624 32 0 2 4096 16777216 131648 518 is_linear=0 shrinkage=0.01 Tree=181 num_leaves=21 num_cat=2 split_feature=25 3 18 0 11 2 17 15 5 5 9 11 6 3 25 0 8 1 0 2 split_gain=291817 625846 184807 161515 149946 135584 97661.8 88084.6 86278.1 249901 83261.3 60112.4 58337.4 53713.2 52142.3 39057.4 43243.2 32050.5 24229.3 4329 threshold=0 782.62500000000011 334.44375000000008 479.65650000000011 481.77300000000008 783.48000000000013 515.65075000000013 10.052750000000001 364.99000000000007 481.77300000000008 783.98480000000006 648.37500000000011 783.98480000000006 782.62500000000011 1 144.79006000000001 65.185000000000016 8.0855000000000015 783.48000000000013 1048.2900000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 7 5 6 10 8 14 -10 12 -6 13 -2 -1 16 -9 18 -5 -7 right_child=4 -3 -4 17 11 19 -8 15 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.26740383914538796 -0.004481585632963872 1.61263501900893 0.93403628011544537 0.44525773026222404 0.86291985063552856 0.4211405159876897 0.56626512018839525 -0.13826749488642048 1.3186590040297737 0.018732289505004881 0.52239385223388679 0.23476060561644727 0.38221389636015285 -0.34625650115635082 0.048514877513009508 -0.55722772693634037 0.34786948418617253 0.1396030616760254 0.84187141577402758 0.60543915405273441 leaf_weight=102 127213 26 24 43 25 26 30 215 21 50 30 39 39 46 6091 20 20 21 24 25 leaf_count=102 127213 26 24 43 25 26 30 215 21 50 30 39 39 46 6091 20 20 21 24 25 internal_value=0 0.0640888 0.0581137 0.0549319 -0.00377826 -0.00402163 -0.00422806 0.0491873 0.0566039 0.403218 -0.00436248 0.480135 -0.00448662 -0.00460513 0.0526301 -0.132999 -0.0968941 0.480485 0.587328 0.511483 internal_weight=0 6657 6631 6607 127473 127409 127358 6519 6264 71 127328 64 127298 127259 6193 255 235 88 67 51 internal_count=134130 6657 6631 6607 127473 127409 127358 6519 6264 71 127328 64 127298 127259 6193 255 235 88 67 51 cat_boundaries=0 6 11 cat_threshold=2147516416 393216 4 272728192 33562624 32 0 262144 0 0 8192 is_linear=0 shrinkage=0.01 Tree=182 num_leaves=20 num_cat=4 split_feature=25 3 10 11 2 8 17 15 15 24 11 6 25 13 2 24 7 2 8 split_gain=286080 585352 198203 150810 132908 121845 95732.6 76408.7 84394.3 67628.6 56412.8 48326.5 46773.3 55014.7 33248.4 31525.6 29329.2 4242.85 1509.47 threshold=0 782.62500000000011 747.99000000000012 481.77300000000008 783.48000000000013 571.7600000000001 515.65075000000013 16.153000000000002 8.0855000000000015 1 648.37500000000011 783.98480000000006 2 751.80750000000012 120.93775000000001 3 28.919250000000002 1048.2900000000002 804.02882000000011 decision_type=9 2 2 2 2 2 2 2 2 1 2 2 9 2 2 1 2 2 2 left_child=1 2 5 4 6 7 11 8 9 -1 -5 12 15 -14 16 -2 -9 -6 -7 right_child=3 -3 -4 10 17 18 -8 14 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 leaf_value=0.10049416831133506 0.042241897427938817 1.5322710552922001 1.0509688977003098 0.85429066524505615 0.41692911221430856 -0.55771129655838014 0.56060247802734375 -0.12131339539408061 0.68212764588269326 0.034428783643623201 0.24264841732225922 0.34317072808742521 -0.0041795234911300386 0.52033649206161503 -0.46194052543640141 -0.14887300428967387 0.22524479082652502 0.59938475646972655 -0.43485066485404972 leaf_weight=2646 113 27 20 25 26 20 30 191 22 3811 38 40 126646 20 25 357 28 25 20 leaf_count=2646 113 27 20 25 26 20 30 191 22 3811 38 40 126646 20 25 357 28 25 20 internal_value=0 0.0626977 0.0569405 -0.00378078 -0.00402323 0.0540009 -0.00422786 0.0572749 0.0638172 0.0617105 0.485364 -0.0043611 -0.00447044 -0.00409638 -0.116445 -0.103001 -0.0770046 0.506368 -0.496281 internal_weight=0 6810 6783 127320 127257 6763 127206 6723 6479 6457 63 127176 127136 126666 244 470 219 51 40 internal_count=134130 6810 6783 127320 127257 6763 127206 6723 6479 6457 63 127176 127136 126666 244 470 219 51 40 cat_boundaries=0 6 7 12 13 cat_threshold=2147516416 67502080 4 272728192 167780352 32 1840 0 2 4096 16777216 131648 518 is_linear=0 shrinkage=0.01 Tree=183 num_leaves=20 num_cat=3 split_feature=25 3 10 18 6 9 17 8 0 15 0 9 8 25 3 6 25 0 3 split_gain=280452 601682 194035 182532 135145 141797 106019 94499.4 123091 94199.4 73901.3 130411 388422 135766 72241.5 69608.3 42967.6 18879.9 9164.65 threshold=0 782.62500000000011 747.99000000000012 334.44375000000008 657.87500000000011 783.98480000000006 515.65075000000013 571.7600000000001 479.65650000000011 10.052750000000001 65.08550000000001 162.20850000000004 78.765000000000015 1 544.35000000000002 1043.5418000000002 2 783.48000000000013 782.62500000000011 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 left_child=1 2 3 7 5 6 10 8 9 -1 14 13 -13 -12 16 -6 -2 -10 -16 right_child=4 -3 -4 -5 15 -7 -8 -9 17 -11 11 12 -14 -15 18 -17 -18 -19 -20 leaf_value=0.056435004710115692 0.014065070174834967 1.5811860135885385 1.0404591836929322 0.92450584967931104 0.72058833293425739 0.66165579110383987 0.58063624043618478 -0.44641731400238838 0.31689343284158145 -0.14192392344934393 0.12265524153068867 1.4935057125920836 -0.38756275631132581 -0.048304662339267897 -0.19003750279545784 0.017108085372231224 -0.0067896752444540284 0.6267631411552429 -0.4146708495276315 leaf_weight=6217 10803 26 20 24 39 32 31 38 51 249 1008 23 21 849 32 22 114571 32 42 leaf_count=6217 10803 26 20 24 39 32 31 38 51 249 1008 23 21 849 32 22 114571 32 42 internal_value=0 0.0628288 0.0569701 0.0539948 -0.0037036 -0.00392919 -0.00409639 0.0508231 0.0537083 0.0487964 -0.00423873 0.0576439 0.595723 0.0448946 -0.00517648 0.466874 -0.00499212 0.436361 -0.317532 internal_weight=0 6657 6631 6611 127473 127412 127380 6587 6549 6466 127349 1901 44 1857 125448 61 125374 83 74 internal_count=134130 6657 6631 6611 127473 127412 127380 6587 6549 6466 127349 1901 44 1857 125448 61 125374 83 74 cat_boundaries=0 6 12 18 cat_threshold=2147516416 393216 4 272728192 33562624 32 809502208 269489184 541082624 2147483648 16777219 134217728 39059456 70255633 1073883473 671350784 134778882 201351680 is_linear=0 shrinkage=0.01 Tree=184 num_leaves=18 num_cat=1 split_feature=9 25 3 5 1 6 2 8 0 26 15 6 11 3 0 26 3 split_gain=277598 278608 589497 172011 160604 144732 119844 77454 67156.6 64935.8 62652.6 57033.9 54463.5 51673.7 48351.3 42411.4 3294.12 threshold=1023.8910000000002 0 782.62500000000011 364.99000000000007 15.577650000000002 657.87500000000011 1048.2900000000002 571.7600000000001 479.65650000000011 2022.5000000000002 16.153000000000002 1043.5418000000002 751.80750000000012 782.62500000000011 16.253000000000004 2022.5000000000002 1048.2900000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 15 6 12 8 10 -10 -1 -7 13 14 -3 -5 -15 right_child=-2 5 -4 4 -6 11 -8 -9 9 -11 -12 -13 -14 16 -16 -17 -18 leaf_value=0.055908310684413397 1.053259927368164 -0.0055009867004443304 1.5653741249671351 0.58772441024780275 1.2860102124214172 0.71338245379619114 0.71766494253407365 -0.39349409201206309 0.077152085636937345 0.64856737600790482 -0.11253067716760928 0.066984115782238188 0.45339253132159896 -0.25105451237071646 0.025377304060939094 0.065145896120769223 -0.42046172300974527 leaf_weight=6188 25 122011 26 25 20 39 23 39 43 37 229 21 26 22 5291 41 24 leaf_count=6188 25 122011 26 25 20 39 23 39 43 37 229 21 26 22 5291 41 24 internal_value=0 -0.000589519 0.0624727 0.0566662 0.50098 -0.00388336 -0.00411493 0.05082 0.0534871 0.341432 0.0498973 0.487143 -0.00424526 -0.00433869 -0.00421761 0.263092 -0.339441 internal_weight=0 134105 6648 6622 86 127457 127397 6536 6497 80 6417 60 127374 127348 127302 66 46 internal_count=134130 134105 6648 6622 86 127457 127397 6536 6497 80 6417 60 127374 127348 127302 66 46 cat_boundaries=0 6 cat_threshold=2147516416 393216 4 272728192 33562624 32 is_linear=0 shrinkage=0.01 Tree=185 num_leaves=35 num_cat=8 split_feature=25 0 4 2 7 0 5 3 4 5 5 25 4 3 9 2 25 26 9 24 0 25 24 0 7 8 5 2 25 0 24 26 26 26 split_gain=220236 217327 946475 186290 188836 410422 158952 108689 68652.9 63196.4 84273.6 55539.5 69173.7 57402.3 112543 67733.5 52688.6 51442.9 50733.1 50258.3 32592.5 84411.2 84034.5 28626.5 26485.5 25361.2 86389 24864.2 24690.6 16378.6 7277.23 4195.28 2542.91 1050.62 threshold=0 431.47500000000008 199.59643500000001 783.48000000000013 441.87500000000006 10.886250000000002 52.149000000000008 782.62500000000011 783.48000000000013 364.99000000000007 650.90000000000009 1 49.484000000000009 36.902000000000008 233.76189000000002 271.95250000000004 2 2022.5000000000002 783.98480000000006 3 36.902000000000008 4 5 783.48000000000013 783.98480000000006 102.1075 143.66840000000002 648.37500000000011 6 643.62800000000016 7 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 1 2 9 1 2 2 2 2 2 9 2 1 2 2 2 left_child=1 3 6 4 8 24 17 11 9 18 -11 12 19 20 15 16 -15 23 -1 30 25 22 -22 -3 -6 27 -27 -13 -23 -19 33 -21 -32 -2 right_child=7 2 -4 -5 5 -7 -8 -9 -10 10 -12 13 -14 14 -16 -17 -18 29 -20 31 21 28 -24 -25 -26 26 -28 -29 -30 -31 32 -33 -34 -35 leaf_value=0.025098332079878178 0.070805809922414281 0.27855052057902019 2.4354007110595703 0.71074840337038037 -0.036403657141185944 1.7493771638870239 0.90390371867588581 -0.62848790475300387 -0.41104515552520754 0.43507711626234513 -0.090180762012799592 -0.0067488401888759521 0.48055623888969423 0.10479514557754202 0.7948469462394715 0.56887838681538905 -0.0041781018314145085 -0.50701185589744935 -0.41696818791902984 -0.15772367412629335 -0.027940025777991762 -0.079308998105391645 0.22312199716853987 -0.15512870498325515 0.37469546699523926 0.038502945474191218 0.71080390977859498 -0.30478047234671457 0.015479373310421929 -0.12818748130798341 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114 17190 629 114073 2135 582 68 67 111938 451 111487 1553 46 250 379 102 148 cat_boundaries=0 6 11 16 17 21 22 28 29 cat_threshold=2182119424 131091 24644 953254016 134385731 134234241 0 262144 135168 1090519040 532992 8406528 2080 543162624 4 16777216 2768 553648128 4128 138413056 2147614720 421 2105348 1051904 273 8196 33570816 16 2688 is_linear=0 shrinkage=0.01 Tree=186 num_leaves=43 num_cat=12 split_feature=25 0 4 7 0 5 3 24 0 0 9 5 1 25 25 4 3 9 25 26 24 7 5 25 1 24 7 0 25 24 10 0 1 9 25 0 24 26 26 26 26 26 split_gain=215851 213002 927640 180315 333156 155789 106526 62833.8 87928.9 264191 196311 112651 639332 82437.7 54434.5 67797.2 56270.4 110444 52230.1 50419.2 49258.1 47017.6 64817.9 51832.7 46791.5 35537 32441.5 31953.9 82887.8 83593 33517.9 28056.9 26631.5 25250.4 22451.8 16052.7 7132.41 4111.79 2492.31 1800.54 1029.72 424.334 threshold=0 431.47500000000008 199.59643500000001 441.87500000000006 14.496990000000002 52.149000000000008 782.62500000000011 1 7.2255000000000011 8.3632500000000025 9.2947500000000023 79.77300000000001 110.64500000000001 2 3 49.484000000000009 36.902000000000008 205.70000000000002 4 2022.5000000000002 5 95.913750000000007 27.642500000000005 6 362.49400000000003 7 783.98480000000006 36.902000000000008 8 9 123.63700000000001 783.48000000000013 48.621081000000011 553.50000000000011 10 643.62800000000016 11 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 1 2 2 2 2 2 9 9 2 2 2 9 2 1 2 2 9 2 1 2 2 9 1 2 2 2 2 9 2 1 2 2 2 2 2 left_child=1 3 5 7 26 19 14 13 11 -10 -11 18 -13 25 15 20 27 21 -9 31 36 23 -23 -18 32 41 -5 33 29 -29 -30 -3 -15 34 -16 -21 40 -22 -38 -27 -2 -1 right_child=6 2 -4 4 -6 -7 -8 8 9 10 -12 12 -14 24 16 -17 17 -19 -20 35 37 22 -24 -25 -26 39 -28 28 30 -31 -32 -33 -34 -35 -36 -37 38 -39 -40 -41 -42 -43 leaf_value=0.20666395911983415 0.070097744628174669 0.27576499938964844 2.4110467033386231 -0.020241118364555891 1.6141813182830811 0.89486463546752937 -0.62220303262983057 0.014928469087367273 1.0262473349080932 0.049862977444088373 0.4707877908828782 0.070214216012373529 1.504609601918389 -0.040895861206816979 0.006737258458495864 0.47575065708160402 0.13884927709900877 0.66060973792240529 0.078095431143817631 -0.50194173358735583 -0.15614643838094627 0.054340625078905198 0.6896579745182625 0.0043742697250239611 -0.51940364885330204 0.049391266663869227 0.42721859088310832 0.37824868302609099 -0.0058791105686582324 0.067984463507692286 0.39617107300531296 -0.15357741729072902 0.11761158973247081 -0.30149414621550463 -0.0079081168504351543 -0.12690560722351074 -0.016486163240797977 -0.22204998886890903 -0.11565396430275657 -0.01226213150024414 0.017338625462849935 0.23603538924769354 leaf_weight=102 73 45 20 43 20 21 28 11388 31 1117 123 361 34 2352 11683 20 343 29 1472 21 184 42 26 1542 20 90 26 112 1647 355 21 23 111 29 100226 25 47 195 55 100 75 95 leaf_count=102 73 45 20 43 20 21 28 11388 31 1117 123 361 34 2352 11683 20 343 29 1472 21 184 42 26 1542 20 90 26 112 1647 355 21 23 111 29 100226 25 47 195 55 100 75 95 internal_value=0 0.0320517 0.401141 0.0287982 0.477763 0.103377 -0.00546956 0.0265012 0.0349349 0.114412 0.091616 0.0273403 0.193681 -0.0162494 -0.00532206 -0.0959544 -0.00480654 0.0480191 0.0222311 -0.0424234 -0.115658 0.0389227 0.297256 0.0296035 -0.0375131 0.117688 0.148367 -0.0057248 0.0325983 0.148765 -0.000812457 0.130546 -0.0337524 -0.00645574 -0.00637928 -0.298118 -0.00276264 -0.185169 -0.0637127 0.016095 0.0406173 0.21016 internal_weight=0 17640 155 17485 89 135 116732 17396 14526 1271 1240 13255 395 2870 116704 649 116055 1982 12860 114 629 1953 68 1885 2483 387 69 114073 2135 467 1668 68 2463 111938 111909 46 250 379 102 190 148 197 internal_count=134372 17640 155 17485 89 135 116732 17396 14526 1271 1240 13255 395 2870 116704 649 116055 1982 12860 114 629 1953 68 1885 2483 387 69 114073 2135 467 1668 68 2463 111938 111909 46 250 379 102 190 148 197 cat_boundaries=0 6 7 13 18 24 25 30 31 35 36 42 43 cat_threshold=2182119424 131091 24644 953254016 134385731 134234241 640 2147483648 131088 8260 403701888 32768 1 0 262144 135168 1090519040 532992 33587200 131088 24640 940572672 32769 134234113 2768 8406016 2048 541065216 4 16777216 512 536870912 4096 138413056 131072 1048 4210820 607126848 1082393361 2148405248 37750784 67117584 2688 is_linear=0 shrinkage=0.01 Tree=187 num_leaves=35 num_cat=10 split_feature=25 5 2 8 3 5 3 7 4 17 5 25 4 3 13 2 24 25 24 25 24 25 2 12 25 7 3 4 26 24 26 26 26 5 split_gain=211556 194830 175403 141349 289885 110954 104414 92472.5 104124 56536.4 244891 53377.1 66448 54759.8 97748.3 97793.2 48277.9 45255.1 42432.9 28712.5 42690.6 44714.5 31391.3 73799.3 28920.1 21375 20840 12789 12283.7 6990.48 4029.96 2442.71 1009.22 597.682 threshold=0 364.99000000000007 783.48000000000013 1.6365000000000003 8.3632500000000025 441.68000000000006 782.62500000000011 657.87500000000011 650.90000000000009 25.470000000000002 124.30625000000002 1 49.484000000000009 36.902000000000008 207.35339000000002 211.13750000000002 2 3 4 5 6 7 106.38320000000003 16.270455000000002 8 441.87500000000006 161.46750000000003 1066.3056000000001 2022.5000000000002 9 2022.5000000000002 2022.5000000000002 2022.5000000000002 650.90000000000009 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 9 1 9 1 9 2 2 9 2 2 2 2 1 2 2 2 2 left_child=1 2 7 4 5 -3 11 8 9 18 -11 12 16 19 15 17 29 -15 -1 20 21 -13 25 -24 -22 -21 -17 -10 -7 32 -18 -31 -2 -30 right_child=6 3 -4 -5 -6 28 -8 -9 27 10 -12 13 -14 14 -16 26 30 -19 -20 22 24 -23 23 -25 -26 -27 -28 -29 33 31 -32 -33 -34 -35 leaf_value=-0.0057115337416287701 0.069396775585331333 0.82043359206273014 0.68204054663820968 -0.2877904877295861 1.3815731817881267 0.22900347533049406 -0.61598099776676729 0.47495710435120958 0.33228201738217983 0.079933174278751115 1.1484617084005604 0.07647025829893217 0.47099317836761473 0.13442259994865693 0.69545060520586766 0.75737081289291386 -0.15458497254744821 0.0070149019155117155 0.031039156917134481 -0.0087158865336584707 -0.050103243920724322 0.011776676431202716 0.04775772395675168 0.6338501563279525 -0.0025796094788122308 0.31823823130130768 0.30086205053329468 0.63574941907610216 -0.077343714887445625 -0.016321300344264253 -0.21982948956122766 -0.11449742403897373 0.017165240160624186 -0.0051836558183034264 leaf_weight=4178 73 26 41 26 30 27 28 46 41 318 23 1201 20 329 23 20 184 1594 12681 89205 1413 9192 326 23 12825 20 20 21 22 47 195 55 75 24 leaf_count=4178 73 26 41 26 30 27 28 46 41 318 23 1201 20 329 23 20 184 1594 12681 89205 1413 9192 326 23 12825 20 20 21 22 47 195 55 75 24 internal_value=0 0.0318757 0.0287404 0.384858 0.520431 0.259479 -0.0053927 0.0271928 0.0259996 0.0245251 0.152004 -0.00524684 -0.0949949 -0.00473695 0.0473218 0.0397279 -0.114502 0.0295482 0.0219466 -0.00564266 0.00391901 0.0193189 -0.00827144 0.0863827 -0.00732778 -0.0086426 0.529116 0.435069 0.0596866 -0.00273501 -0.183317 -0.0630755 0.0402111 -0.039695 internal_weight=0 17504 17349 155 129 99 116868 17308 17262 17200 341 116840 649 116191 1986 1963 629 1923 16859 114205 24631 10393 89574 349 14238 89225 40 62 73 250 379 102 148 46 internal_count=134372 17504 17349 155 129 99 116868 17308 17262 17200 341 116840 649 116191 1986 1963 629 1923 16859 114205 24631 10393 89574 349 14238 89225 40 62 73 250 379 102 148 46 cat_boundaries=0 6 11 12 17 18 24 25 31 37 38 cat_threshold=2182119424 131075 24644 416383104 134385731 134234241 0 262144 135168 1090519040 532992 2768 1024 2048 541065472 4 16777216 644 536887428 607126864 1241777552 2685276160 54525952 67109392 625 0 67109120 262400 655360 33554432 512 0 67109120 256 524288 33554432 512 2688 is_linear=0 shrinkage=0.01 Tree=188 num_leaves=37 num_cat=4 split_feature=25 0 4 2 7 0 5 6 5 6 25 4 4 13 4 25 5 0 16 25 7 0 7 1 6 0 1 2 0 7 5 2 13 7 1 0 split_gain=207356 207888 907209 178609 179288 395207 151852 89018.8 186564 70276.7 66668.4 66830.2 60014.2 42246.1 41021.5 89563.8 94323 62888.7 38898.5 29474.6 37318.2 27090.7 25079.1 24662.8 24294.9 15950.6 15046.9 6930.84 16499.2 5301.82 5143.4 4717.45 4630.79 1846.39 1648.22 88.4203 threshold=0 431.47500000000008 199.59643500000001 783.48000000000013 441.87500000000006 10.886250000000002 52.149000000000008 442.27000000000004 48.662000000000006 546.86500000000012 1 32.258600000000008 783.48000000000013 362.49400000000003 73.786500000000018 2 186.22625000000002 98.970000000000013 389.63011200000005 3 260.15900000000005 172.45500000000001 783.98480000000006 480.00160000000005 442.27000000000004 108.06300000000002 114.05000000000001 55.624050000000011 783.48000000000013 32.258600000000008 28.887157000000002 94.530000000000015 543.20000000000016 364.41700000000009 46.726464000000014 542.34225000000004 decision_type=9 2 2 2 2 2 2 2 2 2 9 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 left_child=1 3 6 4 7 22 27 12 9 -9 11 29 18 14 19 16 17 -16 -1 23 21 -21 -6 24 -12 26 -17 28 35 30 31 34 -15 -22 -2 -3 right_child=10 2 -4 -5 5 -7 -8 8 -10 -11 13 -13 -14 32 15 25 -18 -19 -20 20 33 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 leaf_value=0.022708691233758866 -0.11683727981941551 0.073707076763284626 2.3836959686279298 0.69565971672534943 -0.038010381744021465 1.7130982084274291 0.88300220217023584 0.5386864092826843 1.1870063347816469 -0.10649137496948242 0.0036367242804292671 0.44771257400512698 -0.4033409397529833 0.18870151347584194 0.077785692656467065 -0.028568579948965521 0.64012487499337456 0.47330303112665811 0.30203545684814453 -0.0089616927575584329 0.17513479270935059 0.1170318983730517 0.36202512130737302 -0.2515805799082706 -0.27204988941550257 -0.28695562611455505 0.25111011433601382 -0.21140600395202636 -0.19526755209892027 -0.30127199125289916 -0.29212896490097046 -0.27856447935104373 0.36802868877847994 0.28765572391237532 -0.2004266044616699 0.097475902613471541 leaf_weight=17178 418 29 20 40 42 20 21 25 20 52 29762 20 33 36 377 504 38 45 50 85079 25 171 25 38 32 23 20 20 31 20 20 20 24 35 25 34 leaf_count=17178 418 29 20 40 42 20 21 25 20 52 29762 20 33 36 377 504 38 45 50 85079 25 171 25 38 32 23 20 20 31 20 20 20 24 35 25 34 internal_value=0 0.0314154 0.396047 0.028201 0.0266705 0.479496 0.10158 0.0244009 0.326492 0.102982 -0.00536018 -0.116949 0.0227033 -0.00484795 -0.00498541 0.0585623 0.159465 0.119962 0.0235194 -0.00554118 -0.0085325 -0.00870897 0.111257 0.0030149 0.00334063 -0.0286828 -0.0178938 -0.042366 -0.00640009 -0.141726 -0.135119 -0.128337 0.260432 0.240772 -0.121555 0.0865347 internal_weight=0 17640 155 17485 17445 87 135 17358 97 77 116732 523 17261 116209 116149 1007 460 422 17228 115142 85310 85250 67 29832 29794 547 524 114 94 503 483 463 60 60 443 63 internal_count=134372 17640 155 17485 17445 87 135 17358 97 77 116732 523 17261 116209 116149 1007 460 422 17228 115142 85310 85250 67 29832 29794 547 524 114 94 503 483 463 60 60 443 63 cat_boundaries=0 6 11 16 22 cat_threshold=2182119424 131091 24644 953254016 134385731 134234241 0 0 4096 16777216 8704 805307904 537923616 671089664 2147483648 16777216 536887940 607126848 1241778065 921600 50333696 67109392 is_linear=0 shrinkage=0.01 Tree=189 num_leaves=30 num_cat=0 split_feature=0 4 2 7 5 1 12 17 3 4 1 1 2 3 11 7 0 5 3 4 2 2 11 17 1 2 4 1 3 split_gain=177966 375757 357456 265969 90394.6 299684 324673 125216 56242.3 63570.5 73243.4 112032 70818.2 54010.8 46582 50019.8 40306.8 255835 52063.6 34046.8 55443.3 30961.2 81515.2 31115.8 26264.8 22529.3 12326.1 11570.9 3168.67 threshold=33.677000000000014 398.32578000000007 543.20000000000016 482.16800000000006 171.57300000000001 172.67400000000001 103.09600000000002 36.714000000000006 400.11250000000007 93.065000000000012 12.813018000000001 26.014500000000009 1048.2900000000002 400.11250000000007 103.16100000000002 110.69500000000002 431.47500000000008 120.129 48.64650000000001 314.37500000000006 43.772500000000008 63.564000000000007 70.7119 515.65075000000013 333.22462000000002 70.64500000000001 52.021000000000008 3.2775000000000007 650.90000000000009 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 left_child=4 2 3 13 8 6 7 19 9 12 14 -12 21 16 15 -11 18 -18 -2 20 -6 23 -23 -1 -13 26 27 28 -10 right_child=1 -3 -4 -5 5 -7 -8 -9 25 10 11 24 -14 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 leaf_value=-0.0040217898101009312 0.02564942086018129 1.0984770951611655 1.1446828098297119 1.0766766914367676 -0.017209287622536651 1.0750747711427751 1.3203059310913086 0.74816058034482213 -0.083326031421792915 0.014146463662418583 0.93561730238524354 0.22451622329316701 -0.57078866072676404 -0.34369852993223404 0.51764182782173163 0.35934217358177356 0.06987357911830995 1.2547678399086 0.17057578868360768 -0.35796604926769549 0.35702167377915495 0.028856899759666044 0.49160613261736358 0.27150795587679233 -0.16916647043079139 -0.41826919287443159 -0.35823839879035951 0.11203992366790771 -0.19029264216153127 leaf_weight=126944 3157 35 30 25 499 31 20 23 58 913 22 111 22 36 20 44 205 20 269 26 43 1591 39 41 20 32 20 23 53 leaf_count=126944 3157 35 30 25 499 31 20 23 58 913 22 111 22 36 20 44 205 20 269 26 43 1591 39 41 20 32 20 23 53 internal_value=0 0.067146 0.0574997 0.0487132 -0.00248229 0.115886 0.0672196 0.024814 -0.00306706 -0.00281799 0.0718594 0.275304 -0.00347399 0.041743 0.0399996 0.0300175 0.0455436 0.175198 0.0370286 -0.00447644 0.0124806 -0.00337695 0.0399288 -0.00393283 0.164412 -0.176833 -0.126664 -0.0921008 -0.1344 internal_weight=0 3777 3742 3712 130595 642 611 591 129953 129767 1130 153 128637 3687 977 957 3651 225 3426 568 542 128615 1630 126985 131 186 154 134 111 internal_count=134372 3777 3742 3712 130595 642 611 591 129953 129767 1130 153 128637 3687 977 957 3651 225 3426 568 542 128615 1630 126985 131 186 154 134 111 is_linear=0 shrinkage=0.01 Tree=190 num_leaves=24 num_cat=3 split_feature=5 3 2 25 4 11 0 8 5 25 6 6 9 11 11 9 14 3 25 2 17 5 11 split_gain=275183 1.67771e+06 286959 169401 214397 166211 146037 103394 126309 88273.5 83026.2 478954 350657 77563.6 62780.5 56108.5 54594.4 53974.1 42214.5 79148.3 36911.8 25830.1 16082.3 threshold=171.57300000000001 482.64500000000004 1048.2900000000002 0 783.48000000000013 398.32578000000007 431.47500000000008 120.129 254.90500000000003 1 8.0855000000000015 10.186500000000001 10.875375000000002 34.741500000000009 13.713750000000003 783.98480000000006 1.1692000000000002 650.90000000000009 2 543.20000000000016 365.86000000000007 232.66575000000003 543.53000000000009 decision_type=2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=2 5 3 4 10 6 7 9 -9 13 14 -12 -13 -2 16 17 -1 18 20 -20 -5 -11 -16 right_child=1 -3 -4 15 -6 -7 -8 8 -10 21 11 12 -14 -15 22 -17 -18 -19 19 -21 -22 -23 -24 leaf_value=0.041046381771733413 0.26060092502144822 3.0488028507232667 0.91787073016166687 0.0051082139391835603 0.93099032225432232 0.98985602106366843 0.88912736957723437 0.98295430806966932 0.050989935614845966 0.050504984229150479 1.6012616196545688 -0.015045996585290489 0.65437646257116444 -0.36694915034554221 -0.082329776375524466 0.50102158329703594 -0.10260728152999044 -0.32928777245914231 -0.0076992737693508404 0.62145097064971921 0.41484700918197631 -0.11696537147637365 -0.33257928575788226 leaf_weight=7674 188 20 34 35235 27 21 22 26 33 137 22 467 94 22 310 22 274 51 89378 20 22 281 28 leaf_count=7674 188 20 34 35235 27 21 22 26 33 137 22 467 94 22 310 22 274 51 89378 20 22 281 28 internal_value=0 0.19138 -0.000705347 -0.000939074 0.0411959 0.113095 0.0871259 0.0614432 0.461686 0.0238408 0.0385335 0.153881 0.097121 0.186 0.0304177 -0.00394726 0.0360941 -0.00403666 -0.00390359 -0.00755768 0.00536237 -0.0606264 -0.103061 internal_weight=0 750 133658 133624 8896 730 709 687 59 628 8869 583 561 210 8286 124728 7948 124706 124655 89398 35257 418 338 internal_count=134408 750 133658 133624 8896 730 709 687 59 628 8869 583 561 210 8286 124728 7948 124706 124655 89398 35257 418 338 cat_boundaries=0 6 9 15 cat_threshold=2153021440 67371011 8452 14417920 34251264 8833 33280 135168 1280 570442240 538968144 134366800 2952954240 151015427 134496272 is_linear=0 shrinkage=0.01 Tree=191 num_leaves=27 num_cat=5 split_feature=5 3 1 5 2 25 4 15 3 24 8 6 6 7 24 5 8 3 25 13 2 24 26 15 8 8 split_gain=269707 1.64433e+06 392046 327401 281248 166030 210130 145253 129616 115562 281159 81374 469423 242082 75102.2 70952.3 70737.5 52929 44297.6 105356 63609.6 42688.9 37578.3 34477.2 32200.3 19737.2 threshold=171.57300000000001 482.64500000000004 161.49750000000009 364.99000000000007 1048.2900000000002 0 783.48000000000013 80.62775000000002 8.0190000000000019 1 108.67800000000001 8.0855000000000015 10.186500000000001 336.69250000000005 2 96.412400000000005 57.824125000000009 650.90000000000009 3 543.20000000000016 543.20000000000016 4 2022.5000000000002 441.00000000000006 166.11250000000004 28.386000000000006 decision_type=2 2 2 2 2 9 2 2 2 1 2 2 2 2 1 2 2 2 9 2 2 1 2 2 2 2 left_child=4 2 7 8 5 6 11 9 -4 10 22 14 -13 -14 15 -1 -16 18 19 21 23 -7 -2 -20 25 -11 right_child=1 -3 3 -5 -6 17 -8 -9 -10 24 -12 12 13 -15 16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 leaf_value=-0.028812545250324999 0.2383562585209193 3.0183148555755617 -0.29185210800170902 1.7187869644165039 0.90869200159521668 -0.013850211305930418 0.92168040981999155 0.74317191260201598 0.83300180435180671 -0.092924491499511291 1.320134542942047 1.5852489848570392 0.056209057338136408 1.1765478768348694 0.053550317711079057 0.56976779294013979 -0.13271367935207784 -0.32599489642124552 -0.0077496882182664355 0.66804599118729424 0.5427806141262963 0.011594768977453592 -0.029621561085145305 0.37947050384853198 -0.45353344758351649 0.22994678699970245 leaf_weight=2006 89 20 20 26 34 8770 27 28 21 355 20 22 541 20 6049 20 211 51 89360 24 21 26479 127 23 24 20 leaf_count=2006 89 20 20 26 34 8770 27 28 21 355 20 22 541 20 6049 20 211 51 89360 24 21 26479 127 23 24 20 internal_value=0 0.189467 0.111964 0.840962 -0.000698293 -0.000929683 0.0407839 0.0382944 0.284293 0.00721323 0.17827 0.0381482 0.152342 0.0961498 0.0301135 -0.0227911 0.0471967 -0.00390779 -0.00377635 0.00571273 -0.00751992 0.00526338 0.0807952 -0.00765005 -0.0960246 -0.0757047 internal_weight=0 750 730 67 133658 133624 8896 663 41 635 236 8869 583 561 8286 2026 6260 124728 124677 35273 89404 35249 216 89383 399 375 internal_count=134408 750 730 67 133658 133624 8896 663 41 635 236 8869 583 561 8286 2026 6260 124728 124677 35273 89404 35249 216 89383 399 375 cat_boundaries=0 6 7 8 14 15 cat_threshold=2153021440 67371011 8452 14417920 34251264 8833 1601 385 570442240 538968144 134366800 2952954240 151015427 134496272 2432 is_linear=0 shrinkage=0.01 Tree=192 num_leaves=26 num_cat=4 split_feature=5 3 1 5 2 25 4 15 3 24 8 6 6 9 24 5 8 9 3 25 2 1 8 5 8 split_gain=264340 1.6116e+06 384244 320886 275652 162726 205949 142362 127036 113262 275564 79754.6 460081 343286 73607.7 69540.3 69329.8 54859 51847.1 40523.6 76208.2 46362.6 31559.5 30015.1 19344.4 threshold=171.57300000000001 482.64500000000004 161.49750000000009 364.99000000000007 1048.2900000000002 0 783.48000000000013 80.62775000000002 8.0190000000000019 1 108.67800000000001 8.0855000000000015 10.186500000000001 10.875375000000002 2 96.412400000000005 57.824125000000009 783.98480000000006 650.90000000000009 3 543.20000000000016 789.60480000000007 166.11250000000004 481.77300000000008 28.386000000000006 decision_type=2 2 2 2 2 9 2 2 2 1 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 left_child=4 2 7 8 5 6 11 9 -4 10 23 14 -13 -14 15 -1 -16 18 19 21 -21 -7 24 -2 -11 right_child=1 -3 3 -5 -6 17 -8 -9 -10 22 -12 12 13 -15 16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 leaf_value=-0.028524419971085263 0.022072044563875803 2.9881316967010498 -0.28893359279632569 1.701599142368023 0.89960508510470394 0.0049539918938563106 0.91246362226980704 0.73574018750871928 0.8246717680068244 -0.091995246578270282 1.3069331827163697 1.5693965072794394 -0.015793489623631349 0.64655550634924397 0.053014814380274895 0.56407012057304384 -0.13138654183437473 0.49544583060524683 -0.32273494439966544 -0.0075457803877504509 0.60980865049362176 0.44462331692377727 -0.44899811029434206 0.31992180971872236 0.22764732027053833 leaf_weight=2006 174 20 20 26 34 35233 27 28 21 355 20 22 467 94 6049 20 211 22 51 89378 20 24 24 42 20 leaf_count=2006 174 20 20 26 34 35233 27 28 21 355 20 22 467 94 6049 20 211 22 51 89378 20 24 24 42 20 internal_value=0 0.187572 0.110844 0.832552 -0.000691312 -0.000920388 0.0403761 0.0379115 0.28145 0.00714109 0.176487 0.0377667 0.150819 0.0951883 0.0298124 -0.0225632 0.0467247 -0.00386871 -0.00395711 -0.00382669 -0.00740684 0.00525179 -0.0950644 0.0799873 -0.0749476 internal_weight=0 750 730 67 133658 133624 8896 663 41 635 236 8869 583 561 8286 2026 6260 124728 124706 124655 89398 35257 399 216 375 internal_count=134408 750 730 67 133658 133624 8896 663 41 635 236 8869 583 561 8286 2026 6260 124728 124706 124655 89398 35257 399 216 375 cat_boundaries=0 6 7 8 14 cat_threshold=2153021440 67371011 8452 14417920 34251264 8833 1601 385 570442240 538968144 134366800 2952954240 151015427 134496272 is_linear=0 shrinkage=0.01 Tree=193 num_leaves=42 num_cat=8 split_feature=5 3 24 4 25 4 8 5 7 5 26 6 6 0 24 3 3 8 25 4 25 6 0 5 5 25 5 5 25 9 17 0 0 6 5 24 0 9 4 26 3 split_gain=259079 1.57953e+06 204447 232722 167684 200932 157707 136308 94733.7 83496.2 99039 70948.2 208648 60306.7 221304 388690 75461.7 53417 53299 111878 53198.9 96496.7 55207 45706.7 112340 43708.7 36804 47102.8 35932.8 119060 36371.9 35032.6 87134.9 32498 28949.4 28349.7 25728.9 25003.1 19795.5 9246.61 5399.41 threshold=171.57300000000001 482.64500000000004 0 335.81400000000008 1 783.48000000000013 120.129 364.99000000000007 657.87500000000011 441.68000000000006 2022.5000000000002 400.11250000000007 657.87500000000011 65.08550000000001 2 13.784355000000003 782.62500000000011 257.37000000000006 3 30.573250000000005 4 52.968160000000005 431.47500000000008 111.98700000000001 131.24220000000003 5 223.35100000000003 191.43400000000005 6 482.64500000000004 407.74900000000008 95.355000000000004 110.69500000000002 13.798453500000003 38.037500000000009 7 114.27500000000002 553.50000000000011 44.972850000000008 2022.5000000000002 20.426500000000004 decision_type=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 9 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 left_child=4 2 6 17 5 8 7 26 11 -9 -11 23 -13 16 15 31 28 18 19 -4 21 22 -16 25 -25 -1 27 -2 29 35 37 39 -33 34 -22 -6 -20 -30 -35 -15 -28 right_child=1 -3 3 -5 13 -7 -8 9 -10 10 -12 12 -14 14 20 -17 -18 -19 36 -21 33 -23 -24 24 -26 -27 40 -29 30 -31 -32 32 -34 38 -36 -37 -38 -39 -40 -41 -42 leaf_value=0.22658082082997197 -0.027016805218112085 2.9582503738403321 -0.010460576716764473 0.9787693522193216 0.016094308791994156 0.9033389766127975 0.98941050678491593 1.0353353074880747 0.55122076802783537 0.81072847472296816 -0.00050648619146908039 0.93087503303181041 -0.16996341917249894 0.10572625534402001 0.041234793896702204 1.3878524272672592 -0.49778117672089606 -0.58032953119277952 -0.09304619194732773 0.82471185541152947 -0.020459269325855449 0.7826633424758912 0.51733785665952237 0.78972728632114553 -0.068787726129804341 0.02980808946977441 -0.10487775389762487 0.51582764878417509 -0.0070972654873681434 0.63589878304799397 0.39947867155075073 0.84017982745624109 0.16915859648438752 -0.10871175787960871 0.26830371644347906 -0.0051036746581112832 -0.44784615603360267 -0.35218833423796159 -0.41097620820999148 -0.13198585462570189 0.064554472703200125 leaf_weight=105 31 20 81 22 12672 27 32 26 36 27 34 33 36 36 385 31 31 20 288 20 975 20 26 27 35 8310 68 33 97931 30 22 23 122 78 36 12550 22 21 30 30 26 leaf_count=105 31 20 81 22 12672 27 32 26 36 27 34 33 36 36 385 31 31 20 288 20 975 20 26 27 35 8310 68 33 97931 30 22 23 122 78 36 12550 22 21 30 30 26 internal_value=0 0.185696 0.109736 -0.0239237 -0.000684399 0.0419781 0.317714 0.24295 0.0393171 0.560818 0.358565 0.0371607 0.356525 -0.00362457 0.0539695 0.328696 -0.00446221 -0.0756603 -0.0511022 0.140963 0.00889858 0.101994 0.0713532 0.0345612 0.305082 0.032568 0.067921 0.252887 -0.0043381 0.00629732 -0.00707921 0.188664 0.275596 -0.0275444 -0.0101769 0.00555094 -0.114531 -0.00717125 -0.192674 -0.0023247 -0.0580135 internal_weight=0 750 730 453 133658 8609 277 245 8582 87 61 8546 69 125049 1792 242 123257 431 411 101 1550 431 411 8477 62 8415 158 64 123226 25252 97974 211 145 1119 1011 25222 310 97952 108 66 94 internal_count=134408 750 730 453 133658 8609 277 245 8582 87 61 8546 69 125049 1792 242 123257 431 411 101 1550 431 411 8477 62 8415 158 64 123226 25252 97974 211 145 1119 1011 25222 310 97952 108 66 94 cat_boundaries=0 1 7 8 13 18 23 29 30 cat_threshold=1601 2153021440 67371011 8452 6029312 34251264 8833 18 512 0 17408 0 1 327172608 268570656 675287040 0 16777216 0 262144 0 0 8192 33571328 540016720 149072 3095429508 134240258 134496272 1141 is_linear=0 shrinkage=0.01 Tree=194 num_leaves=27 num_cat=5 split_feature=5 3 1 5 2 25 4 24 8 3 4 5 6 6 9 24 5 25 9 7 3 6 25 9 5 1 split_gain=253923 1.5481e+06 374893 313766 269695 156330 198221 134977 251940 124247 88217.6 286342 69981.2 455476 326817 73303.5 67647.6 67560.8 63605.2 50201 49458.9 39815.2 39280.2 26851.5 22674.9 13146.2 threshold=171.57300000000001 482.64500000000004 161.49750000000009 364.99000000000007 1048.2900000000002 0 783.48000000000013 1 120.129 8.0190000000000019 28.239500000000003 364.99000000000007 8.0855000000000015 10.186500000000001 10.875375000000002 2 96.412400000000005 3 783.98480000000006 108.593 650.90000000000009 783.98480000000006 4 48.760000000000012 316.16700000000009 5.1060000000000008 decision_type=2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 1 2 9 2 2 2 2 9 2 2 2 left_child=4 2 7 9 5 6 12 8 10 -4 25 -12 15 -14 -15 16 -1 -17 20 23 21 22 -7 24 -9 -2 right_child=1 -3 3 -5 -6 18 -8 19 -10 -11 11 -13 13 14 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=-0.028142975988269883 0.032341917484694602 2.9286678752899173 -0.28753138923645016 1.6808609771728515 0.88983808222938987 0.0050302949767846907 0.8943056018264206 -0.033488783754714549 1.0176480588316918 0.81378196125938784 -0.11724647917066301 1.3386627416177228 1.552713658755476 -0.019074278639763902 0.61677944551116415 0.18011734105772892 0.55623158311843879 0.037652577517866458 0.546441600436256 -0.60384923315048222 -0.31840060882568361 0.43156405675978887 -0.007438455656711313 0.22077961765802823 -0.22123325988520748 -0.22284713246605614 leaf_weight=2078 245 20 20 26 34 35276 27 146 32 21 35 22 22 485 97 344 20 6199 21 20 50 21 88984 26 115 22 leaf_count=2078 245 20 20 26 34 35276 27 146 32 21 35 22 22 485 97 344 20 6199 21 20 50 21 88984 26 115 22 internal_value=0 0.183839 0.108638 0.82151 -0.000677355 -0.000903942 0.0386848 0.0365987 0.166483 0.276556 0.0875558 0.444683 0.0362278 0.140292 0.0869013 0.0289538 -0.0224651 0.0454061 -0.00385858 -0.115672 -0.00395184 -0.00382533 -0.00389891 -0.0856826 -0.116211 0.0113151 internal_weight=0 750 730 67 133658 133624 9272 663 356 41 324 57 9245 604 582 8641 2098 6543 124352 307 124331 124281 124260 287 261 267 internal_count=134408 750 730 67 133658 133624 9272 663 356 41 324 57 9245 604 582 8641 2098 6543 124352 307 124331 124281 124260 287 261 267 cat_boundaries=0 6 7 8 13 19 cat_threshold=2153021440 69468163 8452 14417920 34251264 25217 1889 385 0 262146 4 0 33693696 570442256 536870992 134366800 2952954272 151015427 134479888 is_linear=0 shrinkage=0.01 Tree=195 num_leaves=18 num_cat=2 split_feature=3 1 6 9 4 24 3 5 0 4 4 24 18 20 0 1 0 split_gain=309667 151468 233216 163441 130227 128075 242669 283040 98534 144899 166652 67145.2 54225.8 52465.7 45336.5 60861.2 51084 threshold=1048.2900000000002 92.530000000000015 400.11250000000007 1023.8910000000002 1066.3056000000001 0 336.88000000000005 191.43400000000005 38.080000000000005 335.81400000000008 232.66575000000003 1 484.61250000000007 324.92500000000007 332.15050000000008 789.60480000000007 1.2105000000000004 decision_type=2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 left_child=1 3 5 4 8 6 7 11 12 10 -10 -3 13 -1 15 16 -7 right_child=-2 2 -4 -5 -6 14 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.0031952718838621453 0.92743276596069335 -0.008453482335356817 0.98348511860288423 0.8071375518798829 0.66855047201288165 0.045764815355106986 1.239843078000205 1.2647661191766912 0.053331934215012415 -0.79468839931488033 0.96910910034179698 0.19480201248322901 0.39057819557189943 0.37342083853644298 0.37624719588987293 -0.44808774732774304 -0.13498576554437963 leaf_weight=129508 36 282 29 25 29 659 21 22 3094 20 20 388 35 37 31 31 205 leaf_count=129508 36 282 29 25 29 659 21 22 3094 20 20 388 35 37 31 31 205 internal_value=0 -0.000152916 0.0945475 -0.00134266 -0.00149493 0.0788189 0.178319 0.148682 -0.00164134 0.0537643 0.0592136 0.112034 -0.00298137 -0.0030877 0.000277643 -0.0127417 0.00287839 internal_weight=0 134436 1668 132768 132743 1639 713 692 132714 3134 3114 670 129580 129545 926 895 864 internal_count=134472 134436 1668 132768 132743 1639 713 692 132714 3134 3114 670 129580 129545 926 895 864 cat_boundaries=0 1 2 cat_threshold=2079 2051 is_linear=0 shrinkage=0.01 Tree=196 num_leaves=43 num_cat=15 split_feature=0 9 2 25 24 26 9 1 25 24 5 1 8 4 13 0 2 1 25 25 24 25 25 12 5 24 0 0 1 1 6 25 24 25 2 6 1 25 25 0 0 26 split_gain=180815 517915 1.39632e+06 167700 402449 434642 156102 115160 220846 281248 708154 512839 104550 103377 102148 75033.9 74942.9 95856 72912.8 71907.2 146274 108141 79602.3 58517.8 330682 58467.5 53903.9 51598.9 46826.9 111244 45444 41095.8 57688.5 32677.3 26777.8 21778.7 19204.9 16190.2 15705.8 10571.5 2083.66 1046 threshold=91.825000000000003 162.20850000000004 174.86250000000004 0 1 2022.5000000000002 1023.8910000000002 102.46769250000001 2 3 79.77300000000001 437.49875000000003 233.76189000000002 232.66575000000003 119.80000000000001 242.89125000000004 362.49400000000003 213.3887 4 5 6 7 8 180.11025000000004 67.130500000000012 9 185.76000000000002 175.33000000000001 789.60480000000007 543.20000000000016 8.8992000000000022 10 11 12 223.35100000000003 47.330500000000008 108.26750000000003 13 14 332.15050000000008 242.89125000000004 2022.5000000000002 decision_type=2 2 2 9 1 2 2 2 9 1 2 2 2 2 2 2 2 2 9 9 1 9 9 2 2 1 2 2 2 2 2 9 1 9 2 2 2 9 9 2 2 2 left_child=6 3 35 4 36 15 7 19 9 10 11 -9 13 16 18 27 17 -5 -11 20 22 41 38 31 25 -25 -7 -6 29 34 -24 32 -21 -33 -10 -3 39 -23 -1 40 -2 -22 right_child=1 2 -4 12 5 26 -8 8 28 14 -12 -13 -14 -15 -16 -17 -18 -19 -20 23 21 37 30 24 -26 -27 -28 -29 -30 -31 -32 33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 leaf_value=0.04131451920251162 -0.06801707364745059 -0.27622699283418201 3.1716234579086304 0.015959382161259743 0.12724818229675294 1.8238507497878302 0.77351893204909106 0.13921881911396247 -0.036398394837002572 -0.081103412008085171 2.2368933052366429 1.7049308600028357 -0.53038378224228366 0.54672699998586605 0.74075551249764193 -0.22151939868927004 -0.48738097872052877 0.39574579729352677 0.17173875385819518 -0.027089059960078214 0.29387811260838664 -0.09375624515878872 0.16327217301898711 0.19937577741365908 1.3762385554313659 -0.072609737844415045 1.1718269193917512 0.7900744684537252 -0.4068653340773149 0.5957278440892696 -0.13598116937673316 -0.093904798946559287 0.014690309197218414 -0.00623231830472642 -0.39987383070446203 0.18486090397834778 0.17350942884172713 -0.023312425353727566 -0.092262879377123963 -0.32422935009002685 -0.18400763647896903 0.23667732441064082 leaf_weight=171 59 21 20 1313 23 21 26 163 582 228 22 24 33 39 22 24 28 70 211 3940 62 498 1193 131 20 173 32 24 33 28 53 417 20255 103195 21 20 21 977 164 28 21 66 leaf_count=171 59 21 20 1313 23 21 26 163 582 228 22 24 33 39 22 24 28 70 211 3940 62 498 1193 131 20 173 32 24 33 28 53 417 20255 103195 21 20 21 977 164 28 21 66 internal_value=0 0.0997319 1.00539 0.0679086 0.300606 0.689338 -0.00125493 -0.00140679 0.0910371 0.21731 0.515172 0.340166 0.026008 0.03885 0.0742002 0.233409 0.0248123 0.0351821 0.0424867 -0.00234591 0.0445224 -0.0228124 0.112508 -0.00351376 0.130707 0.0487645 1.43018 0.465713 -0.0390614 -0.0204451 0.149345 -0.0038543 0.00787843 -0.0065942 -0.0490567 -0.0513061 -0.095769 -0.0475674 -0.0248574 -0.156996 -0.0984646 0.245226 internal_weight=0 1797 61 1736 253 124 132675 132649 1334 670 209 187 1483 1450 461 71 1411 1383 439 131315 3184 1603 1581 128131 324 304 53 47 664 631 1246 127807 24195 103612 603 41 129 1475 335 108 80 128 internal_count=134472 1797 61 1736 253 124 132675 132649 1334 670 209 187 1483 1450 461 71 1411 1383 439 131315 3184 1603 1581 128131 324 304 53 47 664 631 1246 127807 24195 103612 603 41 129 1475 335 108 80 128 cat_boundaries=0 5 6 12 13 16 22 23 26 32 33 39 40 45 51 57 cat_threshold=536870912 135168 4096 2147483648 33554433 3365 42518016 1052672 17664 4194304 0 33554432 2069 32768 4096 16384 2148794368 393216 4116 407208064 168427520 25248 3696 0 0 4096 1048576 0 4096 0 0 16512 2386 4243456 607125760 1074023361 2684358660 21010945 201588737 2176 0 3 8192 1090519040 64 0 262144 4 272629760 0 8704 0 0 0 0 0 16384 is_linear=0 shrinkage=0.01 Tree=197 num_leaves=19 num_cat=2 split_feature=3 22 25 18 4 0 1 2 2 9 2 2 13 9 25 1 26 13 split_gain=301678 149772 141790 178819 154642 348054 112677 168054 98137.6 341544 84696.5 76563.7 49478.5 51735.8 36900.9 34977.8 28553.4 1167.34 threshold=1048.2900000000002 288.94250000000005 0 484.61250000000007 440.18000000000006 45.662525000000009 45.380000000000003 543.20000000000016 271.95250000000004 5.4234850000000003 783.48000000000013 783.48000000000013 362.49400000000003 783.98480000000006 1 77.943750000000009 2022.5000000000002 543.20000000000016 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 2 3 4 6 16 11 -8 12 10 15 -1 13 14 -4 -10 -6 -14 right_child=-2 -3 8 -5 5 -7 7 -9 9 -11 -12 -13 17 -15 -16 -17 -18 -19 leaf_value=0.017906916038236659 0.91539205021328396 0.80673860902371619 -0.095466054273455336 0.85589954963097203 0.34580265457565723 1.593372452735901 0.10752239838307531 0.93851189117431644 0.11365049776103762 1.4544661407470705 -0.4270130845478603 -0.47956603019468247 0.23715866565704347 -0.50096346310206818 -0.0042259766741889852 0.55994534695148468 -0.017628071674933802 0.32378634695495878 leaf_weight=15322 36 23 435 26 37 20 917 25 144 20 28 31 35 21 117252 20 52 28 leaf_count=15322 36 23 435 26 37 20 917 25 144 20 28 31 35 21 117252 20 52 28 internal_value=0 -0.0001515 -0.000289571 0.027224 0.0259272 0.401335 0.023416 0.129576 -0.004123 0.210837 0.0812928 0.0169024 -0.0045103 -0.00466025 -0.00457169 0.168077 0.133461 0.27566 internal_weight=0 134436 134413 16430 16404 109 16295 942 117983 212 192 15353 117771 117708 117687 164 89 63 internal_count=134472 134436 134413 16430 16404 109 16295 942 117983 212 192 15353 117771 117708 117687 164 89 63 cat_boundaries=0 6 11 cat_threshold=2148843520 539361280 20752 407207936 168460289 25249 0 3 8192 1090519040 64 is_linear=0 shrinkage=0.01 Tree=198 num_leaves=18 num_cat=5 split_feature=3 22 25 18 0 1 24 2 3 24 2 1 13 25 15 24 13 split_gain=295675 146792 138969 175260 153885 124445 278624 96184.7 312553 95230.4 64682.3 71613.4 48493.9 36891.9 39696.2 10574.3 1144.11 threshold=1048.2900000000002 288.94250000000005 0 484.61250000000007 1083.9006000000002 46.726464000000014 1 271.95250000000004 25.511000000000006 2 783.48000000000013 45.380000000000003 362.49400000000003 3 441.00000000000006 4 543.20000000000016 decision_type=2 2 9 2 2 2 1 2 2 1 2 2 2 9 2 1 2 left_child=1 2 3 4 5 9 -7 12 10 -1 11 -9 13 15 -15 -4 -14 right_child=-2 -3 7 -5 -6 6 -8 8 -10 -11 -12 -13 16 14 -16 -17 -18 leaf_value=0.052882413191037404 0.90623808754815005 0.79867123396500306 -0.0065517577060983205 0.84734058233407827 0.8258241542180379 0.32603575119691736 -0.017057146728309717 0.058290899508241296 1.2138024520874025 0.00012030865758923033 -0.39028529944243256 0.69857253360748295 0.23478708635057721 -0.004370042886566115 0.32774598889880707 -0.12463680584039262 0.32054845997265413 leaf_weight=5111 36 23 111 26 24 415 540 138 27 10314 27 20 35 117236 36 325 28 leaf_count=5111 36 23 111 26 24 415 540 138 27 10314 27 20 35 117236 36 325 28 internal_value=0 -0.000150059 -0.000286749 0.0269518 0.0256679 0.0244955 0.135271 -0.00408185 0.208729 0.0176371 0.0620427 0.139339 -0.00446528 -0.00461374 -0.00426773 -0.0953948 0.272903 internal_weight=0 134436 134413 16430 16404 16380 955 117983 212 15425 185 158 117771 117708 117272 436 63 internal_count=134472 134436 134413 16430 16404 16380 955 117983 212 15425 185 158 117771 117708 117272 436 63 cat_boundaries=0 6 7 8 13 14 cat_threshold=2148843520 539361280 20752 407207936 168460289 25249 3087 113 0 3 8192 1090519040 64 448 is_linear=0 shrinkage=0.01 Tree=199 num_leaves=17 num_cat=2 split_feature=3 22 25 0 11 1 3 10 2 3 2 1 13 15 25 13 split_gain=289791 143870 136230 139671 115890 112250 154593 81385.1 79132.3 269521 93688.2 79843.8 52055.1 36119.4 35491 2493.16 threshold=1048.2900000000002 288.94250000000005 0 1083.9006000000002 751.80750000000012 437.49875000000003 9.3117500000000017 79.028500000000022 271.95250000000004 25.511000000000006 783.48000000000013 41.1205 362.49400000000003 441.00000000000006 1 543.20000000000016 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 left_child=1 2 3 4 5 7 -7 -1 12 10 11 -10 13 14 -4 -14 right_child=-2 -3 8 -5 -6 6 -8 -9 9 -11 -12 -13 15 -15 -16 -17 leaf_value=0.025134944203914867 0.89717568397521974 0.79068451528963835 -0.093999394070994738 0.77278477859497074 0.66761876276561194 0.13787240041750615 0.97249519075666158 -0.10871051152845011 0.063320082268294164 1.1647778198242187 -0.4983024527476384 0.74002381682395935 0.23243921252659391 0.30773311653652707 -0.0044169732807476762 0.36171562634981597 leaf_weight=16698 36 23 434 25 28 107 28 467 136 25 26 20 35 37 116321 26 leaf_count=16698 36 23 434 25 28 107 28 467 136 25 26 20 35 37 116321 26 internal_value=0 -0.000148387 -0.00028371 0.0258556 0.0247929 0.0237525 0.310979 0.0214935 -0.00416046 0.191186 0.0574513 0.150077 -0.00450686 -0.0046594 -0.0047584 0.287541 internal_weight=0 134436 134413 17353 17328 17300 135 17165 117060 207 182 156 116853 116792 116755 61 internal_count=134472 134436 134413 17353 17328 17300 135 17165 117060 207 182 156 116853 116792 116755 61 cat_boundaries=0 6 11 cat_threshold=2148843520 539361536 20752 407207936 168460289 25249 0 3 8192 1090519040 64 is_linear=0 shrinkage=0.01 Tree=200 num_leaves=23 num_cat=4 split_feature=9 25 2 4 5 5 26 6 8 22 25 7 2 2 5 2 25 6 25 7 17 5 split_gain=193953 180028 133982 123391 80464.6 244178 80480 79867.9 89166.2 69192.2 58129.6 115063 63178.6 56880.8 152358 157417 43005.8 36403.6 35390.4 79652.2 30381.5 22656.7 threshold=1023.8910000000002 0 1048.2900000000002 783.48000000000013 364.99000000000007 441.68000000000006 2022.5000000000002 259.31250000000006 5.6142500000000011 238.56750000000002 1 657.87500000000011 29.184500000000003 63.564000000000007 92.995000000000019 333.67962000000006 2 336.95674000000002 3 482.16800000000006 199.18393500000005 650.90000000000009 decision_type=2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 9 2 2 2 left_child=1 3 9 4 7 -6 -7 10 17 13 12 -12 -1 18 16 -16 -15 -9 19 -3 -20 -8 right_child=-2 2 -4 -5 5 6 21 8 -10 -11 11 -13 -14 14 15 -17 -18 -19 20 -21 -22 -23 leaf_value=0.13864843930051626 0.84604779420075593 0.0043142766463654418 0.81387836265563962 0.67364304727123625 1.2275114930194357 0.47257758699614427 -0.44037026541573659 0.50757187490877897 0.83721198757489523 0.55609507105567235 0.022912727336887231 0.78247362613677984 -0.26949058842658996 0.099857594942053166 0.2345796530485153 1.2064340686798096 -0.01122909763491377 0.054191311922940341 -0.0084734988504487751 0.63563497185707096 0.16591812796592714 -0.0058521240098135807 leaf_weight=732 27 26128 20 31 23 29 21 23 24 22 7117 20 40 518 100 20 1025 77 98104 20 100 28 leaf_count=732 27 26128 20 31 23 29 21 23 24 22 7117 20 40 518 100 20 1025 77 98104 20 100 28 internal_value=0 -0.00158898 -0.00453771 0.0438874 0.0415412 0.322038 0.0550399 0.0380145 0.289838 -0.00466794 0.0340663 0.0250062 0.115999 -0.00476584 0.0533309 0.396555 0.0266382 0.158469 -0.00554278 0.00479533 -0.00829507 -0.192074 internal_weight=0 134222 126057 8165 8134 101 78 8033 124 126037 7909 7137 772 126015 1663 120 1543 100 124352 26148 98204 49 internal_count=134249 134222 126057 8165 8134 101 78 8033 124 126037 7909 7137 772 126015 1663 120 1543 100 124352 26148 98204 49 cat_boundaries=0 6 11 17 23 cat_threshold=1343488 131075 12372 293699584 168469056 8320 0 2 4100 16777216 33693696 268452864 1052960 134217728 4194304 16793601 167772160 2688549008 2104400 4589184 537272324 16783360 201605649 is_linear=0 shrinkage=0.01 Tree=201 num_leaves=25 num_cat=5 split_feature=25 4 2 12 6 5 5 3 3 26 25 12 0 25 0 13 24 2 7 24 3 6 4 26 split_gain=170389 172328 131246 108253 153279 72929.1 279517 107253 241237 100256 86528 59891.9 62030 84290.7 59391.2 54421 53684.2 48903.4 404056 40548.2 39455.1 26522 26006.6 9184.19 threshold=0 783.48000000000013 1048.2900000000002 648.37500000000011 442.27000000000004 364.99000000000007 441.68000000000006 336.88000000000005 441.87500000000006 2022.5000000000002 1 648.37500000000011 172.45500000000001 2 232.94400000000005 638.18750000000011 3 185.38000000000002 187.26000000000002 4 91.078750000000014 657.87500000000011 79.720000000000013 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 1 2 2 1 2 2 2 2 left_child=1 3 11 4 5 7 -7 10 -9 -8 -1 12 15 14 -14 17 22 19 -19 -2 -18 -6 -15 -16 right_child=2 -3 -4 -5 21 6 9 8 -10 -11 -12 -13 13 16 23 -17 20 18 -20 -21 -22 -23 -24 -25 leaf_value=0.13119700342533028 -0.013556339553670534 0.77525886744260786 0.80573953056335457 -0.60425175556769739 0.73272244914372764 1.3013913674788042 0.4678517979589002 1.1277551758289337 0.061352775549586812 -0.2929797050564788 0.019404882958681251 0.41524524744819191 0.69758865012062932 0.10203207296953686 0.33001878999894663 0.46149507331848144 -0.03043825934800479 0.033485139213633122 1.4521757321130662 -0.0014703714598126316 -0.44947662506103514 0.33938817834854129 0.43885407333374027 0.10192477947328149 leaf_weight=759 41654 32 20 26 30 22 29 29 79 43 7089 34 36 276 31 25 222 456 21 83205 25 40 25 41 leaf_count=759 41654 32 20 26 30 22 29 29 79 43 7089 34 36 276 31 25 222 456 21 83205 25 40 25 41 internal_value=0 0.0428008 -0.00427481 0.039976 0.0420388 0.0379873 0.314896 0.0347156 0.347702 0.0134663 0.0304085 -0.00440367 -0.00451689 0.0924706 0.334938 -0.00502442 0.0378817 -0.00511747 0.0959432 -0.00550355 -0.0700164 0.50796 0.125827 0.200132 internal_weight=0 8178 126071 8146 8120 8050 94 7956 108 72 7848 126051 126017 656 108 125361 548 125336 477 124859 247 70 301 72 internal_count=134249 8178 126071 8146 8120 8050 94 7956 108 72 7848 126051 126017 656 108 125361 548 125336 477 124859 247 70 301 72 cat_boundaries=0 6 11 16 17 18 cat_threshold=1343488 131075 12372 293699584 168469056 8320 0 2 4100 16777216 33693696 0 4352 0 0 1 3366 2185 is_linear=0 shrinkage=0.01 Tree=202 num_leaves=20 num_cat=4 split_feature=9 25 2 4 12 5 5 3 3 25 22 2 12 13 5 26 24 1 25 split_gain=189807 173012 128704 118110 106483 114780 201617 99403.3 221546 102114 67727.7 55123.6 153479 163016 94772.5 52767.9 44520.4 80221.3 51963.2 threshold=1023.8910000000002 0 1048.2900000000002 783.48000000000013 648.37500000000011 364.99000000000007 441.68000000000006 336.88000000000005 441.87500000000006 1 238.56750000000002 63.564000000000007 93.857500000000016 46.726464000000014 171.57300000000001 2022.5000000000002 2 395.70800000000008 3 decision_type=2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 9 left_child=1 3 10 4 5 7 -7 9 -9 -1 11 16 14 -14 -13 -8 18 -18 -3 right_child=-2 2 -4 -5 -6 6 15 8 -10 -11 -12 12 13 -15 -16 -17 17 -19 -20 leaf_value=0.14048295848948114 0.83697096789324732 -0.048030409539947333 0.79768217658996576 0.65915399520627915 -0.59820922044607305 1.2024697577435037 0.46317329275197 1.0701577751636504 0.06073924378503727 0.022231422356460136 0.55021966739134354 0.020335789868748625 1.1033881384985786 -0.062144782543182377 0.41599087079366054 -0.083836789449055996 -0.00075416477557898394 0.3013570445775986 -0.0096950615877780099 leaf_weight=806 27 3810 20 31 26 23 29 30 79 7096 22 1551 28 21 63 45 72536 88 47918 leaf_count=806 27 3810 20 31 26 23 29 30 79 7096 22 1551 28 21 63 45 72536 88 47918 internal_value=0 -0.00155875 -0.00444945 0.0430227 0.0407274 0.0427763 0.384703 0.0386361 0.338561 0.0344989 -0.00457709 -0.00467395 0.0525184 0.603874 0.0357796 0.130532 -0.0054388 -0.000388037 -0.0125274 internal_weight=0 134222 126057 8165 8134 8108 97 8011 109 7902 126037 126015 1663 49 1614 74 124352 72624 51728 internal_count=134249 134222 126057 8165 8134 8108 97 8011 109 7902 126037 126015 1663 49 1614 74 124352 72624 51728 cat_boundaries=0 6 11 12 18 cat_threshold=1343488 131075 12372 293699584 168469056 8320 0 2 4100 16842752 33693696 2697 4194304 67108864 1107313024 138674304 6146 134218784 is_linear=0 shrinkage=0.01 Tree=203 num_leaves=20 num_cat=2 split_feature=25 10 2 12 18 8 3 2 5 22 2 5 3 3 3 13 7 24 5 split_gain=163558 141303 126074 105081 104469 84224.4 88251.4 373693 134973 66327.6 58866.3 192693 173184 74126.1 60612.8 53309.4 48824.4 44337.3 26701.2 threshold=0 747.99000000000012 1048.2900000000002 648.37500000000011 369.25000000000006 804.02882000000011 336.88000000000005 125.84000000000002 364.99000000000007 238.56750000000002 91.035000000000011 92.995000000000019 150.51452500000002 336.88000000000005 150.51452500000002 638.18750000000011 657.87500000000011 1 124.30625000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=1 3 9 4 5 6 8 -8 -1 10 15 13 18 14 -12 16 17 -2 -13 right_child=2 -3 -4 -5 -6 -7 7 -9 -10 -11 11 12 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.033303891311909792 -0.013705018001202302 0.82469388837399693 0.78970526504516603 -0.60755112037658687 0.7461734968991508 -0.56433631938436757 0.056436433866620062 1.5590108680725099 0.42492562154705604 0.54471749955957582 0.02085251032917915 0.54677093982696534 1.1462843591826302 -0.51260725364685056 0.36789319645683721 0.45665427780151369 0.34859942509577829 -0.0010618145834077606 0.12396804733801696 leaf_weight=7881 41610 23 20 25 21 23 96 20 89 22 998 20 28 25 53 25 39 83172 59 leaf_count=7881 41610 23 20 25 21 23 96 20 89 22 998 20 28 25 53 25 39 83172 59 internal_value=0 0.0419338 -0.00418856 0.0397775 0.0417681 0.0399439 0.0416627 0.315501 0.0376771 -0.00431485 -0.0044107 0.0657984 0.470519 0.025552 0.0383531 -0.00507597 -0.00516845 -0.00527902 0.231007 internal_weight=0 8178 126071 8155 8130 8109 8086 116 7970 126051 126029 1183 107 1076 1051 124846 124821 124782 79 internal_count=134249 8178 126071 8155 8130 8109 8086 116 7970 126051 126029 1183 107 1076 1051 124846 124821 124782 79 cat_boundaries=0 6 7 cat_threshold=1343488 131075 12372 293699584 168469056 8320 2185 is_linear=0 shrinkage=0.01 Tree=204 num_leaves=20 num_cat=3 split_feature=9 25 0 2 8 0 18 4 22 2 5 2 3 5 0 0 24 24 8 split_gain=185544 166275 131699 123633 84949 108745 103194 67378.5 65059.5 53095.7 142959 152579 81486.5 52895.3 78317.8 45087.1 81942.8 37430.5 5865.2 threshold=1023.8910000000002 0 1083.9006000000002 1048.2900000000002 571.7600000000001 431.47500000000008 369.25000000000006 174.86250000000004 238.56750000000002 63.564000000000007 92.995000000000019 333.67962000000006 336.88000000000005 12.987 643.62800000000016 172.45500000000001 1 2 804.02882000000011 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 left_child=1 2 4 8 5 6 7 -1 9 15 12 -12 -11 14 -7 17 -17 -3 -6 right_child=-2 3 -4 -5 18 13 -8 -9 -10 10 11 -13 -14 -15 -16 16 -18 -19 -20 leaf_value=0.041511495515067533 0.82752905810320831 -0.013520602209374417 0.76692364006042479 0.78180829048156741 -0.26573687800654655 0.54481614322197147 0.73871174486620095 -0.14215828654242724 0.53927032709121703 0.03538931890088564 0.22455011515021325 1.1813548021316529 -0.51884619059386072 0.83936153030395499 -0.12125971394200478 0.29947611066832475 0.016911284266634189 -0.0018562077717663176 -0.48058866580327353 leaf_weight=7771 27 41274 25 20 27 41 21 205 22 1516 100 20 27 20 31 124 460 82494 24 leaf_count=7771 27 41274 25 20 27 41 21 205 22 1516 100 20 27 20 31 124 460 82494 24 internal_value=0 -0.00152912 0.0421757 -0.00436298 0.0400016 0.0425667 0.038634 0.0367908 -0.00448808 -0.00458301 0.0515475 0.384018 0.0256911 0.384409 0.258033 -0.00533366 0.0823255 -0.00574728 -0.366844 internal_weight=0 134222 8165 126057 8140 8089 7997 7976 126037 126015 1663 120 1543 92 72 124352 584 123768 51 internal_count=134249 134222 8165 126057 8140 8089 7997 7976 126037 126015 1663 120 1543 92 72 124352 584 123768 51 cat_boundaries=0 6 7 8 cat_threshold=1343488 131075 12372 293699584 168469056 8320 1282 2185 is_linear=0 shrinkage=0.01 Tree=205 num_leaves=28 num_cat=1 split_feature=0 9 9 2 24 1 0 6 9 0 0 1 5 12 0 0 5 0 7 6 17 2 1 0 6 0 0 split_gain=204374 545388 204475 145985 145424 176494 139222 101599 581596 99004.6 76204.4 58193.2 233507 172483 55535.2 46770.7 43877.7 42277.6 36036.6 35280 35000.4 33199.5 31067.1 17665.4 7169.64 4582.42 93.7763 threshold=212.70000000000005 233.76189000000002 1023.8910000000002 1048.2900000000002 0 44.610000000000007 783.48000000000013 442.27000000000004 28.316400000000005 479.65650000000011 232.94400000000005 40.324500000000008 364.99000000000007 147.97550000000004 643.62800000000016 542.34225000000004 96.412400000000005 431.47500000000008 1043.5418000000002 482.64500000000004 460.35600000000005 57.417500000000011 2.2090000000000005 1083.9006000000002 657.87500000000011 542.34225000000004 783.48000000000013 decision_type=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 left_child=2 4 3 7 5 6 10 11 19 16 -2 18 13 -13 25 -12 21 -7 20 -9 -1 22 -6 26 -21 -11 -16 right_child=1 -3 -4 -5 9 17 -8 8 -10 14 15 12 -14 -15 23 -17 -18 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.0023525988570252581 0.54030500972972195 1.6472592806816102 0.86948718318232776 0.61088977893193563 0.14036992649142252 1.1946008318946475 0.83993136504600785 0.37249294540156491 1.846507664203644 -0.42185140252113346 -0.041815899706775357 0.024961928416579359 0.96812761377405243 0.68611928063631056 -0.1621512523651123 0.3823577622444399 -0.35260151454380584 0.58020777424176539 -0.42675747346878057 -0.15522477457258435 0.24770252585411073 0.43577735749880475 -0.12674498954686253 0.16304155566475609 0.0095025181025266657 -0.61794801798733801 -0.18927658191094032 leaf_weight=130369 34 24 27 39 209 21 29 23 20 26 161 2913 27 40 25 31 21 24 20 45 56 30 55 22 64 22 26 leaf_count=130369 34 24 27 39 209 21 29 23 20 26 161 2913 27 40 25 31 21 24 20 45 56 30 55 22 64 22 26 internal_value=0 0.163788 -0.000663335 -0.000839168 0.115414 0.280196 0.187644 -0.00101777 0.257372 -0.00429601 0.103943 -0.00131213 0.042382 0.0339177 -0.247529 0.0266705 0.0890001 0.866925 -0.00231032 0.0165938 -0.00224523 0.120543 0.084721 -0.073809 -0.0585042 -0.511729 -0.17598 internal_weight=0 760 133643 133616 736 300 255 133577 152 436 226 133425 2980 2953 121 192 315 45 130445 132 130425 294 264 73 109 48 51 internal_count=134403 760 133643 133616 736 300 255 133577 152 436 226 133425 2980 2953 121 192 315 45 130445 132 130425 294 264 73 109 48 51 cat_boundaries=0 1 cat_threshold=1798 is_linear=0 shrinkage=0.01 Tree=206 num_leaves=28 num_cat=9 split_feature=3 5 24 4 25 2 0 24 25 3 5 13 25 0 25 24 25 24 26 4 5 26 26 26 26 26 5 split_gain=203149 161058 354000 372352 127755 220873 189457 150143 167688 117497 114072 98098.2 96715.8 96531.6 83213 60414.1 72028.5 30144 23432.2 17562.5 12129.9 10851.3 6489.59 4478.34 1367.07 1335.74 656.225 threshold=1048.2900000000002 364.99000000000007 0 40.918800000000005 1 1048.2900000000002 1083.9006000000002 2 3 782.62500000000011 441.68000000000006 481.89500000000004 4 55.637900000000009 5 6 7 8 2022.5000000000002 102.82400000000001 650.90000000000009 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 650.90000000000009 decision_type=2 2 1 2 9 2 2 1 9 2 2 2 9 2 9 1 9 1 2 2 2 2 2 2 2 2 2 left_child=1 4 3 10 7 6 9 8 18 11 -3 -6 23 19 24 22 -17 -16 -1 20 25 -12 -14 -9 -10 -4 -23 right_child=-2 2 13 -5 5 -7 -8 12 14 -11 21 -13 15 -15 17 16 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 leaf_value=0.44140559368446225 0.712809434890747 0.96529386137213025 -0.26970336807185208 1.9255052368640901 -0.002317528136024271 0.84238732461006405 0.79278979523976645 -0.20664467186224264 -0.16582881251248446 0.64573651824678691 0.036791688203811644 0.3775987743279513 -0.02973868972020792 0.52292707529934979 0.27748721205271204 0.0014004931501162949 0.18415695996159301 0.08384908733567642 0.72092146873474128 -0.45047541715882039 0.0035795477816933079 0.26104760560122403 -0.1242317591349284 -0.33107927859913217 -0.094312563492701604 -0.18188340242518938 0.33744128206501833 leaf_weight=61 40 28 29 20 132058 31 30 61 55 28 24 68 141 22 198 455 409 181 59 22 38 22 150 55 52 43 23 leaf_count=61 40 28 29 20 132058 31 30 61 55 28 24 68 141 22 198 455 409 181 59 22 38 22 150 55 52 43 23 internal_value=0 5.17865e-05 0.243591 0.629335 -0.000440406 -0.0016063 -0.00180436 0.0812603 0.209688 -0.00198474 0.426963 -0.002122 0.0188684 -0.0848319 0.120378 0.0471975 0.0890309 0.189544 0.534309 -0.192552 -0.140967 0.20851 -0.0758403 -0.244561 -0.11987 -0.217255 0.300093 internal_weight=0 134363 271 117 134092 132215 132184 1877 606 132154 97 132126 1271 154 486 1155 864 379 120 132 110 69 291 116 107 72 45 internal_count=134403 134363 271 117 134092 132215 132184 1877 606 132154 97 132126 1271 154 486 1155 864 379 120 132 110 69 291 116 107 72 45 cat_boundaries=0 1 7 8 13 18 22 23 29 30 cat_threshold=837 262144 393219 4100 16842880 33694272 8192 1541 0 0 4096 0 8192 0 2 0 0 139776 0 262145 0 16842752 2176 0 131072 4096 0 0 8192 1536 is_linear=0 shrinkage=0.01 Tree=207 num_leaves=20 num_cat=1 split_feature=3 9 1 24 2 0 2 3 0 26 2 2 5 9 1 0 9 1 1 split_gain=199106 199040 174713 261856 325977 123580 387276 146478 149302 97400.5 83995.3 76582.8 43264.9 218629 40364.9 35986.1 27866.6 22983.6 997.773 threshold=1048.2900000000002 1023.8910000000002 437.49875000000003 0 91.035000000000011 24.018750000000004 648.37500000000011 400.11250000000007 1083.9006000000002 2022.5000000000002 52.203500000000012 1048.2900000000002 26.385000000000002 39.842500000000008 789.60480000000007 60.461000000000006 553.50000000000011 650.90000000000009 650.90000000000009 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 10 9 11 7 8 -7 18 15 12 16 -14 -11 17 -1 -4 -5 right_child=-2 -3 3 4 -6 6 -8 -9 -10 14 -12 -13 13 -15 -16 -17 -18 -19 -20 leaf_value=-0.0030956616547001461 0.70568132686614993 0.85856107076009114 -0.2451401487986247 0.60156445407867432 1.645074050029119 0.034601247510101997 1.438789936542511 0.71842757493257525 0.70967935735529131 0.26561960090200104 -0.6782477233523414 -0.48409093921834773 0.013605463014279609 0.37098478176436578 -0.31435787439346313 0.39805933380126951 -0.22823689785870638 0.11646203964948654 0.68620190730461705 leaf_weight=126335 40 27 39 30 24 4525 20 32 33 30 21 33 2879 182 20 20 55 32 26 leaf_count=126335 40 27 39 30 24 4525 20 32 33 30 21 33 2879 182 20 20 55 32 26 internal_value=0 5.16757e-05 -0.000120875 0.268329 0.550367 -0.000605348 0.0502724 0.0442222 0.0394888 0.35443 -0.099309 -0.00241674 -0.00229395 0.0348544 0.0336286 0.0233792 -0.00319363 -0.0821645 0.64086 internal_weight=0 134363 134336 242 130 134094 4610 4590 4558 106 112 129484 129451 3061 50 91 126390 71 56 internal_count=134403 134363 134336 242 130 134094 4610 4590 4558 106 112 129484 129451 3061 50 91 126390 71 56 cat_boundaries=0 1 cat_threshold=976 is_linear=0 shrinkage=0.01 Tree=208 num_leaves=27 num_cat=2 split_feature=0 9 9 8 24 1 0 2 6 9 0 0 1 12 24 10 0 7 6 17 0 0 1 0 6 0 split_gain=195664 530702 195402 143655 145124 267258 157483 141444 98824.2 568595 79845.8 59836.2 56176 164015 117153 112507 54766.8 35935.6 34703.1 34234.7 32836 78309.2 59758.3 10094.2 6992.31 1521.76 threshold=212.70000000000005 233.76189000000002 1023.8910000000002 273.92500000000007 0 44.610000000000007 783.48000000000013 1048.2900000000002 442.27000000000004 28.316400000000005 479.65650000000011 232.94400000000005 40.324500000000008 147.97550000000004 1 20.400565500000003 643.62800000000016 1043.5418000000002 482.64500000000004 460.35600000000005 242.89125000000004 223.35100000000003 38.83100000000001 1083.9006000000002 657.87500000000011 542.34225000000004 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 left_child=2 3 7 4 5 6 11 8 12 18 20 -2 17 14 -14 -15 25 19 -10 -1 21 -6 -22 -18 -20 -12 right_child=1 -3 -4 -5 10 -7 -8 -9 9 -11 16 -13 13 15 -16 -17 23 -19 24 -21 22 -23 -24 -25 -26 -27 leaf_value=-0.0023107464095114779 0.50472648561000821 1.6236202510197959 0.84997548986364291 -0.6653213770493217 -0.19361456912496816 1.0636977321345631 0.9135156928168402 0.6013162422180176 0.36874393929605903 1.8251116645336152 -0.41889438115633454 0.037307263273941842 0.3072433824555294 1.2080189945697786 0.018318712059620393 0.14732376813888551 -0.10985808625513194 -0.42612140655517577 -0.15423153781890869 0.24499420080866136 0.12392093773170185 0.51369681026254388 -0.27516971649007593 0.14798544385216453 0.008445945754647256 -0.53334694907778779 leaf_weight=130369 32 24 27 23 23 41 27 39 23 20 26 190 138 20 2802 20 49 20 45 56 186 49 47 22 64 21 leaf_count=130369 32 24 27 23 23 41 27 39 23 20 26 190 138 20 2802 20 49 20 45 56 186 49 47 22 64 21 internal_value=0 0.160258 -0.000650818 0.11254 0.137632 0.305054 0.192388 -0.000822705 -0.000998509 0.253839 0.0152781 0.104683 -0.00128882 0.0416413 0.0329878 0.677671 -0.205245 -0.00226956 0.0157669 -0.00220456 0.101096 0.28775 0.0434177 -0.0299629 -0.0587145 -0.470033 internal_weight=0 760 133643 736 713 290 249 133616 133577 152 423 222 133425 2980 2940 40 118 130445 132 130425 305 72 233 71 109 47 internal_count=134403 760 133643 736 713 290 249 133616 133577 152 423 222 133425 2980 2940 40 118 130445 132 130425 305 72 233 71 109 47 cat_boundaries=0 1 2 cat_threshold=1798 1 is_linear=0 shrinkage=0.01 Tree=209 num_leaves=23 num_cat=5 split_feature=3 9 1 24 2 25 5 5 2 26 2 25 24 3 0 25 1 1 0 26 1 1 split_gain=194579 191198 170055 256131 317928 140313 179793 195512 112619 95593.7 82424.9 81081 199867 167190 49344.8 77542.4 39969.8 39607.9 35118.2 25970.6 22530.1 974.31 threshold=1048.2900000000002 1023.8910000000002 437.49875000000003 0 91.035000000000011 1 364.99000000000007 441.68000000000006 1048.2900000000002 2022.5000000000002 52.203500000000012 2 3 317.21700000000004 65.08550000000001 4 395.70800000000008 789.60480000000007 60.461000000000006 2022.5000000000002 650.90000000000009 650.90000000000009 decision_type=2 2 2 1 2 9 2 2 2 2 2 9 1 2 2 9 2 2 2 2 2 2 left_child=1 2 5 10 9 6 11 -8 14 21 18 12 -1 -13 16 -16 -7 -11 20 -9 -4 -5 right_child=-2 -3 3 4 -6 8 7 19 -10 17 -12 13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 leaf_value=0.4151561372930353 0.69761145401000979 0.84147573682996968 -0.24290247574830667 0.59511826499303189 1.6247985903422038 -0.0039457265883093232 1.3526541786193849 0.46415211216095953 0.74734420394897461 0.26218163871765138 -0.67231659185318715 0.015782386657207357 0.053745626862948745 0.47331962444164133 0.11952703582577444 -0.0094109660059638785 0.4431348867416382 -0.31233213186264036 0.3928551111221314 0.08800235811869303 0.11511423110961914 0.67875465172987715 leaf_weight=177 40 27 39 30 24 125215 20 31 20 30 21 5701 899 81 826 1059 20 20 20 45 32 26 leaf_count=177 40 27 39 30 24 125215 20 31 20 30 21 5701 899 81 826 1059 20 20 20 45 32 26 internal_value=0 4.91114e-05 -0.000120006 0.264727 0.54368 -0.000597977 0.0431081 0.472937 -0.00299167 0.350188 -0.0987794 0.0371542 0.116472 0.0221537 -0.00310995 0.0476734 -0.00387433 0.0323761 0.0227205 0.241432 -0.0815428 0.633949 internal_weight=0 134363 134336 242 130 134094 6954 96 127140 106 112 6858 1076 5782 127120 1885 125235 50 91 76 71 56 internal_count=134403 134363 134336 242 130 134094 6954 96 127140 106 112 6858 1076 5782 127120 1885 125235 50 91 76 71 56 cat_boundaries=0 1 7 13 14 20 cat_threshold=976 1343488 67502083 4100 285278336 34218560 8193 0 262146 4100 16777344 33693760 8192 1028 805306880 4128 675300608 2147483648 16777216 134217728 is_linear=0 shrinkage=0.01 Tree=210 num_leaves=33 num_cat=7 split_feature=3 25 18 4 3 24 1 24 3 11 5 2 25 2 4 2 24 25 17 4 25 2 9 3 16 9 1 2 2 2 1 16 split_gain=221137 174844 140608 142388 207579 178006 122033 231183 147176 110547 92381.9 89414.9 311104 421797 107006 88697 82454.9 159256 81521.5 76428.8 76062.2 71798.7 63693.8 39795.3 44338.4 61518.4 28793.7 9997.72 8869.53 6853.91 4528.01 311.476 threshold=1048.2900000000002 0 334.44375000000008 65.427500000000009 317.21700000000004 1 43.772500000000008 2 11.900350000000001 56.297500000000007 2.1955000000000005 154.91865000000004 3 480.00160000000005 223.35100000000003 271.95250000000004 4 5 515.65075000000013 273.10998000000006 6 437.49875000000003 70.917000000000016 293.27220000000005 444.2706 783.98480000000006 11.040900000000002 783.48000000000013 12.352500000000001 223.35100000000003 166.69750000000002 650.90000000000009 decision_type=2 9 2 2 2 1 2 1 2 2 2 2 9 2 2 2 1 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 19 16 8 -8 -7 -9 18 13 15 21 29 17 -1 23 -5 -18 22 -14 24 25 -3 28 -23 -25 -13 -28 -26 right_child=-2 11 -4 4 -6 9 7 10 -10 -11 -12 12 14 -15 -16 -17 20 -19 -20 -21 -22 27 -24 26 31 -27 30 -29 -30 -31 -32 -33 leaf_value=0.21091390112206615 0.74459310483932495 -0.0023506771444907048 0.82879860147185958 0.027828710706610429 1.1787621667168358 0.26968543230074843 0.77871455770857789 0.119300371373286 -0.12988374146548184 0.99977575053339429 -0.35266510019699732 0.14088707634380884 0.010243031732548742 1.9064675585428874 0.54435735570059884 0.68657844631295462 0.24817897771752401 0.025757461356439759 0.52768935729717381 -0.51672185066418774 -0.012902262033929244 -0.18793410928810347 0.58745936584472658 -0.10438606105892864 0.32117764287524753 -0.49845794486999512 -0.26751437010588469 -0.39795221497030819 0.10641488904538361 -0.10149243164062501 -0.46330092203049433 0.27048827333883807 leaf_weight=589 40 125567 23 76 22 211 94 305 22 23 48 28 433 21 36 38 105 2112 29 39 3760 68 20 151 27 25 27 34 23 20 21 22 leaf_count=589 40 125567 23 76 22 211 94 305 22 23 48 28 433 21 36 38 105 2112 29 39 3760 68 20 151 27 25 27 34 23 20 21 22 internal_value=0 0.000948317 0.0480643 0.0457046 0.236642 0.177253 0.0356353 0.191472 0.558268 0.327453 0.0536052 -0.00182036 0.111049 0.581545 0.0157594 0.325639 0.0245041 0.0667631 -0.00244631 -0.144297 -0.00518734 -0.0182441 0.0357272 -0.00256845 -0.00233209 -0.00244943 -0.136338 -0.25794 -0.0765216 0.0398956 -0.353171 0.298419 internal_weight=0 134019 7429 7406 371 349 7035 469 116 234 353 126590 698 107 591 86 6566 2701 125892 115 3865 555 453 125863 125641 125592 222 102 174 48 48 49 internal_count=134059 134019 7429 7406 371 349 7035 469 116 234 353 126590 698 107 591 86 6566 2701 125892 115 3865 555 453 125863 125641 125592 222 102 174 48 48 49 cat_boundaries=0 6 7 8 11 12 17 22 cat_threshold=2147516416 67239939 12292 156041344 131138 33 2240 1043 33554432 1048832 1088 872 0 67239937 4 151584768 2 2147483648 2 8192 0 131072 is_linear=0 shrinkage=0.01 Tree=211 num_leaves=44 num_cat=9 split_feature=25 0 2 24 5 5 24 1 17 1 25 13 2 9 25 26 8 22 5 1 0 0 9 0 2 12 17 25 8 5 24 12 2 25 15 0 26 0 0 24 2 0 5 split_gain=198705 223957 396250 250472 140652 111086 100760 373391 110325 94563.3 102588 93364.7 72792.1 329489 114201 162043 88131.6 76765.3 66655.2 81654.5 64004.7 61799.5 61696.2 56559.7 52666.4 52603 47915.6 34757 37045.9 66463.1 27841.1 65502.2 27191.8 26222 22029.5 19435.4 14426 11439.3 16903.4 8159.45 7074.84 5415.81 504.574 threshold=0 201.25000000000003 160.61250000000001 1 364.99000000000007 650.90000000000009 2 437.49875000000003 120.129 650.90000000000009 3 8.3632500000000025 199.74643500000005 145.10250000000005 4 2022.5000000000002 36.937500000000007 231.57000000000002 18.130860000000006 52.034000000000006 290.96350000000007 431.47500000000008 783.98480000000006 62.520000000000003 783.48000000000013 51.813750000000006 199.18393500000005 5 26.499000000000006 174.86250000000004 6 274.04500000000002 292.55550000000005 7 210.10500000000005 242.89125000000004 2022.5000000000002 542.34225000000004 393.82500000000005 8 333.67962000000006 166.14750000000004 481.77300000000008 decision_type=9 2 2 1 2 2 1 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 9 2 2 2 2 2 1 2 2 2 left_child=1 4 3 20 6 42 7 8 11 10 39 -1 17 14 15 32 23 22 19 21 35 -5 27 24 -16 -12 -10 30 34 -30 31 -2 -14 -32 -29 -3 -9 38 -22 -8 -17 -25 -6 right_child=12 2 -4 18 5 -7 9 36 26 -11 25 -13 13 -15 16 40 -18 -19 -20 -21 37 -23 -24 41 -26 -27 -28 28 29 -31 33 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 leaf_value=0.067954953863533257 0.0200567591159607 -0.068010069370269779 1.3139261522293091 0.29692305399576824 0.76457274834314992 0.043928239733673803 0.094533332138253545 0.8018272575965294 0.90065079870678133 -0.53787980854511264 -0.011058489638838872 -0.16179023719088917 1.0267724717181661 1.3477288332439605 -0.08241032280154148 -0.15294255415598551 0.56702811863111413 0.60199976864315219 -0.058696012020111085 1.1487964954376222 -0.37469912990447013 0.82772656779135434 -0.52053280954775605 0.15107746932817542 -0.54864747435958305 0.18182930625464816 0.25270629539489747 -0.0056960704813876894 0.033198170554208102 0.51604807195992308 -0.027670491921669021 0.43604721445786326 0.56272658058575231 0.0086684602527102323 0.15728472916476696 0.36271047158674763 1.15421903973534 -0.46967019319534303 -0.0018134355545043946 0.22271725191653352 0.085152800633357131 0.37319582076299762 0.70208722387041367 leaf_weight=3270 9722 20 35 75 24 43 139 26 21 32 4472 187 23 21 236 24 23 21 20 20 31 31 23 23 27 146 25 103777 1678 29 2859 38 28 6441 83 22 21 32 20 196 26 21 28 leaf_count=3270 9722 20 35 75 24 43 139 26 21 32 4472 187 23 21 236 24 23 21 20 20 31 31 23 23 27 146 25 103777 1678 29 2859 38 28 6441 83 22 21 32 20 196 26 21 28 internal_value=0 0.0466885 0.312602 0.18328 0.0373139 0.41997 0.0330547 0.0736729 0.0620009 0.00397329 0.00748208 0.0555273 -0.00209633 0.124577 0.0649807 0.341581 -0.0291435 -0.00255576 0.446992 0.562736 -0.148607 0.452158 -0.00265761 -0.0747571 -0.130275 -0.00494954 0.548507 -0.00256204 -0.00480592 0.0414012 0.00986341 0.0216542 0.772002 -0.00252056 -0.00556582 0.157605 0.959279 -0.321463 -0.228469 0.173812 -0.029133 0.257089 0.730927 internal_weight=0 8936 306 271 8630 95 8535 3550 3503 4985 4953 3457 125123 452 431 101 330 124671 146 126 125 106 124650 307 263 4618 46 124627 105567 1707 19060 9760 51 9300 103860 42 47 83 51 335 50 44 52 internal_count=134059 8936 306 271 8630 95 8535 3550 3503 4985 4953 3457 125123 452 431 101 330 124671 146 126 125 106 124650 307 263 4618 46 124627 105567 1707 19060 9760 51 9300 103860 42 47 83 51 335 50 44 52 cat_boundaries=0 6 7 8 13 19 25 26 30 31 cat_threshold=2147516416 67239939 12292 156041344 131139 33 2103 2360 0 2 4100 134283264 131072 512 1048576 1024 0 0 33554432 34603136 1040 1107578768 806387748 134252544 201613968 1139 0 0 33833344 32768 1154 is_linear=0 shrinkage=0.01 Tree=212 num_leaves=31 num_cat=5 split_feature=3 25 11 3 2 24 6 0 25 0 2 25 2 9 8 2 2 0 17 3 3 16 9 24 11 3 0 6 2 16 split_gain=216211 168001 126112 101928 216810 94985.1 174839 498129 163216 91390 86025.6 303344 413806 93534.3 198254 91270.7 86248.1 83948.5 79789.5 45067.9 39045.5 43375.6 59192.1 29984.1 22491.1 14617.3 13990.9 7003.86 6790.54 306.322 threshold=1048.2900000000002 0 442.27000000000004 317.21700000000004 109.49250000000002 1 8.0855000000000015 8.0855000000000015 2 783.48000000000013 154.91865000000004 3 480.00160000000005 16.662500000000005 12.582500000000001 783.48000000000013 271.95250000000004 542.34225000000004 515.65075000000013 650.90000000000009 293.27220000000005 444.2706 783.98480000000006 4 751.80750000000012 441.87500000000006 139.33500000000001 3.5892105000000005 223.35100000000003 650.90000000000009 decision_type=2 9 2 2 2 1 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 2 3 5 19 6 8 -8 -1 17 18 12 16 15 -15 23 28 -7 20 25 21 22 -3 -13 -4 -5 27 -22 -12 -23 right_child=-2 10 24 4 -6 9 7 -9 -10 -11 11 13 -14 14 -16 -17 -18 -19 -20 -21 26 29 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.413222800914888 0.73624377250671391 -0.0023057423405816332 0.37453139559427895 0.10555049304304452 1.2881346354484557 0.022779590219516994 0.14494736768197322 1.9373111987113953 0.040945672415504522 0.55605901062488561 0.13855966023036412 0.084729687314290203 1.8855892063322524 1.0741978625456492 -0.25626359122140069 -0.52273365609786093 0.67572898651424207 -0.52604834420340407 0.5220738996308425 -0.23443556308746338 -0.13002610529883435 0.31775079109050608 -0.488942614364624 -0.065559283929277762 0.80745859432220457 0.40722614526748657 -0.37438313917680222 0.055469272551329239 -0.10269674968719482 0.26748254949396311 leaf_weight=125 40 125567 30 29 20 6013 69 20 983 32 28 264 21 24 21 34 38 28 29 24 177 27 25 248 20 36 22 23 20 22 leaf_count=125 40 125567 30 29 20 6013 69 20 983 32 28 264 21 24 21 34 38 28 29 24 177 27 25 248 20 36 22 23 20 22 internal_value=0 0.000928086 0.0471128 0.0437847 0.347315 0.0392338 0.120291 0.547726 0.0870434 0.0230212 -0.00178587 0.108924 0.573511 0.0148551 0.453316 -0.0210097 0.319807 0.0202358 -0.00239983 0.135895 -0.00252068 -0.00228655 -0.00240261 0.0123079 0.547702 0.272632 -0.135024 -0.108694 0.0380362 0.295181 internal_weight=0 134019 7429 7379 109 7270 1197 89 1108 6073 126590 698 107 591 45 546 86 6041 125892 89 125863 125641 125592 512 50 65 222 200 48 49 internal_count=134059 134019 7429 7379 109 7270 1197 89 1108 6073 126590 698 107 591 45 546 86 6041 125892 89 125863 125641 125592 512 50 65 222 200 48 49 cat_boundaries=0 6 7 11 14 15 cat_threshold=2147516416 67239939 12292 156041344 131138 33 288 0 67108864 4 20971520 33554432 1048832 1088 315 is_linear=0 shrinkage=0.01 Tree=213 num_leaves=30 num_cat=6 split_feature=3 25 18 5 3 2 2 24 2 9 8 25 2 26 2 5 22 2 3 3 3 25 25 24 0 26 6 2 5 split_gain=211908 165097 137111 123682 131870 246363 92261.7 93556.3 84965.1 297168 523433 158294 101167 98290.5 78441.8 83763 75108.4 74503 47906.9 38268.8 39583.7 61723.2 35461.4 26885.3 13712.5 11703.8 6864.48 2983.99 2728.51 threshold=1048.2900000000002 0 334.44375000000008 364.99000000000007 317.21700000000004 80.954000000000022 480.00160000000005 1 154.91865000000004 16.662500000000005 12.582500000000001 2 255.07275000000001 2022.5000000000002 2.2125000000000004 544.35000000000002 231.57000000000002 783.48000000000013 650.90000000000009 293.27220000000005 108.21050000000001 3 4 5 139.33500000000001 2022.5000000000002 3.5892105000000005 191.84395000000004 783.48000000000013 decision_type=2 9 2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 9 9 1 2 2 2 2 2 left_child=1 2 3 4 6 18 7 -1 16 11 -11 12 27 -14 15 -5 19 23 -6 20 22 -22 -3 -13 26 -8 -21 -10 -17 right_child=-2 8 -4 14 5 -7 25 -9 9 10 -12 17 13 -15 -16 28 -18 -19 -20 24 21 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.081261947510213081 0.72888140821456915 0.0089706940478778384 0.8174361996547036 1.0204327612656814 0.29918075053418269 1.3912813034057618 -0.17556002990619557 0.0080703673036850165 -0.05513702301752 1.6442127045989037 -0.3094247885545095 -0.10857635885477067 1.0496846270561218 0.28798475768831039 -0.13969037628173828 0.37640306313832606 0.59560069583711173 -0.47435582760402134 -0.2451486938649958 -0.12872584479003302 0.20494493025509603 0.0042519567105476592 -0.0051137974708182956 0.049969786774583802 -0.37063929731195622 -0.41948204869315742 0.054914581050043529 0.10973658810491146 0.21825332927703858 leaf_weight=2972 40 21608 23 26 61 20 37 4237 21 32 24 142 32 36 20 24 21 35 22 177 225 453 103290 351 22 42 23 23 20 leaf_count=2972 40 21608 23 26 61 20 37 4237 21 32 24 142 32 36 20 24 21 35 22 177 225 453 103290 351 22 42 23 23 20 internal_value=0 0.000919158 0.0464604 0.0441522 0.0396653 0.394975 0.0346438 0.0383684 -0.00178557 0.108398 0.806939 0.0472757 0.371503 0.646432 0.412624 0.570428 -0.00239522 -0.0280055 0.154901 -0.00249504 -0.00226314 0.0739391 -0.0026768 0.00311458 -0.133673 -0.30524 -0.107607 0.0310469 0.304517 internal_weight=0 134019 7504 7481 7391 103 7288 7209 126515 696 56 640 112 68 90 70 125819 528 83 125798 125576 678 124898 493 222 79 200 44 44 internal_count=134059 134019 7504 7481 7391 103 7288 7209 126515 696 56 640 112 68 90 70 125819 528 83 125798 125576 678 124898 493 222 79 200 44 44 cat_boundaries=0 6 7 13 18 24 25 cat_threshold=2147516416 67239939 12292 157089920 134348866 33 1336 0 1048576 1088 0 0 33554432 512 4096 17472 0 16777216 571474048 537920528 33835921 805339136 38913 201613968 1604 is_linear=0 shrinkage=0.01 Tree=214 num_leaves=28 num_cat=3 split_feature=3 25 4 11 2 25 2 4 2 15 24 6 17 3 2 6 5 3 16 0 11 0 2 6 2 15 16 split_gain=207691 161818 134632 134329 83261.2 293870 404950 103605 83161.4 80488.9 83133.2 212880 78067.4 75547.2 68920.1 48178.1 37583.6 37495.3 42459.1 36570.6 17334.1 13439.6 8494.49 6727.88 6664.05 4519.32 299.261 threshold=1048.2900000000002 0 650.90000000000009 481.77300000000008 154.91865000000004 1 480.00160000000005 223.35100000000003 271.95250000000004 77.332499999999996 2 8.0855000000000015 515.65075000000013 317.21700000000004 437.49875000000003 108.41000000000001 25.074110000000005 293.27220000000005 444.2706 95.355000000000004 751.80750000000012 139.33500000000001 783.48000000000013 3.5892105000000005 223.35100000000003 305.0750000000001 650.90000000000009 decision_type=2 9 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 9 12 6 8 14 24 10 11 -1 17 -12 15 -7 25 18 19 -3 -5 23 -16 -19 -6 -11 -20 right_child=-2 4 -4 20 5 7 -8 -9 -10 16 13 -13 -14 -15 22 -17 -18 21 26 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.08393422323268887 0.7215925641059876 -0.0029140950752024907 0.60400427042051807 0.41047969606187606 0.13610250336783272 0.062491208783090828 1.8621394965762184 0.53448662122090662 0.66269731051043468 -0.1686533704588685 0.024869458035504194 0.60061482146728873 0.51641187700732005 0.32685464910098483 -0.18938031305285064 -0.34006932499818504 -0.56637863325036097 -0.12743858710520686 0.31435498308252408 0.051772343928733394 0.79890096950531009 -0.36693290688774804 -0.38296672288109279 0.054365432677061662 -0.10289638423919678 -0.03819658064842224 0.26466947463425722 leaf_weight=1096 40 124284 43 27 28 419 21 36 38 79 6006 86 29 84 68 32 23 177 27 1235 20 22 34 23 20 40 22 leaf_count=1096 40 124284 43 27 28 419 21 36 38 79 6006 86 29 84 68 32 23 177 27 1235 20 22 34 23 20 40 22 internal_value=0 0.000910149 0.045997 0.0428427 -0.00176759 0.107306 0.564448 0.0144314 0.313203 0.0394643 0.0440686 0.120507 -0.0023711 0.0289872 -0.019163 0.0339282 -0.196325 -0.0024907 -0.00226114 -0.00237603 0.575765 -0.132337 -0.253909 -0.106531 0.0365196 -0.124802 0.292047 internal_weight=0 134019 7504 7461 126515 696 107 589 86 7414 7272 1182 125819 6090 553 451 142 125790 125568 125519 47 222 102 200 48 119 49 internal_count=134059 134019 7504 7461 126515 696 107 589 86 7414 7272 1182 125819 6090 553 451 142 125790 125568 125519 47 222 102 200 48 119 49 cat_boundaries=0 6 9 10 cat_threshold=2147516416 67239939 12292 157089920 134348866 33 33554432 1048832 1088 288 is_linear=0 shrinkage=0.01 Tree=215 num_leaves=21 num_cat=5 split_feature=2 3 9 9 18 9 17 2 25 14 5 3 25 24 1 25 25 10 17 26 split_gain=167395 694152 182731 450419 147940 132999 125352 110413 110282 106203 99694.9 88867.2 77624.2 71876.5 188979 90199.8 66316.9 50226.7 49478.9 41826.8 threshold=160.61250000000001 364.63500000000005 98.416000000000011 189.01250000000002 747.99000000000012 1023.8910000000002 407.74900000000008 1048.2900000000002 0 124.45625000000001 79.77300000000001 16.268205000000005 1 2 395.70800000000008 3 4 638.18750000000011 662.73140000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 9 1 2 9 9 2 2 2 left_child=4 2 7 -4 5 6 8 9 13 10 12 -12 -2 15 -15 -1 19 -18 -8 -10 right_child=1 -3 3 -5 -6 -7 18 -9 16 -11 11 -13 -14 14 -16 -17 17 -19 -20 -21 leaf_value=0.047302728628745135 0.20928903105957755 1.5804095983505249 1.8381867446899416 -0.043037643977573946 0.85942032444477079 0.77675741195678716 0.66014903472020081 -0.48046799346020352 -0.044641514460245765 -0.50339716726733796 0.22035231278867137 0.99787333125159849 -0.012083822197151928 0.03807579065516583 0.56722116666681632 -0.029587106568859954 -0.0041229996953310614 0.46323088977647864 0.11996509393056234 -0.31093703976992904 leaf_weight=2397 222 32 20 35 20 22 39 38 120 31 49 21 503 9065 68 4157 117274 23 30 116 leaf_count=2397 222 32 20 35 20 22 39 38 120 31 49 21 503 9065 68 4157 117274 23 30 116 internal_value=0 0.132572 0.0821578 0.641044 -0.000572814 -0.000701835 -0.000830158 0.0465805 -0.00105086 0.0708273 0.0932184 0.453609 0.0584221 0.0238451 0.0419696 -0.0014369 -0.00437535 -0.00403102 0.425286 -0.168397 internal_weight=0 951 919 55 133331 133311 133289 864 133220 826 795 70 725 15687 9133 6554 117533 117297 69 236 internal_count=134282 951 919 55 133331 133311 133289 864 133220 826 795 70 725 15687 9133 6554 117533 117297 69 236 cat_boundaries=0 6 12 13 19 23 cat_threshold=2148827136 393489 282896 415334400 168439874 134242336 4227072 1048576 1024 4194304 0 33554432 2442 32768 262145 16 134217728 4098 8224 0 2 4 16777216 is_linear=0 shrinkage=0.01 Tree=216 num_leaves=23 num_cat=4 split_feature=2 3 7 25 3 18 9 17 25 2 1 20 25 25 6 3 10 17 26 26 2 5 split_gain=164116 680319 230043 168579 364741 144996 130353 122857 108088 86320 78477.1 69334.7 70330.4 64997.2 63299.2 89382.4 49227.2 48494.3 45171.4 40994.5 34954.8 13216.3 threshold=160.61250000000001 364.63500000000005 225.07500000000002 0 11.040900000000002 747.99000000000012 1023.8910000000002 407.74900000000008 1 394.3250000000001 25.388750000000005 282.67948000000007 2 3 121.28400000000001 155.95150000000004 638.18750000000011 662.73140000000001 2022.5000000000002 2022.5000000000002 1048.2900000000002 1.7005140000000003 decision_type=2 2 2 9 2 2 2 2 9 2 2 2 9 9 2 2 2 2 2 2 2 2 left_child=5 2 3 4 10 6 7 8 11 14 18 12 -1 19 15 -5 -15 -9 -2 -10 21 -11 right_child=1 -3 -4 9 -6 -7 -8 17 13 20 -12 -13 -14 16 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=0.27153075249849168 0.23318582077026367 1.5646055257320404 0.91433580160140993 0.058922009634318748 1.3538555512697465 0.85082608354091649 0.76898983521894981 0.65354754215631727 -0.044195096492767337 -0.14402955628005709 0.6252029865682126 0.56069966872533161 0.020964374647087582 -0.0040817697018068304 -0.39906458922794891 0.66051058365748472 0.45859857248223351 0.11876543394724529 -0.31706012725830079 -0.30782766646352305 -0.45371906446086036 0.11653572949496183 leaf_weight=103 25 32 32 493 31 20 22 39 120 169 20 24 15560 117274 28 26 23 30 37 116 36 22 leaf_count=103 25 32 32 493 31 20 22 39 120 169 20 24 15560 117274 28 26 23 30 37 116 36 22 internal_value=0 0.131267 0.0813576 0.0513066 0.394894 -0.000567073 -0.000694803 -0.000821844 -0.00104034 -0.00390699 0.0805181 0.0236067 0.0227988 -0.0043316 0.0640732 0.0890594 -0.00399071 0.421034 -0.0951868 -0.166713 -0.16789 -0.114017 internal_weight=0 951 919 887 113 133331 133311 133289 133220 774 82 15687 15663 117533 547 519 117297 69 62 236 227 191 internal_count=134282 951 919 887 113 133331 133311 133289 133220 774 82 15687 15663 117533 547 519 117297 69 62 236 227 191 cat_boundaries=0 3 9 14 18 cat_threshold=33554944 1048576 1024 2148827136 393489 282896 415334400 168439874 134242336 0 0 0 65536 8192 0 2 4 16777216 is_linear=0 shrinkage=0.01 Tree=217 num_leaves=24 num_cat=6 split_feature=2 9 13 4 18 1 0 2 9 17 25 2 0 24 1 25 25 25 8 24 10 17 26 split_gain=160849 494514 783369 226458 142110 136135 227357 140299 127759 120412 105911 101774 91011.6 72787.2 184913 90062.2 63809.1 59695 71300.9 55320.7 48264.3 47529.2 29515.9 threshold=160.61250000000001 98.416000000000011 9.3700000000000028 15.582750000000003 747.99000000000012 166.69750000000002 118.92600000000002 480.00160000000005 1023.8910000000002 407.74900000000008 0 1048.2900000000002 201.25000000000003 1 395.70800000000008 2 3 4 36.937500000000007 5 638.18750000000011 662.73140000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 9 9 9 2 1 2 2 2 left_child=4 5 3 -3 8 11 7 -7 9 10 13 12 17 15 -15 -1 22 19 -19 -2 -18 -11 -12 right_child=1 2 -4 -5 -6 6 -8 -9 -10 21 16 -13 -14 14 -16 -17 20 18 -20 -21 -22 -23 -24 leaf_value=0.046616164967789163 -0.064989113339356017 2.3382247962951661 -0.67486083555221554 0.91059773731231686 0.84231781527400018 0.44963051178876096 -0.23388374113267468 1.5051566276550292 0.76129998120394615 0.64701205351413815 -0.089841711699072985 -0.5075683485059177 0.52865758883325675 0.037796466153302434 0.56122306445065673 -0.030252370418545085 -0.0041202710512314019 -0.08824400182181176 0.47363100767135619 0.21371124967673552 0.45401257535685668 0.11757779312133788 -0.3925957138307633 leaf_weight=2397 102 25 20 20 20 34 31 20 22 39 67 34 38 9045 68 4146 117412 383 24 220 23 30 62 leaf_count=2397 102 25 20 20 20 34 31 20 22 39 67 34 38 9045 68 4146 117412 383 24 220 23 30 62 internal_value=0 0.129954 0.971852 1.70372 -0.000561183 0.06819 0.448708 0.840566 -0.000687636 -0.000813406 -0.00102972 0.0278104 0.051543 0.0233952 0.0416565 -0.00206375 -0.004284 0.0266728 -0.0537897 0.126129 -0.0040302 0.416823 -0.21842 internal_weight=0 951 65 45 133331 886 85 54 133311 133289 133220 801 767 15656 9113 6543 117564 729 407 322 117435 69 129 internal_count=134282 951 65 45 133331 886 85 54 133311 133289 133220 801 767 15656 9113 6543 117564 729 407 322 117435 69 129 cat_boundaries=0 6 7 13 16 22 23 cat_threshold=2148827136 393473 282896 415858688 168439874 134242336 2442 32768 262145 16 134217728 4098 8224 0 2 4 33280 1048576 17408 4194304 16777216 33554432 3079 is_linear=0 shrinkage=0.01 Tree=218 num_leaves=27 num_cat=5 split_feature=25 3 11 4 8 3 3 25 9 4 25 1 25 26 11 9 3 9 0 26 0 6 24 10 9 8 split_gain=157744 343092 150694 152094 131516 87693.9 76943.5 106612 134222 73429.7 70829.8 69991.7 59463.4 45864.6 41869.5 41520.8 36855.8 35358.6 102872 31564 30971.8 21223.6 21151.8 31798.5 7973.89 868.697 threshold=0 782.62500000000011 481.77300000000008 1066.3056000000001 571.7600000000001 650.90000000000009 72.992500000000021 1 48.760000000000012 73.786500000000018 2 395.70800000000008 3 2022.5000000000002 648.37500000000011 783.98480000000006 232.66575000000003 20.057875000000006 110.69500000000002 2022.5000000000002 192.58100000000002 95.336000000000027 4 19.649875000000005 21.007500000000004 804.02882000000011 decision_type=9 2 2 2 2 2 2 9 2 2 9 2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 2 3 4 10 6 12 8 9 16 13 -12 19 -1 -4 17 -8 21 -19 -2 22 -14 23 -9 -24 -6 right_child=5 -3 14 -5 25 -7 7 20 -10 -11 11 -13 15 -15 -16 -17 -18 18 -20 -21 -22 -23 24 -25 -26 -27 leaf_value=0.088691754457997332 -0.0716015234860507 0.91063531051982538 0.82807613571484884 0.89608848476409919 -0.37100389440854392 -0.48409326879601727 0.19983022133378608 0.041433588103557142 1.0383564181554885 0.69868232983809253 0.021723141462430803 0.24015411879565265 -0.0051462310672828106 0.51074846267700191 0.31283175551373027 -0.45974785423278813 -0.15601298696464963 0.024745628789865543 0.46664520934776021 -0.3820598790095403 0.35897497053499577 0.056678265823471935 -0.032096188871718161 0.4232807395769202 -0.23764348411560057 -0.44071645910089663 leaf_weight=51 66 44 24 20 39 38 152 421 21 26 16648 148 113159 52 46 20 36 2156 54 65 27 558 335 23 20 33 leaf_count=51 66 44 24 20 39 38 152 421 21 26 16648 148 113159 52 46 20 36 2156 54 65 27 558 335 23 20 33 internal_value=0 0.0287183 0.0264606 0.024553 0.023526 -0.00378216 -0.00362667 0.0811453 0.2642 0.200577 0.025343 0.0236338 -0.00440152 0.275064 0.489487 -0.0041512 0.13169 -0.00407296 0.0355432 -0.209643 0.0255577 -0.00484286 0.0146106 0.0598656 -0.0424797 -0.402955 internal_weight=0 17105 17061 16991 16971 117177 117139 1061 235 214 16899 16796 116078 103 70 115947 188 115927 2210 131 826 113717 799 444 355 72 internal_count=134282 17105 17061 16991 16971 117177 117139 1061 235 214 16899 16796 116078 103 70 115947 188 115927 2210 131 826 113717 799 444 355 72 cat_boundaries=0 6 11 16 19 20 cat_threshold=2148843520 393473 20624 407470080 168439875 134242336 0 4096 536872000 0 16777216 0 0 0 65536 8192 0 2 4 1865 is_linear=0 shrinkage=0.01 Tree=219 num_leaves=25 num_cat=8 split_feature=2 3 7 25 3 18 9 17 25 24 2 24 25 25 25 10 17 10 24 5 5 4 2 0 split_gain=156865 663897 224652 164542 355569 139040 125244 117897 101684 95168.7 95360.3 68990.8 130290 86538.2 61833.1 47088.2 46527.3 41963.8 36547.8 21531.8 19223.6 17145.3 11824.7 24316.7 threshold=160.61250000000001 364.63500000000005 225.07500000000002 0 11.040900000000002 747.99000000000012 1023.8910000000002 407.74900000000008 1 2 394.3250000000001 3 4 5 6 638.18750000000011 662.73140000000001 50.111000000000004 7 174.86250000000004 65.869500000000002 50.44700000000001 232.66575000000003 15.053400000000002 decision_type=2 2 2 9 2 2 2 2 9 1 2 1 9 9 9 2 2 2 1 2 2 2 2 2 left_child=5 2 3 4 22 6 7 8 11 10 17 13 -13 -1 18 -16 -9 -5 -10 20 -11 -12 -2 -24 right_child=1 -3 -4 9 -6 -7 -8 16 14 19 21 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 leaf_value=0.045858101547445358 0.27061806699504021 1.5442660927772522 0.90218799740076072 0.25906116263549217 1.3355124483569976 0.83316827893257139 0.75377039302479132 0.64019467781751593 -0.025360274200439452 -0.11356432403450985 -0.17296553531495651 0.26934652834762762 0.034359051942626721 -0.029455045921455793 -0.0039692518031481617 0.44854778372723125 0.11637058671315512 -0.21825329256057738 -0.28112755353214175 -0.40425057530403136 0.18480912332949431 0.14750573921203614 0.15985371563885661 -0.25996890520507637 leaf_weight=2397 23 32 32 233 31 20 22 39 115 353 101 233 8900 4157 117274 23 30 20 121 24 23 20 37 22 leaf_count=2397 23 32 32 233 31 20 22 39 115 353 101 233 8900 4157 117274 23 30 20 121 24 23 20 37 22 internal_value=0 0.128332 0.0790289 0.0493321 0.388784 -0.000556769 -0.000681848 -0.000806374 -0.00102041 -0.00518218 0.108012 0.0228854 0.0406421 -0.0018828 -0.00421268 -0.00388019 0.412445 0.221329 -0.162592 -0.111072 -0.0953128 -0.119995 0.0782864 0.00330969 internal_weight=0 951 919 887 113 133331 133311 133289 133220 774 374 15687 9133 6554 117533 117297 69 253 236 400 376 121 82 59 internal_count=134282 951 919 887 113 133331 133311 133289 133220 774 374 15687 9133 6554 117533 117297 69 253 236 400 376 121 82 59 cat_boundaries=0 3 9 10 11 16 22 26 27 cat_threshold=33554944 1048576 1024 2148827136 393489 282896 415334400 168439874 134242336 315 2442 0 0 4096 65536 139264 32768 262145 16 134217728 4098 8224 0 2 4 16777216 858 is_linear=0 shrinkage=0.01 Tree=220 num_leaves=15 num_cat=1 split_feature=9 2 22 25 6 5 3 0 1 5 3 9 12 6 split_gain=199248 164306 135226 132706 193451 349957 107954 91514.6 71686.6 169540 66662.5 34998.6 38541.3 33868.2 threshold=1023.8910000000002 1048.2900000000002 288.94250000000005 0 442.27000000000004 78.062500000000014 1048.2900000000002 1083.9006000000002 177.74775000000002 120.129 255.07275000000001 673.83140000000014 180.11025000000004 546.86500000000012 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 13 7 -1 11 10 -10 12 -5 -6 right_child=-2 -3 -4 8 5 -7 -8 -9 9 -11 -12 -13 -14 -15 leaf_value=0.027635766386007687 0.87535701751708983 -0.69521058499813082 0.82225255393981944 -0.0038868073766514162 0.48582974672317508 1.6531869888305664 -0.70638966846466067 0.6215498592303349 0.089851545587752421 0.75092555339519795 -0.50113110816478734 -0.41191375335057578 0.12376056954327515 0.035612014423717156 leaf_weight=12127 26 34 20 121509 24 20 20 26 418 39 20 21 237 55 leaf_count=12127 26 34 20 121509 24 20 20 26 418 39 20 21 237 55 internal_value=0 -0.000134636 4.10241e-05 -8.12233e-05 0.0312534 0.471539 0.0276983 0.0289064 -0.00322918 0.119122 0.062866 -0.00370873 -0.00363832 0.172387 internal_weight=0 134570 134536 134516 12272 99 12173 12153 122244 477 438 121767 121746 79 internal_count=134596 134570 134536 134516 12272 99 12173 12153 122244 477 438 121767 121746 79 cat_boundaries=0 6 cat_threshold=2152759296 131074 266324 420053120 168436291 134234145 is_linear=0 shrinkage=0.01 Tree=221 num_leaves=18 num_cat=2 split_feature=9 2 25 4 11 5 3 5 1 5 7 2 9 25 3 13 9 split_gain=195283 161036 131467 146435 134891 329747 124149 101541 68419.1 167069 65258.2 71279.2 34320.2 31059.3 52141.2 28148.4 14439.7 threshold=1023.8910000000002 1048.2900000000002 0 783.48000000000013 215.74175000000005 124.30625000000002 1048.2900000000002 441.68000000000006 177.74775000000002 120.129 18.285000000000004 160.61250000000001 673.83140000000014 1 782.62500000000011 362.49400000000003 15.582750000000003 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 2 3 4 6 16 7 -1 12 10 11 -10 13 14 -4 -15 -6 right_child=-2 -3 8 -5 5 -7 -8 -9 9 -11 -12 -13 -14 15 -16 -17 -18 leaf_value=0.029204201226443481 0.86660343610323398 -0.68825848740689899 0.0036830749497938709 0.6680687088436551 0.16836996760250122 1.3703436130523681 -0.76178027725219721 -0.3156418475439382 0.061883785624778705 0.74341629847502089 -0.36029837884447152 0.61304285659790037 -0.40779461156754265 -0.0070153345299735961 0.49065522063862199 0.33550276637077331 -0.11014195962385698 leaf_weight=11984 26 34 38262 36 121 25 20 86 382 39 34 25 21 83433 22 24 22 leaf_count=11984 26 34 38262 36 121 25 20 86 382 39 34 25 21 83433 22 24 22 internal_value=0 -0.00013329 4.06138e-05 0.0311981 0.0293531 0.310763 0.0254427 0.0267471 -0.00309522 0.11606 0.0605794 0.0957388 -0.0035652 -0.00349547 0.00396188 -0.00691601 0.125522 internal_weight=0 134570 134536 12294 12258 168 12090 12070 122242 480 441 407 121762 121741 38284 83457 143 internal_count=134596 134570 134536 12294 12258 168 12090 12070 122242 480 441 407 121762 121741 38284 83457 143 cat_boundaries=0 6 12 cat_threshold=2152759296 131075 266324 956923904 168436291 134234145 570704400 1056000 167800065 3229880480 16832512 262144 is_linear=0 shrinkage=0.01 Tree=222 num_leaves=15 num_cat=2 split_feature=9 2 22 25 6 5 3 0 1 5 3 9 6 25 split_gain=191397 157832 132431 127563 188983 341856 103643 89519.5 68885.6 162851 65137.6 33618.7 33254.7 30129.3 threshold=1023.8910000000002 1048.2900000000002 288.94250000000005 0 442.27000000000004 78.062500000000014 1048.2900000000002 1083.9006000000002 177.74775000000002 120.129 255.07275000000001 673.83140000000014 546.86500000000012 1 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 9 left_child=1 2 3 4 6 12 7 -1 11 10 -10 13 -6 -5 right_child=-2 -3 -4 8 5 -7 -8 -9 9 -11 -12 -13 -14 -15 leaf_value=0.02703416742354374 0.857937441605788 -0.68137589970932289 0.81370757913589475 0.0037743856289934419 0.48071135361989342 1.6336807155609132 -0.69217305755615233 0.61443779294307421 0.088307491654984693 0.73598211630796773 -0.49587664198875431 -0.40371666749318447 0.03459007852727717 -0.006939921836708567 leaf_weight=12145 26 34 20 38281 24 20 20 26 418 39 20 21 55 83447 leaf_count=12145 26 34 20 38281 24 20 20 26 418 39 20 21 55 83447 internal_value=0 -0.000131957 4.02076e-05 -8.07694e-05 0.0306159 0.465789 0.027107 0.028289 -0.0031696 0.116768 0.0616324 -0.00363977 0.170121 -0.00357075 internal_weight=0 134570 134536 134516 12290 99 12191 12171 122226 477 438 121749 79 121728 internal_count=134596 134570 134536 134516 12290 99 12191 12171 122226 477 438 121749 79 121728 cat_boundaries=0 6 12 cat_threshold=2152759296 131074 266324 956924032 168436291 134234145 570704400 1056001 167800065 3229880352 16832512 262144 is_linear=0 shrinkage=0.01 Tree=223 num_leaves=16 num_cat=4 split_feature=9 2 22 25 4 11 5 3 1 5 9 25 12 24 25 split_gain=187588 154691 129795 125055 153105 135230 319675 119437 65872.6 161864 118395 73064.1 33124.5 87619.9 24552.9 threshold=1023.8910000000002 1048.2900000000002 288.94250000000005 0 783.48000000000013 215.74175000000005 124.30625000000002 1048.2900000000002 161.49750000000009 64.831750000000014 13.869500000000002 1 180.11025000000004 2 3 decision_type=2 2 2 9 2 2 2 2 2 2 2 9 2 1 9 left_child=1 2 3 4 5 7 -7 -1 12 11 -11 -10 14 -14 -5 right_child=-2 -3 -4 8 -6 6 -8 -9 9 10 -12 -13 13 -15 -16 leaf_value=0.025829993367290076 0.84935805687537569 -0.67456213108756968 0.80557052278518682 0.0036294476900142398 0.69079399381365092 0.12749392919137445 1.3537992103576661 -0.74758875083923348 0.21930763176065282 0.91071750068664559 -0.016520452499389649 -0.037479499944231727 0.29685848951339722 -0.075438156661702629 -0.006563244468479567 leaf_weight=12065 26 34 20 32133 35 142 25 20 153 40 21 342 116 124 89300 leaf_count=12065 26 34 20 32133 35 142 25 20 153 40 21 342 116 124 89300 internal_value=0 -0.000130639 3.98033e-05 -7.9964e-05 0.0303175 0.0284555 0.311073 0.02455 -0.00313787 0.105461 0.591504 0.0455644 -0.00363439 0.113731 -0.00386635 internal_weight=0 134570 134536 134516 12287 12252 167 12085 122229 556 61 495 121673 240 121433 internal_count=134596 134570 134536 134516 12287 12252 167 12085 122229 556 61 495 121673 240 121433 cat_boundaries=0 6 10 11 17 cat_threshold=2152759296 131075 266324 956923904 168436291 134234145 512 1052672 16384 4194304 1364 537149968 1052480 167800065 3229880480 16816128 262144 is_linear=0 shrinkage=0.01 Tree=224 num_leaves=29 num_cat=5 split_feature=9 25 4 6 7 11 5 5 1 5 7 24 1 1 12 24 9 12 6 4 25 7 25 12 6 5 6 6 split_gain=183855 115757 149612 165625 221551 77209 97245.3 187608 62649.6 158904 63245.5 65437.6 57561.9 47694 46747.8 66371 65460 51264 24744.4 26444.2 67017.1 22525.8 21838.5 5393.93 3570.86 1950.85 654.419 529.511 threshold=1023.8910000000002 0 783.48000000000013 442.27000000000004 35.202375000000011 751.80750000000012 441.68000000000006 364.99000000000007 177.74775000000002 120.129 18.285000000000004 1 395.70800000000008 543.20000000000016 180.11025000000004 2 47.963000000000008 407.74900000000008 546.86500000000012 69.058000000000021 3 12.784500000000003 4 407.74900000000008 783.98480000000006 783.48000000000013 546.86500000000012 783.98480000000006 decision_type=2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 9 2 9 2 2 2 2 2 left_child=1 2 3 5 24 6 7 -1 14 10 11 12 -10 -13 18 16 17 -16 19 22 -21 23 -3 -17 26 -8 -5 -20 right_child=-2 8 -4 4 -6 -7 25 -9 9 -11 -12 13 -14 -15 15 21 -18 -19 27 20 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=0.023389842029623957 0.8408644896287184 0.002998148854109452 0.68197917992728097 0.10499020803542365 1.3756799879074098 0.59057843208312988 -0.32952182012891018 0.82867324302936429 0.1735287781659659 0.72284366460946881 -0.35745657681104015 0.060732010621433109 0.68989001083374024 -0.30643661429242391 0.36344370970085488 -0.021956452327231837 0.84029072117805481 -0.13983130011065253 -0.27112302975221114 0.12939308012969764 -0.021116466829817077 -0.33408711774008615 -0.0067069060138702855 0.1354878407139932 0.29162307445819563 -0.23262157747822426 0.17729035377502442 -0.20320277114709218 leaf_weight=12037 26 31359 35 21 20 24 63 29 77 39 34 258 30 41 67 73 20 29 22 504 696 21 88928 31 26 31 31 24 leaf_count=12037 26 31359 35 21 20 24 63 29 77 39 34 258 30 41 67 73 20 29 22 504 696 21 88928 31 26 31 31 24 internal_value=0 -0.000129036 0.0290779 0.027241 0.4367 0.0239476 0.0228293 0.0253253 -0.00307377 0.111066 0.0568406 0.0915354 0.291098 0.0100484 -0.00352299 0.135614 0.294456 0.211413 -0.0037989 -0.0037111 0.0429998 -0.0327298 -0.00417709 0.0249741 0.195936 -0.297565 0.148092 -0.235686 internal_weight=0 134570 12317 12282 98 12184 12160 12066 122253 479 440 406 107 299 121774 241 116 96 121533 121487 1200 125 120287 104 78 94 52 46 internal_count=134596 134570 12317 12282 98 12184 12160 12066 122253 479 440 406 107 299 121774 241 116 96 121533 121487 1200 125 120287 104 78 94 52 46 cat_boundaries=0 6 7 8 13 19 cat_threshold=2152759296 131074 266324 956924032 168436291 134234145 1036 1364 838862336 536875040 673186816 2151677952 16777216 537150352 269487361 167800577 1082396704 16816128 262144 is_linear=0 shrinkage=0.01 Tree=225 num_leaves=34 num_cat=9 split_feature=25 0 5 17 24 6 6 6 25 1 5 1 5 5 9 25 24 25 6 26 0 25 24 25 1 1 26 0 0 0 0 5 5 split_gain=144151 292380 1.06359e+06 110384 109021 128538 154653 143375 110472 154482 106858 84256.4 88539 84104.4 71349.2 67311.6 62708.1 79464.4 57750.4 56511.8 43500 158211 274876 58872.9 39402.3 43306.1 39286.1 26801.8 53302.9 25373.5 39862.5 2723.05 3942.19 threshold=0 290.96350000000007 120.129 515.65075000000013 1 259.31250000000006 657.87500000000011 442.27000000000004 2 543.20000000000016 481.77300000000008 437.49875000000003 242.64500000000001 191.43400000000005 783.98480000000006 3 4 5 657.87500000000011 2022.5000000000002 23.111000000000001 6 7 8 789.60480000000007 36.902000000000008 2022.5000000000002 393.82500000000005 542.34225000000004 431.47500000000008 643.62800000000016 400.11250000000007 650.90000000000009 decision_type=9 2 2 2 1 2 2 2 9 2 2 2 2 2 2 9 1 9 2 2 2 9 1 9 2 2 2 2 2 2 2 2 2 left_child=1 4 19 14 11 8 7 -7 16 10 -10 12 13 15 18 -1 26 -18 20 29 24 22 -22 -23 25 -2 -6 -21 -29 -3 -31 -14 -33 right_child=3 2 -4 -5 5 6 -8 -9 9 -11 -12 -13 31 -15 -16 -17 17 -19 -20 27 21 23 -24 -25 -26 -27 -28 28 -30 30 -32 32 -34 leaf_value=0.20446942164485615 -0.0047477705044409102 -0.2616854812358988 2.6153417122364044 0.62524585383278986 0.22178187245228251 0.32627743533679415 -0.24876219749450684 1.4193413450604393 0.022610622584149139 0.76000221581294625 0.6786877170562744 0.43756929351062313 -0.3038809847831726 0.60481010003523394 0.46943256467580796 -0.025648103926075649 -0.053889960765838629 0.18417898250701734 0.33696657266616825 0.58773805332183837 0.61433827731629898 -0.11294379276589941 0.07540432032698885 0.016275276877342454 -0.33950446455819266 0.039369765711109388 0.58370718083139195 -0.13184667348861695 0.51585203382703992 0.42490455323999576 -0.15874167070388795 -0.5460644502639771 -0.34751499176025391 leaf_weight=123 120053 29 20 28 61 28 20 21 3555 29 25 41 20 22 32 2910 190 522 50 30 106 389 567 3021 35 2267 59 24 27 22 25 20 20 leaf_count=123 120053 29 20 28 61 28 20 21 3555 29 25 41 20 22 32 2910 190 522 50 30 106 389 567 3021 35 2267 59 24 27 22 25 20 20 internal_value=0 0.0415917 0.443464 -0.00256168 0.0323671 0.0638335 0.492271 0.794733 0.0573206 0.0329892 0.0271922 -0.0127609 -0.0187292 -0.0112577 -0.00270082 -0.0157264 0.160538 0.120783 -0.00282027 0.166792 -0.00295464 0.0291544 0.16804 0.00124731 -0.00402612 -0.00393012 0.36898 0.350566 0.211053 -0.0290726 0.114454 -0.399153 -0.44679 internal_weight=0 7843 177 126548 7666 4510 69 49 4441 3609 3580 3156 3115 3055 126520 3033 832 712 126488 157 126438 4083 673 3410 122355 122320 120 81 51 76 47 60 40 internal_count=134391 7843 177 126548 7666 4510 69 49 4441 3609 3580 3156 3115 3055 126520 3033 832 712 126488 157 126438 4083 673 3410 122355 122320 120 81 51 76 47 60 40 cat_boundaries=0 6 7 12 18 19 24 30 31 37 cat_threshold=2148827136 67239939 4116 420282368 168304706 8704 3218 0 67108867 4100 420020224 8256 2147483648 0 4 0 0 8704 4 0 2 4096 0 8192 578813952 512 4195328 0 0 2048 18 4194432 1048576 256 4202496 1 16400 is_linear=0 shrinkage=0.01 Tree=226 num_leaves=33 num_cat=3 split_feature=25 0 9 17 1 26 1 3 10 25 9 3 9 3 3 6 6 6 0 11 9 0 25 1 1 1 0 26 0 10 10 0 split_gain=141529 286257 399199 101479 99246.8 157936 82975.3 118413 79297.3 67658.5 62392.5 57082.7 99976.8 114183 67203.6 100364 56545.3 148761 55220.2 52865.3 50533.9 43093.2 160509 39150.7 76618.6 29665.4 12597.3 10770.4 7217.66 5744.45 6328.55 3078.91 threshold=0 290.96350000000007 18.285000000000004 515.65075000000013 133.53660000000005 2022.5000000000002 437.49875000000003 5.6142500000000011 307.82250000000005 1 783.98480000000006 317.21700000000004 33.06750000000001 1048.2900000000002 145.10250000000005 162.20850000000004 318.53250000000008 657.87500000000011 431.47500000000008 33.791000000000004 2.2125000000000004 25.333500000000004 2 543.20000000000016 789.60480000000007 17.552500000000006 139.33500000000001 2022.5000000000002 643.62800000000016 638.18750000000011 440.18000000000006 393.82500000000005 decision_type=9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 6 4 10 5 18 8 23 9 27 11 14 13 26 21 19 20 -18 -3 -16 -11 25 -23 -8 -25 -2 -13 -1 -20 30 -10 -7 right_child=3 2 -4 -5 -6 31 7 -9 29 16 -12 12 -14 -15 15 -17 17 -19 28 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 leaf_value=0.13842752358492683 -0.0048680450393823625 -0.3720505830515986 1.6995762105421588 0.58895507483646792 -0.34609884013300357 0.80396658668518073 -0.2007693046072255 1.0083639974594116 -0.24456681031447189 0.029859351900785557 0.43210238109935412 -0.11895885560885969 0.5139518761634827 -0.92541697002592549 0.042270946577914713 0.60853449666186388 0.56440510664956045 -0.32070740018572125 0.37288981199264526 0.45823891592748239 -0.081384408791174839 0.23533924922390012 0.0095021169319983896 0.64163527357167216 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87 67 445 7100 125850 3751 77 54 122099 186 232 44 76 51 65 cat_boundaries=0 6 11 14 cat_threshold=2148827136 67239938 4116 420315136 168304706 8704 0 2 4 65536 8256 578813952 512 4194304 is_linear=0 shrinkage=0.01 Tree=227 num_leaves=45 num_cat=10 split_feature=25 0 5 24 25 5 6 24 2 25 0 2 25 1 5 8 13 15 2 11 2 1 11 5 2 6 0 4 6 2 2 2 1 1 0 0 24 0 25 24 0 24 6 5 split_gain=138711 280560 1.03733e+06 102130 138782 151409 115151 106731 100428 190070 162412 97345.1 80769 135448 89137.1 76216.8 63970.6 59605.2 58721.3 52804.1 36700 36160 32840 189736 45807.4 33901.1 34019.1 30626.4 28574.2 26941.6 18580.9 14990 14710.6 11969.5 37856 17079.4 8225.02 8204.03 8166.58 22943.2 4180.94 4013.92 2525.66 2377.57 threshold=0 290.96350000000007 120.129 1 2 400.11250000000007 246.34000000000003 3 271.95250000000004 4 77.552000000000007 46.789800000000007 5 437.49875000000003 254.90500000000003 4.5502900000000013 638.18750000000011 3.2160235000000004 648.37500000000011 112.41000000000001 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22 1309 31 181 25 4949 20 25 22 20 23 20 24 21 20 123 20 117 241 38 189 29 30 internal_value=0 0.0410057 0.434628 0.0318828 0.0681194 0.0469873 0.0401783 0.241024 -0.00249936 0.17555 0.495425 0.161393 -0.00521504 0.0165267 0.00889271 -0.0113735 -0.00294501 0.0326226 0.343519 0.0160243 0.116881 -0.00304908 -0.00297844 0.043207 0.0270969 -0.00354161 -0.00343312 -0.0740384 0.489878 0.503606 -0.103549 -0.11783 0.587521 0.267169 0.311684 0.109244 0.157975 -0.0804492 -0.0959033 -0.0580185 0.483243 -0.135196 -0.254046 -0.401583 internal_weight=0 7769 177 7592 3832 3426 3389 406 126622 316 107 157 3760 3086 3045 209 126306 3333 85 2993 273 126279 126257 1521 1490 124736 124682 189 56 62 674 169 41 133 109 50 248 146 654 358 59 296 54 52 internal_count=134391 7769 177 7592 3832 3426 3389 406 126622 316 107 157 3760 3086 3045 209 126306 3333 85 2993 273 126279 126257 1521 1490 124736 124682 189 56 62 674 169 41 133 109 50 248 146 654 358 59 296 54 52 cat_boundaries=0 6 7 12 13 18 23 24 28 29 30 cat_threshold=2148827136 67239938 4116 420315136 168304706 8704 869 0 2 4100 151060480 8192 68 37748736 1052672 1024 0 1 0 67108866 4096 420020224 167780352 257 0 2 4096 151060480 3072 10 is_linear=0 shrinkage=0.01 Tree=228 num_leaves=19 num_cat=1 split_feature=0 4 3 9 6 6 3 3 24 10 0 0 20 0 26 6 6 0 split_gain=132144 470629 274561 97578 62827.2 121736 245098 165621 60348.3 60370.5 55677.6 50720.6 50665.8 44146.7 38102 28906.2 24377.9 19630.2 threshold=290.96350000000007 242.64500000000001 272.24748000000005 1023.8910000000002 1043.5418000000002 442.27000000000004 127.48600000000002 1048.2900000000002 0 8.3312500000000025 309.85375000000005 332.15050000000008 324.92500000000007 24.018750000000004 2022.5000000000002 482.64500000000004 546.86500000000012 431.47500000000008 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=3 2 8 4 5 7 15 12 11 10 -10 -2 13 -1 -13 -7 -17 -12 right_child=1 -3 -4 -5 -6 6 -8 -9 9 -11 17 14 -14 -15 -16 16 -18 -19 leaf_value=-0.0018769811552179769 -0.12232040918790377 1.5613105865146804 1.2411748461723329 0.56967616017659506 -0.50196386985778807 0.43310927649339043 1.3194613081216813 -0.6987678224900189 0.41788653810818993 -0.54558916304792671 -0.12870304866790772 0.17324092632386745 0.36435370231929576 0.031122713569725288 0.60985195392217395 -0.2308346726000309 0.13782441963612194 0.039486094438112698 leaf_weight=129459 26 23 20 30 25 24 20 34 30 21 125 41 38 4185 39 24 71 156 leaf_count=129459 26 23 20 30 25 24 20 34 30 21 125 41 38 4185 39 24 71 156 internal_value=0 0.165471 0.0953743 -0.000575653 -0.000703436 -0.000609816 0.295175 -0.000917289 0.0430547 -0.0258738 0.00838761 0.238851 -0.000739801 -0.000843611 0.386089 0.123026 0.0446895 -0.0353311 internal_weight=0 481 458 133910 133880 133855 139 133716 438 332 311 106 133682 133644 80 119 95 281 internal_count=134391 481 458 133910 133880 133855 139 133716 438 332 311 106 133682 133644 80 119 95 281 cat_boundaries=0 1 cat_threshold=2816 is_linear=0 shrinkage=0.01 Tree=229 num_leaves=42 num_cat=8 split_feature=25 0 5 24 25 5 6 24 26 2 2 26 25 12 5 5 2 15 0 0 12 6 18 12 0 6 2 5 24 0 2 6 9 6 2 2 5 24 26 24 5 split_gain=135368 275804 1.0092e+06 101135 135805 148215 112526 104806 156966 98960.6 96335.7 116157 74978.9 69950 65583.9 83673.7 68376.5 62268.9 59195.3 76407.3 51295.3 150761 59072.5 45854.1 43796.1 41560.7 39907.7 83999.7 56581 36469.1 36019.7 34066.7 45269.6 28021.1 14233.3 11687.1 8419.41 8061.74 6123.64 6236.65 3137.58 threshold=0 290.96350000000007 120.129 1 2 400.11250000000007 246.34000000000003 3 2022.5000000000002 783.48000000000013 46.789800000000007 2022.5000000000002 4 648.37500000000011 232.66575000000003 191.43400000000005 543.20000000000016 3.2160235000000004 542.34225000000004 393.82500000000005 37.605210000000007 259.31250000000006 12.658800000000003 53.637000000000008 431.47500000000008 46.327155000000005 185.38000000000002 273.10998000000006 5 643.62800000000016 29.184500000000003 442.27000000000004 673.83140000000014 482.64500000000004 1048.2900000000002 22.848730000000007 62.185000000000009 6 2022.5000000000002 7 544.35000000000002 decision_type=9 2 2 1 9 2 2 1 2 2 2 2 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 1 2 1 2 left_child=1 3 10 4 7 6 17 8 -1 13 11 24 35 20 15 16 -14 -6 19 -13 26 22 25 -24 -3 -22 31 28 -28 -26 37 32 -2 -8 -11 38 -33 -9 39 -5 -16 right_child=9 2 -4 12 5 -7 33 30 -10 34 -12 18 14 -15 40 -17 -18 -19 -20 -21 21 -23 23 -25 29 -27 27 -29 -30 -31 -32 36 -34 -35 -36 -37 -38 -39 -40 -41 -42 leaf_value=0.1492194410470816 -0.003726407947739107 -0.38500512164572009 2.5469559507369999 -0.015726744254430138 0.041383440247682195 0.67632188049522612 0.68528737737286483 0.21289743289241084 0.83647478328031655 0.28654860734939575 -0.42181540538867318 0.72758343403155989 0.0097559617153222308 0.46484972879290581 -0.36896955172220863 0.66274812507629388 0.53480862503051763 -0.17716195584220046 1.0147791604995728 -0.083414973304385229 0.012857668652195311 0.87904034419493249 0.72196933674812314 0.17020740700549766 0.46690621280670164 0.24297692392287509 -0.060511497236215156 0.69183363004164267 0.1610276777686378 -0.12310540199279786 -0.24171906890869144 -0.14655033666746958 0.3509357803397708 0.23531523971557619 0.62228176282799763 -0.36197935724258423 -0.37919759321212765 0.075778225274910599 -0.15188536864225105 -0.12590792685258584 -0.22636462423536516 leaf_weight=65 124650 23 20 110 3151 37 31 125 68 28 24 26 3145 32 36 20 25 136 20 21 1195 22 20 61 20 84 211 22 237 22 25 70 36 25 23 20 20 123 223 112 27 leaf_count=65 124650 23 20 110 3151 37 31 125 68 28 24 26 3145 32 36 20 25 136 20 21 1195 22 20 61 20 84 211 22 237 22 25 70 36 25 23 20 20 123 223 112 27 internal_value=0 0.0407566 0.43211 0.0316321 0.0679168 0.0467422 0.0399138 0.238837 0.465591 -0.00245372 0.160975 0.266937 -0.00548419 -0.00263124 0.011619 0.0179648 0.0138968 0.0323411 0.55912 0.365222 -0.00274938 0.0578407 0.0445566 0.306445 -0.0342356 0.0279711 -0.00341795 0.0885556 0.0589303 0.157853 0.115819 -0.00376439 -0.00362401 0.484407 0.437958 -0.122859 -0.19825 0.156531 -0.114873 -0.0776936 -0.307853 internal_weight=0 7680 176 7504 3786 3380 3343 406 133 126711 156 132 3718 126660 3253 3190 3170 3287 67 47 126628 1382 1360 81 65 1279 125246 470 448 42 273 124776 124686 56 51 465 90 248 445 222 63 internal_count=134391 7680 176 7504 3786 3380 3343 406 133 126711 156 132 3718 126660 3253 3190 3170 3287 67 47 126628 1382 1360 81 65 1279 125246 470 448 42 273 124776 124686 56 51 465 90 248 445 222 63 cat_boundaries=0 6 7 12 13 18 19 20 21 cat_threshold=2148827136 67239938 4116 420020224 168304706 8704 869 0 2 4100 151060480 8192 68 0 67108866 4096 151060480 33554432 3269 257 1034 is_linear=0 shrinkage=0.01 Tree=230 num_leaves=24 num_cat=1 split_feature=3 26 25 5 1 17 2 4 7 2 3 1 5 3 4 4 13 5 9 4 3 4 26 split_gain=223167 333225 144174 97400.1 331739 170068 141171 128597 122763 113951 91993.6 91627.7 82581.3 51290.6 34925.6 58489.7 38708.5 37833 39475.9 17458.6 11402.6 2464.27 1115.8 threshold=782.62500000000011 2022.5000000000002 0 79.77300000000001 172.67400000000001 36.714000000000006 120.93775000000001 1066.3056000000001 657.87500000000011 16.660407500000005 11.900350000000001 1066.3056000000001 87.925000000000011 400.11250000000007 544.35000000000002 335.81400000000008 481.89500000000004 650.90000000000009 292.55550000000005 481.77300000000008 15.456105000000003 398.32578000000007 2022.5000000000002 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 left_child=2 -2 3 7 5 6 12 8 11 -6 -8 13 -5 -1 15 16 17 18 -4 20 21 -17 -16 right_child=1 -3 14 4 9 -7 10 -9 -10 -11 -12 -13 -14 -15 22 19 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.019662344191555194 -0.39093177636464438 1.0626284431374591 -0.0044399579680912526 0.53910453374569234 1.3389567131831728 0.81480914656321202 0.94318254612110286 0.82303395652771005 0.56722703049822554 0.35778797143697738 0.092286487420399993 0.66430978775024419 -0.039756008114421593 -0.24968034932311153 -0.20075838939003324 0.29861676678061488 -0.31962684729160407 0.32419742039271759 -0.18441600066716554 0.48255166297373564 -0.036848412513732914 0.1592055488768078 -0.29149177912509805 leaf_weight=16807 24 46 115953 26 29 30 27 20 41 20 24 22 473 71 23 32 39 35 122 23 20 21 33 leaf_count=16807 24 46 115953 26 29 30 27 20 41 20 24 22 473 71 23 32 39 35 122 23 20 21 33 internal_value=0 0.564265 -0.000515549 0.0261586 0.148367 0.0816159 0.0416235 0.021642 0.0206959 0.93848 0.542761 0.01937 -0.00959494 0.0185293 -0.00455176 -0.00443187 -0.0046358 -0.00453 -0.00462912 0.2423 0.166604 0.243378 -0.254226 internal_weight=0 70 133891 17590 629 580 550 16961 16941 49 51 16900 499 16878 116301 116245 116149 116110 116075 96 73 53 56 internal_count=133961 70 133891 17590 629 580 550 16961 16941 49 51 16900 499 16878 116301 116245 116149 116110 116075 96 73 53 56 cat_boundaries=0 6 cat_threshold=34635776 67108867 25040 293896192 34222593 134226593 is_linear=0 shrinkage=0.01 Tree=231 num_leaves=33 num_cat=3 split_feature=25 5 9 1 4 7 1 26 4 2 5 4 25 24 11 9 1 1 0 0 4 9 5 10 26 7 8 26 26 26 5 26 split_gain=164651 226565 508450 428073 112469 75328.2 75052.8 72279.4 100429 69632.8 69432.5 52240.6 39846.7 60769.2 32323.5 31282.2 29657.8 55483.3 95376.8 28849.5 27185.6 26602.9 21903 13867.4 12631.2 8853.27 7611.96 6471.75 2801 1477.31 666.978 394.976 threshold=0 171.57300000000001 177.87500000000003 166.69750000000002 650.90000000000009 657.87500000000011 1066.3056000000001 2022.5000000000002 52.021000000000008 1048.2900000000002 199.59643500000001 314.37500000000006 1 2 648.37500000000011 255.16525000000004 333.22462000000002 650.90000000000009 12.359700000000002 31.946650000000005 544.35000000000002 38.267500000000005 191.43400000000005 14.365000000000002 2022.5000000000002 16.855351500000005 26.146800000000006 2022.5000000000002 2022.5000000000002 2022.5000000000002 186.22625000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 7 5 6 9 8 22 11 30 -1 13 27 15 16 20 18 -18 25 21 -14 -3 -12 -6 26 -17 -2 -22 -15 -9 -19 right_child=12 2 -4 -5 24 -7 -8 10 -10 -11 23 -13 14 29 -16 19 17 31 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 leaf_value=0.021130285401243235 -0.03552655649185181 -0.17276001385280065 1.7885187330700103 1.3239546858469646 0.31404820060978333 0.44528176716395784 0.60490906541997735 0.25947340315038508 0.81560449636899512 0.58263964569026772 -0.11493651994844763 -0.20160538862336355 -0.0045726511140502064 -0.2576727880331186 0.36284693260987605 -0.094733972091867472 0.3746085456338259 -0.12958823823928833 -0.30455718187185432 -0.49701467359066009 -0.14863111901283266 0.042199461215074903 0.19608067761296813 -0.39298231942313061 0.62418662860475738 -0.25990448263975291 0.10721727443777997 0.11015994825670797 -0.30246104947451885 -0.32483767307165901 0.33734144514257258 -0.1877733360018049 leaf_weight=15947 60 21 21 30 24 42 22 22 26 22 123 106 115516 65 24 99 101 20 26 20 20 1229 69 21 29 26 23 62 29 66 22 28 leaf_count=15947 60 21 21 30 24 42 22 22 26 22 123 106 115516 65 24 99 101 20 26 20 20 1229 69 21 29 26 23 62 29 66 22 28 internal_value=0 0.029304 0.279225 0.18433 0.0238427 0.0223324 0.0212288 0.0718665 0.268167 0.02043 -0.0492548 0.0196595 -0.00438087 -0.127337 -0.00410451 -0.00418005 -0.0039842 0.1261 0.235567 -0.140539 -0.00417911 -0.00408027 0.110018 -0.155485 0.483747 -0.0923661 -0.0566612 0.0355934 -0.239673 -0.270837 0.298407 -0.16353 internal_weight=0 16547 355 334 16192 16139 16097 304 116 16075 188 16053 117414 253 117161 117137 116969 175 127 168 116794 116745 90 144 53 148 122 122 49 131 44 48 internal_count=133961 16547 355 334 16192 16139 16097 304 116 16075 188 16053 117414 253 117161 117137 116969 175 127 168 116794 116745 90 144 53 148 122 122 49 131 44 48 cat_boundaries=0 6 11 12 cat_threshold=34635776 67108867 24784 293896192 34222593 134226593 0 0 4 134217728 64 2904 is_linear=0 shrinkage=0.01 Tree=232 num_leaves=21 num_cat=1 split_feature=3 26 0 25 8 7 0 0 0 6 0 11 9 4 0 13 7 7 4 8 split_gain=217656 326163 144125 128394 107781 125608 295041 93323.2 89158.3 66962.7 33197.4 32098.7 33130.1 28100.4 27457 25704.4 7530.43 3266.97 2434.66 1841.52 threshold=782.62500000000011 2022.5000000000002 1083.9006000000002 0 400.67950000000002 441.87500000000006 10.886250000000002 89.32950000000001 431.47500000000008 783.98480000000006 542.34225000000004 648.37500000000011 255.16525000000004 544.35000000000002 31.946650000000005 638.18750000000011 16.855351500000005 657.87500000000011 783.48000000000013 673.83140000000014 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 8 17 19 9 -1 -10 12 13 15 16 -5 -14 -7 -15 -6 right_child=1 -3 -4 11 7 6 -8 -9 10 -11 -12 -13 14 18 -16 -17 -18 -19 -20 -21 leaf_value=0.023944119108753978 -0.38776612997055054 1.0503107371537581 0.58519559769403362 -0.0041282512950843488 -0.189012721083885 0.17274241147217928 1.4717888698577881 -0.89485397384280252 0.54901461136646756 -0.49398660850524906 0.17777916675522215 0.36124548753102625 -0.066672946820183404 -0.29764286921574523 -0.49204452657699582 -0.35401981944129579 -0.25994302531083424 0.030379088401794433 -0.16642610149998821 -0.092069810926914214 leaf_weight=16686 24 46 42 116577 43 27 20 21 39 25 63 24 126 26 20 21 24 40 31 36 leaf_count=16686 24 46 42 116577 43 27 20 21 39 25 63 24 126 26 20 21 24 40 31 36 internal_value=0 0.557256 -0.000507496 -0.000691282 0.0249779 0.0269295 0.405919 -0.30234 0.0249684 0.0231693 0.319722 -0.00442757 -0.00450308 -0.00429979 -0.144002 -0.00419127 -0.0975962 0.0877494 -0.226279 -0.144836 internal_weight=0 70 133891 133849 17000 16900 87 100 16813 16711 102 116849 116825 116655 170 116598 150 67 57 79 internal_count=133961 70 133891 133849 17000 16900 87 100 16813 16711 102 116849 116825 116655 170 116598 150 67 57 79 cat_boundaries=0 6 cat_threshold=34635776 67108867 24784 298090496 168440321 134488737 is_linear=0 shrinkage=0.01 Tree=233 num_leaves=24 num_cat=1 split_feature=3 26 0 25 8 7 0 0 0 6 0 9 4 4 13 3 7 8 4 7 4 8 8 split_gain=213325 319673 141257 125943 104814 131893 281583 93550.9 91562 65580.4 33914.2 30929.6 27554.8 53546.7 36597.3 24538.5 20733.4 5258.46 4268.31 3188 2386.21 1650.43 2850.42 threshold=782.62500000000011 2022.5000000000002 1083.9006000000002 0 400.67950000000002 441.87500000000006 10.886250000000002 431.47500000000008 89.32950000000001 783.98480000000006 542.34225000000004 255.16525000000004 544.35000000000002 273.10998000000006 481.89500000000004 94.590750000000014 121.28400000000001 27.296500000000005 0.50082000000000004 783.98480000000006 783.48000000000013 804.02882000000011 484.61250000000007 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 7 19 9 21 -1 -9 12 13 14 -5 -15 17 18 -13 -7 -14 22 -6 right_child=1 -3 -4 11 8 6 -8 10 -10 -11 -12 16 20 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.02350704342212203 -0.383888471921285 1.039807648036791 0.57934363773890907 -0.0042292157432893569 -0.18980370631584756 0.046610644968544571 1.4570709791183472 0.56474477504429066 -0.88590543338230676 -0.48904674110412599 0.18533994791969174 -0.15111687363318677 -0.29466644259599539 0.24473873250740621 -0.31061261177062988 -0.12557152180444628 -0.44053228569030767 0.025669194076742445 0.0081572983264923092 0.1917275603612264 -0.164761841066422 -0.21538847186348656 -0.046749376455942793 leaf_weight=16822 24 46 42 116306 26 41 20 38 21 25 62 106 26 121 39 21 20 28 20 24 31 22 30 leaf_count=16822 24 46 42 116306 26 41 20 38 21 25 62 106 26 121 39 21 20 28 20 24 31 22 30 internal_value=0 0.551683 -0.000502421 -0.000684369 0.0246272 0.0265274 0.419458 0.0245566 -0.299797 0.0227464 0.329514 -0.00440114 -0.00420262 -0.00409506 -0.00433192 0.189975 -0.137627 -0.098289 -0.125835 0.100192 -0.224017 -0.141999 -0.113167 internal_weight=0 70 133891 133849 17131 17032 85 16947 99 16847 100 116718 116544 116487 116345 142 174 154 126 65 57 78 56 internal_count=133961 70 133891 133849 17131 17032 85 16947 99 16847 100 116718 116544 116487 116345 142 174 154 126 65 57 78 56 cat_boundaries=0 6 cat_threshold=34652160 67108867 24784 293896192 168440321 134488737 is_linear=0 shrinkage=0.01 Tree=234 num_leaves=18 num_cat=1 split_feature=3 26 0 25 8 7 6 1 0 0 5 12 11 9 8 7 12 split_gain=209080 313311 138446 123864 108658 166048 261909 109408 90808.2 84264.6 37919.1 34790.4 32024 27792.3 1563.57 96.3812 34.4313 threshold=782.62500000000011 2022.5000000000002 1083.9006000000002 0 400.67950000000002 441.87500000000006 27.260118000000002 1066.3056000000001 95.355000000000004 431.47500000000008 650.90000000000009 482.64500000000004 648.37500000000011 233.76189000000002 673.83140000000014 657.87500000000011 648.37500000000011 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 7 15 9 14 -1 11 12 13 -5 -6 -7 -13 right_child=1 -3 -4 10 8 6 -8 -9 -10 -11 -12 16 -14 -15 -16 -17 -18 leaf_value=0.021244000939690758 -0.38004960735638937 1.0294095746330594 0.57355019614810032 -0.0042820830666774378 -0.1936980788604073 0.11560367054409451 1.2785051465917516 0.72858482967723504 -0.90202212381362912 0.31093355024215019 0.32008468641175164 -0.26200385549794075 0.36084714571634929 -0.12795273782787742 -0.1082111606001854 0.090609805848863398 -0.27880056858062746 leaf_weight=17205 24 46 42 116034 46 27 27 22 20 101 36 23 24 182 40 36 26 leaf_count=17205 24 46 42 116034 46 27 27 22 20 101 36 23 24 182 40 36 26 internal_value=0 0.546166 -0.000497397 -0.000677525 0.0240995 0.0260558 0.454477 0.0238306 -0.295085 0.0229347 -0.00441179 -0.00451263 -0.00440033 -0.00447576 -0.153937 0.101321 -0.270916 internal_weight=0 70 133891 133849 17524 17418 90 17328 106 17306 116325 116289 116240 116216 86 63 49 internal_count=133961 70 133891 133849 17524 17418 90 17328 106 17306 116325 116289 116240 116216 86 63 49 cat_boundaries=0 6 cat_threshold=38830080 67108867 24784 293896192 168440321 134488737 is_linear=0 shrinkage=0.01 Tree=235 num_leaves=20 num_cat=1 split_feature=5 3 1 5 2 2 3 22 7 7 24 8 0 6 5 0 26 8 7 split_gain=143772 962492 425348 261282 220739 159972 101773 94462.5 76015 64435.7 57288.1 139368 46419.9 46200.1 40950.9 17524.3 8272.31 6772.48 770.013 threshold=171.57300000000001 482.64500000000004 166.69750000000002 364.99000000000007 1048.2900000000002 292.55550000000005 1048.2900000000002 255.07275000000001 657.87500000000011 783.98480000000006 0 120.129 783.48000000000013 442.27000000000004 481.77300000000008 66.360000000000014 2022.5000000000002 9.5922500000000017 1043.5418000000002 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=4 2 5 -4 6 10 7 8 12 -10 11 14 13 -1 -2 17 -14 -12 -11 right_child=1 -3 3 -5 -6 -7 -8 -9 9 18 15 -13 16 -15 -16 -17 -18 -19 -20 leaf_value=-0.0012624301173397095 -0.047543719103259427 2.1990941515835849 0.39132932369773449 1.7878840746198381 0.77144564964078566 0.82333405411761751 -0.56493874549865719 0.68627867460250858 0.72172876587280854 0.13807857155799866 -0.099744646212329036 0.81816316286722823 -0.13690749806516311 0.16983793300163896 0.29170098662376404 -0.34919249428643123 -0.3490657348632813 0.043109320563239024 0.056173468719829207 leaf_weight=132887 186 22 37 21 37 23 32 20 26 24 322 24 34 158 44 27 40 37 22 leaf_count=132887 186 22 37 21 37 23 32 20 26 24 322 24 34 158 44 27 40 37 22 internal_value=0 0.138652 0.075781 0.896978 -0.000840621 0.00394175 -0.00105508 -0.000919619 -0.00102281 0.323815 -0.0255052 0.0894986 -0.0011985 -0.00105924 0.0173553 -0.100886 -0.251588 -0.0850215 0.0989066 internal_weight=0 743 721 58 133280 663 133243 133211 133191 72 640 254 133119 133045 230 386 74 359 46 internal_count=134023 743 721 58 133280 663 133243 133211 133191 72 640 254 133119 133045 230 386 74 359 46 cat_boundaries=0 1 cat_threshold=1601 is_linear=0 shrinkage=0.01 Tree=236 num_leaves=21 num_cat=2 split_feature=25 3 2 5 5 6 3 3 3 8 6 6 2 25 13 22 0 5 26 8 split_gain=158893 377050 1.00368e+06 261890 167511 127099 137738 101496 94275.2 93160.5 154931 203126 69760.9 59704.6 43896.9 43548.8 42975.9 38476.5 4219.27 271.123 threshold=0 336.88000000000005 132.07150000000004 364.99000000000007 544.35000000000002 657.87500000000011 1048.2900000000002 650.90000000000009 441.87500000000006 571.7600000000001 400.11250000000007 657.87500000000011 1048.2900000000002 1 638.18750000000011 231.57000000000002 1083.9006000000002 148.23000000000005 2022.5000000000002 804.02882000000011 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 3 7 9 -5 6 12 8 -3 10 13 -12 14 18 15 16 -2 -15 -1 -11 right_child=5 2 -4 4 -6 -7 -8 -9 -10 19 11 -13 -14 17 -16 -17 -18 -19 -20 -21 leaf_value=0.26163199756456457 -0.0028580178278247359 -0.032713792974298654 2.6540401372909548 1.2107964833577474 0.22228816866874695 0.45755417331059778 -0.79399109233509413 -0.21540691451022501 0.82912992572784416 -0.44535572290420533 1.1809126849086196 -0.045724192372074833 0.52552443237304691 0.028072716877473734 0.41621735267639159 0.45249122721808299 -0.46644562530517575 -0.14134942904876097 0.16585968504781309 -0.39615472135089691 leaf_weight=92 127032 22 20 30 40 60 22 38 30 24 27 27 25 6218 25 21 20 137 92 21 leaf_count=92 127032 22 20 30 40 60 22 38 30 24 27 27 25 6218 25 21 20 137 92 21 internal_value=0 0.0469285 0.627723 0.0374744 0.645935 -0.00258898 -0.00280633 0.17743 0.464504 0.031058 0.034153 0.567594 -0.00266941 0.0297477 -0.0027733 -0.00285573 -0.00293099 0.024382 0.202728 -0.422395 internal_weight=0 6818 110 6708 70 127205 127145 90 52 6638 6593 54 127123 6539 127098 127073 127052 6355 184 45 internal_count=134023 6818 110 6708 70 127205 127145 90 52 6638 6593 54 127123 6539 127098 127073 127052 6355 184 45 cat_boundaries=0 6 11 cat_threshold=1343488 393218 8196 152666112 8768 25121 0 262144 4 0 8192 is_linear=0 shrinkage=0.01 Tree=237 num_leaves=21 num_cat=2 split_feature=25 3 2 5 5 6 3 3 3 8 6 6 2 25 7 13 0 4 26 8 split_gain=155736 364832 988303 251457 168699 128297 134987 100268 92399.2 91239 147024 204252 68379.9 58535.6 51912.8 46519.7 42129 36446.1 4135.31 265.727 threshold=0 336.88000000000005 132.07150000000004 364.99000000000007 544.35000000000002 657.87500000000011 1048.2900000000002 650.90000000000009 441.87500000000006 571.7600000000001 400.11250000000007 657.87500000000011 1048.2900000000002 1 657.87500000000011 638.18750000000011 1083.9006000000002 73.786500000000018 2022.5000000000002 804.02882000000011 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 3 7 9 -5 6 12 8 -3 10 13 -12 15 18 -15 16 17 -2 -1 -11 right_child=5 2 -4 4 -6 -7 -8 -9 -10 19 11 -13 -14 14 -16 -17 -18 -19 -20 -21 leaf_value=0.25901568132898084 -0.0033474660027847333 -0.03238665754144842 2.62749973487854 1.1986884600321452 0.2118790170623035 0.46361985925900734 -0.78605118838223553 -0.21090100508469803 0.82083862272898356 -0.44090216398239135 1.1691035594763579 -0.049895058359418598 0.52026914367675781 0.022552208553428512 0.50914216735146267 0.43744833191235866 -0.46178116607666014 0.048214356646527678 0.16420108743335893 -0.39219317163739886 leaf_weight=92 125532 22 20 30 41 59 22 39 30 24 27 28 25 6467 22 24 20 1386 92 21 leaf_count=92 125532 22 20 30 41 59 22 39 30 24 27 28 25 6467 22 24 20 1386 92 21 internal_value=0 0.0459754 0.614752 0.0368178 0.628841 -0.00258942 -0.0028062 0.17239 0.459859 0.0306117 0.0336134 0.548522 -0.0026705 0.0293694 0.0241647 -0.00277347 -0.00285671 -0.00278439 0.200701 -0.418171 internal_weight=0 6955 111 6844 71 127068 127009 91 52 6773 6728 55 126987 6673 6489 126962 126938 126918 184 45 internal_count=134023 6955 111 6844 71 127068 127009 91 52 6773 6728 55 126987 6673 6489 126962 126938 126918 184 45 cat_boundaries=0 6 11 cat_threshold=1343488 67502082 8196 152666112 8768 25121 0 262144 4 0 8192 is_linear=0 shrinkage=0.01 Tree=238 num_leaves=20 num_cat=1 split_feature=2 9 0 3 6 3 7 7 6 22 2 14 8 24 11 2 13 4 7 split_gain=138229 618253 1.00569e+06 134251 108504 117640 102050 117465 85300.1 81446.5 67097 62420.1 144345 79818 51188.7 44163.2 41127.2 26014.2 2148.87 threshold=154.91865000000004 107.10800000000002 45.662525000000009 293.27220000000005 783.98480000000006 1048.2900000000002 657.87500000000011 783.98480000000006 1043.5418000000002 255.07275000000001 333.67962000000006 124.45625000000001 233.76189000000002 0 751.80750000000012 1048.2900000000002 638.18750000000011 160.61250000000001 1043.5418000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=4 3 -3 11 5 6 9 -8 -6 14 -5 12 13 17 16 -15 -1 -2 -9 right_child=1 2 -4 10 8 -7 7 18 -10 -11 -12 -13 -14 15 -16 -17 -18 -19 -20 leaf_value=-0.0014781639354055492 -0.13697469128736758 0.14018287332434404 2.8670092728024441 0.18773870420455932 0.845806988256949 -0.62724646759033209 0.91214959846093113 0.14065793593724571 0.026451573769251505 0.62154312315441318 0.98803306449543349 -0.51045571009318036 0.80595273097356157 0.11487247228979351 0.37062520694088291 -0.33326681696850324 0.3078367435100467 0.21273623300635297 0.0053932791170866589 leaf_weight=132792 283 38 21 20 27 30 26 24 24 21 22 21 24 501 37 23 43 23 23 leaf_count=132792 283 38 21 20 27 30 26 24 24 21 22 21 24 501 37 23 43 23 23 internal_value=0 0.118508 1.11075 0.0546672 -0.000935127 -0.00111197 -0.0009707 0.372818 0.460228 -0.00117603 0.606941 0.0281581 0.0414027 0.0192953 -0.00127445 0.0934194 -0.00137804 -0.107186 0.0744646 internal_weight=0 976 59 917 133047 132996 132966 73 51 132893 42 875 854 830 132872 524 132835 306 47 internal_count=134023 976 59 917 133047 132996 132966 73 51 132893 42 875 854 830 132872 524 132835 306 47 cat_boundaries=0 1 cat_threshold=1221 is_linear=0 shrinkage=0.01 Tree=239 num_leaves=20 num_cat=1 split_feature=5 3 1 5 2 2 3 22 7 7 24 8 0 3 5 10 2 26 7 split_gain=135778 927145 412988 254234 210865 154936 95155.6 90021.7 71896.9 61338.6 55909.8 136662 44974.2 44168 39106.8 22014.2 19964.7 7952.17 730.63 threshold=171.57300000000001 482.64500000000004 166.69750000000002 364.99000000000007 1048.2900000000002 292.55550000000005 1048.2900000000002 255.07275000000001 657.87500000000011 783.98480000000006 0 120.129 783.48000000000013 782.62500000000011 481.77300000000008 79.028500000000022 43.772500000000008 2022.5000000000002 1043.5418000000002 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=4 2 5 -4 6 10 7 8 12 -10 11 14 13 -1 -2 16 -12 -14 -11 right_child=1 -3 3 -5 -6 -7 -8 -9 9 18 15 -13 17 -15 -16 -17 -18 -19 -20 leaf_value=-0.0011214279497013602 -0.047983158456702382 2.1569966697692871 0.38343155925338329 1.7610225695655459 0.75399932039750595 0.80863987922668457 -0.54626873731613157 0.6699560785293579 0.70315371474394428 0.13364122291405997 -0.10402815274200083 0.8084339080254237 -0.13518655117820291 0.35934918656068687 0.2835348187793385 -0.35077910596674139 0.16168318656183059 -0.3431988997459412 0.053858151652596213 leaf_weight=133011 186 22 37 21 37 23 32 20 26 24 322 24 34 34 44 33 31 40 22 leaf_count=133011 186 22 37 21 37 23 32 20 26 24 322 24 34 34 44 33 31 40 22 internal_value=0 0.134742 0.0730369 0.882215 -0.000816161 0.00224917 -0.00102576 -0.000894786 -0.000995521 0.31492 -0.0267305 0.0869435 -0.00116639 -0.00102931 0.0154377 -0.101163 -0.0806937 -0.247626 0.0954841 internal_weight=0 743 721 58 133280 663 133243 133211 133191 72 640 254 133119 133045 230 386 353 74 46 internal_count=134023 743 721 58 133280 663 133243 133211 133191 72 640 254 133119 133045 230 386 353 74 46 cat_boundaries=0 1 cat_threshold=1601 is_linear=0 shrinkage=0.01 Tree=240 num_leaves=24 num_cat=7 split_feature=9 0 3 25 0 24 0 5 20 25 3 24 5 5 6 25 24 13 11 6 2 0 24 split_gain=222751 143611 453228 188054 299862 270661 411034 93059.8 83978.2 71435 161335 114635 210737 71293.1 66293 42625.9 33254.9 42338.1 31842.2 27061.9 23324.3 13737.6 9095.27 threshold=1023.8910000000002 91.825000000000003 544.35000000000002 0 1083.9006000000002 1 192.58100000000002 293.31000000000006 324.92500000000007 2 782.62500000000011 3 336.19875000000008 293.31000000000006 657.87500000000011 4 5 4.1470000000000011 29.218500000000002 13.504000000000001 25.039000000000005 643.62800000000016 6 decision_type=2 2 2 9 2 1 2 2 2 9 2 1 2 2 2 9 1 2 2 2 2 2 1 left_child=1 8 3 4 5 6 -3 -7 9 10 11 12 -1 -13 15 22 17 20 -17 21 -5 -18 -11 right_child=-2 2 -4 16 -6 7 -8 -9 -10 14 -12 13 -14 -15 -16 18 19 -19 -20 -21 -22 -23 -24 leaf_value=0.04997081934215114 0.98425404755965518 1.0909006057845221 1.3998986882429856 -0.016946418692960458 1.2694098170598347 0.039635306808332736 0.033108171908060709 0.67215008457501724 0.51107574027031666 -0.032664045180593217 -0.73553636040006365 -0.003655511758967092 0.65072568416595455 -0.35307988360776743 0.39851357099486562 -0.0039697330989386754 -0.063632587890745856 0.48338684701919554 0.039807935788741096 -0.40967707083775445 0.32894841307685491 -0.28153237911962697 -0.16051791671312082 leaf_weight=5657 23 72 26 272 24 755 75 24 32 102 28 5651 59 59 41 119073 434 20 1685 26 21 31 202 leaf_count=5657 23 72 26 272 24 755 75 24 32 102 28 5651 59 59 41 119073 434 20 1685 26 21 31 202 internal_value=0 5.43679e-05 0.0892798 0.0698521 0.164115 0.13724 0.516102 0.058373 -0.00114348 -0.00126713 0.0225919 0.0244695 0.0560737 -0.00725332 -0.00352531 -0.00366176 -0.0430337 0.0370471 -0.0033586 -0.0938037 0.00784468 -0.0781592 -0.120026 internal_weight=0 134369 1780 1754 950 926 147 779 132589 132557 11454 11426 5716 5710 121103 121062 804 313 120758 491 293 465 304 internal_count=134392 134369 1780 1754 950 926 147 779 132589 132557 11454 11426 5716 5710 121103 121062 804 313 120758 491 293 465 304 cat_boundaries=0 5 6 12 13 18 19 20 cat_threshold=847283712 1183872 134238464 2147483648 33554433 18 295040 605159426 5012 164364416 134754880 16545 2405 1048576 262145 262144 65536 133120 3600 533 is_linear=0 shrinkage=0.01 Tree=241 num_leaves=10 num_cat=0 split_feature=9 22 9 3 26 2 8 1 5 split_gain=218318 136519 99520.6 125734 265343 106620 72186.6 78448.9 26648.9 threshold=1023.8910000000002 288.94250000000005 783.98480000000006 782.62500000000011 2022.5000000000002 1048.2900000000002 571.7600000000001 40.324500000000008 5.6142500000000011 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 7 -1 -8 right_child=-2 -3 -4 4 -6 -7 8 -9 -10 leaf_value=-0.0012922048991432086 0.97441149836001195 0.82618517875671393 -0.59618731634957445 -0.30956285987581528 0.96637581825256347 0.53657211303710939 -0.18739617645740508 0.049612618506329795 -0.59225633257911325 leaf_weight=131025 23 20 28 28 39 37 72 3099 21 leaf_count=131025 23 20 28 28 39 37 72 3099 21 internal_value=0 5.36803e-05 -6.93026e-05 5.49617e-05 0.433148 -0.000161175 -0.000309138 -0.000116024 -0.278816 internal_weight=0 134369 134349 134321 67 134254 134217 134124 93 internal_count=134392 134369 134349 134321 67 134254 134217 134124 93 is_linear=0 shrinkage=0.01 Tree=242 num_leaves=28 num_cat=8 split_feature=9 0 3 25 0 24 0 4 20 25 3 24 5 5 24 11 7 11 26 0 25 0 0 19 25 24 5 split_gain=213974 140478 443263 188405 410728 380176 696813 105769 82201.3 69919.2 159677 112336 206534 69820.8 59007.5 58917.9 177701 47649.3 43705.4 39330.6 32169.9 31400 50283.5 26737.5 20833.2 15392.1 14892.2 threshold=1023.8910000000002 91.825000000000003 544.35000000000002 0 1083.9006000000002 1 118.92600000000002 120.129 324.92500000000007 2 782.62500000000011 3 336.19875000000008 293.31000000000006 4 225.07500000000002 33.260025000000006 308.79750000000007 2022.5000000000002 479.65650000000011 5 223.35100000000003 542.34225000000004 342.98550000000006 6 7 50.882240000000003 decision_type=2 2 2 9 2 1 2 2 2 9 2 1 2 2 1 2 2 2 2 2 9 2 2 2 9 1 2 left_child=1 8 3 4 5 6 -3 -7 9 10 11 12 -1 -13 21 20 17 -17 24 -20 25 26 -23 -22 -16 -11 -5 right_child=-2 2 -4 14 -6 7 -8 -9 -10 15 -12 13 -14 -15 18 16 -18 -19 19 -21 23 22 -24 -25 -26 -27 -28 leaf_value=0.04946230666336237 0.96466736171556566 2.2204699457210042 1.3844304818373458 0.039540301703180146 1.6258852645158768 0.053479667085188407 0.32883252177651473 -0.51377958403693302 0.50563978251069785 -0.01560223649187786 -0.73187068019594459 -0.0036240957439779031 0.64419685242539748 -0.34942144595970542 0.1266526764262039 0.24825982190313794 1.0601143772602082 -0.06930131565641473 -0.11067594218061816 -0.46895709991455081 -0.003601964173677163 0.27517680455656612 -0.13628170816521898 0.31112018823623661 -0.040489985178228959 -0.17436173244150813 -0.20529625157515211 leaf_weight=5657 23 23 26 311 20 378 127 36 32 113 28 5651 59 59 103 84 20 108 310 34 120594 136 38 27 211 157 27 leaf_count=5657 23 23 26 311 20 378 127 36 32 113 28 5651 59 59 103 84 20 108 310 34 120594 136 38 27 211 157 27 internal_value=0 5.31436e-05 0.0882997 0.0690868 0.213922 0.167645 0.580203 0.00405483 -0.00113156 -0.0012539 0.0223507 0.0242185 0.055504 -0.00718455 -0.00499258 -0.00348799 0.163073 0.0696317 -0.0672015 -0.146087 -0.00378037 0.0747114 0.185318 -0.00353122 0.0170811 -0.110848 0.0199824 internal_weight=0 134369 1780 1754 584 564 150 414 132589 132557 11454 11426 5716 5710 1170 121103 212 192 658 344 120891 512 174 120621 314 270 338 internal_count=134392 134369 1780 1754 584 564 150 414 132589 132557 11454 11426 5716 5710 1170 121103 212 192 658 344 120891 512 174 120621 314 270 338 cat_boundaries=0 5 6 12 13 14 19 24 25 cat_threshold=570458112 1052672 134222080 2147483648 33554433 26 295040 605159426 5012 164364416 134754880 16545 2405 3348 1048576 262145 0 65536 133120 512 0 17408 0 16777216 2581 is_linear=0 shrinkage=0.01 Tree=243 num_leaves=10 num_cat=0 split_feature=9 22 9 3 26 2 8 1 5 split_gain=209716 133784 97653.1 123794 259693 104014 70881.3 76421.2 26035.8 threshold=1023.8910000000002 288.94250000000005 783.98480000000006 782.62500000000011 2022.5000000000002 1048.2900000000002 571.7600000000001 40.324500000000008 5.6142500000000011 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 7 -1 -8 right_child=-2 -3 -4 4 -6 -7 8 -9 -10 leaf_value=-0.0012762440147775301 0.95502070883046031 0.81786715221405037 -0.5905677792004177 -0.30496758971895493 0.95731317128890592 0.52997363786439633 -0.18592201688223417 0.04896637061871071 -0.58609773703983858 leaf_weight=131025 23 20 28 28 39 37 72 3099 21 leaf_count=131025 23 20 28 28 39 37 72 3099 21 internal_value=0 5.25349e-05 -6.92099e-05 5.3883e-05 0.429793 -0.00016058 -0.000306724 -0.000115364 -0.276284 internal_weight=0 134369 134349 134321 67 134254 134217 134124 93 internal_count=134392 134369 134349 134321 67 134254 134217 134124 93 is_linear=0 shrinkage=0.01 Tree=244 num_leaves=23 num_cat=5 split_feature=9 0 3 25 0 14 9 20 25 3 18 11 7 25 11 10 9 25 8 19 0 25 split_gain=205543 137428 433511 181520 287238 159096 237244 80462.1 68435.7 158032 59081.9 57686.2 173981 50277.6 46679.6 43272.2 38851.2 31576.2 29985.2 26191.5 24067.5 3587.46 threshold=1023.8910000000002 91.825000000000003 544.35000000000002 0 1083.9006000000002 5.1820000000000013 145.10250000000005 324.92500000000007 1 782.62500000000011 369.25000000000006 225.07500000000002 33.260025000000006 2 308.79750000000007 142.17232500000003 60.877500000000005 3 68.601262500000004 342.98550000000006 783.48000000000013 4 decision_type=2 2 2 9 2 2 2 2 9 2 2 2 2 9 2 2 2 9 2 2 2 9 left_child=1 7 3 4 5 6 -3 8 9 10 13 17 14 -1 -13 16 20 21 -7 -19 -5 -10 right_child=-2 2 -4 15 -6 18 -8 -9 11 -11 -12 12 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 leaf_value=0.19904751241207122 0.94547046993089767 0.1390717100638332 1.3691290906759408 -0.0295345545441613 1.2427277438590925 -0.19411517736863118 1.0166496941447258 0.50026164879091084 -0.052641400714389615 -0.72821473700659611 0.5001223780558659 0.24570281752518244 1.0489631602764129 0.020340255024980217 -0.068610540098614156 0.40487276399419425 -0.40801599661509197 -0.0035635511706907531 -0.6535936570167542 0.30792871263292099 -0.31859117158253986 -0.14479838672138395 leaf_weight=150 23 825 26 723 24 49 32 32 112 28 26 84 20 11250 108 21 30 120594 20 27 30 158 leaf_count=150 23 825 26 723 24 49 32 32 112 28 26 84 20 11250 108 21 30 120594 20 27 30 158 internal_value=0 5.20095e-05 0.0873353 0.068335 0.160947 0.134647 0.17184 -0.00111976 -0.0012408 0.022112 0.0239701 -0.00345106 0.16136 0.0228841 0.0689016 -0.0425668 -0.0551107 -0.00374037 -0.327297 -0.00349354 -0.0410508 -0.109816 internal_weight=0 134369 1780 1754 950 926 857 132589 132557 11454 11426 121103 212 11400 192 804 783 120891 69 120621 753 270 internal_count=134392 134369 1780 1754 950 926 857 132589 132557 11454 11426 121103 212 11400 192 804 783 120891 69 120621 753 270 cat_boundaries=0 5 11 16 21 26 cat_threshold=847283712 1183872 134238464 2147483648 33554433 295040 605159426 5012 164364416 134754880 16545 0 0 4 0 8192 1048576 262145 0 65536 133120 0 262144 0 65536 2048 is_linear=0 shrinkage=0.01 Tree=245 num_leaves=36 num_cat=6 split_feature=25 2 5 1 0 6 0 4 9 3 9 25 26 25 25 2 5 12 25 2 26 0 7 9 4 5 8 1 0 1 2 0 25 5 2 split_gain=138194 478896 174002 323033 114362 428210 1.2292e+06 249804 112507 93416 64421 53593.9 50551.5 103717 55094.9 44193 86946.6 63420.5 50036.8 75151.8 67970.4 47919.1 46888.8 65219.5 42562.9 50501.9 38826.1 37174.6 27975.2 69373.1 22310.2 19981.2 19911.3 12279.9 5470.77 threshold=0 1048.2900000000002 364.99000000000007 104.17500000000001 7.1319000000000008 8.0855000000000015 36.050650000000012 232.66575000000003 10.875375000000002 782.62500000000011 783.98480000000006 1 2022.5000000000002 2 3 26.787500000000005 2.0602500000000004 93.857500000000016 4 232.66575000000003 2022.5000000000002 38.080000000000005 657.87500000000011 783.98480000000006 52.021000000000008 544.35000000000002 114.68375000000002 47.945000000000007 185.76000000000002 224.14500000000001 255.07275000000001 144.79006000000001 5 441.68000000000006 648.37500000000011 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 9 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 4 24 10 7 -7 11 -8 15 12 -6 14 -14 -1 22 18 26 19 21 -21 -17 23 28 25 33 27 -18 32 -30 31 -20 -2 -4 -32 right_child=9 -3 3 -5 5 6 8 -9 -10 -11 -12 -13 13 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26 20 581 28 79 24 33 36 20 334 883 4373 1389 966 383 33 1320 67 61 83 33 22 22 44 28 67 429 23 99 27 99935 20 27 internal_value=0 0.0332231 0.0306152 0.391636 0.0265064 0.124551 0.640476 0.0476295 0.171969 -0.00266619 0.0164493 0.0212138 0.0175294 -0.00438633 0.0394994 -0.00251652 0.034388 0.153822 0.0113576 0.0596725 0.288931 0.032267 -0.0034954 -0.0035998 0.18259 0.0862082 0.12455 0.102069 -0.00349925 0.0750229 -0.027467 -0.0157506 -0.00379834 -0.145467 -0.154901 internal_weight=0 11750 11730 132 11598 1079 140 939 112 122369 10519 915 10499 5256 5243 122333 3161 511 2650 1177 128 1049 119172 119139 112 90 478 450 119117 452 1473 1347 118665 46 126 internal_count=134119 11750 11730 132 11598 1079 140 939 112 122369 10519 915 10499 5256 5243 122333 3161 511 2650 1177 128 1049 119172 119139 112 90 478 450 119117 452 1473 1347 118665 46 126 cat_boundaries=0 6 11 17 23 29 35 cat_threshold=33587200 393217 4288 965312512 34210369 25216 32768 0 0 0 1 0 0 64 964755456 33554944 8704 33587200 131072 64 427819008 512 8704 4285952 1055744 134220800 4325408 16793600 33554432 2148811140 874513424 421120 2151813124 4196352 67372080 is_linear=0 shrinkage=0.01 Tree=246 num_leaves=38 num_cat=7 split_feature=25 2 5 1 0 6 0 4 9 9 25 26 25 25 25 12 7 1 25 17 2 26 4 5 26 1 0 6 4 9 6 5 1 5 0 9 25 split_gain=135364 469358 170530 316604 112087 419689 1.20474e+06 244833 110268 63137.3 52551.8 50146.9 100467 54960.8 50063.3 49436.6 48796.4 43507.8 43312.2 74671.2 63373.4 41853.9 41715.9 49496.9 37611.8 32212.7 31931.9 31038.3 32108.1 19707 22846.2 14366.1 12407 12035.5 10304.8 9533.14 7000.81 threshold=0 1048.2900000000002 364.99000000000007 104.17500000000001 7.1319000000000008 8.0855000000000015 36.050650000000012 232.66575000000003 10.875375000000002 783.98480000000006 1 2022.5000000000002 2 3 4 36.937500000000007 657.87500000000011 437.49875000000003 5 29.175000000000004 51.002500000000005 2022.5000000000002 52.021000000000008 544.35000000000002 2022.5000000000002 650.90000000000009 14.594500000000002 318.53250000000008 783.48000000000013 32.649600000000007 11.917500000000002 48.662000000000006 543.20000000000016 441.68000000000006 30.610000000000003 126.32950000000001 6 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 9 9 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 left_child=1 2 4 22 9 7 -7 10 -8 11 -6 13 -13 -1 24 16 17 27 19 20 26 32 23 33 -2 -23 -17 28 -16 31 35 36 -19 -4 -29 -31 -20 right_child=14 -3 3 -5 5 6 8 -9 -10 -11 -12 12 -14 -15 15 18 -18 21 29 -21 -22 25 -24 -25 -26 -27 -28 34 -30 30 -32 -33 -34 -35 -36 -37 -38 leaf_value=0.019628368617685254 -0.29697743045473562 1.5635518717765808 -0.0021454569009634163 1.546672025680542 0.077796471252054133 2.489362907579967 -0.032547263706786726 1.0441807945569357 0.65573036381692607 -0.54504850482940681 -0.077794061933839045 0.099872378738537715 -0.022769627874565188 0.093117755110236428 -0.0032181672403306188 0.022378676090018156 0.38740623112767936 0.53050858215049457 0.038887702322006223 0.5906600741077872 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0.0356108 -0.00860968 internal_weight=0 11733 11713 132 11581 1079 140 939 112 10502 915 10482 5246 5236 122386 122175 120810 120778 1365 445 411 110 112 90 211 49 374 120668 120512 920 109 811 61 46 156 70 775 internal_count=134119 11733 11713 132 11581 1079 140 939 112 10502 915 10482 5246 5236 122386 122175 120810 120778 1365 445 411 110 112 90 211 49 374 120668 120512 920 109 811 61 46 156 70 775 cat_boundaries=0 6 11 17 23 28 34 39 cat_threshold=33587200 393217 4288 428441600 34210369 25216 32768 0 0 0 1 0 0 64 427884544 512 8704 33587200 131072 64 427819008 512 8704 0 2 4 0 8192 8389632 4096 536888576 32 0 16 539574272 32 2099201 4194304 1024 is_linear=0 shrinkage=0.01 Tree=247 num_leaves=37 num_cat=8 split_feature=25 2 5 1 0 24 6 0 3 0 3 9 24 25 25 2 5 14 24 5 25 2 26 7 9 5 5 5 0 0 1 24 2 0 2 5 split_gain=132775 460024 167142 310304 109847 418877 859207 239808 91608.4 72335.9 88943.7 61883.5 50985.1 109361 66988.1 43051.8 84881.9 173147 82983.1 184131 49082.5 70938.5 62013.9 45208.9 63815.8 43416.1 39603.8 48186.5 37734.6 27389.6 67839.3 23710.1 20329.2 16672.2 5224.92 2729.59 threshold=0 1048.2900000000002 364.99000000000007 104.17500000000001 7.1319000000000008 1 8.0855000000000015 332.15050000000008 782.62500000000011 1083.9006000000002 293.27220000000005 783.98480000000006 2 3 4 26.787500000000005 2.0602500000000004 120.129 5 154.54850000000002 6 255.07275000000001 2022.5000000000002 657.87500000000011 783.98480000000006 273.10998000000006 481.77300000000008 650.90000000000009 38.080000000000005 185.76000000000002 224.14500000000001 7 255.07275000000001 144.79006000000001 648.37500000000011 783.48000000000013 decision_type=9 2 2 2 2 1 2 2 2 2 2 2 1 9 9 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 2 4 26 11 6 7 -6 15 10 -7 12 13 -1 -14 23 20 18 19 -18 21 28 -23 24 29 -20 -4 -28 -17 31 -31 -2 33 -22 -34 -29 right_child=8 -3 3 -5 5 9 -8 -9 -10 -11 -12 -13 14 -15 -16 16 17 -19 25 -21 32 22 -24 -25 -26 -27 27 35 -30 30 -32 -33 34 -35 -36 -37 leaf_value=0.33324888271755643 -0.010073852019653764 1.5479164304733277 -0.083454926390396922 1.5312053531408309 0.016807110852872332 0.0083557230857285586 2.0320360408811009 1.2204843921661377 -0.50698721355862086 0.63429083096981043 0.57121406226322569 -0.53959802436828608 0.11937271894898804 0.040181855454093876 -0.0028761518024634507 0.014668375527283277 0.17841110187418319 1.0411371973582677 0.06925685841421346 1.2066793003536407 -0.014506748712341267 0.50562870302507956 0.050718961008663833 0.3666481546922164 -0.54206701452081851 -0.2964165284236272 0.64078319208962586 0.19507704604755749 0.21923373339127522 0.045895227543957577 0.60335970712744669 -0.00058027157166888274 -0.12073361346596166 -0.27552631816864015 -0.27837715731726753 0.040867586135864262 leaf_weight=125 39360 20 38 20 96 880 34 20 36 20 29 20 467 2476 7431 1129 102 21 331 21 1156 62 58 33 22 36 28 22 98 429 23 79305 95 25 27 24 leaf_count=125 39360 20 38 20 96 880 34 20 36 20 29 20 467 2476 7431 1129 102 21 331 21 1156 62 58 33 22 36 28 22 98 429 23 79305 95 25 27 24 internal_value=0 0.0325655 0.0300095 0.383843 0.0259825 0.122073 0.594452 0.224338 -0.00261316 0.038982 0.0263127 0.0161259 0.0171845 0.0554886 0.0044941 -0.00246494 0.03396 0.151967 0.11386 0.327355 0.0112047 0.053306 0.285756 -0.0034311 -0.00353361 0.0325014 0.178957 0.313709 0.0310069 -0.00343415 0.0742618 -0.0037301 -0.0324782 -0.0200321 -0.155622 0.11462 internal_weight=0 11750 11730 132 11598 1079 150 116 122369 929 909 10519 10499 2601 7898 122333 3161 511 490 123 2650 1347 120 119172 119139 367 112 74 1227 119117 452 118665 1303 1181 122 46 internal_count=134119 11750 11730 132 11598 1079 150 116 122369 929 909 10519 10499 2601 7898 122333 3161 511 490 123 2650 1347 120 119172 119139 367 112 74 1227 119117 452 118665 1303 1181 122 46 cat_boundaries=0 6 7 8 14 19 20 26 27 cat_threshold=33587200 393217 4288 965312512 34210369 25216 258 2624 0 0 0 402653184 0 512 0 1 4096 16875520 131136 578 4286080 1055776 136317952 4325408 16793856 33554432 2696 is_linear=0 shrinkage=0.01 Tree=248 num_leaves=32 num_cat=5 split_feature=25 2 10 8 0 24 0 4 3 18 7 2 25 1 24 7 7 9 8 9 0 1 9 24 1 2 2 2 8 18 2 split_gain=130164 450867 135566 109935 133279 374340 433501 222665 89785.4 87193.2 75881.3 42195 72339.3 78244 82285.7 100257 44309.2 62545.9 30604.4 32913.7 26844.6 66489.3 25252 23241.7 21060.6 17225.1 11142.4 22418.5 6809.23 1390.06 895.814 threshold=0 1048.2900000000002 638.18750000000011 571.7600000000001 7.1319000000000008 1 36.050650000000012 232.66575000000003 782.62500000000011 227.39850000000004 11.552500000000002 26.787500000000005 2 62.919000000000018 3 26.407500000000002 657.87500000000011 783.98480000000006 104.27500000000002 7.0039999999999951 185.76000000000002 224.14500000000001 101.002 4 254.90500000000003 437.49875000000003 333.67962000000006 255.07275000000001 804.02882000000011 369.25000000000006 783.48000000000013 decision_type=9 2 2 2 2 1 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 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26 32 28 22 21 leaf_count=9940 29536 20 40 30 41 899 109 37 36 24 560 1809 933 87 79 22 33 22 44 24 429 23 37 89129 23 24 26 32 28 22 21 internal_value=0 0.032244 0.0297136 0.027725 0.0298904 0.135374 0.582414 0.0569021 -0.00258704 0.0190281 0.0171249 -0.0024403 0.0336204 0.0668397 0.249912 0.423658 -0.0033968 -0.00349828 0.047007 0.255351 -0.00339982 0.0735192 0.0393323 -0.0036928 0.0206793 -0.0348267 -0.0264739 -0.0319779 -0.406558 0.453451 -0.226514 internal_weight=0 11750 11730 11690 11632 1086 150 936 122369 10546 10500 122333 3161 2125 211 109 119172 119139 1914 68 119117 452 1846 118665 102 1036 991 965 58 46 45 internal_count=134119 11750 11730 11690 11632 1086 150 936 122369 10546 10500 122333 3161 2125 211 109 119172 119139 1914 68 119117 452 1846 118665 102 1036 991 965 58 46 45 cat_boundaries=0 6 7 13 14 15 cat_threshold=33587200 393217 4288 965312512 34210369 25216 258 545351168 1056544 2114560 131104 16793856 167774208 2840 2184 is_linear=0 shrinkage=0.01 Tree=249 num_leaves=34 num_cat=5 split_feature=25 2 10 8 0 6 0 4 18 7 25 24 12 7 25 17 9 18 1 0 6 4 24 2 8 12 13 0 8 11 1 18 12 split_gain=127574 441895 132868 107747 130627 401248 1.11145e+06 352118 85458 74371.2 48820.8 115452 48162.1 46532 42344.6 73100 61738.7 48847.8 42314.9 40513.8 30426.6 31363 19603.1 23040.9 18277.7 13794 18166 10108 6673.73 4502.36 3885.88 1362.4 198.158 threshold=0 1048.2900000000002 638.18750000000011 571.7600000000001 7.1319000000000008 8.0855000000000015 36.050650000000012 232.66575000000003 227.39850000000004 11.552500000000002 1 2 36.937500000000007 657.87500000000011 3 29.175000000000004 66.403050000000022 5.4566910000000011 437.49875000000003 91.825000000000003 318.53250000000008 783.48000000000013 4 11.916000000000002 8.0402250000000013 318.11250000000007 147.53613000000004 30.610000000000003 804.02882000000011 15.764500000000002 543.20000000000016 369.25000000000006 482.64500000000004 decision_type=9 2 2 2 2 2 2 2 2 2 9 1 2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 8 7 -7 -6 9 -1 11 -2 13 18 15 16 17 -14 20 30 21 -12 23 29 -18 26 -24 -22 -5 -16 -20 -10 -27 right_child=10 -3 -4 28 5 6 -8 -9 31 -11 12 -13 14 -15 22 -17 24 -19 19 -21 27 -23 25 -25 -26 32 -28 -29 -30 -31 -32 -33 -34 leaf_value=0.023270603478500167 0.072817427974101928 1.5171128616333007 0.60477519869804386 -0.29886205927530923 0.027940328931750101 2.375582981602899 0.18296833226555273 1.254918058315913 0.5010216931502024 -0.095172544477241383 -0.0031340302483942183 -0.38358965717662463 0.032727287471465194 0.3783193689957261 0.1096278571077947 0.58425972798291381 0.68880593717098237 0.51855857123028148 0.18299010170830621 0.60009199953079229 -0.11193854741313879 0.34421716451644896 0.018830974026251647 0.4484073067903519 0.26128134417533877 -0.13519617753870347 -0.2554498511314392 -0.35271257400512696 -0.51352575659751898 -0.056416155815124512 0.048862637855388504 0.39207510623064906 -0.17272588153680166 leaf_weight=9940 111 20 40 30 919 29 114 24 24 560 120469 100 349 32 89 34 20 22 36 20 136 26 708 20 20 34 25 20 28 20 54 22 24 leaf_count=9940 111 20 40 30 919 29 114 24 24 560 120469 100 349 32 89 34 20 22 36 20 136 26 708 20 20 34 25 20 28 20 54 22 24 internal_value=0 0.0319216 0.0294165 0.0274478 0.0295915 0.13402 0.627624 0.0591678 0.0188378 0.0169536 -0.00256117 -0.151059 -0.00229234 -0.00296 0.0567746 0.135597 0.101781 0.0615367 -0.00306104 0.192982 -0.00323977 -0.00305908 0.01699 0.126595 0.475044 -0.00224221 0.00947624 -0.142807 -0.402493 0.0791611 0.102514 0.448917 -0.150726 internal_weight=0 11750 11730 11690 11632 1086 143 943 10546 10500 122369 211 122158 120793 1365 445 411 371 120761 110 120651 120495 920 129 40 791 733 156 58 109 90 46 58 internal_count=134119 11750 11730 11690 11632 1086 143 943 10546 10500 122369 211 122158 120793 1365 445 411 371 120761 110 120651 120495 920 129 40 791 733 156 58 109 90 46 58 cat_boundaries=0 6 11 12 18 19 cat_threshold=33587200 393217 4288 965312512 34210369 25216 0 2 4 0 8192 1752 8389632 4096 536888576 32 0 16 2050 is_linear=0 shrinkage=0.01 Tree=250 num_leaves=21 num_cat=3 split_feature=0 6 25 2 6 3 2 0 2 1 7 4 25 24 14 14 7 10 1 6 split_gain=129975 116476 102335 136448 115428 307141 95217.5 168804 97552.1 134186 96629 29909.1 113936 61843 22183 29124.1 20660.6 19515 12053.3 10721.3 threshold=1083.9006000000002 1043.5418000000002 0 783.48000000000013 442.27000000000004 52.107000000000006 437.49875000000003 108.06300000000002 292.55550000000005 25.388750000000005 657.87500000000011 73.786500000000018 1 2 346.92500000000007 479.13100000000003 364.41700000000009 88.922000000000011 79.732000000000014 657.87500000000011 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 left_child=1 2 4 11 6 19 8 18 10 -10 -1 14 13 -13 16 -16 -4 -14 -8 -6 right_child=-2 -3 3 -5 5 -7 7 -9 9 -11 -12 12 17 -15 15 -17 -18 -19 -20 -21 leaf_value=0.01992185485897514 0.57031223386526109 -0.61270161013449387 -0.0036447546160551241 0.82286379575729374 0.17455066420815207 1.4718563656806947 -0.14317762423043301 -1.0893329305648805 0.12013797773255241 0.97049866695404052 0.43233798512241295 -0.0040751040699708203 -0.022890972149081347 0.27017990301965794 0.45855853597323099 -0.012374729863528548 -0.16857770900977287 -0.33289341688156127 0.12058740615844726 -0.070610603650410969 leaf_weight=17180 40 31 115843 20 44 20 99 20 72 25 57 127 615 262 24 29 76 21 21 30 leaf_count=17180 40 31 115843 20 44 20 99 20 72 25 57 127 615 262 24 29 76 21 21 30 internal_value=0 0.000195549 0.000336722 -0.00304259 0.0228344 0.37233 0.0209674 -0.238778 0.0230653 0.339303 0.0212856 -0.00318404 0.050597 0.182784 -0.00365937 0.200878 -0.00375289 -0.0326141 -0.0970187 0.075161 internal_weight=0 134616 134585 117017 17568 94 17474 140 17334 97 17237 116997 1025 389 115972 53 115919 636 120 74 internal_count=134656 134616 134585 117017 17568 94 17474 140 17334 97 17237 116997 1025 389 115972 53 115919 636 120 74 cat_boundaries=0 6 11 12 cat_threshold=4243456 604111875 282628 30507136 168304705 134242976 805307904 1048608 536871936 2147483648 16777216 2092 is_linear=0 shrinkage=0.01 Tree=251 num_leaves=19 num_cat=2 split_feature=0 6 25 2 8 6 3 0 7 7 0 13 4 25 6 14 10 8 split_gain=127388 114158 100296 133732 114687 163266 271449 131840 103798 146735 98399.7 43655.3 29107.2 111896 24972.2 21760.1 13787.1 4060.12 threshold=1083.9006000000002 1043.5418000000002 0 783.48000000000013 400.67950000000002 442.27000000000004 20.725000000000005 108.06300000000002 657.87500000000011 1043.5418000000002 431.47500000000008 543.20000000000016 73.786500000000018 1 657.87500000000011 346.92500000000007 5.6142500000000011 484.61250000000007 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 4 11 5 8 14 16 10 -10 -1 12 15 -14 -7 -4 17 -6 right_child=-2 -3 3 -5 7 6 -8 -9 9 -11 -12 -13 13 -15 -16 -17 -18 -19 leaf_value=0.019315197532999383 0.56460910940170284 -0.60657459505142708 -0.003802005252062752 0.81463509082794194 -0.18888420768406083 0.30878277150596062 1.4785754487514495 -0.97829747720198201 0.82171679857614877 -0.2414188394546509 0.31537625158782556 0.41468052253723142 0.18183506606556946 -0.032287959922624079 -0.082876954961706092 0.19886929012694449 -0.35986304941631503 -0.034291083317536573 leaf_weight=17179 40 31 115898 20 23 41 20 22 37 20 113 25 385 636 27 53 21 65 leaf_count=17179 40 31 115898 20 23 41 20 22 37 20 113 25 385 636 27 53 21 65 internal_value=0 0.000193792 0.000333553 -0.00301194 0.0226061 0.0248335 0.454476 -0.27216 0.0226542 0.448687 0.0212499 -0.00315197 -0.00324127 0.0499185 0.153271 -0.00370937 -0.129637 -0.0746961 internal_weight=0 134616 134585 117017 17568 17437 88 131 17349 57 17292 116997 116972 1021 68 115951 109 88 internal_count=134656 134616 134585 117017 17568 17437 88 131 17349 57 17292 116997 116972 1021 68 115951 109 88 cat_boundaries=0 6 11 cat_threshold=4243456 604111875 282628 30507136 168304705 134242976 805307904 1048608 536871936 2147483648 16777216 is_linear=0 shrinkage=0.01 Tree=252 num_leaves=15 num_cat=1 split_feature=0 6 9 25 2 8 6 5 0 0 8 5 0 9 split_gain=124853 111887 120772 97261.5 131108 100158 142431 239383 107197 79260.6 28113.4 46938.3 24509 6849.54 threshold=1083.9006000000002 1043.5418000000002 1023.8910000000002 0 783.48000000000013 400.67950000000002 442.27000000000004 52.149000000000008 108.06300000000002 431.47500000000008 293.68850000000003 79.77300000000001 25.333500000000004 27.663000000000004 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 10 6 9 -8 13 -1 12 -12 -5 -7 right_child=-2 -3 -4 4 -6 8 7 -9 -10 -11 11 -13 -14 -15 leaf_value=0.020451288612670239 0.55896303087472921 -0.6005088515435496 0.66907113958288122 -0.0041621530880756397 0.80648883104324343 -0.090761834691079818 0.13974758657542141 1.3885941834449766 -0.90860034760974706 0.28272706366818529 0.061468818966705023 0.59171908807754525 0.023874178788245902 -0.29556373310089112 leaf_weight=17214 40 31 27 113665 20 89 66 20 21 116 101 20 3206 20 leaf_count=17214 40 31 27 113665 20 89 66 20 21 116 101 20 3206 20 internal_value=0 0.000191965 0.000330329 0.000196141 -0.00309667 0.0221446 0.0242214 0.430177 -0.254382 0.0222069 -0.00323533 0.149113 -0.00339306 -0.12834 internal_weight=0 134616 134585 134558 117012 17546 17416 86 130 17330 116992 121 116871 109 internal_count=134656 134616 134585 134558 117012 17546 17416 86 130 17330 116992 121 116871 109 cat_boundaries=0 6 cat_threshold=4243456 604111875 282628 30507136 168304705 134242976 is_linear=0 shrinkage=0.01 Tree=253 num_leaves=18 num_cat=1 split_feature=0 6 25 2 6 5 2 0 2 1 7 6 13 14 15 14 1 split_gain=122368 109660 96292.6 128462 108605 316978 93025.2 164610 95750.7 131805 92908.8 53261.2 42723.6 24755.5 28465.1 22635.8 11835.4 threshold=1083.9006000000002 1043.5418000000002 0 783.48000000000013 442.27000000000004 79.77300000000001 437.49875000000003 108.06300000000002 292.55550000000005 25.388750000000005 657.87500000000011 546.86500000000012 543.20000000000016 346.92500000000007 441.00000000000006 479.13100000000003 79.732000000000014 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 11 8 16 10 -10 -1 -6 13 14 -4 -15 -8 right_child=-2 -3 3 -5 5 -7 7 -9 9 -11 -12 -13 -14 15 -16 -17 -18 leaf_value=0.01931265186656991 0.55337339138984687 -0.59450374987817589 -0.0033540571170363217 0.79842386436462409 0.38111357697418763 1.411683679927479 -0.14215043289492829 -1.0763227820396424 0.11850575142436558 0.96128732719421395 0.423711821907445 -0.17679924249649048 0.41026119270324707 0.42253343453774089 0.32137745115492083 0.025296238139271735 0.11921931766328359 leaf_weight=17180 40 31 116887 20 28 22 99 20 72 25 57 44 25 26 27 32 21 leaf_count=17180 40 31 116887 20 28 22 99 20 72 25 57 44 25 26 27 32 21 internal_value=0 0.000190045 0.000327025 -0.00295101 0.0221505 0.36116 0.0203395 -0.236398 0.022413 0.335717 0.0206499 0.0401669 -0.00308826 -0.0031766 -0.00327906 0.203368 -0.0964107 internal_weight=0 134616 134585 117017 17568 94 17474 140 17334 97 17237 72 116997 116972 116914 58 120 internal_count=134656 134616 134585 117017 17568 94 17474 140 17334 97 17237 72 116997 116972 116914 58 120 cat_boundaries=0 6 cat_threshold=4243456 604111875 282628 30507136 168304705 134242976 is_linear=0 shrinkage=0.01 Tree=254 num_leaves=15 num_cat=1 split_feature=0 6 9 25 2 8 6 5 0 0 14 7 14 10 split_gain=119933 107478 118162 93671.6 125958 99827.7 132598 233182 104536 81801 27235.6 26162.9 24486.5 14096.8 threshold=1083.9006000000002 1043.5418000000002 1023.8910000000002 0 783.48000000000013 400.67950000000002 442.27000000000004 52.149000000000008 108.06300000000002 431.47500000000008 346.92500000000007 364.41700000000009 479.13100000000003 5.6142500000000011 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 10 6 9 -8 13 -1 11 -5 -12 -7 right_child=-2 -3 -4 4 -6 8 7 -9 -10 -11 12 -13 -14 -15 leaf_value=0.019824051365918846 0.5478396494388581 -0.58855871600489462 0.66179907339590571 -0.0031940262855331331 0.79043967151641858 -0.076800480431980567 0.12854265388214228 1.3611066689491274 -0.90011527470179975 0.28511505585450392 0.45011151065826421 -0.17189617483512215 0.029475204944610596 -0.37030848979949954 leaf_weight=17633 40 31 27 116423 20 90 66 20 21 117 25 92 31 20 leaf_count=17633 40 31 27 116423 20 90 66 20 21 117 25 92 31 20 internal_value=0 0.000188145 0.000323755 0.000191026 -0.00308486 0.0214386 0.0234706 0.415185 -0.253593 0.0215727 -0.00322126 -0.00332723 0.217259 -0.130166 internal_weight=0 134616 134585 134558 116591 17967 17836 86 131 17750 116571 116515 56 110 internal_count=134656 134616 134585 134558 116591 17967 17836 86 131 17750 116571 116515 56 110 cat_boundaries=0 6 cat_threshold=4227072 605160451 282628 30507136 168304705 134242976 is_linear=0 shrinkage=0.01 Tree=255 num_leaves=10 num_cat=1 split_feature=3 2 22 7 7 25 6 13 7 split_gain=374743 107029 99834.1 91700.6 125676 86630.2 184056 41807 401.871 threshold=1048.2900000000002 1048.2900000000002 238.56750000000002 783.98480000000006 657.87500000000011 0 442.27000000000004 638.18750000000011 1043.5418000000002 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=0.022405870204342225 1.0349783668518067 0.53786279317494989 0.67353663542053921 -0.42064425688523516 0.65822835330305429 -0.0027051287631368204 0.4739073252415919 0.44351825804937456 -0.48026817989349369 leaf_weight=11544 35 37 22 26 29 122346 91 21 20 leaf_count=11544 35 37 22 26 29 122346 91 21 20 internal_value=0 9.98715e-05 -4.85056e-05 -0.000159031 -5.82138e-06 -0.000148273 0.0259149 -0.00262834 -0.446568 internal_weight=0 134136 134099 134077 134031 134002 11635 122367 46 internal_count=134171 134136 134099 134077 134031 134002 11635 122367 46 cat_boundaries=0 6 cat_threshold=1097728 67503107 33566996 1476427904 168309315 640 is_linear=0 shrinkage=0.01 Tree=256 num_leaves=10 num_cat=1 split_feature=3 2 22 7 7 25 6 13 7 split_gain=367286 104900 97847.4 89875.7 123175 84906.3 180393 40975.1 393.874 threshold=1048.2900000000002 1048.2900000000002 238.56750000000002 783.98480000000006 657.87500000000011 0 442.27000000000004 638.18750000000011 1043.5418000000002 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=0.022181810787059261 1.0246285792759486 0.53248417931634029 0.66680126266046003 -0.4164378202878512 0.65164606357442922 -0.0026780774603132307 0.46916824110261685 0.43908304396129794 -0.47546550893783568 leaf_weight=11544 35 37 22 26 29 122346 91 21 20 leaf_count=11544 35 37 22 26 29 122346 91 21 20 internal_value=0 9.88728e-05 -4.80206e-05 -0.00015744 -5.76323e-06 -0.00014679 0.0256557 -0.00260205 -0.442102 internal_weight=0 134136 134099 134077 134031 134002 11635 122367 46 internal_count=134171 134136 134099 134077 134031 134002 11635 122367 46 cat_boundaries=0 6 cat_threshold=1097728 67503107 33566996 1476427904 168309315 640 is_linear=0 shrinkage=0.01 Tree=257 num_leaves=13 num_cat=2 split_feature=3 2 7 7 25 6 0 24 12 3 6 7 split_gain=359977 102812 88130.8 120683 83845.4 176644 243726 92953.4 43264.2 119088 48091.1 386.036 threshold=1048.2900000000002 1048.2900000000002 783.98480000000006 657.87500000000011 0 442.27000000000004 39.555000000000007 1 120.129 150.51452500000002 546.86500000000012 1043.5418000000002 decision_type=2 2 2 2 9 2 2 1 2 2 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=-0.041736093805350392 1.0143822664533344 0.52715934444118195 -0.41227343687644374 0.64512958263528764 -0.0027013139204074836 0.18101728684561594 1.4093407626379104 0.034715165632334143 0.055600516565580106 0.75441002002129187 -0.31929147404929004 -0.47071085119247436 leaf_weight=1896 35 37 26 29 121915 70 21 9655 393 26 48 20 leaf_count=1896 35 37 26 29 121915 70 21 9655 393 26 48 20 internal_value=0 9.78839e-05 -4.75405e-05 0.000102632 -3.69379e-05 0.0255956 0.464477 0.0221603 -0.00247721 0.0989634 -0.00282591 -0.437681 internal_weight=0 134136 134099 134053 134024 11642 91 11551 122382 419 121963 46 internal_count=134171 134136 134099 134053 134024 11642 91 11551 122382 419 121963 46 cat_boundaries=0 6 7 cat_threshold=1097728 67503107 33566996 1476427904 168309315 640 129 is_linear=0 shrinkage=0.01 Tree=258 num_leaves=10 num_cat=1 split_feature=3 2 22 7 7 25 6 13 7 split_gain=352813 100766 95858 86333.9 118322 81554.8 173287 40144.8 378.354 threshold=1048.2900000000002 1048.2900000000002 238.56750000000002 783.98480000000006 657.87500000000011 0 442.27000000000004 638.18750000000011 1043.5418000000002 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=0.021738405545098205 1.0042384518214635 0.52188778284433723 0.65998820375312461 -0.40815070133942827 0.638678286322232 -0.0026264994356637456 0.45983180915916355 0.43463592256818501 -0.46600374746322631 leaf_weight=11544 35 37 22 26 29 122346 91 21 20 leaf_count=11544 35 37 22 26 29 122346 91 21 20 internal_value=0 9.68999e-05 -4.70703e-05 -0.000155372 -6.71357e-06 -0.000144934 0.0251432 -0.00255125 -0.433304 internal_weight=0 134136 134099 134077 134031 134002 11635 122367 46 internal_count=134171 134136 134099 134077 134031 134002 11635 122367 46 cat_boundaries=0 6 cat_threshold=1097728 67503107 33566996 1476427904 168309315 640 is_linear=0 shrinkage=0.01 Tree=259 num_leaves=13 num_cat=2 split_feature=3 22 7 7 25 6 8 24 9 3 3 7 split_gain=345792 93909.4 84672.1 115915 79022.6 139362 396768 96194.9 52424.1 226867 40550.6 370.824 threshold=1048.2900000000002 238.56750000000002 783.98480000000006 657.87500000000011 0 442.27000000000004 5.6142500000000011 1 65.156190000000024 232.66575000000003 317.21700000000004 1043.5418000000002 decision_type=2 2 2 2 9 2 2 1 2 2 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=-0.019153758531186841 0.99419609124319896 0.65338829203085469 -0.4040692004790673 0.63229150048617666 -0.0027503947893875386 0.068562295730799847 1.6583290061950684 0.042071205761073281 0.044193282804231057 0.95722543750490463 -0.15868380066877355 -0.46134370851516721 leaf_weight=3835 35 22 26 29 121217 73 20 7729 970 28 167 20 leaf_count=3835 35 22 26 29 121217 73 20 7729 970 28 167 20 internal_value=0 9.5931e-05 -1.12347e-05 0.000135945 -8.24505e-07 0.0248662 0.410448 0.0217868 -0.00237127 0.0698094 -0.00296493 -0.428971 internal_weight=0 134136 134114 134068 134039 11657 93 11564 122382 998 121384 46 internal_count=134171 134136 134114 134068 134039 11657 93 11564 122382 998 121384 46 cat_boundaries=0 6 7 cat_threshold=1097728 67503107 33566996 1476427904 168309315 640 147 is_linear=0 shrinkage=0.01 Tree=260 num_leaves=26 num_cat=3 split_feature=5 3 1 2 25 3 0 1 25 7 1 4 7 2 1 2 7 18 7 2 25 4 1 2 3 split_gain=106708 1.14998e+06 234745 140901 121084 113868 109228 170863 100496 121481 83145.3 81313 79303.1 74448.1 68937.5 65418.2 59777.3 55200.1 52960.2 46959.5 28493.8 21654.1 22278.3 15831.8 12240.4 threshold=111.98700000000001 482.64500000000004 437.49875000000003 1048.2900000000002 0 364.63500000000005 332.15050000000008 172.67400000000001 1 657.87500000000011 480.00160000000005 544.35000000000002 783.98480000000006 43.772500000000008 110.64500000000001 154.91865000000004 22.669000000000004 571.7600000000001 166.73750000000004 22.848730000000007 2 8.0855000000000015 31.717750000000006 46.789800000000007 782.62500000000011 decision_type=2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=3 2 4 5 6 8 7 13 10 11 16 17 -11 -2 18 21 19 -10 20 -1 -6 22 24 -13 -7 right_child=1 -3 -4 -5 14 15 -8 -9 9 12 -12 23 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.14309537483586204 0.0010220896481164818 2.4136713046119325 0.94035449718606889 0.61560080347834412 -0.20760014227162238 -0.1321647511619006 0.83390703201293948 0.80787687099341188 -0.0018193940531237734 0.92863629601218478 -0.50671022588556458 -0.22498746361159072 0.16656346559524537 0.3327411835595786 -0.62983982358660018 -0.76303767871856698 -0.31666354456255513 -0.43082064918677015 0.40362454338073733 -0.25921771430969237 -0.029280999753719721 -0.38857338602478442 -0.40979737520217896 -0.53994633865356445 0.066186519134335403 leaf_weight=882 366 21 29 37 105 129 22 33 131777 22 22 79 36 83 21 20 31 30 25 30 458 37 24 20 41 leaf_count=882 366 21 29 37 105 129 22 33 131777 22 22 79 36 83 21 20 31 30 25 30 458 37 24 20 41 internal_value=0 0.0947905 0.0521491 -0.00141414 0.0290062 -0.00158556 0.142018 0.113385 -0.00118376 -0.00193088 0.0999686 -0.00213221 0.455626 0.0623421 -0.0657731 -0.214377 0.115182 -0.00191704 -0.0467464 0.129861 -0.0667452 -0.166874 -0.124591 -0.288616 -0.0843271 internal_weight=0 1163 1142 133217 1113 133180 504 482 132929 131964 965 131906 58 449 609 251 943 131807 588 912 563 231 194 99 170 internal_count=134380 1163 1142 133217 1113 133180 504 482 132929 131964 965 131906 58 449 609 251 943 131807 588 912 563 231 194 99 170 cat_boundaries=0 5 11 17 cat_threshold=536905216 1052928 17408 0 16777216 0 2 4100 134283264 33693760 8192 0 0 0 4194304 33554433 134217728 is_linear=0 shrinkage=0.01 Tree=261 num_leaves=26 num_cat=2 split_feature=5 0 2 17 2 25 7 2 13 1 1 4 25 1 7 7 7 18 22 2 4 8 26 4 4 split_gain=104540 348294 470033 208077 138097 132498 269086 137250 109898 107894 99809.3 85161.2 85211.9 77882.8 54445.3 51062.6 137769 54021.8 48165.8 44580.6 28952.6 23014.9 21589.4 18818.7 1800.79 threshold=111.98700000000001 309.85375000000005 23.769000000000002 107.98140000000002 1048.2900000000002 0 187.26000000000002 48.007500000000007 41.31750000000001 172.67400000000001 52.034000000000006 544.35000000000002 1 480.00160000000005 22.669000000000004 657.87500000000011 783.98480000000006 571.7600000000001 255.07275000000001 22.848730000000007 255.07275000000001 91.825000000000003 2022.5000000000002 783.48000000000013 783.48000000000013 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 5 11 6 7 21 9 20 -9 12 13 14 19 17 -17 18 -14 -1 -7 -2 23 -13 -24 right_child=1 2 -4 -5 -6 8 -8 10 -10 -11 -12 22 15 -15 -16 16 -18 -19 -20 -21 -22 -23 24 -25 -26 leaf_value=0.12185664714466443 -0.00026585728327433269 0.055174525048997669 2.0499472896258037 0.85263606671243908 0.60944482751794771 -0.038919863749606445 1.1053215814458914 0.24212444514763065 -0.6354123612373106 0.60521517900320199 1.0770591217279435 0.040857953736858986 -0.0021888751925059368 -0.49098185912422515 -0.28032587257591457 0.91934993397105824 -0.075020914077758794 -0.42651244028409324 0.48859160530567169 -0.23134875735721075 -0.40060073541558311 0.32155223031838737 -0.44712009319237306 -0.35258672142028807 -0.34255734324455261 leaf_weight=1045 300 27 21 32 37 587 29 41 31 26 22 31 131809 23 37 22 38 30 20 37 23 24 28 20 40 leaf_count=1045 300 27 21 32 37 587 29 41 31 26 22 31 131809 23 37 22 38 30 20 37 23 24 28 20 40 internal_value=0 0.0938222 0.927888 0.0579162 -0.0014 0.0344342 0.172099 0.106615 -0.0532082 -0.025667 0.533689 -0.0015697 -0.00133057 0.0843018 0.0968796 -0.0020781 0.289582 -0.00221098 -0.00211442 0.109778 -0.052557 0.0235725 -0.268965 -0.113434 -0.385613 internal_weight=0 1163 48 1115 133217 1083 416 387 667 636 63 133180 133061 1142 1119 131919 60 131859 131829 1082 610 324 119 51 68 internal_count=134380 1163 48 1115 133217 1083 416 387 667 636 63 133180 133061 1142 1119 131919 60 131859 131829 1082 610 324 119 51 68 cat_boundaries=0 5 11 cat_threshold=536872448 1184000 17408 0 16777217 2148794368 2 12292 134283264 33693760 8192 is_linear=0 shrinkage=0.01 Tree=262 num_leaves=27 num_cat=7 split_feature=5 0 2 17 2 13 12 24 1 0 4 25 24 24 25 7 7 18 22 25 5 1 25 4 4 4 split_gain=102459 341363 460680 203936 135349 130504 254760 119490 340166 114330 83466.5 83516.2 197953 80898.9 126786 50046.4 135027 52946.8 47207.3 28076.6 22469 18009.2 8882.68 5572.02 1031.93 1921.49 threshold=111.98700000000001 309.85375000000005 23.769000000000002 107.98140000000002 1048.2900000000002 105.04150000000001 172.67400000000001 0 133.53660000000005 31.946650000000005 544.35000000000002 1 2 3 4 657.87500000000011 783.98480000000006 571.7600000000001 255.07275000000001 5 254.90500000000003 15.577650000000002 6 650.90000000000009 783.48000000000013 1066.3056000000001 decision_type=2 2 2 2 2 2 2 1 2 2 2 9 1 1 9 2 2 2 2 9 2 2 9 2 2 2 left_child=4 3 -3 5 10 6 7 8 -2 -9 11 12 19 -14 -15 17 -17 18 -13 -1 -7 23 -21 -12 -25 -26 right_child=1 2 -4 -5 -6 20 -8 9 -10 -11 21 15 13 14 -16 16 -18 -19 -20 22 -22 -23 -24 24 25 -27 leaf_value=-0.20534544174487773 0.106259420841758 0.05462279408066361 2.0294478451637996 0.84410968316718937 0.60335038056244716 -0.25179676663875578 1.0750029559930165 -0.092184493733339909 1.4480106105804444 0.35920090536917409 -0.085273686739114604 -0.0021669865379821394 0.35976898362239207 0.33666104684328901 0.014772703641840679 0.91015642946416675 -0.074270688358106116 -0.42224731644491359 0.48370570603758095 -0.078892020923179262 -0.70563135822614032 -0.53997595286369326 0.039771665471844971 -0.20031953692436219 -0.34577796379725134 -0.22169503505413349 leaf_weight=146 342 27 21 32 37 20 24 591 20 62 26 131809 182 169 403 22 38 30 20 139 24 20 103 23 24 26 leaf_count=146 342 27 21 32 37 20 24 591 20 62 26 131809 182 169 403 22 38 30 20 139 24 20 103 23 24 26 internal_value=0 0.092884 0.918609 0.0573371 -0.001386 0.0340899 0.0566799 0.0326013 0.17554 -0.0485831 -0.00155401 -0.00131726 0.0834588 0.177276 0.114027 -0.00205732 0.286686 -0.00218887 -0.00209327 -0.0987302 -0.499343 -0.266275 -0.0288124 -0.210982 -0.255755 -0.281255 internal_weight=0 1163 48 1115 133217 1083 1039 1015 362 653 133180 133061 1142 754 572 131919 60 131859 131829 388 44 119 242 99 73 50 internal_count=134380 1163 48 1115 133217 1083 1039 1015 362 653 133180 133061 1142 754 572 131919 60 131859 131829 388 44 119 242 99 73 50 cat_boundaries=0 1 7 8 9 14 19 24 cat_threshold=833 2148794368 2 12292 134283264 33693760 8192 2328 132 0 0 4 65536 33685504 0 0 4100 0 8192 0 2 0 134283264 33554432 is_linear=0 shrinkage=0.01 Tree=263 num_leaves=36 num_cat=8 split_feature=5 3 1 24 25 5 5 2 0 3 25 24 24 25 24 3 3 5 18 26 4 3 0 0 0 1 2 2 11 25 4 26 26 18 3 split_gain=100420 1.12121e+06 223235 178947 270711 569515 243272 132655 125417 111627 95474.1 224912 74347 87441 70827.1 84441.3 83707.8 67415.4 55734 52264.5 49622.5 49459.4 34569.6 33355.5 22030.4 21210.2 20448.1 59156.3 21211.1 10130.2 2917.48 2037.26 1253.15 204.179 10.0993 threshold=111.98700000000001 482.64500000000004 437.49875000000003 0 1 364.99000000000007 137.58000000000001 1048.2900000000002 271.26290500000005 364.63500000000005 2 3 4 5 6 782.62500000000011 782.62500000000011 232.66575000000003 432.42825000000005 2022.5000000000002 650.90000000000009 145.10250000000005 68.645400000000009 70.967000000000013 58.577500000000008 89.512000000000015 28.745500000000003 117.21250000000002 78.522500000000022 7 783.48000000000013 2022.5000000000002 2022.5000000000002 650.90000000000009 482.64500000000004 decision_type=2 2 2 1 9 2 2 2 2 2 9 1 1 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=7 2 3 4 5 6 -2 9 17 10 11 24 19 -14 15 31 22 23 20 -13 21 -12 32 -5 29 -19 28 -28 -6 -1 -22 -11 -16 -20 -33 right_child=1 -3 -4 8 26 -7 -8 -9 -10 14 18 12 13 -15 16 -17 -18 25 33 -21 30 -23 -24 -25 -26 -27 27 -29 -30 -31 -32 34 -34 -35 -36 leaf_value=-0.15654407810855223 1.0467381106252256 2.3816478692917595 0.91600793838500982 5.5759633701152872e-05 -0.013467145720306708 1.6997468320762412 -0.15745297931855726 0.59731685844627591 -0.78964156560897836 -0.21188074633053372 -0.0020305090102396622 0.226495279448373 -0.058912638222298974 0.22698139934369496 -0.10584620794584584 0.51477590541044871 -0.80224145916530065 -0.1631925975151782 -0.35749019274005184 0.60065337312221534 -0.17908828901648524 0.08575230040291483 -0.6070700626373291 0.38079695491790772 -0.44186274909973144 -0.48940579771995546 0.64741353273391722 -0.024491010967053865 0.32155427946336568 -0.034298895704532095 -0.31329803814058715 -0.1110794922799775 -0.18466293874539827 -0.31644989918578753 -0.11971164827761444 leaf_weight=144 23 21 29 289 343 34 62 37 25 35 131199 70 154 340 43 24 35 212 27 80 25 645 20 25 20 22 20 38 20 157 46 33 38 22 23 leaf_count=144 23 21 29 289 343 34 62 37 25 35 131199 70 154 340 43 24 35 212 27 80 25 645 20 25 20 22 20 38 20 157 46 33 38 22 23 internal_value=0 0.0919551 0.0498505 0.0272821 0.156243 0.558948 0.168387 -0.00137179 -0.0953152 -0.00153812 -0.00114029 0.0974521 0.204417 0.138456 -0.212226 -0.0118416 -0.354715 -0.0653791 -0.0018685 0.399418 -0.00174339 -0.00160106 -0.234752 0.0303695 -0.116837 -0.193862 0.0320869 0.2072 0.00499134 -0.0991219 -0.266041 -0.152031 -0.142822 -0.339064 -0.114625 internal_weight=0 1163 1142 1113 540 119 85 133217 573 133180 132929 965 644 494 251 115 136 548 131964 150 131915 131844 101 314 321 234 421 58 363 301 71 91 81 49 56 internal_count=134380 1163 1142 1113 540 119 85 133217 573 133180 132929 965 644 494 251 115 136 548 131964 150 131915 131844 101 314 321 234 421 58 363 301 71 91 81 49 56 cat_boundaries=0 1 4 10 11 12 15 16 21 cat_threshold=2881 32768 0 1024 0 2 4100 134283264 33693760 8192 2328 5 0 2 4096 1414 0 2 4100 0 8192 is_linear=0 shrinkage=0.01 Tree=264 num_leaves=28 num_cat=2 split_feature=5 3 1 24 0 1 7 2 0 3 4 24 3 3 5 10 6 18 22 0 1 1 4 4 3 3 3 split_gain=98421.3 1.0989e+06 218793 175386 218687 200222 130600 130015 122922 109406 72243.4 69417.6 82760.9 82042 66073.9 54330.9 51595.5 54785.2 40791.6 33881.6 20788.2 18535.4 10395.9 1117.07 1002.21 147.713 2.48334 threshold=111.98700000000001 482.64500000000004 437.49875000000003 0 223.35100000000003 133.53660000000005 166.73750000000004 1048.2900000000002 271.26290500000005 364.63500000000005 544.35000000000002 1 782.62500000000011 782.62500000000011 232.66575000000003 10.83797 783.98480000000006 571.7600000000001 255.07275000000001 68.645400000000009 89.512000000000015 10.556303500000002 650.90000000000009 783.48000000000013 482.64500000000004 441.87500000000006 544.35000000000002 decision_type=2 2 2 1 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=7 2 3 4 5 6 -2 9 14 10 16 12 25 19 15 -5 17 18 -1 24 -16 22 -12 -24 -13 -11 -27 right_child=1 -3 -4 8 -6 -7 -8 -9 -10 11 21 13 -14 -15 20 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 leaf_value=-0.00098558560716804065 0.037900128494908605 2.3578314917428154 0.90684785579812943 -0.012686512864811319 1.1340354993939401 1.0971218299865724 0.75304574383629697 0.59134370339883346 -0.78174515023231506 -0.16740127772995919 -0.013483380575974781 -0.095530918836593634 0.50962814946969348 -0.79421904196057991 -0.16156067160502921 0.43478824651241305 0.35818395328521729 -0.39660554705347328 0.43978238869281044 -0.60099937152862548 -0.48451174172488126 -0.52835370302200313 -0.19692742852737075 -0.28168612390756609 -0.16837186715182134 -0.13922307763780867 -0.14345301576282668 leaf_weight=132718 471 21 29 284 22 20 27 37 25 33 24 30 24 35 212 30 40 35 21 20 22 20 23 48 51 35 23 leaf_count=132718 471 21 29 284 22 20 27 37 25 33 24 30 24 35 212 30 40 35 21 20 22 20 23 48 51 35 23 internal_value=0 0.0910356 0.049352 0.0270093 0.154681 0.116073 0.0766731 -0.00135809 -0.094362 -0.00152275 -0.00112891 -0.210103 -0.0117231 -0.351168 -0.0647253 0.0300659 -0.000911977 -0.00102016 -0.000915854 -0.232405 -0.191924 -0.25166 -0.193409 -0.254229 -0.141394 -0.150511 -0.1409 internal_weight=0 1163 1142 1113 540 518 498 133217 573 133180 132929 251 115 136 548 314 132814 132774 132739 101 234 115 95 71 81 91 58 internal_count=134380 1163 1142 1113 540 518 498 133217 573 133180 132929 251 115 136 548 314 132814 132774 132739 101 234 115 95 71 81 91 58 cat_boundaries=0 1 2 cat_threshold=2881 1414 is_linear=0 shrinkage=0.01 Tree=265 num_leaves=34 num_cat=8 split_feature=25 4 24 7 9 25 5 5 2 9 2 25 3 3 3 4 11 5 4 25 1 3 4 22 11 24 11 25 2 2 3 11 24 split_gain=117821 182725 99146.4 128538 126651 126632 124672 193692 98602 311005 124148 88504.2 86809.4 78495.4 121107 73121.4 67491.2 192027 63062.5 54409.3 51556.2 45182.1 39156.5 37641.6 35923.2 35538.8 33432.3 32065.1 28787.9 17003.8 14534.6 4990.99 4807.52 threshold=0 783.48000000000013 1 482.16800000000006 362.49400000000003 2 364.99000000000007 481.77300000000008 271.95250000000004 10.753000000000002 292.55550000000005 3 0.9105000000000002 650.90000000000009 242.64500000000001 273.10998000000006 225.07500000000002 171.57300000000001 9.3117500000000017 4 156.10000000000005 1048.2900000000002 37.366000000000007 238.56750000000002 308.79750000000007 5 271.26290500000005 6 91.035000000000011 648.37500000000011 232.66575000000003 648.37500000000011 7 decision_type=9 2 1 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 9 2 2 2 2 1 left_child=1 2 4 6 5 13 11 -8 16 10 -10 25 19 14 -1 -13 21 22 20 -7 29 23 24 27 26 -4 -18 32 -29 -12 -14 -26 -2 right_child=8 -3 3 -5 -6 12 7 -9 9 -11 18 15 30 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 31 -27 -28 28 -30 -31 -32 -33 -34 leaf_value=0.021749549250849213 -0.035428642045270214 0.94573824622414338 -0.01210437447337781 0.60896923610142306 0.6712650208813804 0.36600367491585872 1.1746332898347274 0.011941023625825581 0.80009932041168219 1.2491281250000001 -0.059897377211472085 -0.011422756237566967 -0.071186242664561555 -0.56845998027107936 0.52894332952797418 -0.34913738529498761 0.070261676190263134 1.1027682432383299 0.40052926990720961 0.14431615798212402 0.41524794987269809 -0.46653301420665927 0.50207088994979854 0.42069035212198891 -0.035086554368336999 0.20852885589455114 0.51294224212567008 -0.0028768148774215158 0.053391342557860967 -0.30271316740247939 -0.35812008115980365 -0.18402339776357013 -0.13246331464259997 leaf_weight=2452 101 22 108 35 35 130 23 38 22 25 145 4697 51 22 48 65 59 20 36 995 21 21 20 21 90 254 24 123413 916 36 27 30 208 leaf_count=2452 101 22 108 35 35 130 23 38 22 25 145 4697 51 22 48 65 59 20 36 995 21 21 20 21 90 254 24 123413 916 36 27 30 208 internal_value=0 0.0354586 0.033268 0.00498297 0.0723305 0.0668971 0.000915528 0.450333 -0.00197768 0.183814 0.0813794 -0.00443468 0.150848 0.0261505 0.0314877 -0.0159989 -0.0024017 0.164092 0.0149431 0.17447 -0.0537752 -0.0027262 0.0799057 -0.00264806 0.0383131 0.144149 0.198266 -0.00271939 -0.00246206 -0.108192 -0.170509 -0.0723208 -0.102851 internal_weight=0 9002 8980 5220 3760 3725 5185 61 125208 285 260 5124 1203 2522 2500 4762 124923 243 238 1125 202 124680 223 124659 203 362 83 124638 124329 181 78 120 309 internal_count=134210 9002 8980 5220 3760 3725 5185 61 125208 285 260 5124 1203 2522 2500 4762 124923 243 238 1125 202 124680 223 124659 203 362 83 124638 124329 181 78 120 309 cat_boundaries=0 6 7 13 19 23 24 29 30 cat_threshold=2147778560 393216 8468 424706176 33698304 8736 1392 32768 131072 8208 1048576 8704 8736 0 262144 8192 0 33563136 8704 0 0 4 16777344 10 0 3 262144 1073741824 134742080 269 is_linear=0 shrinkage=0.01 Tree=266 num_leaves=18 num_cat=1 split_feature=0 3 7 8 4 24 3 6 20 11 5 3 4 9 12 4 19 split_gain=96770.7 478012 255056 97397.6 184126 66947.5 187706 65465.7 59100.2 56004.8 388274 168737 82560.8 51595.5 49150.1 48399.2 38812.8 threshold=33.677000000000014 650.90000000000009 482.16800000000006 335.81400000000008 398.32578000000007 0 13.784355000000003 1043.5418000000002 324.92500000000007 225.07500000000002 171.57300000000001 1048.2900000000002 49.484000000000009 783.98480000000006 74.402200000000008 293.27220000000005 282.67948000000007 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 4 5 6 -2 8 9 11 12 13 14 16 -11 -7 -1 right_child=1 -3 -4 -5 -6 15 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.0010926315716813639 0.088696917970425532 1.5201060139049185 1.0693690596024197 -0.52301655830875515 0.84769768016678959 0.023959101943760698 0.8700392313003541 -0.51259244079589839 0.40430130998293556 -0.049887587507414725 1.3820928349702255 -0.75114636103312182 0.65733126497268668 -0.3601844942569733 0.38389981549361657 -0.4576081212361654 0.26222931159394131 leaf_weight=129900 253 22 24 31 28 3374 35 25 36 263 23 30 20 40 29 21 56 leaf_count=129900 253 22 24 31 28 3374 35 25 36 263 23 30 20 40 29 21 56 internal_value=0 0.0503562 0.0417703 0.0351796 0.0398425 0.0337008 0.177489 -0.000916274 -0.000818175 -0.000930051 0.128201 -0.00126275 0.0357669 -0.00108969 -0.00680596 0.0209187 -0.000979162 internal_weight=0 3788 3766 3742 3711 3683 288 130422 130397 130361 335 130026 312 129996 292 3395 129956 internal_count=134210 3788 3766 3742 3711 3683 288 130422 130397 130361 335 130026 312 129996 292 3395 129956 cat_boundaries=0 1 cat_threshold=16 is_linear=0 shrinkage=0.01 Tree=267 num_leaves=23 num_cat=0 split_feature=0 3 7 2 4 1 5 4 1 7 17 13 2 1 19 1 2 20 18 6 3 3 split_gain=94845 468500 249980 234952 161815 73683.7 202697 160923 121187 72618.4 75826.3 61706.4 57128.3 69865.4 69031.6 61191.4 53196.7 43314 41279.4 49680.9 159390 75073.5 threshold=33.677000000000014 650.90000000000009 482.16800000000006 543.20000000000016 398.32578000000007 96.020000000000024 64.831750000000014 1.7005140000000003 177.74775000000002 134.02375000000004 148.40000000000003 50.360000000000014 543.20000000000016 1066.3056000000001 28.862000000000005 789.60480000000007 1048.2900000000002 324.92500000000007 484.61250000000007 336.95674000000002 1048.2900000000002 108.21050000000001 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=5 2 3 4 9 16 12 8 -8 10 -2 -11 13 14 15 -7 17 18 19 20 -1 -21 right_child=1 -3 -4 -5 -6 6 7 -9 -10 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 21 -22 -23 leaf_value=-0.0013515160434905864 0.025089758728633182 1.5049048891934482 1.0586753690242767 0.93143199361603835 0.78515836443219866 0.018901373251002999 1.2215070296778823 -0.024840592647853651 0.37082246415755327 -0.11464141270210004 0.62774393308730358 -0.75878605717420589 0.55403757186163038 0.55095743751525883 0.59912890714406974 -0.42461980000138283 -0.47242306073506679 0.36066547061457777 0.33690320789813993 -0.21513040401886419 -0.7697645088478372 0.41430637087140765 leaf_weight=128769 3586 22 24 29 28 1115 33 38 34 58 21 20 21 25 20 32 24 33 36 194 27 21 leaf_count=128769 3586 22 24 29 28 1115 33 38 34 58 21 20 21 25 20 32 24 33 36 194 27 21 internal_value=0 0.0498526 0.0413526 0.0348278 0.0278249 -0.000907112 0.0734843 0.494988 0.789816 0.0220704 0.0285984 -0.279807 0.0369979 0.027889 0.0166836 0.00652764 -0.00166656 -0.00157903 -0.00167167 -0.00176614 -0.0015126 -0.153651 internal_weight=0 3788 3766 3742 3713 130422 1318 105 67 3685 3607 78 1213 1192 1167 1147 129104 129080 129047 129011 128796 215 internal_count=134210 3788 3766 3742 3713 130422 1318 105 67 3685 3607 78 1213 1192 1167 1147 129104 129080 129047 129011 128796 215 is_linear=0 shrinkage=0.01 Tree=268 num_leaves=36 num_cat=8 split_feature=25 4 17 24 25 25 0 26 2 9 2 3 2 2 5 25 17 4 2 26 12 3 18 3 26 25 3 7 25 7 10 1 24 26 26 split_gain=114820 177467 114933 97447.2 127654 119292 113811 106318 95762.7 303110 121860 83116.1 526928 75260.5 76615.4 67405.7 72969.9 61713.3 49879.1 49826.3 47763 293503 59838.5 51630.9 40323.6 39336.1 38014.3 36670.9 30975.6 32850.4 24926.8 19692.4 4535.69 1345.49 181.511 threshold=0 783.48000000000013 515.65075000000013 1 2 3 362.49400000000003 2022.5000000000002 271.95250000000004 10.753000000000002 292.55550000000005 364.63500000000005 80.954000000000022 394.3250000000001 364.99000000000007 4 102.03000000000002 9.3117500000000017 648.37500000000011 2022.5000000000002 31.398750000000003 172.09050000000002 12.658800000000003 317.21700000000004 2022.5000000000002 5 650.90000000000009 14.319000000000001 6 657.87500000000011 2.9130000000000007 29.184500000000003 7 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 1 9 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 1 2 2 left_child=1 3 8 4 19 34 15 -8 20 10 -10 13 26 14 -7 33 -17 18 -12 -1 23 22 25 28 -15 -22 -13 31 32 -30 -24 -25 -2 -6 -5 right_child=2 -3 -4 5 6 11 7 -9 9 -11 17 12 -14 24 -16 16 -18 -19 -20 -21 21 -23 30 27 -26 -27 -28 -29 29 -31 -32 -33 -34 -35 -36 leaf_value=0.19027446098327638 -0.037064486161797451 0.93208349097858778 0.57937052558450142 0.3066669145752402 -0.15142473510333471 0.0030698689249522748 0.10374811605973677 1.1111475324630737 0.79192030256444756 1.2326844223022462 0.025349483875014026 0.057256214060681938 1.740117961883545 -0.042910597324371337 0.31642051382909847 0.06555337033762286 0.67271872425079349 0.39546977122624716 -0.36533861113757626 0.54488998685564316 0.085145704810190015 0.93198442312511232 0.38158209790334563 -0.071236099673855691 -0.51172510790270431 -0.02253972883884308 -0.44640432357788085 -0.52937760233879094 -0.0028192193777483417 0.28028786135882866 0.025503396221569608 -0.37368328571319581 -0.13182819555390554 -0.22044056139494245 0.32977224686566525 leaf_weight=75 103 22 34 68 56 6347 22 20 22 25 161 47 20 32 79 1920 20 36 41 84 512 37 66 155 43 962 22 24 122734 41 28 25 202 57 68 leaf_count=75 103 22 34 68 56 6347 22 20 22 25 161 47 20 32 79 1920 20 36 41 84 512 37 66 155 43 962 22 24 122734 41 28 25 202 57 68 internal_value=0 0.0349955 -0.00196098 0.0328367 0.0895842 0.0136661 0.0678277 0.583462 -0.00211904 0.180978 0.0798521 0.00739043 0.310927 0.00324633 0.00692214 0.0576093 0.0714445 0.0140307 -0.0539486 0.355274 -0.00253687 0.0516632 0.0308903 -0.00324249 -0.311698 0.01529 -0.103331 -0.1622 -0.00297902 -0.00272446 0.275516 -0.113243 -0.102019 -0.171097 0.296424 internal_weight=0 9002 125208 8980 2254 6726 2095 42 125174 285 260 6590 89 6501 6426 2053 1940 238 202 159 124889 1605 1568 123284 75 1474 69 204 123080 122775 94 180 305 113 136 internal_count=134210 9002 125208 8980 2254 6726 2095 42 125174 285 260 6590 89 6501 6426 2053 1940 238 202 159 124889 1605 1568 123284 75 1474 69 204 123080 122775 94 180 305 113 136 cat_boundaries=0 6 7 11 16 22 28 33 34 cat_threshold=2147778560 393216 8468 424706176 33698304 8736 352 0 0 4 419430400 2147483648 262144 0 0 139264 2147483648 0 8192 32768 8192 8704 42026496 0 536887296 32 16793600 16 0 3 262144 1073741824 134742080 269 is_linear=0 shrinkage=0.01 Tree=269 num_leaves=30 num_cat=8 split_feature=25 4 17 24 5 3 2 3 7 25 0 0 25 0 2 5 24 25 25 6 5 3 7 3 25 0 3 18 5 split_gain=112566 163308 112685 93011.6 230796 160532 462281 130993 111937 111702 104898 194485 101247 152734 75710.9 71691.5 68269.5 72008 61352.9 55972.2 49711.5 39433 77989.2 47176.5 95336 40216.9 35210.3 32840.7 32767.4 threshold=0 783.48000000000013 515.65075000000013 1 364.99000000000007 242.64500000000001 132.07150000000004 650.90000000000009 657.87500000000011 2 362.49400000000003 542.34225000000004 3 479.65650000000011 783.48000000000013 544.35000000000002 4 5 6 8.0855000000000015 544.35000000000002 317.21700000000004 139.87550000000002 145.10250000000005 7 126.55500000000002 441.87500000000006 233.76189000000002 783.48000000000013 decision_type=9 2 2 1 2 2 2 2 2 9 2 2 9 2 2 2 1 9 9 2 2 2 2 2 9 2 2 2 2 left_child=1 3 14 5 8 9 7 26 12 10 19 -12 -5 -14 20 -6 18 -18 -11 -1 21 23 25 27 -25 -23 -7 -2 -22 right_child=2 -3 -4 4 15 6 -8 -9 -10 16 11 -13 13 -15 -16 -17 17 -19 -20 -21 28 22 -24 24 -26 -27 -28 -29 -30 leaf_value=-0.002810363647539697 -0.0025013878447431772 0.87499306471451477 0.57357683237861179 0.2553795785222735 1.10679257683132 0.23390891147594825 1.8117720050811768 -0.43430491209030153 0.74006061458587657 0.33752813906748713 1.0427223228525233 -0.24041224161783856 -0.01220106816751595 -0.62527293839105746 0.43279170966148378 0.29865267344883512 -0.02461854730333601 0.16400826020047846 0.12994626564382564 0.15170151924219683 0.48043331330163142 -0.13346285227508772 -0.73267692232131965 0.28960185483588791 -0.0073354137974020878 0.28917068609824548 0.72897583150863654 -0.20148295480084705 0.047718463352748326 leaf_weight=2785 123606 23 34 130 23 51 20 28 20 201 27 21 4581 41 40 21 487 336 621 256 35 168 20 157 314 26 20 83 35 leaf_count=2785 123606 23 34 130 23 51 20 28 20 201 27 21 4581 41 40 21 487 336 621 256 35 168 20 157 314 26 20 83 35 internal_value=0 0.0333231 -0.00204116 0.0313555 0.000156031 0.0621886 0.425074 0.144933 -0.00649097 0.053198 0.0174616 0.481351 -0.00963303 -0.0176013 -0.00219854 0.721089 0.119472 0.0534351 0.184152 0.0101969 -0.00233836 -0.0024883 -0.138116 -0.00225453 0.0976366 -0.0768212 0.373364 -0.00263491 0.264076 internal_weight=0 9692 124518 9669 4816 4853 119 99 4772 4734 3089 48 4752 4622 124484 44 1645 823 822 3041 124444 124374 214 124160 471 194 71 123689 70 internal_count=134210 9692 124518 9669 4816 4853 119 99 4772 4734 3089 48 4752 4622 124484 44 1645 823 822 3041 124444 124374 214 124160 471 194 71 123689 70 cat_boundaries=0 6 7 13 18 19 24 28 31 cat_threshold=2147778560 393232 8532 961577088 33698304 8736 3440 294912 131088 64 1081344 8704 8704 0 0 0 0 33562624 1120 0 0 260 402653184 33558528 0 0 4 272629760 37748736 4128 17408 is_linear=0 shrinkage=0.01 Tree=270 num_leaves=25 num_cat=3 split_feature=0 9 24 1 2 0 5 26 7 22 11 5 3 24 18 0 24 0 26 1 0 26 0 0 split_gain=113158 476728 230272 184943 129182 120912 104352 84289.9 71321.1 69713.2 61330.1 303369 86802 86390.1 62342.9 57652.3 44948.5 36251.8 28368.5 27013.2 16780.6 14904.5 11795.7 4.21109 threshold=290.96350000000007 233.76189000000002 0 64.397977000000012 1048.2900000000002 431.47500000000008 3.4326000000000008 2022.5000000000002 1043.5418000000002 288.94250000000005 225.07500000000002 232.66575000000003 400.11250000000007 1 571.7600000000001 643.62800000000016 2 643.62800000000016 2022.5000000000002 6.2950000000000008 332.15050000000008 2022.5000000000002 479.65650000000011 643.62800000000016 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 left_child=4 2 3 5 8 18 15 23 9 10 12 16 14 -14 -1 19 -12 -9 -2 22 -20 -17 -4 -7 right_child=1 -3 6 -5 -6 7 -8 17 -10 -11 11 -13 13 -15 -16 21 -18 -19 20 -21 -22 -23 -24 -25 leaf_value=-0.0003588569822661482 -0.24645365220308305 1.6637359766960145 0.052588682730992639 1.0345109158754349 0.60713849639892581 0.19767730150903975 -0.69771139396088455 0.51399350484212247 -0.51437469659028234 0.58998540091514584 0.21677210389484061 1.2427113980832307 0.021731795496859791 -0.36928542153103144 -0.4488598318446067 -0.13832379500071207 -0.031158967608899139 1.1088771977424623 -0.093941999932994014 -0.28882514286041261 0.26775256650201207 -0.43254538032743667 0.26933388999014191 0.20332389373779297 leaf_weight=132958 40 20 105 32 35 28 28 21 27 20 100 23 108 117 31 33 216 20 23 20 29 36 33 25 leaf_count=132958 40 20 105 32 35 28 28 21 27 20 100 23 108 117 31 33 216 20 23 20 29 36 33 25 internal_value=0 0.151472 0.0875284 0.317719 -0.000309916 0.211481 -0.117128 0.463718 -0.000469053 -0.000365174 -0.000453581 0.13388 -0.00079543 -0.197044 -0.000463403 -0.050674 0.0531741 0.804181 -0.046239 0.0546413 0.107772 -0.291831 0.104419 0.200341 internal_weight=0 493 473 218 133635 186 255 94 133600 133573 133553 339 133214 225 132989 227 316 41 92 158 52 69 138 53 internal_count=134128 493 473 218 133635 186 255 94 133600 133573 133553 339 133214 225 132989 227 316 41 92 158 52 69 138 53 cat_boundaries=0 1 2 3 cat_threshold=3904 901 195 is_linear=0 shrinkage=0.01 Tree=271 num_leaves=37 num_cat=7 split_feature=25 3 0 4 0 24 6 1 1 3 25 24 4 6 3 3 12 13 2 1 26 22 24 1 24 8 25 2 1 1 3 3 3 3 26 3 split_gain=133300 224075 151763 379973 311049 187180 358478 95870.9 99420 90681.8 90818 266891 77899.3 56728.7 55670.6 78387.4 127420 120093 78876 38986.8 39904.7 38081.9 37904.3 33492.1 32250.7 46474.9 38760.3 13215.8 7591.79 6744.23 3921.93 5925.06 2910.13 2558.55 47.1393 149.336 threshold=0 1048.2900000000002 7.1319000000000008 398.32578000000007 9.0862500000000015 1 44.161500000000011 437.49875000000003 650.90000000000009 400.11250000000007 2 3 79.720000000000013 657.87500000000011 317.21700000000004 145.10250000000005 74.402200000000008 8.1694000000000013 185.38000000000002 480.00160000000005 2022.5000000000002 238.56750000000002 4 14.594500000000002 5 444.42060000000004 6 58.460500000000003 232.94400000000005 650.90000000000009 482.64500000000004 650.90000000000009 650.90000000000009 482.64500000000004 2022.5000000000002 400.11250000000007 decision_type=9 2 2 2 2 1 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 1 2 1 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 -4 6 -6 9 -9 10 11 -1 -7 -12 15 19 17 18 22 21 29 24 -17 27 26 -26 -2 30 -25 -21 34 -32 33 -11 -16 -36 right_child=14 -3 3 -5 5 12 -8 8 -10 32 13 -13 -14 -15 23 16 -18 -19 -20 20 -22 -23 -24 28 25 -27 -28 -29 -30 -31 31 -33 -34 -35 35 -37 leaf_value=0.2829493564837523 -0.045563213702029516 0.97850295715332036 1.3526371002197266 1.476023045494443 0.14413009317182915 -0.07975811224559258 1.0582312218686367 0.73407237956398419 0.042869221645852794 -0.37235809493064881 0.010542533955370421 -0.048303777990989318 0.48273767104515664 -0.44025116273335052 -0.086545208175977065 0.13760536245677782 0.9126812254339457 0.6824937255680561 0.62451962991194299 0.29422322692871095 -0.0077147828236870143 0.43316649150848391 -0.072227767605708676 -0.29009980864822865 -0.00041895271227700636 0.32102852355109318 -0.0083289496685108877 -0.31461452090221903 -0.53846108818054195 0.53429101683876734 0.13293135420135829 -0.085485216070104536 -0.41937550756666397 -0.22061162090301514 -0.11662707121141497 -0.083401167690753938 leaf_weight=459 3107 25 20 21 492 464 47 38 46 20 9265 505 26 28 30 128 20 32 22 25 46 20 219 32 91404 45 27320 23 20 22 23 27 27 25 31 24 leaf_count=459 3107 25 20 21 492 464 47 38 46 20 9265 505 26 28 30 128 20 32 22 25 46 20 219 32 91404 45 27320 23 20 22 23 27 27 25 31 24 internal_value=0 0.0327715 0.030741 0.144151 0.117488 0.0934813 0.219761 0.0190874 0.355556 0.0163511 0.0188336 0.110705 -0.0489132 0.00917441 -0.00280967 -0.00253082 0.133687 0.0948344 0.0438721 -0.00300093 0.201668 -0.00315708 0.00705874 -0.165489 -0.00322868 -0.000260747 -0.0121448 -0.0930395 -0.385623 0.406595 -0.0552897 0.0149864 -0.3373 -0.288054 -0.0966285 -0.102128 internal_weight=0 11508 11483 1070 1049 1029 539 10413 84 10329 10257 964 490 9293 122620 122410 421 401 369 121989 93 121896 347 210 121876 91449 30427 158 52 47 135 50 72 45 85 55 internal_count=134128 11508 11483 1070 1049 1029 539 10413 84 10329 10257 964 490 9293 122620 122410 421 401 369 121989 93 121896 347 210 121876 91449 30427 158 52 47 135 50 72 45 85 55 cat_boundaries=0 6 7 12 13 14 15 21 cat_threshold=2182119424 131075 12548 152076416 668227 32 474 0 3 4100 150995072 139328 1484 1792 2184 4210688 603980096 1078214848 3222081536 33554432 134235136 is_linear=0 shrinkage=0.01 Tree=272 num_leaves=21 num_cat=3 split_feature=0 4 24 26 2 0 8 22 11 12 3 17 24 1 12 0 3 24 18 0 split_gain=109742 581783 176701 169003 126184 106395 84508.7 67685.2 57657.3 207521 130154 126146 56693.1 51089.1 163296 38638.6 46319.3 49930.2 37684.9 7991.47 threshold=290.96350000000007 242.64500000000001 0 2022.5000000000002 1048.2900000000002 431.47500000000008 8.3632500000000025 288.94250000000005 225.07500000000002 180.11025000000004 1048.2900000000002 36.714000000000006 1 44.610000000000007 147.97550000000004 1083.9006000000002 33.660945000000005 2 571.7600000000001 542.34225000000004 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 left_child=4 2 3 19 7 -5 15 8 10 11 13 12 -10 18 -15 16 17 -4 -1 -2 right_child=1 -3 6 5 -6 -7 -8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 leaf_value=-0.0015621044939855542 0.20560373255184719 1.7020612799603008 -0.071693748973883115 1.4247813428531992 0.60005390712193085 0.41701869964599608 -0.52709867030382163 0.58123674416542048 0.16077151334191872 0.9094213082713466 -0.62882268385453655 0.81944298624992373 -0.11422091159664216 0.031886099437533302 0.66006632714044489 -0.33141006056467698 -0.3587465112025921 0.19297843396306755 -0.35602669862906139 -0.03331455503191267 leaf_weight=130323 42 23 120 22 35 20 32 20 117 31 33 20 173 2811 42 30 26 157 30 21 leaf_count=130323 42 23 120 22 35 20 32 20 117 31 33 20 173 2811 42 30 26 157 30 21 internal_value=0 0.149166 0.0731737 0.414098 -0.0003063 0.944894 -0.0352791 -0.00046358 -0.000550674 0.129315 -0.000883041 0.0513046 -0.0016705 -0.000727477 0.0411338 0.0109234 0.0448178 0.0826975 -0.00164368 0.125964 internal_weight=0 493 470 105 133635 42 365 133600 133580 341 133239 310 290 133206 2853 333 303 277 130353 63 internal_count=134128 493 470 105 133635 42 365 133600 133580 341 133239 310 290 133206 2853 333 303 277 130353 63 cat_boundaries=0 1 2 3 cat_threshold=336 211 168 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 0 26 24 26 split_gain=107594 570187 198522 477456 123673 79864.1 70090.4 64548.6 200674 121196 79636.8 60274.3 46569.9 42880.7 31381.4 17875.8 57418.6 14747.9 14502 515.793 threshold=290.96350000000007 242.64500000000001 44.166500000000006 120.129 1048.2900000000002 0 1043.5418000000002 143.01775000000001 202.63000000000002 271.26290500000005 1048.2900000000002 55.165000000000006 650.90000000000009 751.80750000000012 783.48000000000013 479.65650000000011 643.62800000000016 2022.5000000000002 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 17 -17 -2 -7 -16 right_child=1 -3 -4 -5 -6 14 -8 8 -10 -11 -12 -13 -14 -15 19 16 -18 -19 -20 -21 leaf_value=-0.00070596295411533532 -0.0034425812609055464 1.685040626525879 -0.67542545072960136 1.4431408154047451 0.59405334472656246 -0.075624305933041688 -0.50991101282614248 -0.0021442141532897951 0.86397178360910132 0.78568147745999428 -0.50758861234111174 0.44669920504093169 -0.46073406690900975 0.32676011872291566 -0.3142413419723511 0.74717780685424806 0.11586748768301572 0.27671842075529557 0.078472274198996286 -0.25000474243164061 leaf_weight=132933 34 23 33 26 35 123 27 460 33 22 31 32 22 40 25 25 34 42 103 25 leaf_count=132933 34 23 33 26 35 123 27 460 33 22 31 32 22 40 25 25 34 42 103 25 internal_value=0 0.147699 0.0724678 0.128945 -0.000303202 0.0458084 -0.000458909 -0.00035593 0.108051 0.0595195 -0.000801699 0.0270489 -0.000683571 -0.000607457 -0.0534854 0.235338 0.383372 0.151383 -0.00526843 -0.282123 internal_weight=0 493 470 437 133635 411 133600 133573 547 514 133026 492 132995 132973 276 135 59 76 226 50 internal_count=134128 493 470 437 133635 411 133600 133573 547 514 133026 492 132995 132973 276 135 59 76 226 50 cat_boundaries=0 1 2 cat_threshold=2370 568 is_linear=0 shrinkage=0.01 Tree=274 num_leaves=29 num_cat=2 split_feature=25 0 9 0 11 4 0 9 4 7 5 5 25 6 2 10 12 11 12 11 9 5 7 0 0 10 10 10 split_gain=129866 191350 796632 335723 227571 112628 110878 104422 58546.3 55131 65375.6 200969 64952.4 61665.9 57953.6 42161.7 44433.6 39215 94631.7 50854.2 43437.6 38825.2 28939.2 29914.3 17877.6 2537.76 163.353 6.33891 threshold=0 7.1319000000000008 145.10250000000005 9.0862500000000015 154.34850000000003 148.23000000000005 172.45500000000001 9.2947500000000023 783.48000000000013 550.05000000000007 316.16700000000009 400.11250000000007 1 657.87500000000011 29.184500000000003 360.62500000000006 648.37500000000011 271.26290500000005 11.249000000000002 308.79750000000007 673.83140000000014 544.35000000000002 783.98480000000006 431.47500000000008 21.474750000000004 3.5130000000000003 543.20000000000016 440.18000000000006 decision_type=9 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 left_child=1 8 3 -3 5 7 -7 -5 9 10 12 -12 14 -14 -1 16 17 20 19 -19 22 -13 23 -2 26 -21 27 -17 right_child=15 2 -4 4 -6 6 -8 -9 -10 -11 11 21 13 -15 -16 24 -18 18 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=0.11004440870004542 -0.0030867677912660256 1.3931119856834411 1.6652499537608203 0.016128655979562825 1.0910747359015727 0.055367351200269622 1.0372831095819888 0.4994621189604414 -0.42195562235514322 -0.32500424509463105 0.93278161793947223 -0.27592391352499684 0.012132425562138017 -0.44971716387518518 -0.23219947118025558 -0.12688731213410695 0.44673509099266745 0.47918576769206839 0.80205105036497115 -0.018402052988877166 0.37756214364369711 0.15991016070048014 -0.33658784316136287 0.15231253199038969 -0.47830325031280518 -0.14535952138900757 -0.16043520569801331 -0.13431869019161571 leaf_weight=1020 122022 20 34 913 22 23 23 47 30 46 32 31 9289 29 52 24 22 23 20 74 30 60 26 124 20 20 30 22 leaf_count=1020 122022 20 34 913 22 23 23 47 30 46 32 31 9289 29 52 24 22 23 20 74 30 60 26 124 20 20 30 22 internal_value=0 0.0320969 0.158794 0.109921 0.084956 0.0629534 0.546325 0.0397919 0.0191811 0.0204344 0.0219459 0.251138 0.0192326 0.0106836 0.0925794 -0.00280034 -0.00263621 -0.00271702 0.166375 0.0577122 -0.00290659 0.0114392 -0.00300002 -0.00292901 -0.212286 -0.0454143 -0.142281 -0.130441 internal_weight=0 11671 1082 1048 1028 1006 46 960 10589 10559 10513 123 10390 9318 1072 122457 122361 122339 137 117 122202 91 122172 122146 96 94 76 46 internal_count=134128 11671 1082 1048 1028 1006 46 960 10589 10559 10513 123 10390 9318 1072 122457 122361 122339 137 117 122202 91 122172 122146 96 94 76 46 cat_boundaries=0 6 12 cat_threshold=2182119424 67239939 12548 688947328 668227 32 2148532224 3 4100 150995072 139328 32 is_linear=0 shrinkage=0.01 Tree=275 num_leaves=15 num_cat=0 split_feature=10 9 3 13 3 2 4 8 17 2 11 4 8 3 split_gain=98792.1 429495 125229 59990.7 50856.4 223740 121467 108077 118648 84249.3 57058.4 207536 64113 1050.9 threshold=638.18750000000011 27.234500000000004 1048.2900000000002 751.80750000000012 77.14060000000002 271.95250000000004 65.427500000000009 273.92500000000007 126.14700000000002 1048.2900000000002 215.74175000000005 174.86250000000004 571.7600000000001 232.66575000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 9 7 13 8 -6 10 12 -12 -1 -7 right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 11 -13 -14 -15 leaf_value=-7.5825771095338243e-05 -0.15414538403352102 1.5331687855720519 -0.58933622943030461 -0.38667163634300233 0.032244074325822297 0.38981124687194824 1.2885111079812048 -0.64783856744351598 0.75562171065289041 -0.49776818023008462 0.064484464090819649 1.068678353916515 -0.2780922776819712 0.28852553049723312 leaf_weight=131965 48 22 36 40 1600 20 20 23 23 34 319 22 83 21 leaf_count=131965 48 22 36 40 1600 20 20 23 23 34 319 22 83 21 internal_value=0 0.376153 0.000380619 0.00053885 0.000654323 0.0548887 0.649598 0.032849 0.0424953 -4.47857e-05 8.30391e-05 0.129271 -0.000250576 0.337933 internal_weight=0 70 134206 134170 134130 1707 61 1646 1623 132423 132389 341 132048 41 internal_count=134276 70 134206 134170 134130 1707 61 1646 1623 132423 132389 341 132048 41 is_linear=0 shrinkage=0.01 Tree=276 num_leaves=28 num_cat=1 split_feature=22 25 6 5 3 3 2 0 4 0 6 6 3 1 26 3 12 1 2 7 9 5 2 1 1 3 26 split_gain=106539 101579 197799 278812 119297 101116 361208 110074 72501.4 71484.7 58071.9 100133 41718.6 56766.2 101702 54445.6 88074.7 46202.2 42536.2 41183 68882.4 29714.9 20401.2 11726.1 8867.84 6228.6 4247.32 threshold=288.94250000000005 0 442.27000000000004 79.77300000000001 1048.2900000000002 293.27220000000005 165.74576250000004 15.577650000000002 783.48000000000013 643.62800000000016 783.98480000000006 546.86500000000012 317.21700000000004 437.49875000000003 2022.5000000000002 145.10250000000005 16.662500000000005 21.474750000000004 185.38000000000002 657.87500000000011 783.98480000000006 4.7797500000000008 55.624050000000011 650.90000000000009 543.20000000000016 441.87500000000006 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 2 2 left_child=1 2 4 10 5 8 7 -7 9 -1 11 -4 13 15 24 19 18 21 -17 20 -3 22 26 -16 -15 -19 -14 right_child=-2 12 3 -5 -6 6 -8 -9 -10 -11 -12 -13 17 14 23 16 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.026459945847650244 0.71278409571874701 -0.0025050450730995837 0.55451458120346064 1.5034001232328871 -0.71009299451654617 -0.024823321780915987 1.4992067954653785 0.77745478916168209 -0.52566021203994751 -0.32555278276575023 0.63306636265345984 -0.35896430937449142 0.0040846211569649836 0.68437071843580766 0.054733155349205281 0.042578247310295046 0.60938385967052344 -0.30246484313692368 0.49617248014970261 0.34047228390829903 -0.58941930675506593 0.29528488850593571 -0.41249801135063174 -0.24079928302764891 0.42517855297435414 -0.53828777978817621 -0.11803855769774493 leaf_weight=10773 21 122363 20 21 22 118 21 20 24 58 21 30 49 22 29 343 33 21 22 35 20 20 20 25 33 24 68 leaf_count=10773 21 122363 20 21 22 118 21 20 24 58 21 30 49 22 29 343 33 21 22 35 20 20 20 25 33 24 68 internal_value=0 0.000459346 0.029379 0.491165 0.025556 0.0270255 0.277379 0.0914489 0.0233584 0.0245749 0.191771 0.00642725 -0.00215657 -0.00192079 0.226186 -0.00212323 0.114648 -0.14575 0.0699182 -0.00250287 -0.00260096 -0.0647818 -0.117346 -0.0820874 0.528855 -0.428237 -0.066893 internal_weight=0 134255 11128 92 11036 11014 159 138 10855 10831 71 50 123127 122925 109 122816 398 202 365 122418 122383 157 137 54 55 45 117 internal_count=134276 134255 11128 92 11036 11014 159 138 10855 10831 71 50 123127 122925 109 122816 398 202 365 122418 122383 157 137 54 55 45 117 cat_boundaries=0 6 cat_threshold=1081344 67502083 33558736 408518656 168337475 24737 is_linear=0 shrinkage=0.01 Tree=277 num_leaves=13 num_cat=2 split_feature=22 10 9 3 25 18 0 1 2 1 26 25 split_gain=104419 103217 410448 120492 91972.1 126274 123794 94890.5 46772.8 43195.6 88785.8 31746.8 threshold=288.94250000000005 638.18750000000011 27.234500000000004 1048.2900000000002 0 484.61250000000007 783.48000000000013 789.60480000000007 783.48000000000013 437.49875000000003 2022.5000000000002 1 decision_type=2 2 2 2 9 2 2 2 2 2 2 9 left_child=1 3 -3 4 5 6 7 -1 9 11 -11 -6 right_child=-2 2 -4 -5 8 -7 -8 -9 -10 10 -12 -13 leaf_value=0.03038182384196127 0.70565628471828645 -0.14055187742760841 1.5144297127290205 -0.57819929334852438 0.0064145300361921091 0.80273592631022139 -0.50895007887551946 -0.4701949872468647 -0.34397072887420654 0.46682386135232862 -0.091409970521926884 -0.0051598056791131511 leaf_weight=10967 21 47 22 36 32047 21 43 38 40 58 56 90880 leaf_count=10967 21 47 22 36 32047 21 43 38 40 58 56 90880 internal_value=0 0.000454753 0.387123 0.000255923 0.000411155 0.0280082 0.0265609 0.0286533 -0.00207283 -0.00196184 0.192604 -0.00214228 internal_weight=0 134255 69 134186 134150 11069 11048 11005 123081 123041 114 122927 internal_count=134276 134255 69 134186 134150 11069 11048 11005 123081 123041 114 122927 cat_boundaries=0 6 12 cat_threshold=1081344 67502083 33558736 408518656 168337475 24737 50348800 2320 1208370177 3758235812 20992512 201327120 is_linear=0 shrinkage=0.01 Tree=278 num_leaves=11 num_cat=0 split_feature=22 10 9 3 13 1 2 2 2 3 split_gain=102341 101163 402280 118094 58989.2 59505.6 142811 112882 58648.4 44572.4 threshold=288.94250000000005 638.18750000000011 27.234500000000004 1048.2900000000002 751.80750000000012 437.49875000000003 211.13750000000002 1048.2900000000002 8.0855000000000015 782.62500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 7 8 9 -7 -1 right_child=-2 2 -4 -5 -6 6 -8 -9 -10 -11 leaf_value=0.00030273746749372719 0.69859971682230637 -0.13914636266992447 1.4992853762886742 -0.57241727987925206 -0.38355787831544874 0.13621607236604433 0.90877753091895064 -0.55964381959703235 -0.40993919155814434 0.35721042415073939 leaf_weight=133809 21 47 22 36 40 185 23 36 22 35 leaf_count=133809 21 47 22 36 40 185 23 36 22 35 internal_value=0 0.000450206 0.383252 0.000253365 0.000407045 0.000521567 0.161231 0.000245475 0.0781706 0.000396068 internal_weight=0 134255 69 134186 134150 134110 230 133880 207 133844 internal_count=134276 134255 69 134186 134150 134110 230 133880 207 133844 is_linear=0 shrinkage=0.01 Tree=279 num_leaves=25 num_cat=4 split_feature=25 10 0 11 3 10 0 0 9 3 3 10 1 2 25 7 2 24 11 25 1 3 3 0 split_gain=101401 129170 125157 85461.1 79743.7 75947.7 114053 111989 66937.1 41346.8 54325.3 120426 39320.1 27306 24759.4 30851 23683.9 23333.2 20236.5 16772.9 15177.7 3620.82 3209.66 8.33281 threshold=0 638.18750000000011 783.48000000000013 481.77300000000008 1048.2900000000002 9.9769020000000008 431.47500000000008 192.58100000000002 783.98480000000006 317.21700000000004 139.99850000000004 77.657000000000011 145.10250000000005 783.48000000000013 1 657.87500000000011 132.07150000000004 2 648.37500000000011 3 24.275832000000005 782.62500000000011 364.63500000000005 1083.9006000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 9 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 9 10 13 12 17 14 19 -16 20 -12 -5 -2 21 22 -11 -4 right_child=8 -3 23 18 -6 7 -8 -9 -10 16 11 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.027225863719921934 -0.12826354119315075 0.56585497661070394 -0.47636039376258849 0.62694742824720306 -0.5526276795069377 -0.050711371083756285 0.38433526653713651 -0.74465243765463429 -0.5810321569442749 -0.14013883323669435 0.15523531835926466 0.83741915014657109 0.49280476751781649 -0.2779779124259949 -0.0011605665921300393 0.32504715919494631 -0.48089224910736089 -0.019833507640417233 0.25635015452780374 -0.015497704760076263 -0.32062512652627356 -0.18588510013761977 -0.0097278223873732937 -0.48475073814392089 leaf_weight=14229 124 44 20 23 24 750 90 24 20 25 111 22 21 36 107512 29 20 205 41 10750 29 21 77 29 leaf_count=14229 124 44 20 23 24 750 90 24 20 25 111 22 21 36 107512 29 20 205 41 10750 29 21 77 29 internal_value=0 0.0248012 0.0232544 0.024883 0.0233392 0.0242551 0.0294704 -0.0722289 -0.00256024 -0.00246322 -0.00223893 0.120589 0.0737928 -0.00261119 -0.00252748 -0.0010725 -0.157396 0.0459471 0.389534 -0.0169003 -0.11483 -0.0663098 -0.0416913 -0.481326 internal_weight=0 15274 15230 15181 15117 15093 14319 774 119002 118982 118810 359 337 118451 118415 107541 172 316 64 10874 152 123 102 49 internal_count=134276 15274 15230 15181 15117 15093 14319 774 119002 118982 118810 359 337 118451 118415 107541 172 316 64 10874 152 123 102 49 cat_boundaries=0 6 12 13 18 cat_threshold=1081344 393219 33575120 408518656 168337475 24737 1074137090 3242737664 2172658180 25186329 1082261552 4108 896 0 0 0 16777216 131072 is_linear=0 shrinkage=0.01 Tree=280 num_leaves=18 num_cat=3 split_feature=3 25 4 11 17 2 1 2 25 26 4 1 25 9 1 0 2 split_gain=159425 96716.7 254688 86964.6 83939.4 57503.3 56757.2 133248 114585 135453 51056 45268.3 43860.8 58715.9 35087.3 13645.9 388.386 threshold=1048.2900000000002 0 783.48000000000013 751.80750000000012 515.65075000000013 783.48000000000013 43.772500000000008 783.48000000000013 1 2022.5000000000002 52.021000000000008 1066.3056000000001 2 783.98480000000006 437.49875000000003 290.96350000000007 1048.2900000000002 decision_type=2 9 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 left_child=1 2 3 6 5 11 7 10 9 -8 -1 12 15 -14 -10 -3 -7 right_child=-2 4 -4 -5 -6 16 8 -9 14 -11 -12 -13 13 -15 -16 -17 -18 leaf_value=0.019872268290343553 0.6241799196382849 -0.068563582475576548 1.0874398704197095 0.69184799289703369 0.51062840461730963 0.37395362340486971 0.026024481089825326 -0.7717634432656425 -0.053871078031608857 0.40080448605797508 0.15436168765535929 -0.47744421863555908 -0.0012670847604804106 0.51539223584261806 -0.46324346951075962 -0.33301677703857424 0.31613279070172989 leaf_weight=6087 41 800 23 20 32 26 188 21 83 198 296 20 126411 22 28 20 21 leaf_count=6087 41 800 23 20 32 26 188 21 83 198 296 20 126411 22 28 20 21 internal_value=0 0.000513129 0.0368284 0.0333902 -0.00146977 -0.0015986 0.0314819 0.0234926 0.134426 0.212757 0.026109 -0.00172774 -0.00165297 -0.00117709 -0.14415 -0.0741099 0.348119 internal_weight=0 134296 6944 6921 127352 127320 6901 6404 497 386 6383 127273 127253 126433 111 820 47 internal_count=134337 134296 6944 6921 127352 127320 6901 6404 497 386 6383 127273 127253 126433 111 820 47 cat_boundaries=0 6 7 12 cat_threshold=2148827136 262144 4160 290455552 33694272 160 32768 0 67108867 131076 32896 134746112 is_linear=0 shrinkage=0.01 Tree=281 num_leaves=29 num_cat=2 split_feature=3 25 8 0 4 7 9 0 15 1 9 9 0 25 13 8 5 1 10 0 4 1 8 8 13 7 0 0 split_gain=156252 94907.7 114937 180012 538985 115829 283411 111086 68714.2 58261 135934 57715.5 56332.1 49406.8 66630.8 46390.7 47905.9 26267.9 20785.9 13970.8 13980.6 11378.1 7803.03 11719 6507.71 5615.29 3281.55 2808.4 threshold=1048.2900000000002 0 400.67950000000002 431.47500000000008 120.129 441.87500000000006 9.2947500000000023 108.06300000000002 441.00000000000006 46.726464000000014 57.745500000000014 783.98480000000006 643.62800000000016 1 362.49400000000003 293.68850000000003 28.271500000000003 362.49400000000003 5.6142500000000011 290.96350000000007 293.27220000000005 40.324500000000008 804.02882000000011 484.61250000000007 481.89500000000004 783.98480000000006 783.48000000000013 479.65650000000011 decision_type=2 9 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 left_child=1 2 3 5 12 9 25 18 13 11 -11 -1 27 19 15 17 -17 -15 22 20 21 -3 23 -4 -16 -7 -14 -5 right_child=-2 8 7 4 -6 6 -8 -9 -10 10 -12 -13 26 14 24 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=0.015100187710268729 0.61793814635858302 -0.058541053715874168 -0.20146139065424604 0.27469771302264667 1.8951972637176513 0.14112537071921608 1.4259064111709594 -0.93513221195765905 0.46778573020812003 0.063624391993161347 0.55843939785229957 -0.44758792276735665 0.038029685203845684 -0.0027188411796200619 0.24775368452072144 0.10400280692111487 0.64676780271530154 -0.1617178259446071 -0.41626461651014246 -0.3345408348810105 -0.3344926819801331 -0.23809321326178473 -0.22206130129950388 0.07324433473023502 0.48976478309631349 -0.051096164158412387 -0.10198230834717446 0.41541274173839676 leaf_weight=18081 41 765 24 23 20 55 20 21 31 941 59 27 26 113669 20 87 20 104 23 21 20 37 28 44 25 21 47 37 leaf_count=18081 41 765 24 23 20 55 20 21 31 941 59 27 26 113669 20 87 20 104 23 21 20 37 28 44 25 21 47 37 internal_value=0 0.000507998 0.0209009 0.0229764 0.364627 0.0202545 0.36674 -0.264585 -0.00295701 0.0185137 0.0928185 0.0144103 0.134466 -0.00308442 -0.00251621 -0.00266845 0.205454 -0.00286418 -0.146253 -0.078908 -0.0733372 -0.0668246 -0.0815629 -0.0237106 0.382204 0.0880115 -0.052115 0.361472 internal_weight=0 134296 19497 19357 153 19204 96 140 114799 19108 1000 18108 133 114768 113925 113880 107 113773 119 843 822 802 96 68 45 76 73 60 internal_count=134337 134296 19497 19357 153 19204 96 140 114799 19108 1000 18108 133 114768 113925 113880 107 113773 119 843 822 802 96 68 45 76 73 60 cat_boundaries=0 6 11 cat_threshold=2186575872 537133312 282960 291241984 33727043 672 0 67108867 4 98432 134746112 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=153143 93586.7 247738 82083.9 58299 355494 762224 217871 142362 130847 105025 77289.7 198640 61900.7 56395.9 44185.4 42125.2 57925.1 35230.5 378.413 threshold=1048.2900000000002 0 783.48000000000013 515.65075000000013 43.772500000000008 1 5.6142500000000011 66.403050000000022 166.69750000000002 783.48000000000013 65.656500000000008 93.065000000000012 174.86250000000004 293.27220000000005 783.48000000000013 1066.3056000000001 2 783.98480000000006 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=0.017212075534548645 0.6117587038365806 0.020188658522887967 1.0724028554170029 0.50495894610881809 -0.12477835384069705 0.42887432191107011 2.3410859534853983 -1.0496791954040527 0.57637797782670208 -0.7633518382481167 -0.051445523882734365 0.54638087369957755 -0.060437035745630661 0.30252761754122648 0.37025959234971267 -0.47169448566436772 -0.0012520644588568948 0.51191648309881044 -0.11874638437822783 0.3131859334309896 leaf_weight=6102 41 274 23 32 51 54 21 20 67 21 290 98 120 77 26 20 126411 22 546 21 leaf_count=6102 41 274 23 32 51 54 21 20 67 21 290 98 120 77 26 20 126411 22 546 21 internal_value=0 0.000502918 0.0362257 -0.00144763 0.0328346 0.136507 0.546419 -0.0341005 0.273336 0.0247094 0.0239535 0.0272965 0.212353 0.0207676 -0.00157503 -0.00170292 -0.00162905 -0.00116268 -0.0726378 0.344759 internal_weight=0 134296 6944 127352 6921 503 139 364 118 6418 344 6397 218 6179 127320 127273 127253 126433 820 47 internal_count=134337 134296 6944 127352 6921 503 139 364 118 6418 344 6397 218 6179 127320 127273 127253 126433 820 47 cat_boundaries=0 6 7 12 13 cat_threshold=2148827136 262144 4160 290455552 33694272 160 2059 0 67108867 131076 32896 134746112 550 is_linear=0 shrinkage=0.01 Tree=283 num_leaves=25 num_cat=3 split_feature=3 25 0 7 2 2 7 6 15 1 25 13 1 3 25 1 26 7 2 7 0 1 6 13 split_gain=150096 91872.3 103566 280163 161166 115206 92056.8 198668 67348.7 54845.7 47631.9 65266.1 44738.6 34536.9 76226.5 20667.8 57235 18171.3 16210.1 15399.8 13668.1 11662.8 6578.42 6367.28 threshold=1048.2900000000002 0 431.47500000000008 44.166500000000006 23.769000000000002 783.48000000000013 441.87500000000006 27.260118000000002 441.00000000000006 789.60480000000007 1 362.49400000000003 46.726464000000014 72.992500000000021 2 8.0855000000000015 2022.5000000000002 48.400000000000006 1048.2900000000002 657.87500000000011 290.96350000000007 40.324500000000008 40.191750000000006 481.89500000000004 decision_type=2 9 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 15 6 9 19 10 12 20 13 -1 17 -15 16 -4 -12 -7 -8 21 22 -3 -13 right_child=-2 8 3 -5 -6 18 7 -9 -10 -11 11 23 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.012851216200637686 0.60564118920302978 -0.058419949967556478 0.13038281463659726 -0.74865508929542868 1.1527343454727761 0.29575681958879746 0.19071340364568376 1.0347538130623954 0.46313062367900726 -0.34538944993700299 -0.003553874606438967 0.24528867959976197 0.082758900954994788 0.19974957784977102 0.0034054463721995853 0.004039545059204102 0.64095665655638046 0.037034720423826994 0.6330849223301328 -0.10605419026480782 -0.33032855715070453 -0.24306272105166787 -0.22328471298217775 0.48467438125610351 leaf_weight=18175 41 759 52 23 26 28 34 28 31 42 111748 20 964 259 759 22 38 1114 29 36 21 38 25 25 leaf_count=18175 41 759 52 23 26 28 34 28 31 42 111748 20 964 259 759 22 38 1114 29 36 21 38 25 25 internal_value=0 0.000497815 0.0205619 0.27315 0.443451 0.0184694 0.0171421 0.322851 -0.00291133 0.0155802 -0.00303747 -0.00247955 0.0163724 -0.00263023 0.055355 0.278796 0.345958 -0.00315325 0.46738 0.0380901 -0.0774867 -0.0719699 -0.0636771 0.378281 internal_weight=0 134296 19497 161 138 19336 19279 98 114799 19181 114768 113925 19139 113880 1018 112 90 112862 57 70 843 822 784 45 internal_count=134337 134296 19497 161 138 19336 19279 98 114799 19181 114768 113925 19139 113880 1018 112 90 112862 57 70 843 822 784 45 cat_boundaries=0 6 11 17 cat_threshold=2186575872 537133312 282960 291241984 33727043 672 0 67108867 4 98432 134746112 0 137216 536871936 0 16777216 16384 is_linear=0 shrinkage=0.01 Tree=284 num_leaves=17 num_cat=0 split_feature=3 1 1 5 0 3 2 2 7 1 1 19 6 1 0 26 split_gain=147109 80490.4 163478 249723 74944.5 239579 186056 159043 143456 66293.2 40866.2 156258 54743.4 31925 42120.6 913.29 threshold=1048.2900000000002 789.60480000000007 437.49875000000003 55.571249999999999 34.665000000000006 544.35000000000002 543.20000000000016 1048.2900000000002 441.87500000000006 480.00160000000005 24.061000000000003 97.664730000000006 295.12500000000006 543.20000000000016 24.245000000000005 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 9 7 6 8 10 -6 -4 12 -12 -1 -11 -15 -3 right_child=-2 15 3 -5 5 -7 -8 -9 -10 13 11 -13 -14 14 -16 -17 leaf_value=-0.0014542423732349513 0.59958475996808314 -0.37298223955877896 0.53417211532592779 1.2563507469495137 0.02785519740806575 1.0853253035111861 0.89834008293151857 -0.74144277473975873 0.85678016117640909 -0.22020809972987454 0.027531874822173452 0.91391038870811458 -0.14928311988177054 0.2987073070031625 -0.22038678656924857 -0.30101827780405682 leaf_weight=126525 41 29 35 24 3591 22 25 29 21 34 3569 20 251 54 22 45 leaf_count=126525 41 29 35 24 3591 22 25 29 21 34 3569 20 251 54 22 45 internal_value=0 0.000492988 0.000674768 0.311497 0.000282915 0.0449183 0.0386249 -0.000969603 0.0326745 0.155108 -0.000804883 0.0324713 -0.00174692 0.0344965 0.148443 -0.32922 internal_weight=0 134296 134222 169 134053 3659 3637 130394 3612 145 130365 3589 126776 110 76 74 internal_count=134337 134296 134222 169 134053 3659 3637 130394 3612 145 130365 3589 126776 110 76 74 is_linear=0 shrinkage=0.01 Tree=285 num_leaves=27 num_cat=8 split_feature=0 9 25 0 8 0 4 0 0 25 24 25 1 25 6 2 1 7 20 1 6 24 0 24 6 25 split_gain=128313 500885 213464 895417 155773 128975 121607 242196 89791 76536.6 224890 98151.5 77034.2 71545.3 60760.8 56239.5 344281 137497 75147.7 44052.7 34233.5 30020.3 6151.39 5439.7 2380.79 204.277 threshold=95.355000000000004 333.22462000000002 0 114.27500000000002 314.79200000000009 431.47500000000008 211.13750000000002 201.25000000000003 1083.9006000000002 1 2 3 1066.3056000000001 4 783.98480000000006 25.584650000000003 437.49875000000003 336.69250000000005 324.92500000000007 362.49400000000003 4.6354500000000005 5 332.15050000000008 6 1043.5418000000002 7 decision_type=2 2 9 2 2 2 2 2 2 9 1 9 2 9 2 2 2 2 2 2 2 1 2 1 2 9 left_child=9 2 3 -2 6 20 8 -8 13 10 21 23 14 -4 15 18 17 -17 19 -11 22 -1 -5 -12 -16 -25 right_child=1 -3 4 5 -6 -7 7 -9 -10 12 11 -13 -14 -15 24 16 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 leaf_value=0.48163114197552204 1.9760933275222778 1.6588211994171145 0.099475662186164271 -0.051510618466138844 -0.67612357662570088 0.67052570566986547 -0.26153597790261973 1.1024101842244467 -0.51855441919962564 -0.002074471307875702 -0.16299427228616484 0.22382086016550787 0.54321215996375449 -0.041672570734597104 -0.30242101047350012 0.024101383632618451 1.1620836868992559 0.79965611540752901 0.46113647277014591 -0.16039221462878314 0.36066750383377078 0.18779074554920197 -0.23288465541342032 -0.044598916604266903 -0.44969060455049786 -0.088405112412016276 leaf_weight=118 30 20 764 100 31 33 23 30 30 127489 131 109 26 664 23 3745 27 23 35 176 20 115 23 113 21 108 leaf_count=118 30 20 764 100 31 33 23 30 30 127489 131 109 26 664 23 3745 27 23 35 176 20 115 23 113 21 108 internal_value=0 0.0852601 0.067256 0.361649 0.0254171 0.107007 0.0399783 0.510509 0.0228739 -0.000498654 0.103491 -0.0260403 -0.00105498 0.0342485 -0.00116264 -0.00103832 0.036898 0.0288354 -0.00216571 -0.00229273 -0.0230354 0.350299 -0.0854261 -0.107458 -0.372709 -0.0689068 internal_weight=0 1768 1748 206 1542 176 1511 53 1458 132259 694 461 131565 1428 131539 131495 3795 3768 127700 127665 143 233 123 352 44 221 internal_count=134027 1768 1748 206 1542 176 1511 53 1458 132259 694 461 131565 1428 131539 131495 3795 3768 127700 127665 143 233 123 352 44 221 cat_boundaries=0 5 10 11 16 22 23 24 27 cat_threshold=570425344 4096 4198656 2147483648 33554432 262144 2 4100 134283264 8256 197 0 2 4096 134217728 8192 276858368 1048960 536888320 0 1 134217728 68 2082 0 0 4096 is_linear=0 shrinkage=0.01 Tree=286 num_leaves=31 num_cat=4 split_feature=0 25 12 2 1 4 8 0 25 1 0 2 6 1 2 1 7 20 1 8 25 13 26 7 2 5 25 0 0 6 split_gain=125768 307126 243059 329564 670182 178152 133704 89931.5 75136.6 75501.2 71176.4 63616 59551.7 56839.6 55120.3 337430 134761 73652.3 43176.1 41747.1 47428.6 43664.1 52971.9 35489.2 32028.9 18852.2 21661.5 12974.2 4599.88 2333.41 threshold=95.355000000000004 0 293.48250000000002 160.61250000000001 145.10250000000005 211.13750000000002 75.020000000000024 102.15500000000002 1 1066.3056000000001 1083.9006000000002 22.848730000000007 783.98480000000006 22.686328000000007 25.584650000000003 437.49875000000003 336.69250000000005 324.92500000000007 362.49400000000003 154.34850000000003 2 27.610800000000005 2022.5000000000002 22.669000000000004 74.402200000000008 22.727300000000003 3 309.85375000000005 223.35100000000003 1043.5418000000002 decision_type=2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 left_child=8 2 3 5 -5 6 7 -2 11 12 19 13 14 23 17 16 -16 18 -10 20 21 22 -3 25 27 26 -1 -22 -21 -14 right_child=1 10 -4 4 -6 -7 -8 -9 9 -11 -12 -13 29 -15 15 -17 -18 -19 -20 28 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.11095334684491481 0.80510843203067783 0.16076038317718055 -0.81070173120498656 1.9237024578366961 -0.095377911444633243 1.1255251879919144 -0.55941174009571903 0.18834276926380467 -0.0020537266806781927 0.53778003582587608 -0.54897682507832846 -0.33875267274918097 -0.29939679933630903 -0.27983789848558832 0.023860369935134386 1.1504628287421332 0.79165953926418142 0.45652512131418499 -0.15878829063339667 -0.20359372002737863 -0.037415951014080004 0.46361245763712916 -0.05465727805804748 -0.26859082460403444 0.26770373857790425 -0.11519770622253418 0.24829065435226991 -0.15116273149847984 -0.41289820216950918 -0.44519370079040527 leaf_weight=357 25 253 20 35 31 21 23 435 127489 26 24 31 23 33 3745 27 23 35 176 21 463 29 208 20 31 24 229 128 21 21 leaf_count=357 25 253 20 35 31 21 23 435 127489 26 24 31 23 33 3745 27 23 35 176 21 463 29 208 20 31 24 229 128 21 21 internal_value=0 0.0844108 0.268309 0.310876 0.975347 0.223862 0.184659 0.221863 -0.000493216 -0.00104443 -0.009888 0.102541 -0.00115102 0.124721 -0.00102793 0.0365291 0.028547 -0.00214406 -0.0022698 0.00123786 0.012927 0.0854968 0.0635654 0.145912 -0.0448949 0.159503 0.170753 -0.0620515 -0.308246 -0.368982 internal_weight=0 1768 590 570 66 504 483 460 132259 131565 1178 694 131539 663 131495 3795 3768 127700 127665 1154 1112 490 461 630 622 610 586 591 42 44 internal_count=134027 1768 590 570 66 504 483 460 132259 131565 1178 694 131539 663 131495 3795 3768 127700 127665 1154 1112 490 461 630 622 610 586 591 42 44 cat_boundaries=0 5 10 16 20 cat_threshold=578847232 4128 4198656 2147483648 33554432 262144 2 4100 134283264 8256 268436480 1179776 536888320 0 4097 134217728 0 0 4096 134217728 is_linear=0 shrinkage=0.01 Tree=287 num_leaves=29 num_cat=7 split_feature=0 9 25 0 8 0 4 0 3 3 25 24 26 1 25 24 25 24 2 1 7 17 1 17 0 0 26 26 split_gain=123265 491100 206697 873694 151713 126082 117174 236815 155191 115555 98057.3 261210 307103 92797.3 82821.2 72198.3 94844.8 70098.6 56081.8 315258 215191 67138.7 45979.5 21985.5 16538.9 24022.6 2645.13 692.253 threshold=95.355000000000004 333.22462000000002 0 114.27500000000002 314.79200000000009 431.47500000000008 211.13750000000002 201.25000000000003 441.87500000000006 1048.2900000000002 1 2 2022.5000000000002 1066.3056000000001 3 4 5 6 25.584650000000003 437.49875000000003 336.69250000000005 460.35600000000005 650.90000000000009 662.73140000000001 332.15050000000008 139.33500000000001 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 9 1 2 2 9 1 9 1 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 -2 6 24 8 -8 14 10 11 12 -1 18 -4 26 17 -17 21 20 -20 22 -12 -23 25 -5 -13 -18 right_child=1 -3 4 5 -6 -7 7 -9 -10 -11 13 15 -14 -15 -16 16 27 -19 19 -21 -22 23 -24 -25 -26 -27 -28 -29 leaf_value=0.072252030043766416 1.9500792665481568 1.6416815330982208 0.1227421761210552 -0.26674876627714739 -0.6677679892509214 0.66096488544435217 -0.26260259752688198 1.0861058444976808 -0.83128802435738702 -0.64283499785831999 -0.0022567663990373525 -0.077979137276401045 1.110464609520776 0.60821683502197266 -0.030196764305657684 0.16571645594018652 0.35786307938537504 -0.16786201309204102 0.023566313104547893 1.1341681230985203 1.0386827832176571 0.54137714829938166 -0.3371911692037815 0.12215580853548916 -0.2642428336540858 0.093070098310709004 -0.14553369488336343 0.40850672479109329 leaf_weight=58 30 20 603 23 31 33 23 30 21 28 127635 119 56 25 834 117 53 115 3746 26 21 29 41 22 24 96 113 55 leaf_count=58 30 20 603 23 31 33 23 30 21 28 127635 119 56 25 834 117 53 115 3746 26 21 29 41 22 24 96 113 55 internal_value=0 0.0835667 0.0657393 0.355425 0.024575 0.103804 0.0389419 0.500817 0.0221522 -0.000488012 -0.000351995 0.118031 0.535295 -0.000978255 0.0346241 0.0271014 0.118565 0.000261315 -0.00109413 0.0367994 0.0292253 -0.00221942 -0.00236432 0.360537 -0.0247715 0.0235253 -0.106301 0.351141 internal_weight=0 1768 1748 206 1542 176 1511 53 1458 132259 132231 686 114 131545 1437 572 340 232 131520 3793 3767 127727 127676 51 143 119 232 108 internal_count=134027 1768 1748 206 1542 176 1511 53 1458 132259 132231 686 114 131545 1437 572 340 232 131520 3793 3767 127727 127676 51 143 119 232 108 cat_boundaries=0 5 10 11 17 18 22 23 cat_threshold=570425344 4096 4198656 2147483648 33554432 262144 2 4100 134283264 8256 68 8421888 1048832 536888320 0 0 134217728 2328 0 2 4096 134217728 641 is_linear=0 shrinkage=0.01 Tree=288 num_leaves=28 num_cat=7 split_feature=0 9 25 0 8 0 4 0 3 3 25 24 26 1 25 24 25 24 2 1 2 20 1 6 0 26 26 split_gain=120827 481324 202577 856308 148697 123573 114840 232102 152105 113256 96105.5 256013 300991 90950.6 81198.3 70761.2 92957.9 68813.8 54965.8 308984 123769 72168.1 42909.5 33934.4 5804.28 2592.49 678.476 threshold=95.355000000000004 333.22462000000002 0 114.27500000000002 314.79200000000009 431.47500000000008 211.13750000000002 201.25000000000003 441.87500000000006 1048.2900000000002 1 2 2022.5000000000002 1066.3056000000001 3 4 5 6 25.584650000000003 437.49875000000003 1048.2900000000002 324.92500000000007 362.49400000000003 4.6354500000000005 332.15050000000008 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 9 1 2 2 9 1 9 1 2 2 2 2 2 2 2 2 2 left_child=9 2 3 -2 6 23 8 -8 14 10 11 12 -1 18 -4 25 17 -17 21 20 -20 22 -12 24 -5 -13 -18 right_child=1 -3 4 5 -6 -7 7 -9 -10 -11 13 15 -14 -15 -16 16 26 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.07152953460298736 1.9305785125096639 1.6252647700309755 0.12153477837463772 -0.053696649128198624 -0.66109029462260582 0.65435523524428862 -0.25997657195381496 1.0752448228200278 -0.8229751396179199 -0.63640665054321288 -0.0021056987104794249 -0.077199343432899289 1.0993599610669273 0.60213463973999026 -0.029898374190827682 0.16418978345675733 0.35428443942992188 -0.16631768280029299 0.033224798225351695 1.1228264482204731 -0.73663162912641256 0.45182709700720652 -0.15791420494769251 0.35749943208694462 -0.22987916967143182 -0.14407835728299304 0.40442162409695714 leaf_weight=58 30 20 603 100 31 33 23 30 21 28 127515 119 56 25 834 117 53 115 3746 26 21 35 177 20 23 113 55 leaf_count=58 30 20 603 100 31 33 23 30 21 28 127515 119 56 25 834 117 53 115 3746 26 21 35 177 20 23 113 55 internal_value=0 0.0827362 0.0650872 0.351871 0.0243352 0.102766 0.0385586 0.495809 0.021937 -0.000483134 -0.000348477 0.116851 0.529943 -0.000968472 0.0342843 0.02683 0.117379 0.000257819 -0.00108319 0.0364314 0.0289331 -0.00219723 -0.00232167 -0.0245238 -0.0866413 -0.105238 0.347629 internal_weight=0 1768 1748 206 1542 176 1511 53 1458 132259 132231 686 114 131545 1437 572 340 232 131520 3793 3767 127727 127692 143 123 232 108 internal_count=134027 1768 1748 206 1542 176 1511 53 1458 132259 132231 686 114 131545 1437 572 340 232 131520 3793 3767 127727 127692 143 123 232 108 cat_boundaries=0 5 10 11 17 18 22 23 cat_threshold=570425344 4096 4198656 2147483648 33554432 262144 2 4100 134283264 8256 68 8421888 1048832 536888320 0 0 134217728 2328 0 2 4096 134217728 641 is_linear=0 shrinkage=0.01 Tree=289 num_leaves=21 num_cat=2 split_feature=22 2 3 25 7 2 2 3 25 1 5 3 1 1 3 2 10 7 5 2 split_gain=111866 84101.9 451064 240008 151554 148383 131529 107115 104521 78924.6 89522.2 75181.6 71573.1 61708.1 62257.3 61627.1 46317.3 45061.7 21292.6 6674.06 threshold=288.94250000000005 154.91865000000004 364.63500000000005 0 225.07500000000002 437.49875000000003 311.36400000000009 1048.2900000000002 1 1066.3056000000001 650.90000000000009 150.51452500000002 67.122500000000016 22.686328000000007 22.722800000000003 1048.2900000000002 360.62500000000006 22.669000000000004 1066.3056000000001 199.74643500000005 decision_type=2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 6 5 11 12 8 13 10 16 -5 19 14 17 -7 -10 -1 -12 -3 right_child=-2 2 -4 4 -6 15 -8 -9 9 -11 18 -13 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.18136865929450863 0.74843703532218941 -0.067713248729705813 1.1455626030457327 0.011745846268823386 0.74324048555814304 -0.20075635268574668 1.0078857166237303 -0.65470598907470701 -0.0008240486141979969 0.52090245411313818 0.24415302276611328 0.43977909673344007 0.7460281001437794 -0.28649484171186174 -0.30081737391153973 -0.70749049220766336 -0.17664581287701925 -0.27927084142511543 0.6284462631316412 0.16326429367065429 leaf_weight=612 20 22 39 609 26 168 36 25 132014 29 46 44 22 35 30 28 150 22 21 29 leaf_count=612 20 22 39 609 26 168 36 25 132014 29 46 44 22 35 30 28 150 22 21 29 internal_value=0 0.000496954 0.0908205 0.0490167 -0.00871079 -0.0318413 0.470096 -0.000197874 -7.48082e-05 -0.000723885 -0.000838339 0.0405873 0.269282 0.121018 0.144321 -0.273147 -0.0010236 0.165384 0.364603 0.0636269 internal_weight=0 134007 1023 984 875 849 109 132984 132959 132260 132231 653 73 699 664 196 132164 634 67 51 internal_count=134027 134007 1023 984 875 849 109 132984 132959 132260 132231 653 73 699 664 196 132164 634 67 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=14 num_cat=1 split_feature=18 22 8 5 3 1 5 3 3 25 0 1 8 split_gain=124947 93446 63880 80913 986940 371394 349349 146630 97801.5 61199.8 94183.5 59474.8 1125.92 threshold=747.99000000000012 266.84000000000009 804.02882000000011 171.57300000000001 441.87500000000006 166.69750000000002 364.99000000000007 1048.2900000000002 199.59643500000001 0 1083.9006000000002 40.324500000000008 1048.2900000000002 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 2 3 7 5 8 -7 9 -5 11 -11 -1 -4 right_child=-2 -3 12 4 -6 6 -8 -9 -10 10 -12 -13 -14 leaf_value=0.12628006734900712 0.79037327718734751 0.68340363049507147 -0.38341749007885273 -0.010206282974345657 2.0985349530975022 0.22622528843763398 1.7882827379486779 -0.68830276981476812 -0.72019030284881591 -0.0010513931260064102 0.54152982205152511 -0.36331384585453913 -0.29418494762912878 leaf_weight=543 20 20 26 649 24 41 22 31 20 132605 32 26 31 leaf_count=543 20 20 26 649 24 41 22 31 20 132605 32 26 31 internal_value=0 -8.7793e-05 -0.000189769 -4.73897e-05 0.103115 0.0376909 0.771706 -0.000632741 -0.0314315 -0.000472705 -0.000920421 0.102114 -0.334888 internal_weight=0 134070 134050 133993 756 732 63 133237 669 133206 132637 569 57 internal_count=134090 134070 134050 133993 756 732 63 133237 669 133206 132637 569 57 cat_boundaries=0 5 cat_threshold=0 262146 4 16777216 33693760 is_linear=0 shrinkage=0.01 Tree=291 num_leaves=14 num_cat=1 split_feature=18 22 9 3 4 2 3 2 6 0 25 16 3 split_gain=122461 91586.5 69398.1 762007 743394 169023 132342 132923 117190 90883.4 85428.2 83200.3 21928.6 threshold=747.99000000000012 266.84000000000009 139.92650000000006 232.66575000000003 14.594500000000002 211.13750000000002 782.62500000000011 1048.2900000000002 246.34000000000003 1083.9006000000002 0 70.851000000000013 1048.2900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 6 5 -5 8 7 9 11 10 -1 -4 -8 right_child=-2 -3 3 4 -6 -7 12 -9 -10 -11 -12 -13 -14 leaf_value=0.16068837311209702 0.78246954470872876 0.67656961703300478 -0.063891895292489162 2.6723046103390784 0.072665379697626292 0.75098557074864702 -0.26939911303981656 -0.62569228817434874 0.67037752926349636 0.4703894270920172 -0.00089595830401754863 0.51333144728954028 -0.64258023560047151 leaf_weight=318 20 20 631 22 22 30 31 34 24 41 132839 26 32 leaf_count=318 20 20 631 22 22 30 31 34 24 41 132839 26 32 internal_value=0 -8.6915e-05 -0.000187871 0.0954156 1.37248 0.0163846 -0.000729381 -0.000512707 -0.0159767 -0.000353124 -0.000498069 -0.041049 -0.458951 internal_weight=0 134070 134050 755 44 711 133295 133232 681 133198 133157 657 63 internal_count=134090 134070 134050 755 44 711 133295 133232 681 133198 133157 657 63 cat_boundaries=0 5 cat_threshold=0 2 4 16777216 139264 is_linear=0 shrinkage=0.01 Tree=292 num_leaves=16 num_cat=0 split_feature=22 9 6 2 7 13 2 0 19 4 11 5 12 1 4 split_gain=89732.9 71877.9 570493 437019 1.31032e+06 132050 111633 89122.1 60646.3 56370.3 51982.5 92618.2 40760.7 34661.7 7578.31 threshold=266.84000000000009 139.92650000000006 336.95674000000002 174.86250000000004 14.319000000000001 196.52100000000004 1048.2900000000002 1083.9006000000002 16.325500000000002 783.48000000000013 442.27000000000004 53.253740000000008 28.919999999999998 789.60480000000007 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 5 -5 8 7 9 12 10 13 -12 -3 -1 -11 right_child=-2 2 -4 4 -6 -7 -8 -9 -10 14 11 -13 -14 -15 -16 leaf_value=-0.00054427823281148454 0.66980393171310426 -0.081318794808511077 1.7223297686803909 2.7344243179668082 -0.75779241630009242 0.67550402923866559 -0.56530584798540395 0.46568550784413409 0.50443037199974061 -0.20186800739981914 0.069184901449415415 0.78023814325747287 0.18275795098451469 -0.22637434019761926 -0.42554187434060231 leaf_weight=132996 20 580 21 22 21 27 35 41 20 33 90 23 65 68 28 leaf_count=132996 20 580 21 22 21 27 35 41 20 33 90 23 65 68 28 internal_value=0 -7.0287e-05 0.0971616 0.0507283 1.02892 -0.0100555 -0.000621672 -0.000473382 -0.0378903 -0.000616828 -0.000477621 0.213913 -0.0547064 -0.000659685 -0.304538 internal_weight=0 134070 756 735 43 692 133314 133279 665 133238 133177 113 645 133064 61 internal_count=134090 134070 756 735 43 692 133314 133279 665 133238 133177 113 645 133064 61 is_linear=0 shrinkage=0.01 Tree=293 num_leaves=24 num_cat=3 split_feature=22 5 3 1 24 1 4 3 0 0 24 2 6 2 24 0 4 1 5 13 5 26 2 split_gain=87947.2 66525 765734 431226 177761 294222 121799 120906 65131.4 35621.7 203709 478479 309903 91886.3 66971.1 141305 120828 25352.4 209067 27785.8 20431.5 11336 13078.1 threshold=266.84000000000009 171.57300000000001 482.64500000000004 437.49875000000003 0 166.69750000000002 77.943750000000009 1048.2900000000002 242.89125000000004 25.333500000000004 1 223.35100000000003 44.161500000000011 648.37500000000011 2 783.48000000000013 293.27220000000005 96.020000000000024 79.77300000000001 751.80750000000012 336.19875000000008 2022.5000000000002 1048.2900000000002 decision_type=2 2 2 2 1 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 7 3 4 5 6 -3 9 20 13 11 12 -11 17 15 -12 -16 19 -19 -1 -6 -15 -23 right_child=-2 2 -4 -5 8 -7 -8 -9 -10 10 14 -13 -14 21 16 -17 -18 18 -20 -21 -22 22 -24 leaf_value=-0.0017025325495041075 0.66310590696334848 0.013675241072007287 1.931508490822532 1.451107482001895 -0.066249171023898656 1.3102119196028938 0.58489613832429399 -0.61520853221416472 -0.71052930927276603 0.087527246939756748 0.027927545742408546 1.60682302226191 1.0683603749555699 -0.18803794569439358 -0.035288564064618548 0.65184416461635286 -0.76461584277774974 0.020088260650833946 0.7550266797542573 0.3317116249084473 -0.22333901385314595 -0.28835493395405432 -0.61156340099516371 leaf_weight=127437 20 283 22 21 225 21 43 32 20 613 1918 23 34 36 1837 37 23 1197 40 25 131 31 21 leaf_count=127437 20 283 22 21 225 21 43 32 20 613 1918 23 34 36 1837 37 23 1197 40 25 131 31 21 internal_value=0 -6.95842e-05 0.0928557 0.0384869 -0.00254354 0.158362 0.0890203 -0.000603557 -0.151228 -0.000455984 0.027248 0.18667 0.13907 -0.00142077 -0.00123608 0.0395335 -0.0440702 -0.0011999 0.0438534 -0.00163714 -0.124055 -0.324445 -0.418881 internal_weight=0 134070 766 744 723 347 326 133304 376 133272 4485 670 647 128787 3815 1955 1860 128699 1237 127462 356 88 52 internal_count=134090 134070 766 744 723 347 326 133304 376 133272 4485 670 647 128787 3815 1955 1860 128699 1237 127462 356 88 52 cat_boundaries=0 1 2 3 cat_threshold=1857 18 1864 is_linear=0 shrinkage=0.01 Tree=294 num_leaves=15 num_cat=0 split_feature=18 22 9 2 8 13 11 5 2 0 4 11 14 4 split_gain=119619 86227.4 65975.3 369115 1.03122e+06 191630 140929 313533 108349 86168.9 55036 49861.5 43402.8 7498.94 threshold=747.99000000000012 266.84000000000009 139.92650000000006 174.86250000000004 120.129 196.52100000000004 13.016250000000001 21.718200000000003 1048.2900000000002 1083.9006000000002 783.48000000000013 751.80750000000012 80.710000000000008 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 5 -5 6 12 -8 9 10 11 -1 -4 -12 right_child=-2 -3 3 4 -6 -7 7 -9 -10 -11 13 -13 -14 -15 leaf_value=-0.0006702833394220891 0.77333587685227401 0.65647482776641852 -0.07073636676268602 2.3946123725175856 -0.60274169835177338 0.83280619423964919 -0.017945445737531106 1.2731506820961283 -0.55702799769810274 0.45780410789861914 -0.19887896703951288 0.37154153717888727 0.36342930426200232 -0.42137835604803903 leaf_weight=133122 20 20 567 24 22 29 62 27 35 41 33 36 24 28 leaf_count=133122 20 20 567 24 22 29 62 27 35 41 33 36 24 28 internal_value=0 -8.63212e-05 -0.000184279 0.0930318 0.961095 0.0367117 0.00276064 0.373735 -0.000712267 -0.000566153 -0.000707223 -0.000569654 -0.0531053 -0.30101 internal_weight=0 134070 134050 755 46 709 680 89 133295 133260 133219 133158 591 61 internal_count=134090 134070 134050 755 46 709 680 89 133295 133260 133219 133158 591 61 is_linear=0 shrinkage=0.01 Tree=295 num_leaves=32 num_cat=5 split_feature=25 3 8 0 3 25 0 1 3 3 1 9 0 24 5 25 2 1 26 1 25 2 3 3 2 2 3 1 3 1 26 split_gain=100561 358720 113880 131529 139547 132891 145069 94063 226034 81149.1 79460.6 75753.9 55992.4 54134.2 153635 61110 44636.9 45011.7 46461.2 35755.9 34363.7 46653.5 22544.6 17300.4 15069.4 4520.62 5019.33 3442.7 2823.73 1439.43 811.173 threshold=0 1048.2900000000002 571.7600000000001 201.25000000000003 293.27220000000005 1 783.48000000000013 437.49875000000003 5.6142500000000011 336.88000000000005 543.20000000000016 783.98480000000006 309.85375000000005 2 364.99000000000007 3 783.48000000000013 437.49875000000003 2022.5000000000002 21.474750000000004 4 223.35100000000003 63.564000000000007 782.62500000000011 12.987 15.456105000000003 482.64500000000004 650.90000000000009 482.64500000000004 543.20000000000016 2022.5000000000002 decision_type=9 2 2 2 2 9 2 2 2 2 2 2 2 1 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 5 6 -5 13 10 11 -9 16 -7 15 -15 -1 17 20 29 23 21 -2 -22 25 -4 26 30 -20 -21 -19 -11 right_child=9 -3 24 4 -6 12 -8 8 -10 19 -12 -13 -14 14 -16 -17 -18 18 27 28 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 leaf_value=-0.055156335625701658 0.0042870956602459129 1.3663111200332643 -0.29394321396237327 0.27899478103175307 1.0072770082382929 0.15606651409812597 1.1929138751029968 -0.4219981646537781 1.2772267522811891 -0.054630222579707274 0.27753499092594275 -0.55202174530029302 -0.1891677310069402 0.028372365535549338 0.48905368690621365 0.037257648582607876 -0.34417556411341615 0.45000405618122652 0.074049551590629245 -0.38875578045845033 -0.0063360124382272013 0.14830034089299429 0.064507185881380491 -0.3511148814497323 -0.62744913554191595 -0.20911567676067352 0.064330839124219177 -0.091067376647676751 -0.55087124733697801 0.34948367283262061 -0.13356533070405324 leaf_weight=1739 48260 20 42 132 21 92 20 22 20 23 62 25 96 8686 73 1203 38 28 23 22 72704 226 452 29 20 20 29 28 21 29 30 leaf_count=1739 48260 20 42 132 21 92 20 22 20 23 62 25 96 8686 73 1203 38 28 23 22 72704 226 452 29 20 20 29 28 21 29 30 internal_value=0 0.0281289 0.0259632 0.0281418 0.216167 0.167305 0.374602 0.0223919 0.321805 -0.00191775 0.0943239 -0.00160965 -0.0192019 0.0197307 0.0321751 -0.0173695 -0.00149666 -0.00138971 0.20267 -0.217721 -0.00157088 0.00495734 -0.0058975 -0.135592 -0.401526 -0.0743154 -0.0414373 -0.0166029 -0.467928 0.398862 -0.0993105 internal_weight=0 12248 12228 12166 361 340 152 11805 104 121987 84 121813 188 11701 8759 2942 121788 121750 108 174 121642 48486 73156 131 62 102 82 51 43 57 53 internal_count=134235 12248 12228 12166 361 340 152 11805 104 121987 84 121813 188 11701 8759 2942 121788 121750 108 174 121642 48486 73156 131 62 102 82 51 43 57 53 cat_boundaries=0 6 11 12 18 24 cat_threshold=2148581504 393475 266368 957350016 167916099 134226049 32768 0 0 0 33554432 2192 49152 1 0 17825792 33559042 134217728 541065732 873467920 4214609 3233943552 16793600 117719040 is_linear=0 shrinkage=0.01 Tree=296 num_leaves=37 num_cat=6 split_feature=25 0 8 9 24 26 0 5 1 26 2 7 7 6 24 10 9 2 1 7 25 7 6 7 5 1 24 26 1 5 0 0 25 26 5 5 split_gain=98559 172426 396981 1.00792e+06 180165 210893 236623 94272.1 228392 79616.6 72732 62133.3 59495.7 56418.9 54907.9 53327.2 52796.7 43666.3 42600.1 37477.3 102826 92410.3 141893 56916.3 45897.9 33875.5 130910 189040 42441.2 31247.9 29832.4 29703.6 28037.5 24215.5 143990 63448.5 threshold=0 201.25000000000003 104.27500000000002 18.285000000000004 1 2022.5000000000002 290.96350000000007 316.16700000000009 104.17500000000001 2022.5000000000002 783.48000000000013 657.87500000000011 16.855351500000005 40.191750000000006 2 360.62500000000006 783.98480000000006 783.48000000000013 2.2090000000000005 49.237500000000004 3 61.542750000000005 27.260118000000002 550.05000000000007 124.30625000000002 186.96900000000002 4 2022.5000000000002 789.60480000000007 783.48000000000013 643.62800000000016 290.96350000000007 5 2022.5000000000002 544.35000000000002 481.77300000000008 decision_type=9 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 left_child=1 7 3 4 5 31 -7 10 13 30 11 12 15 33 -14 -1 17 19 -11 25 21 -21 -23 24 -22 29 27 -27 -28 32 -6 -3 -2 34 -9 -35 right_child=16 2 -4 -5 9 6 -8 8 -10 18 -12 -13 14 -15 -16 -17 -18 -19 -20 20 23 22 -24 -25 -26 26 28 -29 -30 -31 -32 -33 -34 35 -36 -37 leaf_value=0.02249015874180595 0.0045286960660934558 0.40134532837640668 -0.86268227100372319 2.5152673406600949 0.28966580463361136 0.19543321719536416 1.440265718408533 0.81436956501007074 1.2682107893228531 -0.094881761991060701 0.47999276862424967 0.4375138974870954 0.10690015618763272 0.57270913774316956 -0.13104528177038152 -0.2468569284838599 -0.44405265384250214 -0.34073380746339493 -0.61219773006439215 0.9541694812831425 0.021971100805658755 -0.024793471116008183 0.85983182506561284 -0.33048530047590086 0.30531982247034711 0.88375017034246572 0.016473902542832007 0.01260550395497736 -0.40545425983575678 -0.32530679591496786 -0.13438773927234468 -0.065140491387782953 -0.0058373885032728659 -0.46056007896150858 -0.33450451254844665 0.21884840011596679 leaf_weight=11017 38318 21 30 20 79 26 37 20 20 78 34 35 116 22 460 74 27 38 20 21 1211 66 25 44 60 47 287 53 26 30 21 39 81734 28 24 27 leaf_count=11017 38318 21 30 20 79 26 37 20 20 78 34 35 116 22 460 74 27 38 20 21 1211 66 25 44 60 47 287 53 26 30 21 39 81734 28 24 27 internal_value=0 0.0278475 0.240163 0.337188 0.201482 0.483149 0.926525 0.0212389 0.278272 0.00200348 0.0181508 0.0168089 0.0155468 0.114646 -0.0835449 0.0206931 -0.00189857 -0.00180084 -0.200456 -0.0016952 0.0492515 0.327024 0.218235 0.022932 0.0353471 -0.00229855 0.0881127 0.383676 -0.0179994 -0.00260951 0.200615 0.0981295 -0.00252887 0.0128536 0.187711 -0.127032 internal_weight=0 12248 371 341 321 123 63 11877 141 198 11736 11702 11667 121 576 11091 121987 121960 98 121922 1427 112 91 1315 1271 120495 413 100 313 120082 100 60 120052 99 44 55 internal_count=134235 12248 371 341 321 123 63 11877 141 198 11736 11702 11667 121 576 11091 121987 121960 98 121922 1427 112 91 1315 1271 120495 413 100 313 120082 100 60 120052 99 44 55 cat_boundaries=0 6 7 8 11 12 18 cat_threshold=2148581504 393475 266368 957350016 167916099 134226049 1920 67 4194304 4096 134217728 1036 553648132 872415248 4222785 3233984512 16795648 117719040 is_linear=0 shrinkage=0.01 Tree=297 num_leaves=13 num_cat=2 split_feature=18 9 3 1 5 2 2 24 0 24 7 9 split_gain=97893.2 86549.4 115336 63812.8 409027 208845 187317 82430.7 53414.6 237759 36292.3 16183.4 threshold=747.99000000000012 783.98480000000006 1048.2900000000002 172.67400000000001 364.99000000000007 437.49875000000003 1048.2900000000002 0 431.47500000000008 1 187.26000000000002 1023.8910000000002 decision_type=2 2 2 2 2 2 2 1 2 1 2 2 left_child=1 2 3 6 5 7 8 -5 10 -10 -1 -3 right_child=-2 11 -4 4 -6 -7 -8 -9 9 -11 -12 -13 leaf_value=-0.00026489943754387865 0.68351376275576303 -0.56435021536690844 0.55910516017192113 0.11645812455223117 1.431196313337846 0.93380296248656058 -0.7531753488020464 -0.077525032418569881 0.43523336454665751 -0.17747912044525146 0.083926326089216116 -0.22122267122621889 leaf_weight=132430 21 28 37 448 22 26 33 411 123 115 514 27 leaf_count=132430 21 28 37 448 22 26 33 411 123 115 514 27 internal_value=0 0.000702467 0.000865061 0.00071106 0.0843054 0.0508233 0.000141905 0.0240975 0.000328563 0.150005 6.06082e-05 -0.395906 internal_weight=0 134214 134159 134122 907 885 133215 859 133182 238 132944 55 internal_count=134235 134214 134159 134122 907 885 133215 859 133182 238 132944 55 cat_boundaries=0 1 2 cat_threshold=1340 1890 is_linear=0 shrinkage=0.01 Tree=298 num_leaves=27 num_cat=5 split_feature=25 3 4 11 4 10 3 3 9 18 2 7 25 7 7 26 2 25 24 2 3 25 4 3 26 3 split_gain=96229.8 348232 113235 84017.6 88348.2 80038 83516.5 79986.2 71896 61560.3 42505.1 42370.5 96275.6 90605.4 43003.7 35948.6 34579.9 30218.5 35804.6 29962.5 26466.1 17649 7044.7 1716.37 545.254 566.625 threshold=0 1048.2900000000002 650.90000000000009 751.80750000000012 335.81400000000008 8.3312500000000025 272.24748000000005 336.88000000000005 783.98480000000006 279.86700000000002 783.48000000000013 49.237500000000004 1 61.542750000000005 550.05000000000007 2022.5000000000002 70.64500000000001 2 3 8.3632500000000025 782.62500000000011 4 398.32578000000007 482.64500000000004 2022.5000000000002 400.11250000000007 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 1 2 2 9 2 2 2 2 left_child=1 2 3 4 5 9 -7 8 10 -1 11 17 13 -13 -14 -4 20 18 -2 22 23 -19 -6 24 -9 -26 right_child=7 -3 15 -5 19 6 -8 16 -10 -11 -12 12 14 -15 -16 -17 -18 21 -20 -21 -22 -23 -24 -25 25 -27 leaf_value=0.029261610939972944 0.013818676526038021 1.3459842691421509 0.15884981256687927 0.6144360268115997 -0.33115040520826972 -0.065012321364520786 -0.72193575000762933 -0.080662961045900983 -0.53779000930786136 0.44343650678793589 -0.3358621921037373 0.94463045727638972 0.038235908863316494 0.21438504565967603 -0.28705820878346761 0.68811238505623562 -0.5189116862512404 -0.080673619331643229 -0.0044755397220597824 -0.62548802232742318 -0.43908762565025916 -0.005416716604885621 -0.12338605488047881 -0.033224028795957566 -0.16922106131911277 -0.099762293877808939 leaf_weight=11401 21564 20 21 24 24 598 20 30 25 36 38 21 1255 89 42 33 31 303 21217 20 26 77259 51 40 24 23 leaf_count=11401 21564 20 21 24 24 598 20 30 25 36 38 21 1255 89 42 33 31 303 21217 20 26 77259 51 40 24 23 internal_value=0 0.0275101 0.0253761 0.0233494 0.0221818 0.0245756 -0.086272 -0.00188235 -0.00157646 0.0305653 -0.00146639 -0.00136202 0.0531963 0.324313 0.0274901 0.482288 -0.216133 -0.00199989 0.00474684 -0.28158 -0.150496 -0.00572107 -0.189871 -0.0863649 -0.11397 -0.135231 internal_weight=0 12248 12228 12174 12150 12055 618 121987 121813 11437 121788 121750 1407 110 1297 54 174 120343 42781 95 143 77562 75 117 77 47 internal_count=134235 12248 12228 12174 12150 12055 618 121987 121813 11437 121788 121750 1407 110 1297 54 174 120343 42781 95 143 77562 75 117 77 47 cat_boundaries=0 6 9 15 16 22 cat_threshold=2148581504 393475 266368 957350016 167916099 134226049 4194304 4096 134217728 553648644 603979792 4214593 3233984544 16795648 117719040 1141 262144 2097152 131076 65536 4718592 512 is_linear=0 shrinkage=0.01 Tree=299 num_leaves=25 num_cat=3 split_feature=25 3 8 4 11 3 9 0 0 2 1 26 7 25 1 25 3 2 2 3 1 3 1 26 split_gain=94315.2 341302 111432 162521 128505 78394.4 70465.2 64439.7 67067.9 41659.2 43592.6 45044.1 38410.5 95924.5 34852.4 27656.7 16813.5 14594.1 4289.18 4831.79 3306.11 2800.72 1371.7 784.67 threshold=0 1048.2900000000002 571.7600000000001 783.48000000000013 751.80750000000012 336.88000000000005 783.98480000000006 1083.9006000000002 201.25000000000003 783.48000000000013 437.49875000000003 2022.5000000000002 49.237500000000004 1 21.474750000000004 2 782.62500000000011 12.987 15.456105000000003 482.64500000000004 650.90000000000009 482.64500000000004 543.20000000000016 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 9 8 -1 10 12 22 15 -14 16 -2 18 -4 19 23 -13 -16 -12 -7 right_child=5 -3 17 -5 -6 14 -8 -9 -10 -11 11 20 13 -15 21 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.021171413789992811 0.0048357096571066968 1.3325244188308716 -0.29187445288612729 0.78826081003461568 0.77228816239730169 -0.053291459498198135 -0.53241211395263666 -0.50470659712086552 0.16593167289049793 -0.33250357301611649 0.44257009914943146 0.072401693592900815 0.32106945007046067 0.024801696169490999 -0.38214914365248248 -0.0054330148353789812 -0.34535534135226548 -0.62007913947105409 -0.20378384351730347 0.063319254990281723 -0.089406521490642016 -0.54360274314880375 0.34444308132960877 -0.1309263644615809 leaf_weight=11763 38641 20 42 28 23 23 25 23 329 38 28 23 110 1290 22 81601 29 20 20 29 28 21 29 30 leaf_count=11763 38641 20 42 28 23 23 25 23 329 38 28 23 110 1290 22 81601 29 20 20 29 28 21 29 30 internal_value=0 0.027235 0.0251224 0.0272774 0.0255219 -0.00186359 -0.00156076 0.0241042 0.0251101 -0.00145179 -0.00134846 0.199469 -0.00152676 0.0505504 -0.213972 -0.0021331 -0.132887 -0.397747 -0.0724795 -0.0404541 -0.0164342 -0.460999 0.392646 -0.0972357 internal_weight=0 12248 12228 12166 12138 121987 121813 12115 12092 121788 121750 108 121642 1400 174 120242 131 62 102 82 51 43 57 53 internal_count=134235 12248 12228 12166 12138 121987 121813 12115 12092 121788 121750 108 121642 1400 174 120242 131 62 102 82 51 43 57 53 cat_boundaries=0 6 9 15 cat_threshold=2148581504 393475 266368 957350016 167916099 134226049 4194304 4096 134217728 553648132 872415248 4214593 3233984544 16795648 117719040 is_linear=0 shrinkage=0.01 Tree=300 num_leaves=9 num_cat=0 split_feature=2 9 7 9 9 11 1 11 split_gain=144880 79645.1 83697.8 71245.3 64534.7 55439.6 47421.3 3136.4 threshold=1048.2900000000002 1023.8910000000002 1043.5418000000002 783.98480000000006 673.83140000000014 751.80750000000012 172.67400000000001 944.45425000000012 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=-0.0010783042798449009 0.64297543525695799 0.52351164587612808 -0.5472836780548096 -0.50486581087112425 0.54117853598161181 0.27735904892285662 0.071754252630446311 0.44691815853118899 leaf_weight=133415 35 29 28 28 22 24 900 20 leaf_count=133415 35 29 28 28 22 24 900 20 internal_value=0 -0.000491281 -0.000604316 -0.000490432 -0.000385339 -0.000474015 -0.000590278 0.354431 internal_weight=0 134466 134437 134409 134381 134359 134315 44 internal_count=134501 134466 134437 134409 134381 134359 134315 44 is_linear=0 shrinkage=0.01 Tree=301 num_leaves=9 num_cat=1 split_feature=2 9 7 9 9 11 25 11 split_gain=141996 78060.2 82032.2 69827.5 63250.4 54336.4 47239.6 3073.98 threshold=1048.2900000000002 1023.8910000000002 1043.5418000000002 783.98480000000006 673.83140000000014 751.80750000000012 0 944.45425000000012 decision_type=2 2 2 2 2 2 9 2 left_child=1 2 3 4 5 6 -1 -7 right_child=-2 -3 -4 -5 -6 7 -8 -9 leaf_value=0.011553483974062789 0.63654566165379112 0.51827650925208779 -0.54181083577019828 -0.49981715236391339 0.5357667351852764 0.27458545883496605 -0.0034814870612729083 0.44244898128509519 leaf_weight=25876 35 29 28 28 22 24 108439 20 leaf_count=25876 35 29 28 28 22 24 108439 20 internal_value=0 -0.000486368 -0.000598273 -0.000485528 -0.000381486 -0.000469275 -0.000584375 0.350887 internal_weight=0 134466 134437 134409 134381 134359 134315 44 internal_count=134501 134466 134437 134409 134381 134359 134315 44 cat_boundaries=0 6 cat_threshold=2151710720 68551954 279556 2433810432 151022082 134480513 is_linear=0 shrinkage=0.01 Tree=302 num_leaves=9 num_cat=0 split_feature=2 9 7 9 9 11 1 11 split_gain=139171 76506.8 80399.7 68438 61991.8 53255.1 46413.4 3012.81 threshold=1048.2900000000002 1023.8910000000002 1043.5418000000002 783.98480000000006 673.83140000000014 751.80750000000012 172.67400000000001 944.45425000000012 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=-0.001061337253071613 0.63018021937779023 0.51309380498425716 -0.53639272468430654 -0.49481898273740499 0.53040906830267476 0.27183961669603984 0.070993009812302055 0.43802449512481689 leaf_weight=133415 35 29 28 28 22 24 900 20 leaf_count=133415 35 29 28 28 22 24 900 20 internal_value=0 -0.000481498 -0.000592284 -0.000480666 -0.000377665 -0.000464576 -0.000578525 0.347378 internal_weight=0 134466 134437 134409 134381 134359 134315 44 internal_count=134501 134466 134437 134409 134381 134359 134315 44 is_linear=0 shrinkage=0.01 Tree=303 num_leaves=11 num_cat=3 split_feature=2 9 7 4 1 6 25 25 24 6 split_gain=136401 74984.3 78799.8 68279.9 58554.5 465673 216837 43982.4 121473 71304.2 threshold=1048.2900000000002 1023.8910000000002 1043.5418000000002 1066.3056000000001 92.530000000000015 400.11250000000007 0 1 2 482.64500000000004 decision_type=2 2 2 2 2 2 9 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=0.16751210738872663 0.62387844303676065 0.50796280301850416 -0.53102880222456794 -0.45529229424216533 0.13044565721260215 1.5749323039054872 -0.10151729420006994 -0.0016419421227604248 -0.0012304539640671482 -0.25520204631057947 leaf_weight=570 35 29 28 33 1019 20 654 130380 1622 111 leaf_count=570 35 29 28 33 1019 20 654 130380 1622 111 internal_value=0 -0.000476683 -0.000586361 -0.00047586 -0.000364166 0.0580743 0.0399409 -0.00110983 0.0432102 -0.00185749 internal_weight=0 134466 134437 134409 134376 1693 1673 132683 2192 130491 internal_count=134501 134466 134437 134409 134376 1693 1673 132683 2192 130491 cat_boundaries=0 6 12 13 cat_threshold=46712320 1052928 134235392 4194304 16777218 167772160 2147483648 67502082 4100 286326784 134230528 641 548 is_linear=0 shrinkage=0.01 Tree=304 num_leaves=25 num_cat=4 split_feature=1 24 3 1 8 0 26 25 6 24 3 4 3 3 25 7 26 18 16 6 1 26 8 1 split_gain=83530.6 327758 311096 68054.5 65729.9 56723.4 122578 43818.1 63945.2 64970.8 100367 86657.2 75711.7 71072.7 60191.1 43824.6 43503.5 40833.8 29587.3 37067.8 3223.18 12510.4 1779.36 1189.08 threshold=437.49875000000003 0 9.3117500000000017 789.60480000000007 804.02882000000011 24.245000000000005 2022.5000000000002 1 783.98480000000006 2 242.64500000000001 273.10998000000006 544.35000000000002 336.88000000000005 3 783.98480000000006 2022.5000000000002 484.61250000000007 650.90000000000009 657.87500000000011 650.90000000000009 2022.5000000000002 1048.2900000000002 1066.3056000000001 decision_type=2 1 2 2 2 2 2 9 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=4 2 5 20 7 6 -2 8 9 10 14 12 -11 -12 -1 17 -13 18 19 -9 21 -3 -6 -5 right_child=1 3 -4 23 22 -7 -8 15 -10 11 13 16 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.20644239742279052 0.82889711233285757 -0.20247267356285684 1.6154237423340478 -0.53342787330800845 -0.41610128755154818 -0.073367579269409178 -0.10463316397233444 -0.0029109431032621823 0.56427126975286579 0.025950235500980114 0.82750285936438517 0.64038556106628919 -0.51425526398878829 0.14154310519045049 -0.014625170979369518 -0.37891019490457356 0.1763384958793377 0.37232623873085813 0.38162755775451657 -0.27524959881305694 0.096591497659683223 0.097224703152974448 -0.30001408930747742 -0.43262505645751953 leaf_weight=115 39 26 24 22 23 25 22 112978 21 12153 23 31 26 44 8631 31 58 29 20 50 24 30 31 25 leaf_count=115 39 26 24 22 23 25 22 112978 21 12153 23 31 26 44 8631 31 58 29 20 50 24 30 31 25 internal_value=0 0.18726 0.558009 -0.16482 -0.000642022 0.327801 0.492214 -0.000501674 0.0127236 0.0121802 -0.00853568 0.0270469 0.024797 0.377022 -0.0114991 -0.00296992 0.337973 -0.00286712 -0.00296336 -0.00303142 -0.000366906 -0.0419205 -0.349459 -0.479809 internal_weight=0 237 110 127 134264 86 61 134210 21102 21081 8813 12268 12179 67 8746 113108 89 113077 113048 113028 80 56 54 47 internal_count=134501 237 110 127 134264 86 61 134210 21102 21081 8813 12268 12179 67 8746 113108 89 113077 113048 113028 80 56 54 47 cat_boundaries=0 1 7 8 14 cat_threshold=3116 2181038080 68551954 283652 2433843328 151005696 134480513 2442 0 262144 0 16777216 0 640 is_linear=0 shrinkage=0.01 Tree=305 num_leaves=14 num_cat=1 split_feature=0 18 8 6 5 1 24 0 2 1 9 8 8 split_gain=75295 65709.7 60051.5 78195.7 55698.2 50045.9 267975 171343 107877 40324.8 36660 17342.1 172.079 threshold=1083.9006000000002 650.90000000000009 571.7600000000001 91.790000000000006 1066.3056000000001 437.49875000000003 0 24.245000000000005 1048.2900000000002 789.60480000000007 1023.8910000000002 804.02882000000011 1048.2900000000002 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 2 4 11 5 8 7 -7 10 -8 -1 -4 -13 right_child=-2 -3 3 -5 -6 6 9 -9 -10 -11 -12 12 -14 leaf_value=-0.00017386236817449458 0.41354940977963539 0.51243918473720551 0.04638446359407334 -0.76708352825858372 -0.44605520827429634 0.77779425636514443 -0.064449106587304017 -0.057954370975494385 -0.54759044064415829 -0.45147030697312468 0.40807103243741127 -0.25487048214132135 -0.21615132818619412 leaf_weight=133748 44 25 42 22 28 77 72 36 36 43 22 22 24 leaf_count=133748 44 25 42 22 28 77 72 36 36 43 22 22 24 internal_value=0 -0.000191064 -0.000286582 -0.233841 -9.49467e-05 -1.78459e-06 0.148027 0.46995 -0.00025402 -0.192428 -0.000106722 -0.10053 -0.234669 internal_weight=0 134197 134172 110 134062 134034 228 113 133806 115 133770 88 46 internal_count=134241 134197 134172 110 134062 134034 228 113 133806 115 133770 88 46 cat_boundaries=0 1 cat_threshold=3117 is_linear=0 shrinkage=0.01 Tree=306 num_leaves=17 num_cat=4 split_feature=3 25 18 20 12 11 24 25 13 9 7 25 26 13 13 12 split_gain=122099 71089.5 107351 92519.6 80928.9 78982.6 70053.4 42163.3 41363.7 49092.4 20411.2 20751.5 16958.6 2959.21 3619.65 1633.38 threshold=1048.2900000000002 0 484.61250000000007 324.92500000000007 482.64500000000004 751.80750000000012 1 2 362.49400000000003 783.98480000000006 657.87500000000011 3 2022.5000000000002 638.18750000000011 444.2706 648.37500000000011 decision_type=2 9 2 2 2 2 1 9 2 2 2 9 2 2 2 2 left_child=1 2 3 4 5 6 -1 12 9 10 11 -9 -3 14 -10 -6 right_child=-2 7 -4 -5 15 -7 -8 8 13 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.049515471578803191 -0.55246529626846308 -0.079907193228883566 0.65047399123509719 0.68265416179384508 -0.28635913295745852 0.56027198650218824 0.0037179219506538355 0.0033285188580788128 0.27529019184112552 -0.48591042291550407 0.25015635423362254 -0.0054658486752553461 -0.32946773167167392 0.32403272151947021 0.1067661505479079 -0.39219060489109586 leaf_weight=4992 40 53 27 21 25 27 10073 40940 25 21 32 77824 56 24 26 35 leaf_count=4992 40 53 27 21 25 27 10073 40940 25 21 32 77824 56 24 26 35 internal_value=0 0.000109753 0.0204671 0.0193595 0.0184402 0.0198974 0.0189289 -0.002492 -0.0023035 -0.00245188 -0.00236642 -0.00243446 -0.190633 0.232466 0.189376 -0.348094 internal_weight=0 134201 15200 15173 15152 15092 15065 119001 118892 118817 118796 118764 109 75 51 60 internal_count=134241 134201 15200 15173 15152 15092 15065 119001 118892 118817 118796 118764 109 75 51 60 cat_boundaries=0 6 7 12 18 cat_threshold=2148827136 1442817 1073762389 164397184 34120256 544 1061 0 2 131072 65536 131072 536871568 606081600 168037504 3758235684 155211776 33554449 is_linear=0 shrinkage=0.01 Tree=307 num_leaves=16 num_cat=2 split_feature=3 0 25 18 8 11 0 1 25 7 13 9 26 13 8 split_gain=119670 70730.6 64803.4 105588 84960.6 68664 64842.9 46474.2 40165.6 40908.7 35740.3 33452.9 16300.3 3808.14 2151.84 threshold=1048.2900000000002 1083.9006000000002 0 484.61250000000007 400.67950000000002 751.80750000000012 6.179850000000001 46.726464000000014 1 657.87500000000011 362.49400000000003 673.83140000000014 2022.5000000000002 638.18750000000011 673.83140000000014 decision_type=2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 5 7 14 -1 12 10 11 -10 -4 -12 -6 right_child=-2 -3 8 -5 6 -7 -8 -9 9 -11 13 -13 -14 -15 -16 leaf_value=0.014902621601492675 -0.5469406280517578 0.4056171652328136 -0.079108123048296508 0.64396921930489714 -0.19231285900539824 0.52385367004959671 -0.77772677206993113 0.090595815156752357 -0.0025092200591289387 0.37318246800324012 0.16754906854629517 -0.36835072135925295 -0.32485602625933557 0.32079241434733069 -0.091508836507797245 leaf_weight=14560 40 43 53 27 45 27 20 859 118344 29 50 25 55 24 40 leaf_count=14560 40 43 53 27 45 27 20 859 118344 29 50 25 55 24 40 internal_value=0 0.000108694 -2.12789e-05 0.0191472 0.0180747 0.0200018 -0.265419 0.0191195 -0.00254086 -0.00235699 -0.00244914 -0.00258649 -0.186948 0.21725 -0.144876 internal_weight=0 134201 134158 15578 15551 15446 105 15419 118580 118472 118443 118369 108 74 85 internal_count=134241 134201 134158 15578 15551 15446 105 15419 118580 118472 118443 118369 108 74 85 cat_boundaries=0 6 11 cat_threshold=2148827136 538313729 1073762373 164397184 34120256 544 0 2 131072 65536 131072 is_linear=0 shrinkage=0.01 Tree=308 num_leaves=22 num_cat=4 split_feature=3 25 8 4 9 17 6 24 4 25 13 9 4 3 4 7 25 26 8 13 13 split_gain=117288 68344.5 87241.5 93022.7 113245 93350.5 218168 54643.5 42003.6 40792.7 39771.6 47455.2 34605.3 50455.6 85531 19460 20322.8 16107.7 3471.51 2835.76 3550.99 threshold=1048.2900000000002 0 400.67950000000002 440.18000000000006 783.98480000000006 33.261025000000011 2.1870000000000007 1 5.6142500000000011 2 362.49400000000003 783.98480000000006 1066.3056000000001 48.64650000000001 650.90000000000009 657.87500000000011 3 2022.5000000000002 673.83140000000014 638.18750000000011 444.2706 decision_type=2 9 2 2 2 2 2 1 2 9 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 18 17 11 15 13 14 -5 16 -11 -3 -4 20 -12 right_child=-2 9 8 12 -6 6 -8 -9 -10 10 19 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.036716930462735393 -0.54147123336791991 -0.078982639736854113 -0.22475454514676874 0.41669639793602192 -0.66641254981358844 0.088082593026497555 0.88554422736167915 -0.0018610850340142033 -0.65745019349184897 0.0033164456148034017 0.27086180229187012 -0.47773282141912554 0.67883323487781344 0.66732199335098275 -0.30182156554857892 0.24424870878458024 -0.0053865835126313396 -0.32340033820697239 -0.093330553673409131 0.31758449792861937 0.10394391683431772 leaf_weight=7398 40 52 44 37 24 241 40 7286 22 40940 25 21 21 20 30 32 77825 56 37 24 26 leaf_count=7398 40 52 44 37 24 241 40 7286 22 40940 25 21 21 20 30 32 77825 56 37 24 26 internal_value=0 0.000107607 0.020068 0.0220601 0.0199531 0.0210538 0.2016 0.0175988 -0.269964 -0.00244342 -0.00225879 -0.00240429 0.314491 0.226547 0.0949719 -0.00232026 -0.0023867 -0.188284 -0.164721 0.227948 0.185766 internal_weight=0 134201 15200 15097 14989 14965 281 14684 103 119001 118893 118818 108 87 67 118797 118765 108 81 75 51 internal_count=134241 134201 15200 15097 14989 14965 281 14684 103 119001 118893 118818 108 87 67 118797 118765 108 81 75 51 cat_boundaries=0 6 7 13 19 cat_threshold=2148827136 1442817 1073762389 164397184 34120256 544 1127 0 2 0 65536 131072 262144 536871568 606081600 168037504 3758235684 155211776 33554449 is_linear=0 shrinkage=0.01 Tree=309 num_leaves=15 num_cat=3 split_feature=3 0 25 18 20 24 5 8 25 7 13 9 26 13 split_gain=114954 69144 62245.2 103293 90646.6 79495.5 419360 77207.7 38705.3 39575.1 34286 32136.4 15707.9 3668.58 threshold=1048.2900000000002 1083.9006000000002 0 484.61250000000007 324.92500000000007 1 191.43400000000005 400.67950000000002 2 657.87500000000011 362.49400000000003 673.83140000000014 2022.5000000000002 638.18750000000011 decision_type=2 2 9 2 2 1 2 2 9 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 12 10 11 -10 -4 -12 right_child=-2 -3 8 -5 -6 7 -8 -9 9 -11 13 -13 -14 -15 leaf_value=0.070159746163666298 -0.53605652284622196 0.40104109741920646 -0.077652189017466788 0.63675951966532962 0.67426067352294927 0.011971825032143415 1.5297967050075532 -0.27111910421823721 -0.002460231085222751 0.36705653733220595 0.16399954805374148 -0.36103047103881836 -0.31889384815909649 0.31440862496693928 leaf_weight=1243 40 43 53 27 21 14170 20 97 118344 29 50 25 55 24 leaf_count=1243 40 43 53 27 21 14170 20 97 118344 29 50 25 55 24 internal_value=0 0.000106555 -2.19515e-05 0.0187643 0.0177034 0.0168156 0.0925408 0.0100401 -0.0024913 -0.00231081 -0.00240144 -0.00253596 -0.183515 0.212781 internal_weight=0 134201 134158 15578 15551 15530 1263 14267 118580 118472 118443 118369 108 74 internal_count=134241 134201 134158 15578 15551 15530 1263 14267 118580 118472 118443 118369 108 74 cat_boundaries=0 6 7 12 cat_threshold=2148827136 538313729 1073762373 164397184 34120256 544 1 0 2 131072 65536 131072 is_linear=0 shrinkage=0.01 Tree=310 num_leaves=14 num_cat=1 split_feature=3 1 25 12 17 17 0 2 2 17 1 26 26 split_gain=138733 95860.2 90210.6 61087.6 50588.6 81883.4 40691.9 214945 106907 18594.9 5521.15 3127.66 43.9848 threshold=1048.2900000000002 789.60480000000007 0 756.4475000000001 334.63500000000005 751.80750000000012 25.333500000000004 648.37500000000011 1048.2900000000002 407.74900000000008 1066.3056000000001 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 11 4 6 9 8 -8 -4 -6 12 -1 -3 right_child=-2 10 3 -5 5 -7 7 -9 -10 -11 -12 -13 -14 leaf_value=0.20208841959635418 0.58021916598808476 -0.25799028237660726 -0.0025982761542391259 -0.41936393969399588 0.12825809717178344 -0.33938166999816893 0.023215082172308953 1.0622099809646606 -0.64389645503117499 0.47894609857488563 -0.43166959837863317 0.29293741631507875 -0.2780699670314789 leaf_weight=72 41 24 129413 35 21 20 4493 20 26 54 38 80 20 leaf_count=72 41 24 129413 35 21 20 4493 20 26 54 38 80 20 internal_value=0 -0.00156737 -0.00135857 -0.00164328 -0.00153434 0.229146 -0.00169794 0.0278195 -0.00272709 0.380753 -0.343373 0.234478 -0.267117 internal_weight=0 134316 134234 134082 134047 95 133952 4513 129439 75 82 152 44 internal_count=134357 134316 134234 134082 134047 95 133952 4513 129439 75 82 152 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 1 26 26 split_gain=135972 93952.6 88415.4 59872 55308.5 41967.5 210336 104788 5411.28 3065.42 43.1095 threshold=1048.2900000000002 789.60480000000007 0 756.4475000000001 751.80750000000012 25.333500000000004 648.37500000000011 1048.2900000000002 1066.3056000000001 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 9 4 5 7 -7 -4 10 -1 -3 right_child=-2 8 3 -5 -6 6 -8 -9 -10 -11 -12 leaf_value=0.20006755616929794 0.57441702540327866 -0.25541037559509278 -0.0025458135833225405 -0.41517029925755089 0.37501174315428126 0.023793403329309046 1.0515878424644469 -0.6374574851989746 -0.42735289799539666 0.29000804591178897 -0.27528925871849064 leaf_weight=72 41 24 129469 35 39 4493 20 26 38 80 20 leaf_count=72 41 24 129469 35 39 4493 20 26 38 80 20 internal_value=0 -0.00155169 -0.00134498 -0.00162685 -0.001519 -0.00162858 0.0283482 -0.00267329 -0.33994 0.232133 -0.264446 internal_weight=0 134316 134234 134082 134047 134008 4513 129495 82 152 44 internal_count=134357 134316 134234 134082 134047 134008 4513 129495 82 152 44 cat_boundaries=0 5 cat_threshold=0 0 4 0 8192 is_linear=0 shrinkage=0.01 Tree=312 num_leaves=14 num_cat=0 split_feature=3 1 12 17 17 11 8 2 7 4 17 1 8 split_gain=133266 92082.9 68319.2 44592.6 88700.4 45591.3 42351 43464.5 381706 42051.7 21247.6 5303.6 149.706 threshold=1048.2900000000002 789.60480000000007 756.4475000000001 334.63500000000005 751.80750000000012 9.3700000000000028 804.02882000000011 333.67962000000006 187.26000000000002 1066.3056000000001 515.65075000000013 1066.3056000000001 1048.2900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 10 7 9 -9 -1 -5 -3 -8 right_child=-2 11 -4 4 -6 -7 12 8 -10 -11 -12 -13 -14 leaf_value=-0.0014483387404966058 0.56867283937407709 -0.26180177591063758 -0.42528501485523429 0.055281643482946584 -0.34521557461131702 0.78576182556152352 -0.26137747516998877 0.023159121723498332 1.4185218054907662 -0.38902558058500292 0.4516054423650106 -0.42307936593105921 -0.29442321678687788 leaf_weight=133700 41 44 38 31 22 20 26 295 21 28 24 38 29 leaf_count=133700 41 44 38 31 22 20 26 295 21 28 24 38 29 internal_value=0 -0.00153618 -0.00133153 -0.00121148 0.213121 0.3769 -0.00136652 -0.00125268 0.115889 -0.00152949 0.228223 -0.33654 -0.278802 internal_weight=0 134316 134234 134196 97 75 134099 134044 316 133728 55 82 55 internal_count=134357 134316 134234 134196 97 75 134099 134044 316 133728 55 82 55 is_linear=0 shrinkage=0.01 Tree=313 num_leaves=13 num_cat=2 split_feature=3 1 25 12 17 17 18 16 25 1 26 26 split_gain=130614 90250.5 86843 57471.4 48567.1 78665.5 39822.5 38013.8 36541.5 5198.06 3015.69 42.2516 threshold=1048.2900000000002 789.60480000000007 0 756.4475000000001 334.63500000000005 751.80750000000012 650.90000000000009 8.0855000000000015 1 1066.3056000000001 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 9 2 2 2 left_child=1 2 10 4 6 7 8 -6 -4 11 -1 -3 right_child=-2 9 3 -5 5 -7 -8 -9 -10 -11 -12 -13 leaf_value=0.19825897110833063 0.56298611943314725 -0.250238254070282 -0.089749966249186935 -0.40676574066707072 0.23273568329987704 -0.33271218395233154 0.38235432033185601 0.73414741720472065 -0.0014194146305551597 -0.41884857604378151 0.28746691989898682 -0.26991835951805115 leaf_weight=72 41 24 460 35 54 20 27 21 133465 38 80 20 leaf_count=72 41 24 460 35 54 20 27 21 133465 38 80 20 internal_value=0 -0.00152082 -0.00131822 -0.00159757 -0.0014919 0.224532 -0.0016522 0.373131 -0.00172962 -0.333175 0.230074 -0.259184 internal_weight=0 134316 134234 134082 134047 95 133952 75 133925 82 152 44 internal_count=134357 134316 134234 134082 134047 95 133952 75 133925 82 152 44 cat_boundaries=0 5 11 cat_threshold=0 0 4 0 8192 0 2 512 671678464 0 8320 is_linear=0 shrinkage=0.01 Tree=314 num_leaves=16 num_cat=1 split_feature=3 1 8 0 5 24 9 0 1 20 5 26 1 8 26 split_gain=128015 88454.4 44751.4 40711 396200 144541 391949 129719 58320.7 48999.2 46483.8 15668.7 5094.61 242.162 41.4108 threshold=1048.2900000000002 789.60480000000007 804.02882000000011 25.333500000000004 481.77300000000008 0 8.1819000000000006 479.65650000000011 543.20000000000016 518.74587500000018 783.48000000000013 2022.5000000000002 1066.3056000000001 1048.2900000000002 2022.5000000000002 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 8 5 6 -5 -7 9 10 -1 -10 14 -4 -3 right_child=-2 12 13 4 -6 7 -8 -9 11 -11 -12 -13 -14 -15 -16 leaf_value=-0.0023130157904449216 0.55735625476371953 -0.24773588180541992 -0.25893741250038149 0.08288024148631834 1.4326454825401305 0.010777850074817914 0.92974967765808103 -0.26943678770451185 0.48631691660199849 0.49257595038414004 -0.30135771182867194 0.15466961597574166 -0.4146600891414442 -0.30032050248115294 -0.26721917223930358 leaf_weight=129516 41 24 26 613 20 3666 60 173 28 20 52 29 38 31 20 leaf_count=129516 41 24 26 613 20 3666 60 173 28 20 52 29 38 31 20 internal_value=0 -0.00150568 -0.0013051 -0.0011861 0.028275 0.02205 0.156062 -0.00184489 -0.00221597 -0.00235664 -0.00243303 0.317584 -0.329843 -0.281444 -0.256592 internal_weight=0 134316 134234 134177 4532 4512 673 3839 129645 129588 129568 57 82 57 44 internal_count=134357 134316 134234 134177 4532 4512 673 3839 129645 129588 129568 57 82 57 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 6 25 7 25 24 9 7 11 4 7 9 split_gain=138400 593705 197558 457941 145879 90139.3 75404 98030.1 72946.8 73664.1 318199 65409.7 63493.2 57740.1 49659.7 10411.9 988.737 threshold=212.70000000000005 242.64500000000001 223.35100000000003 120.129 1048.2900000000002 58.936600000000006 276.13500000000005 0 657.87500000000011 1 2 783.98480000000006 783.98480000000006 751.80750000000012 783.48000000000013 1043.5418000000002 1023.8910000000002 decision_type=2 2 2 2 2 2 2 9 2 9 1 2 2 2 2 2 2 left_child=4 2 3 5 8 6 7 -2 9 10 -1 13 -10 14 -11 -14 -13 right_child=1 -3 -4 -5 -6 -7 -8 -9 12 11 -12 16 15 -15 -16 -17 -18 leaf_value=0.57309595401390734 0.33512980403644699 1.4684801167249679 -0.7627267975415345 1.563350125267392 0.64524275425502242 -0.53802388976017634 0.69053324508666991 0.0085071696917142121 0.71537597692929777 -0.00081856251355931671 -0.087186210201336781 -0.43839444398880006 0.24403375171479724 0.41120447074665739 -0.29604677992954587 -0.07086509568350656 -0.34319244543711341 leaf_weight=105 102 32 27 21 35 24 20 528 26 132929 198 20 21 34 57 21 24 leaf_count=105 102 32 27 21 35 24 20 528 26 132929 198 20 21 34 57 21 24 internal_value=0 0.135594 0.0765183 0.109122 -0.000270606 0.0638123 0.0860339 0.0668435 -0.000439924 -0.000606879 0.152624 -0.000967198 0.327005 -0.000839757 -0.000945102 0.0865843 -0.386466 internal_weight=0 754 722 695 133470 674 650 630 133435 133367 303 133064 68 133020 132986 42 44 internal_count=134224 754 722 695 133470 674 650 630 133435 133367 303 133064 68 133020 132986 42 44 cat_boundaries=0 6 11 12 cat_threshold=0 4096 1024 0 33554433 134217728 0 262146 0 16842752 139264 1412 is_linear=0 shrinkage=0.01 Tree=316 num_leaves=30 num_cat=2 split_feature=0 25 3 2 1 8 7 0 7 25 0 9 7 11 9 0 26 26 0 0 7 0 0 0 0 0 26 9 1 split_gain=135737 248029 446565 142976 110201 92152.6 104453 121904 75307.5 81799.5 68023.8 64170.5 59199.5 56539.5 46891.7 49344.8 26880.6 20302.6 21921.9 17832.4 8846.99 6931.7 9931.44 7020.61 6686.77 2807.75 1978.74 969.061 494.644 threshold=212.70000000000005 0 293.27220000000005 1048.2900000000002 789.60480000000007 104.27500000000002 5.0209280000000005 783.48000000000013 657.87500000000011 1 242.89125000000004 783.98480000000006 783.98480000000006 751.80750000000012 11.163000000000002 362.49400000000003 2022.5000000000002 2022.5000000000002 290.96350000000007 232.94400000000005 1043.5418000000002 431.47500000000008 1083.9006000000002 643.62800000000016 255.07275000000001 255.07275000000001 2022.5000000000002 1023.8910000000002 1066.3056000000001 decision_type=2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 5 4 8 6 7 10 9 16 -2 13 -10 -11 15 17 -1 19 24 -3 -14 26 23 -23 -19 -21 -17 -13 -6 right_child=1 14 -4 -5 28 -7 -8 -9 12 11 -12 27 20 -15 -16 21 -18 18 -20 25 -22 22 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.077679469264470613 0.55844446950488613 0.4272280444417681 1.7483877597071906 0.63879031699044364 -0.36895712823578808 -0.34086340531058928 1.0135187320709229 0.92683844089508061 0.70822225240560688 -0.00074968088096374549 0.073439567429678776 -0.43401049470901493 0.24159342856634233 0.40709239875569064 -0.36382048403515532 -0.27004334590651774 0.26819302761808356 -0.012964824295043947 0.19598304064377495 0.05644293197563717 -0.052283189773559571 -0.082018483318860011 -0.23632195861251265 0.073381146762682037 -0.21068149603330175 0.17492823054960796 -0.14118360379567513 -0.33976051012674968 -0.42220932084160878 leaf_weight=156 36 28 22 35 33 23 20 24 26 132923 147 20 21 34 34 22 141 50 46 28 20 79 27 46 26 70 26 24 37 leaf_count=156 36 28 22 35 33 23 20 24 26 132923 147 20 21 34 34 22 141 50 46 28 20 79 27 46 26 70 26 24 37 internal_value=0 0.134283 0.368932 -0.000267536 -0.000435161 0.262297 0.32341 0.256733 -0.000226959 -0.000395429 0.16885 -0.000771689 0.334949 -0.000645387 -0.00566915 0.0213854 0.162649 0.115633 0.0236825 0.204665 0.098239 -0.0954817 -0.0623988 -0.0248314 -0.0806047 0.141075 -0.200244 -0.382601 -0.397105 internal_weight=0 754 272 133470 133435 250 227 207 133365 133298 183 133001 67 132957 482 448 297 248 122 126 41 200 152 125 76 98 48 44 70 internal_count=134224 754 272 133470 133435 250 227 207 133365 133298 183 133001 67 132957 482 448 297 248 122 126 41 200 152 125 76 98 48 44 70 cat_boundaries=0 6 11 cat_threshold=32768 135424 0 0 33554433 134217728 0 262146 0 16842752 139264 is_linear=0 shrinkage=0.01 Tree=317 num_leaves=39 num_cat=5 split_feature=0 25 8 9 24 2 1 0 0 26 1 7 25 24 26 9 7 24 11 0 26 26 26 5 0 0 0 0 7 0 0 26 0 0 0 0 9 1 split_gain=133036 243093 368931 1.12281e+06 290674 140130 108008 91052 180606 137754 83063.1 73808.9 80171.7 315209 275822 62893.6 58021.5 55765.3 55414.4 45519.6 45903.2 33468.8 23658.6 20090.8 18367 38963.8 12368.9 10674.1 8670.93 7045.52 8023.88 5445.9 3874.83 7846.71 2635.55 1814.22 949.776 484.8 threshold=212.70000000000005 0 104.27500000000002 10.875375000000002 1 1048.2900000000002 789.60480000000007 362.49400000000003 242.89125000000004 2022.5000000000002 75.716250000000016 657.87500000000011 2 3 2022.5000000000002 783.98480000000006 783.98480000000006 4 751.80750000000012 362.49400000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 3.4326000000000008 290.96350000000007 332.15050000000008 232.94400000000005 542.34225000000004 1043.5418000000002 431.47500000000008 783.48000000000013 2022.5000000000002 242.89125000000004 309.85375000000005 271.26290500000005 232.94400000000005 1023.8910000000002 1066.3056000000001 decision_type=2 9 2 2 1 2 2 2 2 2 2 2 9 1 2 2 2 1 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 7 6 11 8 -2 -9 22 12 13 14 -1 18 -13 23 -14 20 26 -15 -6 24 35 -26 -19 -27 -18 -21 31 -31 -22 -34 -28 -3 -17 -8 right_child=1 17 -4 -5 10 -7 37 9 -10 -11 -12 16 15 21 -16 36 28 19 -20 29 32 -23 -24 -25 25 27 34 -29 -30 30 -32 -33 33 -35 -36 -37 -38 -39 leaf_value=0.1467731246021059 1.2126105031967163 -0.30911956266216611 -0.64820025320976016 2.7797115459442137 0.21331730745456839 0.63240238080705913 -0.36526755491892493 0.46692628315516876 0.015018837311688592 1.5655573791503907 -0.60711187525229027 0.70114003144777737 -0.00074218415542062939 0.039912429697373332 1.1829610651366564 -0.42967039728164674 0.23917749677385605 0.56967642029126486 0.4030214996898876 -0.1914788697361946 0.1464050422112147 -0.22313073821689774 -0.097145179960462791 -0.3849803189878111 0.31979002746251917 -0.1973597128664861 0.21483467019122579 0.014461209346086553 -0.051760341644287111 -0.023000671785128747 -0.16374445037841795 0.17469952930103649 -0.10591504328178637 0.12895672492980956 0.36050618701510956 -0.19478926263536725 -0.33636292934417727 -0.41798722370250807 leaf_weight=54 20 23 31 20 54 35 33 21 34 25 22 26 132923 102 49 20 21 24 34 30 24 92 45 27 26 61 23 39 20 38 25 22 33 25 27 35 24 37 leaf_count=54 20 23 31 20 54 35 33 21 34 25 22 26 132923 102 49 20 21 24 34 30 24 92 45 27 26 61 23 39 20 38 25 22 33 25 27 35 24 37 internal_value=0 0.13294 0.365243 0.510758 0.305423 -0.000264861 -0.000430809 0.670066 0.458571 1.06401 -0.0473959 -0.000224689 -0.000391475 0.161022 0.583105 -0.000763972 0.331599 -0.00561246 -0.000638933 0.0879748 0.202497 -0.0806714 0.072198 -0.124354 -0.0928684 -0.0250827 0.383069 -0.11475 0.0972566 -0.0597271 -0.0132264 0.0494894 0.039542 -0.00467721 0.293497 -0.240127 -0.378775 -0.393134 internal_weight=0 754 272 241 221 133470 133435 100 54 46 121 133365 133298 297 103 133001 67 482 132957 271 156 194 99 211 184 126 74 100 41 115 85 60 82 58 50 58 44 70 internal_count=134224 754 272 241 221 133470 133435 100 54 46 121 133365 133298 297 103 133001 67 482 132957 271 156 194 99 211 184 126 74 100 41 115 85 60 82 58 50 58 44 70 cat_boundaries=0 6 7 12 13 14 cat_threshold=32768 135424 0 0 33554433 134217728 1864 0 262146 0 16842752 139264 1412 233 is_linear=0 shrinkage=0.01 Tree=318 num_leaves=23 num_cat=0 split_feature=0 4 5 5 1 1 3 9 6 14 7 7 9 9 1 4 26 1 7 1 14 1 split_gain=130388 575230 193135 446413 105948 97580.8 216190 88984.4 72601.3 47008.1 57667.6 75085.8 47223.6 48574.4 43936.5 15215.9 14874.3 33187.4 8239.37 4323.22 1437.27 475.153 threshold=212.70000000000005 242.64500000000001 223.35100000000003 120.129 789.60480000000007 395.70800000000008 46.485599999999998 58.936600000000006 276.13500000000005 479.13100000000003 657.87500000000011 783.98480000000006 553.50000000000011 482.64500000000004 311.36400000000009 1.7005140000000003 2022.5000000000002 480.00160000000005 9.2938305000000021 543.20000000000016 739.41125000000011 1066.3056000000001 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 3 7 5 9 15 8 14 10 12 -12 13 -1 -2 16 17 -7 -14 -18 -11 -6 right_child=1 -3 -4 -5 21 6 -8 -9 -10 20 11 -13 18 -15 -16 -17 19 -19 -20 -21 -22 -23 leaf_value=-0.0003060775437721866 0.080467337204735645 1.443595496416092 -0.75633530084733613 1.5415064179329645 -0.36161488576368855 0.524726231539691 1.2098508286476135 -0.5370052057504654 0.67620048713684089 -0.2791537532599076 0.72767843780517583 0.025631007414597732 -0.18204494861885906 0.48067554246811639 -0.36480419076007342 -0.14838761115074159 -0.010879811948659468 0.089650288200378431 -0.41457637739181524 0.15293816685676576 -0.19341131617041196 -0.41380735242688976 leaf_weight=132961 607 32 27 21 33 27 20 24 20 46 25 39 64 21 23 20 49 50 20 24 34 37 leaf_count=132961 607 32 27 21 33 27 20 24 20 46 25 39 64 21 23 20 49 50 20 24 34 37 internal_value=0 0.131611 0.0734621 0.105699 -0.000262212 -5.81206e-05 0.226404 0.060963 0.0830418 -0.000381128 -0.000235507 0.299868 -0.000379846 -0.000230123 0.0642114 0.110705 0.14525 0.242209 -0.23741 0.0429782 -0.242713 -0.389202 internal_weight=0 754 722 695 133470 133400 190 674 650 133210 133130 64 133066 132982 630 170 150 77 84 73 80 70 internal_count=134224 754 722 695 133470 133400 190 674 650 133210 133130 64 133066 132982 630 170 150 77 84 73 80 70 is_linear=0 shrinkage=0.01 Tree=319 num_leaves=21 num_cat=3 split_feature=0 4 3 9 2 1 25 0 7 25 9 7 11 3 3 0 25 7 9 1 split_gain=127793 563783 185525 175730 137089 103751 72593 132215 71032.8 78614 60930.4 55642.8 54360.7 48625.7 30176.7 26153.5 12852.2 8456.16 926.557 465.697 threshold=212.70000000000005 242.64500000000001 400.11250000000007 66.403050000000022 1048.2900000000002 789.60480000000007 0 242.89125000000004 657.87500000000011 1 783.98480000000006 783.98480000000006 751.80750000000012 5.0080000000000009 32.919000000000011 309.85375000000005 2 1043.5418000000002 1023.8910000000002 1066.3056000000001 decision_type=2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 9 2 2 2 left_child=4 2 3 6 5 8 7 -2 9 16 12 -10 -11 -9 15 -8 -1 -13 -12 -7 right_child=1 -3 -4 -5 -6 19 14 13 11 10 18 17 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.24828280718095841 0.71721200534275598 1.4291595363616945 1.0224257563352586 -0.74541558318667944 0.62550493294852116 -0.35799873597694165 0.055135398291930648 0.16212244329452513 0.6871887570161086 -0.00073338351438265214 -0.42308818101882933 0.235965484891619 0.3991733514561373 -0.26647671890258789 0.34243914820931176 -0.11707516922706213 0.094118864579521927 -0.051346658229827875 -0.33092834790547693 -0.40966927360843969 leaf_weight=114 42 32 20 27 35 33 161 225 26 132923 20 21 34 30 22 195 183 20 24 37 leaf_count=114 42 32 20 27 35 33 161 225 26 132923 20 21 34 30 22 195 183 20 24 37 internal_value=0 0.130295 0.0727275 0.0456706 -0.00025959 -0.000423728 0.077314 0.1909 -0.000221711 -0.00038533 -0.000754191 0.325302 -0.000631119 0.111699 -0.0165443 -0.0391934 0.159453 0.0958132 -0.372819 -0.38531 internal_weight=0 754 722 702 133470 133435 675 297 133365 133298 133001 67 132957 255 378 356 297 41 44 70 internal_count=134224 754 722 702 133470 133435 675 297 133365 133298 133001 67 132957 255 378 356 297 41 44 70 cat_boundaries=0 6 11 16 cat_threshold=33280 4096 17408 0 33554433 134217728 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 2 7 9 7 2 25 7 0 4 22 12 3 9 9 9 split_gain=131841 1.03545e+06 147928 77277.7 68677.1 66616 65415.2 374196 90754 240766 75232.6 60479.4 57499.4 51145.4 28262.6 14041.1 965.636 844.393 threshold=362.49400000000003 223.35100000000003 25.421000000000003 1048.2900000000002 1043.5418000000002 783.98480000000006 187.26000000000002 333.67962000000006 0 550.05000000000007 1083.9006000000002 544.35000000000002 288.94250000000005 189.64500000000004 43.669000000000011 673.83140000000014 442.89500000000004 396.4661000000001 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=3 2 5 4 6 15 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=-0.0010371026206216188 -0.040588684177398679 2.3030728055130352 0.75078718848850412 0.47613986604353964 -0.51456566132031956 -0.49249572644914902 0.049982630955545525 1.3032857883930207 0.0082985735522505717 1.1648002411768987 0.43260049080848695 -0.31951392081587815 0.53519063806533818 -0.50961277914047243 0.08214527292346413 0.2384566638583229 -0.016957822648378522 -0.12660317378384728 leaf_weight=133367 25 22 23 34 26 35 76 25 409 26 40 86 20 20 22 21 52 21 leaf_count=133367 25 22 23 34 26 35 76 25 409 26 40 86 20 20 22 21 52 21 internal_value=0 0.257039 0.00272969 -0.000546406 -0.000667251 -0.108993 -0.000567607 0.107675 0.0513848 0.304317 -0.0010183 -0.00114823 -0.000956701 -0.0154855 -0.237694 0.00380168 -0.0464815 -0.0798562 internal_weight=0 199 177 134151 134117 154 134091 556 531 102 133535 133495 133387 429 108 119 98 46 internal_count=134350 199 177 134151 134117 154 134091 556 531 102 133535 133495 133387 429 108 119 98 46 cat_boundaries=0 2 cat_threshold=4227072 1048576 is_linear=0 shrinkage=0.01 Tree=321 num_leaves=19 num_cat=1 split_feature=9 3 4 2 7 9 7 2 25 7 0 4 22 12 3 9 9 9 split_gain=129218 1.01484e+06 144984 75739.9 67310.4 65290.3 64113.4 366750 88948 235974 73735.5 59275.8 56355.2 50127.6 27700.2 13761.6 946.42 827.59 threshold=362.49400000000003 223.35100000000003 25.421000000000003 1048.2900000000002 1043.5418000000002 783.98480000000006 187.26000000000002 333.67962000000006 0 550.05000000000007 1083.9006000000002 544.35000000000002 288.94250000000005 189.64500000000004 43.669000000000011 673.83140000000014 442.89500000000004 396.4661000000001 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=3 2 5 4 6 15 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=-0.0010267314950701094 -0.040182798576354983 2.2800421469319954 0.74327930222386895 0.47137846722322352 -0.50942000279059774 -0.48757077789306641 0.049482804717201935 1.2902529289066791 0.0082155867267063015 1.1531522574791542 0.42827449703216552 -0.31631878468186359 0.52983869600296019 -0.50451665306091309 0.081323842431672594 0.23607209659758069 -0.01678824048775893 -0.12533714433511098 leaf_weight=133367 25 22 23 34 26 35 76 25 409 26 40 86 20 20 22 21 52 21 leaf_count=133367 25 22 23 34 26 35 76 25 409 26 40 86 20 20 22 21 52 21 internal_value=0 0.254469 0.00270239 -0.000540942 -0.000660578 -0.107903 -0.00056193 0.106599 0.050871 0.301274 -0.00100811 -0.00113674 -0.000947134 -0.0153307 -0.235318 0.00376366 -0.0460167 -0.0790576 internal_weight=0 199 177 134151 134117 154 134091 556 531 102 133535 133495 133387 429 108 119 98 46 internal_count=134350 199 177 134151 134117 154 134091 556 531 102 133535 133495 133387 429 108 119 98 46 cat_boundaries=0 2 cat_threshold=4227072 1048576 is_linear=0 shrinkage=0.01 Tree=322 num_leaves=19 num_cat=0 split_feature=9 3 4 2 9 22 12 3 0 5 0 0 1 9 3 12 9 9 split_gain=126646 994647 142099 74232.7 63991 55174 50558.5 44684.4 55263.3 181709 52254.4 41480.7 17674 13487.8 9366.09 2363.56 927.586 811.121 threshold=362.49400000000003 223.35100000000003 25.421000000000003 1048.2900000000002 783.98480000000006 288.94250000000005 482.64500000000004 650.90000000000009 431.47500000000008 120.129 362.49400000000003 10.211762000000002 24.275832000000005 673.83140000000014 782.62500000000011 756.4475000000001 442.89500000000004 396.4661000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 5 13 6 7 8 10 -10 -1 15 14 16 -9 -8 17 -2 right_child=1 -3 -4 -5 -6 -7 11 12 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.00051777625182110136 -0.039780964756011963 2.257241700725122 0.73584651242131771 0.46666465927572809 -0.48269506999424527 0.52454033994674687 -0.073109053831834067 0.0033901046117146812 0.065631786702384412 1.0406137930211568 -0.23892361320879152 -0.64350898003578183 -0.46299443017868769 0.23371137460072836 -0.21362374483528782 -0.19766693992614748 -0.016620359833423907 -0.1240837744304112 leaf_weight=133577 25 22 23 34 35 20 39 30 213 21 92 20 21 21 59 25 52 21 leaf_count=133577 25 22 23 34 35 20 39 30 213 21 92 20 21 21 59 25 52 21 internal_value=0 0.251924 0.00267536 -0.000535532 -0.106824 -0.000653972 -0.000732303 -0.000578574 -0.000413071 0.15313 -0.000681863 -0.245989 -0.202045 0.00372602 -0.140473 -0.121764 -0.0455566 -0.078267 internal_weight=0 199 177 134151 154 134117 134097 134013 133903 234 133669 84 110 119 89 64 98 46 internal_count=134350 199 177 134151 154 134117 134097 134013 133903 234 133669 84 110 119 89 64 98 46 is_linear=0 shrinkage=0.01 Tree=323 num_leaves=20 num_cat=0 split_feature=9 3 4 2 9 10 17 17 2 6 4 10 3 9 10 9 9 9 10 split_gain=124126 974853 139271 72755.4 62717.6 45081.5 40418.3 76715.9 35693.1 392934 50820.9 17396.2 45500.8 13219.4 3450.9 2345.12 909.127 794.979 44.1553 threshold=362.49400000000003 223.35100000000003 25.421000000000003 1048.2900000000002 783.98480000000006 360.62500000000006 662.73140000000001 407.74900000000008 271.95250000000004 110.64500000000001 1066.3056000000001 747.99000000000012 49.809750000000008 673.83140000000014 950.63250000000005 39.162500000000001 442.89500000000004 396.4661000000001 479.84000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 5 13 6 7 8 10 -10 -1 12 15 16 -13 18 17 -2 -7 right_child=1 -3 -4 -5 -6 11 -8 -9 9 -11 -12 14 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.00087068557892016328 -0.03938316373825073 2.234669234319167 0.72848804598269257 0.461998069005854 -0.47786811814989366 -0.12297456643798135 -0.38032777786254884 0.41713630112734706 0.010692514510297065 1.2358779157911028 0.43302288537776029 0.10709936878897929 -0.65211516356468191 0.23137425575937545 -0.072117787769862579 -0.23100229870189321 -0.01645415824193221 -0.12284293481281826 -0.10961771885553995 leaf_weight=133403 25 22 23 34 35 55 28 44 402 28 27 22 20 21 21 22 52 21 45 leaf_count=133403 25 22 23 34 35 55 28 44 402 28 27 22 20 21 21 22 52 21 45 internal_value=0 0.249405 0.00264861 -0.000530177 -0.105756 -0.000647432 -0.000431955 -0.000352517 -0.000489747 0.090472 -0.000782886 -0.156643 -0.210005 0.00368876 0.0195747 -0.137528 -0.045101 -0.0774844 -0.116964 internal_weight=0 199 177 134151 154 134117 133932 133904 133860 430 133430 185 142 119 43 122 98 46 100 internal_count=134350 199 177 134151 154 134117 133932 133904 133860 430 133430 185 142 119 43 122 98 46 100 is_linear=0 shrinkage=0.01 Tree=324 num_leaves=19 num_cat=1 split_feature=9 3 4 2 7 7 2 25 7 0 9 4 22 12 3 9 9 9 split_gain=121656 955454 136500 71307.6 65853.5 62606.7 356876 86976.7 231111 71931.1 61469.5 58511.4 54091.8 49017.5 27089.8 12956.3 891.036 779.159 threshold=362.49400000000003 223.35100000000003 25.421000000000003 1048.2900000000002 1043.5418000000002 187.26000000000002 333.67962000000006 0 550.05000000000007 1083.9006000000002 783.98480000000006 544.35000000000002 288.94250000000005 106.31000000000002 43.669000000000011 673.83140000000014 442.89500000000004 396.4661000000001 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=3 2 10 4 5 9 7 8 -7 11 15 12 -1 -9 -13 16 17 -2 right_child=1 -3 -4 -5 -6 6 -8 13 -10 -11 -12 14 -14 -15 -16 -17 -18 -19 leaf_value=-0.0010009391569848927 -0.038989324569702152 2.2123225628245962 0.72120316629824432 0.45737802968305702 -0.50386426733090328 0.048791496236073345 1.2729625288963318 0.011709941085751536 1.1410274358896109 0.42301323795318602 -0.47308943843841555 -0.31388102000535922 0.51909461116790778 -0.43627653011908896 0.07935587876899676 0.22906052765392124 -0.016289615539404063 -0.1216145043713706 leaf_weight=133367 25 22 23 34 26 76 25 403 26 40 35 86 20 26 22 21 52 21 leaf_count=133367 25 22 23 34 26 76 25 403 26 40 35 86 20 26 22 21 52 21 internal_value=0 0.246911 0.00262212 -0.000524875 -0.000640958 -0.000543384 0.10535 0.0503781 0.29799 -0.000984295 -0.104698 -0.00111134 -0.000922956 -0.015089 -0.233777 0.00365188 -0.04465 -0.0767095 internal_weight=0 199 177 134151 134117 134091 556 531 102 133535 154 133495 133387 429 108 119 98 46 internal_count=134350 199 177 134151 134117 134091 556 531 102 133535 154 133495 133387 429 108 119 98 46 cat_boundaries=0 2 cat_threshold=4227072 1048576 is_linear=0 shrinkage=0.01 Tree=325 num_leaves=13 num_cat=1 split_feature=18 4 2 22 5 9 17 4 25 1 4 26 split_gain=90279.3 77871.1 75015 73517.7 66076.2 362652 108639 46770.4 45948.9 40694.4 41149.5 51066.5 threshold=747.99000000000012 650.90000000000009 1048.2900000000002 288.94250000000005 171.57300000000001 292.55550000000005 126.14700000000002 544.35000000000002 0 38.037500000000009 1066.3056000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 2 3 4 7 6 -6 8 -1 10 11 -3 right_child=-2 9 -4 -5 5 -7 -8 -9 -10 -11 -12 -13 leaf_value=0.018540932285477516 0.67161092150211332 0.34837565867900849 -0.41812502550524339 0.59125112715221595 0.030763592573167266 1.3583241345665673 0.67731014746206786 -0.38937659884652781 -0.0026816879237503049 0.67528779602050781 0.46163416679017244 -0.25907517763876148 leaf_weight=11122 20 25 43 21 694 22 27 31 122085 20 32 31 leaf_count=11122 20 25 43 21 694 22 27 31 122085 20 32 31 internal_value=0 -0.000299511 -0.00051577 -0.000381763 -0.000474495 0.0935672 0.0549755 -0.000998917 -0.000908534 0.268112 0.175572 0.0121082 internal_weight=0 134153 134045 134002 133981 743 721 133238 133207 108 88 56 internal_count=134173 134153 134045 134002 133981 743 721 133238 133207 108 88 56 cat_boundaries=0 6 cat_threshold=2151940096 394241 140496 2303787168 34246722 278657 is_linear=0 shrinkage=0.01 Tree=326 num_leaves=10 num_cat=0 split_feature=7 3 4 7 22 2 11 26 7 split_gain=88631.1 128220 85338.3 78562.3 72077 65502.7 58514.5 25709.4 1206.2 threshold=783.98480000000006 1048.2900000000002 783.48000000000013 657.87500000000011 288.94250000000005 1048.2900000000002 481.77300000000008 2022.5000000000002 1043.5418000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -4 -2 right_child=8 -3 7 -5 -6 -7 -8 -9 -10 leaf_value=-0.00062095510890616031 -0.33212125837802886 0.64303271201349077 0.091779462623596195 0.50300459707936929 0.58533858617146817 -0.39541465645744689 0.23667139110656885 0.49174135198858049 -0.41964462134145919 leaf_weight=133811 32 31 25 31 21 42 104 45 31 leaf_count=133811 32 31 25 31 21 42 104 45 31 internal_value=0 -2.11923e-05 -0.000169871 -0.000352207 -0.000468675 -0.00056051 -0.000436671 0.348898 -0.375188 internal_weight=0 134110 134079 134009 133978 133957 133915 70 63 internal_count=134173 134110 134079 134009 133978 133957 133915 70 63 is_linear=0 shrinkage=0.01 Tree=327 num_leaves=10 num_cat=1 split_feature=18 7 3 4 22 7 25 7 4 split_gain=88441 84842 125709 83689.8 70639.6 54542 37353.9 1129.7 471.057 threshold=747.99000000000012 783.98480000000006 1048.2900000000002 783.48000000000013 288.94250000000005 657.87500000000011 0 1043.5418000000002 1066.3056000000001 decision_type=2 2 2 2 2 2 9 2 2 left_child=1 2 3 4 5 6 -1 -3 -5 right_child=-2 7 -4 8 -6 -7 -8 -9 -10 leaf_value=-0.12350013151825198 0.6647400648593903 -0.32880004107952121 0.63660242326797978 0.37210196985917932 0.57948524202619278 0.42579781786600751 -0.00041067935211298835 -0.41421648518244425 0.32019868483146036 leaf_weight=237 20 32 31 34 21 30 133702 30 36 leaf_count=237 20 32 31 34 21 30 133702 30 36 internal_value=0 -0.000294507 -0.000123505 -0.000270741 -0.000451333 -0.00054224 -0.000637733 -0.370131 0.345409 internal_weight=0 134153 134091 134060 133990 133969 133939 62 70 internal_count=134173 134153 134091 134060 133990 133969 133939 62 70 cat_boundaries=0 5 cat_threshold=1048576 2 262144 0 134226432 is_linear=0 shrinkage=0.01 Tree=328 num_leaves=11 num_cat=0 split_feature=18 7 4 22 2 6 7 6 26 7 split_gain=86681.1 83153.6 81954.5 69198.7 64213.1 72722 53427.8 30777.2 25209.5 1107.22 threshold=747.99000000000012 783.98480000000006 783.48000000000013 288.94250000000005 1048.2900000000002 783.98480000000006 657.87500000000011 1043.5418000000002 2022.5000000000002 1043.5418000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -4 -3 right_child=-2 9 8 -5 -6 7 -8 -9 -10 -11 leaf_value=-0.00051763521875668281 0.65809263992309563 -0.32551204130053518 0.08734826831817627 0.57369037628173825 -0.39133915605999181 0.56779847314280851 0.42153982957204184 0.1104147808466639 0.483402812216017 -0.41007432198524479 leaf_weight=133869 20 32 25 21 42 31 30 28 45 30 leaf_count=133869 20 32 25 21 42 31 30 28 45 30 internal_value=0 -0.000291654 -0.000122362 -0.000301031 -0.000390985 -0.000268411 -0.000423073 0.350735 0.341955 -0.366429 internal_weight=0 134153 134091 134021 134000 133958 133899 59 70 62 internal_count=134173 134153 134091 134021 134000 133958 133899 59 70 62 is_linear=0 shrinkage=0.01 Tree=329 num_leaves=11 num_cat=0 split_feature=18 3 4 3 4 2 22 0 8 26 split_gain=84956.1 82757.4 72660.3 182840 103297 82223.5 67866.1 50988.2 46262.5 1979.45 threshold=747.99000000000012 1048.2900000000002 650.90000000000009 80.954000000000022 1066.3056000000001 1048.2900000000002 288.94250000000005 1083.9006000000002 804.02882000000011 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 9 6 7 8 -1 -4 right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 -11 leaf_value=-0.00035118124185222309 0.65151170516014101 0.49300868595347686 -0.29577149893926541 1.0085703861236572 0.51444290226903455 -0.44301268180211389 0.5679534685044062 -0.36682634454024465 -0.29310695860120989 -0.17333135035730177 leaf_weight=133856 20 34 23 25 29 42 21 38 54 31 leaf_count=133856 20 34 23 25 29 42 21 38 54 31 internal_value=0 -0.000288738 -0.000413792 0.258862 0.0330461 -0.000622743 -0.000484051 -0.000573169 -0.000469237 -0.225482 internal_weight=0 134153 134119 108 83 134011 133969 133948 133910 54 internal_count=134173 134153 134119 108 83 134011 133969 133948 133910 54 is_linear=0 shrinkage=0.01 Tree=330 num_leaves=20 num_cat=4 split_feature=2 25 0 8 18 17 25 11 1 3 19 25 3 25 11 2 1 26 8 split_gain=91190.1 84501.2 120992 108725 119364 70648.3 56726.1 71251.8 28025 91683.9 54825.7 53032.7 41052.9 18387.4 30125.3 24939.5 9536.11 3441.07 3090.42 threshold=1048.2900000000002 0 1083.9006000000002 571.7600000000001 334.44375000000008 515.65075000000013 1 648.37500000000011 17.552500000000006 317.21700000000004 102.03000000000002 2 650.90000000000009 3 36.937500000000007 271.95250000000004 224.14500000000001 2022.5000000000002 804.02882000000011 decision_type=2 9 2 2 2 2 9 2 2 2 2 9 2 9 2 2 2 2 2 left_child=1 2 3 4 6 8 17 -8 12 10 11 -10 13 15 -15 -3 -11 -1 -5 right_child=-2 5 -4 18 -6 -7 7 -9 9 16 -12 -13 -14 14 -16 -17 -18 -19 -20 leaf_value=0.17902946243286136 0.4973499839370315 0.0057499834308553403 0.79115441821870347 -0.37797543961068863 0.76949037638577555 0.5103530629475912 0.025786765479188449 0.54043493129588938 0.060094084834983581 -0.29615796958208085 0.45331457169850664 -0.007930180360641895 0.27876526988469641 -0.0045534963175863077 0.049961772273290989 0.18050252100316488 -0.58911704921722408 0.27275530024272643 -0.54375836686654522 leaf_weight=75 37 20042 21 23 22 27 7368 27 2174 25 30 2413 52 100451 1024 82 20 82 22 leaf_count=75 37 20042 21 23 22 27 7368 27 2174 25 30 2413 52 100451 1024 82 20 82 22 internal_value=0 0.000834362 0.033107 0.0310611 0.0339729 -0.00111975 0.0318302 0.0276284 -0.00122917 0.0228322 0.0272103 0.0244235 -0.00215127 -0.0022714 -0.00400298 0.00645884 -0.426362 0.21433 -0.459025 internal_weight=0 133980 7640 7619 7574 126340 7552 7395 126313 4662 4617 4587 121651 121599 101475 20124 45 157 45 internal_count=134017 133980 7640 7619 7574 126340 7552 7395 126313 4662 4617 4587 121651 121599 101475 20124 45 157 45 cat_boundaries=0 6 11 17 23 cat_threshold=2148564992 67502083 274452 420478976 143424 8737 0 0 4 0 8192 817906180 537920544 17664 131108 16777474 18432 33554560 271653696 1115819392 3762815360 4734976 134480896 is_linear=0 shrinkage=0.01 Tree=331 num_leaves=21 num_cat=3 split_feature=2 25 0 8 18 17 25 11 12 3 3 3 7 1 24 18 0 1 26 8 split_gain=89375.4 82819.5 118585 106561 116988 69242.4 55597.3 69833.9 34884 284511 57750.2 50722.8 104311 50228.2 128630 46352.5 27704.2 23478 3372.6 3028.92 threshold=1048.2900000000002 0 1083.9006000000002 571.7600000000001 334.44375000000008 515.65075000000013 1 648.37500000000011 31.398750000000003 232.66575000000003 150.51452500000002 317.21700000000004 110.69500000000002 271.85500000000002 2 12.658800000000003 542.34225000000004 24.275832000000005 2022.5000000000002 804.02882000000011 decision_type=2 9 2 2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 3 4 6 8 18 -8 11 10 15 13 17 16 -15 -10 -3 -13 -1 -5 right_child=-2 5 -4 19 -6 -7 7 -9 9 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 leaf_value=0.17723914566040042 0.49237649582527782 -0.0019784388995619045 0.78324279966808508 -0.37419569139895231 0.76179551297968096 0.50524954619231044 0.025528897694175524 0.53503056420220274 0.0082919869194401502 1.2300358708500863 0.48858553886413575 -0.038499744569554045 -0.8419159679412842 0.3611315907402472 -0.054833435061905127 0.23173658475430325 0.18417362421751024 -0.33774227834036274 0.27002774343257996 -0.53832077784971755 leaf_weight=75 37 124082 21 23 22 27 7368 27 1492 20 27 170 20 122 170 99 80 31 82 22 leaf_count=75 37 124082 21 23 22 27 7368 27 1492 20 27 170 20 122 170 99 80 31 82 22 internal_value=0 0.000826057 0.0327759 0.0307505 0.0336331 -0.00110851 0.0315119 0.0273522 -0.00121684 0.0446313 0.0299786 -0.0018192 -0.153182 -0.00155042 0.12945 0.0221958 -0.0018585 -0.0846516 0.212187 -0.454435 internal_weight=0 133980 7640 7619 7574 126340 7552 7395 126313 1638 1618 124675 221 124454 292 1591 124162 201 157 45 internal_count=134017 133980 7640 7619 7574 126340 7552 7395 126313 1638 1618 124675 221 124454 292 1591 124162 201 157 45 cat_boundaries=0 6 11 12 cat_threshold=2148564992 67502083 274452 420478976 143424 8737 0 0 4 0 8192 812 is_linear=0 shrinkage=0.01 Tree=332 num_leaves=14 num_cat=0 split_feature=2 8 4 10 18 22 4 0 9 10 10 8 8 split_gain=87596.7 70925.2 129371 72114.7 64364.7 52803.9 45140.2 380621 59424 33654 14634.7 8336.34 21517.5 threshold=1048.2900000000002 571.7600000000001 8.0855000000000015 638.18750000000011 650.90000000000009 255.07275000000001 363.67400000000004 150.01600000000005 245.22000000000006 747.99000000000012 950.63250000000005 804.02882000000011 673.83140000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 4 5 6 8 -8 -1 -5 -11 12 -3 right_child=-2 2 -4 9 -6 -7 7 -9 -10 10 -12 -13 -14 leaf_value=0.00077166268585174887 0.4874527137343948 -0.24738507795333864 -0.95821251528603701 0.64828599106181761 0.52982285665429163 0.51456215047836307 0.024003923996573404 1.457232756614685 -0.13102138590187096 -0.021862359728131976 0.3362263854980469 -0.18858064112275144 0.18207490784781322 leaf_weight=133142 37 20 21 22 23 20 252 20 343 21 25 43 28 leaf_count=133142 37 20 21 22 23 20 252 20 343 21 25 43 28 internal_value=0 0.000818025 -0.250724 0.00102848 0.000863013 0.00077207 0.000695246 0.129388 0.00043301 0.326601 0.172751 -0.0874568 0.00313325 internal_weight=0 133980 112 133868 133800 133777 133757 272 133485 68 46 91 48 internal_count=134017 133980 112 133868 133800 133777 133757 272 133485 68 46 91 48 is_linear=0 shrinkage=0.01 Tree=333 num_leaves=14 num_cat=0 split_feature=2 8 4 10 18 22 4 0 9 10 10 8 8 split_gain=85853.6 69513.8 126796 70679.7 63083.9 51753.1 44259.1 340953 56290.1 32984.3 14343.4 8170.45 21089.3 threshold=1048.2900000000002 571.7600000000001 8.0855000000000015 638.18750000000011 650.90000000000009 255.07275000000001 440.18000000000006 45.662525000000009 1023.8910000000002 747.99000000000012 950.63250000000005 804.02882000000011 673.83140000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 4 5 6 8 -8 -1 -5 -11 12 -3 right_child=-2 2 -4 9 -6 -7 7 -9 -10 10 -12 -13 -14 leaf_value=0.00054514447561319391 0.48257822474917855 -0.24491121482849121 -0.94863038290114632 0.64180317141792997 0.52452463689057727 0.50941652774810797 -0.0031320895652540703 1.267443751320243 -0.53001349067687986 -0.021643739881969631 0.33286413078308108 -0.1866948353551155 0.18025416578565323 leaf_weight=133537 37 20 21 22 23 20 176 24 20 21 25 43 28 leaf_count=133537 37 20 21 22 23 20 176 24 20 21 25 43 28 internal_value=0 0.000809845 -0.248216 0.00101819 0.000854383 0.00076435 0.000688294 0.149337 0.000465694 0.323335 0.171024 -0.0865823 0.00310192 internal_weight=0 133980 112 133868 133800 133777 133757 200 133557 68 46 91 48 internal_count=134017 133980 112 133868 133800 133777 133757 200 133557 68 46 91 48 is_linear=0 shrinkage=0.01 Tree=334 num_leaves=27 num_cat=2 split_feature=25 0 12 6 2 9 9 8 17 15 6 2 12 5 6 25 0 5 0 9 8 5 2 8 4 12 split_gain=84186.3 115017 107789 110508 70433.3 68201.7 449629 82079.6 67687.9 66323.8 59681.2 44583.1 33719.1 178432 54123.6 47068.8 38586.1 33417.7 32611.5 32249.9 22919.3 16681 15245.4 15212.5 6056.16 2800.5 threshold=0 1083.9006000000002 293.48250000000002 442.27000000000004 1048.2900000000002 21.909000000000002 12.441000000000001 73.217700000000022 515.65075000000013 10.855000000000002 657.87500000000011 154.91865000000004 31.398750000000003 242.64500000000001 318.53250000000008 1 38.841000000000008 364.99000000000007 161.24750000000003 225.07500000000002 154.34850000000003 109.12700000000002 39.505000000000003 5.6142500000000011 16.771710000000002 482.64500000000004 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 left_child=1 2 3 5 8 6 9 11 12 -1 -5 -7 14 15 17 16 -14 19 -17 -2 -9 24 -19 25 -16 -4 right_child=4 -3 23 10 -6 7 -8 20 -10 -11 -12 -13 13 -15 21 18 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.039945694403855231 -0.0011156886338239687 0.77265304020472936 -0.16570258827209472 0.77128402773539229 0.59239864158630373 -0.12410032078868052 1.5362431411743165 0.51594790805469859 0.49955780241224501 -0.1485635818882535 0.17108572367075328 -0.57173913160959877 0.088605234767939592 0.98262174832820892 -0.10336747958404678 0.0077079229271971523 0.39122480534492654 -0.1902330174767054 -0.29400002995052854 -0.11643051814149928 0.091005378723144528 -0.40843720397949218 0.10633770322799682 -0.55395079352638943 -0.25395907860813721 -0.30427905327933175 leaf_weight=6685 124291 21 25 30 20 305 20 22 27 192 37 24 407 20 140 1129 47 130 37 243 30 25 20 22 33 35 leaf_count=6685 124291 21 25 30 20 305 20 22 27 192 37 24 407 20 140 1129 47 130 37 243 30 25 20 22 33 35 internal_value=0 0.0335829 0.0315384 0.0355636 -0.000990422 0.031842 0.0390369 -0.0984024 -0.00108428 0.0346827 0.439831 -0.156755 -0.00119112 0.0438577 -0.00178272 0.032268 0.117349 -0.00152037 -0.00185013 -0.0013407 0.270789 -0.166985 -0.15069 -0.329015 -0.132093 -0.246539 internal_weight=0 7448 7427 7345 126569 7278 6897 381 126549 6877 67 329 126522 1640 124882 1620 454 124684 1166 124534 52 198 150 82 173 60 internal_count=134017 7448 7427 7345 126569 7278 6897 381 126549 6877 67 329 126522 1640 124882 1620 454 124684 1166 124534 52 198 150 82 173 60 cat_boundaries=0 6 12 cat_threshold=2148564992 67502083 274452 285212672 143424 8737 2163712 1052928 536874240 32 16793600 16 is_linear=0 shrinkage=0.01 Tree=335 num_leaves=16 num_cat=5 split_feature=3 9 2 25 24 11 11 25 25 24 26 26 11 11 26 split_gain=174419 91348.1 92503 62933.2 106916 45772.9 44079.3 34279.7 19736.6 108311 15079.2 13137.3 2781.88 688.9 560.984 threshold=1048.2900000000002 1023.8910000000002 783.48000000000013 0 1 543.53000000000009 481.77300000000008 2 3 4 2022.5000000000002 2022.5000000000002 648.37500000000011 944.45425000000012 2022.5000000000002 decision_type=2 2 2 9 1 2 2 9 9 1 2 2 2 2 2 left_child=1 2 3 4 11 6 7 -5 9 -6 -4 -1 -7 -14 -10 right_child=-2 -3 10 5 8 12 -8 -9 14 -11 -12 -13 13 -15 -16 leaf_value=-0.0040455872671944755 0.69577098369598389 0.58121999387387879 0.17642971260207041 -0.11700189175325282 -0.14290441106713336 -0.14912309485673905 0.44648503520271993 -0.00094644220461374319 0.2900537893327616 0.21911342016080532 0.47328873742710464 -0.13843355188767115 -0.25979074099484611 -0.33375476312637331 0.33347951602935794 leaf_weight=147 36 27 28 245 105 20 22 133133 59 318 44 144 34 20 60 leaf_count=147 36 27 28 245 105 20 22 133133 59 318 44 144 34 20 60 internal_value=0 -0.000379669 -0.000496526 -0.000688627 0.0854425 -0.00123247 -0.00109464 -0.00116847 0.167676 0.128026 0.357844 -0.0682031 -0.249871 -0.287185 0.287767 internal_weight=0 134406 134379 134307 833 133474 133400 133378 542 423 72 291 74 54 119 internal_count=134442 134406 134379 134307 833 133474 133400 133378 542 423 72 291 74 54 119 cat_boundaries=0 6 7 12 18 19 cat_threshold=0 262146 4100 134283264 131072 8704 282 2147483648 0 0 16777216 8256 0 262144 4096 134217728 0 8704 1056 is_linear=0 shrinkage=0.01 Tree=336 num_leaves=15 num_cat=2 split_feature=3 9 2 25 24 11 11 1 20 6 26 26 11 11 split_gain=170948 89530.3 90662.2 61694 104801 44862 43202.2 42223.9 39549.3 23299.3 14779.1 12875.9 2726.52 675.191 threshold=1048.2900000000002 1023.8910000000002 783.48000000000013 0 1 543.53000000000009 481.77300000000008 29.184500000000003 190.68000000000004 22.826230000000006 2022.5000000000002 2022.5000000000002 648.37500000000011 944.45425000000012 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 11 6 8 9 -5 -6 -4 -1 -7 -14 right_child=-2 -3 10 5 7 12 -8 -9 -10 -11 -12 -13 13 -15 leaf_value=-0.0040051263692427652 0.68881327788035085 0.57540785400955763 0.17466541239193509 -0.0013097145520844682 0.17539520823186444 -0.14763186204433443 0.44202019561420791 -0.22412795286912185 0.19284411878812882 0.52352452135086058 0.46855582627383141 -0.13704921730690534 -0.25719283426509182 -0.33041722011566166 leaf_weight=147 36 27 28 133273 496 20 22 26 105 20 44 144 34 20 leaf_count=147 36 27 28 133273 496 20 22 26 105 20 44 144 34 20 internal_value=0 -0.000375903 -0.000491592 -0.000681772 0.0845971 -0.00122024 -0.00108378 0.166013 -0.00115687 0.188889 0.354265 -0.0675211 -0.247372 -0.284313 internal_weight=0 134406 134379 134307 833 133474 133400 542 133378 516 72 291 74 54 internal_count=134442 134406 134379 134307 833 133474 133400 542 133378 516 72 291 74 54 cat_boundaries=0 6 7 cat_threshold=0 262146 4100 134283264 131072 8704 282 is_linear=0 shrinkage=0.01 Tree=337 num_leaves=15 num_cat=3 split_feature=3 9 2 25 24 11 11 1 20 25 26 26 11 11 split_gain=167546 87748.6 88858.1 60466.3 102715 43969.2 42342.4 41383.7 38762.3 22654.6 14485 12619.7 2672.26 661.755 threshold=1048.2900000000002 1023.8910000000002 783.48000000000013 0 1 543.53000000000009 481.77300000000008 29.184500000000003 190.68000000000004 2 2022.5000000000002 2022.5000000000002 648.37500000000011 944.45425000000012 decision_type=2 2 2 9 1 2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 11 6 8 9 -5 -6 -4 -1 -7 -14 right_child=-2 -3 10 5 7 12 -8 -9 -10 -11 -12 -13 13 -15 leaf_value=-0.003965079638422752 0.68192517333560521 0.56965374699345339 0.17291877831731522 -0.0012966173560978414 0.25188931221547334 -0.14615554070472717 0.43759997931393713 -0.22188667590801534 0.19091568073772247 0.10373230501321645 0.46387029539455066 -0.13567872353725963 -0.25462090380051555 -0.3271130528450012 leaf_weight=147 36 27 28 133273 266 20 22 26 105 250 44 144 34 20 leaf_count=147 36 27 28 133273 266 20 22 26 105 250 44 144 34 20 internal_value=0 -0.000372144 -0.000486676 -0.000674954 0.0837511 -0.00120803 -0.00107294 0.164353 -0.0011453 0.187 0.350722 -0.0668459 -0.244898 -0.28147 internal_weight=0 134406 134379 134307 833 133474 133400 542 133378 516 72 291 74 54 internal_count=134442 134406 134379 134307 833 133474 133400 542 133378 516 72 291 74 54 cat_boundaries=0 6 7 11 cat_threshold=0 262146 4100 134283264 131072 8704 282 0 2 4100 65536 is_linear=0 shrinkage=0.01 Tree=338 num_leaves=10 num_cat=0 split_feature=3 9 2 18 20 13 1 26 20 split_gain=164212 86002.3 87089.7 38208.9 37641.2 34974.8 33093.8 14196.8 4842.15 threshold=1048.2900000000002 1023.8910000000002 783.48000000000013 650.90000000000009 324.92500000000007 751.80750000000012 40.324500000000008 2022.5000000000002 576.88750000000016 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -4 -6 right_child=-2 -3 7 -5 8 -7 -8 -9 -10 leaf_value=-0.0015219133577567795 0.67510591559939914 0.56395722353899924 0.17118954999106273 0.36227316987925562 0.18697160243988037 -0.30026425178234395 0.031452412185234056 0.45923159447583289 0.39448679468848491 leaf_weight=131078 36 27 28 29 23 39 3116 44 22 leaf_count=131078 36 27 28 29 23 39 3116 44 22 internal_value=0 -0.000368158 -0.000481545 -0.00066794 -0.000746324 -0.000843265 -0.000756246 0.347215 0.288423 internal_weight=0 134406 134379 134307 134278 134233 134194 72 45 internal_count=134442 134406 134379 134307 134278 134233 134194 72 45 is_linear=0 shrinkage=0.01 Tree=339 num_leaves=11 num_cat=0 split_feature=9 2 7 6 9 9 2 6 0 26 split_gain=84236.8 85267.8 79895.8 101131 63322.6 85162 626239 63103.1 49063.9 13914.3 threshold=1023.8910000000002 783.48000000000013 1043.5418000000002 783.98480000000006 783.98480000000006 362.49400000000003 34.591000000000001 1043.5418000000002 542.34225000000004 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 8 -7 -5 -1 -3 right_child=-2 9 -4 7 -6 6 -8 -9 -10 -11 leaf_value=-0.00049989755752697816 0.55831764574404119 0.16947768773351396 -0.50809302353089858 0.71521695643663408 -0.49400067824583788 -0.030179541022516788 1.7962354516983032 0.036890512108802793 -0.17252664850418825 0.45463928439400414 leaf_weight=133914 27 28 31 32 26 128 22 24 166 44 leaf_count=133914 27 28 31 32 26 128 22 24 166 44 internal_value=0 -0.000297598 -0.000481983 -0.000364824 -0.000542043 -0.000446461 0.237695 0.424506 -0.000712878 0.343743 internal_weight=0 134415 134343 134312 134256 134230 150 56 134080 72 internal_count=134442 134415 134343 134312 134256 134230 150 56 134080 72 is_linear=0 shrinkage=0.01 Tree=340 num_leaves=11 num_cat=0 split_feature=3 2 7 7 3 2 0 9 7 3 split_gain=142635 123506 78299.3 108504 52783.9 46901.8 53034.9 37099.5 24122.2 20441.6 threshold=782.62500000000011 60.492500000000007 783.98480000000006 657.87500000000011 650.90000000000009 1048.2900000000002 1083.9006000000002 1023.8910000000002 1043.5418000000002 1048.2900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=2 9 3 4 5 6 7 -1 -4 -2 right_child=1 -3 8 -5 -6 -7 -8 -9 -10 -11 leaf_value=-0.00038927539398860402 -0.0042729692105893738 1.1102046117782594 -0.55140574350953109 0.61153429458881248 -0.37786170147560738 0.35116348366988331 0.35093109973641329 0.39281410853068033 -0.14133300914214206 0.38485316735726821 leaf_weight=134153 27 20 32 29 37 38 43 24 26 27 leaf_count=134153 27 20 32 29 37 38 43 24 26 27 internal_value=0 0.438916 -0.000237582 -7.89662e-05 -0.00021104 -0.000106963 -0.000206414 -0.000318944 -0.36758 0.19029 internal_weight=0 74 134382 134324 134295 134258 134220 134177 58 54 internal_count=134456 74 134382 134324 134295 134258 134220 134177 58 54 is_linear=0 shrinkage=0.01 Tree=341 num_leaves=15 num_cat=3 split_feature=3 26 7 7 25 24 2 0 0 24 26 7 26 26 split_gain=139796 250070 76741.1 106345 70446.2 345754 98012.2 88840.8 72734.2 46038.9 45236.2 23642.2 7574.54 119.349 threshold=782.62500000000011 2022.5000000000002 783.98480000000006 657.87500000000011 0 1 1048.2900000000002 1083.9006000000002 542.34225000000004 2 2022.5000000000002 1043.5418000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 9 1 2 2 2 1 2 2 2 2 left_child=2 -2 3 4 5 12 7 8 -6 10 -7 -4 -1 -11 right_child=1 -3 11 -5 6 9 -8 -9 -10 13 -12 -13 -14 -15 leaf_value=0.51685154816199996 -0.33244931945094358 0.87512960028141107 -0.54589169159531592 0.60541892117467422 -0.00065306513537798669 -0.15096905572073799 0.54431927189682472 0.4827202666433234 -0.2533512245981317 -0.212500392979589 0.23034713227408271 -0.13991967027003949 0.67522651854015536 -0.23196176750072536 leaf_weight=58 27 47 32 29 133736 56 33 38 114 58 70 26 63 69 leaf_count=58 27 47 32 29 133736 56 33 38 114 58 70 26 63 69 internal_value=0 0.434526 -0.000235206 -7.81766e-05 -0.000208929 0.135042 -0.000596684 -0.000731036 -0.000868288 -0.0785565 0.0563973 -0.363904 0.553562 -0.206791 internal_weight=0 74 134382 134324 134295 374 133921 133888 133850 253 126 58 121 127 internal_count=134456 74 134382 134324 134295 374 133921 133888 133850 253 126 58 121 127 cat_boundaries=0 5 6 7 cat_threshold=0 2 4 0 33562624 1572 210 is_linear=0 shrinkage=0.01 Tree=342 num_leaves=20 num_cat=1 split_feature=7 25 6 7 0 2 6 6 0 15 2 5 26 0 13 0 0 7 26 split_gain=97910.4 80960 189767 167524 175513 572932 93558.3 143114 89331.7 83039.9 62223.4 76720.4 58699.1 55783.2 45204.3 27456.9 25312.5 13549.5 11015.4 threshold=783.98480000000006 0 657.87500000000011 482.16800000000006 309.85375000000005 23.769000000000002 657.87500000000011 442.27000000000004 542.34225000000004 1.1640000000000004 1048.2900000000002 650.90000000000009 2022.5000000000002 542.34225000000004 638.18750000000011 643.62800000000016 431.47500000000008 1043.5418000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 4 6 12 7 9 10 -1 11 14 16 -14 -3 -10 -6 -2 -17 right_child=17 2 -4 -5 5 -7 -8 -9 15 -11 -12 -13 13 -15 -16 18 -18 -19 -20 leaf_value=0.026203679544317189 -0.54043277129530909 -0.0022257295254128652 0.59637904592280122 0.67521622610092169 -0.40063947428827706 1.6270599363590108 -0.48818664630254111 0.71214595588048302 -0.62413598385724156 -0.14317377236957352 0.54239650907970616 0.37840165849001905 0.01314253181219101 0.62432855980736868 0.45110670176419349 -0.33770690149731108 0.0071648740768432617 -0.24461630944410961 -0.082714022099971779 leaf_weight=8232 32 125360 53 40 23 29 36 30 22 300 21 53 32 28 22 36 45 30 32 leaf_count=8232 32 125360 53 40 23 29 36 30 22 300 21 53 32 28 22 36 45 30 32 internal_value=0 0.000187318 -0.0018675 0.0295002 0.0265837 0.357925 0.0205334 0.0226724 -0.0021202 0.0202481 -0.00189427 -0.00198539 0.0703865 0.298363 -0.00214619 -0.317059 -0.130769 -0.397296 -0.21771 internal_weight=0 134394 125599 8795 8755 157 8598 8562 125546 8532 125456 125435 128 60 125382 90 68 62 68 internal_count=134456 134394 125599 8795 8755 157 8598 8562 125546 8532 125456 125435 128 60 125382 90 68 62 68 cat_boundaries=0 6 cat_threshold=2151710720 604110850 1073741956 269516800 34091520 8353 is_linear=0 shrinkage=0.01 Tree=343 num_leaves=11 num_cat=1 split_feature=3 26 7 7 25 2 0 0 7 26 split_gain=136571 244462 73519.8 103102 68791.7 94492.8 86136.3 71119.9 22831.9 22591.3 threshold=782.62500000000011 2022.5000000000002 783.98480000000006 657.87500000000011 0 1048.2900000000002 1083.9006000000002 542.34225000000004 1043.5418000000002 2022.5000000000002 decision_type=2 2 2 2 9 2 2 2 2 2 left_child=2 -2 3 4 9 6 7 -6 -4 -1 right_child=1 -3 8 -5 5 -7 -8 -9 -10 -11 leaf_value=0.052788190287212995 -0.32884274835939764 0.86511947104271425 -0.53502844184637066 0.59611657142639163 -0.00064497414924373801 0.53445232275760535 0.4753132222828112 -0.2505231041657297 -0.13607431890872809 0.208731263557283 leaf_weight=172 27 47 32 29 133736 33 38 114 26 202 leaf_count=172 27 47 32 29 133736 33 38 114 26 202 internal_value=0 0.429485 -0.000232511 -7.88124e-05 -0.000207556 -0.00059073 -0.000722649 -0.000857795 -0.356187 0.133446 internal_weight=0 74 134382 134324 134295 133921 133888 133850 58 374 internal_count=134456 74 134382 134324 134295 133921 133888 133850 58 374 cat_boundaries=0 5 cat_threshold=0 2 4 0 33562624 is_linear=0 shrinkage=0.01 Tree=344 num_leaves=11 num_cat=1 split_feature=3 26 7 7 25 2 0 0 7 26 split_gain=133853 239597 72056.8 101051 67422.7 92612.4 84422.2 69704.6 22377.5 22141.7 threshold=782.62500000000011 2022.5000000000002 783.98480000000006 657.87500000000011 0 1048.2900000000002 1083.9006000000002 542.34225000000004 1043.5418000000002 2022.5000000000002 decision_type=2 2 2 2 9 2 2 2 2 2 left_child=2 -2 3 4 9 6 7 -6 -4 -1 right_child=1 -3 8 -5 5 -7 -8 -9 -10 -11 leaf_value=0.052260308931040209 -0.32555431560233788 0.85646826602042991 -0.52967815548181529 0.59015545154439997 -0.0006385242627157707 0.52910782553932889 0.47056005728872202 -0.24801787547897874 -0.13471356201630375 0.20664394520296911 leaf_weight=172 27 47 32 29 133736 33 38 114 26 202 leaf_count=172 27 47 32 29 133736 33 38 114 26 202 internal_value=0 0.42519 -0.000230185 -7.80242e-05 -0.000205481 -0.000584823 -0.000715422 -0.000849217 -0.352625 0.132112 internal_weight=0 74 134382 134324 134295 133921 133888 133850 58 374 internal_count=134456 74 134382 134324 134295 133921 133888 133850 58 374 cat_boundaries=0 5 cat_threshold=0 2 4 0 33562624 is_linear=0 shrinkage=0.01 Tree=345 num_leaves=12 num_cat=1 split_feature=3 4 3 4 19 9 12 25 18 9 4 split_gain=287183 54091 183704 95582.6 52089.6 51274.8 89286.3 57102.2 124789 38305.8 3104.59 threshold=1048.2900000000002 650.90000000000009 80.954000000000022 1066.3056000000001 684.84926000000007 1023.8910000000002 648.37500000000011 0 369.25000000000006 482.64500000000004 783.48000000000013 decision_type=2 2 2 2 2 2 2 9 2 2 2 left_child=1 4 3 10 5 6 7 8 -1 -9 -3 right_child=-2 2 -4 -5 -6 -7 -8 9 -10 -11 -12 leaf_value=0.019246840564164952 0.90564586394173763 -0.16554932678054118 0.97473956222534186 0.53101131729457696 -0.49847811880565829 0.42748827184949606 -0.41084988351138135 -0.0022354281660073904 0.71280770411858185 -0.29734539348970762 -0.3160358315247756 leaf_weight=11677 35 29 25 23 21 28 53 122443 26 44 26 leaf_count=11677 35 29 25 23 21 28 53 122443 26 44 26 internal_value=0 -0.000299318 0.228776 -0.0103154 -0.000475016 -0.000397128 -0.000486375 -0.000324297 0.0207699 -0.00234125 -0.236688 internal_weight=0 134395 103 78 134292 134271 134243 134190 11703 122487 55 internal_count=134430 134395 103 78 134292 134271 134243 134190 11703 122487 55 cat_boundaries=0 6 cat_threshold=34635776 67502099 135744 1213038592 34222147 262816 is_linear=0 shrinkage=0.01 Tree=346 num_leaves=23 num_cat=1 split_feature=3 0 4 8 11 2 9 9 4 13 0 3 1 24 1 13 9 7 7 2 3 1 split_gain=281468 81928 248055 172500 171655 170327 146042 219382 133505 124502 49542.8 48726.7 52429.2 157600 237219 104467 48204.6 42261.2 40576.7 32499.9 13875.7 11120.4 threshold=1048.2900000000002 44.631000000000007 398.32578000000007 120.129 255.16525000000004 1048.2900000000002 145.10250000000005 245.22000000000006 293.27220000000005 77.657000000000011 232.94400000000005 364.63500000000005 104.17500000000001 0 437.49875000000003 67.542500000000004 1023.8910000000002 5.6142500000000011 62.713000000000001 255.07275000000001 782.62500000000011 87.418000000000021 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 5 3 4 6 11 8 -8 -3 10 18 12 16 14 -14 -15 19 20 -5 -1 21 -13 right_child=-2 2 -4 9 -6 -7 7 -9 -10 -11 -12 17 13 15 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.0020417725054234634 0.8965894527435303 0.045612017899938975 0.90001083494985812 -0.20970606791476409 0.97870961856842043 -0.82683022155761721 1.194471852602782 -0.15078465635126287 -0.77425768232345582 -1.0436014745348976 -0.51266949844360354 -0.13491266873749821 0.14520736891894795 -0.03037853844481565 0.91237433758187803 0.49905454660073306 0.43736039428710938 0.25770966789939187 0.35207361412048344 0.098703855874011079 -0.40690325309490333 -0.38794756541401149 leaf_weight=129518 35 2864 34 36 20 25 27 22 20 21 30 132 283 840 47 39 25 22 20 321 29 20 leaf_count=129518 35 2864 34 36 20 25 27 22 20 21 30 132 283 840 47 39 25 22 20 321 29 20 internal_value=0 -0.000296325 0.0505663 0.041128 0.05542 -0.00149486 0.0491242 0.590479 0.0399264 -0.353305 -0.184745 -0.00133768 -0.00109792 0.0644503 0.246986 -0.00681085 -0.00170816 -0.156148 -0.00907047 -0.0017927 -0.206451 -0.168207 internal_weight=0 134395 3094 3060 2953 131301 2933 49 2884 107 86 131276 131073 1209 330 879 129864 203 56 129839 181 152 internal_count=134430 134395 3094 3060 2953 131301 2933 49 2884 107 86 131276 131073 1209 330 879 129864 203 56 129839 181 152 cat_boundaries=0 1 cat_threshold=53 is_linear=0 shrinkage=0.01 Tree=347 num_leaves=31 num_cat=10 split_feature=3 0 4 2 25 10 24 9 5 3 25 24 25 25 25 9 0 25 16 2 24 0 25 0 26 0 26 0 26 0 split_gain=275867 80297.7 243119 166938 154049 202471 163285 283591 146127 111987 49044.4 168810 127419 174740 101882 42501.7 40560.8 37154.9 64002.9 55696.9 32813.7 32676 27273.7 34443.5 12999.7 10312.2 2920.43 824.77 380.583 36.1142 threshold=1048.2900000000002 44.631000000000007 398.32578000000007 1048.2900000000002 0 6.3262500000000008 1 43.795000000000009 115.14900000000002 199.59643500000001 2 3 4 5 6 1023.8910000000002 431.47500000000008 7 211.90000000000001 271.95250000000004 8 133.40270000000001 9 242.89125000000004 2022.5000000000002 232.94400000000005 2022.5000000000002 643.62800000000016 2022.5000000000002 643.62800000000016 decision_type=2 2 2 2 9 2 1 2 2 2 9 1 9 9 9 2 2 9 2 2 1 2 9 2 2 2 2 2 2 2 left_child=1 3 4 10 5 6 7 -3 -8 21 11 12 24 -14 28 17 22 18 -12 -19 -16 -7 25 -24 -1 -6 27 -18 -13 -28 right_child=-2 2 -4 -5 16 9 8 -9 -10 -11 15 14 13 -15 20 -17 26 19 -20 -21 -22 -23 23 -25 -26 -27 29 -29 -30 -31 leaf_value=0.026371021551244402 0.88762353352137979 0.23511598375861995 0.89101073955788335 -0.8185619201660157 -0.12250869384833746 0.013872423455828713 0.036702630567360686 1.3478758364915848 0.55293621701413187 -0.91700202035903933 -0.020235303794675058 -0.23430760346926174 0.12738525297174502 0.63987480688095089 0.10771443949395289 0.41036278839111329 -0.22966591057954014 -0.00065521146860483533 0.47647381415733925 0.14208385806884211 -0.033480039258157054 -0.26589309034577335 -0.029615810720525462 0.15789801954539542 -0.19941475718629126 -0.33346386373043063 -0.29425532658894854 -0.14909765700499217 -0.26472763735672522 -0.31258912324905397 leaf_weight=51 35 501 34 25 84 84 1004 24 58 20 11532 78 189 110 313 25 27 118209 26 274 331 83 967 109 51 32 21 24 87 22 leaf_count=51 35 501 34 25 84 84 1004 24 58 20 11532 78 189 110 313 25 27 118209 26 274 331 83 967 109 51 32 21 24 87 22 internal_value=0 -0.000293362 0.0500606 -0.00147991 0.0407167 0.100795 0.138035 0.280639 0.0642908 -0.20986 -0.00132431 0.0617846 0.22703 0.330533 -0.0218953 -0.00191601 -0.0426117 -0.00199542 -0.0191014 -0.00032509 0.0357417 -0.125173 -0.0271721 -0.0105227 -0.0787967 -0.166362 -0.242932 -0.191751 -0.236042 -0.303635 internal_weight=0 134395 3094 131301 3060 1774 1587 525 1062 187 131276 1210 401 299 809 130066 1286 130041 11558 118483 644 167 1192 1076 102 116 94 51 165 43 internal_count=134430 134395 3094 131301 3060 1774 1587 525 1062 187 131276 1210 401 299 809 130066 1286 130041 11558 118483 644 167 1192 1076 102 116 94 51 165 43 cat_boundaries=0 5 6 12 13 19 25 30 36 37 41 cat_threshold=864059904 4864 675304704 2147614720 50364417 90 1048576 262147 0 138772480 663616 672 3084 0 262144 0 134545408 0 128 0 0 0 4194304 0 544 0 3 0 0 139264 1074135043 1078550592 2164539398 294651019 1207961604 1 624 0 1049728 16 272629760 is_linear=0 shrinkage=0.01 Tree=348 num_leaves=39 num_cat=11 split_feature=0 9 25 8 9 4 0 1 2 13 0 0 25 1 24 25 25 1 25 6 6 1 16 24 13 25 25 6 25 9 4 1 25 0 26 26 26 26 split_gain=103581 496432 172388 217656 231526 179979 324678 157688 141580 129246 68008.1 44755.8 44081 86034.4 78034.2 150974 83839 63778.3 58012.4 48824.3 103629 46843.4 139170 131538 45623 44701.6 35907.5 31371.9 30551.5 28656.5 26656.8 17911.4 16269.8 2523.88 1655.86 836.676 320.084 110.914 threshold=44.631000000000007 362.49400000000003 0 102.1075 145.10250000000005 232.66575000000003 201.25000000000003 543.20000000000016 1048.2900000000002 52.021000000000008 232.94400000000005 431.47500000000008 1 1066.3056000000001 2 3 4 395.70800000000008 5 16.151000000000003 134.35750000000004 17.552500000000006 167.97000000000003 6 751.80750000000012 7 8 86.812500000000014 9 27.234500000000004 174.86250000000004 24.061000000000003 10 643.62800000000016 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 9 2 1 9 9 2 9 2 2 2 2 1 2 9 9 2 9 2 2 2 9 2 2 2 2 2 left_child=8 2 3 4 5 7 -7 -2 12 10 31 27 14 21 16 37 19 18 -17 28 -21 24 23 -23 26 34 -14 29 -1 32 -27 -5 -4 36 -18 -35 -13 -16 right_child=1 -3 11 9 -6 6 -8 -9 -10 -11 -12 33 13 -15 15 17 25 -19 -20 20 -22 22 -24 -25 -26 30 -28 -29 -30 -31 -32 -33 -34 35 -36 -37 -38 -39 leaf_value=0.18226039783089562 0.11300736867337527 1.627485294342041 -0.081747296076615655 -0.13059969230421953 0.98923223726211051 -0.072032960808795427 1.6477721223377046 -0.67180673232445343 -0.73926553579477161 -1.0482931800115676 -0.60232004364331571 -0.28254014161916879 -0.022615693525683603 0.59611698627471921 0.43584103386977624 -0.00062604693917596964 -0.23630941847960155 0.60552755880355835 0.081292550575152028 0.71379609003663069 -0.073557152203151163 0.27225018336198031 0.86156725978851312 0.013338231583044473 0.46222079231625512 -0.06280333480731301 -0.0023301132700251849 -0.35320692457001784 0.0096252332971621442 0.27487133920192719 0.22546082872332951 0.24169033457835515 0.00033000342996209261 -0.16293591594696047 -0.31400758072733881 -0.2455969774723053 -0.33503113020034064 0.41644803222020466 leaf_weight=103 1670 20 365 28 31 23 21 26 26 21 24 26 9460 24 58 1788 48 20 1672 32 35 196 20 4211 21 1150 111165 29 1146 32 33 24 688 25 64 24 21 60 leaf_count=103 1670 20 365 28 31 23 21 26 26 21 24 26 9460 24 58 1788 48 20 1672 32 35 196 20 4211 21 1150 111165 29 1146 32 33 24 688 25 64 24 21 60 internal_value=0 0.0570917 0.0468877 0.106785 0.132619 0.117357 0.748783 0.100976 -0.00140912 -0.353877 -0.161999 -0.0460831 -0.00126301 -0.00255455 0.0247228 0.0548738 -0.0168767 0.0423264 0.0391932 0.0392075 0.302492 -0.00266963 0.0292784 0.0255013 -0.00384194 -0.0737341 -0.00392308 -0.0286104 0.0253981 -0.0199346 -0.0543031 0.0412265 -0.0288935 -0.25364 -0.257699 -0.203423 -0.305994 0.3927 internal_weight=0 3098 3078 1868 1771 1740 44 1696 131332 97 76 1210 131306 125097 6209 3598 2611 3480 3460 1316 67 125073 4427 4407 120646 1295 120625 1114 1249 1085 1183 52 1053 96 112 49 47 118 internal_count=134430 3098 3078 1868 1771 1740 44 1696 131332 97 76 1210 131306 125097 6209 3598 2611 3480 3460 1316 67 125073 4427 4407 120646 1295 120625 1114 1249 1085 1183 52 1053 96 112 49 47 118 cat_boundaries=0 5 11 12 17 23 29 30 36 41 47 53 cat_threshold=864060928 268440064 675304704 2147614752 50364417 5242880 67502099 139344 1213038592 663619 287392 451 0 262146 0 32768 139264 4194304 131088 8256 1208287232 2 16512 5242880 131088 8256 1208221696 2 16512 1 0 262146 0 32768 8192 512 1074135043 1078551616 2164539398 294781962 1207961604 0 0 0 1207959552 0 128 4194304 1052064 17 4202500 16384 16400 is_linear=0 shrinkage=0.01 Tree=349 num_leaves=23 num_cat=7 split_feature=3 0 8 5 25 24 9 2 5 20 3 25 3 2 24 25 25 7 22 25 3 2 split_gain=270114 76911.5 183584 236566 189902 229282 324283 160645 143302 57842.2 47957.3 55302.9 55081.1 146045 54531.5 108038 73354.2 41264.4 33852.5 31479.4 13624 8471.93 threshold=1048.2900000000002 44.631000000000007 314.79200000000009 481.77300000000008 0 1 121.2 1048.2900000000002 115.14900000000002 102.46769250000001 364.63500000000005 2 145.10250000000005 185.38000000000002 3 4 5 5.6142500000000011 144.82000000000002 6 782.62500000000011 39.505000000000003 decision_type=2 2 2 2 9 1 2 2 2 2 2 9 2 2 1 9 9 2 2 9 2 2 left_child=1 7 3 4 5 6 -3 10 -7 19 11 14 18 -14 16 -16 -1 20 -13 -6 21 -12 right_child=-2 2 -4 -5 9 8 -8 -9 -10 -11 17 12 13 -15 15 -17 -18 -19 -20 -21 -22 -23 leaf_value=0.17165801812301981 0.87832083892822266 0.26149298851299529 -0.63276562238350897 1.0680445057412853 0.020548783854849036 -0.0020557082495084901 1.5608309025764464 -0.80298365173339847 0.60606837016780202 0.51804370570182801 -0.1351673291357913 -0.0028759060142409037 0.065985802149090347 0.89988323905251255 0.34226558148360048 0.036665006568891871 -0.044131385448339736 0.25406711274927313 -0.30957103027237787 -0.063716703862606819 -0.40321263724359974 -0.34349842558736382 leaf_weight=166 35 485 39 23 860 706 20 25 41 20 129 124012 463 22 109 4755 1510 22 36 900 29 23 leaf_count=166 35 485 39 23 860 706 20 25 41 20 129 124012 463 22 109 4755 1510 22 36 900 29 23 internal_value=0 -0.000288745 0.0489921 0.0576954 0.0500311 0.14377 0.306875 -0.00145001 0.0309082 -0.0166167 -0.00129736 -0.0010595 -0.00254886 0.103812 0.0272627 0.0442016 -0.0218671 -0.15488 -0.00296491 -0.0227868 -0.204587 -0.166691 internal_weight=0 134395 3094 3055 3032 1252 505 131301 747 1780 131276 131073 124533 485 6540 4864 1676 203 124048 1760 181 152 internal_count=134430 134395 3094 3055 3032 1252 505 131301 747 1780 131276 131073 124533 485 6540 4864 1676 203 124048 1760 181 152 cat_boundaries=0 5 6 12 13 18 22 28 cat_threshold=578846720 4608 675288320 131072 50364417 1114 5242880 67502099 135248 1213038592 34218051 287392 448 0 2 0 65536 139264 0 131072 0 134217728 289997316 805439744 2113536 2147483680 263168 134234112 is_linear=0 shrinkage=0.01 Tree=350 num_leaves=22 num_cat=3 split_feature=2 13 5 24 1 5 5 3 2 25 24 26 0 26 4 3 26 4 3 3 5 split_gain=74030.2 55726.2 48134.9 432694 335800 80471.3 50854.6 48653.1 78990.4 57897.2 287521 271857 91162.1 36988.8 35906.2 34843.4 25299.1 29063.6 10959.5 4280.87 2541.73 threshold=1048.2900000000002 751.80750000000012 364.99000000000007 0 10.202722500000002 441.68000000000006 783.48000000000013 650.90000000000009 34.591000000000001 1 2 2022.5000000000002 1083.9006000000002 2022.5000000000002 783.48000000000013 86.448000000000022 2022.5000000000002 28.864500000000003 782.62500000000011 1048.2900000000002 650.90000000000009 decision_type=2 2 2 1 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 5 -4 -7 9 18 10 11 -1 14 -12 -11 16 20 -18 -9 -20 -5 right_child=-2 -3 3 15 -6 6 -8 8 -10 12 13 -13 -14 -15 -16 -17 17 -19 19 -21 -22 leaf_value=0.021191334975393196 0.46628004100392845 -0.37359533834457398 -0.16122971129417418 -0.034286587939542881 1.8368112647533417 0.77707631409168243 0.15949259305000305 -0.23899156263896398 -0.78355133724212656 -0.00080696688561435052 -0.024807015762329101 0.70736012776692703 0.52474722602150659 -0.27747250155166348 -0.25872139347924128 -0.58442028692790438 -0.36284284435094349 0.074707856416702273 0.10832748931387197 -0.075795505728040433 0.10563901310875302 leaf_weight=114 34 40 20 34 20 40 20 28 20 133223 125 117 33 108 54 21 63 20 23 28 21 leaf_count=114 34 40 20 34 20 40 20 28 20 133223 125 117 33 108 54 21 63 20 23 28 21 internal_value=0 -0.000400901 -0.000289609 0.135905 0.616223 0.388104 0.571215 -0.000553101 -0.222157 -0.000389103 0.109935 0.353431 -0.000781284 -0.136082 -0.000911466 -0.192811 -0.14719 -0.257409 -0.0800317 0.00724035 0.0191396 internal_weight=0 134172 134132 259 100 80 60 133873 99 133774 464 231 133310 233 133277 159 138 83 79 51 55 internal_count=134206 134172 134132 259 100 80 60 133873 99 133774 464 231 133310 233 133277 159 138 83 79 51 55 cat_boundaries=0 1 6 7 cat_threshold=333 0 2 4 150994944 139264 1508 is_linear=0 shrinkage=0.01 Tree=351 num_leaves=14 num_cat=2 split_feature=13 6 6 1 24 3 26 4 0 4 25 0 26 split_gain=54651.9 42145.1 67128 51705.1 255137 245959 82351.7 46956.5 51510.5 99075.7 60124.7 13097.7 12493.4 threshold=751.80750000000012 1043.5418000000002 783.98480000000006 437.49875000000003 0 9.3117500000000017 2022.5000000000002 1066.3056000000001 479.65650000000011 5.6142500000000011 1 133.40270000000001 2022.5000000000002 decision_type=2 2 2 2 1 2 2 2 2 2 9 2 2 left_child=1 2 3 7 11 6 -6 8 10 -10 -1 12 -5 right_child=-2 -3 -4 4 5 -7 -8 -9 9 -11 -12 -13 -14 leaf_value=0.11394117859194221 -0.36985938167572024 -0.35219919720116788 0.44420025825500487 -0.4367142024040222 0.48459403960431213 1.2872416694959006 -0.044064254886225653 0.37670985915444116 -0.082670481138015062 -0.79401048053394663 -0.00070706402315066919 -0.030334102085658482 -0.18977369217645554 leaf_weight=449 40 34 34 40 61 27 57 33 178 22 133168 21 42 leaf_count=449 40 34 34 40 61 27 57 33 178 22 133168 21 42 internal_value=0 -0.000169659 -8.0426e-05 -0.000193072 0.144065 0.398736 0.229225 -0.000460355 -0.000553367 -0.160918 -0.000313331 -0.230762 -0.310232 internal_weight=0 134166 134132 134098 248 145 118 133850 133817 200 133617 103 82 internal_count=134206 134166 134132 134098 248 145 118 133850 133817 200 133617 103 82 cat_boundaries=0 1 6 cat_threshold=961 0 2 4 150994944 139264 is_linear=0 shrinkage=0.01 Tree=352 num_leaves=18 num_cat=2 split_feature=2 13 5 24 1 5 11 9 5 3 25 3 26 4 5 11 11 split_gain=72395.1 53530.1 47044.3 424125 329085 78822.3 77418.1 50322.1 49835.1 47756.8 63587.5 34193.8 24771.2 28427.8 2467.69 178.982 55.3378 threshold=1048.2900000000002 751.80750000000012 364.99000000000007 0 10.202722500000002 441.68000000000006 543.53000000000009 1023.8910000000002 783.48000000000013 1048.2900000000002 1 86.448000000000022 2022.5000000000002 28.864500000000003 650.90000000000009 751.80750000000012 648.37500000000011 decision_type=2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 6 4 5 -4 7 9 -7 10 -1 12 14 -14 -5 16 -8 right_child=-2 -3 3 11 -6 8 15 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 leaf_value=0.11593092186907505 0.46110442225328263 -0.36616078978776934 -0.15961034512519837 -0.033936652295729695 1.8182143294811248 0.76907837474346163 -0.30542039567773993 -0.48983544940040225 0.15771640777587892 -0.36445111592610679 -0.00058928866443534766 -0.57901495604288011 -0.35921696586504814 0.073521304130554202 0.10393588383992514 -0.28758421305063608 -0.32716634521484372 leaf_weight=460 34 40 20 34 20 40 22 21 20 36 133272 21 63 20 21 37 25 leaf_count=460 34 40 20 34 20 40 22 21 20 36 133272 21 63 20 21 37 25 internal_value=0 -0.000393879 -0.000284802 0.134358 0.609905 0.384066 -0.000545292 -0.000354744 0.565291 -0.000277901 -0.000179867 -0.19107 -0.14588 -0.254943 0.0187056 -0.304036 -0.316987 internal_weight=0 134172 134132 259 100 80 133873 133789 60 133768 133732 159 138 83 55 84 47 internal_count=134206 134172 134132 259 100 80 133873 133789 60 133768 133732 159 138 83 55 84 47 cat_boundaries=0 1 6 cat_threshold=333 0 2 4 150994944 139264 is_linear=0 shrinkage=0.01 Tree=353 num_leaves=15 num_cat=3 split_feature=13 6 6 1 25 24 1 3 15 4 0 3 25 4 split_gain=52498.4 41533.3 65535.1 50656.9 206801 301353 148450 96877.1 66350.1 46016.4 55723.6 62841.4 61665.1 38185.8 threshold=751.80750000000012 1043.5418000000002 783.98480000000006 172.67400000000001 0 1 194.03250000000003 174.86250000000004 5.5497500000000013 1066.3056000000001 479.65650000000011 1.6530000000000002 2 100.664 decision_type=2 2 2 2 9 1 2 2 2 2 2 2 9 2 left_child=1 2 3 9 5 8 -7 13 -5 10 12 -12 -1 -6 right_child=-2 -3 -4 4 7 6 -8 -9 -10 -11 11 -13 -14 -15 leaf_value=0.11579762086994322 -0.36249918454885482 -0.34963114587699667 0.43890002447016102 0.025244298098709785 -0.075815075061572743 1.1715263023376465 0.41111172305064259 0.59383068402608241 -0.56521102360316688 0.37267727187185579 -0.099624802385057734 -0.62946402494723985 -0.00094639851569757382 -0.43390953317284586 leaf_weight=444 40 34 34 203 429 30 178 21 21 33 161 26 132520 32 leaf_count=444 40 34 34 203 429 30 178 21 21 33 161 26 132520 32 internal_value=0 -0.000166113 -7.75301e-05 -0.000188831 0.0740038 0.229816 0.496898 -0.0689824 -0.0288241 -0.000697992 -0.000790529 -0.173292 -0.000547923 -0.100672 internal_weight=0 134166 134132 134098 914 432 208 482 224 133184 133151 187 132964 461 internal_count=134206 134166 134132 134098 914 432 208 482 224 133184 133151 187 132964 461 cat_boundaries=0 4 5 10 cat_threshold=37782016 1048832 17664 4194304 994 0 2 4 150994944 139264 is_linear=0 shrinkage=0.01 Tree=354 num_leaves=14 num_cat=3 split_feature=2 13 0 4 25 26 25 6 9 18 25 26 4 split_gain=70916.5 51420.6 39331.4 71313.8 47408.2 47737.7 71027.4 34588.6 427271 39078.2 29554.3 3061.88 742.482 threshold=1048.2900000000002 751.80750000000012 1083.9006000000002 783.48000000000013 0 2022.5000000000002 1 442.27000000000004 47.963000000000008 571.7600000000001 2 2022.5000000000002 1066.3056000000001 decision_type=2 2 2 2 9 2 9 2 2 2 9 2 2 left_child=1 2 3 4 5 6 -1 9 -9 -6 -7 -5 -13 right_child=-2 -3 -4 11 7 10 -8 8 -10 -11 -12 12 -14 leaf_value=-0.15224565065824069 0.45637410041163945 -0.35887418866157533 0.29531045362684466 -0.4162354612350464 -0.00068368640234526103 0.31774312143740446 0.167575118665342 -0.057901110112667083 1.379159703453382 -0.34484663710449681 0.078740478989218363 -0.23221756541728972 -0.31735294977823897 leaf_weight=133 34 40 45 25 133314 105 125 150 24 33 137 20 21 leaf_count=133 34 40 45 25 133314 105 125 150 24 33 137 20 21 internal_value=0 -0.000386996 -0.00028009 -0.000379292 -0.000217454 0.0960134 0.00330044 -0.00058496 0.140314 -0.000768858 0.198824 -0.32901 -0.275823 internal_weight=0 134172 134132 134087 134021 500 258 133521 174 133347 242 66 41 internal_count=134206 134172 134132 134087 134021 500 258 133521 174 133347 242 66 41 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=12 num_cat=2 split_feature=3 5 3 25 4 22 1 25 5 26 5 split_gain=155573 67385.9 158807 68866.2 69202.9 53984.4 45554.6 39938 20596.2 4298.79 453.91 threshold=1048.2900000000002 650.90000000000009 9.3117500000000017 0 1066.3056000000001 288.94250000000005 1066.3056000000001 1 1066.3056000000001 2022.5000000000002 783.48000000000013 decision_type=2 2 2 9 2 2 2 9 2 2 2 left_child=1 3 8 9 5 6 7 -5 10 -1 -3 right_child=-2 2 -4 4 -6 -7 -8 -9 -10 -11 -12 leaf_value=0.16185855012190969 0.66698870876857219 0.19761702690124514 1.0339352385203044 0.042901982475742166 0.48820189813087733 0.48408265155294666 0.37682590931653975 -0.0012088309869662456 -0.18493341655731199 0.26656506267594704 0.1367324205239614 leaf_weight=76 35 25 21 2075 29 23 32 131933 25 81 24 leaf_count=76 35 25 21 2075 29 23 32 131933 25 81 24 internal_value=0 0.000197317 0.266435 8.91665e-06 -0.000243814 -0.000349491 -0.000432615 -0.000522701 0.0486307 0.202952 0.167796 internal_weight=0 134344 95 134249 134092 134063 134040 134008 74 157 49 internal_count=134379 134344 95 134249 134092 134063 134040 134008 74 157 49 cat_boundaries=0 5 11 cat_threshold=0 0 4 0 8192 262144 131073 12288 151322752 4608 8225 is_linear=0 shrinkage=0.01 Tree=356 num_leaves=24 num_cat=6 split_feature=3 25 4 22 1 6 24 25 26 6 25 3 4 1 24 6 24 7 4 1 26 1 6 split_gain=152477 63438.6 84132.4 73456.7 63859.4 61472 57267.5 102736 77629.8 65370.5 52657.2 48276.7 47517.1 42038.9 148192 39609.6 34482.8 32618.1 8925.57 1658.99 2713.7 6839.28 1479.82 threshold=1048.2900000000002 0 783.48000000000013 288.94250000000005 11.940750000000001 783.98480000000006 1 2 2022.5000000000002 259.31250000000006 3 242.64500000000001 211.13750000000002 40.324500000000008 4 482.64500000000004 5 46.253600000000013 1066.3056000000001 186.96900000000002 2022.5000000000002 292.38750000000005 1043.5418000000002 decision_type=2 9 2 2 2 2 1 9 2 2 9 2 2 2 1 2 1 2 2 2 2 2 2 left_child=1 4 3 5 6 13 7 8 -1 10 16 17 -12 15 -15 -3 -8 -9 -4 -6 -21 -22 -7 right_child=-2 2 18 -5 19 22 9 11 -10 -11 12 -13 -14 14 -16 -17 -18 -19 -20 20 21 -23 -24 leaf_value=0.16412389647792761 0.66031881196158271 -0.0015563650984923936 0.26044299405196619 0.59051731563749765 -0.23275635083516438 -0.29137410824115462 -0.050133657873638215 0.078444405335119399 0.63688089959761673 0.56154998996041039 -0.050303809484466909 0.56279154872894288 0.44342956304550174 0.14796528100926867 -0.0079081879278796643 -0.23298060711976643 0.15062475535246703 -0.26384580316214729 0.51075248360633851 -0.21716018567766462 -0.2357728030464866 -0.0019537616598195042 -0.39806617865195643 leaf_weight=71 35 128887 29 21 33 26 114 696 68 22 768 20 20 840 2163 74 323 29 28 35 22 29 26 leaf_count=71 35 128887 29 21 33 26 114 696 68 22 768 20 20 840 2163 74 323 29 28 35 22 29 26 internal_value=0 0.000195375 -0.000703389 -0.000869259 0.0527292 -0.000963332 0.0655529 0.12658 0.368864 0.0211065 0.0115728 0.0770882 -0.0372992 -0.000827876 0.0361592 -0.00168916 0.0983031 0.0647528 0.383402 -0.172481 -0.149352 -0.102817 -0.34472 internal_weight=0 134344 132094 132037 2250 132016 2131 884 139 1247 1225 745 788 131964 3003 128961 437 725 57 119 86 51 52 internal_count=134379 134344 132094 132037 2250 132016 2131 884 139 1247 1225 745 788 131964 3003 128961 437 725 57 119 86 51 52 cat_boundaries=0 6 7 12 18 19 20 cat_threshold=262144 131073 12292 151322752 12800 8225 868 0 0 0 151060480 8192 0 1 8196 0 12800 33 1035 17 is_linear=0 shrinkage=0.01 Tree=357 num_leaves=12 num_cat=1 split_feature=3 5 3 25 22 0 3 0 5 26 5 split_gain=149443 66029.1 155718 66663.7 51637.6 49203.9 42274.4 81117.2 20195.5 4129.89 445.42 threshold=1048.2900000000002 650.90000000000009 9.3117500000000017 0 288.94250000000005 1083.9006000000002 782.62500000000011 542.34225000000004 1066.3056000000001 2022.5000000000002 783.48000000000013 decision_type=2 2 2 9 2 2 2 2 2 2 2 left_child=1 3 8 9 5 6 7 -5 10 -1 -3 right_child=-2 2 -4 4 -6 -7 -8 -9 -10 -11 -12 leaf_value=0.15944845023908114 0.65371569987705769 0.19560255241394042 1.0237368229457311 -0.00027605226537895806 0.4735441008858059 0.38004629359525793 0.39523260028273977 -0.27194408295371314 -0.18321929836273193 0.26207733978459863 0.13529007852077485 leaf_weight=76 35 25 21 133898 23 34 27 110 25 81 24 leaf_count=76 35 25 21 133898 23 34 27 110 25 81 24 internal_value=0 0.0001936 0.263737 7.10635e-06 -0.00024155 -0.000322847 -0.000419334 -0.00049905 0.0480614 0.199679 0.166062 internal_weight=0 134344 95 134249 134092 134069 134035 134008 74 157 49 internal_count=134379 134344 95 134249 134092 134069 134035 134008 74 157 49 cat_boundaries=0 5 cat_threshold=0 0 4 0 8192 is_linear=0 shrinkage=0.01 Tree=358 num_leaves=39 num_cat=12 split_feature=5 25 0 7 24 1 24 5 22 25 0 24 6 6 1 25 25 24 2 2 24 24 10 2 1 26 25 26 5 5 5 6 24 5 5 6 5 5 split_gain=90763.7 235990 443121 198226 131792 218773 108487 91901.2 76252.8 59440.6 77689.6 75967.1 116195 70599.6 62474.5 61947 60463.2 109277 57410.2 46593 40942.4 40269.6 36524.7 21959.3 21608.5 18803.3 17493.7 10320.8 9388.79 9055.14 8182.64 6962.71 6695.56 3825.48 3473.77 1908.67 1812.64 325.344 threshold=171.57300000000001 0 309.85375000000005 187.26000000000002 1 145.10250000000005 2 254.90500000000003 288.94250000000005 3 1083.9006000000002 4 318.53250000000008 657.87500000000011 1066.3056000000001 5 6 7 1048.2900000000002 11.341500000000002 8 9 14.365000000000002 232.66575000000003 24.275832000000005 2022.5000000000002 10 2022.5000000000002 364.99000000000007 481.77300000000008 223.35100000000003 1043.5418000000002 11 364.99000000000007 316.16700000000009 783.98480000000006 364.99000000000007 650.90000000000009 decision_type=2 9 2 2 1 2 1 2 2 9 2 1 2 2 2 9 9 1 2 2 1 1 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 left_child=8 2 3 4 19 22 7 30 9 11 13 15 16 14 18 20 17 -13 -11 28 27 -18 -6 26 29 -22 -17 -1 -2 32 -3 35 36 -9 -34 -15 -8 -31 right_child=1 6 -4 -5 5 -7 24 33 -10 10 -12 12 -14 31 -16 23 21 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 37 -32 -33 34 -35 -36 -37 -38 -39 leaf_value=0.1509093131189761 -0.16111014194175843 0.6892185879670657 1.722818671635219 1.0552716812720666 0.12851747076357564 1.3095131263732911 -0.046519274904270366 0.087077612682529115 0.60228329840160555 -0.0013122005000675073 0.49938296779509517 0.45982577672212016 0.84467156501043406 -0.19165309642923289 0.46297898950247929 -0.0071889840828260809 -0.042084150258067082 0.078775429712401493 0.45154545104929378 0.30072947168350217 0.092686945784325694 0.10381760406384775 0.57949690818786626 -0.39152710006350561 -0.38330488464411566 -0.17886158400890875 -0.11774946746095133 0.3232513514884881 -0.37718285115559896 -0.25799497252160852 0.42017414581775669 -0.45451948106288909 -0.11697714674640709 -0.074774931550025944 -0.24246884748339653 -0.31517382881858136 0.055767292735122494 -0.20918343199623957 leaf_weight=69 61 26 21 26 124 20 99 23 21 131468 31 105 21 29 29 301 329 260 28 20 51 426 21 21 34 51 277 70 30 22 20 23 71 40 32 22 21 36 leaf_count=69 61 26 21 26 124 20 99 23 21 131468 31 105 21 29 29 301 329 260 28 20 51 426 21 21 34 51 277 70 30 22 20 23 71 40 32 22 21 36 internal_value=0 0.110282 0.308659 0.220544 0.14191 0.310262 -0.0470106 0.212899 -0.000254286 -0.000348988 -0.00116915 0.0538819 0.106764 -0.00128716 -0.00111342 -0.0183606 0.0938815 0.197732 -0.00121577 -0.12503 0.114125 0.0405202 0.193832 -0.0726633 -0.140731 -0.0392402 -0.0623354 0.221747 -0.232343 -0.116389 0.572243 -0.310077 -0.087438 -0.0156859 -0.142163 -0.244937 -0.0264177 -0.227698 internal_weight=0 747 323 302 276 165 424 109 133632 133611 131630 1981 1141 131599 131525 840 1120 365 131496 111 241 755 145 599 315 102 578 139 91 281 46 74 223 63 103 51 120 58 internal_count=134379 747 323 302 276 165 424 109 133632 133611 131630 1981 1141 131599 131525 840 1120 365 131496 111 241 755 145 599 315 102 578 139 91 281 46 74 223 63 103 51 120 58 cat_boundaries=0 5 6 7 13 14 20 25 26 27 28 33 34 cat_threshold=32768 256 17408 0 16777217 1590 1089 1310720 131073 12292 151060608 8704 8225 3098 0 1 8196 0 0 8225 0 0 4096 151060480 8192 260 3080 388 0 131072 0 128 8192 666 is_linear=0 shrinkage=0.01 Tree=359 num_leaves=13 num_cat=0 split_feature=3 8 4 11 4 6 1 26 12 6 11 8 split_gain=145532 55411.4 53682.9 57910.7 187677 37949.4 38975.9 55804.1 51038.6 5563.84 4931.32 426.721 threshold=1048.2900000000002 804.02882000000011 1066.3056000000001 481.77300000000008 16.158000000000005 783.98480000000006 543.20000000000016 2022.5000000000002 756.4475000000001 1043.5418000000002 648.37500000000011 1048.2900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 10 6 8 -8 -1 -7 -5 -3 right_child=-2 11 -4 4 -6 9 7 -9 -10 -11 -12 -13 leaf_value=7.7979838725481909e-05 0.64510338047572546 -0.35835028525279916 0.42328476619720462 0.11948643395394991 1.1070894100666047 -0.15431651387895856 0.36174983551104867 -0.028007830111185711 -0.36173168170146452 -0.35031900832057 -0.039312040905157726 -0.30067220370574244 leaf_weight=133917 35 23 30 33 20 28 72 75 39 30 48 29 leaf_count=133917 35 23 30 33 20 28 72 75 39 30 48 29 internal_value=0 0.000188956 0.000315333 0.000220823 0.239583 4.06248e-05 0.000151232 0.162894 -2.73576e-05 -0.255697 0.0253836 -0.326184 internal_weight=0 134344 134292 134262 101 134161 134103 147 133956 58 81 52 internal_count=134379 134344 134292 134262 101 134161 134103 147 133956 58 81 52 is_linear=0 shrinkage=0.01 Tree=360 num_leaves=18 num_cat=1 split_feature=9 22 13 8 0 3 2 24 1 0 0 3 1 1 3 3 1 split_gain=112238 65862.4 65315.1 97796.3 82940.1 481508 136730 116615 214242 74252.5 68640 65573.1 86753.7 52783.9 45521.8 46621.5 42818.8 threshold=1023.8910000000002 288.94250000000005 147.53613000000004 120.129 212.70000000000005 364.63500000000005 1048.2900000000002 0 44.610000000000007 242.89125000000004 48.775000000000013 544.35000000000002 24.275832000000005 543.20000000000016 166.42500000000004 18.539550000000002 126.32950000000001 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 4 14 6 7 11 8 -6 -9 -5 13 -13 -1 15 16 -4 right_child=-2 -3 3 10 5 -7 -8 9 -10 -11 -12 12 -14 -15 -16 -17 -18 leaf_value=-0.00091837595195585727 0.68336443583170581 0.55942979494730627 -0.092257799896082487 -0.21412350893020629 0.14252567154778675 1.5306007573397264 0.65280457019805904 0.24937271597710525 1.2084211130936939 -0.051305895488539179 -0.99335406041145324 -0.10496647910006995 -0.78424322833185611 0.2054972033731399 -0.46088240606444225 0.40364155075766828 0.3609116112102162 leaf_weight=132905 24 21 399 26 88 23 32 99 24 482 20 103 23 124 28 22 22 leaf_count=132905 24 21 399 26 88 23 32 99 24 482 20 103 23 124 28 22 22 internal_value=0 -0.000553473 -0.000640958 -0.112823 -0.000207821 0.107132 -0.00078487 0.0598886 0.340528 -7.02923e-05 -0.552919 -0.000941942 -0.228961 -0.00072597 -0.0698416 -0.0451257 -0.0685767 internal_weight=0 134441 134420 517 133903 716 133187 693 112 581 46 133155 126 133029 471 443 421 internal_count=134465 134441 134420 517 133903 716 133187 693 112 581 46 133155 126 133029 471 443 421 cat_boundaries=0 1 cat_threshold=1280 is_linear=0 shrinkage=0.01 Tree=361 num_leaves=12 num_cat=1 split_feature=9 25 22 2 13 3 5 3 3 5 26 split_gain=110005 84165.6 64465.8 64354.5 57406.4 97933.3 90391.7 900534 140492 66727.2 33138.1 threshold=1023.8910000000002 0 288.94250000000005 1048.2900000000002 147.53613000000004 223.35100000000003 171.57300000000001 441.87500000000006 1048.2900000000002 199.59643500000001 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 left_child=1 10 3 4 6 9 8 -8 -3 -6 -1 right_child=-2 2 -4 -5 5 -7 7 -9 -10 -11 -12 leaf_value=-0.070802933413406904 0.6765307935078938 -0.00041790559368429784 0.55383551552182153 0.43474011831423814 -0.04606473891044234 -0.69229706163759586 0.051928045585103659 2.2044105283021929 -0.68482571061452235 -0.57657982597351076 -0.2876952939137925 leaf_weight=145 24 132853 21 34 459 27 690 20 30 25 137 leaf_count=145 24 132853 21 34 459 27 690 20 30 25 137 internal_value=0 -0.000547939 -0.000178765 -0.000265512 -0.000375801 -0.106165 2.88472e-05 0.112561 -0.000572419 -0.0734674 -0.170139 internal_weight=0 134441 134159 134138 134104 511 133593 710 132883 484 282 internal_count=134465 134441 134159 134138 134104 511 133593 710 132883 484 282 cat_boundaries=0 4 cat_threshold=0 2 4 16842752 is_linear=0 shrinkage=0.01 Tree=362 num_leaves=17 num_cat=1 split_feature=9 7 0 4 9 2 4 0 25 26 6 9 4 5 4 7 split_gain=107816 97356.3 78955.1 482395 155550 110758 80099 76594.4 125129 63664.2 58714.1 455348 53525.6 20558.9 11427.9 6204.32 threshold=1023.8910000000002 783.98480000000006 212.70000000000005 363.67400000000004 233.76189000000002 1048.2900000000002 481.77300000000008 242.89125000000004 0 2022.5000000000002 442.27000000000004 25.425000000000001 71.921962500000021 14.594500000000002 1066.3056000000001 1043.5418000000002 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 5 4 7 6 10 9 -9 -4 12 -12 -1 14 -8 -3 right_child=-2 15 3 -5 -6 -7 13 8 -10 -11 11 -13 -14 -15 -16 -17 leaf_value=-0.0017170948302861575 0.66976549625396731 -0.30814751684665681 0.46494170350186964 1.6347343063354494 0.88798000899228191 0.57833348534323958 -0.13315194862860222 0.27275799932558675 -0.087827858613554841 0.0050280344029198639 -0.010994505134012018 1.6020731589794159 0.058160749233519 -0.48976100807189943 -0.37439351598421733 -0.51197777031787806 leaf_weight=131785 24 32 68 20 22 33 108 111 461 54 140 20 1510 25 24 28 leaf_count=131785 24 32 68 20 22 33 108 111 461 54 140 20 1510 25 24 28 internal_value=0 -0.000542459 -0.000362645 0.102927 0.0601395 -0.000931477 -0.00107455 0.0338968 -0.014621 0.261373 -0.00080898 0.190639 -0.00103878 -0.226815 -0.177014 -0.403268 internal_weight=0 134441 134381 736 716 133645 133612 694 572 122 133455 160 133295 157 132 60 internal_count=134465 134441 134381 736 716 133645 133612 694 572 122 133455 160 133295 157 132 60 cat_boundaries=0 5 cat_threshold=33554432 4096 17408 0 33554432 is_linear=0 shrinkage=0.01 Tree=363 num_leaves=17 num_cat=0 split_feature=9 7 0 4 9 2 4 0 5 6 9 4 1 5 4 7 split_gain=105670 95419 77421.7 472780 152445 108554 78505.1 75052.4 96623.3 57545.7 446286 52460.4 20829.7 20149.8 11200.5 6080.85 threshold=1023.8910000000002 783.98480000000006 212.70000000000005 363.67400000000004 233.76189000000002 1048.2900000000002 481.77300000000008 242.89125000000004 242.64500000000001 442.27000000000004 25.425000000000001 71.921962500000021 13.914999999999997 14.594500000000002 1066.3056000000001 1043.5418000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 7 6 9 12 -9 11 -11 -1 -4 14 -8 -3 right_child=-2 15 3 -5 -6 -7 13 8 -10 10 -12 -13 -14 -15 -16 -17 leaf_value=-0.0016999239139110808 0.66306784311930345 -0.30506603121757508 0.2008999127467784 1.6183869972229006 0.87910010792992344 0.57255012165416364 -0.13182043009334141 0.012159949490335687 -0.64943002159180852 -0.010884562163480691 1.5860524101257323 0.057579141700504634 0.55384419679641728 -0.48486339797973638 -0.37064957499504092 -0.50685798466064236 leaf_weight=131785 24 32 102 20 22 33 108 549 23 140 20 1510 20 25 24 28 leaf_count=131785 24 32 102 20 22 33 108 549 23 140 20 1510 20 25 24 28 internal_value=0 -0.000536897 -0.000358881 0.101923 0.059564 -0.000922162 -0.0010638 0.0335844 -0.0144424 -0.00080089 0.188733 -0.0010284 0.25876 -0.224546 -0.175244 -0.399236 internal_weight=0 134441 134381 736 716 133645 133612 694 572 133455 160 133295 122 157 132 60 internal_count=134465 134441 134381 736 716 133645 133612 694 572 133455 160 133295 122 157 132 60 is_linear=0 shrinkage=0.01 Tree=364 num_leaves=18 num_cat=3 split_feature=9 7 0 3 24 3 2 3 3 25 0 22 5 3 25 7 7 split_gain=103567 93520.1 75881 704597 108112 107680 106394 86064.5 78212.1 77322.2 69336.6 50381.8 49159.7 84697.7 48359 23821.7 5959.84 threshold=1023.8910000000002 783.98480000000006 212.70000000000005 364.63500000000005 0 9.3117500000000017 1048.2900000000002 5.0080000000000009 544.35000000000002 1 643.62800000000016 288.94250000000005 5.6142500000000011 1048.2900000000002 2 3.5892105000000005 1043.5418000000002 decision_type=2 2 2 2 1 2 2 2 2 9 2 2 2 2 9 2 2 left_child=1 2 6 4 5 10 8 9 11 -6 -4 14 13 -10 -1 -9 -3 right_child=-2 16 3 -5 7 -7 -8 15 12 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.087202068790562762 0.65643719355265306 -0.3020153772830963 0.0626139108794318 1.8635672736167908 -0.1669547998053687 0.82990004356090841 0.56682465408787586 -0.24715817261487247 -0.16295260532200337 0.11427444942851565 0.51924233634297445 0.50105233478546141 0.2085654943883419 -0.79377192793221318 -0.00047064746726127073 -0.65097151483808247 -0.50178939870425632 leaf_weight=636 24 32 176 22 144 26 33 48 80 258 41 20 20 29 132827 21 28 leaf_count=636 24 32 176 22 144 26 33 48 80 258 41 20 20 29 132827 21 28 internal_value=0 -0.000531528 -0.000355293 0.100904 0.0465923 0.21299 -0.000912941 -0.0428679 -0.00105316 0.0122252 0.148889 -0.000815316 -0.247165 -0.330785 -0.000890523 -0.370058 -0.395243 internal_weight=0 134441 134381 736 714 243 133645 471 133612 402 217 133483 129 109 133463 69 60 internal_count=134465 134441 134381 736 714 243 133645 471 133612 402 217 133483 129 109 133463 69 60 cat_boundaries=0 1 6 10 cat_threshold=1348 32768 1179648 256 0 1 0 2 8196 25231360 is_linear=0 shrinkage=0.01 Tree=365 num_leaves=21 num_cat=1 split_feature=8 2 3 2 2 1 2 2 7 6 3 6 0 18 24 26 0 7 8 7 split_gain=72760 79625.7 355903 336368 118653 93681.8 171567 52199 49687 64633.2 110138 74739.5 55477.2 48538.2 42123.9 18280.4 12894.4 2111.88 1310.38 489.026 threshold=804.02882000000011 271.95250000000004 11.163000000000002 648.37500000000011 1048.2900000000002 84.373000000000005 437.49875000000003 362.49400000000003 657.87500000000011 783.98480000000006 1048.2900000000002 1043.5418000000002 1083.9006000000002 571.7600000000001 0 2022.5000000000002 52.155000000000008 783.98480000000006 1048.2900000000002 1043.5418000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 8 4 7 5 14 -7 -4 9 10 12 -11 13 -1 15 -3 -16 -10 -2 -19 right_child=18 2 3 -5 -6 6 -8 -9 17 11 -12 -13 -14 -15 16 -17 -18 19 -20 -21 leaf_value=-0.00023098164872791666 -0.39247651310451331 0.2946022773825604 0.70047716617584233 1.8518968057632446 -0.60475824387868249 1.1395032212847755 -0.039004005432128903 0.12219711123286066 -0.31763930616707636 0.69055092745813829 -0.59634017052188992 -0.063860655451814338 0.363169979822068 -0.37811416373533363 -0.085826240319472086 0.028662781877032781 -0.34977200553530735 -0.2423385551452637 -0.29976763638757892 -0.18039523762006027 leaf_weight=133377 30 46 27 20 30 21 30 37 29 29 31 24 42 34 156 59 21 25 31 26 leaf_count=133377 30 46 27 20 30 21 30 37 29 29 31 24 42 34 156 59 21 25 31 26 internal_value=0 8.3793e-05 0.133328 0.719906 -0.00240936 0.0518563 0.446264 0.366159 -0.000361959 -0.000212702 -0.00035133 0.348931 -0.000212887 -0.000327286 -0.0194727 0.132546 -0.110878 -0.249503 -0.345362 -0.21076 internal_weight=0 134064 447 84 363 333 51 64 133617 133537 133484 53 133453 133411 282 105 177 80 61 51 internal_count=134125 134064 447 84 363 333 51 64 133617 133537 133484 53 133453 133411 282 105 177 80 61 51 cat_boundaries=0 1 cat_threshold=2322 is_linear=0 shrinkage=0.01 Tree=366 num_leaves=20 num_cat=2 split_feature=3 2 3 2 2 1 2 2 0 25 9 1 1 10 26 0 5 2 25 split_gain=69638 60483.6 327164 237432 111434 73227.9 172653 51160.2 44504.1 47456.2 56525.4 48096.3 42961.5 35690.7 24250 24338.8 16469.1 14621.8 6287 threshold=1048.2900000000002 271.95250000000004 11.163000000000002 648.37500000000011 1048.2900000000002 84.373000000000005 437.49875000000003 362.49400000000003 1083.9006000000002 0 1023.8910000000002 29.184500000000003 1066.3056000000001 360.62500000000006 2022.5000000000002 31.946650000000005 28.887157000000002 437.49875000000003 1 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 left_child=1 8 4 7 5 14 -7 -4 9 11 12 16 13 -11 17 -16 18 -3 -1 right_child=-2 2 3 -5 -6 6 -8 -9 -10 10 -12 -13 -14 -15 15 -17 -18 -19 -20 leaf_value=0.083330213888998958 -0.42809821756262528 0.18091342608133953 0.6934723797550908 1.5667506781491367 -0.59871064823865894 1.0567124308239331 -0.094082909226417544 0.1209751371435217 0.32131674833075946 -0.00081547183619302065 0.50602262236855244 -0.28605103400445753 0.36545846998691561 -0.15167896723861149 -0.060541323622067766 -0.43282609176635745 -0.1537946551186698 -0.042116596833714902 0.17238704011031275 leaf_weight=238 38 66 27 22 30 22 32 37 43 132861 22 31 32 157 144 20 21 53 229 leaf_count=238 38 66 27 22 30 22 32 37 43 132861 22 31 32 157 144 20 21 53 229 internal_value=0 4.87191e-05 0.115403 0.670562 -0.0146885 0.0373016 0.37476 0.362497 -0.000342316 -0.000445851 -0.00082153 0.0940815 -0.000905399 -0.000993535 -0.0270896 -0.105942 0.120157 0.0815807 0.132476 internal_weight=0 134087 453 86 367 337 54 64 133634 133591 133072 519 133050 133018 283 164 488 119 467 internal_count=134125 134087 453 86 367 337 54 64 133634 133591 133072 519 133050 133018 283 164 488 119 467 cat_boundaries=0 5 8 cat_threshold=0 262146 4100 0 139264 0 0 4096 is_linear=0 shrinkage=0.01 Tree=367 num_leaves=20 num_cat=0 split_feature=8 2 3 2 2 1 2 2 7 6 3 6 0 4 7 2 7 8 7 split_gain=71618.7 76808 342590 324742 114031 90210 164852 50142.1 48748.8 63349.3 106388 73224.5 53405.2 33636.1 26436.6 25053.5 2056.24 1243.04 483.35 threshold=804.02882000000011 271.95250000000004 11.163000000000002 648.37500000000011 1048.2900000000002 84.373000000000005 437.49875000000003 362.49400000000003 657.87500000000011 783.98480000000006 1048.2900000000002 1043.5418000000002 1083.9006000000002 544.35000000000002 89.384000000000015 292.55550000000005 783.98480000000006 1048.2900000000002 1043.5418000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 4 7 5 14 -7 -4 9 10 12 -11 13 -1 15 -3 -10 -2 -18 right_child=17 2 3 -5 -6 6 -8 -9 16 11 -12 -13 -14 -15 -16 -17 18 -19 -20 leaf_value=-0.00017168376662794743 -0.38852958744764332 0.26216748952865598 0.68653764830695252 1.8187076997756959 -0.59272355538606647 1.1175410813377018 -0.037673123995463055 0.11976538245742387 -0.31436411364325162 0.68359271181040793 -0.58609579701577463 -0.063133908013502757 0.35632513318743025 -0.17126814299562704 0.33141850090026859 -0.076825373172760017 -0.24029672412872316 -0.29823419754543612 -0.17871396431556114 leaf_weight=133296 30 24 27 20 30 21 30 37 29 29 31 24 42 115 20 238 25 31 26 leaf_count=133296 30 24 27 20 30 21 30 37 29 29 31 24 42 115 20 238 25 31 26 internal_value=0 8.42055e-05 0.130949 0.706452 -0.00222476 0.0509733 0.438003 0.358872 -0.000353589 -0.000205748 -0.000342992 0.345452 -0.000206926 -0.000319169 -0.0190215 -0.0457726 -0.247132 -0.342642 -0.208902 internal_weight=0 134064 447 84 363 333 51 64 133617 133537 133484 53 133453 133411 282 262 80 61 51 internal_count=134125 134064 447 84 363 333 51 64 133617 133537 133484 53 133453 133411 282 262 80 61 51 is_linear=0 shrinkage=0.01 Tree=368 num_leaves=16 num_cat=2 split_feature=8 7 6 3 4 25 1 6 5 7 26 25 8 7 4 split_gain=70193.5 74363.5 79920.2 114196 78264.1 60099.9 58518.8 53762.2 18761 14864 9272.94 5879.6 1218.3 1064.95 205.422 threshold=804.02882000000011 657.87500000000011 783.98480000000006 1048.2900000000002 783.48000000000013 0 437.49875000000003 1043.5418000000002 9.3037500000000026 783.98480000000006 2022.5000000000002 1 1048.2900000000002 1043.5418000000002 1066.3056000000001 decision_type=2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 left_child=1 2 3 4 5 11 -7 -4 9 -3 -6 -1 -2 -11 -12 right_child=12 8 7 -5 10 6 -8 -9 -10 13 14 -13 -14 -15 -16 leaf_value=0.073944293982791204 -0.38464429669330524 -0.41427504995594855 0.63591859123923566 -0.5972010469436646 0.17368936538696289 -0.00049905622956416141 0.16656371820540655 0.034224902987480162 -0.55373053686959406 -0.14603292638605292 0.40330526567023733 0.18810731285496762 -0.29525185479031457 -0.045208937704563142 0.44604727820916606 leaf_weight=127 30 23 33 32 22 133321 210 27 21 22 23 161 31 20 22 leaf_count=127 30 23 33 32 22 133321 210 27 21 22 23 161 31 20 22 internal_value=0 8.33634e-05 0.000272057 0.000108576 0.000251338 8.02608e-05 -0.000236304 0.365156 -0.293879 -0.209927 0.341944 0.141935 -0.339215 -0.0980215 0.424201 internal_weight=0 134064 133978 133918 133886 133819 133531 60 86 65 67 288 61 42 45 internal_count=134125 134064 133978 133918 133886 133819 133531 60 86 65 67 288 61 42 45 cat_boundaries=0 5 10 cat_threshold=0 262146 4 0 139776 0 262146 0 0 512 is_linear=0 shrinkage=0.01 Tree=369 num_leaves=22 num_cat=3 split_feature=8 2 3 2 2 24 1 2 7 6 3 6 25 24 0 2 26 26 7 8 7 split_gain=68796.7 75142.2 335615 318504 111877 91753.2 169132 49156.8 46678.2 60777.5 102134 70603.9 63783.9 395809 68945.6 17636.5 21395.3 16019.6 1913.83 1194.06 466.192 threshold=804.02882000000011 271.95250000000004 11.163000000000002 648.37500000000011 1048.2900000000002 0 84.373000000000005 362.49400000000003 657.87500000000011 783.98480000000006 1048.2900000000002 1043.5418000000002 1 2 1083.9006000000002 437.49875000000003 2022.5000000000002 2022.5000000000002 783.98480000000006 1048.2900000000002 1043.5418000000002 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 8 4 7 5 15 17 -4 9 10 12 -11 13 -1 -14 16 -3 -7 -10 -2 -20 right_child=19 2 3 -5 -6 6 -8 -9 18 11 -12 -13 14 -15 -16 -17 -18 -19 20 -21 -22 leaf_value=0.60075264824761287 -0.38079785586396853 0.12819459314699527 0.67933944348935726 1.8006568479537963 -0.58718576476971307 0.15586404271872648 0.81021697071620391 0.11816377949070286 -0.30669301065905341 0.67039761049994118 -0.57426284451638498 -0.062844808970888455 -0.00065470134663814055 -0.14487936639530774 0.41986337857368666 -0.34945035734841989 -0.23261457000459945 -0.030827657227377292 -0.23578111591339113 -0.29229933715155049 -0.17530123898616204 leaf_weight=107 30 27 27 20 30 83 35 37 29 29 31 24 133130 177 39 43 42 103 25 31 26 leaf_count=107 30 27 27 20 30 83 35 37 29 29 31 24 133130 177 39 43 42 103 25 31 26 internal_value=0 8.27252e-05 0.129521 0.699135 -0.00229046 0.0504028 0.165018 0.35491 -0.000350296 -0.000205628 -0.000340058 0.338363 -0.00020674 0.146924 -0.000531508 -0.174876 -0.0914284 0.052481 -0.241831 -0.335823 -0.204948 internal_weight=0 134064 447 84 363 333 221 64 133617 133537 133484 53 133453 284 133169 112 69 186 80 61 51 internal_count=134125 134064 447 84 363 333 221 64 133617 133537 133484 53 133453 284 133169 112 69 186 80 61 51 cat_boundaries=0 1 6 7 cat_threshold=1221 0 262146 4 0 139776 1125 is_linear=0 shrinkage=0.01 Tree=370 num_leaves=25 num_cat=0 split_feature=5 3 0 1 5 4 4 3 18 7 4 0 4 6 0 3 3 1 3 12 5 3 18 18 split_gain=92428.3 812000 113161 91782.3 210310 87327.1 127271 84750.3 74077 56511.4 54263.2 38639.8 106866 103206 66815.7 53518.4 65262.3 38913.7 19885.9 12495.2 7722.89 4560.12 259.829 201.756 threshold=111.98700000000001 482.64500000000004 431.47500000000008 166.69750000000002 316.16700000000009 242.64500000000001 165.74576250000004 1048.2900000000002 279.86700000000002 166.73750000000004 89.650000000000006 91.825000000000003 363.67400000000004 246.34000000000003 114.27500000000002 400.11250000000007 364.63500000000005 362.49400000000003 782.62500000000011 11.553000000000003 254.90500000000003 441.87500000000006 369.25000000000006 571.7600000000001 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 left_child=7 2 3 5 10 6 9 8 11 -2 -5 15 13 14 -13 16 17 -1 21 22 -7 -17 -10 -24 right_child=1 -3 -4 4 -6 20 -8 -9 19 -11 -12 12 -14 -15 -16 18 -18 -19 -20 -21 -22 -23 23 -25 leaf_value=-0.0013295123931472131 -0.0063370524382617283 2.0368287794930593 0.64823431074619298 -0.25259659324373518 1.252746421813965 -0.29248148381710054 0.68355066702283662 -0.50059529669144576 -0.24683315763473512 0.34565927805999913 0.41106582814996889 0.15549303374279327 0.75540978840419226 0.58285782926222862 -0.0054891920814873606 -0.23498370618531197 0.45010129110887648 -0.13237256008097778 -0.42751415658880165 -0.50134627819061284 -0.56399300726977264 -0.10109283547680659 -0.18638238042593003 -0.22623074814125343 leaf_weight=131053 916 21 31 28 20 20 29 34 25 48 22 321 21 34 1310 33 32 227 27 20 22 111 24 27 leaf_count=131053 916 21 31 28 20 20 29 34 25 48 22 321 21 34 1310 33 32 227 27 20 22 111 24 27 internal_value=0 0.0883723 0.0523533 0.0356363 0.386081 0.0119347 0.0308257 -0.00139383 -0.00126647 0.0111897 0.0394149 -0.00106629 0.0465025 0.0375613 0.026194 -0.00167627 -0.00144604 -0.0015561 -0.178472 -0.27895 -0.434702 -0.131776 -0.220424 -0.207479 internal_weight=0 1157 1136 1105 70 1035 993 133299 133265 964 50 133169 1686 1665 1631 131483 131312 131280 171 96 42 144 76 51 internal_count=134456 1157 1136 1105 70 1035 993 133299 133265 964 50 133169 1686 1665 1631 131483 131312 131280 171 96 42 144 76 51 is_linear=0 shrinkage=0.01 Tree=371 num_leaves=27 num_cat=3 split_feature=5 3 25 5 1 5 26 3 2 17 18 5 2 25 9 2 3 25 1 1 1 5 17 26 18 18 split_gain=90589 795841 133511 265470 243339 184782 162830 83063.8 77666.8 73187.7 72602.8 61659.9 48042.1 43612.6 38513 37969.3 37763.8 35617.5 70707 33308.4 31523 15172.3 11479.2 757.976 38.7096 1.24866 threshold=111.98700000000001 482.64500000000004 0 364.99000000000007 29.184500000000003 131.24220000000003 2022.5000000000002 1048.2900000000002 103.80000000000001 143.41715000000002 279.86700000000002 364.99000000000007 185.38000000000002 1 177.87500000000003 1048.2900000000002 88.731250000000017 2 437.49875000000003 17.552500000000006 5.0080000000000009 400.11250000000007 22.056000000000004 2022.5000000000002 571.7600000000001 369.25000000000006 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 left_child=7 2 3 5 6 -2 -5 10 20 11 13 12 14 23 -4 17 21 18 -15 -19 -7 -13 24 -1 25 -12 right_child=1 -3 9 4 -6 8 -8 -9 -10 -11 22 16 -14 15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=-0.12704270367036785 0.88920549206111743 2.0164604495820546 0.019945591130639161 1.0744286375045777 1.6553411284360018 -0.049037858826099054 -0.10696180547986713 -0.49558936932507686 -0.58220080032348631 0.59198392009735112 -0.21696175406376522 -0.35431323821728045 0.42903818437031344 0.03965700156383916 -0.41524885075432916 0.31948118654457303 -0.59355346179008484 -0.0026760519364591555 -0.44058221570907102 0.023754280945205368 0.35414513607819881 -0.090663900780765444 -0.46556049545605982 -0.16419055308935779 -0.20327372019107526 -0.22026000987399708 leaf_weight=114 23 21 642 20 22 101 28 34 25 20 24 26 28 2781 21 37 20 125143 31 4957 24 136 24 106 26 22 leaf_count=114 23 21 642 20 22 101 28 34 25 20 24 26 28 2781 21 37 20 125143 31 4957 24 136 24 106 26 22 internal_value=0 0.0874886 0.0518298 0.254366 0.784445 0.0545859 0.385284 -0.0013799 -0.0733891 -0.00606413 -0.00125381 -0.0198346 0.0232965 -0.00105563 0.00616115 -0.000817472 -0.183591 -0.000906699 0.034241 -0.00166889 0.0283733 -0.132978 -0.27616 -0.138639 -0.213027 -0.218539 internal_weight=0 1157 1136 243 70 173 48 133299 150 893 133265 873 691 133169 663 132949 182 132912 2812 130100 125 162 96 220 72 46 internal_count=134456 1157 1136 243 70 173 48 133299 150 893 133265 873 691 133169 663 132949 182 132912 2812 130100 125 162 96 220 72 46 cat_boundaries=0 3 8 14 cat_threshold=32768 256 1024 1048576 67108866 0 0 131136 2147762176 262145 12288 25526400 168305152 24609 is_linear=0 shrinkage=0.01 Tree=372 num_leaves=26 num_cat=3 split_feature=5 3 25 5 1 5 26 3 2 17 18 5 7 4 25 4 9 2 3 25 5 12 26 18 18 split_gain=88786.3 780003 130854 260187 238497 181105 159589 81410.8 76121.2 71731.2 71158 60432.8 86827.3 58866.3 42744.7 39817.2 37487.2 37231.4 37012.3 35942.9 14870.3 12231.6 742.892 253.878 201.767 threshold=111.98700000000001 482.64500000000004 0 364.99000000000007 29.184500000000003 131.24220000000003 2022.5000000000002 1048.2900000000002 103.80000000000001 143.41715000000002 279.86700000000002 364.99000000000007 276.13500000000005 89.650000000000006 1 1066.3056000000001 162.20850000000004 1048.2900000000002 88.731250000000017 2 400.11250000000007 11.553000000000003 2022.5000000000002 369.25000000000006 571.7600000000001 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 left_child=7 2 3 5 6 -2 -5 10 13 11 14 12 16 -7 22 17 -4 19 20 -16 -13 23 -1 -12 -25 right_child=1 -3 9 4 -6 8 -8 -9 -10 -11 21 18 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 leaf_value=-0.12577227671941121 0.88031344144240664 1.9962957454863051 0.018717592281888622 1.063684350013733 1.638787773739208 -0.069425425506555116 -0.10589219229561943 -0.49063347423777864 -0.57637880020141607 0.58606409215927124 -0.24159857387542727 -0.35077010571956635 0.67234857606887821 0.51102081026349755 0.03435427482562016 0.39823825874328611 -0.36857250479551462 0.31628634452819826 -0.58761792206764218 -0.001738105560763002 -0.089757259437704795 -0.49343653655052189 -0.16254864751168019 -0.18160049512982368 -0.22144998740266872 leaf_weight=114 23 21 645 20 22 104 28 34 25 20 25 26 20 21 2809 25 26 37 20 130078 136 20 106 24 27 leaf_count=114 23 21 645 20 22 104 28 34 25 20 25 26 20 21 2809 25 26 37 20 130078 136 20 106 24 27 internal_value=0 0.0866137 0.0513115 0.251822 0.776601 0.0540401 0.381431 -0.0013661 -0.0726552 -0.00600349 -0.00124127 -0.0196362 0.0230636 0.0280895 -0.00104508 -0.000809298 0.00371082 -0.00088441 -0.181755 -0.000972721 -0.131648 -0.273399 -0.137253 -0.215494 -0.202697 internal_weight=0 1157 1136 243 70 173 48 133299 150 893 133265 873 691 125 133169 132949 671 132924 182 132887 162 96 220 76 51 internal_count=134456 1157 1136 243 70 173 48 133299 150 893 133265 873 691 125 133169 132949 671 132924 182 132887 162 96 220 76 51 cat_boundaries=0 3 8 14 cat_threshold=32768 256 1024 1048576 67108866 0 0 131136 2147762176 262145 12288 25526400 168305152 24609 is_linear=0 shrinkage=0.01 Tree=373 num_leaves=27 num_cat=3 split_feature=5 3 24 1 7 9 2 1 3 18 7 3 2 25 4 2 25 5 0 12 5 0 5 26 18 18 split_gain=87019.4 764481 149298 214987 474976 80865.6 121289 110091 79790.8 69742 67839.4 82645.3 96497.4 41894.1 39024.9 36490.5 35230.1 31218.5 27544.1 11988.2 11416.4 5539.8 2977.67 728.109 248.826 197.752 threshold=111.98700000000001 482.64500000000004 0 126.32950000000001 5.0209280000000005 1.0695000000000003 23.769000000000002 133.53660000000005 1048.2900000000002 279.86700000000002 177.34800000000004 74.412199999999999 48.007500000000007 1 1066.3056000000001 1048.2900000000002 2 293.31000000000006 5.8604000000000012 11.553000000000003 223.35100000000003 98.970000000000013 400.11250000000007 2022.5000000000002 369.25000000000006 571.7600000000001 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 left_child=8 2 3 10 -5 7 20 17 9 13 11 12 -2 23 15 16 -15 21 -13 24 -7 -4 -19 -1 -11 -26 right_child=1 -3 5 4 -6 6 -8 -9 -10 19 -12 18 -14 14 -16 -17 -18 22 -20 -21 -22 -23 -24 -25 25 -27 leaf_value=-0.12451455193653441 0.06887181222170323 1.9763327989124115 -0.023098707264820433 1.6408479618204053 -0.15389445145924888 -0.19700990537117269 0.77474949855070852 -0.75141918076409242 -0.48572711860432344 -0.23918258914947513 0.5575905720392863 -0.12936290566514178 0.56500306506489606 0.034011950687144868 0.39425584411621095 0.31312351915481929 -0.0017207258510016129 -0.15217131889227664 -0.58202321040630334 -0.48850217676162722 0.11355264234542847 -0.19187777927943639 -0.26506646707281467 -0.16092316186652994 -0.17978448723753293 -0.21923549510814525 leaf_weight=114 444 21 263 29 30 29 26 27 34 25 30 41 43 2809 25 37 130078 33 20 20 20 21 80 106 24 27 leaf_count=114 444 21 263 29 30 29 26 27 34 25 30 41 43 2809 25 37 130078 33 20 20 20 21 80 106 24 27 internal_value=0 0.0857475 0.0507983 0.150889 0.728267 -0.0784252 0.222683 -0.133537 -0.00135241 -0.00122883 0.0945633 0.0692151 0.112678 -0.0010346 -0.00080118 -0.000875542 -0.000962969 -0.0915148 -0.277776 -0.270665 -0.0702497 -0.0355788 -0.232097 -0.13588 -0.213339 -0.20067 internal_weight=0 1157 1136 637 59 499 75 424 133299 133265 578 548 487 133169 132949 132924 132887 397 61 96 49 284 113 220 76 51 internal_count=134456 1157 1136 637 59 499 75 424 133299 133265 578 548 487 133169 132949 132924 132887 397 61 96 49 284 113 220 76 51 cat_boundaries=0 1 6 12 cat_threshold=1865 1048576 67108866 0 0 131136 2147762176 262145 12288 25526400 168305152 24609 is_linear=0 shrinkage=0.01 Tree=374 num_leaves=26 num_cat=3 split_feature=5 17 0 7 0 12 0 25 18 5 10 4 25 2 5 25 26 4 12 7 9 26 10 18 18 split_gain=85287.6 266429 215193 559564 107992 157501 106883 81369.2 68291.5 53903.4 44423.5 48014.8 53263.4 53955.4 40715.2 33790 32499.1 28842.6 11749.6 7479.91 20735.8 1828.44 1502.91 243.874 193.817 threshold=111.98700000000001 126.14700000000002 201.25000000000003 13.778000000000002 150.01600000000005 207.35339000000002 431.47500000000008 0 279.86700000000002 364.99000000000007 360.62500000000006 783.48000000000013 1 1048.2900000000002 364.99000000000007 2 2022.5000000000002 55.150500000000008 11.553000000000003 13.4625 27.234500000000004 2022.5000000000002 747.99000000000012 369.25000000000006 571.7600000000001 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 left_child=8 2 4 6 5 7 -4 9 10 -2 11 12 21 15 -9 -14 -13 19 23 20 22 -1 -12 -10 -25 right_child=1 -3 3 -5 -6 -7 -8 14 18 -11 17 16 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 leaf_value=-0.18667642929514902 0.057906510290947372 0.94407506683894571 1.8574516067504883 -0.6169666556171749 -0.70353635406494142 0.91715395736694338 0.82360914152860643 -0.018690664703274466 -0.23679076123237611 0.30783451968005726 -0.11993658634680737 -0.022675645589828489 0.033638373618105198 0.38095085940751672 -0.2293154698573211 -0.0017080660974805656 0.48534148391555337 -0.50998658861432755 -0.48361715197563171 -0.29381252717971801 0.20143859414827256 -0.26618677538091484 -0.20520074009895325 -0.17798664530118305 -0.21704314373157643 leaf_weight=61 376 35 20 23 20 20 20 413 25 112 79 20 2752 37 118 130075 34 21 20 20 21 55 28 24 27 leaf_count=61 376 35 20 23 20 20 20 413 25 112 79 20 2752 37 118 130075 34 21 20 20 21 55 28 24 27 internal_value=0 0.0848901 0.0580884 0.625889 0.0243099 0.0383204 1.34053 0.0210715 -0.00133886 0.112952 -0.00114671 -0.000940879 -0.00106194 -0.000866907 -0.0642855 -0.000973331 0.297187 -0.163174 -0.267958 -0.113964 -0.0858625 -0.206568 -0.142249 -0.211205 -0.198664 internal_weight=0 1157 1122 63 1059 1039 40 1019 133299 488 133203 133034 132980 132864 531 132827 54 169 96 148 128 116 107 76 51 internal_count=134456 1157 1122 63 1059 1039 40 1019 133299 488 133203 133034 132980 132864 531 132827 54 169 96 148 128 116 107 76 51 cat_boundaries=0 6 11 17 cat_threshold=536904192 1179904 17472 0 16777216 33554432 1048576 2 262144 0 131136 2147762176 262145 12288 25264256 168305152 24609 is_linear=0 shrinkage=0.01 Tree=375 num_leaves=16 num_cat=0 split_feature=18 5 3 1 5 3 3 2 17 22 0 5 3 3 0 split_gain=78451.2 64886.4 847630 198546 176584 248216 130570 108762 80112.3 68646.2 57169.9 56272.8 40202.2 45106.6 252.593 threshold=747.99000000000012 171.57300000000001 441.87500000000006 166.69750000000002 364.99000000000007 8.0190000000000019 1048.2900000000002 292.55550000000005 36.714000000000006 288.94250000000005 783.48000000000013 254.90500000000003 782.62500000000011 441.87500000000006 1083.9006000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 7 5 -5 9 8 11 10 12 -3 13 -1 -12 right_child=-2 2 -4 4 -6 -7 -8 -9 -10 -11 14 -13 -14 -15 -16 leaf_value=-0.00074871459024371896 0.61069887433733261 0.047662938488157176 2.0259469027952717 -0.59748990440368654 1.3226554434640068 0.97799591064453129 -0.61178420584542414 0.71062924766540536 0.46670143381754559 0.5707744112468901 -0.29274335198932228 -0.14459252554065224 0.37802530637809206 -0.18431197549424955 -0.25644286132440336 leaf_weight=133261 21 266 22 20 21 20 35 20 30 21 36 356 28 134 41 leaf_count=133261 21 266 22 20 21 20 35 20 30 21 36 356 28 134 41 internal_value=0 -0.000558353 0.0918858 0.0338375 0.580096 0.190253 -0.00108094 -0.0157485 -0.03803 -0.00092086 -0.00101079 -0.062374 -0.000853583 -0.00093311 -0.273415 internal_weight=0 134311 755 733 61 40 133556 672 652 133521 133500 622 133423 133395 77 internal_count=134332 134311 755 733 61 40 133556 672 652 133521 133500 622 133423 133395 77 is_linear=0 shrinkage=0.01 Tree=376 num_leaves=17 num_cat=1 split_feature=18 4 5 3 1 5 3 3 2 17 8 25 2 2 6 8 split_gain=76890 71715.9 76674.7 1.06252e+06 192523 173070 243276 128005 105729 77614 40628.6 35102.4 146126 124859 18558.6 789.158 threshold=747.99000000000012 1066.3056000000001 171.57300000000001 441.87500000000006 166.69750000000002 364.99000000000007 8.0190000000000019 1048.2900000000002 292.55550000000005 36.714000000000006 571.7600000000001 0 543.20000000000016 1048.2900000000002 9.2990805000000023 804.02882000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 7 4 8 6 -6 10 9 -4 11 12 -1 -13 15 -12 right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11 14 13 -14 -15 -16 -17 leaf_value=0.016827175505586017 0.60459188733782088 -0.41871940903547333 -0.058803735906017104 2.3180480761755082 -0.59151499652862549 1.3094288290114631 0.96821596527099618 -0.60566638619559154 0.70352296447753904 0.4620344123840332 -0.101573335647583 -0.0018433056297755283 0.66439442975180485 -0.72319355405867103 -0.47965801322460172 -0.1673872389134608 leaf_weight=7938 21 41 618 21 20 21 20 35 20 30 35 125395 35 24 20 38 leaf_count=7938 21 41 618 21 20 21 20 35 20 30 35 125395 35 24 20 38 internal_value=0 -0.000552769 -0.00042508 0.100402 0.0365196 0.574295 0.18835 -0.000991442 -0.0125886 -0.0346909 -0.000832895 -0.000687223 0.0196452 -0.00198118 -0.209774 -0.135833 internal_weight=0 134311 134270 750 729 61 40 133520 668 648 133485 133392 7973 125419 93 73 internal_count=134332 134311 134270 750 729 61 40 133520 668 648 133485 133392 7973 125419 93 73 cat_boundaries=0 6 cat_threshold=37748736 394241 399508 151617536 134918720 134226561 is_linear=0 shrinkage=0.01 Tree=377 num_leaves=13 num_cat=2 split_feature=18 4 10 22 0 25 2 4 24 10 10 0 split_gain=75359.9 70288.7 61749.2 53978.8 50842.2 43289.1 43145.2 23010.2 19069.3 16483.2 23395.4 10051.7 threshold=747.99000000000012 1066.3056000000001 638.18750000000011 288.94250000000005 542.34225000000004 0 154.91865000000004 5.6142500000000011 1 747.99000000000012 950.63250000000005 783.48000000000013 decision_type=2 2 2 2 2 9 2 2 1 2 2 2 left_child=1 2 3 4 5 8 -7 11 -1 -4 -11 -6 right_child=-2 -3 9 -5 7 6 -8 -9 -10 10 -12 -13 leaf_value=-0.00046698122952891665 0.59854595888228646 -0.4145322086752915 0.51723436459251071 0.49472144820473413 -0.043746294191905434 -0.00064801379736405121 0.06628821786994249 -0.46990143775939941 -0.17171744104903966 -0.026556208531061807 0.42491209030151367 -0.21261597472177424 leaf_weight=103 21 41 23 22 70 132735 970 23 207 24 22 71 leaf_count=103 21 41 23 22 70 132735 970 23 207 24 22 71 internal_value=0 -0.000547241 -0.000420829 -0.0005746 -0.000655808 -0.000440473 -0.000162394 -0.17662 -0.116611 0.298654 0.189363 -0.12878 internal_weight=0 134311 134270 134201 134179 134015 133705 164 310 69 46 141 internal_count=134332 134311 134270 134201 134179 134015 133705 164 310 69 46 141 cat_boundaries=0 4 5 cat_threshold=1048576 2 0 268435456 480 is_linear=0 shrinkage=0.01 Tree=378 num_leaves=15 num_cat=3 split_feature=18 8 5 3 1 5 3 3 8 22 24 25 25 8 split_gain=73860.2 66845.9 86061.9 1.21832e+06 228210 197150 142273 82143.8 166619 66106.2 37559.8 107900 95251 385.682 threshold=747.99000000000012 804.02882000000011 171.57300000000001 441.87500000000006 166.69750000000002 364.99000000000007 1048.2900000000002 199.59643500000001 66.538050000000013 288.94250000000005 0 1 2 1048.2900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 1 9 9 2 left_child=1 2 6 4 7 -6 9 8 -4 10 12 -12 -1 -3 right_child=-2 13 3 -5 5 -7 -8 -9 -10 -11 11 -13 -14 -15 leaf_value=-0.060546620362292115 0.59256050677526573 -0.35796465673949568 -0.045323887852565303 2.5414990668296817 0.22186357779380605 1.44303533744812 -0.64778607761158669 -0.61389689662239766 0.496021650026715 0.56019193013509117 0.03999653169972938 -0.00042846646552675442 -0.0043102545873583073 -0.30714447198169575 leaf_weight=3240 21 32 583 20 39 20 34 22 63 21 7172 81859 41178 28 leaf_count=3240 21 32 583 20 39 20 34 22 63 21 7172 81859 41178 28 internal_value=0 -0.000541897 -0.000392756 0.106644 0.0396605 0.63582 -0.000991663 -0.0129943 0.00746987 -0.0008269 -0.000915183 0.00283214 -0.00842503 -0.334249 internal_weight=0 134311 134251 747 727 59 133504 668 646 133470 133449 89031 44418 60 internal_count=134332 134311 134251 747 727 59 133504 668 646 133470 133449 89031 44418 60 cat_boundaries=0 1 7 13 cat_threshold=2696 2151694336 67239936 283012 687964160 167918080 134235136 2151694336 603979778 1073758596 1493204992 33559040 16384 is_linear=0 shrinkage=0.01 Tree=379 num_leaves=15 num_cat=0 split_feature=18 8 5 3 1 5 3 2 22 15 0 3 8 0 split_gain=72390.4 65515.7 84349.3 1.19408e+06 223669 193226 139442 103241 64790.7 56191.5 54925.5 39393.3 378.007 251.496 threshold=747.99000000000012 804.02882000000011 171.57300000000001 441.87500000000006 166.69750000000002 364.99000000000007 1048.2900000000002 292.55550000000005 288.94250000000005 86.388500000000008 783.48000000000013 782.62500000000011 1048.2900000000002 1083.9006000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 4 7 -6 8 9 10 -4 11 -1 -3 -12 right_child=-2 12 3 -5 5 -7 -8 -9 -10 -11 13 -13 -14 -15 leaf_value=-0.00083065471746911483 0.58663494200933552 -0.35438501395401545 -0.052568721308469776 2.5160840888023377 0.21964494402592 1.4286049499511719 -0.64130818984087778 0.69477264022827145 0.55459003085181824 0.45072194514067276 -0.28719603525267706 0.37429577103682926 -0.30407303214073184 -0.25097439928752624 leaf_weight=133344 21 32 625 20 39 20 34 20 21 23 36 28 28 41 leaf_count=133344 21 32 625 20 39 20 34 20 21 23 36 28 28 41 internal_value=0 -0.000536497 -0.000388847 0.105578 0.0392639 0.629462 -0.000981766 -0.0128644 -0.00081865 -0.034705 -0.000906051 -0.000751901 -0.330906 -0.267909 internal_weight=0 134311 134251 747 727 59 133504 668 133470 648 133449 133372 60 77 internal_count=134332 134311 134251 747 727 59 133504 668 133470 648 133449 133372 60 77 is_linear=0 shrinkage=0.01 Tree=380 num_leaves=10 num_cat=1 split_feature=3 9 18 9 11 22 25 11 11 split_gain=111527 77283.7 62277.9 55978.4 51396.6 51139.7 47256.3 1040.95 250.411 threshold=1048.2900000000002 1023.8910000000002 571.7600000000001 783.98480000000006 543.53000000000009 288.94250000000005 0 648.37500000000011 751.80750000000012 decision_type=2 2 2 2 2 2 9 2 2 left_child=1 2 3 4 5 6 -1 -6 -9 right_child=-2 -3 -4 -5 7 -7 -8 8 -10 leaf_value=0.085572369647102242 0.52681441116333005 0.56611833651860555 -0.39591936114430426 -0.45656503518422448 -0.19438940887451173 0.49240874699183873 -0.0015159402164688454 -0.29909662610008603 -0.25606860512181334 leaf_weight=616 40 24 40 27 25 21 133476 21 38 leaf_count=616 40 24 40 27 25 21 133476 21 38 internal_value=0 -0.00129495 -0.00139638 -0.00127881 -0.0011872 -0.00103232 -0.0011096 -0.248469 -0.271384 internal_weight=0 134288 134264 134224 134197 134113 134092 84 59 internal_count=134328 134288 134264 134224 134197 134113 134092 84 59 cat_boundaries=0 5 cat_threshold=0 262147 4 65536 33693696 is_linear=0 shrinkage=0.01 Tree=381 num_leaves=10 num_cat=1 split_feature=3 9 18 9 11 22 25 11 11 split_gain=109307 75745.7 61038.6 54864.4 50373.8 50122 46330.6 1020.23 245.428 threshold=1048.2900000000002 1023.8910000000002 571.7600000000001 783.98480000000006 543.53000000000009 288.94250000000005 0 648.37500000000011 751.80750000000012 decision_type=2 2 2 2 2 2 9 2 2 left_child=1 2 3 4 5 6 -1 -6 -9 right_child=-2 -3 -4 -5 7 -7 -8 8 -10 leaf_value=0.084730315075133941 0.52154625892639161 0.5604571906725565 -0.39196017065644262 -0.45199939109660958 -0.19244551506042482 0.48748465583437961 -0.0015007818726493116 -0.29610565980275472 -0.25350791655088728 leaf_weight=616 40 24 40 27 25 21 133476 21 38 leaf_count=616 40 24 40 27 25 21 133476 21 38 internal_value=0 -0.00128194 -0.00138235 -0.00126596 -0.00117527 -0.00102194 -0.00109844 -0.245984 -0.26867 internal_weight=0 134288 134264 134224 134197 134113 134092 84 59 internal_count=134328 134288 134264 134224 134197 134113 134092 84 59 cat_boundaries=0 5 cat_threshold=0 262147 4 65536 33693696 is_linear=0 shrinkage=0.01 Tree=382 num_leaves=10 num_cat=1 split_feature=3 9 18 9 11 22 25 11 11 split_gain=107132 74238.4 59823.9 53772.6 49371.4 49124.5 45433.6 999.931 240.544 threshold=1048.2900000000002 1023.8910000000002 571.7600000000001 783.98480000000006 543.53000000000009 288.94250000000005 0 648.37500000000011 751.80750000000012 decision_type=2 2 2 2 2 2 9 2 2 left_child=1 2 3 4 5 6 -1 -6 -9 right_child=-2 -3 -4 -5 7 -7 -8 8 -10 leaf_value=0.074621654089332232 0.51633076095581054 0.55485255559285485 -0.38804056730866437 -0.44747939233426692 -0.19052105817794801 0.48260983421688991 -0.0015347034955336587 -0.29314459823426747 -0.25097283513922442 leaf_weight=778 40 24 40 27 25 21 133314 21 38 leaf_count=778 40 24 40 27 25 21 133314 21 38 internal_value=0 -0.00126906 -0.00136847 -0.00125323 -0.00116345 -0.00101166 -0.00108739 -0.243524 -0.265983 internal_weight=0 134288 134264 134224 134197 134113 134092 84 59 internal_count=134328 134288 134264 134224 134197 134113 134092 84 59 cat_boundaries=0 6 cat_threshold=2148532224 262147 4 65536 33693696 512 is_linear=0 shrinkage=0.01 Tree=383 num_leaves=14 num_cat=2 split_feature=9 9 18 9 2 4 24 0 11 25 6 8 9 split_gain=72720.7 97034.9 58717.9 60499.6 426966 56840 63082.3 98178.9 57673.1 54961.1 28777.6 17331.9 16700.8 threshold=1023.8910000000002 783.98480000000006 571.7600000000001 362.49400000000003 77.14060000000002 293.27220000000005 0 57.417500000000011 648.37500000000011 1 95.336000000000027 26.146800000000006 396.4661000000001 decision_type=2 2 2 2 2 2 1 2 2 9 2 2 2 left_child=1 2 3 5 11 8 10 -8 9 -1 -7 12 -5 right_child=-2 -3 -4 4 -6 6 7 -9 -10 -11 -12 -13 -14 leaf_value=0.10609929478665192 0.54930406411488852 -0.5898285288470132 -0.38416015901230277 0.18039592374454846 1.5601034145355226 0.056149390607044616 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232.66575000000003 2022.5000000000002 decision_type=2 2 2 2 2 9 1 2 9 2 2 left_child=1 2 3 4 7 6 -6 8 -1 -7 -9 right_child=-2 -3 -4 -5 5 9 -8 10 -10 -11 -12 leaf_value=0.14147976471827581 0.51100199604034424 0.54381100654602055 -0.38031856324523688 -0.38326205094655358 0.41810093475856241 -0.011019151468493882 0.05139554593473257 -0.19185368764476898 -0.0023172751286907492 -0.38903962881137161 -0.46513792436950063 leaf_weight=276 40 24 40 36 261 2884 1386 39 129254 39 49 leaf_count=276 40 24 40 36 261 2884 1386 39 129254 39 49 internal_value=0 -0.00124515 -0.00134258 -0.00122964 -0.00112715 0.0302192 0.11168 -0.00223234 -0.00200013 -0.0160081 -0.344023 internal_weight=0 134288 134264 134224 134188 4570 1647 129618 129530 2923 88 internal_count=134328 134288 134264 134224 134188 4570 1647 129618 129530 2923 88 cat_boundaries=0 6 7 12 cat_threshold=580943872 135936 138413312 131072 33558529 2048 18 0 262146 4 65536 139264 is_linear=0 shrinkage=0.01 Tree=385 num_leaves=18 num_cat=1 split_feature=2 5 3 9 25 3 5 6 3 1 5 7 5 5 5 5 5 split_gain=105986 85663 303330 100187 73122.6 197415 128965 126318 96272.2 66537 92322.5 56590 35301.1 15963.4 9296.95 1587.32 504.579 threshold=1048.2900000000002 481.77300000000008 8.3632500000000025 1023.8910000000002 0 782.62500000000011 254.90500000000003 442.27000000000004 1048.2900000000002 437.49875000000003 9.3037500000000026 550.05000000000007 650.90000000000009 1066.3056000000001 364.99000000000007 544.35000000000002 783.48000000000013 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 12 4 5 6 7 -1 9 11 -11 -6 15 16 -8 -3 -14 right_child=-2 2 -4 -5 8 -7 14 -9 -10 10 -12 -13 13 -15 -16 -17 -18 leaf_value=0.028101542552415398 -0.56617017501231393 -0.28065917988618216 0.98636223459243777 -0.69031892413184748 -0.0013018846847943544 0.82787823223298607 -0.32971690466237624 0.4676480235475482 -0.6950543575286865 0.11157522266371209 0.84818727779388425 -0.34120545844642486 0.18673317872560941 -0.088374253082275395 -0.58246116811578919 -0.16680357809066773 0.24845429879647715 leaf_weight=6980 33 24 40 21 126849 31 43 66 20 114 20 49 26 25 22 25 27 leaf_count=6980 33 24 40 21 126849 31 43 66 20 114 20 49 26 25 22 25 27 internal_value=0 0.000617732 0.226961 0.000336099 0.000444179 0.0315556 0.0281285 0.0322188 -0.00130708 -0.00119795 0.221517 -0.00143313 -0.01222 0.119923 -0.415261 -0.22257 0.218176 internal_weight=0 134382 167 134215 134194 7142 7111 7046 127052 127032 134 126898 127 78 65 49 53 internal_count=134415 134382 167 134215 134194 7142 7111 7046 127052 127032 134 126898 127 78 65 49 53 cat_boundaries=0 6 cat_threshold=32768 67371011 274436 289996800 167915584 641 is_linear=0 shrinkage=0.01 Tree=386 num_leaves=22 num_cat=1 split_feature=2 5 11 4 9 25 9 5 6 9 7 1 9 2 9 5 5 5 5 7 5 split_gain=103877 83958.3 350247 215538 98192.9 71667.4 165611 124986 130133 100841 73672.8 65652.4 40951.3 38054.5 35136.7 23696.7 16170.2 9709.1 1231.75 1114.03 190.81 threshold=1048.2900000000002 481.77300000000008 53.637000000000008 52.021000000000008 1023.8910000000002 0 362.49400000000003 254.90500000000003 442.27000000000004 482.64500000000004 550.05000000000007 437.49875000000003 673.83140000000014 27.234500000000004 673.83140000000014 650.90000000000009 364.99000000000007 783.48000000000013 544.35000000000002 783.98480000000006 1066.3056000000001 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 15 5 6 7 8 -1 -8 11 14 -11 -13 -7 18 -9 -17 -3 -12 -19 right_child=-2 2 -4 -5 -6 10 9 16 -10 12 19 13 -14 -15 -16 17 -18 20 -20 -21 -22 leaf_value=0.026512210299053089 -0.56050848211302895 -0.27528414769606158 1.4662656278610229 0.76747306968226581 -0.6834157516842797 -0.0012950530776629501 1.1020829906917755 -0.29313339494523549 0.47604307702871468 -0.045581235343759713 -0.40852610375200005 0.14625673084347338 0.55790150507636693 0.60255780566822403 -0.40096986526792699 0.12861293594042461 -0.62299018279365881 -0.13970791975657146 -0.37994705842888876 -0.31932218113115857 -0.098432474363417857 leaf_weight=6946 33 22 20 33 21 126844 21 42 65 22 28 108 23 22 22 24 23 24 23 28 21 leaf_count=6946 33 22 20 33 21 126844 21 42 65 22 28 108 23 22 22 24 23 24 23 28 21 internal_value=0 0.000611555 0.224692 0.0557702 0.000332738 0.000439737 0.0312401 0.0266332 0.0306799 0.529889 -0.001294 -0.0011342 0.262865 0.223477 -0.00136436 -0.150249 -0.409852 -0.0338168 -0.328779 -0.363924 -0.120446 internal_weight=0 134382 167 147 134215 134194 7142 7076 7011 66 127052 126996 45 130 126866 114 65 69 45 56 45 internal_count=134415 134382 167 147 134215 134194 7142 7076 7011 66 127052 126996 45 130 126866 114 65 69 45 56 45 cat_boundaries=0 6 cat_threshold=32768 67371011 274436 289996800 167915584 641 is_linear=0 shrinkage=0.01 Tree=387 num_leaves=20 num_cat=2 split_feature=2 0 4 8 5 5 0 6 8 3 3 25 11 18 25 26 0 26 6 split_gain=101810 86118.7 310178 196262 323289 346000 76844.8 74074.4 366235 210227 149663 91672 46728 40629.7 39280.8 33579 31773.4 8520.29 7058.38 threshold=1048.2900000000002 223.35100000000003 255.07275000000001 143.07675000000003 54.567500000000003 186.22625000000002 232.94400000000005 442.27000000000004 5.6142500000000011 5.6142500000000011 1048.2900000000002 0 751.80750000000012 571.7600000000001 1 2022.5000000000002 309.85375000000005 2022.5000000000002 657.87500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 left_child=1 7 3 4 6 -6 -3 10 9 15 11 17 13 -13 -8 -9 -5 -1 -17 right_child=-2 2 -4 16 5 -7 14 8 -10 -11 -12 12 -14 -15 -16 18 -18 -19 -20 leaf_value=0.1811994850472228 -0.55490338105143922 0.5068302036734188 1.1615982380619756 -0.30696220959935866 1.7158251978397367 0.097271626123360225 -0.1227432774066925 0.1526934576034546 1.4130766279047184 0.97558936119079587 -0.66361951435313504 -0.00036874106573288052 0.35497222359116015 -0.3624380376646596 0.065619314689408334 -0.31553284959300704 -0.85076927531849256 0.33346741160830939 -0.13837173532355915 leaf_weight=73 33 34 27 21 25 28 140 31 22 20 34 133258 37 31 415 46 22 74 44 leaf_count=73 33 34 27 21 25 28 140 31 22 20 34 133258 37 31 415 46 22 74 44 internal_value=0 0.000605439 0.110292 0.0688541 0.112661 0.86074 0.0453463 2.11857e-05 0.213068 0.0258327 -0.000238925 -6.99404e-05 -0.000354288 -0.00045295 0.0170752 -0.131152 -0.585189 0.241428 -0.228921 internal_weight=0 134382 712 685 642 53 589 133670 163 141 133507 133473 133326 133289 555 121 43 147 90 internal_count=134415 134382 712 685 642 53 589 133670 163 141 133507 133473 133326 133289 555 121 43 147 90 cat_boundaries=0 5 11 cat_threshold=0 0 4 0 8192 512 1048576 17408 272629760 0 33554432 is_linear=0 shrinkage=0.01 Tree=388 num_leaves=27 num_cat=8 split_feature=2 0 4 7 25 5 0 25 24 25 26 24 26 24 12 7 11 3 1 0 2 1 24 7 24 26 split_gain=99783.7 84392.5 304010 227689 247251 457080 89794 62059.4 311383 117998 110683 105793 54817.3 50954 50406.5 228021 96836.3 67674.7 79408.2 43263.4 40475.2 37944.2 33991.7 28222 6308.97 483.29 threshold=1048.2900000000002 223.35100000000003 255.07275000000001 44.166500000000006 0 10.803750000000003 232.94400000000005 1 2 3 2022.5000000000002 4 2022.5000000000002 5 137.61420000000001 202.63000000000002 292.38750000000005 1048.2900000000002 1066.3056000000001 479.65650000000011 271.95250000000004 15.577650000000002 6 213.3887 7 2022.5000000000002 decision_type=2 2 2 2 9 2 2 9 1 9 2 1 2 1 2 2 2 2 2 2 2 2 1 2 1 2 left_child=1 7 3 4 5 21 -6 8 10 25 -1 12 -11 -8 17 16 22 18 20 23 -9 -3 -16 -5 -13 -10 right_child=-2 2 -4 19 6 -7 13 14 9 11 -12 24 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.27752509584232254 -0.54935433965740788 0.16135150055387126 1.1499822386988887 -0.59935739135742194 0.54177259538322686 1.9523614382743837 0.092685793536970512 -0.001149400667972651 -0.3500716072320938 0.52383464050292972 0.92831751193319056 0.014790578576880443 0.11470047387209804 -0.10871005673388967 0.15474690329937535 0.900249103343848 0.6785870929386304 -0.4924298143386841 0.53173298563276017 -0.89257313394546511 0.10668443972196824 0.6485064413433983 -0.030858490007433726 -0.080327784364873714 -0.076734766567295248 -0.30606865295997032 leaf_weight=49 33 67 27 20 32 20 249 132062 48 65 56 132 66 234 121 33 23 28 28 20 349 21 392 22 166 52 leaf_count=49 33 67 27 20 32 20 249 132062 48 65 56 132 66 234 121 33 23 28 28 20 349 21 392 22 166 52 internal_value=0 0.000599342 0.109181 0.0681572 0.125672 0.537936 0.028223 2.0974e-05 0.0979502 -0.00464672 0.5703 0.0688256 0.295174 -0.00521663 -0.000453049 0.0934665 0.0437952 -0.000856506 -0.000752579 -0.509771 -0.000865179 0.277604 0.0153348 -0.327485 -0.0370294 -0.297446 internal_weight=0 134382 712 685 623 108 515 133670 634 529 105 429 131 483 133036 569 536 132467 132439 62 132411 88 513 42 298 100 internal_count=134415 134382 712 685 623 108 515 133670 634 529 105 429 131 483 133036 569 536 132467 132439 62 132411 88 513 42 298 100 cat_boundaries=0 2 8 9 14 15 16 17 18 cat_threshold=32768 4096 0 2 4100 65536 139328 512 1028 0 2 0 0 139264 545 3610 1296 2114 is_linear=0 shrinkage=0.01 Tree=389 num_leaves=24 num_cat=3 split_feature=2 0 4 7 25 5 0 6 9 25 24 10 2 6 11 5 0 20 1 7 8 6 6 split_gain=97798 82709.6 297962 223156 242334 447984 88008.2 72448.9 469291 62039.9 49980.2 48276.6 66474.8 47423.2 47312 175985 42402.4 42203 37189.1 27660.4 26298.5 8960.5 4731.37 threshold=1048.2900000000002 223.35100000000003 255.07275000000001 44.166500000000006 0 10.803750000000003 232.94400000000005 442.27000000000004 33.06750000000001 1 2 292.38750000000005 174.86250000000004 482.64500000000004 225.07500000000002 232.66575000000003 479.65650000000011 324.92500000000007 15.577650000000002 213.3887 91.825000000000003 657.87500000000011 1043.5418000000002 decision_type=2 2 2 2 9 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 4 5 18 -6 9 13 -1 -8 14 20 -9 17 -16 19 -11 -3 -5 -13 -15 -23 right_child=-2 2 -4 16 6 -7 10 8 -10 11 -12 12 -14 21 15 -17 -18 -19 -20 -21 -22 22 -24 leaf_value=0.19594629998532881 -0.54386080575711804 0.15973797271500773 1.1384824399594908 -0.59336381006240846 0.53635487723164266 1.932837944984436 0.091794725849821748 0.39635895426456741 1.6454811677932739 -0.00060384805784833196 -0.10766750975160815 -0.13310526039340709 -0.6915622253417969 -0.18649149001969231 0.056152304146024914 0.96316130762514862 -0.88364742040634159 0.32840177731636244 0.64202141761779785 -0.079524507089094684 0.17544247418642045 0.048928336610599442 -0.12493086970370749 leaf_weight=151 33 67 27 20 32 20 249 26 20 132734 234 202 20 45 306 23 20 39 21 22 32 49 23 leaf_count=151 33 67 27 20 32 20 249 26 20 132734 234 202 20 45 306 23 20 39 21 22 32 49 23 internal_value=0 0.000593383 0.108087 0.0674733 0.124412 0.532556 0.0279377 2.08105e-05 0.210717 -0.000236431 -0.00516778 -0.000473228 -0.138206 0.010051 -0.000210426 0.11956 -0.504674 -0.000507208 0.274828 -0.32421 -0.0909107 -0.0757952 -0.00661002 internal_weight=0 134382 712 685 623 108 515 133670 163 133507 483 133356 254 143 133102 329 62 132773 88 42 234 117 72 internal_count=134415 134382 712 685 623 108 515 133670 163 133507 483 133356 254 143 133102 329 62 132773 88 42 234 117 72 cat_boundaries=0 2 7 8 cat_threshold=32768 4096 0 0 4 0 8192 3610 is_linear=0 shrinkage=0.01 Tree=390 num_leaves=18 num_cat=3 split_feature=3 1 1 2 24 1 2 0 25 24 7 2 26 1 26 2 0 split_gain=102914 60889.8 68675.9 36320.8 176127 309404 52189.3 49622 44553.3 113735 53788.8 35267.5 25565.3 25467.6 17258.8 15842.2 1444.84 threshold=1048.2900000000002 650.90000000000009 543.20000000000016 437.49875000000003 0 77.943750000000009 543.20000000000016 783.48000000000013 1 2 441.87500000000006 26.787500000000005 2022.5000000000002 1066.3056000000001 2022.5000000000002 783.48000000000013 1083.9006000000002 decision_type=2 2 2 2 1 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 3 7 5 14 -6 8 9 -1 -10 12 -3 -14 -5 -8 -9 right_child=-2 11 -4 4 6 -7 15 16 10 -11 -12 -13 13 -15 -16 -17 -18 leaf_value=-0.084173660202302797 0.50066624152951122 0.018867600014869205 0.4040857144764492 0.039259626323526559 -0.12973874849431655 1.1908484211175339 -0.46136939893450057 0.21210164696829661 -0.00099686648407618832 0.13892497847535018 0.19237812048859065 -0.61016699504852301 -0.085306230141566353 -0.53232197265625003 -0.23358970807523144 -0.76677110036214191 0.30060492295485275 leaf_weight=335 41 47 42 44 34 23 35 35 132620 682 144 20 26 25 49 33 39 leaf_count=335 41 47 42 44 34 23 35 35 132620 682 144 20 26 25 49 33 39 internal_value=0 -0.000419577 -0.0002198 -0.000346454 -0.129319 0.140246 -0.409487 -0.000136406 -0.000279605 0.0653322 -0.000787067 -0.227479 -0.14938 -0.304432 -0.1045 -0.609579 0.258745 internal_weight=0 134233 134115 134073 218 116 102 133855 133781 1017 132764 118 98 51 93 68 74 internal_count=134274 134233 134115 134073 218 116 102 133855 133781 1017 132764 118 98 51 93 68 74 cat_boundaries=0 1 6 7 cat_threshold=2169 0 67108867 4100 151060480 139264 2194 is_linear=0 shrinkage=0.01 Tree=391 num_leaves=21 num_cat=2 split_feature=1 1 5 1 6 6 10 5 5 24 18 7 25 0 9 26 1 1 5 1 split_gain=71791.6 70891.2 217637 128568 41864.3 86820.7 57225.7 47645.2 46116.6 187708 57679.1 33503.3 30841.3 92690.3 24681.6 15161.7 28994.2 11841.9 3428.78 2557.71 threshold=650.90000000000009 437.49875000000003 55.571249999999999 480.00160000000005 783.98480000000006 1043.5418000000002 242.38250000000002 783.48000000000013 171.57300000000001 0 484.61250000000007 276.13500000000005 1 28.887157000000002 27.234500000000004 2022.5000000000002 789.60480000000007 543.20000000000016 1066.3056000000001 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 left_child=1 4 3 -3 6 -6 7 8 10 -10 -1 12 13 -8 -14 16 -2 -5 -9 -17 right_child=15 2 -4 17 5 -7 11 18 9 -11 -12 -13 14 -15 -16 19 -18 -19 -20 -21 leaf_value=-0.00022559666135692102 -0.4183390276772635 0.52245582362583709 1.0516849598517783 -0.34706114663018123 0.59996750311418012 -0.21103955027731983 -0.11627177695433298 -0.37381218637738911 0.37794174888382664 -0.012828827380266004 -0.37535779585198664 -0.50513600544496018 -0.076422426062872861 -0.86460588169097907 0.19862024599313735 -0.29234941223689492 0.051669864109584261 -0.084803664756543717 -0.21433420419692994 -0.41934320680026355 leaf_weight=132861 21 35 26 36 33 22 96 28 153 505 41 22 177 20 40 35 35 33 26 29 leaf_count=132861 21 35 26 36 33 22 96 28 153 505 41 22 177 20 40 35 35 33 26 29 internal_value=0 -4.51757e-05 0.233362 0.0287811 -0.000271575 0.275565 -0.000384817 -4.79324e-05 7.21398e-05 0.0835831 -0.000341324 -0.127181 -0.102211 -0.225827 -0.0245901 -0.244749 -0.124583 -0.221634 -0.297026 -0.349893 internal_weight=0 134154 130 104 134024 55 133969 133614 133560 658 132902 355 333 116 217 120 56 69 54 64 internal_count=134274 134154 130 104 134024 55 133969 133614 133560 658 132902 355 333 116 217 120 56 69 54 64 cat_boundaries=0 1 6 cat_threshold=529 32768 0 16384 0 1 is_linear=0 shrinkage=0.01 Tree=392 num_leaves=18 num_cat=3 split_feature=3 1 1 2 24 1 2 0 25 24 7 2 26 1 26 2 0 split_gain=100759 58360.9 66776.2 35610.4 172560 302920 51076 48707.5 43692.6 111508 52800.9 34532.7 24703.5 24817.8 16890.4 15507.4 1418.16 threshold=1048.2900000000002 650.90000000000009 543.20000000000016 437.49875000000003 0 77.943750000000009 543.20000000000016 783.48000000000013 1 2 441.87500000000006 26.787500000000005 2022.5000000000002 1066.3056000000001 2022.5000000000002 783.48000000000013 1083.9006000000002 decision_type=2 2 2 2 1 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 3 7 5 14 -6 8 9 -1 -10 12 -3 -14 -5 -8 -9 right_child=-2 11 -4 4 6 -7 15 16 10 -11 -12 -13 13 -15 -16 -17 -18 leaf_value=-0.083335837758105741 0.49539947928451911 0.019962256715652792 0.3984575648534866 0.038829807476563886 -0.12863835334777832 1.1783157521745433 -0.45669845853533064 0.21014046995980398 -0.00098594513499695416 0.13756812935964222 0.19060507789254189 -0.60138689899444575 -0.081529674163231494 -0.52280530967712402 -0.23109170446590502 -0.75885534893382689 0.29782275419968829 leaf_weight=335 41 47 42 44 34 23 35 35 132620 682 144 20 26 25 49 33 39 leaf_count=335 41 47 42 44 34 23 35 35 132620 682 144 20 26 25 49 33 39 internal_value=0 -0.00041235 -0.000216766 -0.000341655 -0.128046 0.13878 -0.405361 -0.000133672 -0.000275545 0.0646994 -0.000778081 -0.222707 -0.145425 -0.297841 -0.103387 -0.603333 0.256351 internal_weight=0 134233 134115 134073 218 116 102 133855 133781 1017 132764 118 98 51 93 68 74 internal_count=134274 134233 134115 134073 218 116 102 133855 133781 1017 132764 118 98 51 93 68 74 cat_boundaries=0 1 6 7 cat_threshold=2169 0 67108867 4100 151060480 139264 2194 is_linear=0 shrinkage=0.01 Tree=393 num_leaves=19 num_cat=0 split_feature=1 1 5 1 6 6 10 4 4 5 5 7 7 26 1 1 5 1 split_gain=69144.7 68463.4 213337 126549 40867.7 85110.8 56106.4 60875.7 48209.2 46626 48984.2 21977.5 50110 14438.3 28362.4 11309.4 3338.06 2381.43 threshold=650.90000000000009 437.49875000000003 55.571249999999999 480.00160000000005 783.98480000000006 1043.5418000000002 242.38250000000002 242.64500000000001 1066.3056000000001 783.48000000000013 171.57300000000001 161.90640000000005 59.996000000000002 2022.5000000000002 789.60480000000007 543.20000000000016 1066.3056000000001 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 4 3 -3 6 -6 8 11 9 10 -1 12 -8 14 -2 -5 -11 -15 right_child=13 2 -4 15 5 -7 7 -9 -10 16 -12 -13 -14 17 -16 -17 -18 -19 leaf_value=-0.0004478373776824724 -0.41346761805670607 0.51656411388942181 1.0395306623899021 -0.34423271973927821 0.59345965356537789 -0.20952175416729668 -0.098244924765878497 -0.59174881036464988 0.37104116725921626 -0.3696898663043976 0.086309303525687164 -0.35199258360369456 0.41987331914901732 -0.28727385296140401 0.051391983577183317 -0.087940211151585429 -0.21233560461264389 -0.40981334225884802 leaf_weight=132871 21 35 26 36 33 22 280 26 35 28 654 29 20 35 35 33 26 29 leaf_count=132871 21 35 26 36 33 22 280 26 35 28 654 29 20 35 35 33 26 29 internal_value=0 -4.36845e-05 0.229332 0.0267821 -0.000266173 0.272267 -0.00037806 -0.125928 -4.44857e-05 -0.000141717 -2.29044e-05 -0.0891152 -0.0637037 -0.240194 -0.12293 -0.221658 -0.293927 -0.3428 internal_weight=0 134154 130 104 134024 55 133969 355 133614 133579 133525 329 300 120 56 69 54 64 internal_count=134274 134154 130 104 134024 55 133969 355 133614 133579 133525 329 300 120 56 69 54 64 is_linear=0 shrinkage=0.01 Tree=394 num_leaves=17 num_cat=1 split_feature=1 1 2 2 0 4 14 25 2 1 2 26 1 1 26 26 split_gain=67768.7 67101 287167 172219 42715.5 56997.9 38843.8 44225.6 31644.9 30498.4 30237.7 16155.6 24187.6 15312.7 5221.26 4007.11 threshold=650.90000000000009 437.49875000000003 91.035000000000011 1048.2900000000002 783.48000000000013 783.48000000000013 479.13100000000003 0 8.0285000000000029 480.00160000000005 26.787500000000005 2022.5000000000002 1066.3056000000001 543.20000000000016 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 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=0.065187936437302738 -0.037128847910433402 0.26396648243495396 1.2978155467623755 -0.6824125682502179 0.14648764581391305 -0.19767556543703432 -0.10653344769030809 -0.00043459929057518786 -0.56224118721485139 -0.23431005578292044 -0.59274325275421147 -0.077841640344032875 -0.51347912445068356 0.053495444986555313 0.31547513263981519 -0.35534267598390579 leaf_weight=1025 49 35 21 37 33 27 64 132737 20 38 20 26 25 36 41 40 leaf_count=1025 49 35 21 37 33 27 64 132737 20 38 20 26 25 36 41 40 internal_value=0 -4.32476e-05 0.227039 -0.000263511 -7.51385e-05 -0.000207867 -6.1901e-05 7.30982e-05 -0.215035 0.020742 -0.237792 -0.166802 -0.291389 -0.0942966 0.240116 -0.291805 internal_weight=0 134154 130 134024 133987 133913 133846 133762 84 109 120 100 51 74 74 67 internal_count=134274 134154 130 134024 133987 133913 133846 133762 84 109 120 100 51 74 74 67 cat_boundaries=0 5 cat_threshold=0 67108867 4100 151060480 139328 is_linear=0 shrinkage=0.01 Tree=395 num_leaves=11 num_cat=0 split_feature=3 11 5 5 4 22 0 2 11 11 split_gain=240156 54932 149105 51535.1 49578 45577.8 37088 34594.4 12168.9 16028.5 threshold=1048.2900000000002 481.77300000000008 33.260025000000006 1066.3056000000001 1066.3056000000001 266.84000000000009 1083.9006000000002 23.769000000000002 543.53000000000009 751.80750000000012 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 4 5 6 7 -1 -3 -10 right_child=-2 2 -4 -5 -6 -7 -8 -9 9 -11 leaf_value=-0.00038695682743654321 0.8538771655342795 0.2588070378303528 0.98261141413734066 -0.40074655450880531 0.40047343823217574 0.47785754227638244 -0.30400951814651489 0.028514934666559286 -0.18339893147349359 0.1284208631515503 leaf_weight=129760 33 20 21 32 31 20 40 4278 32 34 leaf_count=129760 33 20 21 32 31 20 40 4278 32 34 internal_value=0 0.000693177 0.227182 0.00051254 0.000608271 0.000515833 0.000444629 0.000535485 0.0427173 -0.0227645 internal_weight=0 134268 107 134161 134129 134098 134078 134038 86 66 internal_count=134301 134268 107 134161 134129 134098 134078 134038 86 66 is_linear=0 shrinkage=0.01 Tree=396 num_leaves=12 num_cat=3 split_feature=3 18 25 24 26 22 17 0 25 1 26 split_gain=235376 53150.6 50700 313852 68710.6 44710.2 38268.4 40732.3 137164 81652.4 10984.4 threshold=1048.2900000000002 650.90000000000009 0 1 2022.5000000000002 266.84000000000009 662.73140000000001 25.333500000000004 2 395.70800000000008 2022.5000000000002 decision_type=2 2 9 1 2 2 2 2 9 2 2 left_child=1 2 3 4 -1 6 7 9 -9 -4 -5 right_child=-2 -3 5 10 -6 -7 -8 8 -10 -11 -12 leaf_value=0.3327429394223797 0.84533841219815342 0.43632811341966898 -0.0010343239809418308 -0.073960898263113833 0.81461004734039311 0.47307896161079405 -0.34026219917066175 0.11452149500053133 -0.0058333642803463518 0.19869967405970504 -0.23303603304437842 leaf_weight=67 33 28 129145 91 53 20 33 1334 3209 205 83 leaf_count=67 33 28 129145 91 53 20 33 1334 3209 205 83 internal_value=0 0.000686245 0.000595378 0.129591 0.503601 0.000302546 0.000231966 0.000315886 0.0297467 -0.000717776 -0.141698 internal_weight=0 134268 134240 294 120 133946 133926 133893 4543 129350 174 internal_count=134301 134268 134240 294 120 133946 133926 133893 4543 129350 174 cat_boundaries=0 5 6 12 cat_threshold=1048576 262146 0 128 139264 3220 595623936 131072 4195328 32 1 2048 is_linear=0 shrinkage=0.01 Tree=397 num_leaves=12 num_cat=2 split_feature=3 11 5 25 26 4 5 22 25 11 11 split_gain=230692 53711 146173 55778.7 105568 66351.2 47678.8 43822.7 34837.7 11935.8 15694.3 threshold=1048.2900000000002 481.77300000000008 33.260025000000006 0 2022.5000000000002 1066.3056000000001 1066.3056000000001 266.84000000000009 1 543.53000000000009 751.80750000000012 decision_type=2 2 2 9 2 2 2 2 9 2 2 left_child=1 3 9 4 -1 6 7 8 -5 -3 -11 right_child=-2 2 -4 5 -6 -7 -8 -9 -10 10 -12 leaf_value=-0.038241835520817682 0.83688499277288264 0.25600443649291993 0.97260287648155586 0.013396986830617628 0.56954827495649751 0.47857877945077831 -0.40523101798419298 0.46834820079803463 -0.0017553476930745246 -0.18180798925459385 0.12674448097453397 leaf_weight=65 33 20 21 17435 51 29 29 20 116532 32 34 leaf_count=65 33 20 21 17435 51 29 29 20 116532 32 34 internal_value=0 0.000679463 0.224637 0.000500846 0.210804 0.000303105 0.000199633 0.000287384 0.000217507 0.0419947 -0.0228567 internal_weight=0 134268 107 134161 116 134045 134016 133987 133967 86 66 internal_count=134301 134268 107 134161 116 134045 134016 133987 133967 86 66 cat_boundaries=0 5 11 cat_threshold=0 2 0 0 139264 2182381696 537264129 394768 3506634912 134255104 134234273 is_linear=0 shrinkage=0.01 Tree=398 num_leaves=14 num_cat=2 split_feature=3 11 5 25 24 26 4 5 1 1 11 11 26 split_gain=226102 52642.1 143264 54616.6 322790 86710.9 65059.9 46705.3 40331.1 64874.3 11698.3 15382 10990.2 threshold=1048.2900000000002 481.77300000000008 33.260025000000006 0 1 2022.5000000000002 1066.3056000000001 1066.3056000000001 1066.3056000000001 650.90000000000009 543.53000000000009 751.80750000000012 2022.5000000000002 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 3 10 4 5 -1 7 8 9 -5 -3 -12 -6 right_child=-2 2 -4 6 12 -7 -8 -9 -10 -11 11 -13 -14 leaf_value=0.32951276295220672 0.82851611195188579 0.25344439983367922 0.96287686620439805 0.00025603905148833579 -0.073156647944188385 0.87982270069122315 0.47379296796075232 -0.40117870774762382 0.3445485230053173 -0.29393362385431926 -0.17998990766704082 0.12547704949098473 -0.2332984279703211 leaf_weight=67 33 20 21 133705 91 50 29 29 34 75 32 34 81 leaf_count=67 33 20 21 133705 91 50 29 29 34 75 32 34 81 internal_value=0 0.000672677 0.222391 0.000495846 0.135499 0.520224 0.000194269 9.16682e-05 0.000178631 9.11099e-05 0.0415748 -0.0226281 -0.140409 internal_weight=0 134268 107 134161 289 117 133872 133843 133814 133780 86 66 172 internal_count=134301 134268 107 134161 289 117 133872 133843 133814 133780 86 66 172 cat_boundaries=0 5 6 cat_threshold=1048576 262146 0 128 139264 3220 is_linear=0 shrinkage=0.01 Tree=399 num_leaves=9 num_cat=0 split_feature=3 18 7 11 4 9 2 7 split_gain=221602 52043.5 42215 37586.2 42309.9 36734.7 275059 54533.8 threshold=1048.2900000000002 650.90000000000009 1043.5418000000002 751.80750000000012 1066.3056000000001 9.0774200000000018 292.55550000000005 550.05000000000007 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=-0.0003697524510673426 0.82023101084160088 0.43174687658037458 -0.41031156516075135 0.31105064881153593 0.36995632971486736 0.020726076936187027 0.84337309930382709 -0.27565797289212546 leaf_weight=129348 33 28 25 39 31 4684 41 72 leaf_count=129348 33 28 25 39 31 4684 41 72 internal_value=0 0.000665951 0.000576035 0.00065257 0.000562349 0.000476985 0.0278644 -0.000522903 internal_weight=0 134268 134240 134215 134176 134145 4725 129420 internal_count=134301 134268 134240 134215 134176 134145 4725 129420 is_linear=0 shrinkage=0.01 Tree=400 num_leaves=19 num_cat=0 split_feature=3 4 0 11 2 5 21 10 18 2 0 0 2 2 11 0 9 26 split_gain=86706.4 50061 297024 133537 106634 65076.5 51927.6 47290.8 42897.1 41550.6 34462.6 46238.4 331575 237299 15946.3 5645.05 3889.33 763.516 threshold=1048.2900000000002 65.427500000000009 542.34225000000004 398.32578000000007 480.00160000000005 441.68000000000006 47.420000000000009 213.3887 484.61250000000007 132.07150000000004 783.48000000000013 65.08550000000001 480.00160000000005 1048.2900000000002 109.46750000000002 57.417500000000011 162.20850000000004 2022.5000000000002 decision_type=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 8 10 14 11 13 -13 -1 15 16 -9 -12 right_child=-2 2 -4 -5 -6 -7 -8 9 -10 -11 17 12 -14 -15 -16 -17 -18 -19 leaf_value=0.00033148047482508555 0.47283593397874102 0.023843073263856006 1.2072855212471703 0.85139320349693293 0.7220159552314066 -0.39932681378391055 0.4921030591800809 -0.10229345039071466 0.35087847829716545 -0.49099551589400686 -0.24149291189093341 0.034551971390338269 1.2687376057017934 -0.84776736375057338 0.14525007588522773 -0.25472097852955694 0.039125932965959821 -0.17889866185188294 leaf_weight=129962 39 1789 22 20 22 36 24 263 35 27 38 2065 22 33 28 23 21 40 leaf_count=129962 39 1789 22 20 22 36 24 263 35 27 38 2065 22 33 28 23 21 40 internal_value=0 0.0012549 0.0520452 0.0386051 0.0299168 0.021682 0.0300418 0.000521916 0.000834477 -0.113619 0.000741774 0.000865868 0.0475621 0.000116186 -0.0832033 -0.104039 -0.0918364 -0.209393 internal_weight=0 134470 1913 1891 1871 1849 1813 132557 132195 362 132160 132082 2087 129995 335 307 284 78 internal_count=134509 134470 1913 1891 1871 1849 1813 132557 132195 362 132160 132082 2087 129995 335 307 284 78 is_linear=0 shrinkage=0.01 Tree=401 num_leaves=28 num_cat=9 split_feature=3 6 4 25 1 24 4 16 10 3 25 24 25 24 9 25 24 1 5 1 13 10 25 5 26 6 6 split_gain=84981 73903.1 61050.9 155754 169043 103716 175752 97048.9 94267.6 51374.5 44535.5 81335.6 91135.8 154131 98235.9 76986.9 82129.4 43391.4 52538.7 381306 49882.7 36781.4 29105.9 19570 19408.1 30431.4 5141.08 threshold=1048.2900000000002 546.86500000000012 65.427500000000009 0 333.22462000000002 1 650.90000000000009 193.76175000000003 9.0774200000000018 110.457785 2 3 4 5 9.2947500000000023 6 7 1066.3056000000001 336.19875000000008 72.009000000000015 638.18750000000011 87.145565000000019 8 109.12700000000002 2022.5000000000002 783.98480000000006 9.2990805000000023 decision_type=2 2 2 9 2 1 2 2 2 2 9 1 9 1 2 9 1 2 2 2 2 2 9 2 2 2 2 left_child=1 2 10 4 5 8 -7 21 -4 24 11 15 13 -13 -14 16 -1 18 20 -20 -12 22 -5 -17 -3 -26 -23 right_child=-2 9 3 7 -6 6 -8 -9 -10 -11 17 12 14 -15 -16 23 -18 -19 19 -21 -22 26 -24 -25 25 -27 -28 leaf_value=0.26527429387924523 0.46810757465851616 0.058314752355217936 0.028233434393153928 0.048604271557520742 1.0698302686782111 0.18609024652267156 1.0481419746398926 0.68398555016517637 -0.66926188054292102 -0.68882163706279942 -0.0011123362798339995 0.5066929879709452 0.031362741145266944 0.015674286303312884 0.29604811732083153 -0.033665247923621668 -0.012834114322295555 0.4078063990519597 0.0072399675492197278 1.4717685260772706 0.36125476906174109 -0.37707851810114729 -0.050308389751748603 -0.21811113963692877 -0.44810672403209739 -0.054022734664207282 -0.16715859830379487 leaf_weight=178 39 32 123 518 21 438 25 20 23 21 125471 109 3542 151 146 2300 250 26 160 20 38 28 672 59 36 43 20 leaf_count=178 39 32 123 518 21 438 25 20 23 21 125471 109 3542 151 146 2300 250 26 160 20 38 28 672 59 36 43 20 internal_value=0 0.00124235 0.00147473 0.0579387 0.184777 0.157292 0.227719 -0.00699442 -0.0764122 -0.235258 0.000669871 0.0257029 0.0548585 0.232667 0.0417279 -0.0156467 0.106244 -0.000673228 -0.000757779 0.169965 -0.00100262 -0.0182138 -0.00726661 -0.0381168 -0.149448 -0.233605 -0.289612 internal_weight=0 134470 134338 1888 630 609 463 1258 146 132 132450 6735 3948 260 3688 2787 428 125715 125689 180 125509 1238 1190 2359 111 79 48 internal_count=134509 134470 134338 1888 630 609 463 1258 146 132 132450 6735 3948 260 3688 2787 428 125715 125689 180 125509 1238 1190 2359 111 79 48 cat_boundaries=0 6 7 13 14 19 20 26 27 32 cat_threshold=33792 1179680 536876096 2147483648 16777216 134217728 2176 2186280960 67502099 131268 140247040 167948866 673 425 0 262146 4 0 33693696 1030 0 67108865 0 4194304 514 128 40 838861312 536875008 136331264 4194304 1 is_linear=0 shrinkage=0.01 Tree=402 num_leaves=16 num_cat=0 split_feature=3 6 2 0 10 0 17 9 3 0 17 9 6 6 6 split_gain=83289.6 72432.8 68680.9 55580.9 62452.6 77499.5 52755.1 54434.5 50352.1 94572 39196.3 14551.9 6700.79 87.6611 245.598 threshold=1048.2900000000002 546.86500000000012 1048.2900000000002 1083.9006000000002 360.62500000000006 79.448400000000007 407.74900000000008 1023.8910000000002 110.457785 39.555000000000007 576.1975000000001 139.92650000000006 1043.5418000000002 657.87500000000011 783.98480000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 11 7 -1 9 12 -8 -6 13 -3 -15 right_child=-2 8 -4 -5 5 -7 10 -9 -10 -11 -12 -13 -14 14 -16 leaf_value=0.001252982559000393 0.4634264892186874 -0.36492215468124911 0.42653487858019373 0.36506268047151108 -0.14341724350622723 -0.74038638375022192 0.52719594550855231 0.48778400752855383 -0.68193343287422548 0.43913471308621499 0.046814800807407922 0.14494679856300355 -0.15800898189728077 -0.31629311834062851 -0.36525739097595217 leaf_weight=133985 39 22 38 42 140 22 33 23 21 22 35 20 26 21 20 leaf_count=133985 39 22 38 42 140 22 33 23 21 22 35 20 26 21 20 internal_value=0 0.0012305 0.00146056 0.00134029 0.0012265 -0.18389 0.00147779 0.00133649 -0.232905 -0.147954 0.279941 -0.107372 -0.293077 -0.348819 -0.340178 internal_weight=0 134470 134338 134300 134258 182 134076 134008 132 111 68 160 89 63 41 internal_count=134509 134470 134338 134300 134258 182 134076 134008 132 111 68 160 89 63 41 is_linear=0 shrinkage=0.01 Tree=403 num_leaves=16 num_cat=0 split_feature=3 6 2 0 10 0 3 0 11 5 0 9 6 6 6 split_gain=81632.2 70991.4 67314.2 54474.8 61209.8 75957.2 49350.1 92690 46508 234661 31054.9 14262.3 6567.44 85.9166 240.71 threshold=1048.2900000000002 546.86500000000012 1048.2900000000002 1083.9006000000002 360.62500000000006 79.448400000000007 110.457785 39.555000000000007 481.77300000000008 12.987 212.70000000000005 139.92650000000006 1043.5418000000002 657.87500000000011 783.98480000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 8 11 7 12 10 -10 -1 -6 13 -3 -15 right_child=-2 6 -4 -5 5 -7 -8 -9 9 -11 -12 -13 -14 14 -16 leaf_value=0.00096181295682674819 0.45879227956136071 -0.36127293017777534 0.42226954234273811 0.36141203607831685 -0.14198307030541557 -0.73298251672224568 -0.67511409702755165 0.43474337404424496 -0.034007149378458661 1.1850862293243407 0.068613836017827834 0.14349732708930968 -0.15642888983854883 -0.31313018526349751 -0.36160481882095341 leaf_weight=133299 39 22 38 42 140 22 21 22 75 20 682 20 26 21 20 leaf_count=133299 39 22 38 42 140 22 21 22 75 20 682 20 26 21 20 internal_value=0 0.0012182 0.00144596 0.00132688 0.00121424 -0.182051 -0.230576 -0.146474 0.00146301 0.222644 0.00130618 -0.106298 -0.290146 -0.345331 -0.336776 internal_weight=0 134470 134338 134300 134258 182 132 111 134076 95 133981 160 89 63 41 internal_count=134509 134470 134338 134300 134258 182 132 111 134076 95 133981 160 89 63 41 is_linear=0 shrinkage=0.01 Tree=404 num_leaves=16 num_cat=0 split_feature=3 6 2 0 10 0 17 9 3 0 17 9 6 6 6 split_gain=80007.7 69578.6 65974.6 53390.8 59991.8 74445.7 51567.4 53241.7 48368.1 90845.5 38295.3 13978.5 6436.75 84.2068 235.92 threshold=1048.2900000000002 546.86500000000012 1048.2900000000002 1083.9006000000002 360.62500000000006 79.448400000000007 407.74900000000008 1023.8910000000002 110.457785 39.555000000000007 576.1975000000001 139.92650000000006 1043.5418000000002 657.87500000000011 783.98480000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 11 7 -1 9 12 -8 -6 13 -3 -15 right_child=-2 8 -4 -5 5 -7 10 -9 -10 -11 -12 -13 -14 14 -16 leaf_value=0.0012260943364316487 0.4542042668660482 -0.35766020135446025 0.41804682179501185 0.35779795192536851 -0.14056323982562338 -0.72565269730307835 0.52115571802312677 0.48239695839259938 -0.66836294914285344 0.43039595777338202 0.046327704293387277 0.14206235432624817 -0.15486459734348151 -0.30999888533637637 -0.35798876857757572 leaf_weight=133985 39 22 38 42 140 22 33 23 21 22 35 20 26 21 20 leaf_count=133985 39 22 38 42 140 22 33 23 21 22 35 20 26 21 20 internal_value=0 0.00120601 0.0014315 0.00131362 0.0012021 -0.180231 0.00144838 0.00130868 -0.22827 -0.145009 0.276759 -0.105235 -0.287244 -0.341877 -0.333409 internal_weight=0 134470 134338 134300 134258 182 134076 134008 132 111 68 160 89 63 41 internal_count=134509 134470 134338 134300 134258 182 134076 134008 132 111 68 160 89 63 41 is_linear=0 shrinkage=0.01 Tree=405 num_leaves=10 num_cat=2 split_feature=22 9 7 7 3 25 24 2 7 split_gain=50634.6 48032.6 58997.2 104813 78904.7 57894.3 175248 97759.6 438.956 threshold=288.94250000000005 1023.8910000000002 783.98480000000006 657.87500000000011 1048.2900000000002 0 1 1048.2900000000002 1043.5418000000002 decision_type=2 2 2 2 2 9 1 2 2 left_child=1 2 3 4 5 6 -1 -7 -4 right_child=-2 -3 8 -5 -6 7 -8 -9 -10 leaf_value=0.37780621085628391 0.49101091952550979 0.46715558745644309 -0.29546594731012982 0.64743344879150388 0.48879871281710535 -0.0011431333164925947 0.025627396169725484 0.56976763876279191 -0.35104424026277331 leaf_weight=145 21 22 30 25 33 132262 1655 30 27 leaf_count=145 21 22 30 25 33 132262 1655 30 27 internal_value=0 -6.42115e-05 -0.000140801 -4.13193e-06 -0.00012481 -0.000245134 0.0559279 -0.00101359 -0.321793 internal_weight=0 134229 134207 134150 134125 134092 1800 132292 57 internal_count=134250 134229 134207 134150 134125 134092 1800 132292 57 cat_boundaries=0 6 7 cat_threshold=2148532224 393218 4096 134250496 34222080 544 4 is_linear=0 shrinkage=0.01 Tree=406 num_leaves=9 num_cat=0 split_feature=18 9 7 3 7 13 1 7 split_gain=55919.6 47077.3 56146.7 77298.1 75983.9 42635.1 34223.9 378.606 threshold=747.99000000000012 1023.8910000000002 783.98480000000006 1048.2900000000002 657.87500000000011 751.80750000000012 271.85500000000002 1043.5418000000002 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=-0.00043705562922068488 0.52874361729621888 0.46248401901938702 -0.29251128530502324 0.48391072432200111 0.56249263604482014 -0.33963811726183507 0.08459622368812561 -0.34464764081514804 leaf_weight=133583 20 22 30 33 24 37 475 26 leaf_count=133583 20 22 30 33 24 37 475 26 internal_value=0 -6.60006e-05 -0.000141824 -9.67357e-06 -0.000128742 -0.000229439 -0.000135762 -0.316717 internal_weight=0 134230 134208 134152 134119 134095 134058 56 internal_count=134250 134230 134208 134152 134119 134095 134058 56 is_linear=0 shrinkage=0.01 Tree=407 num_leaves=28 num_cat=6 split_feature=18 0 2 24 3 25 4 2 25 4 0 3 3 2 25 24 1 25 7 20 1 26 7 26 6 3 26 split_gain=54806.8 44100.1 238836 177185 273712 163653 112765 131228 113358 112463 103920 82070 53930.2 69065.2 60525.9 175362 129530 103128 67851.2 63123.6 46909.9 38223.8 37708.2 17025.5 10979.8 9355.52 3399.95 threshold=747.99000000000012 65.08550000000001 543.20000000000016 0 223.35100000000003 1 273.10998000000006 60.492500000000007 2 53.001000000000005 431.47500000000008 191.65400000000002 544.35000000000002 70.64500000000001 3 4 1066.3056000000001 5 657.87500000000011 324.92500000000007 8.893200000000002 2022.5000000000002 783.98480000000006 2022.5000000000002 2.7973590000000006 1048.2900000000002 2022.5000000000002 decision_type=2 2 2 1 2 9 2 2 9 2 2 2 2 2 9 1 2 9 2 2 2 2 2 2 2 2 2 left_child=1 12 3 4 5 9 8 -8 10 -3 -5 -10 14 23 15 21 18 26 19 -16 -19 -1 -20 -14 -7 -25 -17 right_child=-2 2 -4 6 -6 24 7 -9 11 -11 -12 -13 13 -15 16 17 -18 20 22 -21 -22 -23 -24 25 -26 -27 -28 leaf_value=0.23170715941658504 0.52345620870590215 0.28340311495384368 0.97765121261278798 0.076464968927051 1.1700680287679037 -0.030606738488221992 -0.93727428470339091 0.12329497170448303 -0.036088258149640624 1.0695261297225951 0.53373865478917171 -0.46166437351957279 0.069455092126453247 -0.71990029622207985 -0.0016193282299693185 -0.34868179195332077 0.80347358465194707 0.080864510395735764 0.69479865169525146 0.42311755602700374 -0.26377477759406681 0.53812044575100859 0.15323951270845201 -0.29778284562261481 0.17675689424787247 -0.034781137421017599 -0.23312369093603016 leaf_weight=79 20 202 27 388 27 290 28 20 1263 20 57 47 37 22 130635 53 20 662 20 35 42 84 36 38 28 21 49 leaf_count=79 20 202 27 388 27 290 28 20 1263 20 57 47 37 22 130635 53 20 662 20 35 42 84 36 38 28 21 49 internal_value=0 -6.53407e-05 0.0424429 0.0317886 0.184234 0.138354 -0.0170789 -0.49537 -0.00409469 0.338957 0.132069 -0.050968 -0.00083823 -0.214526 -0.000646792 0.077689 -0.00123321 0.0153806 -0.00135642 -0.00150556 0.0594591 0.367092 0.346653 -0.0987116 -0.0119718 -0.204172 -0.266993 internal_weight=0 134230 2397 2370 567 540 1803 48 1755 222 445 1310 131833 118 131715 969 130746 806 130726 130670 704 163 56 96 318 59 102 internal_count=134250 134230 2397 2370 567 540 1803 48 1755 222 445 1310 131833 118 131715 969 130746 806 130726 130670 704 163 56 96 318 59 102 cat_boundaries=0 1 6 9 15 16 21 cat_threshold=1042 536903680 0 17408 0 16777217 302039040 268570656 671088640 2148794368 262146 4100 134512640 663552 544 1028 0 2 0 0 139264 is_linear=0 shrinkage=0.01 Tree=408 num_leaves=11 num_cat=1 split_feature=18 22 9 13 25 3 12 3 3 1 split_gain=53716.1 49701.5 45998.1 49866.4 44607.5 157034 91525.1 69017.9 49533 32985.5 threshold=747.99000000000012 288.94250000000005 1023.8910000000002 751.80750000000012 0 782.62500000000011 293.48250000000002 317.21700000000004 25.511000000000006 14.594500000000002 decision_type=2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -6 -9 right_child=-2 -3 -4 -5 7 -7 -8 9 -10 -11 leaf_value=0.016289823274325155 0.51822160482406621 0.48638874621618367 0.45707698215137832 -0.36241761433450798 -0.002880418372867676 0.70486190304611673 -0.28135970853842224 -0.12307809629211468 0.040757571994724247 -0.44225156795324355 leaf_weight=15505 20 21 22 38 115651 33 104 154 2661 41 leaf_count=15505 20 21 22 38 115651 33 104 154 2661 41 internal_value=0 -6.46873e-05 -0.000140804 -0.000215765 -0.000113165 0.0157534 0.0143066 -0.00220858 -0.00189894 -0.190186 internal_weight=0 134230 134209 134187 134149 15642 15609 118507 118312 195 internal_count=134250 134230 134209 134187 134149 15642 15609 118507 118312 195 cat_boundaries=0 6 cat_threshold=2148827136 604372994 33968132 2281996288 168456192 201605664 is_linear=0 shrinkage=0.01 Tree=409 num_leaves=10 num_cat=0 split_feature=22 9 7 7 3 0 4 5 7 split_gain=48697 45067.5 57026.1 99054.3 75028.6 52888.2 238857 57541.9 444.279 threshold=288.94250000000005 1023.8910000000002 783.98480000000006 657.87500000000011 1048.2900000000002 431.47500000000008 79.720000000000013 1066.3056000000001 1043.5418000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -4 right_child=-2 -3 8 -5 -6 6 -8 -9 -10 leaf_value=-0.00042799605802882891 0.48152485892886204 0.45250625350258566 -0.28988443835576377 0.62939630966186522 0.47664337591691452 0.036315678080968687 1.0149999747957501 -0.51189366611567411 -0.34579870462417606 leaf_weight=133814 21 22 30 25 33 228 28 22 27 leaf_count=133814 21 22 30 25 33 228 28 22 27 internal_value=0 -6.29325e-05 -0.00013712 -2.75372e-06 -0.000120069 -0.000237401 0.143359 -0.000512071 -0.31637 internal_weight=0 134229 134207 134150 134125 134092 256 133836 57 internal_count=134250 134229 134207 134150 134125 134092 256 133836 57 is_linear=0 shrinkage=0.01 Tree=410 num_leaves=19 num_cat=4 split_feature=3 25 18 0 24 26 2 3 0 13 0 9 24 25 26 13 26 26 split_gain=125930 97135.3 67778.4 61986.3 372624 344873 85519.4 53341.7 53924.5 49890.6 45509.3 43054.6 42288.7 20193.8 13913 3181.74 688.443 9.40006 threshold=1048.2900000000002 0 650.90000000000009 431.47500000000008 1 2022.5000000000002 1048.2900000000002 1.6530000000000002 479.65650000000011 638.18750000000011 542.34225000000004 162.20850000000004 2 3 2022.5000000000002 751.80750000000012 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 1 2 2 2 2 2 2 2 1 9 2 2 2 2 left_child=1 12 3 6 5 10 9 8 -6 11 -5 -3 14 17 -1 -11 -15 -14 right_child=-2 2 -4 4 7 -7 -8 -9 -10 15 -12 -13 13 16 -16 -17 -18 -19 leaf_value=-0.11634616048712479 0.59935893031529019 -0.00013070654616205354 0.53125850876172387 0.52860526631275806 0.32967932979265846 1.3879186935913868 0.50095606705721685 -0.61104248801867167 -0.19815577687025068 -0.22263029575347901 -0.027616958367197134 -0.08419882975372614 -0.13946147748402188 -0.36421200170851592 0.10272012807555118 -0.38658209537637644 -0.41478553641076182 -0.13380929085516161 leaf_weight=57 35 132931 24 24 24 39 34 24 100 20 38 612 56 57 59 29 51 62 leaf_count=57 35 132931 24 24 24 39 34 24 100 20 38 612 56 57 59 29 51 62 internal_value=0 -0.000552582 -0.000116406 -0.000211675 0.15742 0.592486 -0.000505408 -0.168154 -0.0959941 -0.000633033 0.187695 -0.000515973 -0.166453 -0.245848 -0.00453368 -0.319663 -0.355205 -0.125828 internal_weight=0 134241 133899 133875 249 101 133626 148 124 133592 62 133543 342 226 116 49 108 118 internal_count=134276 134241 133899 133875 249 101 133626 148 124 133592 62 133543 342 226 116 49 108 118 cat_boundaries=0 5 6 7 12 cat_threshold=1048576 262145 0 65536 8704 1858 1049 0 1 0 0 512 is_linear=0 shrinkage=0.01 Tree=411 num_leaves=23 num_cat=5 split_feature=3 25 0 4 24 10 9 25 0 6 1 6 17 3 24 25 17 26 5 6 26 26 split_gain=123424 95202.3 67031.8 220405 106615 174781 200471 120750 171510 99900.1 72548.9 71136.6 50136.4 45450.1 41447.1 19792 15943.5 13636.1 13203.2 4231.4 674.743 9.213 threshold=1048.2900000000002 0 65.08550000000001 544.35000000000002 1 6.3262500000000008 9.2947500000000023 2 431.47500000000008 546.86500000000012 1066.3056000000001 233.42589000000001 460.35600000000005 400.11250000000007 3 4 576.1975000000001 2022.5000000000002 62.185000000000009 657.87500000000011 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 1 2 2 9 2 2 2 2 2 2 1 9 2 2 2 2 2 2 left_child=1 14 9 4 5 6 -4 8 -6 10 12 -9 13 -3 17 21 -14 -1 19 -11 -17 -16 right_child=-2 2 3 -5 7 -7 -8 11 -10 18 -12 -13 16 -15 15 20 -18 -19 -20 -21 -22 -23 leaf_value=-0.11518270291780171 0.5933653433663505 -0.00084858306951668188 0.22692418673889347 1.0487927196242592 0.076608819676704076 -0.41444604616898761 1.2646512274742125 -0.022644010583421893 0.61260741878958302 -0.14652851560286112 0.58688631693522131 -0.53155713456017628 0.49169765949249267 -0.16692135507229602 -0.13806686111858912 -0.36056988134718782 0.1529579971775864 0.10169291407375014 -0.55633781743049626 -0.31471550351725175 -0.41063768031550391 -0.13247119657454953 leaf_weight=57 35 131186 269 22 489 39 20 1442 68 21 21 28 24 165 56 57 33 59 20 52 51 62 leaf_count=57 35 131186 269 22 489 39 20 1442 68 21 21 28 24 165 56 57 33 59 20 52 51 62 internal_value=0 -0.000547056 -0.000115242 0.0525151 0.0432081 0.20761 0.298739 0.0155045 0.13954 -0.00106644 -0.000834605 -0.0321191 -0.000928527 -0.0010572 -0.164788 -0.24339 0.295585 -0.00448835 -0.3287 -0.266333 -0.351653 -0.12457 internal_weight=0 134241 133899 2377 2355 328 289 2027 557 131522 131429 1470 131408 131351 342 226 57 116 93 73 108 118 internal_count=134276 134241 133899 2377 2355 328 289 2027 557 131522 131429 1470 131408 131351 342 226 57 116 93 73 108 118 cat_boundaries=0 5 6 11 12 17 cat_threshold=1048576 262145 0 65536 8704 18 32768 135200 675287296 0 16777216 1049 0 1 0 0 512 is_linear=0 shrinkage=0.01 Tree=412 num_leaves=14 num_cat=3 split_feature=3 25 18 6 2 0 4 13 24 10 5 0 25 split_gain=120968 93307.8 66481.4 118730 92899.1 93419.3 654233 45911.2 40622.3 34647 85328.5 35811.9 19398.1 threshold=1048.2900000000002 0 650.90000000000009 442.27000000000004 1048.2900000000002 431.47500000000008 79.720000000000013 638.18750000000011 1 77.657000000000011 102.90030000000002 32.931500000000007 2 decision_type=2 9 2 2 2 2 2 2 1 2 2 2 9 left_child=1 8 3 4 5 7 -7 -3 -1 10 11 -5 -10 right_child=-2 2 -4 9 -6 6 -8 -9 12 -11 -12 -13 -14 leaf_value=-0.0044434645630064464 0.58743164607456755 -0.0002375593161221455 0.5261523546775182 -0.28671318682350899 0.52278439570875723 0.0086676434963797594 1.6637017928229438 -0.30956399669249851 -0.12332428835332394 0.10299533719601839 -0.87487205049265981 0.1639407048906599 -0.34813605973276041 leaf_weight=116 35 133382 24 110 34 207 27 48 118 23 23 21 108 leaf_count=116 35 133382 24 110 34 207 27 48 118 23 23 21 108 internal_value=0 -0.000541586 -0.000114089 -0.000208443 0.00013421 1.26393e-06 0.199633 -0.000348836 -0.16314 -0.259033 -0.313102 -0.214471 -0.240956 internal_weight=0 134241 133899 133875 133698 133664 234 133430 342 177 154 131 226 internal_count=134276 134241 133899 133875 133698 133664 234 133430 342 177 154 131 226 cat_boundaries=0 5 6 11 cat_threshold=1048576 262145 0 65536 8704 1049 0 1 0 0 512 is_linear=0 shrinkage=0.01 Tree=413 num_leaves=16 num_cat=3 split_feature=3 25 18 6 2 8 1 24 9 1 25 26 3 26 26 split_gain=118561 91604.3 65158.5 116367 91050.4 49847 45551.3 39880.7 35292.9 77479 19047.3 13364.7 5908.21 661.315 9.02966 threshold=1048.2900000000002 0 650.90000000000009 442.27000000000004 1048.2900000000002 804.02882000000011 543.20000000000016 1 28.316400000000005 37.260750000000009 2 2022.5000000000002 10.559303500000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 1 2 2 9 2 2 2 2 left_child=1 7 3 4 5 6 -3 11 9 12 14 -1 -5 -12 -9 right_child=-2 2 -4 8 -6 -7 -8 10 -10 -11 13 -13 -14 -15 -16 leaf_value=-0.11398643878468295 0.58155732182094033 -7.837071189441047e-05 0.52089080631732942 -0.19887839715005062 0.51755649412379545 -0.33652712236073884 0.17912117128640834 -0.1354529505116599 0.069297303131648474 -0.89678935217857358 -0.3534828246476357 0.10072043568401014 -0.38585816723108296 -0.40304993928647515 -0.12991324147870464 leaf_weight=57 35 133478 24 109 34 44 142 56 28 20 57 59 20 51 62 leaf_count=57 35 133478 24 109 34 44 142 56 28 20 57 59 20 51 62 internal_value=0 -0.000536525 -0.000112949 -0.000206358 0.000132868 1.25125e-06 0.000112067 -0.161644 -0.256443 -0.317656 -0.238746 -0.00440255 -0.227868 -0.34495 -0.122187 internal_weight=0 134241 133899 133875 133698 133664 133620 342 177 149 226 116 129 108 118 internal_count=134276 134241 133899 133875 133698 133664 133620 342 177 149 226 116 129 108 118 cat_boundaries=0 5 6 11 cat_threshold=1048576 262145 0 65536 8704 1049 0 1 0 0 512 is_linear=0 shrinkage=0.01 Tree=414 num_leaves=21 num_cat=2 split_feature=3 25 0 4 8 18 2 6 13 1 17 3 0 17 5 0 25 26 6 26 split_gain=116201 89781.3 65208.8 213015 116878 162581 149440 94448.8 93529.9 70668.2 49128.5 44576.4 34751.7 15619.2 12517.4 7836.69 11403.4 5558.14 4099.63 1799.74 threshold=1048.2900000000002 0 65.08550000000001 544.35000000000002 148.34250000000006 47.551000000000009 543.20000000000016 546.86500000000012 9.3700000000000028 1066.3056000000001 460.35600000000005 400.11250000000007 271.26290500000005 576.1975000000001 62.185000000000009 22.686328000000007 1 2022.5000000000002 657.87500000000011 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 15 7 4 5 6 -4 9 12 10 11 -3 -6 -12 18 16 19 -18 -9 -1 right_child=-2 2 3 -5 8 -7 -8 14 -10 -11 13 -13 -14 -15 -16 -17 17 -19 -20 -21 leaf_value=-0.12116210168227554 0.57574173954554964 -0.00083804054145018804 0.037408741003886505 1.0312303354523398 0.0024673079490661622 0.71413298051099516 0.84766644042471184 -0.14096924530608315 -0.91386331272125254 0.57922861735026043 0.48670916279157006 -0.16530681679194625 -0.49074867486953738 0.15143157092007725 -0.54126604151725777 -0.35677989912033087 -0.30798752829432491 -0.17860491144484367 -0.30651667168507213 -0.05943749855923397 leaf_weight=96 35 131186 2205 22 50 37 23 21 20 21 24 165 20 33 20 20 64 69 52 93 leaf_count=96 35 131186 2205 22 50 37 23 21 20 21 24 165 20 33 20 20 64 69 52 93 internal_value=0 -0.000531159 -0.000111819 0.0517979 0.0426483 0.0566912 0.0457732 -0.00104999 -0.310765 -0.000824573 -0.000917269 -0.00104464 -0.138452 0.292601 -0.319619 -0.160028 -0.152777 -0.224021 -0.258893 -0.0862274 internal_weight=0 134241 133899 2377 2355 2265 2228 131522 90 131429 131408 131351 70 57 93 342 322 133 73 189 internal_count=134276 134241 133899 2377 2355 2265 2228 131522 90 131429 131408 131351 70 57 93 342 322 133 73 189 cat_boundaries=0 5 9 cat_threshold=1048576 262145 0 65536 8704 0 262145 0 65536 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 7 8 split_gain=176748 74787.5 60883.9 66578.4 48643.8 104126 143082 74547.5 50699.9 7499.37 3375.24 threshold=1048.2900000000002 783.98480000000006 804.02882000000011 1048.2900000000002 336.88000000000005 8.3632500000000025 191.43400000000005 657.87500000000011 0 1043.5418000000002 1048.2900000000002 decision_type=2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 3 4 7 6 -6 8 -1 -3 -4 right_child=-2 9 10 -5 5 -7 -8 -9 -10 -11 -12 leaf_value=0.055602809192978331 -0.68270618074818656 -0.25349719266737664 -0.42008633770324566 0.45575923122465611 -0.14466124649095849 -0.79194899949160491 0.71598522776649109 0.49828294181823729 -0.00094169975671255346 -0.48145978424284197 -0.25883548530340195 leaf_weight=1595 38 31 27 32 241 22 21 30 131989 27 25 leaf_count=1595 38 31 27 32 241 22 21 30 131989 27 25 internal_value=0 -0.000607652 -0.000452239 -0.000319411 -0.000428408 -0.131164 -0.0756781 -0.000150526 -0.000262463 -0.359618 -0.342562 internal_weight=0 134040 133982 133930 133898 284 262 133614 133584 58 52 internal_count=134078 134040 133982 133930 133898 284 262 133614 133584 58 52 cat_boundaries=0 6 cat_threshold=2148532224 3 12288 21004416 134357568 512 is_linear=0 shrinkage=0.01 Tree=416 num_leaves=13 num_cat=0 split_feature=2 7 8 3 11 4 3 7 11 7 3 8 split_gain=173231 73299.3 59672.3 65253.4 57678 98824 54745.3 73147.6 26310.8 7350.13 4684.63 3308.07 threshold=1048.2900000000002 783.98480000000006 804.02882000000011 1048.2900000000002 481.77300000000008 39.44700000000001 544.35000000000002 657.87500000000011 648.37500000000011 1043.5418000000002 782.62500000000011 1048.2900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 8 7 -1 -6 -3 -8 -4 right_child=-2 9 11 -5 5 -7 10 -9 -10 -11 -12 -13 leaf_value=-0.00054201915073784162 -0.67587911656028343 -0.25096221889218978 -0.41588547786214841 0.45120160788297653 0.30897682543723815 0.86879037761688238 -0.29104916201483816 0.49330011304219562 -0.064771661162376398 -0.4766451807375307 -0.14498694209491506 -0.25624712397456167 leaf_weight=133673 38 31 27 32 31 20 62 30 48 27 34 25 leaf_count=133673 38 31 27 32 31 20 62 30 48 27 34 25 internal_value=0 -0.000601535 -0.000447676 -0.000316176 -0.000424083 0.240859 -0.000602612 -0.000431212 0.0818891 -0.356022 -0.239319 -0.339136 internal_weight=0 134040 133982 133930 133898 99 133799 133703 79 58 96 52 internal_count=134078 134040 133982 133930 133898 99 133799 133703 79 58 96 52 is_linear=0 shrinkage=0.01 Tree=417 num_leaves=14 num_cat=0 split_feature=2 7 11 5 2 0 3 7 7 3 26 7 11 split_gain=169784 71840.6 52540.5 133866 57784.3 186683 94675 76172.7 70438 59078.2 22376.7 7203.86 1876.67 threshold=1048.2900000000002 783.98480000000006 481.77300000000008 33.260025000000006 437.49875000000003 108.06300000000002 1048.2900000000002 8.0402250000000013 657.87500000000011 544.35000000000002 2022.5000000000002 1043.5418000000002 648.37500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 12 6 7 8 10 9 -1 -6 -3 -4 right_child=-2 11 3 -5 5 -7 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.00042629391047865228 -0.66912033219086497 -0.24845259393415145 0.088667459264397619 0.89798751307570412 0.0034151725511293151 -0.8463843853333417 0.57094158304148712 0.54780166435241695 0.47612779248145315 -0.25121174683437703 -0.25527743777290718 -0.47187872242044521 -0.011053805765898332 leaf_weight=133538 38 31 32 23 74 34 29 20 31 94 61 27 46 leaf_count=133538 38 31 32 23 74 34 29 20 31 94 61 27 46 internal_value=0 -0.00059552 -0.000443199 0.22755 -0.000615198 -0.175345 -0.000368183 -0.0281495 -0.000492136 -0.000602702 -0.113476 -0.352461 0.0298575 internal_weight=0 134040 133982 101 133881 189 133692 155 133663 133632 135 58 78 internal_count=134078 134040 133982 101 133881 189 133692 155 133663 133632 135 58 78 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 7 8 11 split_gain=166405 70411 58272.3 62447.5 55476.2 135891 52977.4 80923.2 70265.8 7060.51 3232.78 1346.95 threshold=1048.2900000000002 783.98480000000006 804.02882000000011 1048.2900000000002 481.77300000000008 33.260025000000006 336.88000000000005 161.24750000000003 657.87500000000011 1043.5418000000002 1048.2900000000002 648.37500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 11 8 -8 -1 -3 -4 -6 right_child=-2 9 10 -5 5 -7 7 -9 -10 -11 -12 -13 leaf_value=-0.00041058143834325392 -0.66242912141900323 -0.24596806216624476 -0.41100132286548613 0.44139434805139899 0.087780782207846644 0.9293429632620378 -0.080239123268797993 -0.63828474176341088 0.48360585848490395 -0.46715994004850031 -0.25318999785184859 0.0029135991202460395 leaf_weight=133490 38 31 27 32 32 22 250 29 30 27 25 45 leaf_count=133490 38 31 27 32 32 22 250 29 30 27 25 45 internal_value=0 -0.000589565 -0.000438767 -0.000308819 -0.000414381 0.236219 -0.000589469 -0.138244 -0.00030183 -0.348937 -0.33513 0.0381831 internal_weight=0 134040 133982 133930 133898 99 133799 279 133520 58 52 77 internal_count=134078 134040 133982 133930 133898 99 133799 279 133520 58 52 77 is_linear=0 shrinkage=0.01 Tree=419 num_leaves=23 num_cat=7 split_feature=2 8 0 11 5 24 25 25 4 1 25 17 17 9 25 25 2 1 24 11 8 8 split_gain=163093 66019.1 145975 45115.4 130113 39752.2 91245.7 91007.9 157266 114789 76798.6 68501.8 60293 55249.8 44273.1 30951 37597.5 35103.1 15926.8 2401.95 493.507 7.9428 threshold=1048.2900000000002 571.7600000000001 24.245000000000005 481.77300000000008 33.260025000000006 0 1 2 650.90000000000009 50.522500000000001 3 88.167500000000018 137.81220000000005 553.50000000000011 4 5 311.36400000000009 362.49400000000003 6 648.37500000000011 1048.2900000000002 804.02882000000011 decision_type=2 2 2 2 2 1 9 9 2 2 9 2 2 2 9 9 2 2 1 2 2 2 left_child=1 3 20 5 19 6 11 8 9 -7 18 14 -13 -12 -1 16 -9 -17 -8 -5 21 -3 right_child=-2 2 -4 4 -6 7 10 15 -10 -11 13 12 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 leaf_value=-0.16920365968276826 -0.65580484082824297 -0.05997480919194776 -1.0195699177980422 0.08690297357738018 0.89113626943393187 0.020640366421973387 0.24668362827165752 0.0062532271903516339 0.70921010796857231 0.16821030641676071 -0.0042188777158359307 0.65192167249818644 0.075122220709517198 0.52151076745986946 -0.043428559359584139 -0.0057531662721351439 0.24337613895757876 -0.34793647925059001 0.070610949362025541 -0.025914269530254865 -0.11323529016403924 -0.052587302970615299 leaf_weight=289 38 43 20 32 22 10490 131 33678 34 555 38670 24 74 20 5298 44348 67 30 126 46 21 22 leaf_count=289 38 43 20 32 22 10490 131 33678 34 555 38670 24 74 20 5298 44348 67 30 126 46 21 22 internal_value=0 -0.000583669 -0.250049 -0.000386234 0.211938 -0.000544881 -0.0082486 0.00331021 0.0301188 0.0280556 -0.00278071 -0.0456375 0.216379 -0.00394609 -0.0503151 -0.000495017 0.00672204 -0.00598314 0.166238 0.0203697 -0.0710904 -0.0574744 internal_weight=0 134040 106 133934 100 133834 44632 89202 11079 11045 38947 5685 98 38690 5587 78123 33745 44378 257 78 86 65 internal_count=134078 134040 106 133934 100 133834 44632 89202 11079 11045 38947 5685 98 38690 5587 78123 33745 44378 257 78 86 65 cat_boundaries=0 1 7 13 19 24 30 31 cat_threshold=2696 4243456 2493442 283012 3377496064 33569280 134218752 2153037824 606076930 33837376 1765834912 134359552 134235136 0 1 8192 268435456 0 545 0 262146 4100 150994944 33554432 562038272 269627904 8389760 2148407808 17842181 100667792 2560 is_linear=0 shrinkage=0.01 Tree=420 num_leaves=33 num_cat=9 split_feature=0 4 7 3 25 24 0 9 3 2 9 3 2 7 9 25 24 25 25 4 7 24 9 9 2 26 18 0 24 24 3 18 split_gain=99345 370833 218462 223795 142534 201318 145594 37917.4 175497 175329 181368 131809 92496.9 92222.7 98656.8 59669 86035 72721.8 52654.8 51274.8 94920.2 46498 44797.9 42554.6 34871.9 31641.4 31437.1 30433.4 30140.5 16788.7 11889.3 8615.87 threshold=223.35100000000003 255.07275000000001 44.166500000000006 272.24748000000005 0 1 232.94400000000005 38.267500000000005 10.559303500000002 211.13750000000002 362.49400000000003 782.62500000000011 1048.2900000000002 260.15900000000005 783.98480000000006 2 3 4 5 111.842 55.104960000000013 6 42.430500000000009 70.917000000000016 9.9786020000000004 2022.5000000000002 369.25000000000006 643.62800000000016 7 8 1048.2900000000002 571.7600000000001 decision_type=2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 9 1 9 9 2 2 1 2 2 2 2 2 2 1 1 2 2 left_child=7 2 3 4 5 25 -6 11 13 10 19 12 15 14 21 16 17 -1 -18 20 -10 23 -23 -9 -4 -2 28 -7 -17 -8 -13 -28 right_child=1 -3 24 -5 6 27 29 8 9 -11 -12 30 -14 -15 -16 26 18 -19 -20 -21 -22 22 -24 -25 -26 -27 31 -29 -30 -31 -32 -33 leaf_value=0.17110316920086621 0.49038222919810898 1.2895155710440416 -0.26917508667912976 1.0177115926036129 0.71179262029627965 0.086579806845043308 0.018264135492814554 -0.047108442027653963 0.082212151549394846 1.0791791967550914 1.0233363159497579 -0.31991463802478931 -0.5568973747889201 0.59318710455527668 -0.51766091462728148 -0.01074577534897715 -0.092247993905665501 -0.10603838288585817 0.137287857410481 -0.28105240754012406 0.64548678588867192 0.17531131304303807 -0.025696541192275137 0.35240941485517646 -0.75957868197868605 0.84579114416371226 0.39784024225039916 -0.27863978459917266 0.00038154545772304925 -0.13691038411891748 -0.60485117193311455 0.13124375480192679 leaf_weight=113 55 26 29 27 24 107 101 42 206 24 24 27 30 26 37 32449 108 411 923 29 35 120 1458 73 29 46 22 29 97357 238 32 27 leaf_count=113 55 26 29 27 24 107 101 42 206 24 24 27 30 26 37 32449 108 411 923 29 35 120 1458 73 29 46 22 29 97357 238 32 27 internal_value=0 0.117284 0.072791 0.127106 0.0870291 0.271502 -0.0397947 -0.00123541 0.0411891 0.257351 0.190263 -0.00190453 -0.00169241 0.00204359 -0.00684065 -0.00156566 0.0598133 -0.0441881 0.112588 0.116212 0.164016 0.00432317 -0.0103452 0.189979 -0.514377 0.59349 -0.00230509 0.00810607 -0.00240087 -0.0941783 -0.474456 0.25094 internal_weight=0 711 685 627 600 237 363 133573 2074 318 294 131499 131440 1756 1730 131410 1555 524 1031 270 241 1693 1578 115 58 101 129855 136 129806 339 59 49 internal_count=134284 711 685 627 600 237 363 133573 2074 318 294 131499 131440 1756 1730 131410 1555 524 1031 270 241 1693 1578 115 58 101 129855 136 129806 339 59 49 cat_boundaries=0 5 6 12 13 19 25 26 27 28 cat_threshold=4227072 131072 21504 0 33554432 1924 2148532224 67108867 12292 419430400 664128 8224 3090 2147483648 0 8196 0 0 8224 2147483648 0 8192 0 131072 32 1 2177 2072 is_linear=0 shrinkage=0.01 Tree=421 num_leaves=26 num_cat=4 split_feature=0 4 25 5 3 0 0 0 24 6 9 3 5 6 10 25 24 11 6 1 0 4 3 6 10 split_gain=97340.2 363464 194370 271222 158296 114008 56836.6 49126.1 46292.5 40288.4 298002 124294 51351.4 45223.2 43056.2 46194.4 153895 52004.9 24271.8 23917.4 21461.2 21006.2 9176.89 3455.12 3283.96 threshold=223.35100000000003 255.07275000000001 0 120.129 5.0080000000000009 232.94400000000005 255.07275000000001 1083.9006000000002 1 442.27000000000004 8.0855000000000015 1048.2900000000002 1066.3056000000001 482.64500000000004 360.62500000000006 2 3 751.80750000000012 2.1430000000000002 133.53660000000005 362.49400000000003 59.985500000000009 5.6142500000000011 783.98480000000006 543.20000000000016 decision_type=2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 left_child=9 2 3 4 6 -4 -2 8 20 11 13 12 14 -11 15 16 -1 -17 -10 -8 -7 24 23 -15 -16 right_child=1 -3 5 -5 -6 7 19 -9 18 10 -12 -13 -14 22 21 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.20912265066373145 0.72666790114508728 1.276620433330536 0.50602332014026064 1.3335424222116885 -0.45794602332462092 0.22057514882856802 0.28213394775986672 -0.55416749290798029 -0.12580219403342094 0.39445797974864638 1.2992346668243409 -0.62457360252738003 -0.42947212393794743 -0.16883953289113574 -0.074676595406654556 -0.0015298535191282509 -0.069251725599937836 0.38961567009196563 -0.48027534764437446 -0.052946801567077637 -0.0521108321569584 -0.46464582920074465 0.099528922568196843 -0.047362927135668302 -0.16833161069287195 leaf_weight=403 27 26 33 23 32 62 144 23 241 24 20 32 28 61 78 132362 378 34 21 25 54 20 23 38 72 leaf_count=403 27 26 33 23 32 62 144 23 241 24 20 32 28 61 78 132362 378 34 21 25 54 20 23 38 72 internal_value=0 0.116095 0.0720457 0.28713 0.194164 -0.0576341 0.300631 -0.105457 -0.0781546 -0.00122298 0.154469 -0.00141671 -0.0012672 -0.00234826 -0.00117728 -0.000974264 0.0752187 -0.0014293 -0.148545 0.232566 0.0862038 -0.160221 -0.0804085 -0.122212 -0.119631 internal_weight=0 711 685 251 228 434 196 401 378 133573 166 133407 133375 146 133347 133177 781 132396 262 169 116 170 122 99 150 internal_count=134284 711 685 251 228 434 196 401 378 133573 166 133407 133375 146 133347 133177 781 132396 262 169 116 170 122 99 150 cat_boundaries=0 5 6 11 12 cat_threshold=4227072 135168 20480 0 33554432 2322 2148532224 2 8196 402653184 139840 1764 is_linear=0 shrinkage=0.01 Tree=422 num_leaves=36 num_cat=6 split_feature=0 4 7 5 5 24 1 0 9 3 2 9 3 2 7 1 24 9 10 5 25 24 25 1 0 9 25 1 3 1 2 18 9 3 3 split_gain=95403 356231 215012 243825 255302 106888 109491 70111.3 37063.2 171831 171857 177378 127343 90683.5 90351 97796.5 140893 112531 65610.4 113106 57843.1 83751 71387.7 54137.4 198475 53980.9 51823.5 39758.1 39704.4 35495.2 34130.8 33255.6 26923.4 26234.2 11178.1 threshold=223.35100000000003 255.07275000000001 44.166500000000006 54.567500000000003 186.22625000000002 0 56.871000000000002 643.62800000000016 38.267500000000005 10.559303500000002 211.13750000000002 362.49400000000003 782.62500000000011 1048.2900000000002 260.15900000000005 8.7187500000000018 1 70.917000000000016 48.966000000000008 21.718200000000003 2 3 4 543.20000000000016 24.245000000000005 673.83140000000014 5 166.69750000000002 172.09050000000002 232.94400000000005 9.9786020000000004 484.61250000000007 42.430500000000009 12.545000000000003 1048.2900000000002 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 9 1 9 2 2 2 9 2 2 2 2 2 2 2 2 left_child=8 2 3 5 -5 6 7 -2 12 14 11 18 13 20 15 25 17 -17 28 -20 21 22 -1 31 -25 32 -23 -18 -11 33 -4 -22 -10 -7 -14 right_child=1 -3 30 4 -6 29 -8 -9 9 10 -12 -13 34 -15 -16 16 27 -19 19 -21 23 26 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 leaf_value=0.16958962455997623 0.26677283404803859 1.2638542372905293 -0.26860623055490956 1.5710294773267663 0.081057542303334118 0.014097469721661241 0.95276010823249824 -0.20993901120988948 0.12840972030052433 0.097663705213202376 1.068277142047882 1.0120625313123066 -0.31650113953484427 -0.55139952341715492 0.58711296338301444 0.1495221399092207 0.021809664529912613 0.8138242413746376 0.047269017612561581 0.97870665030045945 -0.0025389903625853498 -0.092181348719839337 -0.10499581983706729 0.44149968704480808 -0.5373244089550443 -0.35450282550325585 0.13546709782377062 -0.45515249685807663 -0.26613310880131191 -0.42905901041897865 -0.75377075178869846 0.31987299699336291 -0.035620327738213539 -0.28687309443950654 -0.59278321940335443 leaf_weight=113 164 26 29 23 23 305 20 38 108 180 24 24 27 30 26 51 85 51 32 22 129707 108 411 89 27 51 923 22 36 22 29 32 1362 32 32 leaf_count=113 164 26 29 23 23 305 20 38 108 180 24 24 27 30 26 51 85 51 32 22 129707 108 411 89 27 51 923 22 36 22 29 32 1362 32 32 internal_value=0 0.114934 0.0713253 0.12521 0.826044 0.0697225 0.236329 0.177094 -0.00121064 0.0407333 0.254626 0.188205 -0.00187218 -0.00166369 0.00199874 -0.00679488 0.196034 0.438667 0.114973 0.426744 -0.00153819 0.0588944 -0.0437148 -0.00226622 0.21367 -0.0346655 0.110964 -0.0697396 0.0370309 -0.0388063 -0.511188 -0.00245947 -0.0235691 -0.0144813 -0.466349 internal_weight=0 711 685 627 46 581 222 202 133573 2074 318 294 131499 131440 1756 1730 209 102 270 54 131410 1555 524 129855 116 1521 1031 107 216 359 58 129739 1470 337 59 internal_count=134284 711 685 627 46 581 222 202 133573 2074 318 294 131499 131440 1756 1730 209 102 270 54 131410 1555 524 129855 116 1521 1031 107 216 359 58 129739 1470 337 59 cat_boundaries=0 1 2 8 9 15 21 cat_threshold=838 1101 2148532224 67108867 12292 419430400 664128 8224 3090 2147483648 0 8196 0 0 8224 2147483648 0 8192 0 131072 32 is_linear=0 shrinkage=0.01 Tree=423 num_leaves=28 num_cat=5 split_feature=0 4 7 5 5 24 1 0 6 6 9 5 6 10 1 25 24 25 25 11 13 26 6 4 6 9 10 split_gain=93504.3 349142 210734 238973 250221 104761 107312 68716.1 56779.8 39317.5 290831 50224.6 44305.7 42276.2 34788.9 33249.7 117778 70954.6 68654.7 54439.6 37474.9 30848.4 25879.6 20695 4769.07 3301.76 2596.49 threshold=223.35100000000003 255.07275000000001 44.166500000000006 54.567500000000003 186.22625000000002 0 56.871000000000002 643.62800000000016 29.991000000000003 442.27000000000004 8.0855000000000015 1066.3056000000001 482.64500000000004 360.62500000000006 232.94400000000005 1 2 3 4 751.80750000000012 751.80750000000012 2022.5000000000002 78.948750000000018 59.985500000000009 657.87500000000011 94.405000000000015 747.99000000000012 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 9 1 9 9 2 2 2 2 2 2 2 2 left_child=9 2 3 5 -5 6 7 -2 -4 11 12 13 -11 15 22 16 18 -18 -1 20 -17 -14 -7 25 -23 26 -15 right_child=1 -3 8 4 -6 14 -8 -9 -10 10 -12 -13 21 23 -16 19 17 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 leaf_value=-0.18499630966339722 0.26410509983213937 1.251215705367235 -0.27908697511020458 1.5553191574760106 0.08024693986643916 -0.03634800350252386 0.94323250532150271 -0.20783962770512229 -0.93735689115524301 0.39044713298479716 1.2835152626037598 -0.42487067124673294 0.16143797326732326 -0.073697257469379412 -0.42476842186667702 -0.0017446863098976233 0.35127573952078822 0.08475573199711843 0.050457971143157122 0.40453969753149788 0.40194157869919489 -0.28088858696166424 0.33454541063308718 -0.46105861020088201 -0.12628718868741451 -0.23177664594216779 -0.17882843417506064 leaf_weight=239 164 26 38 23 23 317 20 38 20 24 20 28 37 97 22 131979 118 574 243 33 23 32 20 20 53 22 31 leaf_count=239 164 26 38 23 23 317 20 38 20 24 20 28 37 97 22 131979 118 574 243 33 23 32 20 20 53 22 31 internal_value=0 0.113785 0.070612 0.123958 0.817783 0.0690252 0.233965 0.175323 -0.506077 -0.00119846 0.152606 -0.00138984 -0.00231315 -0.00130094 -0.0384182 -0.00109981 0.0516575 0.134559 -0.0676793 -0.0015727 -0.00167435 -0.0795775 -0.0143365 -0.158897 -0.18449 -0.118609 -0.0991587 internal_weight=0 711 685 627 46 581 222 202 58 133573 166 133407 146 133379 359 133209 1174 692 482 132035 132002 122 337 170 85 150 128 internal_count=134284 711 685 627 46 581 222 202 58 133573 166 133407 146 133379 359 133209 1174 692 482 132035 132002 122 337 170 85 150 128 cat_boundaries=0 1 7 8 13 18 cat_threshold=838 2148532224 67108866 8196 419430400 664128 8224 2075 0 2 4 0 139264 0 67108866 4 150994944 8192 is_linear=0 shrinkage=0.01 Tree=424 num_leaves=33 num_cat=4 split_feature=0 4 7 25 24 26 0 0 0 6 2 6 9 6 10 9 4 11 25 11 26 24 4 26 0 0 4 6 9 4 10 10 split_gain=91643.2 342194 206540 209796 262023 314664 398713 127105 65889 55649.8 49363.4 38534.9 285044 43424 41388.3 37400.7 47669.3 43124.8 42407.1 37987.4 30234.5 26759.2 20283.1 19780.6 10957.1 8513.7 6097.85 4674.17 3236.06 2968.32 2544.82 554.633 threshold=223.35100000000003 255.07275000000001 44.166500000000006 0 1 2022.5000000000002 309.85375000000005 232.94400000000005 542.34225000000004 29.991000000000003 103.80000000000001 442.27000000000004 8.0855000000000015 482.64500000000004 360.62500000000006 1023.8910000000002 544.35000000000002 442.27000000000004 2 543.53000000000009 2022.5000000000002 3 59.985500000000009 2022.5000000000002 332.15050000000008 393.82500000000005 783.48000000000013 657.87500000000011 94.405000000000015 783.48000000000013 747.99000000000012 543.20000000000016 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=11 2 3 4 5 24 -7 -5 25 -4 21 14 13 -13 15 16 17 18 -1 -19 -15 -9 28 26 -2 -6 -18 -22 30 -25 31 -16 right_child=1 -3 9 7 8 6 -8 10 -10 -11 -12 12 -14 20 22 -17 23 19 -20 -21 27 -23 -24 29 -26 -27 -28 -29 -30 -31 -32 -33 leaf_value=0.060110445329402983 0.45779735730244564 1.2387035545477501 -0.27629610833368806 0.66939702157974235 0.095785090588686755 0.3910010043057528 2.2368571754455568 -0.21975033736918584 -0.35315090356554302 -0.92798331069946283 0.34456418337645356 0.38654264082511269 1.2706801228523255 0.1598235934086748 -0.057727767157813775 0.42080736886887321 -0.14431917654350401 0.527899100250668 -0.0017385690895589309 0.087220411006833476 -0.27807970135472715 -0.03162078766793501 -0.45644801974296573 -0.38596095532178881 0.19277285502507138 0.31414561785184419 0.074982269150870182 -0.12502431734552924 -0.22945887538519774 -0.25177325282026741 -0.1770401495502841 -0.11049754930394036 leaf_weight=1108 26 26 38 25 57 22 25 111 35 20 27 24 20 37 69 21 32 27 131891 71 32 234 20 32 39 26 21 53 22 34 31 28 leaf_count=1108 26 26 38 25 57 22 25 111 35 20 27 24 20 37 69 21 32 27 131891 71 32 234 20 32 39 26 21 53 22 34 31 28 internal_value=0 0.112647 0.0699059 0.122718 0.355048 0.688068 1.37284 -0.0203123 0.00990043 -0.501016 -0.0672098 -0.00118625 0.15108 -0.00229002 -0.00137571 -0.00117675 -0.00124328 -0.00106441 -0.00121892 0.208632 -0.0787817 -0.0994355 -0.157309 -0.201299 0.298783 0.164187 -0.0574262 -0.182645 -0.117423 -0.316834 -0.0981671 -0.0729603 internal_weight=0 711 685 627 230 112 47 397 118 58 372 133573 166 146 133407 133237 133216 133097 132999 98 122 345 170 119 65 83 53 85 150 66 128 97 internal_count=134284 711 685 627 230 112 47 397 118 58 372 133573 166 146 133407 133237 133216 133097 132999 98 122 345 170 119 65 83 53 85 150 66 128 97 cat_boundaries=0 5 6 12 13 cat_threshold=32768 131072 21504 0 33554432 918 2148532224 67108866 8196 419430400 139840 8192 1665 is_linear=0 shrinkage=0.01 Tree=425 num_leaves=15 num_cat=1 split_feature=2 4 5 4 3 26 8 0 25 9 13 3 8 26 split_gain=71740.4 116015 68736.9 65003.1 64318.5 143121 74351.7 114829 57427.4 124180 41312.2 16467.2 1664.94 390.275 threshold=1048.2900000000002 1066.3056000000001 650.90000000000009 77.943750000000009 782.62500000000011 2022.5000000000002 571.7600000000001 14.496990000000002 0 783.98480000000006 543.20000000000016 1048.2900000000002 673.83140000000014 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 4 13 6 -6 8 12 9 -1 -10 -7 -8 -4 right_child=-2 -3 3 -5 5 11 7 -9 10 -11 -12 -13 -14 -15 leaf_value=0.024679707015294428 -0.40711434807888297 -0.60063733235001571 0.15401850427900043 0.73851249570431921 -0.26321002943175181 0.43351596832275391 -0.17910729944705964 -0.94259971165657053 -0.00062944529075072044 -0.7640045442581177 0.38352840627942769 0.8184897613048554 -0.08241076843084201 0.10142509678075481 leaf_weight=11046 43 32 21 23 28 20 24 20 122759 20 28 25 69 43 leaf_count=11046 43 32 21 23 28 20 24 20 122759 20 28 25 69 43 internal_value=0 0.00140944 0.00155308 0.282545 0.00137069 0.298119 0.00120899 -0.255194 0.00142545 0.0232333 -0.000541799 0.64739 -0.107365 0.118682 internal_weight=0 134158 134126 87 134039 73 133966 113 133853 11066 122787 45 93 64 internal_count=134201 134158 134126 87 134039 73 133966 113 133853 11066 122787 45 93 64 cat_boundaries=0 6 cat_threshold=2153021440 537264130 143364 961642496 168440323 8320 is_linear=0 shrinkage=0.01 Tree=426 num_leaves=15 num_cat=1 split_feature=14 8 9 9 9 3 3 12 25 26 10 14 9 3 split_gain=69335.4 100497 79008.8 64081.9 68019.1 699537 90525 59393.5 63497.4 33798 8695.63 7183.4 5854.5 3214.54 threshold=479.13100000000003 33.268000000000008 1023.8910000000002 783.98480000000006 362.49400000000003 134.02375000000004 650.90000000000009 756.4475000000001 0 2022.5000000000002 11.256250000000003 739.41125000000011 553.50000000000011 782.62500000000011 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=2 11 3 4 6 10 7 8 -1 -8 12 -2 -6 -11 right_child=1 -3 -4 -5 5 -7 9 -9 -10 13 -12 -13 -14 -15 leaf_value=0.026384637828633501 -0.17394829023175123 -0.90413102436065673 0.58749936642854106 -0.53831459847363561 -0.078441197716272795 1.9539161202907562 -0.50705369350522067 -0.42933364987373351 -0.00037354085212632247 -0.24441398961203439 -0.2379396625187086 0.04388488670190175 0.081977154867989677 -0.092885186530294886 leaf_weight=9540 41 20 23 22 65 20 43 32 124250 21 23 24 35 42 leaf_count=9540 41 20 23 22 65 20 43 32 124250 21 23 24 35 42 internal_value=0 -0.28425 0.00144671 0.00134619 0.00143474 0.219414 0.001202 0.00143338 0.00153642 -0.290917 -0.0626186 -0.0935176 -0.0222948 -0.143395 internal_weight=0 85 134116 134093 134071 143 133928 133822 133790 106 123 65 100 63 internal_count=134201 85 134116 134093 134071 143 133928 133822 133790 106 123 65 100 63 cat_boundaries=0 6 cat_threshold=2153021440 537264130 143364 961642496 34222594 8320 is_linear=0 shrinkage=0.01 Tree=427 num_leaves=15 num_cat=1 split_feature=2 4 5 3 26 8 4 25 18 2 13 3 8 26 split_gain=70278.4 113611 67305.5 63705.5 138936 72560.1 63639.7 55253.7 125644 54702.4 40315.4 16188.4 6031.1 391.898 threshold=1048.2900000000002 1066.3056000000001 650.90000000000009 782.62500000000011 2022.5000000000002 571.7600000000001 77.943750000000009 0 334.44375000000008 106.38320000000003 543.20000000000016 1048.2900000000002 673.83140000000014 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 5 -5 7 13 8 -1 12 -9 -6 -7 -4 right_child=-2 -3 6 4 11 9 -8 10 -10 -11 -12 -13 -14 -15 leaf_value=0.020910948655890074 -0.40295683550280198 -0.5943939799070358 0.15284989901951382 -0.25638631931373052 0.42874606084823613 -0.27954043464660644 0.73073591729869014 -0.00061899331429081394 0.62101369108472559 -0.71263141495840887 0.37887608664376393 0.81044751979708685 -0.097534891574907662 0.1001471931712572 leaf_weight=11031 43 32 21 28 20 25 23 122759 35 21 28 25 67 43 leaf_count=11031 43 32 21 28 20 25 23 122759 35 21 28 25 67 43 internal_value=0 0.00138267 0.00152482 0.00134434 0.296675 0.00118341 0.279576 0.00139725 0.0227884 -0.252112 -0.000532411 0.640802 -0.146993 0.11744 internal_weight=0 134158 134126 134039 73 133966 87 133853 11066 113 122787 45 92 64 internal_count=134201 134158 134126 134039 73 133966 87 133853 11066 113 122787 45 92 64 cat_boundaries=0 6 cat_threshold=2153021440 537264130 143364 961642496 168440323 8320 is_linear=0 shrinkage=0.01 Tree=428 num_leaves=17 num_cat=1 split_feature=2 4 5 4 8 0 25 6 0 13 6 0 6 8 5 5 split_gain=68879.8 111350 65966.1 62373.3 53993.1 64073.5 58344.7 185789 69691.6 46341.4 45967.5 45047.9 2657.41 1093.4 116.828 222.178 threshold=1048.2900000000002 1066.3056000000001 650.90000000000009 77.943750000000009 571.7600000000001 21.474750000000004 0 442.27000000000004 643.62800000000016 638.18750000000011 783.98480000000006 643.62800000000016 3.2906500000000003 804.02882000000011 1066.3056000000001 783.48000000000013 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 4 14 6 12 7 8 -1 11 -9 -8 13 -6 15 -4 right_child=-2 -3 3 -5 5 -7 9 10 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.023663542528781962 -0.39892727341762807 -0.58845003560185438 0.10185810270763579 0.72342857277911654 -0.17090703750268005 -0.73017306846566499 -0.00048868396204900541 0.33440064394249108 -0.3270846611156798 0.48103015422821044 0.84133391486273867 0.29973113465309142 -0.0045765749365091323 -0.093916227326861446 0.096225969254970553 0.14684680275295092 leaf_weight=9191 43 32 21 23 39 20 124527 53 57 20 27 50 20 35 20 23 leaf_count=9191 43 32 21 23 39 20 124527 53 57 20 27 50 20 35 20 23 internal_value=0 0.00136885 0.00150957 0.27678 0.0013309 -0.216206 0.00151607 0.0256251 0.0215017 -0.000290892 0.505491 -0.000368188 -0.106851 -0.134492 0.116266 0.125375 internal_weight=0 134158 134126 87 134039 114 133925 9328 9248 124597 80 124577 94 74 64 44 internal_count=134201 134158 134126 87 134039 114 133925 9328 9248 124597 80 124577 94 74 64 44 cat_boundaries=0 6 cat_threshold=2148827136 393218 143364 961642496 168440323 8320 is_linear=0 shrinkage=0.01 Tree=429 num_leaves=13 num_cat=2 split_feature=14 2 9 2 4 2 3 24 3 25 1 14 split_gain=67639.2 145543 77057.7 67536.2 62779.6 57156.9 129903 105451 55246.4 50783.8 24909.3 4424.82 threshold=479.13100000000003 80.954000000000022 1023.8910000000002 1048.2900000000002 1066.3056000000001 271.95250000000004 134.02375000000004 0 1048.2900000000002 1 25.388750000000005 739.41125000000011 decision_type=2 2 2 2 2 2 2 1 2 9 2 2 left_child=2 11 3 4 5 8 7 -7 9 -1 -8 -2 right_child=1 -3 -4 -5 -6 6 10 -9 -10 -11 -12 -13 leaf_value=0.21487798630654276 -0.11229748101461501 -1.0267547092437743 0.58017819280209748 -0.3949379994148432 -0.44852957879343341 -0.17154931348912858 0.41546166839599608 0.17402945263311267 0.40422256734441309 0.00089341479201022274 0.88894188213348391 0.060252988027489705 leaf_weight=101 42 20 23 43 31 126 25 246 34 133467 20 23 leaf_count=101 42 20 23 43 31 126 25 246 34 133467 20 23 internal_value=0 -0.280774 0.00140691 0.00130764 0.00143474 0.00153882 0.118432 0.0570453 0.00117397 0.00107138 0.625897 -0.0512412 internal_weight=0 85 134116 134093 134050 134019 417 372 133602 133568 45 65 internal_count=134201 85 134116 134093 134050 134019 417 372 133602 133568 45 65 cat_boundaries=0 1 6 cat_threshold=1221 0 2 0 0 8192 is_linear=0 shrinkage=0.01 Tree=430 num_leaves=17 num_cat=0 split_feature=1 14 2 9 22 9 14 3 9 2 2 2 0 1 14 26 split_gain=75049 57812 101992 89580.1 62992.5 54013.6 159737 124234 71079.1 321640 101275 32958.3 21302.5 6702.68 1126.71 405.837 threshold=650.90000000000009 479.13100000000003 21.745000000000005 1023.8910000000002 266.84000000000009 245.22000000000006 108.99250000000002 174.86250000000004 68.556262500000017 154.91865000000004 1048.2900000000002 26.787500000000005 77.552000000000007 1066.3056000000001 630.11250000000007 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 14 4 5 8 7 -7 10 -10 -1 12 13 15 -3 -2 right_child=11 2 -4 -5 -6 6 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.00057609939778182479 -0.35862742026646938 -0.02777140559572162 -0.86281970909663619 0.58670520268953763 0.56084706759452818 -0.12997580896032618 0.62527406756694504 -0.85238568489368149 0.049367079867983339 1.0124058384365506 -0.53104389980435374 -0.60477885202928028 0.10586987472715832 -0.12885716731731708 -0.10716457501435893 -0.29843154952639628 leaf_weight=132542 24 33 21 26 20 282 26 26 946 36 36 22 21 26 39 21 leaf_count=132542 24 33 21 26 20 282 26 26 946 36 36 22 21 26 39 21 internal_value=0 -0.000385196 -0.249625 -0.000212139 -0.000326092 -0.000409915 -0.127419 -0.190958 -9.22962e-05 0.084672 -0.000720142 -0.257073 -0.173925 -0.256682 -0.070776 -0.330536 internal_weight=0 134033 93 133940 133914 133894 334 308 133560 982 132578 114 92 71 72 45 internal_count=134147 134033 93 133940 133914 133894 334 308 133560 982 132578 114 92 71 72 45 is_linear=0 shrinkage=0.01 Tree=431 num_leaves=17 num_cat=0 split_feature=1 14 2 9 22 10 0 9 10 2 2 0 10 1 14 26 split_gain=73555.5 56661.5 99962.6 87797.5 61738.9 56137.7 63772.5 51580.4 43726.9 32302.4 23020.9 20878.5 7185.13 6569.29 1104.29 397.761 threshold=650.90000000000009 479.13100000000003 21.745000000000005 1023.8910000000002 266.84000000000009 638.18750000000011 542.34225000000004 245.22000000000006 747.99000000000012 26.787500000000005 12.987 77.552000000000007 950.63250000000005 1066.3056000000001 630.11250000000007 2022.5000000000002 decision_type=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 -7 11 -8 13 -10 15 -3 -2 right_child=9 2 -4 -5 -6 8 10 -9 12 -11 -12 -13 -14 -15 -16 -17 leaf_value=-1.3905987565965516e-06 -0.35504115343093873 -0.027493692528117789 -0.85419151873815624 0.58083816381601194 0.55523860764503485 0.67969475245475763 -0.14619895662086596 -0.12536735356329604 0.010615183115005493 -0.5987310617620295 -0.47058095913666947 0.10481117066882906 0.25616511453281748 -0.12756860109475943 -0.10609293204087478 -0.29544723374503001 leaf_weight=133333 24 33 21 26 20 20 138 329 26 22 26 21 22 26 39 21 leaf_count=133333 24 33 21 26 20 20 138 329 26 22 26 21 22 26 39 21 internal_value=0 -0.000381344 -0.247128 -0.000210018 -0.000322831 -0.000405816 -0.000551775 -0.00030997 0.286846 -0.254502 -0.197625 -0.172186 0.123159 -0.254115 -0.0700683 -0.327231 internal_weight=0 134033 93 133940 133914 133894 133826 133662 68 114 164 92 48 71 72 45 internal_count=134147 134033 93 133940 133914 133894 133826 133662 68 114 164 92 48 71 72 45 is_linear=0 shrinkage=0.01 Tree=432 num_leaves=17 num_cat=0 split_feature=1 14 2 9 22 9 14 3 9 2 2 2 0 1 14 26 split_gain=72091.7 55534 97973.3 86050.3 60510.3 51895 156538 121709 69603.1 315264 99161.3 31659.6 20463.1 6438.56 1082.31 389.845 threshold=650.90000000000009 479.13100000000003 21.745000000000005 1023.8910000000002 266.84000000000009 245.22000000000006 108.99250000000002 174.86250000000004 68.556262500000017 154.91865000000004 1048.2900000000002 26.787500000000005 77.552000000000007 1066.3056000000001 630.11250000000007 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 14 4 5 8 7 -7 10 -10 -1 12 13 15 -3 -2 right_child=11 2 -4 -5 -6 6 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.0005691917908103633 -0.35149074077606202 -0.027218753569053882 -0.8456496018455143 0.57502974583552435 0.54968622422218327 -0.12743516940636732 0.62022269395681529 -0.84246737076685974 0.048835938648255757 1.0022817905743917 -0.52547200930020255 -0.59274374398318208 0.10376304967062813 -0.12629291461064265 -0.10503200323153765 -0.29249276252019973 leaf_weight=132542 24 33 21 26 20 282 26 26 946 36 36 22 21 26 39 21 leaf_count=132542 24 33 21 26 20 282 26 26 946 36 36 22 21 26 39 21 internal_value=0 -0.000377531 -0.244657 -0.000207917 -0.000319602 -0.000401758 -0.124895 -0.187795 -9.04303e-05 0.0837891 -0.000711723 -0.251957 -0.170464 -0.251574 -0.0693676 -0.323958 internal_weight=0 134033 93 133940 133914 133894 334 308 133560 982 132578 114 92 71 72 45 internal_count=134147 134033 93 133940 133914 133894 334 308 133560 982 132578 114 92 71 72 45 is_linear=0 shrinkage=0.01 Tree=433 num_leaves=17 num_cat=1 split_feature=1 14 2 9 22 10 0 25 10 2 2 0 10 1 14 26 split_gain=70657.1 54428.8 96023.7 84337.9 59306.2 54951 62396.5 57395.7 42875 31029.6 22472.2 20055.8 7057.02 6310.44 1060.78 382.087 threshold=650.90000000000009 479.13100000000003 21.745000000000005 1023.8910000000002 266.84000000000009 638.18750000000011 542.34225000000004 0 747.99000000000012 26.787500000000005 12.987 77.552000000000007 950.63250000000005 1066.3056000000001 630.11250000000007 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 3 14 4 5 6 7 -1 -7 11 -8 13 -10 15 -3 -2 right_child=9 2 -4 -5 -6 8 10 -9 12 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.019941978824523868 -0.34797581911087039 -0.026946569211555249 -0.83719310874030695 0.56927946457496059 0.54418934857845314 0.67280468487739575 -0.14466823180516561 -0.0024236785148942465 0.010180951356887817 -0.58681630047884858 -0.46516087825481706 0.10272541772751581 0.25353209387172354 -0.1250299882888794 -0.10398168429350241 -0.28956783169791811 leaf_weight=12666 24 33 21 26 20 20 138 120996 26 22 26 21 22 26 39 21 leaf_count=12666 24 33 21 26 20 20 138 120996 26 22 26 21 22 26 39 21 internal_value=0 -0.000373755 -0.242211 -0.000205838 -0.000316406 -0.00039774 -0.000542148 -0.000302967 0.283802 -0.249437 -0.195478 -0.16876 0.121717 -0.249058 -0.0686739 -0.320719 internal_weight=0 134033 93 133940 133914 133894 133826 133662 68 114 164 92 48 71 72 45 internal_count=134147 134033 93 133940 133914 133894 133826 133662 68 114 164 92 48 71 72 45 cat_boundaries=0 6 cat_threshold=32768 605421586 1074008389 1611661440 698945 67108865 is_linear=0 shrinkage=0.01 Tree=434 num_leaves=18 num_cat=1 split_feature=1 14 2 9 9 14 9 6 2 2 2 25 2 6 26 1 14 split_gain=69251 53345.7 94112.8 82659.6 50974.3 153416 74768.6 379908 396355 97145.3 61218.5 57355.2 30412.1 21263.6 5296.08 27020.8 1039.67 threshold=650.90000000000009 479.13100000000003 21.745000000000005 1023.8910000000002 245.22000000000006 108.99250000000002 68.556262500000017 246.34000000000003 154.91865000000004 1048.2900000000002 83.39400000000002 0 26.787500000000005 145.27000000000001 2022.5000000000002 1066.3056000000001 630.11250000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 3 16 4 6 10 9 8 -8 11 13 -1 14 -6 -2 -16 -3 right_child=12 2 -4 -5 5 -7 7 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 leaf_value=0.019869615157792318 -0.087825987013903539 -0.026677104487563625 -0.82882118179684594 0.56358666640061605 -0.11625442610010792 0.61395383990727936 0.019770037965803979 1.4510021450519563 1.1190284923420233 -0.52004781241218245 -0.6232564215824522 -0.0026310365732256928 -0.58094814690676599 -0.45467416286468509 -0.021464898219475378 -0.49764545917510988 -0.1029418639647655 leaf_weight=12499 44 33 21 26 259 26 930 20 34 36 29 120061 22 20 26 22 39 leaf_count=12499 44 33 21 26 259 26 930 20 34 36 29 120061 22 20 26 22 39 internal_value=0 -0.000370005 -0.239788 -0.000203767 -0.000313229 -0.123698 -4.72189e-06 0.0868426 0.0585406 -0.000649219 -0.185967 -0.000508164 -0.246943 -0.140514 -0.167072 -0.239714 -0.0679872 internal_weight=0 134033 93 133940 133914 334 133580 984 964 132596 308 132560 114 279 92 48 72 internal_count=134147 134033 93 133940 133914 334 133580 984 964 132596 308 132560 114 279 92 48 72 cat_boundaries=0 6 cat_threshold=32768 68550674 1074008389 1884291200 698945 67117089 is_linear=0 shrinkage=0.01 Tree=435 num_leaves=21 num_cat=6 split_feature=6 25 3 6 5 2 3 0 24 25 25 25 4 1 2 11 2 25 5 2 split_gain=96492.8 59196 54872.2 48698.6 52416.8 137883 62265.3 42833.1 39065.8 73549.1 55756.7 37554.8 109093 109002 92116.4 43382.6 8585.06 6417.16 6382.39 6139.79 threshold=1043.5418000000002 0 317.21700000000004 783.98480000000006 544.35000000000002 77.14060000000002 9.3117500000000017 212.70000000000005 1 2 3 4 783.48000000000013 1066.3056000000001 480.00160000000005 271.26290500000005 80.954000000000022 5 650.90000000000009 648.37500000000011 decision_type=2 9 2 2 2 2 2 2 1 9 9 9 2 2 2 2 2 9 2 2 left_child=1 2 7 4 11 6 18 8 10 -10 -1 12 13 -3 15 -13 -11 -12 -6 -16 right_child=-2 3 -4 -5 5 -7 -8 -9 9 16 17 14 -14 -15 19 -17 -18 -19 -20 -21 leaf_value=0.21642146876880103 -0.57681775976871619 0.012854677836907413 -0.56401536811481823 0.39077629189938307 -0.32151365079663019 -0.94361034438723612 0.44648495912551883 -0.38613709841019067 -0.31325455900338983 -0.039733581124537606 0.022790207862854003 -0.0011631206203716062 0.60751504098215414 0.75154685020446776 -0.25775234535762243 0.19486995462822707 -0.24120937737551604 -0.06388354858635982 -0.12239514911174774 -0.44019489532861955 leaf_weight=102 29 16646 22 32 22 21 20 39 120 547 122 116336 31 20 35 113 22 263 60 39 leaf_count=102 29 16646 22 32 22 21 20 39 120 547 122 116336 31 20 35 113 22 263 60 39 internal_value=0 7.53187e-05 -0.0685039 0.000716446 0.000622892 -0.205716 -0.0537972 -0.0600955 -0.0492829 -0.0969442 0.019733 0.000813402 0.0148347 0.0137411 -0.00119693 -0.000972894 -0.0467027 -0.0365365 -0.175817 -0.353905 internal_weight=0 134612 1237 133375 133343 123 102 1215 1176 689 487 133220 16697 16666 116523 116449 569 385 82 74 internal_count=134641 134612 1237 133375 133343 123 102 1215 1176 689 487 133220 16697 16666 116523 116449 569 385 82 74 cat_boundaries=0 6 7 12 18 24 28 cat_threshold=2147483648 2098176 4 268435456 168304704 8192 1700 2147483648 0 4 0 8192 0 0 4 0 8192 8192 5554176 393219 1074151568 2849144960 168451 512 2147483648 0 0 268435456 is_linear=0 shrinkage=0.01 Tree=436 num_leaves=20 num_cat=5 split_feature=6 25 3 0 0 0 6 5 0 24 25 25 3 0 0 2 0 2 25 split_gain=94572.6 58036.8 53777.8 48478 56167.3 73515.1 50635.5 52394 41977.8 38341.9 72218.8 54735.9 23670.1 50304.1 20750.2 9916.12 9208.54 8414.22 6295.52 threshold=1043.5418000000002 0 317.21700000000004 1083.9006000000002 542.34225000000004 431.47500000000008 783.98480000000006 544.35000000000002 212.70000000000005 1 2 3 65.983462500000016 643.62800000000016 783.48000000000013 9.3200000000000021 479.65650000000011 80.954000000000022 4 decision_type=2 9 2 2 2 2 2 2 2 1 9 9 2 2 2 2 2 2 9 left_child=1 2 8 4 5 6 7 -3 9 11 -11 -1 13 -6 -15 16 -7 -12 -13 right_child=-2 3 -4 -5 12 15 -8 -9 -10 10 17 18 -14 14 -16 -17 -18 -19 -20 leaf_value=0.21445048230034963 -0.57104958998745892 0.00072469974808531828 -0.55837521596388384 0.35783298191271329 -0.60260610103607182 0.37890788879394538 0.41844260281529921 -0.2118937474335062 -0.38227572832352075 -0.31036297673445484 -0.03933624529969322 0.022579575740929805 0.10293596541881561 0.048456107684544156 -0.29120234051266231 0.49387734423984181 0.11256254037221274 -0.23879728317260743 -0.063268114472483539 leaf_weight=102 29 132994 22 38 32 25 29 116 39 120 547 122 20 35 37 22 27 22 263 leaf_count=102 29 132994 22 38 32 25 29 116 39 120 547 122 20 35 37 22 27 22 263 internal_value=0 7.44631e-05 -0.0678299 0.000709282 0.000607557 0.000805575 0.000630438 0.000539411 -0.0595059 -0.0488018 -0.0960195 0.019571 -0.212123 -0.272711 -0.126091 0.315908 0.240613 -0.0462357 -0.0361815 internal_weight=0 134612 1237 133375 133337 133213 133139 133110 1215 1176 689 487 124 104 72 74 52 569 385 internal_count=134641 134612 1237 133375 133337 133213 133139 133110 1215 1176 689 487 124 104 72 74 52 569 385 cat_boundaries=0 6 7 12 18 22 cat_threshold=2147483648 2098176 4 268435456 168304704 8192 1700 2147483648 0 4 0 8192 0 0 4 0 8192 8192 2147483648 0 0 268435456 is_linear=0 shrinkage=0.01 Tree=437 num_leaves=18 num_cat=1 split_feature=6 25 3 0 0 0 6 5 0 2 3 0 4 0 7 2 26 split_gain=92690.6 56900.2 52705.2 47513.3 55049.6 72052.1 49627.8 51351.3 41139.5 28635.9 23199.1 49303 20537.4 20337.3 15366.9 9718.79 24050.8 threshold=1043.5418000000002 0 317.21700000000004 1083.9006000000002 542.34225000000004 431.47500000000008 783.98480000000006 544.35000000000002 212.70000000000005 242.64500000000001 65.983462500000016 643.62800000000016 314.37500000000006 783.48000000000013 295.12500000000006 9.3200000000000021 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 5 6 7 -3 9 12 11 -6 14 -13 -1 16 -7 right_child=-2 3 -4 -5 10 15 -8 -9 -10 -11 -12 13 -14 -15 -16 -17 -18 leaf_value=-0.029030494094436327 -0.56533909271503324 0.0007174527527685705 -0.55279146237806842 0.3542546718998959 -0.59658003121614456 0.40822822250425816 0.41425818311757057 -0.20977481098010622 -0.37845296615209334 -0.33873945915337766 0.10190662252902985 0.047971553393772667 -0.34978020486377531 -0.28829032189137227 -0.30210857527596607 0.48893857535990803 -0.033826827764511111 leaf_weight=1101 29 132994 22 38 32 32 29 116 39 33 20 35 21 37 21 22 20 leaf_count=1101 29 132994 22 38 32 32 29 116 39 33 20 35 21 37 21 22 20 internal_value=0 7.3617e-05 -0.0671626 0.000702189 0.000601482 0.000797519 0.000624134 0.000534017 -0.0589221 -0.0483254 -0.210001 -0.269984 -0.0399407 -0.12483 -0.0341416 0.312749 0.238207 internal_weight=0 134612 1237 133375 133337 133213 133139 133110 1215 1176 124 104 1143 72 1122 74 52 internal_count=134641 134612 1237 133375 133337 133213 133139 133110 1215 1176 124 104 1143 72 1122 74 52 cat_boundaries=0 6 cat_threshold=2147483648 2098176 4 268435456 168304704 8192 is_linear=0 shrinkage=0.01 Tree=438 num_leaves=14 num_cat=1 split_feature=6 8 13 9 1 24 3 7 6 0 8 9 7 split_gain=90846 46375.6 39448.9 56418.6 40350.8 227340 147118 63403.1 49020.6 26734.9 1268.95 548.063 347.542 threshold=1043.5418000000002 804.02882000000011 943.76675000000012 783.98480000000006 437.49875000000003 0 9.3117500000000017 783.98480000000006 783.98480000000006 98.970000000000013 1048.2900000000002 1023.8910000000002 1043.5418000000002 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 3 4 7 9 -7 8 -1 -6 -3 -5 -9 right_child=-2 10 -4 11 5 6 -8 12 -10 -11 -12 -13 -14 leaf_value=5.7318360155560962e-05 -0.55968570988753752 -0.33524303290992974 0.44428183627128603 -0.31559070380834436 -0.29400288397006774 0.24256492867912216 1.043852042277654 -0.32964978072643275 0.39149798154830934 0.11061286735534669 -0.24003853710634368 -0.38427663530622214 -0.3823786343574524 leaf_weight=134171 29 28 20 26 89 97 30 25 32 20 28 21 25 leaf_count=134171 29 28 20 26 89 97 30 25 32 20 28 21 25 internal_value=0 7.28808e-05 0.000192623 0.000126605 0.000247664 0.130891 0.400324 1.80084e-05 0.000150655 -0.201294 -0.287641 -0.34628 -0.356014 internal_weight=0 134612 134556 134536 134489 236 127 134253 134203 109 56 47 50 internal_count=134641 134612 134556 134536 134489 236 127 134253 134203 109 56 47 50 cat_boundaries=0 1 cat_threshold=976 is_linear=0 shrinkage=0.01 Tree=439 num_leaves=28 num_cat=0 split_feature=2 14 3 2 2 8 0 1 26 0 0 0 1 4 22 26 1 2 0 26 26 2 26 2 2 1 0 split_gain=70628.3 174423 240917 74353.6 72242.1 159967 43462.9 53478.6 49180 42411.6 97860.9 93195.4 65322.3 41942.8 36037.4 28318.9 21913.6 16330.2 16142 13578.4 12449.8 9189.4 6826.46 6414.88 6219.78 1167.73 428.772 threshold=437.49875000000003 8.0855000000000015 199.59643500000001 1048.2900000000002 271.95250000000004 35.250000000000007 1.0225000000000002 25.388750000000005 2022.5000000000002 1083.9006000000002 542.34225000000004 431.47500000000008 45.380000000000003 544.35000000000002 288.94250000000005 2022.5000000000002 26.014500000000009 333.67962000000006 643.62800000000016 2022.5000000000002 2022.5000000000002 480.00160000000005 2022.5000000000002 311.36400000000009 648.37500000000011 156.10000000000005 479.65650000000011 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=4 2 3 16 9 6 7 8 17 10 11 13 18 14 -1 -15 21 -6 -12 -8 26 -2 -20 -10 -23 -18 -13 right_child=1 -3 -4 -5 5 -7 19 -9 23 -11 12 20 -14 15 -16 -17 25 -19 22 -21 -22 24 -24 -25 -26 -27 -28 leaf_value=1.865784537246328e-05 0.13575267770073629 -1.0409316784994942 0.88175288200378421 -0.64900287135954826 0.43451619903246558 1.0316960649490357 -0.0098299872356912375 0.57791224409032749 -0.23264770235334123 0.32153488856990164 -0.36644932750612497 0.28125145953634512 -0.80728811073303219 -0.0075276598075161806 0.42453494119644164 -0.33389140378861198 -0.35826329272726304 0.11565469380082755 -0.022454685793982611 -0.35733038295399061 0.5199155508880986 -0.16821416906282013 -0.2342332703134288 -0.02612741866201725 -0.014221465940828678 -0.25512403476805917 0.21794197607040405 leaf_weight=133802 22 21 23 31 36 20 23 27 21 41 32 23 20 46 20 63 23 29 45 22 29 51 23 53 54 21 20 leaf_count=133802 22 21 23 31 36 20 23 27 21 41 32 23 20 46 20 63 23 29 45 22 29 51 23 53 54 21 20 internal_value=0 -0.169335 -0.0879856 -0.198401 0.000262661 0.176954 0.095936 0.170662 0.0915555 -4.15621e-05 -0.000139865 0.00011575 -0.285583 -7.76092e-05 8.21028e-05 -0.19616 -0.116713 0.292255 -0.181242 -0.179719 0.359794 -0.0500813 -0.0940857 -0.0847345 -0.0890179 -0.309038 0.251805 internal_weight=0 246 225 202 134395 231 211 166 139 134164 134123 134003 120 133931 133822 109 171 65 100 45 72 127 68 74 105 44 43 internal_count=134641 246 225 202 134395 231 211 166 139 134164 134123 134003 120 133931 133822 109 171 65 100 45 72 127 68 74 105 44 43 is_linear=0 shrinkage=0.01 Tree=440 num_leaves=10 num_cat=3 split_feature=6 6 25 9 5 9 3 24 25 split_gain=83441.5 75069.9 69845.5 54308.2 67649.4 62730.9 64936.5 33127.2 14598.3 threshold=1043.5418000000002 783.98480000000006 0 1023.8910000000002 1066.3056000000001 783.98480000000006 1048.2900000000002 1 2 decision_type=2 2 9 2 2 2 2 1 9 left_child=1 2 7 4 5 6 -4 -1 -9 right_child=-2 -3 3 -5 -6 -7 -8 8 -10 leaf_value=0.018016432223676822 -0.5195766323228036 0.49947272348403932 -0.00037828007586172385 0.46567176055908205 -0.52059552083015437 -0.5225599542389745 0.43670096208067499 -0.099193745475631576 -0.2441973152614775 leaf_weight=137 31 30 133424 25 25 23 34 212 158 leaf_count=137 31 30 133424 25 25 23 34 212 158 internal_value=0 -0.000704339 -0.000816287 -0.000367047 -0.000454343 -0.000356925 -0.000266929 -0.116823 -0.165911 internal_weight=0 134068 134038 133531 133506 133481 133458 507 370 internal_count=134099 134068 134038 133531 133506 133481 133458 507 370 cat_boundaries=0 5 6 11 cat_threshold=0 67108864 4 150994944 64 1216 0 67108864 0 134217728 64 is_linear=0 shrinkage=0.01 Tree=441 num_leaves=13 num_cat=3 split_feature=6 6 25 9 5 9 3 24 25 26 26 26 split_gain=81781 73576.1 68530.4 53227.5 66303.2 61482.5 63644.2 32504.7 14329.5 13114.3 6329.57 267.69 threshold=1043.5418000000002 783.98480000000006 0 1023.8910000000002 1066.3056000000001 783.98480000000006 1048.2900000000002 1 2 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 2 1 9 2 2 2 left_child=1 2 7 4 5 6 -4 10 11 -10 -1 -9 right_child=-2 -3 3 -5 -6 -7 -8 8 9 -11 -12 -13 leaf_value=-0.047347700323377338 -0.51438087433576585 0.49447795979181924 -0.00037449730484843903 0.46101508483886722 -0.5153895668745041 -0.5173343399296636 0.43233400152010076 -0.091749339816726255 -0.16494481196770303 -0.34717027306556703 0.08862794164401383 -0.11422420658951714 leaf_weight=70 31 30 133424 25 25 23 34 107 78 80 67 105 leaf_count=70 31 30 133424 25 25 23 34 107 78 80 67 105 internal_value=0 -0.000697538 -0.000808367 -0.000363376 -0.0004498 -0.000353356 -0.00026426 -0.115718 -0.164342 -0.241901 0.0178485 -0.0982465 internal_weight=0 134068 134038 133531 133506 133481 133458 507 370 158 137 212 internal_count=134099 134068 134038 133531 133506 133481 133458 507 370 158 137 212 cat_boundaries=0 5 6 11 cat_threshold=0 67108864 4 150994944 64 1216 0 67108864 0 134217728 64 is_linear=0 shrinkage=0.01 Tree=442 num_leaves=14 num_cat=3 split_feature=6 6 25 9 9 13 10 24 25 26 26 26 13 split_gain=80153.5 72111.9 67166.6 52168.3 60236.6 46731.9 41226.3 31604.8 41057.8 9465.67 5922 2540.7 2010.27 threshold=1043.5418000000002 783.98480000000006 0 1023.8910000000002 783.98480000000006 543.20000000000016 360.62500000000006 1 2 2022.5000000000002 2022.5000000000002 2022.5000000000002 751.80750000000012 decision_type=2 2 9 2 2 2 2 1 9 2 2 2 2 left_child=1 2 7 4 5 6 -4 9 10 -1 -9 -10 -7 right_child=-2 -3 3 -5 -6 12 -8 8 11 -11 -12 -13 -14 leaf_value=-0.059058639934097511 -0.5092370483447467 0.48953318675359092 -2.4364418724942302e-05 0.45640492210388184 -0.51216099890029954 -0.2144668334722519 -0.15231282275881661 -0.01387383474244012 -0.2585105278553107 0.11047963202945769 -0.11884005292553768 -0.33823331460720157 -0.32655704893171789 leaf_weight=69 31 30 133241 25 23 32 178 108 78 63 107 82 32 leaf_count=69 31 30 133241 25 23 32 178 108 78 63 107 82 32 internal_value=0 -0.000690563 -0.000800284 -0.000359742 -0.000445302 -0.00035713 -0.000227539 -0.114561 -0.161333 0.0203181 -0.0631745 -0.281759 -0.270512 internal_weight=0 134068 134038 133531 133506 133483 133419 507 375 132 215 160 64 internal_count=134099 134068 134038 133531 133506 133483 133419 507 375 132 215 160 64 cat_boundaries=0 5 6 11 cat_threshold=0 67108864 4 150994944 64 1600 0 67108864 0 134217728 64 is_linear=0 shrinkage=0.01 Tree=443 num_leaves=19 num_cat=5 split_feature=6 6 25 5 3 1 1 24 2 3 2 25 24 2 25 26 26 26 split_gain=78558.5 70676.9 65830 51453.3 231466 216832 91773.7 42104.8 145216 141440 139099 108608 31499.8 18919.2 13606.3 12759.4 6126.23 244.87 threshold=1043.5418000000002 783.98480000000006 0 26.057500000000005 482.64500000000004 437.49875000000003 194.03250000000003 1 783.48000000000013 544.35000000000002 783.48000000000013 2 3 1048.2900000000002 4 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 2 1 2 2 2 9 1 2 9 2 2 2 left_child=1 2 12 7 5 6 -5 8 9 -4 11 -9 16 -12 17 -16 -1 -14 right_child=-2 -3 3 4 -6 -7 -8 10 -10 -11 13 -13 14 -15 15 -17 -18 -19 leaf_value=-0.046089073794228698 -0.50414469482677593 0.48463785521189373 -0.0094188223341802844 0.030564536258660239 0.96004352559645967 0.87692248620589586 -0.33531856414249966 0.094798695194984475 0.82192531585693362 -0.77731415666639803 -0.35211261966011742 0.0015664459263071211 -0.090638210550646914 -0.76683237417177719 -0.16096596876780195 -0.34070886123180388 0.087684562170683447 -0.11213380475271317 leaf_weight=70 31 30 43115 3319 27 30 70 1258 21 24 22 85623 107 22 78 80 67 105 leaf_count=70 31 30 43115 3319 27 30 70 1258 21 24 22 85623 107 22 78 80 67 105 internal_value=0 -0.000683657 -0.000792281 -0.000356145 0.037783 0.0304999 0.0230072 -0.00136649 -0.00943914 -0.00984603 0.00264252 0.0029275 -0.113415 -0.559472 -0.161275 -0.236977 0.0180179 -0.0967222 internal_weight=0 134068 134038 133531 3446 3419 3389 130085 43160 43139 86925 86881 507 44 370 158 137 212 internal_count=134099 134068 134038 133531 3446 3419 3389 130085 43160 43139 86925 86881 507 44 370 158 137 212 cat_boundaries=0 5 6 11 12 17 cat_threshold=0 67108864 4 150994944 64 2185 2147745792 131074 0 273776768 33562624 1216 0 67108864 0 134217728 64 is_linear=0 shrinkage=0.01 Tree=444 num_leaves=15 num_cat=4 split_feature=6 6 25 9 5 9 5 24 25 25 26 26 26 26 split_gain=76995.2 69270.4 64520.1 51068.5 65234.8 59354.2 62478.4 30713.9 18173.2 8727.06 6786.56 2071.19 1239.25 24.2385 threshold=1043.5418000000002 783.98480000000006 0 1023.8910000000002 1066.3056000000001 783.98480000000006 26.057500000000005 1 2 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 2 1 9 9 2 2 2 2 left_child=1 2 7 4 5 6 -4 9 12 11 -11 -1 -9 -10 right_child=-2 -3 3 -5 -6 -7 -8 8 13 10 -12 -13 -14 -15 leaf_value=-0.011392640471458436 -0.49910323980354493 0.47979149389266967 -0.0013619041768179894 0.45157200813293458 -0.51121147432327274 -0.50829529573088106 0.041999989121977541 -0.28864205598831177 -0.11006155680303704 -0.022000925432551992 -0.16595763756678655 0.069377545099409799 -0.35703844017452668 -0.10182566572938648 leaf_weight=64 31 30 130048 25 25 23 3410 52 73 66 65 63 54 70 leaf_count=64 31 30 130048 25 25 23 3410 52 73 66 65 63 54 70 internal_value=0 -0.000676749 -0.000784286 -0.000352511 -0.000437164 -0.0003415 -0.00025396 -0.112281 -0.190933 -0.0320808 -0.0868036 0.0265814 -0.295599 -0.0990999 internal_weight=0 134068 134038 133531 133506 133481 133458 507 249 258 131 127 106 143 internal_count=134099 134068 134038 133531 133506 133481 133458 507 249 258 131 127 106 143 cat_boundaries=0 5 6 10 14 cat_threshold=0 67108864 4 150994944 64 1738 0 0 4 16777216 0 0 4 134217728 is_linear=0 shrinkage=0.01 Tree=445 num_leaves=23 num_cat=0 split_feature=16 4 6 15 1 3 8 1 4 11 11 7 6 12 3 6 6 7 26 3 3 11 split_gain=34928.3 35825.8 62011.7 76437.1 74040.8 188175 97308.5 89480.3 54170.1 50118.6 38927.3 31585 280463 130322 48397.1 38658.8 92142.5 23456.8 16696.6 8292.73 16081.6 67.6865 threshold=756.4475000000001 65.427500000000009 295.12500000000006 174.97500000000002 12.149090000000003 255.07275000000001 245.97000000000003 18.539550000000002 191.25900000000004 120.45606000000002 543.53000000000009 187.26000000000002 259.31250000000006 49.041000000000004 544.35000000000002 482.64500000000004 442.27000000000004 234.29475000000005 2022.5000000000002 1048.2900000000002 782.62500000000011 751.80750000000012 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=1 10 3 4 6 7 9 -6 -4 -3 11 14 13 17 15 16 -1 -13 -17 20 -16 -12 right_child=-2 2 8 -5 5 -7 -8 -9 -10 -11 21 12 -14 -15 19 18 -18 -19 -20 -21 -22 -23 leaf_value=0.00024179090979159108 -0.37300762252807618 0.016083557869125745 0.066084361076354986 -0.50661774492512146 0.72576217983080005 1.0161975387426523 0.72536741223931311 0.075325646469008328 -0.54424188346573799 0.49694072224877101 -0.23027623072266579 0.099585925277655696 1.1340273869534334 0.61486226027352475 -0.25888229854274214 0.012093008412048221 0.64746602730317548 -0.062080102694860424 -0.25633529392913695 -0.35699235774852611 0.018508072043910171 -0.25039861106872557 leaf_weight=131959 25 1469 26 24 23 26 20 263 33 22 32 123 24 35 57 32 22 332 84 27 33 35 leaf_count=131959 25 1469 26 24 23 26 20 263 33 22 32 123 24 35 57 32 22 332 84 27 33 35 internal_value=0 0.000809602 0.0438565 0.054051 0.0614323 0.20168 0.0324731 0.127633 -0.275285 0.0231787 0.000191752 0.000313397 0.0785512 0.0268544 9.23679e-06 0.000189297 0.000349677 -0.018377 -0.182286 -0.203285 -0.157172 -0.240788 internal_weight=0 134701 1906 1847 1823 312 1511 286 59 1491 132795 132728 514 490 132214 132097 131981 455 116 117 90 67 internal_count=134726 134701 1906 1847 1823 312 1511 286 59 1491 132795 132728 514 490 132214 132097 131981 455 116 117 90 67 is_linear=0 shrinkage=0.01 Tree=446 num_leaves=42 num_cat=6 split_feature=25 3 9 2 2 3 2 26 3 15 25 24 0 18 6 26 24 1 24 26 1 8 1 3 6 24 9 9 20 1 0 6 6 3 14 9 1 5 4 26 1 split_gain=57980.2 141857 473599 232878 175386 123952 95936.9 81855.1 90367.5 68894.4 71032.1 365383 93302.6 66626.5 66250.8 56691.9 53372.9 44298.2 99089.4 208163 212905 41303.4 36750.5 32841.9 30559.1 79979.2 216914 28094.7 28924.7 27564.2 43912.7 24289.2 23879.8 19343.3 12582.7 6042.98 5963.31 3361.8 3931.46 2703.97 1494.8 threshold=0 232.66575000000003 177.87500000000003 174.86250000000004 25.584650000000003 544.35000000000002 1048.2900000000002 2022.5000000000002 482.64500000000004 17.581200000000003 1 2 783.48000000000013 311.02500000000003 318.53250000000008 2022.5000000000002 3 224.14500000000001 4 2022.5000000000002 437.49875000000003 131.10720000000001 45.380000000000003 544.35000000000002 95.336000000000027 5 9.0774200000000018 396.4661000000001 199.65739200000004 480.00160000000005 108.06300000000002 104.27500000000002 68.932500000000019 782.62500000000011 53.072500000000012 783.98480000000006 789.60480000000007 26.057500000000005 16.771710000000002 2022.5000000000002 362.49400000000003 decision_type=9 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 1 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 4 7 14 9 23 -9 10 11 15 13 -12 17 -1 -13 24 19 20 -19 32 37 -3 27 26 -26 28 -2 30 -20 -27 34 -7 -11 -29 -31 38 39 -16 -21 right_child=5 2 -4 -5 -6 33 -8 8 -10 21 12 16 -14 -15 22 -17 -18 18 29 40 -22 -23 -24 -25 25 31 -28 35 -30 36 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 leaf_value=0.45638385332547698 -0.0017576783476082629 0.0064247378652746026 1.5608377975463867 1.0006411612950838 -0.69682708555652251 -0.24627974952712206 -0.66032134385336005 0.072647297549666021 0.7126163755522833 -0.086748902593660193 0.013630534890563996 -0.19424423102504951 0.5550430436432362 0.57731324161802022 0.005654094063100361 0.92112973519091346 0.065704177581587211 0.32106499245292264 -0.013541938625548007 0.0091075756743147565 1.5571975062110206 -0.51564585934082663 -0.58863760925474629 -0.45844327029727749 0.098777134751164633 0.18527060070975881 1.0697790953091213 -0.13031232520216895 0.2412537035163568 -0.11698536157608032 0.48807196860946717 -0.028986157392499438 0.20462975896321811 -0.57928940824560216 -0.26760557553984904 -0.31719690561294556 -0.30968756895798905 -0.2437799519079703 -0.24572383029120309 -0.12121213837038904 -0.085030383217719302 leaf_weight=52 118018 55 25 26 31 33 21 57 36 306 14199 111 32 21 21 53 219 38 137 37 22 24 21 21 129 61 28 62 49 42 20 399 26 37 44 24 26 27 21 84 31 leaf_count=52 118018 55 25 26 31 33 21 57 36 306 14199 111 32 21 21 53 219 38 137 37 22 24 21 21 129 61 28 62 49 42 20 399 26 37 44 24 26 27 21 84 31 internal_value=0 0.0190146 0.254809 0.110337 -0.00540251 -0.00162094 0.0151097 0.121427 0.320377 0.0160499 0.0195765 0.144033 0.0156657 0.014463 -0.00137424 0.630886 -0.0248744 -0.00108942 0.110767 0.319999 0.774314 -0.113437 -0.196361 -0.122026 -0.00142188 0.0687716 0.255665 -0.00178843 -0.00165682 -0.0215279 0.0503579 -0.000561639 -0.0877645 -0.422299 -0.109485 -0.182466 -0.190666 -0.142519 -0.12082 -0.0958389 -0.0338083 internal_weight=0 15359 251 226 200 119367 15108 169 93 15087 14687 435 14252 14220 119297 105 330 119123 353 128 60 400 174 76 118770 617 157 118153 118067 225 157 460 376 70 350 86 68 153 126 105 68 internal_count=134726 15359 251 226 200 119367 15108 169 93 15087 14687 435 14252 14220 119297 105 330 119123 353 128 60 400 174 76 118770 617 157 118153 118067 225 157 460 376 70 350 86 68 153 126 105 68 cat_boundaries=0 6 11 12 13 14 15 cat_threshold=2147778560 69337362 406532 17334272 134885953 145 0 0 4100 0 139264 1029 2312 1316 2114 is_linear=0 shrinkage=0.01 Tree=447 num_leaves=41 num_cat=4 split_feature=25 15 2 7 4 2 8 0 7 0 10 25 6 8 6 2 5 6 25 9 6 7 9 20 17 2 11 24 7 26 2 7 15 2 4 8 8 26 6 6 split_gain=56821.8 83025.8 80672.7 200101 230046 86121.7 72082.6 69574.8 214432 141219 76224.9 76620.3 68197.3 65386.2 77245.6 36629.3 32147.4 31780.8 104741 122403 47034.1 30754.3 53020.8 27049.8 49130.2 26693.1 25078.3 22216.7 21403.2 16128.2 15680.9 13563.7 14973.5 11034.6 8640.16 5435.59 9705.99 3039.34 1991.31 1315.62 threshold=0 17.581200000000003 271.95250000000004 77.598500000000016 65.427500000000009 394.3250000000001 364.41700000000009 6.2900995000000011 295.12500000000006 8.161500000000002 638.18750000000011 1 318.53250000000008 120.129 68.932500000000019 65.05725000000001 109.12700000000002 95.336000000000027 2 9.0774200000000018 121.28400000000001 657.87500000000011 783.98480000000006 155.24000000000004 20.099000000000007 783.48000000000013 93.927000000000007 3 177.34800000000004 2022.5000000000002 333.67962000000006 34.437500000000007 441.00000000000006 154.91865000000004 16.771710000000002 571.7600000000001 804.02882000000011 2022.5000000000002 657.87500000000011 442.27000000000004 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 4 5 30 7 10 9 -9 11 -1 17 14 15 31 34 21 19 20 -19 22 23 27 -25 -7 28 -2 33 -22 -4 32 -3 -20 37 -8 -37 -14 39 -39 right_child=12 13 3 -5 -6 25 35 8 -10 -11 -12 -13 16 -15 -16 -17 -18 18 26 -21 29 -23 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 36 -38 38 -40 -41 leaf_value=0.14765868963975884 -0.0069484813814473557 -0.098224823452494017 0.12654436826705934 1.1026357552279595 1.0839709140005567 -0.11937193115552268 -0.17333440149984053 0.48672074542595789 1.0913477594228018 0.048810895066058242 0.55556706666946409 0.0092450420729594199 -0.024950948778925272 -0.55417008653283117 0.40355693928400677 -0.54051410555839541 -0.57533910489082341 0.49738213563787526 0.0099626142478044504 0.8573423542669325 0.22118472119936577 0.27907819119019389 -0.46225967864990231 0.039973445778987447 0.61110586643219 -0.5036322305120271 -0.33083398331295366 0.0018405752975364476 0.30551224172115327 -0.08921364036012204 0.46194473266601566 0.12904526223738988 -0.36323472396187162 -0.22478343526522321 -0.30887876389282093 -0.47573421249022851 -0.19685724352796871 -0.12685632242397829 -0.051977442979812619 -0.20837044015526773 leaf_weight=403 49192 292 46 23 21 48 31 78 21 1318 26 12824 29 32 30 20 20 29 431 33 26 39 25 61 20 29 22 69220 24 47 20 24 23 21 28 26 24 44 20 36 leaf_count=403 49192 292 46 23 21 48 31 78 21 1318 26 12824 29 32 30 20 20 29 431 33 26 39 25 61 20 29 22 69220 24 47 20 24 23 21 28 26 24 44 20 36 internal_value=0 0.0188236 0.022739 0.229138 0.106635 -0.0368899 0.0201225 0.0217651 0.0883665 0.0732786 0.0146441 0.0135809 -0.00160473 -0.119658 -0.083914 -0.12465 -0.197749 -0.00131359 0.0693547 0.305339 0.156685 -0.0016909 -0.00178329 -0.00168614 0.180994 -0.264093 -0.000733502 -0.0018111 0.0145078 0.0213392 0.228181 -0.100115 -0.117575 -0.000943729 -0.149648 -0.277371 -0.341873 -0.115086 -0.141226 -0.163538 internal_weight=0 15359 14938 187 164 143 14751 14670 1417 1396 13253 13227 119367 421 389 359 177 119190 633 135 102 118557 118518 118493 81 77 498 118412 476 73 66 339 315 452 157 81 50 129 100 80 internal_count=134726 15359 14938 187 164 143 14751 14670 1417 1396 13253 13227 119367 421 389 359 177 119190 633 135 102 118557 118518 118493 81 77 498 118412 476 73 66 339 315 452 157 81 50 129 100 80 cat_boundaries=0 6 11 17 18 cat_threshold=2147778560 69337362 406532 17334272 134885953 145 0 0 4100 0 139264 37750272 128 64 0 0 134217728 2952 is_linear=0 shrinkage=0.01 Tree=448 num_leaves=37 num_cat=5 split_feature=25 3 9 2 2 3 2 26 3 9 25 0 6 0 0 6 25 9 3 3 3 7 9 26 2 9 3 12 6 25 0 25 5 26 6 26 split_gain=55735.1 138344 464417 226850 171666 121409 93188.7 80174.6 88317.8 64827.4 73585.9 91419.1 63623.8 50735.8 39057 33620.2 82486.4 265818 32664.6 32178.1 30637.4 35969.3 65916.9 25759 19329.8 18958.7 18940.1 17705.4 41895.7 16044 9886.5 8662.75 3216.34 4545.35 904.039 735.339 threshold=0 232.66575000000003 177.87500000000003 174.86250000000004 25.584650000000003 544.35000000000002 1048.2900000000002 2022.5000000000002 482.64500000000004 162.20850000000004 1 783.48000000000013 318.53250000000008 542.34225000000004 28.887157000000002 95.336000000000027 2 9.0774200000000018 80.954000000000022 544.35000000000002 317.21700000000004 657.87500000000011 783.98480000000006 2022.5000000000002 223.35100000000003 783.98480000000006 782.62500000000011 131.10720000000001 48.458000000000013 3 14.496990000000002 4 34.546000000000006 2022.5000000000002 400.11250000000007 2022.5000000000002 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 9 2 2 2 2 left_child=1 6 3 4 7 12 9 19 -9 10 14 13 15 -12 29 20 17 23 32 -3 21 22 -2 -17 31 27 -7 28 -11 -1 35 -18 33 -14 -35 -22 right_child=5 2 -4 -5 -6 26 -8 8 -10 25 11 -13 18 -15 -16 16 24 -19 -20 -21 30 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 34 -36 -37 leaf_value=0.10562045424828734 -0.0012809565187240665 0.0058748551498759875 1.544795818710327 0.98712905159363373 -0.68986139635885924 -0.24375667880313953 -0.65090818972814646 0.071662709127392685 0.70433233486281499 -0.13341939754587004 0.014287393506263296 0.54840984866023068 -0.012406883301406071 -0.3515934452257658 -0.25186483300250506 0.30367959530967653 -0.071946947121101876 1.3207757528261705 -0.56225646944273089 -0.4542714692297436 -0.079129966275864536 0.30632672520060289 -0.53667908253877061 -0.054880280494689945 0.32192454698681827 -0.43822024774551394 -0.57327700589154218 -0.36895243320465088 0.34787606382369995 0.25087075328269204 -0.34298196212105131 0.026344644867760291 -0.25354927794499832 -0.1112377318468961 -0.17487509450510794 -0.13390961625572781 leaf_weight=247 118285 55 25 26 31 33 21 57 36 189 14350 32 29 38 23 33 105 22 21 21 38 38 23 51 20 20 37 25 20 161 23 398 22 33 69 69 leaf_count=247 118285 55 25 26 31 33 21 57 36 189 14350 32 29 38 23 33 105 22 21 21 38 38 23 51 20 20 37 25 20 161 23 398 22 33 69 69 internal_value=0 0.0186307 0.251489 0.108424 -0.00580774 -0.00159101 0.014779 0.11967 0.316567 0.0157045 0.0184138 0.0144985 -0.00134681 0.0133211 0.145693 -0.00106766 0.0718487 0.312755 -0.192428 -0.121271 -0.00145478 -0.00128624 -0.00138504 0.0859825 0.0167227 -0.142705 -0.417932 -0.117447 -0.0873624 0.171675 -0.154887 0.00491991 -0.141667 -0.122878 -0.154287 -0.114455 internal_weight=0 15377 251 226 200 119349 15126 169 93 15105 14851 14420 119279 14388 431 119105 629 106 174 76 118476 118346 118308 84 523 254 70 234 209 408 130 503 153 131 102 107 internal_count=134726 15377 251 226 200 119349 15126 169 93 15105 14851 14420 119279 14388 431 119105 629 106 174 76 118476 118346 118308 84 523 254 70 234 209 408 130 503 153 131 102 107 cat_boundaries=0 6 11 17 20 23 cat_threshold=2147778560 69337362 407044 17334272 134885953 145 0 0 4100 0 139264 37749760 4224 0 0 0 134217728 0 0 4096 0 0 16640 is_linear=0 shrinkage=0.01 Tree=449 num_leaves=39 num_cat=5 split_feature=25 2 2 8 0 7 4 0 0 6 1 25 24 18 10 1 26 1 26 7 25 6 4 26 25 0 0 1 2 1 26 8 8 1 4 6 6 6 split_gain=54670.9 156620 96136.1 84994.6 75182.3 223708 155263 193928 120417 72465.4 57850.6 55045.6 391173 90493.2 68928 43786.2 84134.4 39929.8 32394.7 29782.8 131027 74369.5 45779.7 25195.5 20918.5 40596.4 31298.8 20438.2 11495.5 10054.4 6162.68 5515.15 3985.61 2840.73 992.982 1136.2 555.269 291.743 threshold=0 783.48000000000013 437.49875000000003 364.41700000000009 24.245000000000005 234.29475000000005 148.23000000000005 201.25000000000003 25.970500000000005 336.95674000000002 52.034000000000006 1 2 334.44375000000008 638.18750000000011 437.49875000000003 2022.5000000000002 45.380000000000003 2022.5000000000002 40.191750000000006 3 27.260118000000002 89.650000000000006 2022.5000000000002 4 16.114500000000003 542.34225000000004 34.620900000000013 783.48000000000013 543.20000000000016 2022.5000000000002 673.83140000000014 444.42060000000004 650.90000000000009 16.771710000000002 482.64500000000004 400.11250000000007 657.87500000000011 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 1 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 left_child=1 3 9 4 11 6 8 -8 -6 15 31 12 23 14 -13 19 29 34 -14 24 21 -21 -22 -1 25 -2 -26 28 30 -17 -4 32 -5 -18 35 36 -11 -37 right_child=2 -3 27 10 5 -7 7 -9 -10 17 -12 13 18 -15 -16 16 33 -19 -20 20 22 -23 -24 -25 26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 37 -38 -39 leaf_value=0.52465291659037272 -0.014162771442985632 0.60001801345659345 -0.052660746829850336 -0.17224280858039856 0.76140797635783319 0.93288274980360453 0.075826218873262408 1.2649676102399827 0.03006710104623311 -0.13796580103310674 -0.75262804126739502 0.006888894747022394 0.041677098982674736 0.63545139799947326 0.53239393463134765 0.6043245438575745 -0.02517486038208008 -0.62653589430309486 -0.15617332522276858 0.25692198979611297 6.5324229834613675e-05 0.90029624852267176 0.23800593926809555 0.83818211590160019 -0.00093329564067078173 -0.15887679049679682 0.26285042304462858 -0.59069730186462399 -0.41639121398925782 0.34175209617614749 -0.25436436682036428 -0.23331625964752462 0.025006237711225236 -0.1744692990413079 -0.21373722508549692 -0.13221259927584064 -0.20458916142069061 -0.084804768180847173 leaf_weight=48 7491 46 28 20 23 31 32 24 1065 22 20 15536 175 23 25 25 25 21 157 98 1353 22 86 55 107723 199 45 20 25 35 33 43 21 26 24 27 29 25 leaf_count=48 7491 46 28 20 23 31 32 24 1065 22 20 15536 175 23 25 25 25 21 157 98 1353 22 86 55 107723 199 45 20 25 35 33 43 21 26 24 27 29 25 internal_value=0 0.0172781 -0.00173786 0.0157384 0.0174623 0.0946714 0.0719576 0.585458 0.0455274 -0.00146593 -0.269278 0.011799 0.121478 0.00865404 0.00773316 -0.00118651 0.197332 -0.222602 -0.0503676 -0.00137482 0.0420409 0.346037 0.014187 0.630826 -0.00196105 -0.0178844 -0.000823073 -0.302757 -0.235794 0.451157 -0.161779 -0.154194 -0.0712128 -0.101286 -0.15581 -0.142313 -0.17585 -0.10942 internal_weight=0 17344 117382 17298 17194 1175 1144 56 1088 117276 104 16019 435 15584 15561 117128 111 148 332 117017 1559 120 1439 103 115458 7690 107768 106 86 60 61 84 41 51 127 103 51 52 internal_count=134726 17344 117382 17298 17194 1175 1144 56 1088 117276 104 16019 435 15584 15561 117128 111 148 332 117017 1559 120 1439 103 115458 7690 107768 106 86 60 61 84 41 51 127 103 51 52 cat_boundaries=0 6 11 12 18 24 cat_threshold=2182381568 69337362 407044 17334272 134885953 145 0 0 4100 0 139328 1029 4194304 4096 0 0 0 134217728 1212284994 1091321856 2197815552 1078985160 6291466 20494 is_linear=0 shrinkage=0.01 Tree=450 num_leaves=15 num_cat=0 split_feature=3 5 3 6 10 3 4 0 0 9 5 10 0 5 split_gain=203568 65556.5 102858 64403.8 52765.4 83230.1 50159.5 66134.9 39543.2 26431.8 23637.4 3252.72 2086.89 701.758 threshold=1048.2900000000002 650.90000000000009 9.3117500000000017 1043.5418000000002 360.62500000000006 35.292500000000011 1066.3056000000001 643.62800000000016 24.018750000000004 27.234500000000004 1066.3056000000001 638.18750000000011 1083.9006000000002 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 4 6 9 7 8 -1 11 13 -6 -9 -3 right_child=-2 2 -4 -5 5 -7 -8 12 -10 -11 -12 -13 -14 -15 leaf_value=-0.00093477358794168358 0.78534780762412326 0.27221865153312685 0.90012121701240544 -0.47989426033837457 -0.10688319019009086 -0.68390502081976989 0.38402599446913777 -0.27293770471664325 0.028952027681030914 0.20910484410249272 -0.14394372383753459 -0.21718745121589073 -0.18378201112514589 0.19406561003790962 leaf_weight=129289 33 20 20 28 85 27 34 73 4584 26 27 39 41 27 leaf_count=129289 33 20 20 28 85 27 34 73 4584 26 27 39 41 27 internal_value=0 -0.000162027 0.263831 -0.000346905 -0.000246848 -0.172791 -1.89707e-05 -0.000116424 8.85926e-05 -0.080791 0.0918603 -0.141576 -0.240873 0.227322 internal_weight=0 134320 94 134226 134198 177 134021 133987 133873 150 74 124 114 47 internal_count=134353 134320 94 134226 134198 177 134021 133987 133873 150 74 124 114 47 is_linear=0 shrinkage=0.01 Tree=451 num_leaves=22 num_cat=3 split_feature=9 0 6 2 25 12 9 9 25 6 7 0 0 2 0 26 25 12 0 6 26 split_gain=55857.7 392343 410421 166228 140653 267086 101005 89459.3 37098.8 36426.9 68719.8 35463.3 48555.7 81101.2 50989.4 62365.9 36908.3 28949.9 8398.6 3959.31 1217.92 threshold=145.10250000000005 271.26290500000005 400.11250000000007 1048.2900000000002 0 9.3700000000000028 442.89500000000004 1023.8910000000002 1 44.161500000000011 79.138925000000015 1083.9006000000002 542.34225000000004 12.987 431.47500000000008 2022.5000000000002 2 44.01250000000001 783.48000000000013 7.9980000000000011 2022.5000000000002 decision_type=2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 left_child=3 2 4 8 5 6 19 9 20 17 -11 12 14 18 16 -16 -10 -6 -14 -2 -1 right_child=1 -3 -4 -5 7 -7 -8 -9 11 10 -12 -13 13 -15 15 -17 -18 -19 -20 -21 -22 leaf_value=-0.14086018976412321 -0.041617906260908701 1.4687267169952392 1.4604383006095887 -0.66174517298999591 -0.042268086095605416 1.2236476659316282 0.69830813294365301 -0.68761643669821992 0.030123573052188612 -0.05012405186891556 0.65630094596317834 0.29045493988763715 -0.14437188883350321 -0.78114433634281155 0.50495275053110988 -0.056277352612879541 -0.0010534539138648384 -0.31716463895071123 0.052089745806109519 -0.20514983272552492 -0.19981991606492261 leaf_weight=76 57 20 20 38 436 26 21 22 3902 40 21 42 73 20 44 36 129301 42 31 20 65 leaf_count=76 57 20 20 38 436 26 21 22 3902 40 21 42 73 20 44 36 129301 42 31 20 65 internal_value=0 0.0875688 0.048387 -0.000444338 0.00715925 0.298538 0.0835638 -0.0614711 -0.000256229 -0.0370546 0.193071 -7.89454e-05 -0.000170419 -0.197962 1.35964e-05 0.252399 -0.000137983 -0.0664222 -0.0858112 -0.0840937 -0.156912 internal_weight=0 725 705 133628 685 124 98 561 133590 539 61 133449 133407 124 133283 80 133203 478 104 77 141 internal_count=134353 725 705 133628 685 124 98 561 133590 539 61 133449 133407 124 133283 80 133203 478 104 77 141 cat_boundaries=0 3 6 12 cat_threshold=33554432 0 17408 1048576 2 4 2147483648 67502097 135296 134742016 134885953 8865 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 1 0 5 8 10 5 split_gain=199227 64078.8 100600 63036.8 51731.2 81768.5 49364.7 125883 107529 79463.7 49149.8 39416.8 23091.1 18046.8 2667.65 697.893 threshold=1048.2900000000002 650.90000000000009 9.3117500000000017 1043.5418000000002 360.62500000000006 35.292500000000011 650.90000000000009 77.14060000000002 1066.3056000000001 542.34225000000004 8.0855000000000015 24.018750000000004 1066.3056000000001 88.922000000000011 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 12 4 6 13 9 8 -8 11 -11 -1 15 14 -6 -3 right_child=-2 2 -4 -5 5 -7 7 -9 -10 10 -12 -13 -14 -15 -16 -17 leaf_value=-0.00093660993662635832 0.77692809321663603 0.26942704176902771 0.89010905528068551 -0.47477401963302063 -0.098111897794157271 -0.67769548539762148 -0.21699423596544087 0.93167972993850712 0.55833743386798429 -0.15151467378051192 -0.65161645142928404 0.029061095356073579 -0.1422960619131724 0.19974734307453038 -0.20562855195999144 0.19148954073588054 leaf_weight=129229 33 20 20 28 100 27 53 20 27 135 23 4534 27 20 30 27 leaf_count=129229 33 20 20 28 100 27 53 20 27 135 23 4534 27 20 30 27 internal_value=0 -0.000160553 0.26084 -0.000343334 -0.000244346 -0.17109 -1.87121e-05 0.22208 0.0446802 -0.000184555 -0.224314 8.01854e-05 0.0907671 -0.0799007 -0.122923 0.224654 internal_weight=0 134320 94 134226 134198 177 134021 100 80 133921 158 133763 74 150 130 47 internal_count=134353 134320 94 134226 134198 177 134021 100 80 133921 158 133763 74 150 130 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 1 2 0 2 2 9 5 10 5 4 10 split_gain=195262 62803.6 98598.3 43859.1 84112.8 43133.4 127871 97697.7 84637.3 55498.5 52592.6 35705.9 367975 150649 27205.2 22631.6 1266.75 684.004 418.509 3.22501 threshold=1048.2900000000002 650.90000000000009 9.3117500000000017 360.62500000000006 35.292500000000011 650.90000000000009 77.14060000000002 1066.3056000000001 542.34225000000004 8.0855000000000015 5.6142500000000011 24.018750000000004 543.20000000000016 1048.2900000000002 27.234500000000004 1066.3056000000001 638.18750000000011 783.48000000000013 783.48000000000013 479.84000000000009 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 15 5 14 8 7 18 11 10 -10 13 -13 -1 16 17 19 -3 -7 -5 right_child=-2 2 -4 4 -6 6 -8 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=-0.00081549053353906914 0.76915882529634416 0.26673274421691895 0.88120798611640938 -0.1038994050167244 -0.67091852576644329 -0.18685740719238919 0.92236292695999145 0.50991997548512058 -0.067687836149464484 -0.66293616409301759 -0.62329173958301543 0.0209940920283819 1.2625190516809623 -0.70953176943461105 0.22253803367967959 -0.14087311431213662 -0.17290368527900882 0.18957465560347944 -0.24288253037134805 -0.10808328244421217 leaf_weight=129217 33 20 20 58 27 24 20 28 115 25 20 4513 24 30 27 27 41 27 30 27 leaf_count=129217 33 20 20 58 27 24 20 28 115 25 20 4513 24 30 27 27 41 27 30 27 internal_value=0 -0.000158947 0.258231 -0.000339901 -0.156332 -0.000130431 0.205431 0.0305696 -0.000286969 -0.230146 -0.15 -1.20672e-05 0.0275616 -0.000979993 -0.0655225 0.0898594 -0.12725 0.222408 -0.217982 -0.105228 internal_weight=0 134320 94 134226 180 134046 102 82 133944 160 135 133784 4537 129247 153 74 126 47 54 85 internal_count=134353 134320 94 134226 180 134046 102 82 133944 160 135 133784 4537 129247 153 74 126 47 54 85 is_linear=0 shrinkage=0.01 Tree=454 num_leaves=16 num_cat=2 split_feature=3 5 3 6 10 3 25 25 20 2 9 5 10 5 26 split_gain=191377 61553.8 96636.2 61660.3 49759.2 78511.4 32863.7 31408.8 70431.3 63224.4 25425.1 22181.2 3102.39 670.393 603.692 threshold=1048.2900000000002 650.90000000000009 9.3117500000000017 1043.5418000000002 360.62500000000006 35.292500000000011 0 1 282.67948000000007 543.20000000000016 27.234500000000004 1066.3056000000001 638.18750000000011 783.48000000000013 2022.5000000000002 decision_type=2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 left_child=1 3 11 4 6 10 14 8 -8 -9 12 13 -6 -3 -1 right_child=-2 2 -4 -5 5 -7 7 9 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.15958060569089391 0.76146725770198942 0.26406541895866392 0.87239588975906379 -0.46955853572913575 -0.10417611656469458 -0.6642093517162182 0.013156555308233788 -0.0016762717099709189 0.5064704719083063 0.32301884086926774 0.20588024790470416 -0.13946436462578951 -0.21190123964578678 0.18767890665266251 -0.12201997542381288 leaf_weight=92 33 20 20 28 85 27 14311 119449 29 60 26 27 39 27 80 leaf_count=92 33 20 20 28 85 27 14311 119449 29 60 26 27 39 27 80 internal_value=0 -0.000157358 0.255649 -0.000336502 -0.0002386 -0.167796 -1.73089e-05 0.000165273 0.0141443 -0.00151313 -0.0784415 0.0889608 -0.138057 0.220184 -0.134302 internal_weight=0 134320 94 134226 134198 177 134021 133849 14340 119509 150 74 124 47 172 internal_count=134353 134320 94 134226 134198 177 134021 133849 14340 119509 150 74 124 47 172 cat_boundaries=0 4 10 cat_threshold=1048576 2 4 65536 2147778560 67502097 151680 2559049728 172634689 8865 is_linear=0 shrinkage=0.01 Tree=455 num_leaves=8 num_cat=1 split_feature=4 18 13 5 9 2 25 split_gain=123221 66176.3 44657.4 35965.7 62173 44579.9 51765.6 threshold=1066.3056000000001 650.90000000000009 751.80750000000012 1066.3056000000001 783.98480000000006 1048.2900000000002 0 decision_type=2 2 2 2 2 2 9 left_child=1 2 3 4 5 6 -1 right_child=-2 -3 -4 -5 -6 -7 -8 leaf_value=0.16520939644346846 -0.59415354401724674 0.5356235653421153 -0.33915891858629693 -0.32124076492445808 -0.37227765019734699 0.34195151799603518 -0.00084368414682895094 leaf_weight=178 35 23 39 35 45 38 133735 leaf_count=178 35 23 39 35 45 38 133735 internal_value=0 -0.000728515 -0.000820528 -0.000722079 -0.000638359 -0.000513509 -0.000610689 internal_weight=0 134093 134070 134031 133996 133951 133913 internal_count=134128 134093 134070 134031 133996 133951 133913 cat_boundaries=0 5 cat_threshold=0 2 4 0 8192 is_linear=0 shrinkage=0.01 Tree=456 num_leaves=9 num_cat=2 split_feature=4 18 13 5 9 1 24 25 split_gain=120769 64859.3 43768.8 35250 60935.8 55411.7 300577 46087.9 threshold=1066.3056000000001 650.90000000000009 751.80750000000012 1066.3056000000001 783.98480000000006 437.49875000000003 0 1 decision_type=2 2 2 2 2 2 1 9 left_child=1 2 3 4 5 7 -7 -1 right_child=-2 -3 -4 -5 -6 6 -8 -9 leaf_value=0.12282596521599348 -0.58821200016566688 0.53026730164237645 -0.33576732348173094 -0.31802836380686078 -0.36855488273832537 0.50866548714517545 -0.19067975797725997 -0.0010536832377003708 leaf_weight=291 35 23 39 35 45 109 121 133430 leaf_count=291 35 23 39 35 45 109 121 133430 internal_value=0 -0.000721108 -0.0008122 -0.000714735 -0.000631852 -0.000508251 0.154575 -0.000774993 internal_weight=0 134093 134070 134031 133996 133951 230 133721 internal_count=134128 134093 134070 134031 133996 133951 230 133721 cat_boundaries=0 1 6 cat_threshold=3125 0 2 4 16777216 8192 is_linear=0 shrinkage=0.01 Tree=457 num_leaves=15 num_cat=0 split_feature=4 18 13 1 6 7 5 5 9 2 4 4 9 4 split_gain=118366 63568.5 42897.8 34945.8 210778 102346 125827 65740.6 39170.4 57006.2 51589.2 39071 36111.7 4280.46 threshold=1066.3056000000001 650.90000000000009 751.80750000000012 40.324500000000008 482.64500000000004 50.399650000000008 364.99000000000007 165.74576250000004 245.22000000000006 174.86250000000004 73.786500000000018 544.35000000000002 162.20850000000004 650.90000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 8 5 6 -5 -7 11 10 -10 12 -1 -13 right_child=-2 -3 -4 4 -6 7 -8 -9 9 -11 -12 13 -14 -15 leaf_value=-0.0013255927139893904 -0.58232988493783133 0.52496462531711741 -0.33240965505441034 0.03574730924904701 1.030833276567005 -0.096946814930971792 0.79492135871540415 -0.53239116047703949 -0.11520047092346396 -0.61782720474969777 0.41178344964981078 -0.34548019387505269 0.12196556107775003 -0.18000086744488389 leaf_weight=130293 35 23 39 2857 21 179 22 43 261 21 20 22 238 54 leaf_count=130293 35 23 39 2857 21 179 22 43 261 21 20 22 238 54 internal_value=0 -0.000713569 -0.00080375 -0.00070726 0.0323573 0.0255956 0.0415486 -0.18129 -0.0014958 -0.115252 -0.0776927 -0.00123277 -0.00110079 -0.227903 internal_weight=0 134093 134070 134031 3122 3101 2879 222 130909 302 281 130607 130531 76 internal_count=134128 134093 134070 134031 3122 3101 2879 222 130909 302 281 130607 130531 76 is_linear=0 shrinkage=0.01 Tree=458 num_leaves=9 num_cat=1 split_feature=4 18 13 5 9 1 24 4 split_gain=116011 62303.5 42044.2 34702.9 59553.7 54086.6 294989 36222.9 threshold=1066.3056000000001 650.90000000000009 751.80750000000012 1066.3056000000001 783.98480000000006 437.49875000000003 0 544.35000000000002 decision_type=2 2 2 2 2 2 1 2 left_child=1 2 3 4 5 7 -7 -1 right_child=-2 -3 -4 -5 -6 6 -8 -9 leaf_value=-0.00062198757090999664 -0.57650658845901492 0.51971501143082333 -0.32908556384918014 -0.31554203500066486 -0.36434451158841447 0.50352478203653284 -0.18926323763286795 -0.19804654260636656 leaf_weight=133628 35 23 39 35 45 109 121 93 leaf_count=133628 35 23 39 35 45 109 121 93 internal_value=0 -0.000706433 -0.000795712 -0.000700187 -0.00061795 -0.000495758 0.152722 -0.000759292 internal_weight=0 134093 134070 134031 133996 133951 230 133721 internal_count=134128 134093 134070 134031 133996 133951 230 133721 cat_boundaries=0 1 cat_threshold=3125 is_linear=0 shrinkage=0.01 Tree=459 num_leaves=23 num_cat=2 split_feature=8 0 18 1 24 0 26 13 7 18 6 11 5 25 5 0 2 1 7 26 5 8 split_gain=66925.7 132945 73684.1 39273.9 248557 181448 67031.7 36157.6 88030.3 91485.8 61290.9 50291.6 59030.8 52261.5 29637.8 20710.2 18552.1 11663.4 6675.48 5148.98 4432.64 467.898 threshold=571.7600000000001 9.0862500000000015 650.90000000000009 437.49875000000003 0 25.970500000000005 2022.5000000000002 147.53613000000004 134.02375000000004 141.38400000000001 88.922000000000011 751.80750000000012 783.48000000000013 1 115.14900000000002 108.06300000000002 14.594500000000002 650.90000000000009 61.542750000000005 2022.5000000000002 1066.3056000000001 804.02882000000011 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=2 18 3 7 5 6 17 11 9 14 -10 12 13 -1 -9 16 19 -5 21 -6 -14 -2 right_child=1 -3 -4 4 15 -7 -8 8 10 -11 -12 -13 20 -15 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=0.13280684946340099 -0.15436517612354175 -0.98375401329994205 0.59165918895176484 0.86445134412674673 -0.39292981624603274 -0.12413788239161173 0.43380795149242174 -0.051583640049758864 -0.19754873867829642 0.61983355796337125 -0.91222190189361574 0.39574876248836516 -0.24069635550181073 -0.00089448406253282199 -0.40606736555099487 0.10190975522994995 0.024252812385559083 1.1977377314794633 0.07681581649184227 -0.23634457486016408 -0.42189887461838899 -0.10372618123061127 leaf_weight=283 37 20 21 21 42 33 34 417 30 20 20 32 27 132880 25 20 20 21 20 42 27 36 leaf_count=283 37 20 21 21 42 33 34 417 30 20 20 32 27 132880 25 20 20 21 20 42 27 36 internal_value=0 -0.24411 -0.000642768 -0.000735595 0.128981 0.453436 0.763887 -0.000961551 -0.0848365 -0.0417 -0.483418 -0.000639267 -0.000734483 -0.000600434 -0.0716336 -0.178405 -0.249466 1.03109 -0.0850466 -0.314637 -0.331298 -0.129393 internal_weight=0 113 134015 133994 233 109 76 133761 512 462 50 133249 133217 133163 442 124 104 42 93 84 54 73 internal_count=134128 113 134015 133994 233 109 76 133761 512 462 50 133249 133217 133163 442 124 104 42 93 84 54 73 cat_boundaries=0 1 6 cat_threshold=3125 0 2 4 16777216 8192 is_linear=0 shrinkage=0.01 Tree=460 num_leaves=31 num_cat=4 split_feature=2 9 6 25 5 24 2 0 0 1 7 0 25 24 26 26 2 26 2 11 5 5 1 5 1 2 11 0 7 2 split_gain=59759.4 451547 987760 162062 139469 75231.1 91384 44870.6 44095.5 41844.5 41683.2 43641.9 41357.3 292394 124788 53094.5 40836.7 40766.7 42635.7 29586.8 161137 45266.6 34459.3 23490.3 23258.6 9241.24 8930.27 5362.63 5022.81 4960.72 threshold=174.86250000000004 107.10800000000002 5.6142500000000011 0 174.86250000000004 1 1048.2900000000002 126.55500000000002 144.79006000000001 54.310000000000009 783.98480000000006 783.48000000000013 2 3 2022.5000000000002 2022.5000000000002 292.55550000000005 2022.5000000000002 255.07275000000001 481.77300000000008 9.3037500000000026 544.35000000000002 1066.3056000000001 650.90000000000009 108.26750000000003 394.3250000000001 751.80750000000012 1083.9006000000002 1043.5418000000002 211.13750000000002 decision_type=2 2 2 9 2 1 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 3 -3 4 7 9 8 17 24 16 11 12 13 14 -1 -15 -5 18 -2 21 26 22 -14 -23 -7 -18 -21 -13 -12 -19 right_child=1 2 -4 5 -6 6 -8 -9 -10 -11 28 27 19 15 -16 -17 25 29 -20 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.1916930013165182 0.015764904220898945 2.5348706867383872 -0.24013919295935796 0.27120578494388609 1.0074339697577737 -0.039569472696470175 -0.71158982937152571 0.60846445140384486 -0.43811992243358072 0.56420637403215679 -0.18504488825798035 0.14673244320684009 -0.00063406014284466696 0.046305309435643184 0.87712660805932408 -0.26801896275214426 0.0081950640678405771 0.12410245633125305 0.46524439194623163 -0.11120423302358511 0.97469608426094057 -0.4746692271947861 0.35665178440235279 -0.12451478722618849 -0.31100319998604908 -0.28285713930924733 0.097937153679983957 0.31305851436796645 -0.37645684673235968 -0.051978451788425445 leaf_weight=49 36 23 29 48 22 322 26 21 35 21 29 36 132618 109 58 106 20 20 51 49 20 25 27 82 35 24 35 42 26 80 leaf_count=49 36 23 29 48 22 322 26 21 35 21 29 36 132618 109 58 106 20 20 51 49 20 25 27 82 35 24 35 42 26 80 internal_value=0 0.0857043 0.987269 0.0240993 0.239834 -0.0724963 -0.134257 0.170176 -0.0993895 0.148305 -0.000291665 -0.000178063 -0.00031656 0.111155 0.515097 -0.103834 0.0694914 0.120956 0.279253 -0.000595054 0.168007 -0.000727184 -0.000561334 -0.206327 -0.0661806 -0.150561 -0.024062 0.236293 -0.275531 -0.0167623 internal_weight=0 813 52 761 230 531 418 208 392 113 133311 133256 133178 322 107 215 92 187 87 132856 104 132752 132645 107 357 44 84 78 55 100 internal_count=134124 813 52 761 230 531 418 208 392 113 133311 133256 133178 322 107 215 92 187 87 132856 104 132752 132645 107 357 44 84 78 55 100 cat_boundaries=0 6 7 12 13 cat_threshold=4194816 1179904 1024 0 1 33554432 2051 1048576 262146 0 16842752 139264 1412 is_linear=0 shrinkage=0.01 Tree=461 num_leaves=25 num_cat=4 split_feature=2 3 25 3 2 3 2 25 0 4 1 24 14 25 2 1 2 5 2 4 1 4 2 4 split_gain=58570.2 603569 220160 397942 516300 155004 85328.5 50661.7 49935.1 76128.4 47975.1 39629 45512.2 30532.5 28557 18808 13584.3 9035.49 23157.7 8061.83 5491.34 3474.96 1521.77 678.204 threshold=174.86250000000004 336.88000000000005 0 11.163000000000002 271.95250000000004 1048.2900000000002 1048.2900000000002 1 1083.9006000000002 544.35000000000002 1066.3056000000001 2 8.0855000000000015 3 394.3250000000001 161.49750000000009 255.07275000000001 47.834250000000004 362.49400000000003 783.48000000000013 54.310000000000009 650.90000000000009 211.13750000000002 1066.3056000000001 decision_type=2 2 9 2 2 2 2 9 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 15 -5 7 11 -1 9 10 13 16 14 -9 -13 17 22 18 -2 21 -18 -11 -4 -21 right_child=1 -3 6 4 -6 -7 -8 8 -10 19 -12 12 -14 -15 -16 -17 20 -19 -20 23 -22 -23 -24 -25 leaf_value=0.19872059233486652 0.11416774175478064 1.3890569747020218 -0.040986130658318014 0.059672541277749201 2.2771355074927921 -0.73130201208180401 -0.68266913372537363 0.019607754025918828 0.36213013548600048 -0.25714044771194461 0.42931653609642617 0.095298392192825029 -0.36711618792626172 -0.0014371027810780696 -0.1057319375112945 0.38805412673950196 -0.23771408033039834 0.26504025793075564 -0.15558792916211217 -0.30449731442858191 -0.4250201967954636 -0.099790244911564518 -0.14261674349124615 -0.37162839094797767 leaf_weight=118 115 34 34 21 21 29 23 7284 38 25 26 230 31 125698 102 20 72 20 44 34 20 32 26 27 leaf_count=118 115 34 34 21 21 29 23 7284 38 25 26 230 31 125698 102 20 72 20 44 34 20 32 26 27 internal_value=0 0.0848473 0.0279241 0.272583 1.1684 -0.000288749 -0.0851558 -0.000129692 -0.000320797 -0.000424281 -0.000199042 -0.0601243 -0.000661204 -0.000283018 0.0335361 0.0972126 -0.189613 0.0647163 0.0395184 -0.254311 -0.278433 -0.168803 -0.0850261 -0.334211 internal_weight=0 813 779 241 42 133311 538 133282 133164 133126 133008 515 363 132982 332 199 152 179 159 118 92 57 60 61 internal_count=134124 813 779 241 42 133311 538 133282 133164 133126 133008 515 363 132982 332 199 152 179 159 118 92 57 60 61 cat_boundaries=0 6 11 12 18 cat_threshold=37749248 1052928 1024 0 1 33554432 0 2 0 0 139264 1220 1048576 67374081 1073877012 4044947456 168317507 16897 is_linear=0 shrinkage=0.01 Tree=462 num_leaves=26 num_cat=4 split_feature=7 0 3 7 3 25 24 0 8 4 25 24 7 0 4 0 26 26 26 3 4 7 4 3 4 split_gain=54625.8 58614.6 842582 164312 130414 129024 207387 192621 75883.3 70356.3 66447.2 273779 58562.7 58260.8 51488.9 50962.5 50463.7 41923 25927.9 16136.4 8682.4 6500.64 1110.31 257.221 252.476 threshold=783.98480000000006 33.677000000000014 544.35000000000002 441.87500000000006 544.35000000000002 0 1 479.65650000000011 314.79200000000009 544.35000000000002 2 3 657.87500000000011 1083.9006000000002 65.427500000000009 479.65650000000011 2022.5000000000002 2022.5000000000002 2022.5000000000002 782.62500000000011 1066.3056000000001 1043.5418000000002 650.90000000000009 782.62500000000011 783.48000000000013 decision_type=2 2 2 2 2 9 1 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 5 9 6 15 -8 13 10 11 17 14 -7 -12 -3 23 -1 -13 -18 22 -2 -11 -6 -24 right_child=21 2 -4 -5 16 8 7 -9 -10 20 12 18 -14 -15 -16 -17 19 -19 -20 -21 -22 -23 24 -25 -26 leaf_value=0.3508385472477607 -0.19735224837064741 -0.023999324689559433 1.9475327641031017 0.88925591295415707 -0.12399635535478591 -0.021484694801820463 0.18477509174130013 1.1561265573047457 -0.5394858707168273 -0.14318380355834961 -0.0011643004314276155 0.0098888541460037237 -0.49451124429702759 0.42205821100870772 0.058396908073744432 -0.49484401643276216 -0.35469338706561493 0.73680688969294228 -0.24239731960986036 -0.67886933424893547 -0.40456725791648579 -0.4055290321509043 -0.20224349888041615 -0.077698326587677002 -0.24228628304696853 leaf_weight=53 30 545 23 22 30 2305 733 21 28 25 128338 80 24 30 1468 24 28 60 83 34 27 30 32 20 31 leaf_count=53 30 545 23 22 30 2305 733 21 28 25 128338 80 24 30 1468 24 28 60 83 34 27 30 32 20 31 internal_value=0 0.000360206 0.0394408 0.0276053 -0.000758542 0.0224625 0.101097 0.209056 -0.0218989 -0.00046518 -0.00024665 0.15201 -0.00058199 -0.0157861 -0.000490712 -0.0431017 -0.341847 0.510592 -0.111722 -0.532467 -0.247701 -0.301441 -0.199571 -0.105477 -0.221947 internal_weight=0 134064 3731 3708 130333 3686 1323 754 2363 130221 130106 276 129830 2335 129806 569 112 113 163 62 115 60 88 50 63 internal_count=134124 134064 3731 3708 130333 3686 1323 754 2363 130221 130106 276 129830 2335 129806 569 112 113 163 62 115 60 88 50 63 cat_boundaries=0 6 7 12 13 cat_threshold=580911616 135712 138413056 32 50364673 2048 2213 1048576 262146 4 65536 139264 1670 is_linear=0 shrinkage=0.01 Tree=463 num_leaves=26 num_cat=4 split_feature=2 3 25 3 2 3 2 25 24 14 8 1 7 9 25 1 2 4 1 1 5 2 1 7 2 split_gain=57085 589045 215637 389772 506087 150726 83691.4 49067.2 38883.2 44536.3 49763.7 30858.5 38718 28822.7 30791.6 18325.3 13353 9875.01 17133.8 30289.4 8905.98 22684.1 5395.07 2864.59 1495.63 threshold=174.86250000000004 336.88000000000005 0 11.163000000000002 271.95250000000004 1048.2900000000002 1048.2900000000002 1 2 8.0855000000000015 36.937500000000007 543.20000000000016 783.98480000000006 1023.8910000000002 3 161.49750000000009 255.07275000000001 25.421000000000003 1066.3056000000001 789.60480000000007 47.834250000000004 362.49400000000003 54.310000000000009 1043.5418000000002 211.13750000000002 decision_type=2 2 9 2 2 2 2 9 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 15 -5 7 8 -1 16 10 -10 12 13 14 -9 20 24 18 19 -13 21 -2 -18 -14 -4 right_child=1 -3 6 4 -6 -7 -8 11 9 -11 -12 17 23 -15 -16 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.19556648313999175 0.11288744862183281 1.3721852745028105 -0.040493886330548456 0.058525484402974448 2.2539480863298689 -0.72114228626777388 -0.67613490581512448 0.015282688865661465 -0.00888889823397402 -0.36319358856447281 0.38978086321694511 0.17278601431846619 -0.35462680039582434 0.37007740565708708 -0.0018998498826340408 0.38318313980102536 -0.23554630269606908 0.35762724924087524 0.34666560859680173 -0.23584613029773419 0.26290512704849245 -0.15409597906199368 -0.4212032464742661 -0.19672627025842665 -0.14124765469477726 leaf_weight=118 115 34 34 21 21 29 23 11398 297 31 35 60 27 21 121567 20 72 20 25 26 20 44 20 20 26 leaf_count=118 115 34 34 21 21 29 23 11398 297 31 35 60 27 21 121567 20 72 20 25 26 20 44 20 20 26 internal_value=0 0.0837631 0.0275291 0.269664 1.15624 -0.000286527 -0.0843803 -0.000129681 -0.0595909 -0.000688134 0.0331395 -0.000317754 -0.000468838 -0.000367418 -0.000425925 0.0960985 -0.187856 0.153087 0.116232 0.0492461 0.064022 0.0390052 -0.275907 -0.287435 -0.0841539 internal_weight=0 813 779 241 42 133311 538 133282 515 363 332 133164 133033 132986 132965 199 152 131 111 86 179 159 92 47 60 internal_count=134124 813 779 241 42 133311 538 133282 515 363 332 133164 133033 132986 132965 199 152 131 111 86 179 159 92 47 60 cat_boundaries=0 6 11 12 18 cat_threshold=37749248 1052928 1024 0 1 33554432 0 2 0 0 139264 1220 1081344 67374097 1073877012 4044947456 134763073 279041 is_linear=0 shrinkage=0.01 Tree=464 num_leaves=26 num_cat=5 split_feature=2 3 25 3 2 3 2 25 24 14 8 1 9 24 25 5 6 5 2 1 4 1 1 1 2 split_gain=55948.8 577323 211346 382015 496016 147727 82026 48166.6 38109.4 43650 48773.4 30244.4 28264.6 27438 96754.3 83370.2 22171.6 48270.4 13087.3 10197.7 9678.5 16792.9 29686.7 5287.71 1465.87 threshold=174.86250000000004 336.88000000000005 0 11.163000000000002 271.95250000000004 1048.2900000000002 1048.2900000000002 1 2 8.0855000000000015 36.937500000000007 543.20000000000016 1023.8910000000002 3 4 364.99000000000007 16.855351500000005 12.545000000000003 255.07275000000001 72.009000000000015 25.421000000000003 1066.3056000000001 789.60480000000007 54.310000000000009 211.13750000000002 decision_type=2 2 9 2 2 2 2 9 1 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 16 -5 7 8 -1 18 10 -10 12 13 14 -9 -15 17 19 24 -2 21 22 -13 -20 -4 right_child=1 -3 6 4 -6 -7 -8 11 9 -11 -12 20 -14 15 -16 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 leaf_value=0.19376359105110169 0.041800824703930095 1.358463376339744 -0.040088945416843193 0.057940233094351631 2.2314086132957822 -0.71393084822029906 -0.66937354792719306 -0.1662669177755477 -0.008800012789390705 -0.3595616606743105 0.38588305677686424 0.17105816801389057 0.36637659708658854 0.0023040370711713545 -0.0055823603348978392 0.25008550625951853 -0.22064161491394044 0.59343755769729611 -0.23319083919127781 0.28330651187896727 0.35405097103118899 0.34319896469116212 -0.23348766391093914 -0.41699121427536012 -0.13983517995247474 leaf_weight=118 139 34 34 21 21 29 23 368 297 31 35 60 21 88654 43854 136 20 20 72 20 20 25 26 20 26 leaf_count=118 139 34 34 21 21 29 23 368 297 31 35 60 21 88654 43854 136 20 20 72 20 20 25 26 20 26 internal_value=0 0.0829255 0.0272538 0.266967 1.14467 -0.000283505 -0.0835365 -0.000128227 -0.058995 -0.000681255 0.0328081 -0.000314567 -0.00046414 -0.000522057 -0.00695681 0.00268326 0.0951375 0.13042 -0.185977 0.0721789 0.151556 0.11507 0.0487536 -0.273147 -0.0833123 internal_weight=0 813 779 241 42 133311 538 133282 515 363 332 133164 133033 133012 44222 88790 199 179 152 159 131 111 86 92 60 internal_count=134124 813 779 241 42 133311 538 133282 515 363 332 133164 133033 133012 44222 88790 199 179 152 159 131 111 86 92 60 cat_boundaries=0 6 11 12 13 18 cat_threshold=37749248 1052928 1024 0 1 33554432 0 2 0 0 139264 1220 2188 0 131072 4 16842880 33554432 is_linear=0 shrinkage=0.01 Tree=465 num_leaves=16 num_cat=1 split_feature=3 9 2 8 1 24 5 15 4 0 26 7 9 8 8 split_gain=204774 93871.9 64356.2 45210.3 42480.8 132540 594582 67904.5 62925.3 47516.6 26718.7 22097.8 7148.61 3209.8 1711.36 threshold=1048.2900000000002 783.98480000000006 783.48000000000013 571.7600000000001 40.324500000000008 0 69.742000000000019 80.62775000000002 1066.3056000000001 1083.9006000000002 2022.5000000000002 92.530000000000015 1023.8910000000002 804.02882000000011 1048.2900000000002 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 8 6 -6 -7 9 -1 -4 13 -3 -5 -15 right_child=-2 12 10 11 5 7 -8 -9 -10 -11 -12 -13 -14 14 -16 leaf_value=0.00011518329413345597 -0.77533948870266189 -0.33658575441837313 0.081609817474119134 -0.071638952106237413 0.12095499810797197 0.010869699191622728 1.9147208240032196 0.39017569939295449 0.50176027879714968 -0.35829740008792366 0.47274405956268312 -0.50633148691058161 -0.58685648418608172 -0.25500325999830081 -0.13014323323255492 leaf_weight=130922 34 25 31 40 243 2823 20 48 25 37 40 20 21 23 21 leaf_count=130922 34 25 31 40 243 2823 20 48 25 37 40 20 21 23 21 internal_value=0 0.000823126 0.000977836 0.00081862 0.000980235 0.0373644 0.247936 0.0171515 0.000109685 1.39206e-05 0.301967 -0.207599 -0.45084 -0.136472 -0.195411 internal_weight=0 134339 134293 134222 134118 3134 263 2871 130984 130959 71 104 46 84 44 internal_count=134373 134339 134293 134222 134118 3134 263 2871 130984 130959 71 104 46 84 44 cat_boundaries=0 1 cat_threshold=3 is_linear=0 shrinkage=0.01 Tree=466 num_leaves=11 num_cat=0 split_feature=3 9 2 22 13 1 5 3 9 13 split_gain=200699 92003.8 63195.9 41822.7 38393 38420.6 125347 36433.6 7006.35 282.855 threshold=1048.2900000000002 783.98480000000006 1048.2900000000002 288.94250000000005 543.20000000000016 46.726464000000014 364.99000000000007 782.62500000000011 1023.8910000000002 751.80750000000012 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -3 -6 right_child=-2 8 -4 -5 9 6 -8 -9 -10 -11 leaf_value=0.00020473830681455571 -0.76758607275345758 -0.33321990187168121 0.41989195810423957 0.45811084389686585 -0.21195232518513998 0.030111114860665488 0.65003989826549191 -0.33726045574992897 -0.58098793756394163 -0.25279496437464005 leaf_weight=131300 34 25 36 20 30 2803 33 32 21 39 leaf_count=131300 34 25 36 20 30 2803 33 32 21 39 internal_value=0 0.000814894 0.000968057 0.000855726 0.0007876 0.00090888 0.0373247 0.000122512 -0.446331 -0.235037 internal_weight=0 134339 134293 134257 134237 134168 2836 131332 46 69 internal_count=134373 134339 134293 134257 134237 134168 2836 131332 46 69 is_linear=0 shrinkage=0.01 Tree=467 num_leaves=16 num_cat=1 split_feature=3 9 2 8 25 7 0 3 2 7 26 7 9 8 8 split_gain=196705 90172.9 62168.6 44403 43332.1 91438.8 77075.2 47931.1 58601.3 58229.5 26038.3 21708.9 6866.93 3135.38 1678.68 threshold=1048.2900000000002 783.98480000000006 783.48000000000013 571.7600000000001 0 657.87500000000011 431.47500000000008 242.64500000000001 271.95250000000004 108.593 2022.5000000000002 92.530000000000015 1023.8910000000002 804.02882000000011 1048.2900000000002 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -6 -9 -4 13 -3 -5 -15 right_child=-2 12 10 11 7 -7 -8 9 -10 -11 -12 -13 -14 14 -16 leaf_value=0.011792117419860733 -0.75991021002040182 -0.32988769900798803 0.079254216071098074 -0.07117093454301357 -0.0014204119037176189 0.45498412406190919 0.25065526463529642 -0.094040856127347375 0.18276779910732557 -0.64485415912809829 0.46537657427787776 -0.50183842776715759 -0.57517805099487307 -0.25252028548199201 -0.12885808997211004 leaf_weight=20140 34 25 31 40 113378 47 136 223 173 21 40 20 21 23 21 leaf_count=20140 34 25 31 40 113378 47 136 223 173 21 40 20 21 23 21 internal_value=0 0.000806745 0.000958377 0.00080189 0.000962055 0.0144084 0.0133943 -0.00144051 -0.00113979 -0.141447 0.296788 -0.205746 -0.441868 -0.135248 -0.1935 internal_weight=0 134339 134293 134222 134118 20323 20276 113795 113551 244 71 104 46 84 44 internal_count=134373 134339 134293 134222 134118 20323 20276 113795 113551 244 71 104 46 84 44 cat_boundaries=0 6 cat_threshold=4227584 131075 159764 2031550464 167928384 134488576 is_linear=0 shrinkage=0.01 Tree=468 num_leaves=11 num_cat=1 split_feature=3 9 2 16 13 1 24 4 26 9 split_gain=192790 88378.5 60931.4 35318 34984.8 37512.3 125257 52073.4 25520.2 6730.28 threshold=1048.2900000000002 783.98480000000006 783.48000000000013 756.4475000000001 638.18750000000011 40.324500000000008 0 1066.3056000000001 2022.5000000000002 1023.8910000000002 decision_type=2 2 2 2 2 2 1 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -4 -3 right_child=-2 9 8 -5 -6 6 -8 -9 -10 -11 leaf_value=5.9801109790950676e-05 -0.75231112276806555 -0.32658881573081017 0.078461684411571864 -0.35432502967970714 -0.25846267631420722 0.2386289395046407 0.015403354668343026 0.43926860341319335 0.46072277188301086 -0.56942627679734004 leaf_weight=130979 34 25 31 28 52 266 2870 27 40 21 leaf_count=130979 34 25 31 28 52 266 2870 27 40 21 internal_value=0 0.000798678 0.000948793 0.000793872 0.000867968 0.000968497 0.0351477 0.000150321 0.29382 -0.437449 internal_weight=0 134339 134293 134222 134194 134142 3136 131006 71 46 internal_count=134373 134339 134293 134222 134194 134142 3136 131006 71 46 cat_boundaries=0 1 cat_threshold=3 is_linear=0 shrinkage=0.01 Tree=469 num_leaves=10 num_cat=1 split_feature=3 9 2 22 19 25 4 3 9 split_gain=188954 86619.8 59896.2 41021.6 38575.9 38338.4 90329.7 52353.4 6596.34 threshold=1048.2900000000002 783.98480000000006 1048.2900000000002 288.94250000000005 684.84926000000007 0 783.48000000000013 242.64500000000001 1023.8910000000002 decision_type=2 2 2 2 2 9 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -3 right_child=-2 8 -4 -5 -6 7 -8 -9 -10 leaf_value=0.012552630227434688 -0.74478799693724684 -0.32332294414043428 0.408779839542177 0.45368508315086364 -0.43838536286354063 -0.0011188694976302664 0.50056269677061782 -0.14745688455110911 -0.56373199553716757 leaf_weight=20342 34 25 36 20 20 113592 38 245 21 leaf_count=20342 34 25 36 20 20 113592 38 245 21 internal_value=0 0.00079088 0.000939494 0.000830135 0.000762664 0.000828102 0.013456 -0.00143369 -0.433075 internal_weight=0 134339 134293 134257 134237 134217 20380 113837 46 internal_count=134373 134339 134293 134257 134237 134217 20380 113837 46 cat_boundaries=0 6 cat_threshold=4227584 131075 159764 2031550464 167928384 134488576 is_linear=0 shrinkage=0.01 Tree=470 num_leaves=13 num_cat=0 split_feature=9 4 10 17 17 13 18 18 5 4 17 10 split_gain=62158 59468.7 51134.9 42564.5 77281.7 41070.4 35339.4 34159.5 28221.3 18800 4328.16 3098.04 threshold=1023.8910000000002 1066.3056000000001 360.62500000000006 662.73140000000001 407.74900000000008 8.0855000000000015 650.90000000000009 432.42825000000005 49.842000000000006 12.987 515.65075000000013 638.18750000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 8 7 -1 9 11 -6 -4 right_child=-2 -3 5 -5 10 -7 -8 -9 -10 -11 -12 -13 leaf_value=-0.00011667416890879352 0.48859342795151933 -0.41254921456745691 -0.082349642182135294 -0.37669472503662105 0.53537777042388923 -0.59501846122741697 0.34893134182897106 -0.34336138353008649 0.23697825324535371 -0.44841966751217838 0.33211863777854228 -0.18881231427192688 leaf_weight=133798 26 35 82 30 20 20 29 29 20 20 22 41 leaf_count=133798 26 35 82 30 20 20 29 29 20 20 22 41 internal_value=0 -0.000401043 -0.000293481 -6.52285e-05 1.91558e-05 -0.16734 -0.000115417 -0.000191055 -0.114864 -0.164073 0.428909 -0.117837 internal_weight=0 134146 134111 133928 133898 183 133856 133827 163 143 42 123 internal_count=134172 134146 134111 133928 133898 183 133856 133827 163 143 42 123 is_linear=0 shrinkage=0.01 Tree=471 num_leaves=18 num_cat=2 split_feature=25 9 4 10 18 13 3 2 2 5 4 0 25 26 2 1 26 split_gain=103212 71254.8 52992.5 44852.8 42949.5 41527.4 39655.9 247549 91470.7 26461.8 19580.4 17411.4 18495.5 12699.4 5323.32 3268.37 3398.43 threshold=0 1023.8910000000002 1066.3056000000001 360.62500000000006 650.90000000000009 8.0855000000000015 37.266186000000005 271.95250000000004 1048.2900000000002 49.842000000000006 12.987 185.76000000000002 1 2022.5000000000002 32.273100000000007 18.539550000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=11 2 3 4 6 9 8 -8 -2 10 -5 12 13 -1 15 16 -14 right_child=1 -3 -4 5 -6 -7 7 -9 -10 -11 -12 -13 14 -15 -16 -17 -18 leaf_value=-0.11249232782507843 -0.00020815096177941128 0.53419112091064458 -0.40040988546429263 -0.10448013145575483 0.39218800783157348 -0.58906827926635741 0.022809836656072172 0.63771675024459618 -0.60514883747100834 0.23460848021507263 -0.44393548868596555 -0.35658278827009532 -0.033267300667301304 -0.26422736980604089 -0.23114353561401366 -0.17625942306518552 -0.08657316981972038 leaf_weight=106 130180 25 33 113 28 20 2867 67 25 20 20 29 248 115 20 25 231 leaf_count=106 130180 25 33 113 28 20 2867 67 25 20 20 29 248 115 20 25 231 internal_value=0 0.000369134 0.000269099 0.000368262 0.000577307 -0.160544 0.000494949 0.0368517 -0.000324303 -0.104528 -0.155526 -0.114706 -0.10683 -0.183162 -0.0698091 -0.064792 -0.0589743 internal_weight=0 133398 133373 133340 133167 173 133139 2934 130205 153 133 774 745 221 524 504 479 internal_count=134172 133398 133373 133340 133167 173 133139 2934 130205 153 133 774 745 221 524 504 479 cat_boundaries=0 5 9 cat_threshold=1048576 262144 4 419430400 524800 1048576 0 4 16777216 is_linear=0 shrinkage=0.01 Tree=472 num_leaves=19 num_cat=4 split_feature=25 24 9 9 7 4 10 3 2 4 13 5 24 26 25 26 26 26 split_gain=101159 78605.9 69836.9 52638.6 48901.4 60842 44546.5 46993.5 310193 44917.8 26315.6 30730.5 24224.4 18964.1 2185.44 2348.15 767.013 4.86264 threshold=0 1 1023.8910000000002 783.98480000000006 657.87500000000011 5.6142500000000011 360.62500000000006 77.14060000000002 543.20000000000016 544.35000000000002 1.6593000000000002 45.255000000000003 2 2022.5000000000002 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 2 2 2 1 2 9 2 2 2 left_child=1 16 3 4 6 -6 7 9 -9 -2 11 -8 14 -14 15 -3 -1 -16 right_child=2 12 -4 -5 5 -7 10 8 -10 -11 -12 -13 13 -15 17 -17 -18 -19 leaf_value=0.090350758029568573 0.00018306857117168668 -0.28083363282053098 0.52884919738769531 -0.44122933109601342 -0.084143699982336589 -0.72668290185928341 -0.17139149837707746 0.038005402037570912 1.2906451449394225 -0.21733951295206422 -0.50166242318972953 0.24945371228083968 -0.035500963172134088 -0.175148776578162 -0.17646175740370112 -0.3690863272547722 0.13915559412828132 -0.17266589108635397 leaf_weight=62 131274 57 25 27 56 20 131 1710 20 95 20 20 196 193 67 64 67 68 leaf_count=62 131274 57 25 27 56 20 131 1710 20 95 20 20 196 193 67 64 67 68 internal_value=0 -0.113559 0.000365442 0.000266408 0.000355803 -0.253233 0.000500417 0.000707646 0.0524868 2.57663e-05 -0.160798 -0.11565 -0.15871 -0.10216 -0.237569 -0.302512 0.107375 -0.162512 internal_weight=0 774 133398 133373 133346 76 133270 133099 1730 131369 171 151 645 389 256 121 129 135 internal_count=134172 774 133398 133373 133346 76 133270 133099 1730 131369 171 151 645 389 256 121 129 135 cat_boundaries=0 5 6 7 11 cat_threshold=1048576 262144 4 419430400 524800 576 1061 0 0 4 150994944 is_linear=0 shrinkage=0.01 Tree=473 num_leaves=19 num_cat=4 split_feature=25 24 9 9 7 4 11 11 3 2 4 11 24 26 25 26 26 26 split_gain=99145.5 77041.6 68447.1 51591.1 47928.2 59631.3 39891.4 107661 32220.4 333484 52448.7 26425.4 23742.4 18586.7 2141.95 2301.42 751.749 4.76586 threshold=0 1 1023.8910000000002 783.98480000000006 657.87500000000011 5.6142500000000011 481.77300000000008 543.53000000000009 37.266186000000005 543.20000000000016 481.77300000000008 751.80750000000012 2 2022.5000000000002 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 2 2 2 1 2 9 2 2 2 left_child=1 16 3 4 6 -6 8 -8 10 -10 -2 -9 14 -14 15 -3 -1 -16 right_child=2 12 -4 -5 5 -7 7 11 9 -11 -12 -13 13 -15 17 -17 -18 -19 leaf_value=0.08944726021059099 -0.00020056323453596339 -0.27802529519064384 0.52356068572998049 -0.43681702600585093 -0.083302259667377393 -0.71941606664657598 0.85786722087860112 -0.15769478888125033 0.024272850223608731 1.3199728355407714 -0.2166941291892103 0.22849428176879882 -0.035145959172930036 -0.17339729057074826 -0.17469713723481589 -0.3653954662382603 0.13776403861259348 -0.17093923456528606 leaf_weight=62 130126 57 25 27 56 20 20 37 2921 20 112 34 196 193 67 64 67 68 leaf_count=62 130126 57 25 27 56 20 20 37 2921 20 112 34 196 193 67 64 67 68 internal_value=0 -0.112423 0.000361788 0.000263744 0.000352245 -0.250701 0.000495413 0.209796 0.0003524 0.0330841 -0.00038674 0.0272408 -0.157123 -0.101139 -0.235193 -0.299487 0.106302 -0.160887 internal_weight=0 774 133398 133373 133346 76 133270 91 133179 2941 130238 71 645 389 256 121 129 135 internal_count=134172 774 133398 133373 133346 76 133270 91 133179 2941 130238 71 645 389 256 121 129 135 cat_boundaries=0 5 6 7 11 cat_threshold=1048576 262144 4 419430400 524800 576 1061 0 0 4 150994944 is_linear=0 shrinkage=0.01 Tree=474 num_leaves=19 num_cat=4 split_feature=25 24 9 9 10 18 3 2 2 13 5 24 26 9 25 26 26 26 split_gain=97172.5 75508.5 67085 50564.5 44410.7 42259.5 36988.5 222541 41001.8 25627.4 27655.7 23269.9 18216.8 2583.91 2099.32 2255.62 736.789 4.67102 threshold=0 1 1023.8910000000002 783.98480000000006 360.62500000000006 650.90000000000009 37.266186000000005 271.95250000000004 437.49875000000003 1.6593000000000002 49.842000000000006 2 2022.5000000000002 39.162500000000001 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 left_child=1 16 3 4 5 6 8 -8 -2 10 13 14 -13 -6 15 -3 -1 -16 right_child=2 11 -4 -5 9 -7 7 -9 -10 -11 -12 12 -14 -15 17 -17 -18 -19 leaf_value=0.088552781228096261 -0.00011998765737878276 -0.27524504410593137 0.51832507781982418 -0.43244886601412741 -0.14602593180111476 0.3890080434935434 0.022265819877205797 0.60527501364252456 -0.15980245576882215 -0.49674168533086777 0.23057472491264341 -0.034794496030223609 -0.17166331669209534 -0.25571146971097702 -0.17295016758477508 -0.36174150928854942 0.13638639656465446 -0.16922984095180738 leaf_weight=62 130046 57 25 27 105 28 2872 67 161 20 20 196 193 27 67 64 67 68 leaf_count=62 130046 57 25 27 105 28 2872 67 161 20 20 196 193 27 67 64 67 68 internal_value=0 -0.111299 0.00035817 0.000261107 0.000348722 0.000556122 0.000474432 0.0355566 -0.000317434 -0.160234 -0.115957 -0.155552 -0.100127 -0.168462 -0.232841 -0.296492 0.105239 -0.159278 internal_weight=0 774 133398 133373 133346 133174 133146 2939 130207 172 152 645 389 132 256 121 129 135 internal_count=134172 774 133398 133373 133346 133174 133146 2939 130207 172 152 645 389 132 256 121 129 135 cat_boundaries=0 5 6 7 11 cat_threshold=1048576 262144 4 419430400 524800 576 1061 0 0 4 150994944 is_linear=0 shrinkage=0.01 Tree=475 num_leaves=18 num_cat=0 split_feature=1 3 1 3 2 1 0 0 7 5 2 1 1 2 1 1 1 split_gain=70828 95232.7 81088.1 233427 193704 55808.1 55263.3 48175.2 128760 49331.5 23741.3 18222.3 18210.3 7574.03 3502.73 966.502 108.154 threshold=789.60480000000007 1048.2900000000002 437.49875000000003 94.590750000000014 783.48000000000013 362.49400000000003 144.79006000000001 431.47500000000008 44.166500000000006 783.48000000000013 8.0855000000000015 543.20000000000016 480.00160000000005 1048.2900000000002 395.70800000000008 650.90000000000009 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 6 5 7 11 9 -9 -1 16 12 -4 -6 -7 -13 -2 right_child=10 -3 3 -5 13 14 -8 8 -10 -11 -12 15 -14 -15 -16 -17 -18 leaf_value=-0.00024658114732994642 -0.20405885411633384 0.52903904799152823 0.079131632584791917 1.131740837742885 -0.40523880032130649 -0.2006600837218456 0.55665803813934323 0.22123131615654479 -0.55157912453015645 -0.32427971915995818 -0.57841110865275069 0.15588772806627998 -0.26252994268368451 -0.60787314402751436 -0.3346852172949375 0.076757703911174424 -0.17835005315144858 leaf_weight=133716 36 34 26 24 35 39 20 212 24 47 21 29 39 39 39 33 30 leaf_count=133716 36 34 26 24 35 39 20 212 24 47 21 29 39 39 39 33 30 internal_value=0 -0.000135193 -0.000269139 0.217353 -0.000546539 -0.000264239 0.0680657 -0.000108582 0.14264 -0.000360436 -0.285555 -0.00887793 -0.125865 -0.512033 -0.267673 0.11377 -0.192373 internal_weight=0 134356 134322 171 134151 134077 147 133999 236 133763 87 127 65 74 78 62 66 internal_count=134443 134356 134322 171 134151 134077 147 133999 236 133763 87 127 65 74 78 62 66 is_linear=0 shrinkage=0.01 Tree=476 num_leaves=16 num_cat=1 split_feature=25 3 1 1 3 2 1 0 0 2 26 1 2 1 26 split_gain=151010 74675.8 46926 79259.7 228781 169335 54808.8 55420.6 54163.6 31227 28524.6 17859.7 5768.08 3433.03 1227.29 threshold=0 1048.2900000000002 789.60480000000007 437.49875000000003 94.590750000000014 783.48000000000013 362.49400000000003 431.47500000000008 144.79006000000001 8.0855000000000015 2022.5000000000002 543.20000000000016 1048.2900000000002 395.70800000000008 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 2 3 5 8 6 7 -2 11 10 -4 -5 -7 -8 -1 right_child=1 -3 9 4 -6 12 13 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.41996448908533368 -0.00010628321883909843 0.46184836803163798 0.10085106816785089 -0.12460667236034687 1.1204234287142754 -0.40118640545436313 -0.1986534849802653 0.15458579269591077 0.55109147548675541 -0.57262700126284638 -0.33546921476241082 0.1126324264849386 -0.58273653806958881 -0.33133836159339319 -0.35314861845087125 leaf_weight=56 133666 35 29 65 24 35 39 232 20 21 31 62 35 39 54 leaf_count=56 133666 35 29 65 24 35 39 232 20 21 31 62 35 39 54 internal_value=0 8.11047e-08 -0.000120283 2.49315e-05 0.21518 -0.000249538 7.37273e-06 0.000161746 0.0673851 -0.240741 -0.124581 -0.00878916 -0.491961 -0.264996 -0.3549 internal_weight=0 134333 134298 134217 171 134046 133976 133898 147 81 60 127 70 78 110 internal_count=134443 134333 134298 134217 171 134046 133976 133898 147 81 60 127 70 78 110 cat_boundaries=0 5 cat_threshold=0 2 0 0 8192 is_linear=0 shrinkage=0.01 Tree=477 num_leaves=20 num_cat=2 split_feature=25 1 1 2 2 0 0 8 2 1 25 1 1 2 26 2 26 26 1 split_gain=148005 59787.7 81100.7 230283 166057 70808 58226.1 305745 458299 37138.1 34095.4 29208.6 33904.3 25064.9 16868 5653.29 4825.65 1202.87 483.234 threshold=0 789.60480000000007 437.49875000000003 185.38000000000002 783.48000000000013 155.78450000000004 290.96350000000007 154.34850000000003 160.61250000000001 362.49400000000003 1 543.20000000000016 480.00160000000005 8.0855000000000015 2022.5000000000002 1048.2900000000002 2022.5000000000002 2022.5000000000002 395.70800000000008 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=17 2 4 5 6 11 9 8 -8 10 -2 12 -4 14 -3 -6 -13 -1 -11 right_child=1 13 3 -5 15 -7 7 -9 -10 18 -12 16 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.41576483641351969 0.017719127701549469 -0.0022272048457976311 0.12817719732012067 1.2258968368768692 -0.39717454665047786 0.62351413840339298 0.092935709744498343 -0.98146124860892703 1.4646962033785307 -0.19666694885645158 -0.0015408181214430722 0.23210461517175038 -0.32105721984590802 -0.56690071832566036 -0.33211451891929877 -0.5769091719218663 0.051253397369384772 -0.34961713614287199 -0.24711590367394526 leaf_weight=56 9920 31 28 20 35 21 385 24 26 39 123577 36 42 21 31 35 25 54 37 leaf_count=56 9920 31 28 20 35 21 385 24 26 39 123577 36 42 21 31 35 25 54 37 internal_value=0 8.02675e-08 0.000165961 0.217171 -0.00011242 0.0844438 0.000141931 0.115649 0.179714 -0.000234235 -0.000108423 -0.00197207 -0.141363 -0.268307 -0.167171 -0.487042 0.157985 -0.351351 -0.221228 internal_weight=0 134333 134250 172 134078 152 134008 435 411 133573 133497 131 70 83 62 70 61 110 76 internal_count=134443 134333 134250 172 134078 152 134008 435 411 133573 133497 131 70 83 62 70 61 110 76 cat_boundaries=0 5 11 cat_threshold=0 2 0 0 8192 2148794368 68550673 406612 290521088 134353408 67109409 is_linear=0 shrinkage=0.01 Tree=478 num_leaves=21 num_cat=2 split_feature=25 6 9 19 0 24 26 0 7 5 5 1 4 4 26 1 6 5 0 26 split_gain=145060 58999.1 221098 51169.3 50456.2 337010 206091 162704 148795 172827 60434.1 33976.4 30810.3 29144.8 28970.3 27875 12879.3 7039.61 5831.27 1178.93 threshold=0 546.86500000000012 3.5892105000000005 684.84926000000007 290.96350000000007 1 2022.5000000000002 431.47500000000008 44.166500000000006 74.002100000000013 783.48000000000013 789.60480000000007 65.427500000000009 14.508750000000003 2022.5000000000002 1066.3056000000001 783.98480000000006 1066.3056000000001 431.47500000000008 2022.5000000000002 decision_type=9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=19 3 13 4 10 6 18 -8 9 -7 11 12 -2 14 -3 -13 -16 -12 -6 -1 right_child=1 2 -4 -5 5 8 7 -9 -10 -11 17 15 -14 -15 16 -17 -18 -19 -20 -21 leaf_value=-0.41160718883786884 -0.00079686876369684779 0.36814968041304885 1.1813217360973358 -0.50597388792037967 0.010336653253306514 -0.07931808708271694 0.57576390334538052 1.6079076258341471 -0.88483817463829417 0.86080920332954036 -0.24341089319299769 -0.39342355909943577 0.040811566107621433 -0.31136156105995177 -0.21753617547807239 0.0098186880747477209 0.10320635910957091 -0.48438980086283251 0.21531008332116261 -0.34612096397965042 leaf_weight=56 131819 29 20 20 23 284 42 24 21 21 27 40 1804 20 21 30 31 22 35 54 leaf_count=56 131819 29 20 20 23 284 42 24 21 21 27 40 1804 20 21 30 31 22 35 54 internal_value=0 9.14966e-08 0.220716 -0.000198897 -0.000123516 0.105588 0.526459 0.951089 -0.0685445 -0.014588 -0.000479202 -0.00035051 -0.000235127 0.0304975 0.114907 -0.220605 -0.0263243 -0.351606 0.134028 -0.347838 internal_weight=0 134333 121 134212 134192 450 124 66 326 305 133742 133693 133623 101 81 70 52 49 58 110 internal_count=134443 134333 121 134212 134192 450 124 66 326 305 133742 133693 133623 101 81 70 52 49 58 110 cat_boundaries=0 5 6 cat_threshold=0 2 0 0 8192 1298 is_linear=0 shrinkage=0.01 Tree=479 num_leaves=17 num_cat=0 split_feature=1 3 1 3 4 5 1 0 10 26 1 26 1 1 1 5 split_gain=66197.9 91487.5 76237.5 222683 66324.8 56964.4 54775.9 51718.6 42050.8 17643.6 10690.4 9236.81 5149.97 3670.97 3483.68 470.323 threshold=789.60480000000007 1048.2900000000002 437.49875000000003 94.590750000000014 1066.3056000000001 783.48000000000013 362.49400000000003 144.79006000000001 360.62500000000006 2022.5000000000002 543.20000000000016 2022.5000000000002 543.20000000000016 395.70800000000008 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 7 5 6 8 9 -1 10 -4 -2 -11 -8 -13 -7 right_child=11 -3 3 -5 -6 15 13 -9 -10 12 -12 14 -14 -15 -16 -17 leaf_value=-0.00014134525920974486 -0.15628097998129356 0.51853579472093025 -0.029262328965323312 1.1038496080537636 0.46196596022575132 -0.30725719009126939 -0.19471364901616026 0.53760434770584109 -0.14823884886835004 -0.23148673057556152 0.21617515524228414 -0.26660902304308759 -0.039200164721562313 -0.3310594654083252 -0.43572923035457217 -0.36828674298265701 leaf_weight=133798 37 34 35 24 31 28 39 20 192 30 36 21 26 40 29 23 leaf_count=133798 37 34 35 24 31 28 39 20 192 30 36 21 26 40 29 23 internal_value=0 -0.000128715 -0.000260001 0.210753 -0.000528976 -0.000635875 -0.000508766 0.0649415 -0.000353561 -0.00949356 0.0951848 -0.276061 -0.142211 -0.26375 -0.364699 -0.33478 internal_weight=0 134356 134322 171 134151 134120 134069 147 133990 127 71 87 56 79 50 51 internal_count=134443 134356 134322 171 134151 134120 134069 147 133990 127 71 87 56 79 50 51 is_linear=0 shrinkage=0.01 Tree=480 num_leaves=17 num_cat=3 split_feature=7 2 10 2 22 25 26 11 9 25 10 26 25 10 7 10 split_gain=67984.2 90931.3 66338.2 56804.3 45982.8 44907.2 51959.2 39424.2 39327.7 34052.3 28859.9 28475.4 21312.2 7719.41 6064.34 1891.33 threshold=550.05000000000007 6.179850000000001 638.18750000000011 1048.2900000000002 288.94250000000005 0 2022.5000000000002 543.53000000000009 362.49400000000003 1 747.99000000000012 2022.5000000000002 2 43.901250000000005 783.98480000000006 950.63250000000005 decision_type=2 2 2 2 2 9 2 2 2 9 2 2 9 2 2 2 left_child=2 11 3 4 5 6 12 8 -7 -8 -4 -2 -1 -9 -13 -12 right_child=1 -3 10 -5 -6 7 9 13 -10 -11 15 14 -14 -15 -16 -17 leaf_value=0.066030251447643545 0.15447863374437604 -0.85493609333038334 0.6098405411026695 0.37169046960225921 0.47887173008918765 -0.0011945134916505262 0.30414558119007523 -0.28664524019810189 0.1475461764388791 0.08983815652673896 0.10808470671375593 -0.31330451018280453 -0.069881394670790992 -0.058303731560707089 -0.12707428543869514 0.23644942186095499 leaf_weight=214 28 20 22 41 20 132844 102 57 178 320 24 36 228 20 34 22 leaf_count=214 28 20 22 41 20 132844 102 57 178 320 24 36 228 20 34 22 internal_value=0 -0.240448 -0.000313416 -0.000471848 -0.000585733 -0.000657313 0.0707894 -0.00112634 -0.00099548 0.150974 0.311947 -0.115042 -0.00416515 -0.227336 -0.22285 0.169477 internal_weight=0 118 134092 134024 133983 133963 864 133099 133022 422 68 98 442 77 70 46 internal_count=134210 118 134092 134024 133983 133963 864 133099 133022 422 68 98 442 77 70 46 cat_boundaries=0 6 12 17 cat_threshold=0 2 4096 151060480 139840 512 0 2 0 0 8192 512 0 0 4096 65536 139328 is_linear=0 shrinkage=0.01 Tree=481 num_leaves=21 num_cat=4 split_feature=0 4 7 5 3 2 1 2 25 4 24 3 25 25 26 2 1 0 0 26 split_gain=90835.6 403677 194711 367223 80924.6 114306 98426 91932.2 70610 59115.7 45975.3 38349 139456 37555.6 35636.1 35088 45197 21001.9 82468.9 6783.56 threshold=290.96350000000007 232.66575000000003 52.83015000000001 120.129 544.35000000000002 70.64500000000001 16.747500000000006 1048.2900000000002 0 1066.3056000000001 1 77.14060000000002 2 3 2022.5000000000002 65.05725000000001 114.05000000000001 643.62800000000016 479.65650000000011 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 9 2 1 2 9 9 2 2 2 2 2 2 left_child=4 2 3 10 7 6 19 8 14 11 17 13 -13 -10 -1 16 -12 18 -2 -6 right_child=1 -3 -4 -5 5 -7 -8 -9 9 -11 15 12 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.072083089263350872 0.1367073752619882 1.4597456099770287 -0.64377844524383554 1.3337461320559183 0.15103022818267345 -0.85849293289184569 -0.73587820100784296 0.49762235925004289 0.022543590955751078 -0.46056930235454013 -0.0067033277897132664 0.25714181589484786 0.0061358737156583668 -0.0028067655726593159 0.42618248097101846 0.3526355013810098 -0.48061491619456898 0.0089043048120314074 0.84236081242561345 -0.031248669405372773 leaf_weight=54 67 22 35 24 35 25 20 37 6119 28 236 255 1360 125685 60 24 22 31 22 49 leaf_count=54 67 22 35 24 35 25 20 37 6119 28 236 255 1360 125685 60 24 22 31 22 49 internal_value=0 0.136371 0.0732164 0.132124 -0.00101343 -0.251357 -0.10541 -0.000771707 -0.000909775 -0.00113126 0.0603858 -0.00103492 0.0473986 -0.00162838 0.237608 -0.0126447 -0.0471144 0.215134 0.311139 0.0447009 internal_weight=0 483 461 426 133727 129 104 133598 133561 133447 402 133419 1615 131804 114 282 258 120 89 84 internal_count=134210 483 461 426 133727 129 104 133598 133561 133447 402 133419 1615 131804 114 282 258 120 89 84 cat_boundaries=0 5 6 11 17 cat_threshold=0 2 0 0 139264 338 0 135200 536872000 0 16777216 4194432 2097168 274688 965312640 134777410 201335424 is_linear=0 shrinkage=0.01 Tree=482 num_leaves=19 num_cat=2 split_feature=0 4 7 5 2 4 25 24 6 9 6 5 18 2 1 0 0 26 split_gain=89027.7 395644 190837 359916 77104.7 65940.5 53754.1 45060.4 37524.1 331895 51089.7 38187.4 36116.2 34389.7 44297.6 20583.9 80827.8 17044.2 threshold=290.96350000000007 232.66575000000003 52.83015000000001 120.129 1048.2900000000002 1066.3056000000001 0 1 442.27000000000004 60.877500000000005 482.64500000000004 1066.3056000000001 571.7600000000001 65.05725000000001 114.05000000000001 643.62800000000016 479.65650000000011 2022.5000000000002 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 7 5 6 17 15 11 10 -10 12 -8 14 -9 16 -2 -1 right_child=1 -3 -4 -5 -6 -7 8 13 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=0.10242649497730393 0.13534031244078235 1.4451481888510964 -0.63734065750667035 1.3204086565971376 0.44938505524083189 -0.46228414489376934 -0.0012445598681316277 -0.0066362955800052413 0.4285287255048752 1.3571964807510375 -0.094058846279382713 -0.36424299451811565 -0.33723591264337299 0.34910912802442912 -0.47580876697193497 0.0088152603180177754 0.83393724761225951 0.34806499497932303 leaf_weight=56 67 22 35 24 38 31 133317 236 22 20 125 29 32 24 22 31 22 57 leaf_count=56 67 22 35 24 38 31 133317 236 22 20 125 29 32 24 22 31 22 57 internal_value=0 0.135007 0.0724842 0.130803 -0.00100309 -0.00113111 -0.00102415 0.059782 -0.00121644 0.148588 -0.0158485 -0.0014041 -0.00132519 -0.0125183 -0.0466433 0.212982 0.308027 0.207932 internal_weight=0 483 461 426 133727 133689 133658 402 133545 167 147 133378 133349 282 258 120 89 113 internal_count=134210 483 461 426 133727 133689 133658 402 133545 167 147 133378 133349 282 258 120 89 113 cat_boundaries=0 5 6 cat_threshold=0 0 0 65536 8256 338 is_linear=0 shrinkage=0.01 Tree=483 num_leaves=23 num_cat=3 split_feature=0 9 24 0 5 2 26 0 6 9 6 18 5 0 15 24 1 24 26 6 6 15 split_gain=87256 306516 277056 207004 116922 75570.3 52513.2 48157.3 40273.3 321464 47231 42105 39040.8 36743.7 30892.6 30077.8 22541.8 18124.6 13726.4 7307.84 1984.22 40.8191 threshold=290.96350000000007 18.285000000000004 0 783.48000000000013 79.77300000000001 1048.2900000000002 2022.5000000000002 431.47500000000008 442.27000000000004 60.877500000000005 482.64500000000004 571.7600000000001 1066.3056000000001 1083.9006000000002 550.80000000000007 1 5.2410000000000005 2 2022.5000000000002 783.98480000000006 657.87500000000011 756.4475000000001 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 left_child=5 2 3 6 13 8 7 -2 11 10 -10 12 14 16 15 -1 17 -4 20 -20 -12 -16 right_child=1 -3 4 -5 -6 -7 -8 -9 9 -11 18 -13 -14 -15 21 -17 -18 -19 19 -21 -22 -23 leaf_value=-0.0066667572287112025 -0.12917806811449004 1.0082777518195076 0.096008464867049018 1.2819788586596648 -0.85563946962356574 0.4448911936659562 0.52994652789572005 0.38403529277353576 0.4242434679920023 1.3436245508193969 -0.015143975839018822 -0.35847188945972563 -0.35606530434421957 -0.41519009413542568 -0.23418392012196204 0.0029657777037899674 -0.25914708005057441 -0.078276011282104568 -0.23189523827664707 -0.042703535897391183 0.11627157935389766 -0.21782121753692629 leaf_weight=55520 41 37 111 24 20 38 46 33 22 20 20 33 31 27 31 77871 36 108 49 35 27 30 leaf_count=55520 41 37 111 24 20 38 46 33 22 20 20 33 31 27 31 77871 36 108 49 35 27 30 internal_value=0 0.133657 0.061099 0.405986 -0.113051 -0.000993057 0.26462 0.0996873 -0.0011198 0.151357 -0.00449465 -0.00131736 -0.00122907 -0.0643935 -0.00114664 -0.00104375 -0.0272504 0.0108697 -0.0764965 -0.153065 0.0603501 -0.226137 internal_weight=0 483 446 144 302 133727 120 74 133689 173 153 133516 133483 282 133452 133391 255 219 131 84 47 61 internal_count=134210 483 446 144 302 133727 120 74 133689 173 153 133516 133483 282 133452 133391 255 219 131 84 47 61 cat_boundaries=0 1 2 3 cat_threshold=1856 2697 150 is_linear=0 shrinkage=0.01 Tree=484 num_leaves=28 num_cat=2 split_feature=0 4 7 5 3 4 3 9 9 4 11 17 3 7 24 24 5 13 0 0 0 5 3 26 0 26 26 split_gain=85524.4 386727 187586 354135 79439.4 48953.9 43742.4 110614 61559.4 69920.2 54473.4 99122.2 124785 76547.5 43402.4 31382.7 57776.1 29120.5 23773.7 20573.6 78916.2 18222.3 16755.1 22593.8 11954 7028.66 913.538 threshold=290.96350000000007 232.66575000000003 52.83015000000001 120.129 544.35000000000002 8.0855000000000015 77.14060000000002 362.49400000000003 783.98480000000006 544.35000000000002 215.74175000000005 47.770000000000003 150.51452500000002 23.092500000000005 0 1 316.16700000000009 245.94250000000002 362.49400000000003 643.62800000000016 479.65650000000011 8.0855000000000015 1048.2900000000002 2022.5000000000002 431.47500000000008 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 14 6 22 8 10 9 15 11 13 -13 -8 19 17 -17 -1 25 20 -2 26 23 -6 -20 -16 -11 right_child=1 -3 -4 -5 5 -7 7 -9 -10 21 -12 12 -14 -15 18 16 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.0035753295423145482 0.13224166043213945 1.4276165390014648 -0.63324285766056609 1.3083436890443167 -0.069126609045673498 -0.66722227656322974 0.013429601686857669 0.75508444724181167 -0.39861648107186343 -0.15463970353437026 -0.32800016329838677 -0.015476451544534593 1.0746744199026199 0.24927394813571879 0.012144773340586461 -0.0063964473110057121 0.18210652892117854 0.17786849550902845 -0.19588006789224188 0.0037377538988667149 0.82252805390141237 -0.50900259811769832 0.08055764239767324 -0.39970575482417375 -0.024094030830011305 0.19873424025682304 -0.2184221908893991 leaf_weight=65836 67 22 35 24 44 23 1369 22 39 43 39 21 21 153 33 65727 163 96 57 31 22 22 23 39 140 52 47 leaf_count=65836 67 22 35 24 44 23 1369 22 39 43 39 21 21 153 33 65727 163 96 57 31 22 22 23 39 140 52 47 internal_value=0 0.132324 0.0705099 0.12833 -0.000983129 -0.249018 -0.000743631 0.0508228 -0.00137857 -0.00126115 0.0411573 0.0503627 0.529599 0.037138 0.0578814 -0.00104895 -0.00592923 0.00382853 -0.0130252 0.208244 0.302874 -0.251013 -0.158276 -0.224459 -0.0737986 0.126294 -0.187948 internal_weight=0 483 461 426 133727 129 133598 1625 131973 131934 1603 1564 42 1522 402 131822 65890 65932 282 120 89 112 106 83 197 85 90 internal_count=134210 483 461 426 133727 129 133598 1625 131973 131934 1603 1564 42 1522 402 131822 65890 65932 282 120 89 112 106 83 197 85 90 cat_boundaries=0 1 2 cat_threshold=338 1142 is_linear=0 shrinkage=0.01 Tree=485 num_leaves=15 num_cat=1 split_feature=3 2 1 0 26 5 7 10 4 25 3 7 1 5 split_gain=79744 59367.3 40664.9 83085.7 72036.8 66913.1 74560.2 58733.3 56576.3 56570.6 55559.4 37047 666.151 583.439 threshold=1048.2900000000002 1048.2900000000002 650.90000000000009 27.356500000000004 2022.5000000000002 650.90000000000009 657.87500000000011 360.62500000000006 77.943750000000009 0 91.078750000000014 783.98480000000006 1066.3056000000001 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 5 4 -4 6 7 9 13 -1 -9 -8 -6 -7 right_child=-2 -3 3 -5 12 8 11 10 -10 -11 -12 -13 -14 -15 leaf_value=0.21519156939670686 0.45817838888419304 0.40605229112837055 0.32977750048917887 -0.63062176981279927 -0.23867435728681499 0.16506732063293456 0.62437193797184865 -0.11524603119567979 0.69918419309284374 -0.00024223581147131971 -0.65162900296124548 0.15022523303329943 -0.31369319486618041 0.10457143756476316 leaf_weight=112 38 36 34 31 29 25 26 158 23 133568 22 45 20 44 leaf_count=112 38 36 34 31 29 25 26 158 23 133568 22 45 20 44 internal_value=0 1.66932e-05 -9.22796e-05 -0.188879 -0.0238914 6.83029e-05 -0.000116888 -0.000288725 0.269664 -4.56613e-05 -0.180804 0.323856 -0.269294 0.12649 internal_weight=0 134173 134137 114 83 134023 133931 133860 92 133680 180 71 49 69 internal_count=134211 134173 134137 114 83 134023 133931 133860 92 133680 180 71 49 69 cat_boundaries=0 5 cat_threshold=0 0 0 65536 139264 is_linear=0 shrinkage=0.01 Tree=486 num_leaves=16 num_cat=0 split_feature=8 6 2 6 9 5 6 22 13 5 26 6 1 8 8 split_gain=71513.4 82971.6 71279.7 79284.7 76698.2 475840 51303.3 50341.8 48940.9 103646 48129.4 35668 33118.5 14578.4 112.453 threshold=571.7600000000001 91.790000000000006 1048.2900000000002 783.98480000000006 362.49400000000003 109.12700000000002 78.948750000000018 288.94250000000005 147.53613000000004 199.59643500000001 2022.5000000000002 1043.5418000000002 650.90000000000009 804.02882000000011 1048.2900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 13 3 4 7 6 10 8 12 -10 -6 -5 -1 -2 -15 right_child=1 -3 -4 11 5 -7 -8 -9 9 -11 -12 -13 -14 14 -16 leaf_value=0.00021757836724399225 0.011306789002635263 -0.8040110032124953 0.45157832581656321 0.61570606358846025 0.5202819263416788 1.6585719380378723 -0.418152927051891 0.50145820945501329 -0.064398807270060254 -0.69121056037289763 0.026933760061754405 0.078359636579241068 -0.17916668501583119 -0.2301275485618548 -0.26210101498798893 leaf_weight=133202 44 22 35 30 23 20 22 20 456 28 141 21 103 22 22 leaf_count=133202 44 22 35 30 23 20 22 20 456 28 141 21 103 22 22 internal_value=0 -0.254725 0.000354176 0.000236377 8.63585e-05 0.192894 0.0352945 -0.000210471 -0.000285465 -0.100661 0.0961228 0.394446 7.89746e-05 -0.117404 -0.246114 internal_weight=0 110 134101 134066 134015 206 186 133809 133789 484 164 51 133305 88 44 internal_count=134211 110 134101 134066 134015 206 186 133809 133789 484 164 51 133305 88 44 is_linear=0 shrinkage=0.01 Tree=487 num_leaves=15 num_cat=1 split_feature=3 2 8 0 7 25 4 0 18 7 8 7 8 8 split_gain=78138.3 56986.2 47617.7 109246 54330.2 41691 50160.5 368785 37966.6 30024.6 2363.1 1681.26 115.841 31.7342 threshold=1048.2900000000002 1048.2900000000002 571.7600000000001 14.496990000000002 657.87500000000011 0 440.18000000000006 121.97500000000001 650.90000000000009 783.98480000000006 804.02882000000011 1043.5418000000002 673.83140000000014 1048.2900000000002 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 4 10 5 -1 8 -8 -7 -6 12 -11 -4 -12 right_child=-2 -3 3 -5 9 6 7 -9 -10 11 13 -13 -14 -15 leaf_value=0.18031563297845424 0.45354067294221173 0.39782478411992395 0.0097412383556365976 -0.87739535367488852 0.53672181164776844 -0.00054024032415475945 0.007954405935629745 1.4467648725509645 0.4149160060015592 0.17204286220196921 -0.10259076569601894 0.051741592713764738 -0.022419173816839853 -0.11999529300426895 leaf_weight=118 38 36 21 20 27 133633 163 20 22 26 20 21 24 22 leaf_count=118 38 36 21 20 27 133633 163 20 22 26 20 21 24 22 internal_value=0 1.52508e-05 -9.15143e-05 -0.210964 7.6831e-05 -7.28113e-05 -0.000245307 0.165201 -0.000471855 0.270962 -0.057761 0.118291 -0.00741098 -0.111707 internal_weight=0 134173 134137 107 134030 133956 133838 183 133655 74 87 47 45 42 internal_count=134211 134173 134137 107 134030 133956 133838 183 133655 74 87 47 45 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=1 split_feature=8 0 2 6 4 0 0 5 0 4 25 6 2 26 26 26 8 split_gain=69019.5 170696 68623.4 77471.3 49168.4 287304 60187.2 121899 68760.4 53778.6 47560.4 35017.7 24400.8 20071.5 5192.47 4284.38 6.14747 threshold=571.7600000000001 24.245000000000005 1048.2900000000002 783.98480000000006 440.18000000000006 121.97500000000001 479.65650000000011 19.207500000000007 431.47500000000008 783.48000000000013 0 1043.5418000000002 22.090000000000007 2022.5000000000002 2022.5000000000002 2022.5000000000002 804.02882000000011 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=2 15 3 4 6 9 8 12 10 13 -1 -5 -8 -6 -11 -2 -17 right_child=1 -3 -4 11 5 -7 7 -9 -10 14 -12 -13 -14 -15 -16 16 -18 leaf_value=0.18486516187516905 0.064533898472785955 -1.0858900558501483 0.44308431938716347 0.60914115269978841 0.29253136508166788 1.2946945524215698 -0.038851748531608769 -0.86008003670236333 0.40957034762312722 -0.36182651917139685 -0.000207152398388141 0.076715963681538893 -0.4031061148359662 0.028030291870236396 -0.15817009164441018 -0.10438872671127319 -0.098461803913914722 leaf_weight=129 20 20 35 30 52 20 148 23 41 21 133465 21 21 64 31 35 35 leaf_count=129 20 20 35 30 52 20 148 23 41 21 133465 21 21 64 31 35 35 internal_value=0 -0.250244 0.000347745 0.000232161 8.38688e-05 0.161691 -0.000143156 -0.177068 0.000111041 0.0268092 -1.4622e-05 0.389907 -0.0841141 0.1466 -0.240416 -0.0645455 -0.101425 internal_weight=0 110 134101 134066 134015 188 133827 192 133635 168 133594 51 169 116 52 90 70 internal_count=134211 110 134101 134066 134015 188 133827 192 133635 168 133594 51 169 116 52 90 70 cat_boundaries=0 5 cat_threshold=0 2 0 0 139328 is_linear=0 shrinkage=0.01 Tree=489 num_leaves=15 num_cat=1 split_feature=3 1 0 2 5 7 1 10 4 3 25 7 1 5 split_gain=76663.4 56662.9 115066 100455 65328.7 71777.6 58488.8 57389.3 54811.4 54708.7 54199.1 35681.3 8388.45 580.942 threshold=1048.2900000000002 650.90000000000009 27.356500000000004 1048.2900000000002 650.90000000000009 657.87500000000011 1066.3056000000001 360.62500000000006 77.943750000000009 91.078750000000014 0 783.98480000000006 789.60480000000007 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 3 6 4 5 7 12 10 13 -9 -1 -7 -3 -6 right_child=-2 2 -4 -5 8 11 -8 9 -10 -11 -12 -13 -14 -15 leaf_value=0.21063321462420168 0.44923874980524964 -0.071362187266349797 -0.72039443160548355 0.54369556483100445 0.16402344417572021 0.61267895221710211 0.34973592792238506 -0.11366818448929471 0.68921966625296549 -0.64592914993112749 -0.00023656366374240562 0.14735394343071515 -0.32038301783223305 0.10365712268785997 leaf_weight=112 38 24 33 34 25 26 28 158 23 22 133568 45 31 44 leaf_count=112 38 24 33 34 25 26 28 158 23 22 133568 45 31 44 internal_value=0 1.38802e-05 -0.220905 0.000205042 6.71651e-05 -0.00011582 -0.0223128 -0.00028442 0.266452 -0.178722 -4.41536e-05 0.317755 -0.211719 0.125529 internal_weight=0 134173 116 134057 134023 133931 83 133860 92 180 133680 71 55 69 internal_count=134211 134173 116 134057 134023 133931 83 133860 92 180 133680 71 55 69 cat_boundaries=0 5 cat_threshold=0 0 0 65536 139264 is_linear=0 shrinkage=0.01 Tree=490 num_leaves=12 num_cat=2 split_feature=3 18 22 8 5 9 25 24 11 8 8 split_gain=175177 70459.7 47769.9 41673.8 56877 47225.1 36465.3 64727.1 40091.7 6788.51 4491.43 threshold=1048.2900000000002 747.99000000000012 266.84000000000009 571.7600000000001 38.037500000000009 1023.8910000000002 0 1 751.80750000000012 673.83140000000014 804.02882000000011 decision_type=2 2 2 2 2 2 9 1 2 2 2 left_child=1 2 3 5 9 6 7 -1 -8 -5 -11 right_child=-2 -3 -4 4 -6 -7 8 -9 -10 10 -12 leaf_value=0.055405735796148124 0.73938432991504666 0.59291575098037719 0.4880100776553154 -0.24458373035703385 -0.6784791715145112 0.410050231388637 -0.00056109172803782957 -0.28973943728358803 0.31219195947414491 0.082648577122461223 -0.093849895139751227 leaf_weight=100 32 20 20 21 20 28 133905 109 41 21 46 leaf_count=100 32 20 20 21 20 28 133905 109 41 21 46 internal_value=0 -0.000587391 -0.000675769 -0.000748549 -0.197105 -0.000590508 -0.000676214 -0.129609 -0.000465325 -0.0877015 -0.0385295 internal_weight=0 134331 134311 134291 108 134183 134155 209 133946 88 67 internal_count=134363 134331 134311 134291 108 134183 134155 209 133946 88 67 cat_boundaries=0 5 6 cat_threshold=2147483648 0 0 98304 8192 3612 is_linear=0 shrinkage=0.01 Tree=491 num_leaves=12 num_cat=3 split_feature=3 18 22 8 5 9 25 24 25 6 8 split_gain=171691 69057.6 46819.3 40844.4 55745.2 46285.3 35799.5 63548.4 34791.8 9563.3 1974.25 threshold=1048.2900000000002 747.99000000000012 266.84000000000009 571.7600000000001 38.037500000000009 1023.8910000000002 0 1 2 3.2906500000000003 804.02882000000011 decision_type=2 2 2 2 2 2 9 1 9 2 2 left_child=1 2 3 5 9 6 7 -1 -8 10 -5 right_child=-2 -3 -4 4 -6 -7 8 -9 -10 -11 -12 leaf_value=0.054902046030217956 0.73199052378535268 0.58698661327362067 0.48312997208535668 0.026862144358456134 -0.67169437199831006 0.40594971248081757 0.10384922712200488 -0.28708552232309553 -0.00070961336584689325 -0.27904605036973956 -0.081089539242287484 leaf_weight=100 32 20 20 32 20 28 309 109 133637 20 36 leaf_count=100 32 20 20 32 20 28 309 109 133637 20 36 internal_value=0 -0.000581692 -0.000669186 -0.000741238 -0.195134 -0.000584777 -0.000669627 -0.12842 -0.000460672 -0.0868245 -0.0302887 internal_weight=0 134331 134311 134291 108 134183 134155 209 133946 88 68 internal_count=134363 134331 134311 134291 108 134183 134155 209 133946 88 68 cat_boundaries=0 5 6 10 cat_threshold=2147483648 0 0 98304 8192 3612 0 262146 4 134217728 is_linear=0 shrinkage=0.01 Tree=492 num_leaves=12 num_cat=1 split_feature=3 18 22 8 9 0 24 4 0 8 8 split_gain=168274 67683.4 45887.6 40031.5 45364.3 35885.5 31046.5 116706 94220.8 789.408 319.886 threshold=1048.2900000000002 747.99000000000012 266.84000000000009 571.7600000000001 1023.8910000000002 14.496990000000002 0 783.48000000000013 479.65650000000011 804.02882000000011 1048.2900000000002 decision_type=2 2 2 2 2 2 1 2 2 2 2 left_child=1 2 3 4 6 9 8 -8 -1 -5 -11 right_child=-2 -3 -4 5 -6 -7 7 -9 -10 10 -12 leaf_value=-0.01060116585095652 0.7246705465018749 0.58111678791046151 0.47829869471490383 -0.13909159669280052 0.40189020224979949 -0.57554391866922383 0.0012710537807501211 0.49968258487417344 -0.50255318723427944 -0.054179602372646338 -0.10585508781930675 leaf_weight=22173 32 20 20 40 28 20 111896 47 39 25 23 leaf_count=22173 32 20 20 40 28 20 111896 47 39 25 23 internal_value=0 -0.000575971 -0.00066259 -0.000733922 -0.000579026 -0.193182 -0.000663026 0.00148018 -0.0114598 -0.106282 -0.0789408 internal_weight=0 134331 134311 134291 134183 108 134155 111943 22212 88 48 internal_count=134363 134331 134311 134291 134183 108 134155 111943 22212 88 48 cat_boundaries=0 1 cat_threshold=2176 is_linear=0 shrinkage=0.01 Tree=493 num_leaves=12 num_cat=2 split_feature=3 18 22 8 5 9 25 24 11 6 8 split_gain=164926 66336.5 44974.4 39234.9 54396 44461.5 35133.3 62409.3 39265.9 9317.3 1972.3 threshold=1048.2900000000002 747.99000000000012 266.84000000000009 571.7600000000001 38.037500000000009 1023.8910000000002 0 1 751.80750000000012 3.2906500000000003 804.02882000000011 decision_type=2 2 2 2 2 2 9 1 2 2 2 left_child=1 2 3 5 9 6 7 -1 -8 10 -5 right_child=-2 -3 -4 4 -6 -7 8 -9 -10 -11 -12 leaf_value=0.054453375209461558 0.71742388054728512 0.57530559206008913 0.4735156845748425 0.028666392955929043 -0.66200871902704239 0.39787132740020753 -0.0005441703291711302 -0.28444860060675803 0.30897109496884229 -0.27399322450160979 -0.079231888030966119 leaf_weight=100 32 20 20 32 20 28 133905 109 41 20 36 leaf_count=100 32 20 20 32 20 28 133905 109 41 20 36 internal_value=0 -0.000570211 -0.000655964 -0.000726582 -0.191251 -0.000573235 -0.000656396 -0.127212 -0.000449396 -0.0842601 -0.0284562 internal_weight=0 134331 134311 134291 108 134183 134155 209 133946 88 68 internal_count=134363 134331 134311 134291 108 134183 134155 209 133946 88 68 cat_boundaries=0 5 6 cat_threshold=2147483648 0 0 98304 8192 3612 is_linear=0 shrinkage=0.01 Tree=494 num_leaves=13 num_cat=1 split_feature=3 18 22 6 0 3 6 3 1 0 25 6 split_gain=161644 65016.4 44079.5 39071.6 121329 190960 120845 72506.3 44527.6 35334.2 36686.8 195.436 threshold=1048.2900000000002 747.99000000000012 266.84000000000009 166.79600000000002 223.35100000000003 199.59643500000001 162.20850000000004 174.86250000000004 172.67400000000001 1083.9006000000002 0 364.99000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 left_child=1 2 3 6 5 8 9 11 -5 10 -1 -6 right_child=-2 -3 -4 4 7 -7 -8 -9 -10 -11 -12 -13 leaf_value=0.08878722060715788 0.71024964988231665 0.56955252313613891 0.46878054171800615 -0.05348602889732617 -0.26714248770759219 0.68564463894707817 0.60475097022273328 -0.95423761465332735 -0.43054335305185026 0.28286907282742585 -0.00086655415098837573 -0.22399972189040412 leaf_weight=448 32 20 20 615 21 35 33 22 33 44 133019 21 leaf_count=448 32 20 20 615 21 35 33 22 33 44 133019 21 internal_value=0 -0.00056468 -0.000649576 -0.000719488 -0.07284 -0.0338276 -0.00031607 -0.489175 -0.072688 -0.000465625 -0.000559032 -0.245571 internal_weight=0 134331 134311 134291 747 683 133544 64 648 133511 133467 42 internal_count=134363 134331 134311 134291 747 683 133544 64 648 133511 133467 42 cat_boundaries=0 5 cat_threshold=0 262146 4 150994944 64 is_linear=0 shrinkage=0.01 Tree=495 num_leaves=23 num_cat=1 split_feature=9 3 2 2 13 4 14 3 4 9 17 17 25 13 9 26 4 26 17 26 4 4 split_gain=78753.3 538448 169755 139364 138211 105222 99652.3 99222.8 96821.9 83165.2 81710 85823.2 57379.1 42050.7 39075.9 37032.8 27561 19838.5 8279.89 6383.51 4806.33 2951.25 threshold=65.156190000000024 482.64500000000004 333.67962000000006 1048.2900000000002 255.07275000000001 154.67000000000002 120.129 782.62500000000011 544.35000000000002 83.40000000000002 407.74900000000008 751.80750000000012 0 543.20000000000016 205.70000000000002 2022.5000000000002 223.35100000000003 2022.5000000000002 576.1975000000001 2022.5000000000002 783.48000000000013 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=3 2 4 7 5 6 9 8 10 -2 12 18 19 -14 -8 -9 -7 20 -12 -1 -10 -19 right_child=1 -3 -4 -5 -6 16 14 15 17 -11 11 -13 13 -15 -16 -17 -18 21 -20 -21 -22 -23 leaf_value=0.158852981470399 0.15144774254032617 1.5587173767884575 0.83292540638535117 -0.64182686623405005 0.80062892084536341 0.7073804014379329 0.1677132362127304 -0.72753187086094517 -0.04299070389040055 -0.057556236085231388 0.71838153190612786 -0.17715282712663924 -0.0013031404687523873 -0.25378081177220202 0.78533361196517948 -0.22106929200036185 0.2647222800132556 -0.32612511959075929 0.44539990139007574 0.30791208599294939 -0.22548859304851956 -0.45435415212597163 leaf_weight=59 236 24 27 34 23 22 20 22 31 985 25 21 132443 66 21 42 39 50 20 56 27 28 leaf_count=59 236 24 27 34 23 22 20 22 31 985 25 21 132443 66 21 42 39 50 20 56 27 28 internal_value=0 0.0737969 0.0478405 -0.00167871 0.0320922 0.0187314 -0.000875558 -0.00151492 -0.00132525 -0.0171591 -0.00105192 0.350717 -0.00122697 -0.00142879 0.484055 -0.395166 0.424369 -0.268008 0.597056 0.212923 -0.127947 -0.372156 internal_weight=0 1397 1373 132924 1346 1323 1262 132890 132826 1221 132690 66 132624 132509 41 64 61 136 45 115 58 78 internal_count=134321 1397 1373 132924 1346 1323 1262 132890 132826 1221 132690 66 132624 132509 41 64 61 136 45 115 58 78 cat_boundaries=0 3 cat_threshold=0 2 4 is_linear=0 shrinkage=0.01 Tree=496 num_leaves=23 num_cat=1 split_feature=9 3 2 2 13 1 11 6 3 4 0 17 17 4 25 0 13 26 4 17 26 26 split_gain=77186.1 527733 166377 136591 135461 104179 179356 166583 97248.3 94895.1 111809 80084 84115.3 73009.2 56237.2 54740.8 41213.9 36295.9 8903.1 8115.11 6256.47 1686.8 threshold=65.156190000000024 482.64500000000004 333.67962000000006 1048.2900000000002 255.07275000000001 9.0515000000000025 180.08250000000001 145.27000000000001 782.62500000000011 544.35000000000002 50.951250000000009 407.74900000000008 751.80750000000012 154.67000000000002 0 185.76000000000002 543.20000000000016 2022.5000000000002 1066.3056000000001 576.1975000000001 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=3 2 4 8 5 13 7 -7 9 11 18 14 19 15 20 -2 -16 -10 21 -13 -1 -11 right_child=1 -3 -4 -5 -6 6 -8 -9 17 10 -12 12 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 leaf_value=0.15726445876945883 -0.021134339309609663 1.5431302434206009 0.82459613804463983 -0.63540860540726607 0.79262263256570564 0.22139053799267167 -0.56680120820800461 1.110056043791771 -0.7202565617749298 -0.050240199066871827 -0.95585739707946771 0.71119770812988281 -0.17538130169823057 0.43930189721724566 -0.0012901089921053524 -0.52499558578838001 -0.25124300299268781 -0.21885859864098683 -0.29460142024358116 0.44094591426849361 0.30483293363026209 -0.13881548537764438 leaf_weight=59 1083 24 27 34 23 135 24 25 22 43 20 25 21 34 132443 22 66 42 30 20 56 43 leaf_count=59 1083 24 27 34 23 135 24 25 22 43 20 25 21 34 132443 22 66 42 30 20 56 43 internal_value=0 0.0730589 0.0473621 -0.00166192 0.0317712 0.018544 0.239326 0.360245 -0.00149978 -0.001312 -0.265328 -0.0010414 0.34721 -0.0171221 -0.0012147 -0.031166 -0.0014145 -0.391214 -0.146271 0.591086 0.210794 -0.0945278 internal_weight=0 1397 1373 132924 1346 1323 184 160 132890 132826 136 132690 66 1139 132624 1105 132509 64 116 45 115 86 internal_count=134321 1397 1373 132924 1346 1323 184 160 132890 132826 136 132690 66 1139 132624 1105 132509 64 116 45 115 86 cat_boundaries=0 3 cat_threshold=0 2 4 is_linear=0 shrinkage=0.01 Tree=497 num_leaves=25 num_cat=3 split_feature=9 6 2 0 2 9 9 17 17 9 1 2 0 10 1 0 13 25 24 14 25 0 17 13 split_gain=75650.1 304741 325505 661140 133873 81251.7 79460.1 78697 82441.4 58631.5 135076 67458.6 48113.7 93493.6 56884.1 44577.4 38188.5 40207.5 153070 36643.5 35643.9 16720.3 7953.62 262.633 threshold=65.156190000000024 442.27000000000004 154.91865000000004 102.15500000000002 1048.2900000000002 172.67400000000001 1023.8910000000002 407.74900000000008 751.80750000000012 83.40000000000002 40.324500000000008 5.0080000000000009 479.65650000000011 8.3312500000000025 6.2950000000000008 201.25000000000003 543.20000000000016 0 1 120.129 2 1083.9006000000002 576.1975000000001 751.80750000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 9 2 2 2 left_child=4 2 6 5 7 -4 9 12 22 10 11 -2 16 14 21 19 17 18 -1 -11 -19 -14 -9 -18 right_child=1 -3 3 -5 -6 -7 -8 8 -10 15 -12 -13 13 -15 -16 -17 23 20 -20 -21 -22 -23 -24 -25 leaf_value=-0.15581957022349038 0.0099483713686155783 1.2399644010717219 0.57704491910480316 2.2545994431376459 -0.62905451788621791 -0.23971155655795129 0.64348067712783819 0.70408573303222655 -0.17362748736426944 -0.025432723328904977 0.9153443098068238 0.54378489962330567 0.044582211410715465 -0.8038427784442902 -0.46834615975618366 -0.42513785185637298 -0.21809860605182071 -0.11346025066896223 0.31329638675301374 0.28713832849111315 -0.0013092966502412406 -0.22173803132155848 0.43653643512725832 -0.25742084380558561 leaf_weight=113 192 22 21 20 34 29 20 25 21 979 21 27 126 20 32 27 33 274 157 39 132005 29 20 35 leaf_count=113 192 22 21 20 34 29 20 25 21 979 21 27 126 20 32 27 33 274 157 39 132005 29 20 35 internal_value=0 0.0723283 0.0536462 0.717976 -0.0016453 0.103326 0.0180116 -0.00148478 0.343738 0.00827669 0.149227 0.0757638 -0.00165632 -0.153995 -0.0844926 -0.0240947 -0.00141853 -0.00129699 0.11841 -0.013458 -0.00155016 -0.00524545 0.585175 -0.238338 internal_weight=0 1397 1375 70 132924 50 1305 132890 66 1285 240 219 132824 207 187 1045 132617 132549 270 1018 132279 155 45 68 internal_count=134321 1397 1375 70 132924 50 1305 132890 66 1285 240 219 132824 207 187 1045 132617 132549 270 1018 132279 155 45 68 cat_boundaries=0 4 5 11 cat_threshold=0 2 4 16842752 2201 0 262145 0 0 8256 32 is_linear=0 shrinkage=0.01 Tree=498 num_leaves=33 num_cat=1 split_feature=9 3 3 3 0 1 13 11 3 17 17 4 0 9 7 1 4 9 25 0 13 12 26 7 17 26 26 4 9 4 1 13 split_gain=74144.6 514428 122106 182936 128095 108861 97294.4 122910 95234.8 77118.8 80800.8 74589.5 146282 73273 119283 117735 58194.9 55106.7 49631.5 41949.7 39542.4 38229.1 35649.9 17532.3 7795.35 6448.48 6048.83 4033.76 2849.33 1391.05 905.051 608.044 threshold=65.156190000000024 482.64500000000004 21.731200000000005 33.358000000000011 166.14750000000004 8.7187500000000018 100.59850000000002 32.960000000000001 782.62500000000011 407.74900000000008 751.80750000000012 544.35000000000002 57.417500000000011 172.67400000000001 1.0000000180025095e-35 44.610000000000007 154.67000000000002 70.917000000000016 0 126.55500000000002 543.20000000000016 648.37500000000011 2022.5000000000002 75.387000000000015 576.1975000000001 2022.5000000000002 2022.5000000000002 783.48000000000013 68.556262500000017 783.48000000000013 108.26750000000003 751.80750000000012 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 2 left_child=8 2 5 -4 6 16 7 -5 9 11 24 18 25 14 15 -7 17 28 26 -19 21 -20 -10 30 -11 27 -1 -13 -2 -27 -15 -22 right_child=1 -3 3 4 -6 13 -8 -9 22 10 -12 12 -14 23 -16 -17 -18 19 20 -21 31 -23 -24 -25 -26 29 -28 -29 -30 -31 -32 -33 leaf_value=0.14291098086039225 0.19559737494658855 1.5230273810029029 1.1609428403491067 -0.0083447383524297356 -0.47439511308303245 0.23697506880760194 0.91729717663356247 0.70406057560985746 -0.71338881021196188 0.69704487495422374 -0.17189121518816269 -0.098199379784720278 -1.0248060026168824 -0.049720951460656665 0.010207475870847702 1.2663504350662231 0.39977438572914376 -0.047896013621552984 -0.0013351409800803008 -0.44781347438141156 -0.215917619936394 -0.28070483830510357 -0.21647274698529922 0.26169944202899936 0.4321710824966431 -0.10861488360625048 0.28676292653669394 0.07847430447737376 0.33608100559901111 -0.20257130321860314 -0.14150133176283403 -0.27662274678548177 leaf_weight=60 42 24 21 91 26 20 21 33 22 25 21 28 20 21 32 25 31 919 132424 27 33 49 42 20 20 26 57 24 22 40 22 33 leaf_count=60 42 24 21 91 26 20 21 33 22 25 21 28 20 21 32 25 31 919 132424 27 33 49 42 20 20 26 57 24 22 40 22 33 internal_value=0 0.071605 0.0462342 0.280122 0.171951 0.00821016 0.287847 0.181247 -0.00162882 -0.00144304 0.3403 -0.00161289 -0.233979 0.270012 0.476947 0.80885 -0.0269986 -0.0400976 -0.00137116 -0.0593101 -0.00156028 -0.00143848 -0.387288 0.0170924 0.579323 -0.099941 0.196222 -0.0166577 0.243889 -0.165558 -0.0966784 -0.24627 internal_weight=0 1397 1373 192 171 1181 145 124 132924 132860 66 132794 138 140 77 45 1041 1010 132656 946 132539 132473 64 63 45 118 117 52 64 66 43 66 internal_count=134321 1397 1373 192 171 1181 145 124 132924 132860 66 132794 138 140 77 45 1041 1010 132656 946 132539 132473 64 63 45 118 117 52 64 66 43 66 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 13 4 0 1 3 4 0 17 17 13 26 24 4 4 17 26 13 split_gain=72669.2 504191 160783 131112 129909 99353.6 164871 147664 93417.3 91142.2 106532 75394.8 79192.9 41346.5 34940.4 34083.2 26891.6 8674.66 7640.22 1608.26 653.41 threshold=65.156190000000024 482.64500000000004 333.67962000000006 1048.2900000000002 255.07275000000001 154.67000000000002 201.25000000000003 50.522500000000001 782.62500000000011 544.35000000000002 50.951250000000009 407.74900000000008 751.80750000000012 543.20000000000016 2022.5000000000002 0 223.35100000000003 1066.3056000000001 576.1975000000001 2022.5000000000002 751.80750000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=3 2 4 8 5 6 7 -2 9 11 17 13 18 15 -10 -1 -7 19 -13 -11 -15 right_child=1 -3 -4 -5 -6 16 -8 -9 14 10 -12 12 -14 20 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.00821828137906069 -0.01304948469132392 1.5077971616387367 0.80982817654256467 -0.62251806469524607 0.77554250426914384 0.6912088134072043 -0.7468498105016248 0.42867417584230871 -0.70625491310249677 -0.04947925656340843 -0.93405162191390989 0.69007442626953119 -0.17017230624244328 -0.2137584434856068 -0.21430804343450638 0.0025389466936852063 0.2539590679529386 -0.29021359053254125 0.4278493585586548 -0.13596778176551641 -0.27536247332890829 leaf_weight=44160 1152 24 27 34 23 22 29 81 22 43 20 25 21 33 42 88395 39 30 20 43 36 leaf_count=44160 1152 24 27 34 23 22 29 81 22 43 20 25 21 33 42 88395 39 30 20 43 36 internal_value=0 0.070889 0.0457719 -0.00161253 0.0304453 0.017492 -0.00156026 0.0159689 -0.00145367 -0.00126963 -0.260012 -0.00100443 0.336897 -0.00117259 -0.383415 -0.0010452 0.411656 -0.143799 0.57353 -0.0927235 -0.2459 internal_weight=0 1397 1373 132924 1346 1323 1262 1233 132890 132826 136 132690 66 132624 64 132555 61 116 45 86 69 internal_count=134321 1397 1373 132924 1346 1323 1262 1233 132890 132826 136 132690 66 132624 64 132555 61 116 45 86 69 cat_boundaries=0 1 cat_threshold=2185 is_linear=0 shrinkage=0.01 Tree=500 num_leaves=26 num_cat=1 split_feature=3 25 19 5 6 5 2 12 2 6 9 6 26 12 3 3 6 3 13 12 13 7 26 3 12 split_gain=102444 59718.9 84588.8 75073.1 84055.7 97895 66440.2 42217.3 109603 75605.3 61928.7 50205.6 32666 30034.4 100465 36361.8 27486.8 29002 27171.8 25451.3 31580.3 24731.4 2056.79 1971.11 117.449 threshold=1048.2900000000002 0 453.45000000000005 364.99000000000007 52.968160000000005 441.68000000000006 783.48000000000013 196.52100000000004 106.38320000000003 442.27000000000004 673.83140000000014 1043.5418000000002 2022.5000000000002 116.58400000000002 43.669000000000011 255.07275000000001 442.27000000000004 72.992500000000021 8.0855000000000015 407.74900000000008 44.664500000000011 79.138925000000015 2022.5000000000002 336.88000000000005 544.35000000000002 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 7 5 -5 13 9 18 10 -1 -11 -7 15 19 16 17 -3 -9 20 -15 23 -18 -17 -21 right_child=-2 6 -4 4 -6 12 -8 8 -10 11 -12 -13 -14 14 -16 21 22 -19 -20 24 -22 -23 -24 -25 -26 leaf_value=0.016385273156081636 0.54183622796194897 -0.0022699508948652893 -0.56291511230468749 0.8900525647622568 -0.33775918960571288 0.43501659982344687 0.46110545773659989 -0.098457135335722978 -0.81451129933198285 0.42192554522205045 0.40086734641165961 -0.14276319885253907 0.031603919827208227 0.11338499116370956 0.57437314968360098 -0.056874474923904635 -0.10761762199493555 0.054405681721456767 0.28073370543393222 -0.14301707959944204 -0.18932565909624099 -0.46724284458160398 -0.21437352075415142 -0.12267092901320498 -0.1712717421565737 leaf_weight=16417 35 115593 25 27 20 34 31 134 21 74 42 20 49 249 38 73 26 910 22 31 40 20 59 121 28 leaf_count=16417 35 115593 25 27 20 34 31 134 21 74 42 20 49 249 38 73 26 910 22 31 40 20 59 121 28 internal_value=0 0.000749458 0.0183262 0.0191989 0.25858 0.367005 -0.00178383 0.0173388 -0.136282 0.0189815 0.0173664 0.301779 0.196857 -0.00190643 0.0861577 -0.00219746 -0.00195841 -0.00182726 -0.0449815 0.0328468 0.0714873 -0.132429 -0.181719 -0.0979125 -0.156426 internal_weight=0 134104 16885 16860 130 110 117219 16730 177 16553 16459 94 83 117188 386 116802 116588 116503 156 348 289 214 85 194 59 internal_count=134139 134104 16885 16860 130 110 117219 16730 177 16553 16459 94 83 117188 386 116802 116588 116503 156 348 289 214 85 194 59 cat_boundaries=0 6 cat_threshold=2151727104 67502083 33952788 421068800 168305153 134234752 is_linear=0 shrinkage=0.01 Tree=501 num_leaves=46 num_cat=8 split_feature=25 5 1 4 9 7 9 19 9 9 10 4 5 24 1 25 9 12 25 17 25 0 1 0 12 12 9 12 13 7 9 8 25 13 7 9 9 25 1 0 24 12 17 9 0 split_gain=70111 111194 115252 92047.4 66797.5 129948 64508.9 54209.4 40657.6 64022 46895.9 41167.5 40011.3 26846 122000 68383.1 55485.3 341584 54841.7 34811.1 34532.9 30017.4 23507.5 25237.2 23325.6 40401.2 20353.8 20297.3 19148.4 17883.4 17461.7 14232.2 49111.6 27787.8 13635.4 13287.7 14744.5 11626.5 10105.5 10001.5 21390.3 3969.84 3298.37 2411.32 1827.52 threshold=0 364.99000000000007 77.943750000000009 48.489320000000006 362.49400000000003 33.660945000000005 442.89500000000004 453.45000000000005 172.67400000000001 145.10250000000005 360.62500000000006 15.582750000000003 544.35000000000002 1 437.49875000000003 2 162.20850000000004 4.0535115000000008 3 29.175000000000004 4 255.07275000000001 36.902000000000008 155.78450000000004 167.67033750000004 216.71247500000001 8.0375000000000014 340.00250000000005 333.10000000000008 53.955000000000005 673.83140000000014 45.338750000000012 5 271.19 19.325087500000002 362.49400000000003 215.97850000000003 6 437.49875000000003 65.08550000000001 7 257.37000000000006 126.14700000000002 162.20850000000004 393.82500000000005 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 1 2 9 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 1 2 2 2 2 left_child=1 4 3 12 7 6 -6 8 9 10 -1 34 -3 14 16 19 18 35 39 21 29 22 23 -15 28 -26 42 41 31 -20 -8 33 -33 -17 -10 36 -18 -22 -24 40 -2 -27 -21 -11 -23 right_child=13 2 -4 -5 5 -7 30 -9 11 43 -12 -13 -14 15 -16 24 17 -19 20 26 37 44 38 -25 25 27 -28 -29 -30 -31 -32 32 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 leaf_value=0.018518454919217536 0.19500790299404236 -0.19048375594906691 0.97108840162103838 0.78937285947799685 0.93394118467966725 -0.4433064815737307 0.065139336152510205 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115 22 77 31 47 3041 29 64311 22 20 21042 35 349 21 164 28 26 23 23 39 42 331 36 100 503 20 20 24 36 26731 20 20 205 27 24 30 24 internal_value=0 0.0200464 0.311379 0.176994 0.017773 0.27675 0.459043 0.0162165 0.01688 0.0184673 0.017345 -0.138829 0.0378169 -0.00184525 0.00380809 -0.0058882 0.00342462 0.236414 0.002938 -0.0496772 0.00198269 -0.0548845 -0.0513362 -0.044754 -0.00360708 0.138685 0.153701 0.0373782 -0.00385947 0.0114827 0.287097 -0.00372141 0.0446346 -0.00417467 -0.0633657 -0.0493828 -0.131269 -0.00551668 -0.161123 0.120592 0.111746 -0.0959959 0.0553333 0.36879 -0.31139 internal_weight=0 16701 130 108 16571 99 79 16472 16450 16284 16232 166 88 117438 48967 68471 48938 102 48836 3380 48453 3298 3253 3069 65091 115 82 89 64976 21373 58 64934 603 64331 135 82 58 27080 184 383 363 50 59 52 45 internal_count=134139 16701 130 108 16571 99 79 16472 16450 16284 16232 166 88 117438 48967 68471 48938 102 48836 3380 48453 3298 3253 3069 65091 115 82 89 64976 21373 58 64934 603 64331 135 82 58 27080 184 383 363 50 59 52 45 cat_boundaries=0 6 7 13 18 24 29 35 36 cat_threshold=2151727104 67502083 33952788 421068800 134750721 134234752 1078 0 0 16896 549486592 37885952 33 0 0 0 4227072 33558528 830481937 13440 1073758656 8522272 84985856 33555712 268435456 1052928 0 0 16777216 0 2097168 8192 4096 2 8193 1056 is_linear=0 shrinkage=0.01 Tree=502 num_leaves=27 num_cat=2 split_feature=3 25 4 4 0 4 2 0 4 2 2 4 12 3 3 1 25 12 13 7 4 0 1 4 4 12 split_gain=100315 57253.9 66307 73611.3 104031 103061 131938 118076 115594 194939 64948.1 38218.8 28784.6 97404.3 35611.6 50444.4 25754.9 25038.6 30875.8 24293.3 10818.3 7822.69 3967.9 1210.29 1117.31 117.182 threshold=1048.2900000000002 0 650.90000000000009 293.27220000000005 98.970000000000013 65.427500000000009 1048.2900000000002 783.48000000000013 81.802725000000009 199.74643500000005 783.48000000000013 440.18000000000006 116.58400000000002 43.669000000000011 255.07275000000001 437.49875000000003 1 407.74900000000008 44.664500000000011 79.138925000000015 75.880790000000005 37.266186000000005 650.90000000000009 363.67400000000004 783.48000000000013 544.35000000000002 decision_type=2 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 left_child=1 2 3 5 11 6 7 -1 20 -10 12 23 14 17 15 16 -3 18 -14 21 -7 -16 -17 -5 -4 -19 right_child=-2 10 24 4 -6 8 -8 -9 9 -11 -12 -13 13 -15 19 22 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.016834767608753225 0.53616618783133374 -0.015246978618695639 0.28703386812210085 -0.26043578949841584 -0.82841353165066767 0.72362597527042516 -0.77765782787686311 -0.52715037129819398 0.16345899886528653 -0.7849832845511644 0.45591517171552104 0.15779426792263984 0.11160524873369669 0.56506537200588935 -0.075296043990843609 0.29238913646111125 -0.0004168836733124099 -0.14248657980272847 -0.18770945179462434 -0.46286940050125125 0.43738471653150479 -0.28412436962127685 0.15690989726298565 -0.17633396012442454 0.37267361133526533 -0.17070921063423158 leaf_weight=16173 35 13198 25 44 23 31 21 40 375 23 31 40 249 38 174 52 103301 31 40 20 23 20 37 28 39 28 leaf_count=16173 35 13198 25 44 23 31 21 40 375 23 31 40 249 38 174 52 103301 31 40 20 23 20 37 28 39 28 internal_value=0 0.000733509 0.0179437 0.016732 -0.215839 0.0186136 0.0144667 0.0154927 0.167555 0.10865 -0.00174694 -0.0900425 -0.00186816 0.0843442 -0.00215306 -0.0019165 -0.00209831 0.0318517 0.0701776 -0.131035 0.601708 -0.0968247 0.236066 -0.22773 0.339221 -0.15588 internal_weight=0 134104 16885 16821 135 16686 16234 16213 452 398 117219 112 117188 386 116802 116588 116499 348 289 214 54 194 89 72 64 59 internal_count=134139 134104 16885 16821 135 16686 16234 16213 452 398 117219 112 117188 386 116802 116588 116499 348 289 214 54 194 89 72 64 59 cat_boundaries=0 6 12 cat_threshold=2151727104 67502083 33952788 421068800 168305153 134234752 1073872962 1105805568 2231386624 16393 1077936210 262191 is_linear=0 shrinkage=0.01 Tree=503 num_leaves=30 num_cat=2 split_feature=3 25 4 4 0 4 0 4 26 7 7 4 0 6 1 26 12 3 5 25 0 26 1 4 0 26 26 6 0 split_gain=98318.4 56114.6 64987.5 72146.4 101960 101010 125045 113294 124948 118234 111407 37458.2 28589.1 34898.5 32241.3 40969.3 30471.7 90695.2 28613.2 21758 16959.9 16726.1 10155.5 5715.37 2211.12 2889.82 1676.57 1160.19 872.779 threshold=1048.2900000000002 0 650.90000000000009 293.27220000000005 98.970000000000013 65.427500000000009 783.48000000000013 81.802725000000009 2022.5000000000002 161.90640000000005 657.87500000000011 440.18000000000006 332.15050000000008 442.27000000000004 437.49875000000003 2022.5000000000002 116.58400000000002 43.669000000000011 3.4326000000000008 1 431.47500000000008 2022.5000000000002 650.90000000000009 16.771710000000002 479.65650000000011 2022.5000000000002 2022.5000000000002 546.86500000000012 393.82500000000005 decision_type=2 9 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 left_child=1 2 3 5 11 6 10 8 -7 -9 -1 26 13 14 16 -16 19 -18 20 -3 28 -4 -17 27 -22 -26 -5 -15 -14 right_child=-2 12 21 4 -6 7 -8 9 -10 -11 -12 -13 18 23 15 22 17 -19 -20 -21 24 -23 -24 -25 25 -27 -28 -29 -30 leaf_value=0.014380954418111226 0.53080454308646075 -0.014461779424165482 0.14038894873398999 -0.29161641483306883 -0.82012939717458633 0.1813564552799348 -0.5372379323185944 0.15406004229726175 1.1541426712533702 -0.53134045530248575 0.5300789058208466 0.15621630878746509 -0.18295190811157228 -0.10522858662264688 0.40615428545258264 0.13535139954608419 0.040144072477419003 0.58917104736986492 -0.45621255853901738 -0.00034295642490378143 0.090488555431365969 0.46955010828218963 -0.1558127980232239 -0.34018652189861648 -0.076241211369633674 0.047552086024573351 -0.19025851148240111 -0.1900618157653432 -0.26321358697116376 leaf_weight=16151 35 12181 26 25 23 31 41 371 23 27 42 40 42 28 44 23 341 33 23 104300 22 38 25 22 44 33 47 38 20 leaf_count=16151 35 12181 26 25 23 31 41 371 23 27 42 40 42 28 44 23 341 33 23 104300 22 38 25 22 44 33 47 38 20 internal_value=0 0.000726162 0.0177642 0.0165646 -0.213681 0.0184275 0.014322 0.165879 0.595691 0.107563 0.0157185 -0.089142 -0.00172948 -0.00153381 -0.00138402 0.185745 -0.00153135 0.0885876 -0.126281 -0.0018207 -0.0791484 0.335828 -0.0162966 -0.200601 0.00207428 -0.0231869 -0.225452 -0.154072 -0.208843 internal_weight=0 134104 16885 16821 135 16686 16234 452 54 398 16193 112 117219 117035 116947 92 116855 374 184 116481 161 64 48 88 99 77 72 66 62 internal_count=134139 134104 16885 16821 135 16686 16234 452 54 398 16193 112 117219 117035 116947 92 116855 374 184 116481 161 64 48 88 99 77 72 66 62 cat_boundaries=0 6 12 cat_threshold=2151727104 67502083 33952788 421068800 168305153 134234752 1208092738 1105805312 2231386624 16393 1077936210 262185 is_linear=0 shrinkage=0.01 Tree=504 num_leaves=18 num_cat=4 split_feature=3 25 4 0 4 0 4 2 16 2 4 7 9 24 25 25 26 split_gain=96361.9 54136 66399.6 69093.6 67292.3 106433 72262.3 117825 115382 58697.4 35067.9 32905.6 54442.7 24639.5 48901.2 40953 16367.7 threshold=1048.2900000000002 0 650.90000000000009 783.48000000000013 293.27220000000005 98.970000000000013 65.427500000000009 1048.2900000000002 5.4697500000000012 783.48000000000013 440.18000000000006 783.98480000000006 673.83140000000014 1 2 3 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 1 9 9 2 left_child=1 2 3 4 6 10 7 -1 -8 11 -6 12 13 15 -15 -3 -4 right_child=-2 9 16 -5 5 -7 8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 leaf_value=0.017109094839090348 0.52549650137765069 -0.037096013589711888 0.14699934425354003 -0.38353953270025032 -0.21504969949307651 -0.84268694888461726 0.10565571020264405 -0.75093906950950629 0.79257039675345797 0.42661631047725679 0.1601047071126791 0.36851322942723835 -0.45934977811546285 0.012908570062133768 -0.0044397314414875702 -0.0043313525640317312 0.47822107469713365 leaf_weight=15209 35 4159 25 43 69 22 411 20 26 32 39 24 26 26203 42734 45025 37 leaf_count=15209 35 4159 25 43 69 22 411 20 26 32 39 24 26 26203 42734 45025 37 internal_value=0 0.000718889 0.0180358 0.0167687 0.0178584 -0.208719 0.0197386 0.0161004 0.146525 -0.00161203 -0.0795773 -0.00172812 -0.00180333 -0.00170262 0.00215529 -0.00710891 0.344664 internal_weight=0 134104 15901 15839 15796 130 15666 15229 437 118203 108 118171 118147 118121 68937 49184 62 internal_count=134139 134104 15901 15839 15796 130 15666 15229 437 118203 108 118171 118147 118121 68937 49184 62 cat_boundaries=0 6 7 13 19 cat_threshold=2151727104 67502083 33952788 421068800 168305153 17024 2697 562308608 12288 1073744320 549618336 84039680 167777280 0 2097152 1073758656 12619904 22528 134218784 is_linear=0 shrinkage=0.01 Tree=505 num_leaves=10 num_cat=1 split_feature=2 4 3 25 9 12 11 2 26 split_gain=174793 97915.3 55214.3 58679.6 40959.6 47827.1 64374.1 43333.8 23793.1 threshold=1048.2900000000002 1066.3056000000001 1048.2900000000002 0 1023.8910000000002 407.74900000000008 751.80750000000012 80.954000000000022 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 left_child=1 2 3 8 5 6 -5 -7 -1 right_child=-2 -3 -4 4 -6 7 -8 -9 -10 leaf_value=0.076064406364194814 -0.68730550997966045 -0.53646252323982913 0.39182510243521795 -6.307575879232322e-05 0.41300739288330079 -0.11052077019406903 0.42286127355363634 -0.60174165487289433 0.34507409722464422 leaf_weight=62 37 34 36 133584 24 124 36 21 70 leaf_count=62 37 34 36 133584 24 124 36 21 70 internal_value=0 0.000112734 0.000248923 0.000143662 -7.19877e-05 -0.000146107 5.08688e-05 -0.181663 0.203318 internal_weight=0 133991 133957 133921 133789 133765 133620 145 132 internal_count=134028 133991 133957 133921 133789 133765 133620 145 132 cat_boundaries=0 5 cat_threshold=0 262146 0 0 8192 is_linear=0 shrinkage=0.01 Tree=506 num_leaves=19 num_cat=2 split_feature=2 0 5 3 1 6 17 3 25 7 6 25 7 1 6 0 0 0 split_gain=171315 53187 51180.8 489691 340692 105394 100325 66127.3 73634.6 55241.7 49805.9 36287.4 15524.6 12078 5845.9 1432.05 472.903 777.435 threshold=1048.2900000000002 542.34225000000004 111.98700000000001 441.87500000000006 362.49400000000003 276.13500000000005 107.98140000000002 1048.2900000000002 0 657.87500000000011 110.64500000000001 1 783.98480000000006 44.610000000000007 442.27000000000004 1083.9006000000002 783.48000000000013 643.62800000000016 decision_type=2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 left_child=1 2 7 4 5 6 -4 8 -1 11 13 -10 -11 15 -7 16 17 -3 right_child=-2 10 3 -5 -6 14 -8 -9 9 12 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=0.23330456758428506 -0.68043244413427406 -0.1070769808418823 0.016688199403890904 1.5116367643423703 1.2693150914799085 -0.58461258232593538 0.62353660072599137 -0.46967011547088627 -0.053331705739501842 0.47187053680419921 -0.60748897511026134 6.9079954158709106e-06 0.166160158722297 0.10841866753318094 -0.35720608477409072 -0.20418318533128307 -0.095405305118271805 -0.17521239273688374 leaf_weight=125 37 33 1007 23 22 20 28 30 1278 26 23 131184 46 22 26 31 33 34 leaf_count=125 37 33 1007 23 22 20 28 30 1278 26 23 131184 46 22 26 31 33 34 internal_value=0 0.000111606 0.000340097 0.0674751 0.0373612 0.012289 0.0331054 -0.000229612 -0.000123451 -0.000361185 -0.173613 -0.000511731 0.276556 -0.10839 -0.456078 -0.1448 -0.126391 -0.141653 internal_weight=0 133991 133815 1126 1103 1081 1035 132689 132659 132534 176 132462 72 153 46 131 100 67 internal_count=134028 133991 133815 1126 1103 1081 1035 132689 132659 132534 176 132462 72 153 46 131 100 67 cat_boundaries=0 5 10 cat_threshold=0 262146 0 0 8192 2147745792 0 4608 830537728 33685504 is_linear=0 shrinkage=0.01 Tree=507 num_leaves=11 num_cat=2 split_feature=2 4 3 25 25 11 4 12 26 26 split_gain=167905 96012.7 54741.3 56374.8 39073.3 28622.1 200937 35715.1 23356.5 8449.64 threshold=1048.2900000000002 1066.3056000000001 1048.2900000000002 0 1 271.26290500000005 89.650000000000006 449.47000000000008 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 9 2 2 2 2 2 left_child=1 2 3 8 9 7 -7 -6 -1 -5 right_child=-2 -3 -4 4 5 6 -8 -9 -10 -11 leaf_value=0.07304060397609588 -0.67362812196886213 -0.53122597918790926 0.39014074246088665 -0.099505888360445618 5.1225458567609251e-05 0.018608675990643361 0.99723606607188342 -0.17254487544298172 0.33957064247131352 -0.26398821517825127 leaf_weight=62 37 34 36 61 133282 239 23 120 70 64 leaf_count=62 37 34 36 61 133282 239 23 120 70 64 internal_value=0 0.000110625 0.000245485 0.000140675 -7.06968e-05 0.000101036 0.104519 -0.000104031 0.199285 -0.170112 internal_weight=0 133991 133957 133921 133789 133664 262 133402 132 125 internal_count=134028 133991 133957 133921 133789 133664 262 133402 132 125 cat_boundaries=0 5 10 cat_threshold=0 262146 0 0 8192 0 0 0 16777216 131072 is_linear=0 shrinkage=0.01 Tree=508 num_leaves=17 num_cat=5 split_feature=2 4 25 9 15 7 2 25 24 0 25 24 26 0 26 15 split_gain=164564 94102 41744.4 52826.4 47024.9 41533.3 196223 42139.9 39938.1 34871.9 19266.8 12265 9688.13 4779.04 4753.2 4106.66 threshold=1048.2900000000002 1066.3056000000001 0 1023.8910000000002 550.80000000000007 187.26000000000002 333.67962000000006 1 2 22.686328000000007 3 4 2022.5000000000002 201.25000000000003 2022.5000000000002 756.4475000000001 decision_type=2 2 9 2 2 2 2 9 1 2 9 1 2 2 2 2 left_child=1 2 8 4 5 7 -7 -4 14 10 12 -12 -10 -11 -1 -6 right_child=-2 -3 3 -5 15 6 -8 -9 9 13 11 -13 -14 -15 -16 -17 leaf_value=0.019494301971347851 -0.66689183615349434 -0.52591372812495518 0.1732099542888344 0.47996534596318785 -0.20386579330150897 0.045393262893340121 0.93438936710357667 0.00024056898662125828 -0.10779172251790257 -0.23917539617289665 -0.0014836247858491917 -0.084475069924136045 -0.28478146875821625 -0.43533506746645328 0.12010961004332001 -0.37839801720210481 leaf_weight=87 37 34 131 23 26 551 26 132053 59 23 299 457 65 27 102 28 leaf_count=87 37 34 131 23 26 551 26 132053 59 23 299 457 65 27 102 28 internal_value=0 0.000109518 0.00024303 0.000757574 0.000674645 0.000794651 0.085452 0.000425111 -0.0603071 -0.0872701 -0.0736123 -0.0520996 -0.185601 -0.345102 0.0700864 -0.294364 internal_weight=0 133991 133957 132838 132815 132761 577 132184 1119 930 880 756 124 50 189 54 internal_count=134028 133991 133957 132838 132815 132761 577 132184 1119 930 880 756 124 50 189 54 cat_boundaries=0 5 10 11 16 17 cat_threshold=2147745792 0 4096 830537728 131072 0 262146 0 0 8192 513 0 0 0 16842752 131072 2212 is_linear=0 shrinkage=0.01 Tree=509 num_leaves=9 num_cat=1 split_feature=2 4 3 25 9 12 11 2 split_gain=161289 92229.4 53601.1 54363.4 39050.3 46174 62454.1 42529.9 threshold=1048.2900000000002 1066.3056000000001 1048.2900000000002 0 1023.8910000000002 407.74900000000008 751.80750000000012 80.954000000000022 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=0.19569636022540884 -0.6602229301349537 -0.52065458353827976 0.38605416960186434 -6.1676203020443295e-05 0.40326618830362954 -0.10801612198833496 0.41650807327694367 -0.59465930291584568 leaf_weight=132 37 34 36 133584 24 124 36 21 leaf_count=132 37 34 36 133584 24 124 36 21 internal_value=0 0.000108488 0.000240665 0.000136952 -7.06143e-05 -0.000142986 5.05563e-05 -0.178495 internal_weight=0 133991 133957 133921 133789 133765 133620 145 internal_count=134028 133991 133957 133921 133789 133765 133620 145 cat_boundaries=0 5 cat_threshold=0 262146 0 0 8192 is_linear=0 shrinkage=0.01 Tree=510 num_leaves=17 num_cat=2 split_feature=1 25 26 14 2 25 0 2 3 1 2 6 3 1 26 14 split_gain=73700.6 53085.2 96273.3 47239.5 119206 45564.3 156341 436905 174258 96359.3 67340.6 39295.2 45950.5 22395.8 3362.49 202.618 threshold=789.60480000000007 0 2022.5000000000002 479.13100000000003 77.14060000000002 1 309.85375000000005 23.769000000000002 782.62500000000011 395.70800000000008 1048.2900000000002 657.87500000000011 782.62500000000011 2.2090000000000005 2022.5000000000002 739.41125000000011 decision_type=2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 15 6 8 13 9 -3 11 12 -7 -8 -2 -5 right_child=14 3 -4 4 -6 10 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.053517789149629895 -0.23149187415838243 0.017382621561209 -0.48280228453416096 -0.026945681869983674 -0.91220851093530653 -0.0013195585045907197 0.16280161166075363 1.5512435365200044 -0.78394668861671735 0.41028846612052311 -0.58162744903564456 0.29090110996495122 -0.34030690145492559 -0.1955139359973726 -0.36558130864302324 0.011966097251228665 leaf_weight=69 32 6768 65 32 20 127020 103 25 27 63 20 46 40 21 45 23 leaf_count=69 32 6768 65 32 20 127020 103 25 27 63 20 46 40 21 45 23 internal_value=0 -0.000388734 -0.192288 -0.000182791 -0.251083 -4.25148e-05 0.0247643 0.345261 0.0178372 0.0210063 -0.00141167 -0.00132048 -0.00142628 0.102119 -0.309856 -0.0106735 internal_weight=0 134342 134 134208 75 134133 7007 149 6858 6831 127126 127106 127060 124 77 55 internal_count=134419 134342 134 134208 75 134133 7007 149 6858 6831 127126 127106 127060 124 77 55 cat_boundaries=0 3 9 cat_threshold=0 2 4 1081344 262145 4160 156303360 168305152 8864 is_linear=0 shrinkage=0.01 Tree=511 num_leaves=17 num_cat=2 split_feature=1 25 14 25 0 5 3 1 1 17 9 18 14 14 0 1 split_gain=72233.9 52028.8 46299.4 44657.6 153229 464540 170790 94441.7 71426 35679.5 31162.3 30372.5 11410.5 5367.24 599.79 6782.21 threshold=789.60480000000007 0 479.13100000000003 1 309.85375000000005 67.130500000000012 782.62500000000011 395.70800000000008 64.397977000000012 515.65075000000013 783.98480000000006 233.76189000000002 942.79500000000019 630.11250000000007 77.552000000000007 1066.3056000000001 decision_type=2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 6 8 7 -3 -6 10 11 -5 13 -4 15 -2 right_child=14 2 12 9 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.19036476254463197 -0.40787925912783701 0.017208794207868375 -0.23292558226092108 -0.0014229127309725127 0.021158023159438315 1.75988018989563 -0.77610722153275102 0.40618558020818801 0.6712797921895981 0.33247424542903903 0.33208918218101774 -0.18220585491227848 -0.05077971378962199 -0.43286735191345216 -0.3523335202534994 -0.18721486028035483 leaf_weight=134 26 6768 29 126973 109 20 27 63 20 32 28 93 21 25 21 30 leaf_count=134 26 6768 29 126973 109 20 27 63 20 32 28 93 21 25 21 30 internal_value=0 -0.000384847 -0.000180963 -4.20898e-05 0.0245167 0.341808 0.0176588 0.0207962 0.121952 -0.00139755 -0.00148172 -0.00155523 -0.248572 -0.325491 -0.306757 -0.289666 internal_weight=0 134342 134208 134133 7007 149 6858 6831 129 127126 127094 127066 75 54 77 56 internal_count=134419 134342 134208 134133 7007 149 6858 6831 129 127126 127094 127066 75 54 77 56 cat_boundaries=0 3 9 cat_threshold=0 2 4 1081344 262145 4160 156303360 168305152 8864 is_linear=0 shrinkage=0.01 Tree=512 num_leaves=18 num_cat=3 split_feature=1 25 26 14 2 4 3 4 4 0 25 0 10 24 26 26 14 split_gain=70796.4 51065 94357.4 45378.1 116942 43930.3 109405 116293 38271 134023 48574.2 106089 37447.5 34899.3 9354.36 3317 185.362 threshold=789.60480000000007 0 2022.5000000000002 479.13100000000003 77.14060000000002 650.90000000000009 80.954000000000022 1066.3056000000001 293.27220000000005 110.69500000000002 1 7.39975 638.18750000000011 2 2022.5000000000002 2022.5000000000002 739.41125000000011 decision_type=2 9 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 left_child=1 2 -1 5 16 8 7 14 10 13 11 -3 -12 -10 -7 -2 -5 right_child=15 3 -4 4 -6 6 -8 -9 9 -11 12 -13 -14 -15 -16 -17 -18 leaf_value=0.054886255817136909 -0.22585765421390533 0.012519930998267099 -0.47607061077998231 -0.02353470377624035 -0.90090372240543359 -0.40209538102149966 0.76708778032889746 0.55169673486992166 0.075076711874741783 -0.80131695582316464 -0.0014722262695869024 0.14066641945513483 0.31249540815227911 -0.15456814938697261 -0.13305086901145322 -0.35903693187899061 0.013683241139287535 leaf_weight=69 32 6289 65 32 20 24 26 27 120 26 126707 720 38 128 28 45 23 leaf_count=69 32 6289 65 32 20 24 26 27 120 26 126707 720 38 128 28 45 23 internal_value=0 -0.00038114 -0.188593 -0.000179154 -0.246086 -4.16689e-05 0.204423 0.0192418 -0.00020185 -0.118265 4.00072e-05 0.0256472 -0.00137799 -0.046655 -0.257225 -0.30369 -0.00797084 internal_weight=0 134342 134 134208 75 134133 105 79 134028 274 133754 7009 126745 248 52 77 55 internal_count=134419 134342 134 134208 75 134133 105 79 134028 274 133754 7009 126745 248 52 77 55 cat_boundaries=0 3 9 10 cat_threshold=0 2 4 1081344 262145 4160 156303488 168305152 8864 1732 is_linear=0 shrinkage=0.01 Tree=513 num_leaves=24 num_cat=5 split_feature=25 26 8 0 0 3 3 25 24 6 7 7 18 12 2 25 24 5 3 5 0 7 5 split_gain=55797.5 84616.9 36482.4 240672 77780.5 389036 228419 180175 259093 112616 111222 70615.7 64155.2 58509.5 121488 58062.4 36324.5 30660.1 30044.8 54743.7 13882.2 12867.5 6053.13 threshold=0 2022.5000000000002 137.58000000000001 271.26290500000005 212.70000000000005 364.63500000000005 1048.2900000000002 1 2 26.856100000000005 8.0855000000000015 657.87500000000011 571.7600000000001 180.11025000000004 362.49400000000003 3 4 1.4622500000000003 98.436000000000021 41.927000000000007 431.47500000000008 783.98480000000006 69.742000000000019 decision_type=9 2 2 2 2 2 2 9 1 2 2 2 2 2 2 9 1 2 2 2 2 2 2 left_child=1 -1 4 13 6 7 11 8 10 -10 -6 12 15 14 18 -2 17 -9 19 -4 -18 -13 -20 right_child=2 -3 3 -5 5 -7 -8 16 9 -11 -12 21 -14 -15 -16 -17 20 -19 22 -21 -22 -23 -24 leaf_value=0.030097683800591364 0.089968387260612112 -0.46368088266742769 -0.048806721210630254 -0.97823782871876452 0.81772151417784644 1.4440713573637465 -0.82003943527446066 -0.11927485968326153 0.094142522682138047 -0.70566303348541259 -0.0058870697021484375 0.4961528721562139 -0.47906961571558249 -0.41734334487664071 0.75378146350383757 -0.00083313863015751274 0.087768090945254604 -0.52894716453552248 -0.18089789302767934 0.24499576857392216 -0.090208707423437215 0.21063763941589156 -0.39682714915275574 leaf_weight=72 698 67 594 28 91 21 34 211 147 20 20 27 28 38 20 131910 144 20 37 71 63 38 20 leaf_count=72 698 67 594 28 91 21 34 211 147 20 20 27 28 38 20 131910 144 20 37 71 63 38 20 internal_value=0 -0.193957 -0.000334721 -0.0673271 7.08063e-05 0.102518 -0.000498022 0.0631706 0.257016 -0.00154977 0.614008 -0.000288043 -0.000449531 -0.0346278 -0.0150278 -0.000348471 -0.0642645 -0.148323 -0.0363245 -0.0174383 0.0320528 0.329236 -0.256663 internal_weight=0 139 134280 808 133472 737 132735 716 278 167 111 132701 132636 780 742 132608 438 231 722 665 207 65 57 internal_count=134419 139 134280 808 133472 737 132735 716 278 167 111 132701 132636 780 742 132608 438 231 722 665 207 65 57 cat_boundaries=0 3 8 9 15 16 cat_threshold=0 2 4 33280 4096 20480 0 33554433 1984 1048576 262145 0 151060480 532480 8704 1706 is_linear=0 shrinkage=0.01 Tree=514 num_leaves=18 num_cat=3 split_feature=1 25 14 4 4 0 25 0 10 24 13 1 4 4 14 0 1 split_gain=69275.5 49010.3 44323.2 42990.5 37570.7 131512 47135.2 103273 36775.1 34254 18375.3 9968.61 38049.2 18739.3 2204.81 603.48 6668.85 threshold=789.60480000000007 0 479.13100000000003 650.90000000000009 293.27220000000005 110.69500000000002 1 7.39975 638.18750000000011 2 52.021000000000008 15.577650000000002 1066.3056000000001 783.48000000000013 630.11250000000007 77.552000000000007 1066.3056000000001 decision_type=2 9 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 left_child=1 -1 3 4 6 9 7 -3 -8 -6 14 12 13 -5 -4 16 -2 right_child=15 2 10 11 5 -7 8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.18475859714878928 -0.40048235223843498 0.012316082851817019 -0.22265904350714252 0.16824052861758643 0.074363987624645231 -0.7937964657636789 -0.0014472529253323266 0.13875023629454275 0.30968857363650676 -0.15314873003441354 -0.49420663765498568 0.40309806013107297 0.42724985554814338 -0.20843376070261002 -0.092613421827554707 -0.34612117812747045 -0.18166982380549113 leaf_weight=134 26 6289 22 28 120 26 126707 720 38 128 21 20 32 25 32 21 30 leaf_count=134 26 6289 22 28 120 26 126707 720 38 128 21 20 32 25 32 21 30 internal_value=0 -0.000371966 -0.000174086 -3.82081e-05 -0.000196666 -0.117175 4.29677e-05 0.025268 -0.00135386 -0.0462387 -0.243206 0.202227 0.154963 -0.00943602 -0.145595 -0.300405 -0.283261 internal_weight=0 134342 134208 134133 134028 274 133754 7009 126745 248 75 105 85 53 54 77 56 internal_count=134419 134342 134208 134133 134028 274 133754 7009 126745 248 75 105 85 53 54 77 56 cat_boundaries=0 3 9 10 cat_threshold=0 2 4 1081344 262145 4160 156303488 168305152 8864 1732 is_linear=0 shrinkage=0.01 Tree=515 num_leaves=23 num_cat=4 split_feature=9 3 2 13 3 1 11 11 0 25 2 25 24 25 0 1 26 5 4 26 26 26 split_gain=61823.4 483556 139994 138135 123400 110950 174750 180327 63280.5 45616.7 41790.1 36362.1 65589.5 34662 71830.9 60473.6 117426 51698.2 46490 22758.5 9795.06 2402.01 threshold=65.156190000000024 482.64500000000004 333.67962000000006 271.19 782.62500000000011 44.610000000000007 103.16100000000002 6.6497500000000018 185.76000000000002 0 1048.2900000000002 1 2 3 1083.9006000000002 395.70800000000008 2022.5000000000002 364.99000000000007 293.27220000000005 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 9 2 9 1 9 2 2 2 2 2 2 2 2 left_child=4 2 3 5 10 8 7 -7 9 -2 11 12 19 15 18 17 -17 -13 -15 -1 -14 -6 right_child=1 -3 -4 -5 21 6 -8 -9 -10 -11 -12 13 20 14 -16 16 -18 -19 -20 -21 -22 -23 leaf_value=0.23102847051620484 0.18170293374987673 1.5721591938677291 0.76991444266759435 0.83374599048069542 -0.49151196195529062 0.28017616066667772 -0.41495869494401488 1.3535292100906373 -0.54376508322629069 -0.023032948022670422 -0.34124547839164737 0.012191340995446862 -0.14086789776021102 -0.0021202210748497326 0.58250376020159045 0.66914317893981934 -0.1019970503831521 -0.26608590578632568 -0.14762917505145412 -0.038068941650968607 -0.26855813168642817 -0.37126104707303259 leaf_weight=60 111 21 26 21 26 72 26 20 22 1072 36 18680 127 113279 21 40 39 67 220 66 114 46 leaf_count=60 111 21 26 21 26 72 26 20 22 1072 36 18680 127 113279 21 40 39 67 220 66 114 46 internal_value=0 0.0662097 0.0431258 0.0290659 -0.000805798 0.0162932 0.308935 0.513514 -0.0123638 -0.00248148 -0.000581319 -0.00048891 -0.0985589 -0.000209496 -0.00229386 0.0123537 0.288454 0.0111968 -0.00240227 0.0834497 -0.19325 -0.414685 internal_weight=0 1391 1370 1344 132821 1323 118 92 1205 1183 132749 132713 367 132346 113520 18826 79 18747 113499 126 241 72 internal_count=134212 1391 1370 1344 132821 1323 118 92 1205 1183 132749 132713 367 132346 113520 18826 79 18747 113499 126 241 72 cat_boundaries=0 6 11 12 18 cat_threshold=8388608 1048608 0 4194304 16777216 134217728 0 0 4 16875520 524800 609 571473920 69599235 149585 1750597632 134357059 134480048 is_linear=0 shrinkage=0.01 Tree=516 num_leaves=19 num_cat=3 split_feature=7 3 1 24 3 0 25 24 0 2 12 0 2 1 17 1 1 1 split_gain=61145.1 82348.6 52296.1 219617 168648 83684 41074.1 93683.7 36972.5 35012.2 154393 314614 47444.5 96990.2 39433.9 17918.5 12086.5 14770.8 threshold=1043.5418000000002 1048.2900000000002 437.49875000000003 0 9.3117500000000017 24.245000000000005 1 2 126.55500000000002 437.49875000000003 13.016250000000001 77.552000000000007 271.95250000000004 84.373000000000005 120.129 543.20000000000016 789.60480000000007 650.90000000000009 decision_type=2 2 2 1 2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 4 5 15 7 -1 16 12 11 -11 14 -14 -8 -4 17 -5 right_child=-2 -3 3 8 -6 -7 9 -9 -10 10 -12 -13 13 -15 -16 -17 -18 -19 leaf_value=0.12321053003442697 -0.43718299664556981 0.46544624617225244 0.25431750007297682 -0.21954755337511905 1.2131850560188293 -0.20706587142944335 -0.00045796979617292448 -0.23330612634300094 0.25024903933207193 -0.18967064113704704 -0.94296677634829562 1.0843295931816102 0.066778399993211793 0.69616869040897911 0.10582712753319315 0.60460698065161711 -0.36100732444013867 0.082701534791426237 leaf_weight=106 32 38 23 61 25 25 132797 208 21 163 21 22 195 28 350 40 35 22 leaf_count=106 32 38 23 61 25 25 132797 208 21 163 21 22 195 28 350 40 35 22 internal_value=0 -5.76959e-06 -0.000137624 0.143784 0.448671 0.282465 -0.000408505 -0.112865 -0.127201 -0.000135691 -0.130405 -0.0381679 6.55094e-05 0.145805 -0.000178581 0.476724 -0.205154 -0.139433 internal_weight=0 134180 134142 252 113 88 133890 314 139 133576 206 185 133370 223 133147 63 118 83 internal_count=134212 134180 134142 252 113 88 133890 314 139 133576 206 185 133370 223 133147 63 118 83 cat_boundaries=0 1 6 7 cat_threshold=3116 0 0 4 16842752 524800 609 is_linear=0 shrinkage=0.01 Tree=517 num_leaves=31 num_cat=2 split_feature=9 3 3 24 2 13 3 1 9 7 2 17 17 12 1 24 3 2 5 9 8 5 10 1 1 9 9 9 9 26 split_gain=60624.9 473733 138843 221102 326310 267554 122293 101864 88332.4 141186 54885.6 44626.4 72783.5 55217.3 41696.3 272512 164309 145642 41442 52375.9 47589.6 40153.4 28025.3 17138.1 12529.2 11955.8 10462.3 7323.81 7265.38 2347.59 threshold=65.156190000000024 482.64500000000004 11.040900000000002 0 78.673750000000027 1.0745000000000002 782.62500000000011 9.0515000000000025 172.67400000000001 1.0000000180025095e-35 120.93775000000001 407.74900000000008 751.80750000000012 648.37500000000011 437.49875000000003 1 9.3117500000000017 1048.2900000000002 254.90500000000003 482.64500000000004 273.92500000000007 783.48000000000013 38.462500000000013 52.034000000000006 543.20000000000016 103.80000000000001 292.55550000000005 107.10800000000002 783.98480000000006 2022.5000000000002 decision_type=2 2 2 1 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 left_child=6 2 7 4 5 25 11 18 9 23 22 13 -13 14 17 16 -16 21 19 20 -2 -1 27 -9 -17 -4 -10 -5 -21 -8 right_child=1 -3 3 10 -6 -7 29 8 26 -11 -12 12 -14 -15 15 24 -18 -19 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00053965316393180408 -0.032322355018660771 1.5561413751329696 0.23464354743560153 0.092993174946826435 1.7753778560161591 1.3738306438922883 -0.48876690048437854 1.0741935213804246 -0.17237568787733715 -0.0094813177802345969 -0.51263173141262752 0.49078546307303689 -0.23676823616027831 -0.32650035257522875 0.32471744459666563 -0.075861767874823668 1.3081000380288987 -0.6753592019155622 0.41657361805438997 -0.20659837133479567 0.43844506025314334 -0.28982022176807126 0.3749468302130699 0.67393894983374547 -0.28589573891131909 -0.043959935636714444 0.11110718422609826 -0.12720604076981545 -0.39560783971439711 -0.369886109414308 leaf_weight=132321 897 21 24 23 20 20 26 20 30 33 22 44 20 52 89 45 21 32 20 53 22 48 20 23 77 43 23 44 33 46 leaf_count=132321 897 21 24 23 20 20 26 20 30 33 22 44 20 52 89 45 21 32 20 53 22 48 20 23 77 43 23 44 33 46 internal_value=0 0.065566 0.0427177 0.275408 0.570302 0.358825 -0.000796784 -0.000836121 0.263998 0.482521 -0.0608167 -0.000573315 0.263425 -0.000700653 -0.00057292 0.133372 0.46975 -0.000807625 -0.0341665 -0.0431365 -0.0210526 -0.000644553 0.046445 0.860104 -0.192634 0.0558383 -0.0493548 -0.0516153 -0.279125 -0.412815 internal_weight=0 1391 1370 216 107 87 132821 1154 129 76 109 132749 64 132685 132633 232 110 132401 1025 1005 919 132369 87 43 122 67 53 67 86 72 internal_count=134212 1391 1370 216 107 87 132821 1154 129 76 109 132749 64 132685 132633 232 110 132401 1025 1005 919 132369 87 43 122 67 53 67 86 72 cat_boundaries=0 1 2 cat_threshold=2137 3125 is_linear=0 shrinkage=0.01 Tree=518 num_leaves=19 num_cat=3 split_feature=7 3 1 24 3 0 25 24 0 2 12 0 2 1 17 1 1 1 split_gain=60132.7 81573.5 50197.1 213098 162802 82115.4 40111.1 91871.9 35981.9 34143.2 151837 307141 46338.9 95082.3 38254.7 17704.1 11870.7 14582.5 threshold=1043.5418000000002 1048.2900000000002 437.49875000000003 0 9.3117500000000017 24.245000000000005 1 2 126.55500000000002 437.49875000000003 13.016250000000001 77.552000000000007 271.95250000000004 84.373000000000005 120.129 543.20000000000016 789.60480000000007 650.90000000000009 decision_type=2 2 2 1 2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 4 5 15 7 -1 16 12 11 -11 14 -14 -8 -4 17 -5 right_child=-2 -3 3 8 -6 -7 9 -9 -10 10 -12 -13 13 -15 -16 -17 -18 -19 leaf_value=0.12222994319323835 -0.43354765713214877 0.46325165183920614 0.24931668157162876 -0.21739284828060965 1.1924049697875976 -0.20696200294494632 -0.00044927468001288953 -0.23080265269093558 0.24633810588291713 -0.1869962143861443 -0.93458173388526544 1.0717830415205523 0.065853081287481852 0.68902222003255575 0.10423466558754445 0.59750428059697147 -0.35737805874007089 0.082923147895119412 leaf_weight=106 32 38 23 61 25 25 132797 208 21 163 21 22 195 28 350 40 35 22 leaf_count=106 32 38 23 61 25 25 132797 208 21 163 21 22 195 28 350 40 35 22 internal_value=0 -4.52821e-06 -0.00013576 0.140868 0.441224 0.277959 -0.000401149 -0.111532 -0.125985 -0.000131553 -0.128774 -0.0373035 6.71349e-05 0.144099 -0.000174095 0.470388 -0.202923 -0.137791 internal_weight=0 134180 134142 252 113 88 133890 314 139 133576 206 185 133370 223 133147 63 118 83 internal_count=134212 134180 134142 252 113 88 133890 314 139 133576 206 185 133370 223 133147 63 118 83 cat_boundaries=0 1 6 7 cat_threshold=3116 0 0 4 16842752 524800 609 is_linear=0 shrinkage=0.01 Tree=519 num_leaves=20 num_cat=1 split_feature=9 3 2 13 3 1 11 11 15 0 17 17 12 11 1 24 2 3 11 split_gain=59429.9 464116 137192 134342 121195 106655 169826 176386 64521.4 60999.9 43385.1 71186.6 53989.7 40387.9 34802 254430 141838 131.914 50.1829 threshold=65.156190000000024 482.64500000000004 333.67962000000006 271.19 782.62500000000011 44.610000000000007 103.16100000000002 6.6497500000000018 147.83775000000003 185.76000000000002 407.74900000000008 751.80750000000012 648.37500000000011 543.53000000000009 437.49875000000003 0 1048.2900000000002 1048.2900000000002 751.80750000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=4 2 3 5 10 8 7 -7 9 -2 12 -12 13 14 16 -16 -1 -6 -15 right_child=1 -3 -4 -5 17 6 -8 -9 -10 -11 11 -13 -14 18 15 -17 -18 -19 -20 leaf_value=-0.00049507571177099087 -0.015380183550551898 1.5402854749134607 0.76178001782068838 0.82193873450869603 -0.39703521851130896 0.27361137264304691 -0.41091264332716282 1.3351730680465699 0.40467017544640438 -0.55924520265488398 0.48458794832229618 -0.2349403429031372 -0.32284864723682405 -0.25869575612246992 0.451899825041577 -0.19059363477157823 -0.66634060157812203 -0.42411692773973619 -0.24112046241760254 leaf_weight=132306 1148 21 26 21 35 72 26 20 36 21 44 20 52 32 108 122 32 37 33 leaf_count=132306 1148 21 26 21 35 72 26 20 36 21 44 20 52 32 108 122 32 37 33 internal_value=0 0.0649175 0.0423024 0.0283839 -0.000787883 0.0157878 0.30271 0.504386 -0.0123091 -0.0251502 -0.000565419 0.259735 -0.000690974 -0.000564669 -0.000442479 0.12246 -0.000656081 -0.410952 -0.249773 internal_weight=0 1391 1370 1344 132821 1323 118 92 1205 1169 132749 64 132685 132633 132568 230 132338 72 65 internal_count=134212 1391 1370 1344 132821 1323 118 92 1205 1169 132749 64 132685 132633 132568 230 132338 72 65 cat_boundaries=0 1 cat_threshold=3125 is_linear=0 shrinkage=0.01 Tree=520 num_leaves=14 num_cat=0 split_feature=3 26 12 0 5 7 6 0 9 3 4 12 12 split_gain=64321 136937 55050.8 142439 40957.1 46429.2 116689 54787.1 49536.1 142464 34776.1 11363.3 11839.2 threshold=782.62500000000011 2022.5000000000002 449.47000000000008 81.717500000000015 1066.3056000000001 657.87500000000011 27.260118000000002 1083.9006000000002 215.97850000000003 255.07275000000001 783.48000000000013 756.4475000000001 544.35000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 11 5 7 -7 8 10 -10 -1 12 -4 right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12 -13 -14 leaf_value=0.00067759157205279756 -0.3175592112541199 0.60756658454736079 -0.11721382130276073 -0.9842564306259155 -0.38902483781903158 0.019084039764889215 0.90295225429534909 0.36584348515766424 -0.06729969038107457 -0.93266074085235606 -0.25082842844995584 -0.20831038005211774 0.15065271695454915 leaf_weight=133579 24 48 33 20 27 59 20 41 390 20 55 34 33 leaf_count=133579 24 48 33 20 27 59 20 41 390 20 55 34 33 internal_value=0 0.299191 0.000222119 -0.213868 0.000413569 0.000491942 0.242848 0.000349151 0.000237357 -0.109512 0.000574079 -0.0597907 0.0167194 internal_weight=0 72 134311 120 134191 134164 79 134085 134044 410 133634 100 66 internal_count=134383 72 134311 120 134191 134164 79 134085 134044 410 133634 100 66 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 16 12 12 3 split_gain=63041 89630.7 53955.3 139605 40142 45505.3 114367 53696.8 48550.3 139629 31697.5 11137.1 11603.6 385.171 threshold=782.62500000000011 70.64500000000001 449.47000000000008 81.717500000000015 1066.3056000000001 657.87500000000011 27.260118000000002 1083.9006000000002 215.97850000000003 255.07275000000001 756.4475000000001 756.4475000000001 544.35000000000002 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=0.00063627764237630035 0.049101513290405276 0.8651162154674531 -0.11604168317534708 -0.97441387104988098 -0.38513458804951778 0.018893200462147344 0.89392273807525646 0.36218504928961032 -0.066626692210801711 -0.92333413791656493 -0.34855852328813997 -0.20622728074298186 0.14914619922637939 0.10357391074851707 leaf_weight=133608 25 20 33 20 27 59 20 41 390 20 26 34 33 27 leaf_count=133608 25 20 33 20 27 59 20 41 390 20 26 34 33 27 internal_value=0 0.296199 0.000219898 -0.21173 0.000409433 0.000487023 0.24042 0.00034566 0.000234984 -0.108417 0.000568338 -0.0591928 0.0165523 0.0773853 internal_weight=0 72 134311 120 134191 134164 79 134085 134044 410 133634 100 66 52 internal_count=134383 72 134311 120 134191 134164 79 134085 134044 410 133634 100 66 52 is_linear=0 shrinkage=0.01 Tree=522 num_leaves=18 num_cat=1 split_feature=1 8 10 10 0 6 7 8 0 25 7 26 10 10 8 10 10 split_gain=61659.3 49282.4 44969.5 49252.4 42811.4 41113.7 129349 118682 64328.2 353086 63730 19405.5 17368.1 11015 4304.7 293.571 25.2577 threshold=789.60480000000007 804.02882000000011 638.18750000000011 360.62500000000006 5.0080000000000009 204.46000000000004 225.07500000000002 154.34850000000003 223.35100000000003 0 657.87500000000011 2022.5000000000002 747.99000000000012 950.63250000000005 1048.2900000000002 390.8934450000001 479.84000000000009 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 5 15 8 7 -7 10 -10 -1 -2 -4 -14 -3 -5 -17 right_child=11 14 12 4 -6 6 -8 -9 9 -11 -12 -13 13 -15 -16 16 -18 leaf_value=0.00041955258862125863 -0.089141370711788057 -0.41388680695191676 0.4751717829704285 -0.083124751627445231 -0.62383836531639103 -0.085775203341578218 0.4841532843177383 -0.68171110987663275 0.40036173805838732 -0.081884477565832003 0.30010027244057452 -0.41284559852403141 -0.0098711306634156597 0.31101300811767579 -0.2277164990482507 -0.13142221202210683 -0.12025311875250191 leaf_weight=132826 31 23 24 20 20 466 37 36 234 398 71 46 23 20 27 41 40 leaf_count=132826 31 23 24 20 20 466 37 36 234 398 71 46 23 20 27 41 40 internal_value=0 0.000536884 0.000653784 0.000524463 -0.201138 0.000706469 -0.0864549 -0.128512 0.0010583 0.101708 0.000579657 -0.282523 0.259662 0.139377 -0.313355 -0.117435 -0.125907 internal_weight=0 134306 134256 134189 121 134068 539 502 133529 632 132897 77 67 43 50 101 81 internal_count=134383 134306 134256 134189 121 134068 539 502 133529 632 132897 77 67 43 50 101 81 cat_boundaries=0 5 cat_threshold=33280 4096 16384 0 33554433 is_linear=0 shrinkage=0.01 Tree=523 num_leaves=13 num_cat=0 split_feature=3 26 12 0 5 0 4 16 9 12 12 26 split_gain=61717.5 134102 52690.1 136122 39243.3 41893.4 45106.6 33022.4 31856.6 10899.2 11360.4 3445.89 threshold=782.62500000000011 2022.5000000000002 449.47000000000008 81.717500000000015 1066.3056000000001 1083.9006000000002 783.48000000000013 756.4475000000001 189.01250000000002 756.4475000000001 544.35000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 9 5 6 7 8 -1 10 -4 -8 right_child=1 -3 3 -5 -6 -7 11 -9 -10 -11 -12 -13 leaf_value=0.00086425709390190557 -0.31726181864738467 0.59823660979668303 -0.11487922809340738 -0.96234483981132513 -0.38080232138986947 0.31625520842415944 -0.17612055733090354 -0.34918635280043991 -0.080328269746653816 -0.2040688798357459 0.14751519694472806 -0.3365020310234379 leaf_weight=133552 24 48 33 20 27 42 21 27 485 34 33 37 leaf_count=133552 24 48 33 20 27 42 21 27 485 34 33 37 internal_value=0 0.29307 0.000214277 -0.209235 0.000401577 0.000478292 0.000379408 0.00050003 0.00057047 -0.0586135 0.016318 -0.278433 internal_weight=0 72 134311 120 134191 134164 134122 134064 134037 100 66 58 internal_count=134383 72 134311 120 134191 134164 134122 134064 134037 100 66 58 is_linear=0 shrinkage=0.01 Tree=524 num_leaves=15 num_cat=0 split_feature=3 26 12 6 5 7 6 9 3 3 16 9 12 12 split_gain=60489.3 131433 51641.6 85393.5 38462.4 43633 112113 46879.2 136619 97137.1 30446.5 26515 10282.8 10506.7 threshold=782.62500000000011 2022.5000000000002 449.47000000000008 54.017130000000009 1066.3056000000001 657.87500000000011 27.260118000000002 215.97850000000003 255.07275000000001 172.09050000000002 756.4475000000001 65.156190000000024 756.4475000000001 544.35000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 12 5 7 -7 10 9 -9 11 -1 13 -4 right_child=1 -3 3 -5 -6 6 -8 8 -10 -11 -12 -13 -14 -15 leaf_value=0.00035164881417554527 -0.31408920129140216 0.5922541988889376 -0.14133930644681378 -0.80363803637027742 -0.37699430008729301 0.016085793810375667 0.88244978356361392 -0.10460188268153479 -0.9125150489807129 0.56532569138900091 -0.34150570227549631 0.053287878253644748 -0.22016387739697016 0.11697416663169861 leaf_weight=132696 24 48 31 20 27 59 20 367 20 23 26 953 37 32 leaf_count=132696 24 48 31 20 27 59 20 367 20 23 26 953 37 32 internal_value=0 0.29014 0.000212134 -0.207143 0.000397561 0.00047351 0.235418 0.000335085 -0.106431 -0.0650933 0.000662552 0.000729117 -0.0878441 -0.0101325 internal_weight=0 72 134311 120 134191 134164 79 134085 410 390 133675 133649 100 63 internal_count=134383 72 134311 120 134191 134164 79 134085 410 390 133675 133649 100 63 is_linear=0 shrinkage=0.01 Tree=525 num_leaves=29 num_cat=5 split_feature=8 0 25 2 6 0 2 1 26 15 1 3 7 3 25 3 2 24 3 25 3 0 24 3 3 2 8 8 split_gain=74981 177738 48327.1 137493 128057 105994 300556 75164 125860 67699.3 97620.4 63921.6 94924.8 75660.4 123313 114726 78208.7 59121.1 159943 112071 45398.3 35682.1 29925.3 95985.7 71862.9 22918.2 310.428 738.143 threshold=571.7600000000001 7.8458250000000005 0 783.48000000000013 657.87500000000011 309.85375000000005 23.769000000000002 75.716250000000016 2022.5000000000002 31.857000000000003 102.46769250000001 272.24748000000005 139.87550000000002 145.10250000000005 1 232.66575000000003 783.48000000000013 2 650.90000000000009 3 57.417500000000011 783.48000000000013 4 544.35000000000002 782.62500000000011 211.13750000000002 1048.2900000000002 804.02882000000011 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 9 2 2 1 2 2 2 2 2 left_child=2 26 3 5 11 9 7 8 -7 17 20 13 22 16 15 -15 21 18 -1 -19 -11 -4 23 -13 -24 -16 27 -2 right_child=1 -3 4 -5 -6 6 -8 -9 -10 10 -12 12 -14 14 25 -17 -18 19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 leaf_value=0.067209782252454872 -0.078950996920466421 -1.1155171390473841 -0.0013881866564822243 -0.7180683427810669 0.4728705676814966 -0.11882137101143599 1.2001620228537198 -0.48771642017364503 0.54709318291907216 -0.1341614184354214 -0.8174357256889343 -0.12475740746297735 -0.80075748080299014 0.27004230702745502 0.034469640605338588 1.0732943842524574 0.45833446605785477 0.24337242724364286 -0.83010481572151185 -0.0015604452204603192 0.36697683477401732 -0.28621165047992358 -0.10337625601733068 0.57241932067871093 -0.72001422819883931 -0.30809224923451739 -0.097563169192184107 -0.0057367433252788723 leaf_weight=2931 40 20 124074 25 57 64 29 20 51 188 20 94 21 116 279 21 37 183 20 5827 20 44 106 25 23 21 22 21 leaf_count=2931 40 20 124074 25 57 64 29 20 51 188 20 94 21 116 279 21 37 183 20 5827 20 44 106 25 23 21 22 21 internal_value=0 -0.269274 0.000638573 0.0225199 -0.00100585 0.0245235 0.276509 0.0780952 0.176497 0.0200262 -0.150138 -0.00122226 -0.155208 -0.000889797 0.13046 0.366422 -0.00135212 0.0243558 0.0609219 0.00628946 -0.085975 -0.00148916 -0.100544 0.0200255 -0.197973 0.0101519 -0.0653603 -0.0537461 internal_weight=0 103 134296 9378 124918 9353 164 135 115 9189 228 124861 269 124592 437 137 124155 8961 2951 6010 208 124118 248 119 129 300 83 61 internal_count=134399 103 134296 9378 124918 9353 164 135 115 9189 228 124861 269 124592 437 137 124155 8961 2951 6010 208 124118 248 119 129 300 83 61 cat_boundaries=0 6 11 12 17 18 cat_threshold=1097728 131075 1107435540 969277440 167911426 545 33554432 4096 17408 0 16777216 2400 1048576 3 0 0 139264 454 is_linear=0 shrinkage=0.01 Tree=526 num_leaves=23 num_cat=3 split_feature=8 0 5 3 1 3 17 25 1 25 1 2 3 1 5 26 25 0 1 1 8 8 split_gain=73489 174201 56236.5 682007 293240 139555 135670 67507.2 59804.9 45165.9 60798.4 58252.6 45592.2 44249.1 43919 41255.6 65237.7 49743.3 10016.6 14663 304.251 723.454 threshold=571.7600000000001 7.8458250000000005 111.98700000000001 441.87500000000006 437.49875000000003 1048.2900000000002 220.11199999999999 0 172.67400000000001 1 1066.3056000000001 1048.2900000000002 400.11250000000007 8.893200000000002 364.99000000000007 2022.5000000000002 2 104.05000000000001 437.49875000000003 271.85500000000002 1048.2900000000002 804.02882000000011 decision_type=2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 9 2 2 2 2 2 left_child=2 20 5 4 6 9 7 8 -4 13 11 12 -11 15 -9 17 -17 -1 19 -15 21 -2 right_child=1 -3 3 -5 -6 -7 -8 14 -10 10 -12 -13 -14 18 -16 16 -18 -19 -20 -21 -22 -23 leaf_value=0.026058403547275972 -0.078161489054560662 -1.1043619511723519 0.042879859537583345 1.6717106241446273 1.1264913048346836 -0.68193032836914058 0.78619970711794762 -0.041869486147165305 0.46452257924609713 -0.00055529351461747732 0.44223403899900376 0.49194314916928611 -0.16491008711613017 -0.17479479471842449 -0.26669485706064078 0.33227358319542627 0.071101033566490057 -0.31354172197977703 -0.33622198353643001 0.12858697800409227 -0.096587539471008552 -0.0056793750183922907 leaf_weight=1039 40 20 513 26 24 30 22 400 36 130681 31 24 169 66 111 100 935 45 23 21 22 21 leaf_count=1039 40 20 513 26 24 30 22 400 36 130681 31 24 169 66 111 100 935 45 23 21 22 21 internal_value=0 -0.266581 0.000632367 0.0708179 0.0331839 3.57342e-05 0.00893313 -0.00719881 0.0692669 0.000189406 -0.000572281 -0.000677212 -0.000767567 0.0447238 -0.0889653 0.0550759 0.100232 0.0119606 -0.150629 -0.101565 -0.0647067 -0.0532086 internal_weight=0 103 134296 1132 1106 133164 1082 1060 549 133134 130905 130874 130850 2229 511 2119 1035 1084 110 87 83 61 internal_count=134399 103 134296 1132 1106 133164 1082 1060 549 133134 130905 130874 130850 2229 511 2119 1035 1084 110 87 83 61 cat_boundaries=0 6 12 17 cat_threshold=545293824 1052704 17664 0 16777216 33554432 1048576 131075 8196 29622272 167911424 544 0 2 0 16777216 8192 is_linear=0 shrinkage=0.01 Tree=527 num_leaves=25 num_cat=6 split_feature=8 0 5 17 9 2 24 8 25 12 9 25 2 2 18 24 25 6 0 25 18 0 8 8 split_gain=72026.7 170734 55116.9 390807 248791 301217 114456 89253.4 94035.2 83169.4 59908 38361.1 99044.1 77758.1 66398.5 53480.1 81489.4 44271.8 45727.5 44271.5 42927.5 1858.2 298.196 709.058 threshold=571.7600000000001 7.8458250000000005 111.98700000000001 107.98140000000002 177.87500000000003 78.673750000000027 0 95.125000000000014 1 63.882500000000014 44.558000000000007 2 783.48000000000013 783.48000000000013 311.02500000000003 3 4 783.98480000000006 783.48000000000013 5 279.86700000000002 1083.9006000000002 1048.2900000000002 804.02882000000011 decision_type=2 2 2 2 2 2 1 2 9 2 2 9 2 2 2 1 9 2 2 9 2 2 2 2 left_child=2 22 11 4 6 -6 7 8 -4 10 -8 13 17 14 15 19 -17 18 20 -1 -13 -20 23 -2 right_child=1 -3 3 -5 5 -7 9 -9 -10 -11 -12 12 -14 -15 -16 16 -18 -19 21 -21 -22 -23 -24 -25 leaf_value=0.13673166901356465 -0.077379876270890241 -1.0933183472156525 0.31091706474010761 1.0670628853848105 0.04555484377420866 1.677918640613556 -0.085160817497708263 0.65605209449241897 -0.0071663998988383713 -0.59706806075188423 0.47266749668121338 -0.0014902679992623488 0.53039539527893065 -0.52723140826592085 0.55703212406324309 0.20145133510441848 0.028035982483303933 0.3824634660879771 -0.26187936305999754 -0.022518463997449462 -0.2646874198413664 -0.39506115306507461 -0.095621662509034991 -0.005622578830946059 leaf_weight=175 40 20 120 38 26 20 515 29 333 31 20 123040 35 26 23 274 6324 30 20 3133 62 22 22 21 leaf_count=175 40 20 120 38 26 20 515 29 333 31 20 123040 35 26 23 274 6324 30 20 3133 62 22 22 21 internal_value=0 -0.263916 0.000626344 0.0701098 0.0354807 0.755278 0.00388652 0.115827 0.0837994 -0.0918639 -0.0643074 3.56797e-05 -0.00149055 0.0189077 0.0203569 0.0191108 0.0355315 -0.00164181 -0.00173538 -0.0137071 -0.00162283 -0.331641 -0.0640596 -0.0526765 internal_weight=0 103 134296 1132 1094 46 1048 482 453 566 535 133164 123209 9955 9929 9906 6598 123174 123144 3308 123102 42 83 61 internal_count=134399 103 134296 1132 1094 46 1048 482 453 566 535 133164 123209 9955 9929 9906 6598 123174 123144 3308 123102 42 83 61 cat_boundaries=0 1 4 10 11 17 22 cat_threshold=1353 33587200 0 16384 1097728 67239939 1107435604 701366272 168435714 16929 153 0 2 4 16777216 8192 512 0 1 33554432 0 2 is_linear=0 shrinkage=0.01 Tree=528 num_leaves=20 num_cat=5 split_feature=8 0 5 3 1 3 17 24 1 0 22 25 24 25 1 4 25 8 8 split_gain=70593.6 167336 54061.5 666111 286040 136913 129496 82589.9 245293 172702 53033.1 43651.7 71961.5 103797 59597 58288.5 56045.2 292.262 694.948 threshold=571.7600000000001 7.8458250000000005 111.98700000000001 441.87500000000006 437.49875000000003 1048.2900000000002 220.11199999999999 0 104.17500000000001 271.26290500000005 238.56750000000002 1 2 3 1066.3056000000001 1066.3056000000001 4 1048.2900000000002 804.02882000000011 decision_type=2 2 2 2 2 2 2 1 2 2 2 9 1 9 2 2 9 2 2 left_child=2 17 5 4 6 10 7 8 -4 -9 11 12 13 -1 15 -13 -14 18 -2 right_child=1 -3 3 -5 -6 -7 -8 9 -10 -11 -12 14 16 -15 -16 -17 -18 -19 -20 leaf_value=0.30215313933014332 -0.076606076717376709 -1.0823851604089141 0.062424135542987438 1.6515609997969407 1.1120441873868305 -0.67544475491841638 0.76766706640070137 -0.024688489491999938 1.2304444882869721 -0.82312550919396543 0.49112537584521554 -0.00082512230209680945 0.060048192790996879 0.050883658734878691 0.437780285650684 0.48208101887702948 -0.073176170959101103 -0.094665444685590711 -0.0055663519246237619 leaf_weight=211 40 20 178 26 24 30 22 834 20 28 22 130904 638 697 31 25 606 22 21 leaf_count=211 40 20 178 26 24 30 22 834 20 28 22 130904 638 697 31 25 606 22 21 internal_value=0 -0.261276 0.000620563 0.0694355 0.0322427 3.55811e-05 0.00829145 -0.00746918 0.171733 -0.0500433 0.000187792 0.000106652 0.0446741 0.111929 -0.000629065 -0.000732915 -0.0049165 -0.063419 -0.0521498 internal_weight=0 103 134296 1132 1106 133164 1082 1060 198 862 133134 133112 2152 908 130960 130929 1244 83 61 internal_count=134399 103 134296 1132 1106 133164 1082 1060 198 862 133134 133112 2152 908 130960 130929 1244 83 61 cat_boundaries=0 1 7 8 13 19 cat_threshold=257 1048576 131075 4 29622272 167911424 544 3172 0 2 4 8388608 8192 1048576 131073 0 17039360 33554432 512 is_linear=0 shrinkage=0.01 Tree=529 num_leaves=23 num_cat=7 split_feature=8 0 5 3 1 3 17 24 1 0 25 24 25 1 4 25 0 25 0 25 8 8 split_gain=69189 164006 52985.3 652855 280348 134188 126919 80946.4 240412 169266 42807.7 76422.8 99712.1 58392.9 57112.4 55708.3 53717 35810.8 31613.5 19495.6 286.446 681.118 threshold=571.7600000000001 7.8458250000000005 111.98700000000001 441.87500000000006 437.49875000000003 1048.2900000000002 220.11199999999999 0 104.17500000000001 271.26290500000005 1 2 3 1066.3056000000001 1066.3056000000001 4 783.48000000000013 5 212.70000000000005 6 1048.2900000000002 804.02882000000011 decision_type=2 2 2 2 2 2 2 1 2 2 9 1 9 2 2 9 2 9 2 9 2 2 left_child=2 20 5 4 6 10 7 8 -4 -9 11 12 -1 14 16 18 -12 -14 -13 -17 21 -2 right_child=1 -3 3 -5 -6 -7 -8 9 -10 -11 13 15 17 -15 -16 19 -18 -19 -20 -21 -22 -23 leaf_value=0.29926832451539881 -0.075840014211833479 -1.0715613068640233 0.061799894517727119 1.6350454623882587 1.1009237504005431 -0.66869031969706216 0.75999038913033234 -0.024441605284832399 1.2181400270462037 -0.81489425250462122 -0.00061113944337393188 0.045879929782518376 -0.11198400725305607 0.4334025113813339 0.47726021099090576 -0.17661300148762446 -0.29743038021150187 0.082821746855880174 0.40190784894503084 -0.04133852805570469 -0.093718789870088748 -0.0055106908366793685 leaf_weight=211 40 20 178 26 24 30 22 834 20 28 130788 612 103 31 25 132 61 624 26 521 22 21 leaf_count=211 40 20 178 26 24 30 22 834 20 28 130788 612 103 31 25 132 61 624 26 521 22 21 internal_value=0 -0.258664 0.00061461 0.0687412 0.0319203 3.54805e-05 0.00820853 -0.00739449 0.170015 -0.0495428 0.000186169 0.0435424 0.111807 -0.000555368 -0.000658201 -0.00653473 -0.000749512 0.0540771 0.059457 -0.0709348 -0.0627848 -0.0516283 internal_weight=0 103 134296 1132 1106 133164 1082 1060 198 862 133134 2229 938 130905 130874 1291 130849 727 638 653 83 61 internal_count=134399 103 134296 1132 1106 133164 1082 1060 198 862 133134 2229 938 130905 130874 1291 130849 727 638 653 83 61 cat_boundaries=0 1 7 8 13 19 23 28 cat_threshold=257 1048576 131075 8196 29622272 167911424 544 3172 0 2 4 8388608 8192 1048576 131073 0 17039360 33554432 512 0 1 0 16777216 0 2 4 0 139264 is_linear=0 shrinkage=0.01 Tree=530 num_leaves=11 num_cat=0 split_feature=6 19 9 9 5 5 5 3 3 26 split_gain=59342.9 48193.4 52967.3 48924.5 47633.6 41268.6 40627.4 331446 120907 11937.4 threshold=657.87500000000011 684.84926000000007 1023.8910000000002 783.98480000000006 92.995000000000019 1066.3056000000001 79.77300000000001 441.87500000000006 1048.2900000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 9 6 8 -8 -1 -2 right_child=4 -3 -4 -5 -6 -7 7 -9 -10 -11 leaf_value=-0.0010133566642503641 0.065790960221063524 -0.43975354290008545 0.45065758044903093 -0.45219943662484491 -0.68652804756164554 -0.37151167772213617 0.032276440509893971 1.2170402256647745 -0.62560492161781567 -0.2174962622979108 leaf_weight=132640 21 25 26 24 20 30 1464 24 31 51 leaf_count=132640 21 25 26 24 20 30 1464 24 31 51 internal_value=0 -0.000734512 -0.000652752 -0.00074018 -0.254796 -0.000659436 -0.000576508 0.0513855 -0.0011593 -0.134871 internal_weight=0 134264 134239 134213 92 134189 134159 1488 132671 72 internal_count=134356 134264 134239 134213 92 134189 134159 1488 132671 72 is_linear=0 shrinkage=0.01 Tree=531 num_leaves=12 num_cat=0 split_feature=4 6 5 19 9 5 5 3 3 6 6 split_gain=93736.9 53546.5 48672.1 47262.2 51883.5 40458 37650.2 251452 118526 4642.65 559.577 threshold=1066.3056000000001 657.87500000000011 92.995000000000019 684.84926000000007 1023.8910000000002 1066.3056000000001 79.77300000000001 441.87500000000006 1048.2900000000002 1043.5418000000002 783.98480000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 4 5 6 8 -8 -1 10 -3 right_child=-2 2 -4 -5 -6 -7 7 -9 -10 -11 -12 leaf_value=-0.00093879556249270766 -0.51110576179292466 -0.13617276668548584 -0.67966277647018436 -0.43535600738525387 0.44615099540123576 -0.36779656594991689 0.0325170989511031 1.0439611171722412 -0.61934886840081993 0.0041051939555576868 -0.20411418914794921 leaf_weight=132632 36 22 20 25 26 30 1461 25 31 21 27 leaf_count=132632 36 22 20 25 26 30 1461 25 31 21 27 internal_value=0 -0.000762652 -0.244599 -0.000599162 -0.000518175 -0.000604726 -0.00052261 0.0495333 -0.0010833 -0.120295 -0.17361 internal_weight=0 134320 90 134230 134205 134179 134149 1486 132663 70 49 internal_count=134356 134320 90 134230 134205 134179 134149 1486 132663 70 49 is_linear=0 shrinkage=0.01 Tree=532 num_leaves=12 num_cat=0 split_feature=4 6 5 19 9 5 5 3 3 6 6 split_gain=91871.5 52480.9 47703.5 46321.7 50851 39652.9 36901 246448 116167 4550.26 548.441 threshold=1066.3056000000001 657.87500000000011 92.995000000000019 684.84926000000007 1023.8910000000002 1066.3056000000001 79.77300000000001 441.87500000000006 1048.2900000000002 1043.5418000000002 783.98480000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 4 5 6 8 -8 -1 10 -3 right_child=-2 2 -4 -5 -6 -7 7 -9 -10 -11 -12 leaf_value=-0.00092940760286142163 -0.50599470482932196 -0.1348110404881564 -0.67286615204811095 -0.43100245246887203 0.44168946046095625 -0.36411860841512678 0.032191927255673776 1.0335215106964111 -0.61315539836883548 0.0040641480400448755 -0.20207304989850081 leaf_weight=132632 36 22 20 25 26 30 1461 25 31 21 27 leaf_count=132632 36 22 20 25 26 30 1461 25 31 21 27 internal_value=0 -0.000755026 -0.242153 -0.00059317 -0.000512993 -0.000598679 -0.000517384 0.049038 -0.00107247 -0.119092 -0.171874 internal_weight=0 134320 90 134230 134205 134179 134149 1486 132663 70 49 internal_count=134356 134320 90 134230 134205 134179 134149 1486 132663 70 49 is_linear=0 shrinkage=0.01 Tree=533 num_leaves=12 num_cat=1 split_feature=4 6 19 9 16 19 25 19 0 6 6 split_gain=90043.3 51436.6 45399.9 49839.1 29026.2 27386.2 25430 14761.2 914.918 7557.01 3034.09 threshold=1066.3056000000001 657.87500000000011 684.84926000000007 1023.8910000000002 756.4475000000001 282.67948000000007 0 406.24900000000008 34.665000000000006 1043.5418000000002 783.98480000000006 decision_type=2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 9 10 -3 right_child=-2 8 -4 -5 -6 7 -8 -9 -10 -11 -12 leaf_value=0.019029013740631616 -0.5009347659018305 -0.23304514980316163 -0.42669242205619812 0.43727259819324205 -0.34130219597816469 0.37471520095035948 -0.0015902242526342611 0.06321991369128227 -0.18008259057998657 -0.10330012093890797 -0.39431054728371756 leaf_weight=6265 36 20 25 26 25 29 127828 32 20 22 28 leaf_count=6265 36 20 25 26 25 29 127828 32 20 22 28 internal_value=0 -0.000747475 -0.000587239 -0.000507863 -0.000592692 -0.0005292 -0.000625566 0.211308 -0.239732 -0.256774 -0.327117 internal_weight=0 134320 134230 134205 134179 134154 134093 61 90 70 48 internal_count=134356 134320 134230 134205 134179 134154 134093 61 90 70 48 cat_boundaries=0 6 cat_threshold=278528 68551698 1073754372 830509056 168460864 270497 is_linear=0 shrinkage=0.01 Tree=534 num_leaves=11 num_cat=0 split_feature=4 6 5 19 9 5 18 5 6 6 split_gain=88251.4 50413 46804.1 44496.4 48847.3 38869.1 36700.4 33287.6 4366.34 512.903 threshold=1066.3056000000001 657.87500000000011 92.995000000000019 684.84926000000007 1023.8910000000002 1066.3056000000001 571.7600000000001 79.77300000000001 1043.5418000000002 783.98480000000006 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=-0.00094240089698130361 -0.49592541098594667 -0.13130099274895407 -0.66396776032447824 -0.42242550177574162 0.43289985730097846 -0.36049586908022563 -0.30336526829749344 0.046730875213561951 0.0052027689842950734 -0.1963472373397262 leaf_weight=132628 36 22 20 25 26 30 40 1481 21 27 leaf_count=132628 36 22 20 25 26 30 40 1481 21 27 internal_value=0 -0.000739988 -0.237334 -0.000581353 -0.000502771 -0.000586752 -0.000506265 -0.000415933 -0.115439 -0.167143 internal_weight=0 134320 90 134230 134205 134179 134149 134109 70 49 internal_count=134356 134320 90 134230 134205 134179 134149 134109 70 49 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 11 18 26 26 split_gain=97937 62811.2 217766 111018 68404.1 59285.6 93798.1 55800.3 45870 45201.5 42025.6 88212.8 58923.3 8532.54 6292.2 threshold=1048.2900000000002 650.90000000000009 80.954000000000022 1066.3056000000001 0 400.11250000000007 53.393900000000002 5.6142500000000011 364.63500000000005 24.275832000000005 481.77300000000008 543.53000000000009 571.7600000000001 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=0.1403695362883729 -0.52201702250374693 -0.34629532117110035 1.1547638402666365 0.53600564550608398 -0.00069008229409979363 -0.080928519974372157 -0.7697804575381072 0.39239912033081054 0.35636476407448447 -0.51366088653432906 0.76305496042424981 0.04804934871196747 -0.42985130857909098 0.28829490064065666 -0.13685830079019071 leaf_weight=77 36 26 21 28 133774 144 23 21 36 29 22 80 32 79 32 leaf_count=77 36 26 21 28 133774 144 23 21 36 29 22 80 32 79 32 internal_value=0 -0.000365751 0.241823 0.0188955 -0.000558684 -0.000809597 -0.165965 -0.0943788 -0.000542092 -0.153467 -0.000638044 0.202266 -0.000792717 0.202312 -0.230744 internal_weight=0 134424 107 86 134317 134161 217 194 133944 173 133908 102 133806 156 58 internal_count=134460 134424 107 86 134317 134161 217 194 133944 173 133908 102 133806 156 58 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 3 11 11 18 5 11 26 2 split_gain=95988 61561.3 213432 108809 64439.3 132474 67854.1 131972 44890 33125.9 93021 73172.3 57645.7 7696.2 6166.98 728.818 threshold=1048.2900000000002 650.90000000000009 80.954000000000022 1066.3056000000001 400.11250000000007 191.84395000000004 24.275832000000005 42.928500000000007 364.63500000000005 481.77300000000008 543.53000000000009 571.7600000000001 1066.3056000000001 944.45425000000012 2022.5000000000002 12.352500000000001 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 -11 12 -1 -12 -3 -6 right_child=-2 2 -4 -5 5 -7 -8 -9 -10 10 13 -13 -14 -15 -16 -17 leaf_value=-0.00029154768307077694 -0.5167968385749393 -0.34283237030872932 1.143216225306193 0.53064558282494545 -0.12064313873648644 -0.94754381847381597 -0.46820220121970546 0.75688529574871066 0.35280113122529455 0.75542439720847387 -0.033718049096279457 -0.46435729696470146 -0.44618531068851208 0.18823978923615955 -0.13548971818760039 -0.05678463101387024 leaf_weight=133894 36 26 21 28 120 20 39 20 36 22 61 34 29 21 32 21 leaf_count=133894 36 26 21 28 120 20 39 20 36 22 61 34 29 21 32 21 internal_value=0 -0.000362093 0.239405 0.0187066 -0.000553097 -0.171558 -0.0939592 -0.00330402 -0.000272546 -0.000367358 0.178034 -0.000505864 -0.000388103 0.0231248 -0.228436 -0.111132 internal_weight=0 134424 107 86 134317 220 200 161 134097 134061 104 133957 133923 82 58 141 internal_count=134460 134424 107 86 134317 220 200 161 134097 134061 104 133957 133923 82 58 141 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=47646.2 61256.8 58844.9 45072.3 36642.8 108420 55082.9 35791.9 74019.7 26086.8 25208.3 18560 10955 8301.86 2058.65 93.1643 threshold=657.87500000000011 81.106025000000017 1048.2900000000002 266.84000000000009 426.32200000000006 21.745000000000005 650.90000000000009 783.98480000000006 571.7600000000001 10.556303500000002 783.98480000000006 1066.3056000000001 739.41125000000011 1043.5418000000002 1043.5418000000002 539.28000000000009 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=-0.00054834326213370197 -0.35933545237002162 -0.71959826594591136 0.38803881862224676 0.47423135647177694 -0.11281406084696452 -0.8301789995602199 0.040161492171195842 0.30471045762300492 -0.48155450584366921 0.55649080485105518 0.18650696104223077 0.35590219103056814 0.15480073849360149 -0.085211297118145485 0.18219120005766551 -0.087405739561203982 leaf_weight=134021 23 20 39 20 27 21 52 32 32 20 22 29 24 23 24 31 leaf_count=134021 23 20 39 20 27 21 52 32 32 20 22 29 24 23 24 31 internal_value=0 -0.233107 -0.000343022 -0.000455778 -0.000526462 -0.189069 -0.000381764 -0.000557576 -0.000663165 0.233063 -0.0900209 0.153204 -0.0248822 0.0476287 0.252202 -0.0992338 internal_weight=0 88 134372 134333 134313 103 134210 134109 134053 101 68 81 82 45 56 58 internal_count=134460 88 134372 134333 134313 103 134210 134109 134053 101 68 81 82 45 56 58 is_linear=0 shrinkage=0.01 Tree=538 num_leaves=16 num_cat=0 split_feature=3 4 3 4 3 2 1 5 22 3 11 11 18 26 2 split_gain=93878.5 59197.5 208689 105888 63023.7 129567 66340.1 129432 45378.5 43987.7 35508.5 88514.1 70122.8 6045.63 715.553 threshold=1048.2900000000002 650.90000000000009 80.954000000000022 1066.3056000000001 400.11250000000007 191.84395000000004 24.275832000000005 42.928500000000007 255.07275000000001 364.63500000000005 481.77300000000008 543.53000000000009 571.7600000000001 2022.5000000000002 12.352500000000001 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=-0.00045761705516502755 -0.51108198821544648 -0.34053522949035353 1.1284775284358433 0.52155374782426012 -0.11948601874088248 -0.93708098125457773 -0.46295891774006381 0.74956244038045416 0.46455281328587306 0.34917065739631653 0.74766629912636506 0.032394507137345679 -0.45465560580001163 -0.13524268653243782 -0.056211302003690178 leaf_weight=133903 36 26 21 28 120 20 39 20 21 36 22 81 34 32 21 leaf_count=133903 36 26 21 28 120 20 39 20 21 36 22 81 34 32 21 internal_value=0 -0.000353664 0.234765 0.0165328 -0.000540965 -0.169657 -0.0929145 -0.00327646 -0.000263512 -0.000336315 -0.000430185 0.185171 -0.000572916 -0.22727 -0.110062 internal_weight=0 134424 107 86 134317 220 200 161 134097 134076 134040 103 133937 58 141 internal_count=134460 134424 107 86 134317 220 200 161 134097 134076 134040 103 133937 58 141 is_linear=0 shrinkage=0.01 Tree=539 num_leaves=10 num_cat=3 split_feature=3 25 0 2 22 25 11 24 26 split_gain=92010.3 54806.9 55986.3 53742.6 43479.9 35203.1 34173.4 14531.4 10458.7 threshold=1048.2900000000002 0 1083.9006000000002 1048.2900000000002 266.84000000000009 1 481.77300000000008 2 2022.5000000000002 decision_type=2 9 2 2 2 9 2 1 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=0.10943289518356324 -0.50597115794817604 -0.027508365868564592 0.3832072914274115 0.3803787480334978 0.46543544703722001 -0.00069605151609271462 0.17644041831340265 -0.14111894947797182 0.27113237977027893 leaf_weight=80 36 239 38 37 20 133584 109 237 80 leaf_count=80 36 239 38 37 20 133584 109 237 80 internal_value=0 -0.000350127 -0.000577258 -0.000685952 -0.000791023 -0.000860521 -0.000551591 -0.0858147 0.17909 internal_weight=0 134424 134264 134226 134189 134169 133693 476 160 internal_count=134460 134424 134264 134226 134189 134169 133693 476 160 cat_boundaries=0 5 10 11 cat_threshold=0 0 4 0 8192 0 1 0 671186944 131584 1000 is_linear=0 shrinkage=0.01 Tree=540 num_leaves=17 num_cat=0 split_feature=9 2 0 9 9 7 6 22 6 6 9 1 2 9 9 9 split_gain=59022.4 68759.8 56689.9 56380.4 170412 48983.7 45670.3 39240 34013.3 26596.5 23841 15546.7 12997.8 8807.7 3420.41 292.639 threshold=553.50000000000011 783.48000000000013 1083.9006000000002 362.49400000000003 396.4661000000001 1043.5418000000002 783.98480000000006 181.03050000000002 46.327155000000005 1043.5418000000002 482.64500000000004 72.009000000000015 1048.2900000000002 673.83140000000014 1023.8910000000002 442.89500000000004 decision_type=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 13 -8 15 12 -3 -2 -15 -6 right_child=8 11 -4 4 10 -7 9 -9 -10 -11 -12 -13 -14 14 -16 -17 leaf_value=-0.00028685134794817653 -0.31610819388990818 0.059458516792014797 0.37636454999446872 0.88385542643481285 -0.15391588460516048 -0.46178889030995579 0.48133094572251844 -0.32167835215204643 -0.61101422405242922 0.03791959524154663 0.24287891693115235 0.54158489847183222 0.3669661888054439 -0.14056263534646285 0.021002025127410891 -0.10735738553382733 leaf_weight=133963 23 27 40 29 27 23 31 38 20 24 25 20 28 38 20 27 leaf_count=133963 23 27 40 29 27 23 31 38 20 24 25 20 28 38 20 27 internal_value=0 0.000126395 -4.27416e-05 -0.000154945 0.228235 -0.000338913 -0.000259742 -0.000377992 -0.241704 0.287842 -0.0124355 0.302828 0.216008 -0.150516 -0.0848507 -0.130637 internal_weight=0 134302 134227 134187 108 134079 134056 134001 101 55 79 75 55 81 58 54 internal_count=134403 134302 134227 134187 108 134079 134056 134001 101 55 79 75 55 81 58 54 is_linear=0 shrinkage=0.01 Tree=541 num_leaves=18 num_cat=1 split_feature=9 2 9 3 3 12 25 1 18 6 1 2 9 9 9 9 3 split_gain=57847.9 67391.5 55204.1 458481 71199.8 46489.8 34862 73593.6 46019.2 33336.4 15237.3 12739.2 8632.43 3352.35 2634.78 294.231 68.5233 threshold=553.50000000000011 783.48000000000013 362.49400000000003 55.612650000000009 782.62500000000011 756.4475000000001 0 18.539550000000002 484.61250000000007 46.327155000000005 72.009000000000015 1048.2900000000002 673.83140000000014 1023.8910000000002 482.64500000000004 396.4661000000001 1048.2900000000002 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 14 5 6 7 -1 -8 12 11 -3 -2 -14 15 -4 -6 right_child=9 10 3 -5 16 -7 8 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 leaf_value=0.064585951568601141 -0.31294711227002353 0.058863931585241246 -0.026031302833557129 1.5926583335399627 -0.3139773710114615 -0.35447988843595662 -0.00060587314873217452 -0.25895337968259247 0.33863256251811985 -0.604904094696045 0.53616904544830324 0.3632965345361403 -0.13915701138345818 0.020792007923126219 -0.17943644480271773 -0.069557880446678252 -0.33406287178848731 leaf_weight=1408 23 27 25 20 35 37 132492 74 40 20 20 28 38 20 22 41 33 leaf_count=1408 23 27 25 20 35 37 132492 74 40 20 20 28 38 20 22 41 33 internal_value=0 0.000125131 -4.23142e-05 0.225953 -0.000224298 -6.0196e-05 3.7656e-05 0.0481062 -0.000503448 -0.239287 0.2998 0.213848 -0.149011 -0.0840022 -0.084662 -0.0530705 -0.323725 internal_weight=0 134302 134227 108 134119 134051 134014 1482 132532 101 75 55 81 58 88 66 68 internal_count=134403 134302 134227 108 134119 134051 134014 1482 132532 101 75 55 81 58 88 66 68 cat_boundaries=0 5 cat_threshold=262144 262147 0 427917312 33694272 is_linear=0 shrinkage=0.01 Tree=542 num_leaves=17 num_cat=0 split_feature=9 2 0 9 9 7 17 22 17 9 8 1 2 9 9 9 split_gain=56696.7 66050.4 55583.2 54159.3 167168 47975.1 40207.3 83674.1 53250.9 23743.9 19036.8 14934.1 12485.7 6136.12 264.291 33.309 threshold=553.50000000000011 783.48000000000013 1083.9006000000002 362.49400000000003 396.4661000000001 1043.5418000000002 407.74900000000008 231.57000000000002 751.80750000000012 482.64500000000004 70.952000000000012 72.009000000000015 1048.2900000000002 673.83140000000014 442.89500000000004 783.98480000000006 decision_type=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 14 13 12 -3 -2 -6 -15 right_child=10 11 -4 4 9 -7 8 -9 -10 -11 -12 -13 -14 15 -16 -17 leaf_value=-0.0002636408104176355 -0.30630468926646492 0.058275288122671624 0.37267341327667242 0.87304450059759209 -0.15475932496565359 -0.45700783092042679 0.40465325043751643 -0.52844559679428738 -0.2025203456878662 0.24011800422668458 -0.49705329396507958 0.53080738663673399 0.35966358033674106 -0.099682994115920298 -0.11051331584928212 -0.11553037153349983 leaf_weight=133954 22 27 40 29 27 23 52 30 20 25 22 20 28 21 27 36 leaf_count=133954 22 27 40 29 27 23 52 30 20 25 22 20 28 21 27 36 internal_value=0 0.000123879 -4.18911e-05 -0.000152994 0.223693 -0.000333301 -0.00025495 -0.000381905 0.235994 -0.0146761 -0.236894 0.296802 0.211709 -0.164445 -0.132636 -0.109692 internal_weight=0 134302 134227 134187 108 134079 134056 133984 72 79 101 75 55 79 54 57 internal_count=134403 134302 134227 134187 108 134079 134056 133984 72 79 101 75 55 79 54 57 is_linear=0 shrinkage=0.01 Tree=543 num_leaves=14 num_cat=0 split_feature=11 2 6 10 13 6 16 22 13 1 5 4 2 split_gain=47740.9 43826.2 37179.5 53059.1 33450.3 33328.9 31309.2 29306.2 23878.5 17901.2 14960.6 18367.3 4122.47 threshold=944.45425000000012 783.48000000000013 783.98480000000006 360.62500000000006 751.80750000000012 1043.5418000000002 756.4475000000001 231.57000000000002 8.0855000000000015 77.943750000000009 60.372500000000009 30.573250000000005 1048.2900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -4 7 -1 10 12 11 -5 -3 right_child=-2 9 5 8 -6 -7 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.00021746404249275896 -0.48859140872955326 0.057692545078418866 0.47657550811767579 -0.11730453567171935 -0.3338697969118754 -0.014166930770874026 -0.36883682686349623 -0.31771003671761217 -0.47700976057486105 0.49497291779518132 0.13005582940578461 -0.44316673040390014 0.2267094621254552 leaf_weight=133977 20 27 31 128 30 25 23 29 22 20 20 20 31 leaf_count=133977 20 27 31 128 30 25 23 29 22 20 20 20 31 internal_value=0 1.90177e-05 -0.000118607 -0.000226066 1.06091e-05 0.257494 8.53423e-05 0.000148662 -0.167218 0.236989 -0.12665 -0.16134 0.148029 internal_weight=0 134383 134305 134249 134059 56 134029 134006 190 78 168 148 58 internal_count=134403 134383 134305 134249 134059 56 134029 134006 190 78 168 148 58 is_linear=0 shrinkage=0.01 Tree=544 num_leaves=16 num_cat=1 split_feature=9 2 0 4 3 7 25 0 6 1 2 9 9 4 26 split_gain=55471 63709.2 54499.1 88985.8 68876.7 41448.9 41010.8 40410.2 32466.3 14325.6 12099 8315.24 3300.75 2490.67 5330.67 threshold=553.50000000000011 783.48000000000013 1083.9006000000002 544.35000000000002 1048.2900000000002 1043.5418000000002 0 3.4085000000000005 46.327155000000005 72.009000000000015 1048.2900000000002 673.83140000000014 1023.8910000000002 1066.3056000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 13 11 10 -3 -2 -13 14 -5 right_child=8 9 -4 7 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 -16 leaf_value=0.05234652944371064 -0.30612507783848308 0.057115611323603883 0.36902288472652439 -0.073155795484781266 0.46399257905781272 -0.43402186897667977 -0.00051624302716923398 -0.67163087391853338 -0.5951331717967987 0.52068371844291694 0.35379982228790013 -0.13615444208446303 0.022559025764465331 -0.26475095031590296 -0.23100088550992634 leaf_weight=1474 23 27 40 40 32 22 132524 20 20 20 28 38 20 29 46 leaf_count=1474 23 27 40 40 32 22 132524 20 20 20 28 38 20 29 46 internal_value=0 0.000123023 -3.97832e-05 -0.000149798 0.000108628 -2.1339e-06 6.91241e-05 -0.256761 -0.234319 0.291496 0.208155 -0.145229 -0.0814257 -0.184609 -0.157585 internal_weight=0 134302 134227 134187 134052 134020 133998 135 101 75 55 81 58 115 86 internal_count=134403 134302 134227 134187 134052 134020 133998 135 101 75 55 81 58 115 86 cat_boundaries=0 5 cat_threshold=262144 262147 0 427917312 33694272 is_linear=0 shrinkage=0.01 Tree=545 num_leaves=18 num_cat=3 split_feature=3 9 0 2 25 24 24 5 26 6 7 26 0 7 0 0 9 split_gain=161040 62432.5 88561.6 107773 75215.8 201003 97948 36571.7 34019.5 31632.9 28321.4 19658 38951.6 14442.8 4451.7 895.628 889.436 threshold=1048.2900000000002 673.83140000000014 542.34225000000004 1048.2900000000002 0 1 2 1066.3056000000001 2022.5000000000002 657.87500000000011 8.0855000000000015 2022.5000000000002 1083.9006000000002 9.2938305000000021 643.62800000000016 783.48000000000013 783.98480000000006 decision_type=2 2 2 2 9 1 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 8 -7 9 -1 -6 11 14 -13 16 -4 -16 -3 right_child=-2 13 10 -5 7 6 -8 -9 -10 -11 -12 12 -14 -15 15 -17 -18 leaf_value=0.34625300521850583 0.68832338017575878 0.43248955590384347 0.054199729606509213 0.55498255644525796 -0.00032195477053570816 -0.19120251235209015 0.11071365237559962 -0.39922834917579009 0.70665934077176173 -0.20713310650877051 -0.57100002118519377 -0.48187459598888049 0.018949596484502156 0.066031224250793455 -0.16510891646146775 -0.087467007514758 0.348201010457931 leaf_weight=50 34 21 20 35 133332 142 358 23 55 74 21 44 24 20 24 39 31 leaf_count=50 34 21 20 35 133332 142 358 23 55 74 21 44 24 20 24 39 31 internal_value=0 1.50006e-05 -0.000142895 0.00014803 3.14682e-06 0.110339 0.0229017 -0.000505377 0.488512 -0.000436672 -0.22691 -0.179056 -0.305113 0.294405 -0.0757811 -0.117045 0.382241 internal_weight=0 134313 134241 134069 134034 605 500 133429 105 133406 172 151 68 72 83 63 52 internal_count=134347 134313 134241 134069 134034 605 500 133429 105 133406 172 151 68 72 83 63 52 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=16 num_cat=0 split_feature=3 9 0 2 5 4 5 7 26 0 7 4 0 0 9 split_gain=157836 61190.1 86799.2 105628 36376.1 33060.5 32163.7 27757.8 19266.8 38176.5 14155.4 4553.15 4363.12 877.805 871.737 threshold=1048.2900000000002 673.83140000000014 542.34225000000004 1048.2900000000002 1066.3056000000001 783.48000000000013 364.99000000000007 8.0855000000000015 2022.5000000000002 1083.9006000000002 9.2938305000000021 1066.3056000000001 643.62800000000016 783.48000000000013 783.98480000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 12 -10 14 -7 -4 -14 -3 right_child=-2 10 7 -5 -6 11 -8 -9 9 -11 -12 -13 13 -15 -16 leaf_value=-8.4926645083007319e-06 0.68144015017677761 0.42816466104416623 0.053657735973596576 0.54943268789563859 -0.36039603048137259 -0.14090580676283154 0.1210036467164755 -0.56529004153751194 -0.47705584672364326 0.018760084708531698 0.065370897293090827 -0.30463249564170836 -0.16345782597859701 -0.086592338024041593 0.34471896848370953 leaf_weight=133718 34 21 20 35 28 35 220 21 44 24 20 33 24 39 31 leaf_count=133718 34 21 20 35 28 35 220 21 44 24 20 33 24 39 31 internal_value=0 1.47907e-05 -0.000141526 0.000146489 3.05531e-06 7.83592e-05 0.000190276 -0.224641 -0.177266 -0.302062 0.291461 -0.220361 -0.0750233 -0.115874 0.378418 internal_weight=0 134313 134241 134069 134034 134006 133938 172 151 68 72 68 83 63 52 internal_count=134347 134313 134241 134069 134034 134006 133938 172 151 68 72 68 83 63 52 is_linear=0 shrinkage=0.01 Tree=547 num_leaves=16 num_cat=4 split_feature=3 9 0 2 25 24 25 24 5 6 6 8 0 1 0 split_gain=154695 59972.4 85071.9 103526 73778.5 197034 80187.6 43635.5 35192.3 30984.8 17740.5 9514.98 6099.16 8328.35 8846.58 threshold=1048.2900000000002 673.83140000000014 542.34225000000004 1048.2900000000002 0 1 2 3 1066.3056000000001 657.87500000000011 4.5285000000000011 27.296500000000005 643.62800000000016 25.388750000000005 1083.9006000000002 decision_type=2 2 2 2 9 1 9 1 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 9 -6 12 -3 -4 14 -14 right_child=-2 11 10 -5 8 6 -8 -9 -10 -11 -12 -13 13 -15 -16 leaf_value=0.48362896894372032 0.67462568612659679 0.21725235517208394 -0.29811169469522109 0.5439384077617101 -0.00031968450822819882 0.13937217653208767 -0.16297745170593264 0.1753179385252297 -0.39163211094296502 -0.20500148911733884 -0.49472594420115151 0.47390954399108887 -0.12084737008437514 0.036509899616241459 -0.32666315940118607 leaf_weight=105 34 52 36 35 133332 135 215 150 23 74 21 20 64 20 31 leaf_count=105 34 52 36 35 133332 135 215 150 23 74 21 20 64 20 31 internal_value=0 1.46428e-05 -0.000140111 0.000145024 3.02473e-06 0.10928 -0.0457249 0.315729 -0.000500617 -0.000433221 -0.222395 0.288546 -0.184521 -0.148962 -0.188008 internal_weight=0 134313 134241 134069 134034 605 350 255 133429 133406 172 72 151 115 95 internal_count=134347 134313 134241 134069 134034 605 350 255 133429 133406 172 72 151 115 95 cat_boundaries=0 5 6 10 11 cat_threshold=0 2 4100 16842752 8192 1413 0 0 4 16842752 5 is_linear=0 shrinkage=0.01 Tree=548 num_leaves=24 num_cat=3 split_feature=0 7 2 2 5 0 5 24 25 24 9 1 0 7 12 26 0 0 0 26 26 0 26 split_gain=63542.6 167970 164935 114512 111561 59253.8 228520 50803.4 48597.1 218839 58111.1 44958.3 48997.5 39433.4 38869.9 34297.5 31553.5 9562.05 6494.46 5868.03 4874.38 3764.3 2463.07 threshold=393.82500000000005 110.69500000000002 91.035000000000011 1048.2900000000002 52.149000000000008 290.96350000000007 67.130500000000012 0 1 2 783.98480000000006 5.2410000000000005 309.85375000000005 1043.5418000000002 137.61420000000001 2022.5000000000002 783.48000000000013 643.62800000000016 542.34225000000004 2022.5000000000002 2022.5000000000002 783.48000000000013 2022.5000000000002 decision_type=2 2 2 2 2 2 2 1 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 5 7 8 11 16 9 19 13 12 -7 14 -10 17 18 -9 -2 -1 -14 -17 -11 right_child=1 -3 -4 -5 -6 6 -8 15 10 22 -12 -13 20 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.40817432905498302 -0.23832528145289888 -0.91226014559085555 0.62868956506252294 0.55675701495763419 -0.87224861562252043 0.30056108132386816 1.1883909988403321 0.32727192470005584 -0.00056864998869701343 -0.13590735413292623 0.39082174897193911 0.50209389257431025 -0.18949911036389938 -0.41431782766528746 0.082697918851517449 -0.16218106172301552 -0.57876502532958984 0.074097602550800029 -0.048776502822126658 0.54929316082938773 -0.053993350990483018 -0.0064895846446355191 -0.061851210982300515 leaf_weight=57 51 26 30 37 20 39 20 35 132892 94 38 20 47 23 563 44 25 26 28 61 61 24 86 leaf_count=57 51 26 30 37 20 39 20 35 132892 94 38 20 47 23 563 44 25 26 28 61 61 24 86 internal_value=0 -0.143052 -0.0723831 0.000514195 -0.155514 0.000360607 0.178243 -0.0939919 0.000112022 0.125579 -0.000177405 0.0572677 -0.00325286 -0.000288732 -0.000217377 0.0438082 -0.245522 0.219362 -0.171143 0.443538 -0.112963 -0.107231 -0.0952342 internal_weight=0 309 283 134038 253 134001 187 233 133814 298 133516 167 147 133478 133455 129 104 61 79 118 108 68 180 internal_count=134347 309 283 134038 253 134001 187 233 133814 298 133516 167 147 133478 133455 129 104 61 79 118 108 68 180 cat_boundaries=0 1 6 7 cat_threshold=3218 0 0 4 16842752 8192 1318 is_linear=0 shrinkage=0.01 Tree=549 num_leaves=21 num_cat=4 split_feature=3 9 0 25 24 25 24 5 6 26 1 7 26 0 7 0 26 26 0 9 split_gain=151698 57876.8 82124.9 62511.5 200728 92115.9 67622.6 48733.4 47211.9 33224.9 29955.7 26401.7 18625.7 37463.9 13899.9 4264.8 3660.02 1264.09 919.932 898.553 threshold=1048.2900000000002 673.83140000000014 542.34225000000004 0 1 2 3 1066.3056000000001 657.87500000000011 2022.5000000000002 437.49875000000003 8.0855000000000015 2022.5000000000002 1083.9006000000002 9.2938305000000021 643.62800000000016 2022.5000000000002 2022.5000000000002 783.48000000000013 783.98480000000006 decision_type=2 2 2 9 1 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 9 6 -6 8 10 -1 -5 12 15 -14 19 -4 -10 -7 -17 -3 right_child=-2 14 11 7 5 17 -8 -9 16 -11 -12 -13 13 -15 -16 18 -18 -19 -20 -21 leaf_value=0.33733083190917967 0.66805792177424705 0.42013373874482651 0.05544356380403042 -0.00028794713868868287 0.11600320748523274 0.17070853576801792 -0.18706999979187955 -0.45090101316571235 -0.35475713543269949 0.69350305002385926 0.12039385448960425 -0.55073345218385972 -0.46836164496161725 0.022805106043815613 0.059417845726013184 -0.16087952435016634 -0.20369810126862437 0.22287600628165311 -0.082191204413389549 0.33541432938268112 leaf_weight=50 34 21 20 133152 103 101 216 24 23 55 206 21 44 24 20 24 53 86 39 31 leaf_count=50 34 21 20 133152 103 101 216 24 23 55 206 21 44 24 20 24 53 86 39 31 internal_value=0 1.30839e-05 -0.000138942 0.000141211 0.100239 0.0140299 -0.088661 -0.000324547 -0.000243529 0.478341 -0.000101528 -0.21851 -0.172307 -0.295009 0.283458 -0.0717794 -0.249413 0.184817 -0.112168 0.369628 internal_weight=0 134313 134241 134069 611 506 319 133458 133434 105 133358 172 151 68 72 83 76 187 63 52 internal_count=134347 134313 134241 134069 611 506 319 133458 133434 105 133358 172 151 68 72 83 76 187 63 52 cat_boundaries=0 5 6 11 12 cat_threshold=0 2 4100 16842752 8192 5 0 2 4096 0 8192 1664 is_linear=0 shrinkage=0.01 Tree=550 num_leaves=31 num_cat=12 split_feature=3 0 24 6 26 1 25 24 25 25 9 1 25 24 1 24 0 25 6 26 24 26 26 26 25 0 24 0 26 26 split_gain=79117.2 48360.3 294165 213722 262597 157894 40637.3 121708 127798 65337.9 49940.5 47474.6 180034 177069 54403.6 41504.2 38277.4 34122.1 32278.8 21134.1 20507.9 15906.2 14160.9 13936 13497.7 7118.07 5796.48 3704.36 10220.8 3222.15 threshold=1048.2900000000002 431.47500000000008 0 42.854000000000006 2022.5000000000002 6.2950000000000008 1 2 3 4 1023.8910000000002 40.324500000000008 5 6 650.90000000000009 7 643.62800000000016 8 482.64500000000004 2022.5000000000002 9 2022.5000000000002 2022.5000000000002 2022.5000000000002 10 542.34225000000004 11 783.48000000000013 2022.5000000000002 2022.5000000000002 decision_type=2 2 1 2 2 2 9 1 9 9 2 2 9 1 2 1 2 9 2 2 1 2 2 2 9 2 1 2 2 2 left_child=1 6 3 4 25 16 7 8 19 22 11 17 13 -13 -14 21 -4 26 -19 -1 29 -10 -9 -17 -22 -3 -8 -18 -29 -11 right_child=-2 2 5 -5 -6 -7 10 9 15 20 -12 12 14 -15 -16 23 27 18 -20 -21 24 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.34980278895451472 0.46344320039491393 0.16529762247334356 0.23695775776467426 -0.35149035096168518 1.4255234740392582 -0.75828593464458693 -0.043408433098059432 -0.16700472171490011 0.040968503795686319 -0.042375453068659856 0.45635315577189128 0.29713999937033519 -0.056965291650128806 0.050401310811525005 -0.55959687926552515 0.085504598927691702 -0.22579815224364955 -0.0002959179501790931 -0.17324897078728235 0.62317032598680067 -0.020067424937191172 -0.18647592429191837 -0.40152369284162331 0.23762386212914677 0.12601327356302514 0.41689856962724164 -0.11734311154586735 -0.23405436468124388 0.085646123647689823 -0.14356524037533119 leaf_weight=52 37 23 47 20 37 34 250 52 61 65 24 348 1017 1629 22 123 27 129193 108 62 107 62 51 118 149 22 253 20 20 61 leaf_count=52 37 23 47 20 37 34 250 52 61 65 24 348 1017 1629 22 123 27 129193 108 62 107 62 51 118 149 22 253 20 20 61 internal_value=0 0.000961653 0.139915 0.524002 0.801439 -0.15006 0.000702038 0.0650924 0.176886 -0.0464356 0.000230348 0.000147946 0.0393697 0.0951102 -0.0669636 0.0788616 0.0181781 -0.000763373 -0.000440345 0.458277 0.015756 -0.0681386 -0.25807 0.153612 0.0664971 0.288303 -0.0821587 -0.135294 -0.0742041 -0.0846462 internal_weight=0 134057 250 102 82 148 133807 963 478 485 132844 132820 3016 1977 1039 364 114 129804 129301 114 382 123 103 241 256 45 503 67 40 126 internal_count=134094 134057 250 102 82 148 133807 963 478 485 132844 132820 3016 1977 1039 364 114 129804 129301 114 382 123 103 241 256 45 503 67 40 126 cat_boundaries=0 1 7 8 13 18 24 25 26 32 33 37 38 cat_threshold=3842 1048576 262146 4100 134283392 139328 512 1637 0 2 4 65536 8192 0 2 4 0 139264 852018688 537920672 4211968 4333604 16777216 33554432 19 1056 0 1 0 536870912 6144 8352 10 0 0 4096 65536 2110 is_linear=0 shrinkage=0.01 Tree=551 num_leaves=15 num_cat=2 split_feature=3 4 16 1 24 9 5 5 19 18 6 9 4 24 split_gain=77542.7 36492.3 33946.7 35135.5 123537 442406 473957 89068.3 102171 37219.3 43434.2 48830.8 33160.2 32827.2 threshold=1048.2900000000002 1066.3056000000001 756.4475000000001 40.324500000000008 0 13.016250000000001 47.834250000000004 242.64500000000001 102.03000000000002 650.90000000000009 336.95674000000002 1023.8910000000002 40.918800000000005 1 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 1 left_child=1 2 3 9 5 6 -5 8 -6 10 11 -1 -9 -12 right_child=-2 -3 -4 4 7 -7 -8 12 -10 -11 13 -13 -14 -15 leaf_value=0.00025540783385377615 0.45880880162522603 0.33345115683295512 -0.33000769055658774 -0.062744342042505744 0.01648698252260572 1.2944499499457223 1.5518037774562836 -0.59387352228164669 0.6236022132209369 0.39392479499181116 0.0055816930006532105 0.47141927155581387 -0.082471895217895511 -0.22986659328763684 leaf_weight=130601 37 33 31 200 2767 35 20 32 28 24 109 22 21 134 leaf_count=130601 37 33 31 200 2767 35 20 32 28 24 109 22 21 134 internal_value=0 0.000952255 0.000870386 0.000946936 0.0342048 0.240728 0.0840328 0.0148161 0.022569 0.000158495 8.62804e-05 0.000334763 -0.391243 -0.133484 internal_weight=0 134057 134024 133993 3103 255 220 2848 2795 130890 130866 130623 53 243 internal_count=134094 134057 134024 133993 3103 255 220 2848 2795 130890 130866 130623 53 243 cat_boundaries=0 1 2 cat_threshold=3 659 is_linear=0 shrinkage=0.01 Tree=552 num_leaves=25 num_cat=9 split_feature=3 2 25 24 25 25 4 3 4 24 26 25 5 25 7 24 26 26 26 2 26 24 26 26 split_gain=75999.6 50851.7 37295 141992 131934 76530.6 49502.2 65328.3 104623 49090.4 38153.2 34430.4 35223.3 95682.2 71042.4 23046 21184.9 12235.3 11819.6 7335.98 6406.8 4396.85 1630.64 20.2555 threshold=1048.2900000000002 1048.2900000000002 0 1 2 3 650.90000000000009 80.954000000000022 1066.3056000000001 4 2022.5000000000002 5 26.385000000000002 6 657.87500000000011 7 2022.5000000000002 2022.5000000000002 2022.5000000000002 53.343499999999999 2022.5000000000002 8 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 1 9 9 2 2 2 1 2 9 2 9 2 1 2 2 2 2 2 1 2 2 left_child=1 2 3 4 10 15 11 8 22 18 -1 19 14 -14 -13 20 -11 -7 -6 21 -5 -4 -8 -17 right_child=-2 -3 6 5 9 17 7 -9 -10 16 -12 12 13 -15 -16 23 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.31995441895944099 0.45422071688884014 0.36198429578389879 -0.10137874845415354 -0.023677431583404542 0.017313103162325344 -0.17858022853509703 -0.22483575807219106 0.7227168991452172 0.69805315560102454 0.081140265849328819 0.687813789238364 -0.00041194512446393898 0.067154594344048565 -0.048158899619311531 0.37660260660350325 0.080646505868139345 0.26752356326580051 -0.37115549204899717 -0.17489820677136617 -0.26363530015945436 -0.16981430904070535 -0.041599767671504494 -0.10912987333947215 0.07488386893660072 leaf_weight=54 37 39 246 60 65 67 21 21 20 124 59 128892 2368 1025 50 121 120 65 63 20 60 345 29 123 leaf_count=54 37 39 246 60 65 67 21 21 20 124 59 128892 2368 1025 50 121 120 65 63 20 60 345 29 123 internal_value=0 0.000942565 0.0008375 0.0619566 0.18208 -0.0567797 0.000382129 0.233536 0.0867821 0.084479 0.470395 0.000222566 0.000571105 0.0323752 -0.00026575 0.0196776 0.166001 -0.254155 -0.0716901 -0.0740637 -0.0893039 -0.0689017 -0.157726 0.0746809 internal_weight=0 134057 134018 981 485 496 133037 91 70 372 113 132946 132335 3393 128942 364 244 132 128 611 120 591 50 244 internal_count=134094 134057 134018 981 485 496 133037 91 70 372 113 132946 132335 3393 128942 364 244 132 128 611 120 591 50 244 cat_boundaries=0 6 7 12 18 19 25 31 32 33 cat_threshold=1048576 262146 4100 134283392 139328 512 1637 0 2 4 65536 8192 0 262144 4096 134217856 64 512 1056 0 17 0 536870912 4096 8352 816367104 1049504 677397568 2147483680 16777217 33554432 10 2881 is_linear=0 shrinkage=0.01 Tree=553 num_leaves=22 num_cat=9 split_feature=3 2 0 24 4 0 1 0 25 24 25 25 9 1 25 24 25 26 24 26 0 split_gain=74487.2 49839.8 54140.4 277294 412055 112747 107057 49178 44873.3 124746 145914 63565.3 47928.8 40105.3 163753 38133.5 32125.1 27724.5 18722.5 13683.2 4555.25 threshold=1048.2900000000002 1048.2900000000002 431.47500000000008 0 40.918800000000005 643.62800000000016 6.2950000000000008 479.65650000000011 1 2 3 4 1023.8910000000002 40.324500000000008 5 6 7 2022.5000000000002 8 2022.5000000000002 643.62800000000016 decision_type=2 2 2 1 2 2 2 2 9 1 9 9 2 2 9 1 9 2 1 2 2 left_child=1 2 8 4 5 -4 7 -5 9 10 17 19 13 16 -15 -12 -10 -1 -13 -11 -9 right_child=-2 -3 3 6 -6 -7 -8 20 12 11 15 18 -14 14 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.36257664212993546 0.44967847566346864 0.35836441015585879 0.61399000439532969 0.43318112611770632 1.8533759193420412 -0.11894530313770946 -0.65130621881195994 0.0044318225151962704 -0.079911111546680333 -0.16351653209099404 -0.062937880646098746 -0.079466372525250475 0.4469024181365967 0.089412324436299762 -0.065305405127183164 0.15042511972298184 -0.00054295456780981577 0.68093561851372164 0.065350044669961568 -0.39404552889805217 -0.15081587019420806 leaf_weight=51 37 39 43 21 20 41 33 27 502 52 122 125 24 1969 1038 241 129280 59 256 51 63 leaf_count=51 37 39 43 21 20 41 33 27 502 52 122 125 24 1969 1038 241 129280 59 256 51 63 internal_value=0 0.000933047 0.000829032 0.148445 0.513968 0.256248 -0.141416 -0.002567 0.000555364 0.0684297 0.182434 -0.0444211 6.11302e-05 -1.96263e-05 0.0360848 0.0789515 -0.000856152 0.488888 0.0170208 -0.25309 -0.104242 internal_weight=0 134057 134018 248 104 84 144 111 133770 957 473 484 132813 132789 3007 363 129782 110 381 103 90 internal_count=134094 134057 134018 248 104 84 144 111 133770 957 473 484 132813 132789 3007 363 129782 110 381 103 90 cat_boundaries=0 1 7 8 13 18 24 25 31 32 cat_threshold=1858 1048576 262146 4100 134283392 139328 512 1637 0 2 4 65536 8192 0 2 4 0 139264 852018688 537920672 4211968 4333604 16777216 33554432 1056 0 1 0 536870912 6144 8352 10 is_linear=0 shrinkage=0.01 Tree=554 num_leaves=21 num_cat=1 split_feature=2 6 6 10 7 9 2 26 9 8 0 12 0 4 25 9 13 4 11 12 split_gain=53616.2 61677 61901.5 36707.2 85822.6 67752.2 428336 65289.5 54534.1 101398 58651.9 53849.7 58077.7 367393 44703.6 34604.7 21801 19247 11920.6 5167.51 threshold=1048.2900000000002 783.98480000000006 1043.5418000000002 202.43550000000005 161.90640000000005 362.49400000000003 66.150000000000006 2022.5000000000002 27.234500000000004 73.217700000000022 89.32950000000001 482.64500000000004 431.47500000000008 79.720000000000013 0 215.97850000000003 48.14950000000001 1.1950000000000003 41.453500000000005 756.4475000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 3 -3 5 8 11 7 -7 10 15 18 12 14 -14 -1 -10 -6 -9 -5 -13 right_child=-2 2 -4 4 16 6 -8 17 9 -11 -12 19 13 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.088473125164071575 0.36710704773664476 0.64265408198038743 -0.0052591108453684844 -0.08927389406345107 -0.30270676119574186 0.51344670762186473 1.5370644875935144 -0.11207468681668831 0.16184244211854004 0.80743848192691803 -0.62536688423156739 -0.18078970358921934 0.030030399316378187 1.3886166836998681 0.00033717121415755496 -0.32978356122970581 -0.72577861978894187 0.21010102835568514 0.10762855259435516 -0.3353980868128506 leaf_weight=568 40 30 29 253 29 23 21 118 41 20 20 52 209 22 132482 22 21 22 35 37 leaf_count=568 40 30 29 253 29 23 21 118 41 20 20 52 209 22 132482 22 21 22 35 37 internal_value=0 0.000937084 0.324188 0.000794751 -0.0902889 0.00109551 0.192853 0.0196729 -0.040403 0.187097 -0.10171 0.00083096 0.00099516 0.15942 0.000720105 -0.00983648 -0.480397 -0.0614471 -0.0653448 -0.245065 internal_weight=0 134054 59 133995 441 133554 184 163 391 83 308 133370 133281 231 133050 63 50 140 288 89 internal_count=134094 134054 59 133995 441 133554 184 163 391 83 308 133370 133281 231 133050 63 50 140 288 89 cat_boundaries=0 5 cat_threshold=1048576 262146 4 134250624 139328 is_linear=0 shrinkage=0.01 Tree=555 num_leaves=15 num_cat=0 split_feature=3 9 1 1 2 2 13 7 4 0 1 0 1 9 split_gain=90365.1 49489.5 48414.6 89342.2 188820 141731 34985.4 58005.3 40118.6 23793.8 20530.2 668.668 10923.6 481.335 threshold=1048.2900000000002 783.98480000000006 789.60480000000007 437.49875000000003 160.61250000000001 1048.2900000000002 147.53613000000004 134.02375000000004 71.921962500000021 139.33500000000001 543.20000000000016 70.967000000000013 1066.3056000000001 1023.8910000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 9 6 8 -8 -1 10 -5 12 -4 -3 right_child=-2 13 11 4 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.00035332955187834157 0.50802532686505997 -0.34419610102971399 -0.35269972516644388 -0.080459519545237224 1.1431934280395508 -0.72462702733499029 -0.046103007610878648 -0.39377460956573485 0.048200762612031281 0.40234809419383177 0.17800623036566238 -0.28598839759826661 -0.08021062731742859 -0.28264708554303203 leaf_weight=131810 35 24 31 60 20 27 431 54 1724 23 63 24 28 27 leaf_count=131810 35 24 31 60 20 27 431 54 1724 23 63 24 28 27 internal_value=0 -0.00016081 -4.25334e-05 0.000106781 0.231956 -0.000180337 -3.43868e-05 -0.0848128 0.000273531 0.107129 0.0519254 -0.241486 -0.223383 -0.311611 internal_weight=0 134346 134295 134212 166 134046 134019 485 133534 146 123 83 59 51 internal_count=134381 134346 134295 134212 166 134046 134019 485 133534 146 123 83 59 51 is_linear=0 shrinkage=0.01 Tree=556 num_leaves=14 num_cat=1 split_feature=3 9 1 1 2 2 26 25 1 0 1 9 26 split_gain=88566.8 48504.7 47451.1 87564.3 185063 138910 51623.8 34582.7 31782.2 23320.3 20121.6 471.757 139.963 threshold=1048.2900000000002 783.98480000000006 789.60480000000007 437.49875000000003 160.61250000000001 1048.2900000000002 2022.5000000000002 0 395.70800000000008 139.33500000000001 543.20000000000016 1023.8910000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 5 9 7 -4 12 -9 10 -5 -3 -1 right_child=-2 11 6 4 -6 -7 -8 8 -10 -11 -12 -13 -14 leaf_value=0.19239916536543106 0.50294514874049601 -0.34075414786736169 0.05298934146336147 -0.07965493106842042 1.1317615108489991 -0.7173807560956037 -0.45203135803341865 -9.7949024748165709e-05 -0.26018538211254361 0.39832462808360225 0.17622617831305853 -0.27982058948940702 0.17029403295673309 leaf_weight=54 35 24 35 60 20 27 48 133857 47 23 63 27 61 leaf_count=54 35 24 35 60 20 27 48 133857 47 23 63 27 61 internal_value=0 -0.000159202 -4.2108e-05 0.000105713 0.229636 -0.000178533 -0.239071 -3.40428e-05 -0.000189225 0.106058 0.0514061 -0.308495 0.16622 internal_weight=0 134346 134295 134212 166 134046 83 134019 133904 146 123 51 115 internal_count=134381 134346 134295 134212 166 134046 83 134019 133904 146 123 51 115 cat_boundaries=0 3 cat_threshold=0 2 4 is_linear=0 shrinkage=0.01 Tree=557 num_leaves=14 num_cat=0 split_feature=3 9 1 1 5 2 1 26 13 6 4 1 9 split_gain=86804.3 47539.4 46506.9 85821.8 182223 136146 70878.8 50596.4 34276.9 72369.5 39325.2 30567.1 462.368 threshold=1048.2900000000002 783.98480000000006 789.60480000000007 437.49875000000003 64.831750000000014 1048.2900000000002 480.00160000000005 2022.5000000000002 147.53613000000004 140.11850000000001 71.921962500000021 543.20000000000016 1023.8910000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 6 8 -5 -4 10 -10 -1 -8 -3 right_child=-2 12 7 4 -6 -7 11 -9 9 -11 -12 -13 -14 leaf_value=-0.00034954964298654893 0.49791568183898927 -0.3373466032743454 0.052459450449262354 0.50856344786557284 1.0979456124986922 -0.71020694511908078 -0.26379462398801534 -0.44751104722420371 -0.050409684452143583 -0.52884247849969301 0.04772202742169341 0.092620946494015768 -0.27702239690003572 leaf_weight=131810 35 24 35 33 21 27 35 48 451 34 1724 77 27 leaf_count=131810 35 24 35 33 21 27 35 48 451 34 1724 77 27 internal_value=0 -0.00015761 -4.1687e-05 0.000104656 0.22734 -0.000176748 0.101252 -0.23668 -3.37025e-05 -0.0839493 0.000271082 -0.0187589 -0.30541 internal_weight=0 134346 134295 134212 166 134046 145 83 134019 485 133534 112 51 internal_count=134381 134346 134295 134212 166 134046 145 83 134019 485 133534 112 51 is_linear=0 shrinkage=0.01 Tree=558 num_leaves=14 num_cat=1 split_feature=3 9 1 1 2 2 26 25 4 0 1 9 26 split_gain=85076.9 46593.4 45581.4 84114 180617 133437 49589.6 33895.8 32926.2 22574.1 19860.5 453.168 136.748 threshold=1048.2900000000002 783.98480000000006 789.60480000000007 437.49875000000003 160.61250000000001 1048.2900000000002 2022.5000000000002 0 71.921962500000021 139.33500000000001 543.20000000000016 1023.8910000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 5 9 7 -4 12 -9 10 -5 -3 -1 right_child=-2 11 6 4 -6 -7 -8 8 -10 -11 -12 -13 -14 leaf_value=0.19046083821190729 0.49293646526336676 -0.3339731418093046 0.05193488611493792 -0.080996785958608 1.1162911891937257 -0.70310487385149356 -0.44303592974940936 -0.00075961931803862864 0.042755876102407595 0.39053410281305734 0.17321855879965284 -0.27425215562184652 0.16861100118668354 leaf_weight=54 35 24 35 60 20 27 48 132142 1762 23 63 27 61 leaf_count=54 35 24 35 60 20 27 48 132142 1762 23 63 27 61 internal_value=0 -0.000156034 -4.12701e-05 0.000103609 0.225067 -0.000174981 -0.234313 -3.33655e-05 -0.000186999 0.102981 0.0492111 -0.302356 0.164561 internal_weight=0 134346 134295 134212 166 134046 83 134019 133904 146 123 51 115 internal_count=134381 134346 134295 134212 166 134046 83 134019 133904 146 123 51 115 cat_boundaries=0 3 cat_threshold=0 2 4 is_linear=0 shrinkage=0.01 Tree=559 num_leaves=17 num_cat=0 split_feature=9 1 1 2 2 6 7 6 9 26 4 0 1 1 9 26 split_gain=78148 58289.4 85500.2 207903 130849 71403.7 47525 45773.6 40357 34523.7 30719.5 22987.4 21335 15062 7571 852.961 threshold=783.98480000000006 789.60480000000007 437.49875000000003 171.33900000000003 1048.2900000000002 783.98480000000006 482.16800000000006 1043.5418000000002 362.49400000000003 2022.5000000000002 5.6142500000000011 139.33500000000001 543.20000000000016 480.00160000000005 1023.8910000000002 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 8 -7 -1 -3 -8 12 13 -4 -2 -14 right_child=14 9 3 -5 -6 7 10 -9 -10 -11 -12 -13 15 -15 -16 -17 leaf_value=4.6687490895084878e-06 -0.51301476421356196 -0.032118542129928998 0.085444785577279539 1.1829847850799562 -0.69607382633067949 0.64367382696696696 -0.11857365348935128 0.066604546705881756 0.17172498586186527 -0.43860557136436307 -0.51696727494398753 0.38662877393805462 0.20133143622624247 -0.23091784161679887 -0.27150966026164869 0.12612188167572022 leaf_weight=133734 25 37 27 20 27 28 100 27 137 48 24 23 38 34 27 25 leaf_count=133734 25 37 27 20 27 28 100 27 137 48 24 23 38 34 27 25 internal_value=0 0.00012271 0.000288467 0.226417 6.81183e-06 0.000147015 -8.4993e-07 0.360385 0.000180403 -0.261664 -0.195682 0.0962715 0.0424149 -0.0908885 -0.387618 0.171486 internal_weight=0 134329 134244 167 134077 134050 133995 55 133871 85 124 147 124 61 52 63 internal_count=134381 134329 134244 167 134077 134050 133995 55 133871 85 124 147 124 61 52 63 is_linear=0 shrinkage=0.01 Tree=560 num_leaves=17 num_cat=0 split_feature=1 1 5 1 14 3 1 0 9 9 14 5 13 1 14 1 split_gain=49629.5 72846.5 181763 86985.5 60014.8 122947 45647.9 45709.7 45226.8 38294.6 59718.3 44950.8 30204.4 1960.34 1417.05 996.143 threshold=789.60480000000007 437.49875000000003 120.129 480.00160000000005 479.13100000000003 1048.2900000000002 543.20000000000016 34.665000000000006 1023.8910000000002 172.67400000000001 189.36750000000004 400.11250000000007 27.250000000000004 1066.3056000000001 739.41125000000011 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 -3 5 8 -5 15 9 11 -11 -1 14 -2 -6 -8 right_child=13 2 -4 6 12 -7 7 -9 -10 10 -12 -13 -14 -15 -16 -17 leaf_value=0.0012854833376877127 -0.30273913505749828 0.51373543793814525 1.0816660454159692 -0.39170249589284262 -0.19708518060478003 0.68852367987999541 0.27933197755080003 -0.30934742927551268 0.4348615042368571 -0.10567429219723876 0.43848138355073474 -0.14726919407718905 -0.59395306973230266 -0.20181699903387773 -0.10180574558399341 0.19092442741394042 leaf_weight=132961 39 35 21 30 37 26 26 22 24 509 21 204 21 38 27 25 leaf_count=132961 39 35 21 30 37 26 26 22 24 509 21 204 21 38 27 25 internal_value=0 0.00101721 0.214936 0.0830418 0.000763061 0.000931881 -0.0633104 0.0716452 0.000798187 0.000720267 -0.0841134 0.00105791 -0.26487 -0.252933 -0.156889 0.235995 internal_weight=0 133989 159 138 133830 133745 103 73 133719 133695 530 133165 85 77 64 51 internal_count=134066 133989 159 138 133830 133745 103 73 133719 133695 530 133165 85 77 64 51 is_linear=0 shrinkage=0.01 Tree=561 num_leaves=16 num_cat=0 split_feature=1 1 5 2 1 14 3 1 0 26 16 16 13 26 14 split_gain=48641.9 71396.9 178146 125476 85254.5 58894.4 120442 44739.5 44800.1 37166.3 36147.2 33543.2 29603.3 17055.5 1388.85 threshold=789.60480000000007 437.49875000000003 120.129 1048.2900000000002 480.00160000000005 479.13100000000003 1048.2900000000002 543.20000000000016 34.665000000000006 2022.5000000000002 756.4475000000001 389.63011200000005 27.250000000000004 2022.5000000000002 739.41125000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 5 -3 6 10 -6 13 -2 11 -1 14 -9 -7 right_child=9 2 -4 -5 7 12 -8 8 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.00091517096829090566 0.010127574801445008 0.50859807041713168 1.0708493909381684 -0.56637734177785048 -0.38778547064463298 -0.19511432776579987 0.68163835378793569 0.3993769448144095 -0.30625396901910956 -0.43567099152670963 -0.37187218809357059 0.22307118258055517 -0.588013543117614 0.031862192775892174 -0.1007876874782421 leaf_weight=133586 32 35 21 39 30 37 26 28 22 45 26 68 21 23 27 leaf_count=133586 32 35 21 39 30 37 26 28 22 45 26 68 21 23 27 internal_value=0 0.00100704 0.212786 0.000755431 0.0822113 0.00092075 0.00108803 -0.0626773 0.0709287 -0.250404 0.000955672 0.0010282 -0.262221 0.233635 -0.15532 internal_weight=0 133989 159 133830 138 133791 133706 103 73 77 133680 133654 85 51 64 internal_count=134066 133989 159 133830 138 133791 133706 103 73 77 133680 133654 85 51 64 is_linear=0 shrinkage=0.01 Tree=562 num_leaves=13 num_cat=1 split_feature=8 6 3 16 16 2 0 24 18 8 16 8 split_gain=43461.8 90117.5 52387.9 38259.2 32890.4 31408.1 32888.6 161291 38080.8 11113.5 1107.52 633.931 threshold=571.7600000000001 91.790000000000006 1048.2900000000002 756.4475000000001 389.63011200000005 1048.2900000000002 431.47500000000008 0 334.44375000000008 1048.2900000000002 498.22192500000011 804.02882000000011 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 left_child=2 9 3 4 5 6 8 -8 -1 11 -6 -2 right_child=1 -3 -4 -5 10 -7 7 -9 -10 -11 -12 -13 leaf_value=0.00064081905271976772 0.041752105445453998 -0.7892524316481182 0.42599213172649514 -0.38264611216691824 0.16929735015939784 -0.2725374235815945 0.40284307190504942 -0.10243221323017951 0.25055282187999273 -0.24596408646215093 0.25138820069176809 -0.026709233612886497 leaf_weight=133493 38 21 29 26 27 42 100 144 61 22 42 21 leaf_count=133493 38 21 29 26 27 42 100 144 61 22 42 21 internal_value=0 -0.205488 0.00101113 0.000919108 0.000993582 0.000881053 0.000966881 0.11696 0.000754965 -0.0541423 0.219266 0.0173845 internal_weight=0 102 133964 133935 133909 133840 133798 244 133554 81 69 59 internal_count=134066 102 133964 133935 133909 133840 133798 244 133554 81 69 59 cat_boundaries=0 1 cat_threshold=3842 is_linear=0 shrinkage=0.01 Tree=563 num_leaves=15 num_cat=0 split_feature=1 1 3 2 3 26 16 10 16 9 2 1 1 1 split_gain=47727.6 69978.3 139116 121727 38122.8 36356.2 34369.8 31555.7 60985.3 37999.1 25465.5 37603.1 44061.7 4906.48 threshold=789.60480000000007 437.49875000000003 9.3117500000000017 1048.2900000000002 1048.2900000000002 2022.5000000000002 756.4475000000001 233.07000000000002 92.928220000000024 1023.8910000000002 11.163000000000002 480.00160000000005 543.20000000000016 650.90000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 4 6 -2 7 9 -9 -1 11 -3 -13 -14 right_child=5 2 -4 -5 -6 -7 -8 8 -10 -11 -12 12 13 -15 leaf_value=0.0010751945127617406 0.0096283188462257391 0.50532510519027707 0.78864107016361118 -0.55785571305606607 0.36985269001552035 -0.43128513140148583 -0.35592400326221074 -0.12926493150454652 0.39294045488039653 0.39901755611101786 -0.23380348602930706 -0.32896325528621673 0.087391755921500072 0.27297742005052239 leaf_weight=133360 32 21 33 39 28 45 27 328 24 24 24 24 28 29 leaf_count=133360 32 21 33 39 28 45 27 328 24 24 24 24 28 29 internal_value=0 0.000988734 0.210653 0.000739637 0.000902467 -0.248048 0.000825236 0.000897261 -0.09366 0.0011468 0.0592757 0.128236 0.0304716 0.181813 internal_weight=0 133989 159 133830 133791 77 133763 133736 352 133384 126 102 81 57 internal_count=134066 133989 159 133830 133791 77 133763 133736 352 133384 126 102 81 57 is_linear=0 shrinkage=0.01 Tree=564 num_leaves=21 num_cat=1 split_feature=25 3 2 3 2 17 0 17 11 3 3 3 7 13 9 11 7 0 3 3 split_gain=43016.4 146248 138882 106887 85167.6 79329.4 73240.1 59222.7 54875.4 46515 82046.5 83430.1 50341.9 44458 47180.8 21993.8 12484.9 6405.55 11663.1 734.331 threshold=0 782.62500000000011 1048.2900000000002 317.21700000000004 154.91865000000004 515.65075000000013 1083.9006000000002 576.1975000000001 481.77300000000008 544.35000000000002 317.21700000000004 400.11250000000007 657.87500000000011 638.18750000000011 126.32950000000001 648.37500000000011 16.855351500000005 31.221550000000004 782.62500000000011 650.90000000000009 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 5 16 8 7 9 13 10 12 -12 -1 14 -2 -10 17 18 -5 -11 right_child=2 -3 -4 4 -6 -7 -8 -9 15 19 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.011700382166934864 -0.00099802500037515741 0.70030151597915147 -0.76223513444264723 -0.10758196912705899 -0.81019809639972196 0.62869079399108885 0.60320914223080591 -0.4244066478360084 0.5765134370894659 -0.26571783615992617 0.65371495753526687 0.060065104965249021 0.3859735145833757 0.4701236186027527 -0.10693343136575729 0.15157460294920821 -0.37644053070441535 0.040615219593048098 -0.36681469349634077 -0.34522356918879915 leaf_weight=20818 112261 31 24 100 23 20 21 31 21 26 40 58 36 20 422 29 23 20 21 21 leaf_count=20818 112261 31 24 100 23 20 21 31 21 26 40 58 36 20 422 29 23 20 21 21 internal_value=0 0.0139469 -0.00161001 -0.00144855 -0.24033 -0.00105244 0.0129428 0.0123534 -0.00116414 0.0129981 0.013703 0.302371 0.0123465 -0.00131108 -0.00139476 0.330049 -0.160409 -0.12517 -0.152573 -0.301242 internal_weight=0 21082 112984 112960 187 112773 21051 21030 112753 20999 20952 98 20854 112703 112683 50 164 141 121 47 internal_count=134066 21082 112984 112960 187 112773 21051 21030 112753 20999 20952 98 20854 112703 112683 50 164 141 121 47 cat_boundaries=0 6 cat_threshold=4227072 604373009 33703940 1879769216 51007490 262193 is_linear=0 shrinkage=0.01 Tree=565 num_leaves=29 num_cat=4 split_feature=0 24 4 25 4 0 24 0 3 0 24 0 3 17 9 4 9 0 3 0 5 0 0 0 4 0 3 0 split_gain=133911 139833 239130 71962.7 49652.7 47201 145213 158092 98952.7 48574.3 44952.6 45614.5 36443.6 182003 54989.8 30698.5 17674.1 16793.7 15112.6 13713.5 11897.7 5763.93 9323.11 3259.66 677.059 316.949 1.34487 0.0368092 threshold=393.82500000000005 0 93.065000000000012 1 440.18000000000006 223.35100000000003 2 309.85375000000005 782.62500000000011 271.26290500000005 3 242.89125000000004 121.80050000000001 24.975000000000005 783.98480000000006 6.4005000000000001 13.016250000000001 783.48000000000013 118.99000000000002 431.47500000000008 8.0855000000000015 1083.9006000000002 643.62800000000016 479.65650000000011 544.35000000000002 783.48000000000013 1048.2900000000002 643.62800000000016 decision_type=2 1 2 9 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 17 19 -1 5 8 7 9 12 -7 11 -8 14 -14 -5 -12 18 23 20 -3 24 22 -21 -2 -6 -24 -10 -25 right_child=1 2 -4 4 16 6 10 -9 26 -11 15 -13 13 -15 -16 -17 -18 -19 -20 21 -22 -23 25 27 -26 -27 -28 -29 leaf_value=-0.25401456590209687 0.20634865601857502 -0.48187982450723649 -1.4039184438614618 -0.0006794238321311168 -0.083042446578421247 0.35411562489528281 0.50190182712343001 0.96246628838616444 -0.39504389278816454 -0.16426964351109097 -0.066755480601599346 0.030089610576629639 0.032913414204709029 0.7381633891243683 -0.35834529843441276 -0.43859866875868575 0.11366234903711649 -0.13907067760825156 -0.41088922324003996 -0.28067949969963779 -0.37359769491922284 -0.36635603586832682 -0.11824572672843933 0.082410792509714753 -0.13261447227604334 -0.067369258105754851 -0.39214325812555134 0.082916380663712833 leaf_weight=102 33 25 21 132198 41 51 27 37 33 28 152 85 988 38 43 26 21 32 27 58 21 24 25 36 84 24 31 24 leaf_count=102 33 25 21 132198 41 51 27 37 33 28 152 85 988 38 43 26 21 32 27 58 21 24 25 36 84 24 31 24 internal_value=0 -0.211451 -0.380611 -0.000639902 -0.000427938 -0.000196067 0.107463 0.389457 -0.000523896 0.170384 -0.0181381 0.132041 -0.000335107 0.0590338 -0.000795724 -0.11463 -0.160294 0.0541928 -0.193549 -0.267256 -0.153356 -0.226297 -0.194882 0.126519 -0.116355 -0.0933266 -0.393639 0.082613 internal_weight=0 302 177 134033 133931 133737 406 116 133331 79 290 112 133267 1026 132241 178 194 125 173 156 146 131 107 93 125 49 64 60 internal_count=134335 302 177 134033 133931 133737 406 116 133331 79 290 112 133267 1026 132241 178 194 125 173 156 146 131 107 93 125 49 64 60 cat_boundaries=0 1 6 7 8 cat_threshold=1318 0 2 0 0 8192 284 704 is_linear=0 shrinkage=0.01 Tree=566 num_leaves=18 num_cat=4 split_feature=25 4 3 9 6 6 2 25 10 3 24 24 26 4 26 3 4 split_gain=83018.8 77498.4 96271.5 80243 61892.3 116271 94294.6 53284.2 40285.8 80737.3 37711.7 34520.8 21766.5 18582.5 14502.2 14282 24697.2 threshold=0 293.27220000000005 336.88000000000005 205.70000000000002 1043.5418000000002 783.98480000000006 1048.2900000000002 1 360.62500000000006 78.735000000000014 2 3 2022.5000000000002 783.48000000000013 2022.5000000000002 39.44700000000001 544.35000000000002 decision_type=9 2 2 2 2 2 2 9 2 2 1 1 2 2 2 2 2 left_child=12 4 3 7 5 6 8 15 11 -10 14 -2 -1 -12 -9 16 -3 right_child=1 2 -4 -5 -6 -7 -8 10 9 -11 13 -13 -14 -15 -16 -17 -18 leaf_value=-0.4446346429824829 0.0046406947762647364 -0.26851366038225133 -0.80022933278764996 0.51186017096042635 -0.49797736454010005 0.62211291440327965 0.52605402413536528 0.23175027088685468 -0.075111064681122372 -0.75022211265563965 -0.11419666280723968 -0.0055259339461009097 -0.1587679199586835 -0.42234871618449688 -0.0005795170561127041 -0.13620091929435732 -0.62569869093596941 leaf_weight=50 66791 49 21 20 25 30 34 44 155 20 106 66783 57 24 69 25 32 leaf_count=50 66791 49 21 20 25 30 34 44 155 20 106 66783 57 24 69 25 32 internal_value=0 -0.000870647 -0.141632 -0.104151 -0.000460538 -0.000367588 -0.000507176 -0.139452 -0.000641031 -0.152267 -0.0477636 -0.000442381 -0.267363 -0.158866 0.0825774 -0.315384 -0.409624 internal_weight=0 134228 390 369 133838 133813 133783 349 133749 175 243 133574 107 130 113 106 81 internal_count=134335 134228 390 369 133838 133813 133783 349 133749 175 243 133574 107 130 113 106 81 cat_boundaries=0 5 8 9 10 cat_threshold=0 2 0 0 8192 32768 0 1280 882 1382 is_linear=0 shrinkage=0.01 Tree=567 num_leaves=25 num_cat=2 split_feature=0 7 24 2 4 18 1 0 24 0 3 11 1 1 9 3 0 0 0 0 4 2 3 0 split_gain=130999 204316 102070 78242.3 66828.6 58987.2 51067 37090.8 168126 178875 146015 53896.5 39908.5 36560.9 21208.4 15706 10840.9 21896.9 7801.02 13635.6 4387.41 4545.22 3441.21 2316.33 threshold=393.82500000000005 110.69500000000002 0 1048.2900000000002 440.18000000000006 747.99000000000012 44.610000000000007 223.35100000000003 1 309.85375000000005 782.62500000000011 9.3700000000000028 1066.3056000000001 26.723900000000004 13.016250000000001 118.99000000000002 542.34225000000004 643.62800000000016 479.65650000000011 643.62800000000016 783.48000000000013 8.3632500000000025 1048.2900000000002 783.48000000000013 decision_type=2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 6 4 5 7 16 10 9 -9 12 -10 -1 18 15 20 -2 -18 -4 -20 21 -6 -12 -21 right_child=1 -3 13 -5 14 -7 -8 8 11 -11 22 -13 -14 -15 -16 -17 17 -19 19 23 -22 -23 -24 -25 leaf_value=-0.00070924493707517314 -0.13460408327056139 -1.0227911244971413 -0.11041674173647359 0.43092398859205705 -0.1100798553419419 0.54254947161674505 0.50356797575950618 0.16867635413061216 0.0026738659275397092 1.0191462344593472 -0.39086823347843053 -0.47467870033704318 0.35248191818594932 -0.67458823362986253 0.11330052518418857 -0.44977721085915201 0.34836114549636837 -0.049312650362650555 -0.4520456460293602 -0.11472259788286118 -0.26256900223962804 -0.27582390739804225 -0.53320561163766045 -0.24829986421500935 leaf_weight=133275 41 28 31 42 78 20 24 79 262 36 33 26 32 24 21 26 20 45 34 21 47 21 35 34 leaf_count=133275 41 28 31 42 78 20 24 79 262 36 33 26 32 24 21 26 20 45 34 21 47 21 35 34 internal_value=0 -0.209129 -0.125982 -0.000623106 -0.000758376 -0.000490153 0.0808216 -0.000571338 0.0952199 0.400118 -0.000860776 -0.0390641 -0.000624462 -0.297623 -0.186706 -0.223334 -0.00726994 0.0730485 -0.247032 -0.294617 -0.183009 -0.145238 -0.46413 -0.197298 internal_weight=0 302 274 134033 133991 133798 130 133778 403 115 133375 288 133307 144 193 172 106 65 120 89 146 99 68 55 internal_count=134335 302 274 134033 133991 133798 130 133778 403 115 133375 288 133307 144 193 172 106 65 120 89 146 99 68 55 cat_boundaries=0 1 2 cat_threshold=1830 284 is_linear=0 shrinkage=0.01 Tree=568 num_leaves=19 num_cat=1 split_feature=0 7 2 4 18 1 2 25 3 1 26 1 0 0 4 5 3 4 split_gain=128392 200250 76685.3 65498.7 57813.4 47254.5 44684.1 44091.5 60858.6 63243.7 59974.4 37504.2 15086.3 15429.7 14157 11968.1 14610.9 8728.68 threshold=393.82500000000005 110.69500000000002 1048.2900000000002 440.18000000000006 747.99000000000012 194.03250000000003 12.987 0 1048.2900000000002 1066.3056000000001 2022.5000000000002 8.0855000000000015 1083.9006000000002 783.48000000000013 1066.3056000000001 11.196499999999997 94.590750000000014 650.90000000000009 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=2 5 3 4 7 6 11 10 9 -9 -1 12 13 -2 15 16 17 -5 right_child=1 -3 -4 14 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.34388358227411908 -0.074596511924432382 -1.0125632081712994 0.42661475930895121 0.0053110720533313177 0.53712395334243779 0.28973186302185061 -0.51517800817266113 -0.00055041674141002004 0.44267856874773581 0.47475750974246433 0.019197338327117588 -0.50628669283606786 -0.29013880482426396 0.19927497456471127 -0.41210972959796588 -0.33370433451980352 -0.36355383753776549 -0.16700978136779565 leaf_weight=90 144 28 42 66 20 25 32 133537 31 28 92 22 27 24 24 30 20 53 leaf_count=90 144 28 42 66 20 25 32 133537 31 28 92 22 27 24 24 30 20 53 internal_value=0 -0.207038 -0.000616875 -0.000750793 -0.000485251 -0.124722 -0.166334 -0.000565625 -0.000347924 -0.000450775 -0.151997 -0.114891 -0.0707336 -0.035472 -0.184838 -0.152563 -0.113468 -0.0714369 internal_weight=0 302 134033 133991 133798 274 249 133778 133596 133565 182 217 195 168 193 169 139 119 internal_count=134335 302 134033 133991 133798 274 249 133778 133596 133565 182 217 195 168 193 169 139 119 cat_boundaries=0 5 cat_threshold=0 2 4 0 8192 is_linear=0 shrinkage=0.01 Tree=569 num_leaves=22 num_cat=2 split_feature=0 7 24 2 25 1 26 0 2 3 1 1 1 1 0 0 0 0 0 0 26 split_gain=125837 196265 99978.2 75159.3 60592.9 50121.5 47797.7 45588.3 210530 88146.7 43080.1 36020.9 32413.3 31600.8 45781.9 10588.7 21466.5 7620.63 13358.1 2258.19 1807.64 threshold=393.82500000000005 110.69500000000002 0 1048.2900000000002 1 44.610000000000007 2022.5000000000002 290.96350000000007 106.38320000000003 782.62500000000011 1066.3056000000001 26.723900000000004 789.60480000000007 15.577650000000002 309.85375000000005 542.34225000000004 643.62800000000016 479.65650000000011 643.62800000000016 783.48000000000013 2022.5000000000002 decision_type=2 2 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 5 4 6 15 -1 9 13 10 12 17 -6 14 -9 -2 -17 -4 -19 -20 -11 right_child=1 -3 11 -5 7 -7 -8 8 -10 20 -12 -13 -14 -15 -16 16 -18 18 19 -21 -22 leaf_value=-0.34756435684535819 -0.13197695964720191 -1.0024375648157937 -0.10799812924477362 0.42234863031478159 -0.00054463417820345709 0.49995413422584534 -0.030188947186178094 0.29184051822971652 1.0986155999558311 -0.4479847417188727 0.38485435058330664 -0.66741182088851925 -0.36065251083374023 0.41020188665390017 -0.11388301425746508 0.34583933162689207 -0.04790694464577569 -0.44587476193904879 -0.1122000101066771 -0.24409017317435322 -0.3362070694947854 leaf_weight=92 41 28 31 42 133495 24 98 37 21 23 29 24 25 20 112 20 45 34 21 34 39 leaf_count=92 41 28 31 42 133495 24 98 37 21 23 29 24 25 20 112 20 45 34 21 34 39 internal_value=0 -0.204968 -0.123475 -0.000610707 -0.000743285 0.081063 -0.174672 -0.000483212 0.154306 -0.000703364 -0.000528356 -0.293382 -0.00061206 0.0369659 -0.0131329 -0.00613284 0.0732458 -0.243025 -0.290056 -0.193732 -0.377673 internal_weight=0 302 274 134033 133991 130 190 133801 190 133611 133549 144 133520 169 149 106 65 120 89 55 62 internal_count=134335 302 274 134033 133991 130 190 133801 190 133611 133549 144 133520 169 149 106 65 120 89 55 62 cat_boundaries=0 1 6 cat_threshold=1830 0 2 4 0 8192 is_linear=0 shrinkage=0.01 Tree=570 num_leaves=19 num_cat=4 split_feature=25 3 9 7 10 3 24 25 18 10 26 25 10 9 7 26 26 26 split_gain=99631.4 69914 62667.9 88762.5 61760.8 123933 51640.7 56414.8 35593.6 34426.1 18630.3 14473.2 11441 5515.73 3061.43 1922.87 1501 593.01 threshold=0 272.24748000000005 783.98480000000006 783.98480000000006 638.18750000000011 1048.2900000000002 1 2 484.61250000000007 440.18000000000006 2022.5000000000002 3 747.99000000000012 1023.8910000000002 1043.5418000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 1 9 2 2 2 9 2 2 2 2 2 2 left_child=1 6 3 4 5 8 7 17 9 -2 -9 16 -6 -4 -5 -13 -8 -1 right_child=2 -3 13 14 12 -7 11 10 -10 -11 -12 15 -14 -15 -16 -17 -18 -19 leaf_value=0.11069257189718526 -0.00017986054327290795 -0.66479601621627804 -0.27251581501960753 -0.51015903274218244 0.49852007367394185 -0.69068424371572645 -0.032393782568759605 -0.022018569961923067 0.30991031978581407 -0.23037359263117499 -0.19343814246582264 -0.24229576382415974 0.21460604947805403 -0.50455906618209112 -0.35043464830766119 -0.19191258873594436 -0.1025458285065948 0.1477367059531666 leaf_weight=89 133144 22 20 24 22 26 61 122 37 65 132 151 40 21 24 152 61 84 leaf_count=89 133144 22 20 24 22 26 61 122 37 65 132 151 40 21 24 152 61 84 internal_value=0 -0.106983 -0.00046886 -0.000348738 -0.000193957 -0.000340752 -0.0938348 -0.0136352 -0.000206047 -0.000292185 -0.106894 -0.170089 0.31535 -0.391367 -0.430297 -0.210087 -0.0623585 0.121648 internal_weight=0 874 133423 133382 133334 133272 852 427 133246 133209 254 425 62 41 48 303 122 173 internal_count=134297 874 133423 133382 133334 133272 852 427 133246 133209 254 425 62 41 48 303 122 173 cat_boundaries=0 6 7 12 18 cat_threshold=2148532224 262145 4100 0 8192 33 1175 0 0 4096 0 8192 2147483648 0 0 0 0 33 is_linear=0 shrinkage=0.01 Tree=571 num_leaves=23 num_cat=5 split_feature=25 3 24 25 9 7 10 3 2 9 4 26 10 25 1 24 9 7 26 26 26 26 split_gain=97682.8 70544.2 63651.1 84441.1 61420.8 86996.2 60531.7 121467 44838.8 252416 47883.5 11995.4 11213.3 8364.34 7057.43 6027.77 5405.97 3000.5 2297.05 1545.45 61.7416 30.3354 threshold=0 272.24748000000005 1 2 783.98480000000006 783.98480000000006 638.18750000000011 1048.2900000000002 271.95250000000004 107.10800000000002 783.48000000000013 2022.5000000000002 747.99000000000012 3 46.726464000000014 4 1023.8910000000002 1043.5418000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 9 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 left_child=1 2 3 20 5 6 7 8 10 -10 -2 -5 -8 19 15 18 -6 -7 -15 -4 -1 -17 right_child=4 -3 13 11 16 17 12 -9 9 -11 -12 -13 -14 14 -16 21 -18 -19 -20 -21 -22 -23 leaf_value=-0.17398838548099291 -0.00040496405086563447 -0.67972794737134667 -0.021413097561530346 0.2650634544035968 -0.26979066467285157 -0.50505745212237041 0.49353485822677612 -0.68377743134131808 0.040789251388849243 1.0782206184387206 -0.30391734006313181 0.095000602757489241 0.21245999407768248 -0.14730712129435408 -0.36020654428005217 -0.22184460842503911 -0.49951345852443146 -0.34693028853895763 -0.082083137458729971 -0.098146231174468995 -0.18868699293870195 -0.21458009406032727 leaf_weight=51 132790 21 53 85 20 24 22 26 379 25 52 81 40 109 20 113 21 24 107 52 65 117 leaf_count=51 132790 21 53 85 20 24 22 26 379 25 52 81 40 109 20 113 21 24 107 52 65 117 internal_value=0 -0.105931 -0.0930468 0.0311212 -0.00046405 -0.000345129 -0.000191896 -0.000337223 -0.000203865 0.104987 -0.000523772 0.171735 0.312196 -0.152248 -0.172727 -0.168192 -0.387454 -0.425994 -0.109909 -0.0542478 -0.167762 -0.20906 internal_weight=0 874 853 282 133423 133382 133334 133272 133246 404 132842 166 62 571 466 446 41 48 216 105 116 230 internal_count=134297 874 853 282 133423 133382 133334 133272 133246 404 132842 166 62 571 466 446 41 48 216 105 116 230 cat_boundaries=0 6 7 13 19 20 cat_threshold=1048576 262145 4100 32768 8192 33 149 0 1 4 0 0 1 0 0 0 0 0 1 3138 is_linear=0 shrinkage=0.01 Tree=572 num_leaves=20 num_cat=4 split_feature=25 3 9 7 10 3 24 25 2 9 4 26 25 10 9 7 26 26 26 split_gain=95807.7 67244.3 60198.6 85265.1 59327 119050 49737.1 54450.2 44470.1 247049 46930.3 18196.2 13953.4 10990.2 5298.39 2940.79 1866.29 1453.49 618.312 threshold=0 272.24748000000005 783.98480000000006 783.98480000000006 638.18750000000011 1048.2900000000002 1 2 271.95250000000004 107.10800000000002 783.48000000000013 2022.5000000000002 3 747.99000000000012 1023.8910000000002 1043.5418000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 1 9 2 2 2 2 9 2 2 2 2 2 2 left_child=1 6 3 4 5 8 7 18 10 -10 -2 -9 17 -6 -4 -5 -14 -8 -1 right_child=2 -3 14 15 13 -7 12 11 9 -11 -12 -13 16 -15 -16 -17 -18 -19 -20 leaf_value=0.10813969472820839 -0.00040215409263734002 -0.65196833263744014 -0.2670927503108978 -0.50000687743226691 0.48859951561147519 -0.67693968626169054 -0.031594307383552928 -0.021024109887295084 0.041011823124040378 1.0674384845733642 -0.30087816555339558 -0.1904348012895295 -0.23781799344827007 0.21033538997173309 -0.49451832589649014 -0.3434609844908118 -0.18818157443874761 -0.10062719477981817 0.14596584108613786 leaf_weight=89 132791 22 20 24 22 26 61 122 378 25 52 132 151 40 21 24 152 61 84 leaf_count=89 132791 22 20 24 22 26 61 122 378 25 52 132 151 40 21 24 152 61 84 internal_value=0 -0.104909 -0.000459163 -0.000341431 -0.00018973 -0.000333604 -0.0920146 -0.0133107 -0.00020158 0.104686 -0.000519772 -0.104933 -0.16685 0.309074 -0.383579 -0.421734 -0.206115 -0.0611024 0.119593 internal_weight=0 874 133423 133382 133334 133272 852 427 133246 403 132843 254 425 62 41 48 303 122 173 internal_count=134297 874 133423 133382 133334 133272 852 427 133246 403 132843 254 425 62 41 48 303 122 173 cat_boundaries=0 6 7 12 18 cat_threshold=2148532224 262145 4100 0 8192 33 1175 0 0 4096 0 8192 2147483648 0 0 0 0 33 is_linear=0 shrinkage=0.01 Tree=573 num_leaves=23 num_cat=5 split_feature=25 24 25 9 7 10 10 2 9 18 8 25 10 26 24 9 7 26 4 26 26 26 split_gain=93959.9 66471.3 81303.4 59000.7 83568.4 58146.3 45312.8 47725.8 300251 34961.2 11948.6 11365.5 10771.5 9560.58 8269.82 5192.95 2882.27 1546.35 800.372 357.13 16.9913 8.33936 threshold=0 1 2 783.98480000000006 783.98480000000006 638.18750000000011 440.18000000000006 271.95250000000004 107.10800000000002 484.61250000000007 8.3632500000000025 3 747.99000000000012 2022.5000000000002 4 1023.8910000000002 1043.5418000000002 2022.5000000000002 46.374000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 9 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 left_child=1 2 21 4 5 6 7 9 -9 -2 -8 17 -7 -4 20 -5 -6 -3 19 -16 -13 -1 right_child=3 11 13 15 16 12 10 8 -10 -11 -12 14 -14 -15 18 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.18931391055767355 -0.00061539866421087431 -0.020910945208567493 0.24088269518709729 -0.2644218194484711 -0.49500681303441524 0.48371350006623703 -0.17062904768369413 0.041194321355073456 1.2180893408733866 0.306819254143818 -0.46055026746931532 -0.090678322826113031 0.20823203012347222 0.090388823776710328 -0.22797757249129447 -0.4895731539953323 -0.34002638267974056 -0.09694556483515987 -0.28274319696426392 -0.20768564011562954 -0.098434016349022851 -0.18395922776424523 leaf_weight=52 132770 53 87 20 24 22 44 377 23 37 21 56 40 82 171 21 24 54 20 176 57 66 leaf_count=52 132770 53 87 20 24 22 44 377 23 37 21 56 40 82 171 21 24 54 20 176 57 66 internal_value=0 -0.103892 0.0214917 -0.000454358 -0.000337804 -0.00018762 -0.000330055 -0.00020125 0.108866 -0.000529747 -0.264296 -0.164529 0.305984 0.158484 -0.187511 -0.379743 -0.417517 -0.0542166 -0.215363 -0.217685 -0.0869002 -0.171763 internal_weight=0 874 287 133423 133382 133334 133272 133207 400 132807 65 587 62 169 480 41 48 107 367 347 113 118 internal_count=134297 874 287 133423 133382 133334 133272 133207 400 132807 65 587 62 169 480 41 48 107 367 347 113 118 cat_boundaries=0 6 7 13 19 20 cat_threshold=1048576 262145 4100 32768 8192 33 149 0 1 4 0 0 1 0 0 0 0 0 1 1026 is_linear=0 shrinkage=0.01 Tree=574 num_leaves=24 num_cat=1 split_feature=9 7 5 1 9 13 12 17 5 1 24 26 0 0 2 7 1 2 9 1 1 26 7 split_gain=78682.4 98957.1 40389.9 131505 82573.8 171795 201649 89607.1 53629.2 41822.5 82164.9 49370.9 45541.3 47863.7 321332 65526.8 32792.9 19446.8 11739.1 8159 8108.86 4901.45 3657.92 threshold=783.98480000000006 783.98480000000006 26.057500000000005 480.00160000000005 18.285000000000004 142.17232500000003 106.31000000000002 107.98140000000002 783.48000000000013 362.49400000000003 0 2022.5000000000002 783.48000000000013 24.018750000000004 543.20000000000016 550.05000000000007 543.20000000000016 109.49250000000002 1023.8910000000002 789.60480000000007 650.90000000000009 2022.5000000000002 1043.5418000000002 decision_type=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=1 2 9 4 7 6 -6 8 -4 12 11 16 13 15 -15 -1 -11 19 -2 -12 -13 -14 -3 right_child=18 22 3 -5 5 -7 -8 -9 -10 10 17 20 21 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.0022672785815684897 -0.24173719817941841 -0.50502159089574383 0.011135358270004333 0.75555750350952156 0.1618541527605778 -0.54733931255340584 1.0243646808862688 0.52969138643958358 -0.32237116049747078 -0.0028632308590796685 -0.20050240380423412 -0.25357861876487731 -0.34761790543794635 0.025929209289288983 1.266089211901029 -0.42316087126731872 0.42592824680464608 -0.56879731859479632 -0.55846463584899897 -0.38998841655665428 -0.015822254281777602 -0.17964290929468052 -0.34327674016870308 leaf_weight=126221 22 27 3014 25 281 30 30 33 49 31 105 32 32 4097 21 37 42 21 25 29 26 38 29 leaf_count=126221 22 27 3014 25 281 30 30 33 49 31 105 32 32 4097 21 37 42 21 25 29 26 38 29 internal_value=0 -0.000980727 -0.000805341 0.0329077 0.0276513 0.175342 0.245055 0.0113842 0.00580013 -0.00169812 -0.122492 0.0657754 -0.00143328 -0.00129637 0.0322535 -0.00239062 0.243839 -0.268528 -0.410209 -0.241511 -0.146998 -0.256431 -0.421261 internal_weight=0 134250 134194 3462 3437 341 311 3096 3063 130732 286 131 130446 130376 4118 126258 73 155 47 134 58 70 56 internal_count=134297 134250 134194 3462 3437 341 311 3096 3063 130732 286 131 130446 130376 4118 126258 73 155 47 134 58 70 56 cat_boundaries=0 1 cat_threshold=316 is_linear=0 shrinkage=0.01 Tree=575 num_leaves=19 num_cat=6 split_feature=3 25 24 0 25 24 0 9 0 25 0 1 26 26 26 24 26 26 split_gain=56136.2 45400.7 81782.8 43701.2 33646.2 209948 114577 58495 52133.4 48244.5 43148.9 41139 40724 13333.9 7976.47 5310.06 2380.95 1849.18 threshold=1048.2900000000002 0 1 783.48000000000013 2 3 232.94400000000005 1023.8910000000002 542.34225000000004 4 643.62800000000016 40.324500000000008 2022.5000000000002 2022.5000000000002 2022.5000000000002 5 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 9 1 2 2 2 9 2 2 2 2 2 1 2 2 left_child=1 2 13 4 5 12 9 8 11 -7 -10 -6 -3 -1 -5 16 -4 -17 right_child=-2 3 15 14 7 6 -8 -9 10 -11 -12 -13 -14 -15 -16 17 -18 -19 leaf_value=0.23202151222229006 0.37922241210937502 0.2565773368703908 -0.1990332993177267 0.1317933283911811 -0.0012573991195050055 -0.11579445825486225 0.73566922974586491 0.51513102878223771 -0.51278525256448315 0.055747745372123597 -0.043526051307833477 0.035661053127985939 0.61489435894148692 0.0033075063045208269 0.33697139161825179 -0.29654468536376954 -0.1013651757935683 -0.3827040672302246 leaf_weight=50 39 58 52 36 130139 327 20 22 36 312 43 3090 70 52 40 47 48 53 leaf_count=50 39 58 52 36 130139 327 20 22 36 312 43 3090 70 52 40 47 48 53 internal_value=0 -0.000225415 -0.120715 5.47373e-05 -8.11046e-05 0.0646995 -0.00950459 -0.000468299 -0.000553424 -0.0329765 -0.257366 -0.000401144 0.41974 0.105117 0.239782 -0.23541 -0.138321 -0.311099 internal_weight=0 134495 302 134193 134117 787 659 133330 133308 639 79 133229 128 102 76 200 100 100 internal_count=134534 134495 302 134193 134117 787 659 133330 133308 639 79 133229 128 102 76 200 100 100 cat_boundaries=0 4 5 10 11 16 17 cat_threshold=2147483648 0 4 134217728 232 0 2 4096 16842752 33693760 5 0 2 4096 0 8192 2322 is_linear=0 shrinkage=0.01 Tree=576 num_leaves=15 num_cat=0 split_feature=3 18 3 1 5 0 2 4 1 1 4 3 0 26 split_gain=55019.1 36366.4 33609.1 141407 58533.7 49430.5 67692.1 48697.7 40533.8 23370.3 19386 13285.5 6117.92 1263.63 threshold=1048.2900000000002 650.90000000000009 400.11250000000007 75.716250000000016 137.58000000000001 783.48000000000013 1048.2900000000002 783.48000000000013 40.324500000000008 292.38750000000005 26.723900000000004 441.87500000000006 1083.9006000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 10 6 7 8 -1 -5 11 -4 -7 -9 right_child=-2 -3 3 9 -6 12 -8 13 -10 -11 -12 -13 -14 -15 leaf_value=-0.0010782932371935104 0.3754302452772092 0.37373351537264315 0.2008313770389015 -0.42053920223599395 0.50756792163848874 0.16743954885296705 0.40602641762756719 -0.22660961363050675 0.035553300478393245 -0.89817759418487553 -0.35760449720919135 -0.067201402153787684 0.34479978767601216 -0.31710927745482576 leaf_weight=130976 39 26 22 21 20 41 41 27 3092 20 20 116 37 36 leaf_count=130976 39 26 22 21 20 41 41 27 3092 20 20 116 37 36 internal_value=0 -0.000223206 -0.000295511 -0.124076 -0.00212249 -9.35898e-05 -0.000239894 -0.000364078 -0.000233462 -0.653534 -0.0666403 -0.0244715 0.251572 -0.278324 internal_weight=0 134495 134469 219 178 134250 134172 134131 134068 41 158 138 78 63 internal_count=134534 134495 134469 219 178 134250 134172 134131 134068 41 158 138 78 63 is_linear=0 shrinkage=0.01 Tree=577 num_leaves=17 num_cat=5 split_feature=3 25 24 18 4 1 3 5 25 24 13 1 26 24 26 26 split_gain=53924.2 44539.1 80156.4 44949.3 36617.8 30453.4 158796 181169 40559.5 139805 51724.5 40083.5 13078.7 5178.81 2328.7 1813.41 threshold=1048.2900000000002 0 1 650.90000000000009 1066.3056000000001 40.324500000000008 400.11250000000007 364.99000000000007 2 3 751.80750000000012 292.38750000000005 2022.5000000000002 4 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 2 2 2 2 9 1 2 2 2 1 2 2 left_child=1 2 12 4 5 8 7 -7 9 -3 -10 -8 -1 14 -4 -15 right_child=-2 3 13 -5 -6 6 11 -9 10 -11 -12 -13 -14 15 -16 -17 leaf_value=0.22969392681121825 0.37167589334341194 0.32049209896860453 -0.19711184538327733 0.4240418769836426 0.32338910810436522 0.031217116761488039 -0.29372564407495355 0.76521343371447403 -0.0014185093336079389 0.0086420033072978613 0.49491498243241083 -0.88919584465026857 0.0031792413271390474 -0.2935641134546158 -0.10052140812079112 -0.37888612315339865 leaf_weight=50 39 164 52 25 35 3071 26 34 129953 844 21 20 52 47 48 53 leaf_count=50 39 164 52 25 35 3071 26 34 129953 844 21 20 52 47 48 53 internal_value=0 -0.000220974 -0.119562 5.65075e-05 -2.2491e-05 -0.00010688 0.0306138 0.0392544 -0.000845921 0.0620294 -0.00133821 -0.552626 0.104018 -0.233111 -0.137044 -0.307986 internal_weight=0 134495 302 134193 134168 134133 3151 3105 130982 1008 129974 46 102 200 100 100 internal_count=134534 134495 302 134193 134168 134133 3151 3105 130982 1008 129974 46 102 200 100 100 cat_boundaries=0 4 5 11 12 13 cat_threshold=2147483648 0 4 134217728 232 0 3 4096 16842752 33693760 544 5 2322 is_linear=0 shrinkage=0.01 Tree=578 num_leaves=15 num_cat=4 split_feature=3 25 24 18 0 2 4 25 26 26 24 26 26 26 split_gain=52851 43653 78561.2 44054.7 41940.3 50356.1 48989.5 38420.6 12818.5 7730.78 5075.75 3214.17 2282.35 1777.32 threshold=1048.2900000000002 0 1 650.90000000000009 783.48000000000013 1048.2900000000002 783.48000000000013 2 2022.5000000000002 2022.5000000000002 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 2 2 2 9 2 2 1 2 2 2 left_child=1 2 8 4 5 6 7 -3 -1 -6 12 -8 -4 -12 right_child=-2 3 10 -5 9 -7 11 -9 -10 -11 13 -13 -14 -15 leaf_value=0.22739697818756102 0.36795913427304 0.18337375026000174 -0.19514072555762071 0.41980145874023433 0.12851318889194066 0.35460201880335812 -0.19099091005325317 -0.00028611688365681964 0.0031474531613863432 0.3305066581368446 -0.29062847462106262 -0.33698751075683453 -0.099516196474432952 -0.37509726038518942 leaf_weight=50 39 104 52 25 36 40 25 133885 52 40 47 38 48 53 leaf_count=50 39 104 52 25 36 40 25 133885 52 40 47 38 48 53 internal_value=0 -0.000218519 -0.118366 5.61876e-05 -2.20208e-05 -0.000155127 -0.000260983 -0.000129899 0.102978 0.234826 -0.23078 -0.279052 -0.135674 -0.304906 internal_weight=0 134495 302 134193 134168 134092 134052 133989 102 76 200 63 100 100 internal_count=134534 134495 302 134193 134168 134092 134052 133989 102 76 200 63 100 100 cat_boundaries=0 4 5 10 11 cat_threshold=2147483648 0 4 134217728 232 0 2 0 0 8192 2322 is_linear=0 shrinkage=0.01 Tree=579 num_leaves=14 num_cat=2 split_feature=3 25 4 9 2 13 14 2 26 25 1 17 26 split_gain=51799.3 42784.4 36372 29949.5 187957 134178 131198 51515.3 72601.6 46220.6 46489 42468.3 4343 threshold=1048.2900000000002 0 1066.3056000000001 255.16525000000004 255.07275000000001 86.388500000000008 120.129 783.48000000000013 2022.5000000000002 1 22.686328000000007 334.63500000000005 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 9 2 2 2 left_child=1 12 3 7 5 6 -5 9 -9 10 -3 -11 -1 right_child=-2 2 -4 4 -6 -7 -8 8 -10 11 -12 -13 -14 leaf_value=-0.082635148867664723 0.36427957094632663 0.094908031975249524 0.32237993020457878 -0.14191797219968419 -1.0097998273940314 0.73942362013317298 0.69595189571380611 -0.10757878936570267 0.54957749056816096 -0.00052618786746017304 -0.25094038533001412 0.22439470095293865 -0.15848582759402155 leaf_weight=149 39 747 35 285 21 21 20 29 40 132870 41 84 153 leaf_count=149 39 747 35 285 21 21 20 29 40 132870 41 84 153 internal_value=0 -0.000216198 5.57621e-05 -2.83237e-05 -0.0928112 -0.0337414 -0.0869757 0.000212282 0.273381 7.13487e-05 0.0759496 -0.000384055 -0.117183 internal_weight=0 134495 134193 134158 347 326 305 133811 69 133742 788 132954 302 internal_count=134534 134495 134193 134158 347 326 305 133811 69 133742 788 132954 302 cat_boundaries=0 4 9 cat_threshold=2147483648 0 4 134217728 0 3 4096 65536 33693760 is_linear=0 shrinkage=0.01 Tree=580 num_leaves=23 num_cat=4 split_feature=5 12 7 12 13 1 24 1 26 25 6 24 4 9 11 6 25 1 26 6 26 12 split_gain=48462.4 39046.3 85324.7 50436.9 40010.4 33669.8 300851 36078.9 87663.4 35092.5 60811.9 51701.2 51618.9 40343.8 25566.4 23055.7 18864.3 14424.8 41708.3 12443.1 11738.9 2330.55 threshold=1066.3056000000001 293.48250000000002 77.598500000000016 274.04500000000002 75.970790000000008 437.49875000000003 0 480.00160000000005 2022.5000000000002 1 546.86500000000012 2 1066.3056000000001 22.516500000000004 78.522500000000022 17.154900000000001 3 543.20000000000016 2022.5000000000002 657.87500000000011 2022.5000000000002 544.35000000000002 decision_type=2 2 2 2 2 2 1 2 2 9 2 1 2 2 2 2 9 2 2 2 2 2 left_child=1 3 4 5 14 9 7 -7 -9 11 12 16 -11 -13 15 21 -1 20 -19 -12 -8 -3 right_child=-2 2 -4 -5 -6 6 17 8 -10 10 19 13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 leaf_value=0.058734915417836125 -0.38986446045339107 -0.089468108538923591 -0.75574207592010501 0.47833248268474232 0.35343623983860012 0.84133708536624907 0.058878714640935262 0.71842615286509204 0.075024270623922348 -0.001122269471650273 -0.46069874506929642 0.11283224292509686 0.46268579483032229 -0.27349746022905624 0.16097648727042332 -0.48420194911956788 -0.087364093461911457 -0.56807909170786541 -0.10911531296643345 -0.19162793664371264 -0.2691556375026703 -0.17514137258529661 leaf_weight=123 32 87 20 22 20 26 24 45 40 132470 23 781 24 28 28 20 268 36 44 68 20 50 leaf_count=123 32 87 20 22 20 26 24 45 40 132470 23 781 24 28 28 20 268 36 44 68 20 50 internal_value=0 -0.000658822 -0.132283 -0.000437881 -0.0714574 -0.000516474 0.119076 0.472768 0.415649 -0.000726545 -0.00121565 0.0528831 -0.00103826 0.0982467 -0.117392 -0.167037 -0.041086 -0.218074 -0.315649 -0.259635 -0.0902278 -0.120736 internal_weight=0 134267 225 134042 205 134020 235 111 85 133785 132585 1200 132494 809 185 157 391 124 80 91 44 137 internal_count=134299 134267 225 134042 205 134020 235 111 85 133785 132585 1200 132494 809 185 157 391 124 80 91 44 137 cat_boundaries=0 1 6 7 11 cat_threshold=3125 2147483648 67371009 4100 18448384 134873664 2242 2147483648 262144 4 17301504 is_linear=0 shrinkage=0.01 Tree=581 num_leaves=20 num_cat=3 split_feature=5 0 3 2 25 0 3 2 4 3 2 25 24 1 4 5 0 1 3 split_gain=47498 43071.6 418586 132784 123630 119581 101628 108551 100864 59898.2 140942 52739.8 73751.2 56693.6 37291.9 35838.1 29581 4319.63 1909.33 threshold=1066.3056000000001 44.631000000000007 544.35000000000002 543.20000000000016 0 1083.9006000000002 400.11250000000007 70.64500000000001 273.10998000000006 364.63500000000005 1048.2900000000002 1 2 543.20000000000016 52.021000000000008 109.12700000000002 362.49400000000003 3.2775000000000007 1048.2900000000002 decision_type=2 2 2 2 9 2 2 2 2 2 2 9 1 2 2 2 2 2 2 left_child=1 6 3 4 5 8 9 14 -3 10 11 12 -1 -13 17 16 -6 18 -8 right_child=-2 2 -4 -5 15 -7 7 -9 -10 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.10482520307353932 -0.3859658204205334 0.070979867938422675 1.3250012756347656 0.76665237387021379 -0.037979614476061678 0.74216728063730086 -0.067053763475433917 -0.71001202299788191 -0.39812115506922946 0.43835686591363726 -0.71066773142133444 -0.0021178983365094306 -0.010747806507724901 0.25035931019300828 -0.47542614366412161 -0.43871787796020506 -0.20891263085128986 0.057938095056093653 -0.17305541610717776 leaf_weight=1102 32 1850 25 24 973 26 113 37 47 31 28 128613 1100 89 25 25 113 26 20 leaf_count=1102 32 1850 25 24 973 26 113 37 47 31 28 128613 1100 89 25 25 113 26 20 internal_value=0 -0.000652255 0.0362935 0.025758 0.0198972 0.0682346 -0.00152053 -0.215782 0.0593574 -0.00115896 -0.00126303 -0.00111129 0.0473036 -0.00194315 -0.116399 -0.0638084 -0.0557655 -0.0599484 -0.0829939 internal_weight=0 134267 3083 3058 3034 1923 131184 221 1897 130963 130932 130904 2202 128702 184 1111 1086 159 133 internal_count=134299 134267 3083 3058 3034 1923 131184 221 1897 130963 130932 130904 2202 128702 184 1111 1086 159 133 cat_boundaries=0 6 11 12 cat_threshold=815825408 269620736 675304704 2147614752 16777217 33570816 2147745792 67371011 4100 291078144 134881858 1836 is_linear=0 shrinkage=0.01 Tree=582 num_leaves=21 num_cat=2 split_feature=5 0 3 2 25 0 4 3 2 3 2 25 1 1 5 4 0 26 3 3 split_gain=46552.8 42214.3 410256 130142 118602 176124 126028 99605.8 106391 58706.2 138137 51787 80568.2 46419.9 42103 36549.8 31082.5 4680.12 7730.46 6368.61 threshold=1066.3056000000001 44.631000000000007 544.35000000000002 543.20000000000016 0 1083.9006000000002 293.27220000000005 400.11250000000007 70.64500000000001 364.63500000000005 1048.2900000000002 1 543.20000000000016 18.539550000000002 109.12700000000002 52.021000000000008 393.82500000000005 2022.5000000000002 650.90000000000009 650.90000000000009 decision_type=2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 7 3 4 5 6 -3 9 15 10 11 13 -13 -1 16 17 -6 18 -9 -19 right_child=-2 2 -4 -5 14 -7 -8 8 -10 -11 -12 12 -14 -15 -16 -17 -18 19 -20 -21 leaf_value=0.084082321022843215 -0.38210615535266701 0.074861785442642687 1.3117512763977051 0.7589857745170594 -0.027906716884744744 0.94231665445410684 -0.47965521494547525 -0.084158020968499947 -0.70291190166731143 0.43397329561171993 -0.70356105668204172 -0.00188000732084382 0.2909902650751966 -0.22814595201015472 -0.38657660123464227 -0.47067188155651096 -0.19857079446315765 -0.027828990752790488 0.13961839883373334 -0.1920288598655977 leaf_weight=999 32 1698 25 24 1116 23 42 38 37 31 28 129761 94 50 37 25 118 51 26 44 leaf_count=999 32 1698 25 24 1116 23 42 38 37 31 28 129761 94 50 37 25 118 51 26 44 internal_value=0 -0.000645663 0.0359306 0.0255004 0.0196983 0.0725567 0.0614769 -0.00150525 -0.213624 -0.0011473 -0.00125032 -0.0011001 -0.00166787 0.0685467 -0.0537694 -0.115235 -0.0442263 -0.0593489 0.00675115 -0.103879 internal_weight=0 134267 3083 3058 3034 1763 1740 131184 221 130963 130932 130904 129855 1049 1271 184 1234 159 64 95 internal_count=134299 134267 3083 3058 3034 1763 1740 131184 221 130963 130932 130904 129855 1049 1271 184 1234 159 64 95 cat_boundaries=0 6 11 cat_threshold=815825408 136704 675304704 2147614720 16777216 33570816 2147745792 262147 4100 18415616 139840 is_linear=0 shrinkage=0.01 Tree=583 num_leaves=24 num_cat=5 split_feature=5 0 9 11 6 9 25 1 2 2 0 4 25 24 25 26 1 1 9 25 9 20 6 split_gain=45626.4 41374.3 239893 155488 140977 163546 139354 52278.1 132965 130211 51991.4 45895.6 43227.6 55266.4 44043.6 40822.8 45991.4 44999.8 38246.3 32854.5 70636.9 41268.1 20923.5 threshold=1066.3056000000001 44.631000000000007 362.49400000000003 271.26290500000005 118.35000000000001 162.20850000000004 0 437.49875000000003 1048.2900000000002 94.530000000000015 271.26290500000005 1.7005140000000003 1 2 3 2022.5000000000002 543.20000000000016 650.90000000000009 22.516500000000004 4 783.98480000000006 126.24000000000001 246.34000000000003 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 9 1 9 2 2 2 2 9 2 2 2 left_child=1 7 3 4 5 6 -3 8 12 11 22 15 13 14 -1 16 -9 -17 -15 21 -21 -14 -6 right_child=-2 2 -4 -5 10 -7 -8 9 -10 -11 -12 -13 19 18 -16 17 -18 -19 -20 20 -22 -23 -24 leaf_value=0.10785241816354836 -0.37828509723884052 0.081934868814593401 1.100731049038115 0.84738595879596224 -0.071282586713924123 0.70685029612647154 -0.062004063872259055 0.0031064818700154624 -0.69076465334211079 0.92871530961990356 -0.61540881514549262 -0.36248619465600873 -0.019024692481144707 0.11883240982280788 -0.077947027518242812 0.20506521560050345 0.51326446333596876 -0.30285600844657784 -0.25711089985711233 -0.00070160338268077701 0.57932077067238941 0.4144924462925304 -0.36942792654037476 leaf_weight=174 32 1801 21 23 68 36 1062 30 28 20 36 21 11634 807 409 37 43 33 28 117877 21 22 36 leaf_count=174 32 1801 21 23 68 36 1062 30 28 20 36 21 11634 807 409 37 43 33 28 117877 21 22 36 internal_value=0 -0.000639206 0.0355713 0.0282661 0.0220668 0.0370343 0.0286118 -0.0014902 -0.00172679 0.16695 -0.287867 0.074052 -0.00157948 0.0531398 -0.0216104 0.138159 0.30361 -0.0343834 0.104969 -0.00218233 -0.000598239 -0.0181908 -0.174487 internal_weight=0 134267 3083 3062 3039 2899 2863 131184 131000 184 140 164 130972 1418 583 143 73 70 835 129554 117898 11656 104 internal_count=134299 134267 3083 3062 3039 2899 2863 131184 131000 184 140 164 130972 1418 583 143 73 70 835 129554 117898 11656 104 cat_boundaries=0 6 11 12 16 22 cat_threshold=815826432 269489664 675300608 2147614752 16777219 33570816 2147745792 67371011 4100 286883840 131648 2258 2147483648 262144 4 268435456 1073907970 1074348048 2164392514 1216349193 268439568 336005 is_linear=0 shrinkage=0.01 Tree=584 num_leaves=22 num_cat=3 split_feature=5 0 3 2 25 0 4 3 2 3 2 25 24 3 5 4 0 26 3 3 26 split_gain=44718.4 40552.3 400746 127626 114253 172902 123648 97776.9 104398 57454.8 132940 50194.8 71462.4 49613.7 41356.1 35782.6 30657 4562.69 7580.12 6241.92 2968.02 threshold=1066.3056000000001 44.631000000000007 544.35000000000002 543.20000000000016 0 1083.9006000000002 293.27220000000005 400.11250000000007 70.64500000000001 364.63500000000005 1048.2900000000002 1 2 134.02375000000004 100.51600000000003 52.021000000000008 393.82500000000005 2022.5000000000002 650.90000000000009 650.90000000000009 2022.5000000000002 decision_type=2 2 2 2 9 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 7 3 4 5 6 -3 9 15 10 11 12 -1 -13 16 17 -6 18 -9 -19 -16 right_child=-2 2 -4 -5 14 -7 -8 8 -10 -11 -12 13 -14 -15 20 -17 -18 19 -20 -21 -22 leaf_value=0.10277798116850338 -0.37450225253589453 0.073317936419962398 1.2961621078491212 0.75126850724220273 -0.026829553574711916 0.93280572704646902 -0.47593709037417453 -0.083633280170983398 -0.69632128805727578 0.42933767780180904 -0.69019618306841168 -0.0023230289092961969 -0.010981538367701008 0.086497068726752377 -0.45594425940513611 -0.4658612835407257 -0.1963434864403838 -0.027556167817583271 0.13795640202668996 -0.19011454485018145 -0.28366473984718321 leaf_weight=1102 32 1698 25 24 1113 23 42 38 37 31 28 128070 1100 632 20 25 118 51 26 44 20 leaf_count=1102 32 1698 25 24 1113 23 42 38 37 31 28 128070 1100 632 20 25 118 51 26 44 20 internal_value=0 -0.000632777 0.0352162 0.0249076 0.0191618 0.0710429 0.0600601 -0.00147528 -0.211638 -0.00112063 -0.00122254 -0.00107517 0.0461571 -0.00188673 -0.0529446 -0.114175 -0.0430787 -0.058878 0.00638753 -0.102846 -0.369804 internal_weight=0 134267 3083 3058 3034 1763 1740 131184 221 130963 130932 130904 2202 128702 1271 184 1231 159 64 95 40 internal_count=134299 134267 3083 3058 3034 1763 1740 131184 221 130963 130932 130904 2202 128702 1271 184 1231 159 64 95 40 cat_boundaries=0 6 11 12 cat_threshold=815825408 136704 675304704 2147614720 16777216 33570816 2147745792 67371011 4100 291078144 134881858 1836 is_linear=0 shrinkage=0.01 Tree=585 num_leaves=22 num_cat=7 split_feature=2 25 15 24 0 3 24 4 4 3 6 25 25 26 0 25 3 26 24 6 26 split_gain=43164.2 40735.2 53968.3 51179.6 38075.1 184459 126580 250536 80608.1 55125.2 44664.7 43075.9 30188.3 26223.7 23931.6 20155.2 20045.9 17349.5 11235 1526.48 1121.95 threshold=1048.2900000000002 0 756.4475000000001 1 172.45500000000001 400.11250000000007 2 232.66575000000003 54.310000000000009 1048.2900000000002 783.98480000000006 3 4 2022.5000000000002 114.27500000000002 5 46.485599999999998 2022.5000000000002 6 1043.5418000000002 2022.5000000000002 decision_type=2 9 2 1 2 2 1 2 2 2 2 9 9 2 2 9 2 2 1 2 2 left_child=1 3 4 12 9 6 8 -8 -6 10 11 -3 13 -1 15 17 18 -5 -17 -12 -14 right_child=-2 2 -4 14 5 -7 7 -9 -10 -11 19 -13 20 -15 -16 16 -18 -19 -20 -21 -22 leaf_value=0.28621393067496165 0.33220738004415468 0.10324797797975992 -0.50697703702109198 -0.37387970176610086 -0.058600969958552129 0.8941182015492366 0.08869583844774423 1.1130195854187013 -0.55208952607335271 -0.422084123242286 -0.3781422246020773 -0.00055369515445954486 -0.10165780644262991 0.021181609183549881 -0.46222498884797097 -0.14728734073475896 -0.38626558613777162 -0.12799295147260031 -0.030126337367434832 -0.25868827068805694 -0.043242076873779303 leaf_weight=70 39 391 21 55 314 26 532 25 37 31 23 131826 62 80 20 107 20 60 334 20 70 leaf_count=70 39 391 21 55 314 26 532 25 37 31 23 131826 62 80 20 107 20 60 334 20 70 internal_value=0 -0.00052321 -7.32871e-05 -0.0680282 6.60966e-06 0.0636303 0.0398498 0.132296 -0.107557 -0.000442586 -0.000343759 -0.00023896 0.042465 0.135809 -0.120147 -0.110355 -0.0749923 -0.225944 -0.0625761 -0.322582 -0.0657023 internal_weight=0 134124 133246 878 133225 934 908 557 351 132291 132260 132217 282 150 596 576 461 115 441 43 132 internal_count=134163 134124 133246 878 133225 934 908 557 351 132291 132260 132217 282 150 596 576 461 115 441 43 132 cat_boundaries=0 6 7 8 13 17 21 22 cat_threshold=0 262145 266244 536936448 2112 672 561 689 1048576 2 0 134217856 8192 0 262144 4100 65536 0 262144 4 65536 1088 is_linear=0 shrinkage=0.01 Tree=586 num_leaves=20 num_cat=1 split_feature=1 2 2 25 1 0 9 9 3 3 18 3 7 9 0 1 1 9 3 split_gain=54565.3 79607.6 69860.4 40281.9 133834 78676.6 58576.3 56560.2 707718 52033.6 45703.2 39125.8 55509.7 20204.1 18550.8 9047.1 5800.75 2424.16 206.252 threshold=650.90000000000009 1048.2900000000002 132.07150000000004 0 480.00160000000005 1083.9006000000002 442.89500000000004 362.49400000000003 134.02375000000004 650.90000000000009 203.08300000000006 782.62500000000011 550.05000000000007 396.4661000000001 91.825000000000003 1066.3056000000001 789.60480000000007 673.83140000000014 1048.2900000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 14 4 6 7 9 11 13 10 -1 12 -5 -9 15 16 -2 -8 -13 right_child=2 -3 -4 5 -6 -7 17 8 -10 -11 -12 18 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.016648804402921408 -0.15016545189751518 0.46355324126981401 -0.75308910703659049 0.0008675179684131428 0.76054070342670788 0.47533907767704559 -0.32050165501507849 0.19870312531789144 1.8970807729448591 -0.47447187480926517 -0.40115806533444315 -0.26615496171557385 0.28665978866464953 -0.14081156774823783 0.16674085998535154 -0.028841077940804618 -0.3615590815544128 -0.47261917877197263 -0.30806120951970417 leaf_weight=10944 27 37 20 122644 22 35 22 21 21 25 31 23 68 106 20 28 25 20 24 leaf_count=10944 27 37 20 122644 22 35 22 21 21 25 31 23 68 106 20 28 25 20 24 internal_value=0 -0.000231465 -0.213566 -0.000359519 -0.0186268 0.00128584 -0.0201961 0.00115094 0.196523 -0.0187729 -0.0177349 0.000915401 0.00102589 -0.0846713 -0.105662 -0.173762 -0.251797 -0.392939 -0.287554 internal_weight=0 134043 120 134006 11064 122942 11042 122907 148 11000 10975 122759 122712 127 100 80 52 42 47 internal_count=134163 134043 120 134006 11064 122942 11042 122907 148 11000 10975 122759 122712 127 100 80 52 42 47 cat_boundaries=0 6 cat_threshold=1078067456 1091322113 3229896708 538509320 1644169282 672 is_linear=0 shrinkage=0.01 Tree=587 num_leaves=17 num_cat=1 split_feature=1 2 2 25 1 0 4 3 9 13 3 10 0 1 1 9 split_gain=53479.4 78023.4 68470.1 39480.3 131171 77111 66265.2 81162.3 57410.6 55022.6 50998.2 26467.1 18181.6 8867.06 5685.32 2375.92 threshold=650.90000000000009 1048.2900000000002 132.07150000000004 0 480.00160000000005 1083.9006000000002 1066.3056000000001 1048.2900000000002 442.89500000000004 638.18750000000011 650.90000000000009 638.18750000000011 91.825000000000003 1066.3056000000001 789.60480000000007 673.83140000000014 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 12 4 8 6 7 9 10 -5 11 -1 13 14 -2 -10 right_child=2 -3 -4 5 -6 -7 -8 -9 15 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.016877595478714213 -0.14866378784179687 0.45891777332846984 -0.74555822277069095 0.0010048839738076754 0.75293527343056432 0.47058568688801361 -0.54763313217596576 0.5598938046968901 -0.31729664260690865 0.39201037711567355 -0.46972716684341431 -0.37223022949127926 0.16507343673706054 -0.028552673884800504 -0.35794348957538602 -0.46789298272132873 leaf_weight=10954 27 37 20 122823 22 35 22 26 22 36 25 21 20 28 25 20 leaf_count=10954 27 37 20 122823 22 35 22 26 22 36 25 21 20 28 25 20 internal_value=0 -0.00022915 -0.211431 -0.000355924 -0.0184406 0.00127298 0.00113944 0.00123768 -0.0199942 0.00111946 -0.0185852 -0.0175575 -0.104605 -0.172025 -0.249279 -0.389009 internal_weight=0 134043 120 134006 11064 122942 122907 122885 11042 122859 11000 10975 100 80 52 42 internal_count=134163 134043 120 134006 11064 122942 122907 122885 11042 122859 11000 10975 100 80 52 42 cat_boundaries=0 6 cat_threshold=1078067456 1091322113 3229896708 538509320 1644169282 672 is_linear=0 shrinkage=0.01 Tree=588 num_leaves=24 num_cat=2 split_feature=1 2 2 14 2 0 24 26 0 25 5 0 0 9 5 13 1 0 0 26 1 1 14 split_gain=52415.2 76470.7 67107.6 39129.4 94007.9 45184.5 267817 168393 82299.7 48081.1 83056 77021.1 147146 71671.4 41568.5 36949.6 29597.6 17819.8 12440.5 9425.76 8690.61 5572.18 1084.95 threshold=650.90000000000009 1048.2900000000002 132.07150000000004 479.13100000000003 80.954000000000022 431.47500000000008 0 2022.5000000000002 542.34225000000004 1 544.35000000000002 309.85375000000005 362.49400000000003 553.50000000000011 783.48000000000013 543.20000000000016 6.2950000000000008 91.825000000000003 643.62800000000016 2022.5000000000002 1066.3056000000001 789.60480000000007 739.41125000000011 decision_type=2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 17 5 22 9 7 8 -7 11 15 13 -13 -1 -12 -11 19 20 -9 -8 21 -2 -5 right_child=2 -3 -4 4 -6 6 16 18 -10 10 14 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.017465174489721666 -0.1471771600511339 0.45432854706371151 -0.73810264444351192 -0.068601473084715911 -0.81323035669326782 0.57823454676003294 -0.023892729975960474 1.0916662598401308 -0.1178425224815927 0.0014143552467215787 0.69383396501541139 0.9059273673937871 -0.099977572415814259 -0.40054132755921812 0.13282312814678465 0.37843556037315956 -0.4749176770243152 0.16342271041870116 0.77875781474290062 -0.21566010912725081 -0.028267140558787755 -0.35436405748128891 0.011385745235851832 leaf_weight=14956 27 37 20 43 20 29 55 24 41 118519 25 26 33 49 28 26 29 20 27 48 28 25 28 leaf_count=14956 27 37 20 43 20 29 55 24 41 118519 25 26 33 49 28 26 29 20 27 48 28 25 28 internal_value=0 -0.000226859 -0.209316 -0.000352365 -0.207645 -0.000211502 0.133302 0.451631 0.170532 -0.00046422 0.00167385 -0.0172868 0.343303 -0.0187161 0.397451 0.00149705 -0.179144 -0.103559 0.926009 -0.11326 -0.170305 -0.246786 -0.0370572 internal_weight=0 134043 120 134006 91 133915 253 121 70 133662 118598 15064 59 15005 53 118545 132 100 51 103 80 52 71 internal_count=134163 134043 120 134006 91 133915 253 121 70 133662 118598 15064 59 15005 53 118545 132 100 51 103 80 52 71 cat_boundaries=0 1 7 cat_threshold=3906 1078100226 1091322113 3229896708 538509320 570427456 672 is_linear=0 shrinkage=0.01 Tree=589 num_leaves=17 num_cat=4 split_feature=7 13 25 15 3 26 24 2 7 25 0 25 3 26 26 26 split_gain=50073.8 40906.5 38515.7 54008.6 55643.5 74043.6 48649.1 48642 62644.8 34674 21737.1 20071.4 19458 18144.9 13957.1 124.155 threshold=1043.5418000000002 943.76675000000012 0 756.4475000000001 782.62500000000011 2022.5000000000002 1 1048.2900000000002 657.87500000000011 2 60.461000000000006 3 46.485599999999998 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 1 2 2 9 2 9 2 2 2 2 left_child=1 2 6 4 7 -6 9 8 -4 14 11 13 -13 -8 -1 -11 right_child=-2 -3 3 -5 5 -7 10 -9 -10 15 -12 12 -14 -15 -16 -17 leaf_value=0.23063240313529967 -0.42325455024838449 0.45189741086959845 -0.00024367585776829696 -0.51957014894485476 -0.1787576763402848 0.55452122390270231 -0.3708343969179051 0.37273478346211569 0.35378546895980834 -0.092020529141792887 -0.42769260724837133 -0.059588350270866251 -0.37857527637481692 -0.11847371120905054 0.050926116349849296 -0.11347897101725851 leaf_weight=80 28 20 133075 20 21 40 56 35 50 52 22 436 20 58 94 56 leaf_count=80 28 20 133075 20 21 40 56 35 50 52 22 436 20 58 94 56 internal_value=0 -0.00032147 -0.000388908 4.76046e-05 0.000125617 0.302081 -0.0661784 -1.27078e-05 -0.000110707 0.0414307 -0.117275 -0.107351 -0.0720001 -0.222889 0.126292 -0.0944058 internal_weight=0 134135 134115 133241 133221 61 874 133160 133125 282 592 570 456 114 174 108 internal_count=134163 134135 134115 133241 133221 61 874 133160 133125 282 592 570 456 114 174 108 cat_boundaries=0 6 7 13 17 cat_threshold=0 262145 266244 536936448 2112 672 561 0 262144 4100 65536 0 512 0 262144 4 65536 is_linear=0 shrinkage=0.01 Tree=590 num_leaves=30 num_cat=3 split_feature=25 2 8 4 2 3 4 26 25 25 3 2 15 2 1 26 14 14 13 4 8 1 4 26 3 26 3 8 3 split_gain=47263.1 112711 91664.1 95253.2 83786.1 78301 77641.4 73377.7 127451 63409.1 52759.3 37212.3 35457.1 29469.1 82586.4 30749.3 29072.1 25630 24734.6 19341.8 18444.2 14996.6 11627.5 18795.7 6741.31 4943.42 6649.63 1643.07 129.77 threshold=0 1048.2900000000002 364.41700000000009 440.18000000000006 91.035000000000011 1048.2900000000002 44.972850000000008 2022.5000000000002 1 2 317.21700000000004 783.48000000000013 441.00000000000006 271.95250000000004 77.943750000000009 2022.5000000000002 346.92500000000007 426.32200000000006 543.20000000000016 75.880790000000005 673.83140000000014 24.275832000000005 783.48000000000013 2022.5000000000002 650.90000000000009 2022.5000000000002 441.87500000000006 484.61250000000007 400.11250000000007 decision_type=9 2 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 left_child=1 2 3 5 22 7 20 9 -9 -1 11 12 13 16 15 -15 18 -18 -2 21 27 24 23 -5 25 28 -27 -4 -12 right_child=10 -3 6 4 -6 -7 -8 8 -10 -11 19 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 leaf_value=-0.029705537651203297 -0.0012563875124087314 0.62850652110576632 -0.20935179805755616 0.44837042757663237 0.89071994638442986 0.58595648646354681 -0.80390678199274213 0.18523858698090512 -0.013579474637850919 0.044480871617346117 -0.12451757769584657 -0.38662904014587407 0.3130078442229165 0.19544537898372202 0.66126822624206538 -0.094628416677064536 0.50007910206204376 0.068659633561968803 0.30721493831047647 -0.46967862302064894 0.0096298390357418256 -0.38616786576452711 0.037351229112181396 0.096874529495835304 -0.25290720172550368 -0.092076130632091968 0.12532800801098348 -0.3114652576813331 -0.15781836243515665 leaf_weight=1340 115044 30 40 29 20 24 21 325 8595 8049 25 25 36 68 25 79 21 40 26 20 47 21 36 32 23 34 24 26 22 leaf_count=1340 115044 30 40 29 20 24 21 325 8595 8049 25 25 36 68 25 79 21 40 26 20 47 21 36 32 23 34 24 26 22 internal_value=0 0.0160465 0.0150665 0.0169592 0.301383 0.015144 -0.245534 0.0143958 -0.0061431 0.0339087 -0.00111978 -0.000861233 -0.000777617 -0.000875587 0.129921 0.0395554 -0.00107099 0.217181 -0.00118669 -0.177678 -0.141766 -0.138484 0.17987 0.263979 -0.0978479 -0.0638825 -0.0021158 -0.249578 -0.140105 internal_weight=0 18614 18584 18450 117 18333 134 18309 8920 9389 115533 115364 115339 115303 172 147 115131 61 115070 169 113 149 97 61 128 105 58 66 47 internal_count=134147 18614 18584 18450 117 18333 134 18309 8920 9389 115533 115364 115339 115303 172 147 115131 61 115070 169 113 149 97 61 128 105 58 66 47 cat_boundaries=0 6 11 16 cat_threshold=2186575872 393219 1074026581 150995072 669761 67125280 0 2 16 134217728 8192 2147483648 131074 2128 150994944 8192 is_linear=0 shrinkage=0.01 Tree=591 num_leaves=29 num_cat=2 split_feature=25 8 0 4 0 0 3 9 25 3 9 15 4 26 0 0 8 5 5 4 9 1 8 3 26 3 3 8 split_gain=46328 94477.2 106443 101175 262892 97483 78533.3 74206.7 73356.9 51709.4 61138.5 34791.5 34548.1 29482.2 28472.1 24857.2 21410.5 40740.2 26128.2 18956.9 14815.4 14698.2 14652.2 6607.16 4845.05 6517.31 127.187 20.0384 threshold=0 400.67950000000002 172.45500000000001 440.18000000000006 45.662525000000009 1083.9006000000002 1048.2900000000002 783.98480000000006 1 317.21700000000004 673.83140000000014 441.00000000000006 783.48000000000013 2022.5000000000002 479.65650000000011 643.62800000000016 293.68850000000003 28.271500000000003 199.59643500000001 75.880790000000005 8.0855000000000015 24.275832000000005 673.83140000000014 650.90000000000009 2022.5000000000002 441.87500000000006 400.11250000000007 484.61250000000007 decision_type=9 2 2 2 2 2 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 20 5 12 6 7 8 -1 10 11 14 13 -5 16 -16 18 -18 -2 21 22 23 27 24 26 -26 -11 -3 right_child=9 2 -4 4 -6 -7 -8 -9 -10 19 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 leaf_value=0.23078372093819596 -0.0010799855781150303 -0.2142468996275039 -0.92613604965806007 0.45435695616468308 1.3537821769714355 -0.57373084804841445 0.60073464103367014 -0.47281550468937045 0.014967342383659493 -0.12327240171432495 0.55199416780471799 0.30987775610552898 -0.1669893641589266 0.033644676870769927 0.42523763689501537 0.03864880231710581 0.048701746089117863 0.53119640009743829 -0.10049045916590489 -0.46498182833194734 -0.37590616643428804 -0.38230618133431393 0.053785698495127938 -0.25037811880526334 -0.09115537218749524 0.12407472476363182 -0.1562401784224097 -0.20043236005873907 leaf_weight=149 114849 21 20 31 20 28 23 31 18137 25 20 36 33 36 29 39 105 21 265 20 20 21 44 23 34 24 22 21 leaf_count=149 114849 21 20 31 20 28 23 31 18137 25 20 36 33 36 29 39 105 21 265 20 20 21 44 23 34 24 22 21 internal_value=0 0.0158871 -0.257004 0.0177555 0.307177 0.0158647 0.0167648 0.0160315 0.0168603 -0.00110858 -0.000852621 -0.000948481 0.0978562 0.228303 -0.00104552 0.203518 -0.00116623 0.129118 -0.00130884 -0.175901 -0.130753 -0.137099 -0.0737406 -0.0968694 -0.0632436 -0.00209464 -0.138704 -0.20734 internal_weight=0 18614 126 18488 120 18368 18340 18317 18286 115533 115364 115344 100 67 115308 68 115240 126 115114 169 106 149 86 128 105 58 47 42 internal_count=134147 18614 126 18488 120 18368 18340 18317 18286 115533 115364 115344 100 67 115308 68 115240 126 115114 169 106 149 86 128 105 58 47 42 cat_boundaries=0 6 11 cat_threshold=2186575872 393219 1074026581 150995072 669761 67125280 0 0 4 0 8192 is_linear=0 shrinkage=0.01 Tree=592 num_leaves=18 num_cat=1 split_feature=25 2 9 6 9 9 3 3 7 2 3 11 2 26 5 9 9 split_gain=45101.1 201345 114647 106859 98788.1 111788 556681 173384 81283.3 67419.6 62116.5 57622.9 40133 119784 45696.1 18114.8 511.589 threshold=0 1048.2900000000002 783.98480000000006 657.87500000000011 783.98480000000006 362.49400000000003 40.251250000000006 1048.2900000000002 783.98480000000006 783.48000000000013 782.62500000000011 751.80750000000012 271.95250000000004 2022.5000000000002 364.99000000000007 553.50000000000011 442.89500000000004 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 9 5 7 15 8 11 10 12 -1 14 -14 -2 16 -7 right_child=2 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 leaf_value=0.015403547626749756 -0.0011194591408033949 0.89557357169114626 0.75605155634880061 0.5031797778606415 -0.54909232401078745 -0.21653891725973651 1.837565711557865 -0.89397220384506948 -0.52313047647476196 -0.46760591906885951 -0.48078498857992663 0.49584656753540041 0.40830523196856183 -0.096989205954026214 -0.19884596295718454 0.16386851979338604 -0.14834208488464357 leaf_weight=17255 116249 26 20 42 31 22 20 21 28 31 27 25 90 98 117 23 22 leaf_count=17255 116249 26 20 42 31 22 20 21 28 31 27 25 90 98 117 23 22 internal_value=0 0.0162169 -0.00100597 -0.00113585 0.0149157 0.0159196 0.373482 0.0141245 0.0152263 -0.00131749 -0.0011935 0.0160986 -0.0010824 0.144907 -0.00131826 -0.0635583 -0.182441 internal_weight=0 17473 116674 116654 17447 17416 87 17329 17308 116612 116581 17280 116554 188 116366 67 44 internal_count=134147 17473 116674 116654 17447 17416 87 17329 17308 116612 116581 17280 116554 188 116366 67 44 cat_boundaries=0 6 cat_threshold=2186575872 394243 1074026581 150995072 669760 67125280 is_linear=0 shrinkage=0.01 Tree=593 num_leaves=24 num_cat=2 split_feature=25 2 14 0 2 24 1 2 15 4 6 1 2 15 9 13 0 0 2 13 15 14 13 split_gain=44549 107717 78894.9 85736.3 547051 205583 122956 81574.7 75518.4 72846.2 76720.6 47441.9 42549.8 42002.5 35530.6 30383.4 28929.8 23329.4 21570.6 12555.2 8187.01 2119.6 0.0088878 threshold=0 1048.2900000000002 298.46000000000009 212.70000000000005 160.61250000000001 1 2.2090000000000005 21.745000000000005 186.64250000000001 783.48000000000013 442.27000000000004 56.871000000000002 783.48000000000013 441.00000000000006 673.83140000000014 444.2706 479.65650000000011 643.62800000000016 12.352500000000001 8.3632500000000025 550.80000000000007 539.28000000000009 543.20000000000016 decision_type=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 2 3 8 5 11 -7 21 9 10 -1 -5 13 14 15 16 18 -18 -2 20 -10 -4 -17 right_child=12 -3 7 4 -6 6 -8 -9 19 -11 -12 -13 -14 -15 -16 22 17 -19 -20 -21 -22 -23 -24 leaf_value=0.014324626084302268 -0.0020943985034973687 0.61431651600201931 -0.063141728349634121 0.30820239600611898 1.3563745791230883 -0.034496675733572395 -0.67820122909545899 -0.82082383473714193 -0.11792206958282826 -0.42837720411049357 0.30702776429388257 0.81370245428134991 -0.40558251087482161 0.33587718705873232 0.40073108824816617 -0.25553088144822556 0.41295490161577858 0.044053834199905398 0.019732384018304721 -0.40815705882178416 -0.30320271939942328 -0.16815446084737778 -0.25525529060363772 leaf_weight=17842 110610 30 37 82 35 195 35 21 86 37 90 24 26 37 22 22 30 40 4721 27 33 40 25 leaf_count=17842 110610 30 37 82 35 195 35 21 86 37 90 24 26 37 22 22 30 40 4721 27 33 40 25 internal_value=0 0.0155786 0.0146204 0.0161206 0.166606 0.0426713 -0.126933 -0.268365 0.0130387 0.0148791 0.0157937 0.386219 -0.00108755 -0.000996594 -0.00110454 -0.00118111 -0.00107758 0.202154 -0.00120093 -0.213474 -0.169302 -0.117694 -0.255384 internal_weight=0 18614 18584 18486 371 336 230 98 18115 17969 17932 106 115533 115507 115470 115448 115401 70 115331 146 119 77 47 internal_count=134147 18614 18584 18486 371 336 230 98 18115 17969 17932 106 115533 115507 115470 115448 115401 70 115331 146 119 77 47 cat_boundaries=0 6 7 cat_threshold=2186575872 393219 1074026581 150995072 669761 67125280 1348 is_linear=0 shrinkage=0.01 Tree=594 num_leaves=14 num_cat=0 split_feature=7 6 2 6 16 9 3 3 14 17 6 7 7 split_gain=39389.8 74448.2 44690.8 55154.1 36466.1 39698.8 612871 212131 49243.5 36614.1 22096.2 480.1 0.106546 threshold=657.87500000000011 78.948750000000018 1048.2900000000002 783.98480000000006 756.4475000000001 362.49400000000003 232.66575000000003 1048.2900000000002 49.170000000000009 407.74900000000008 1043.5418000000002 783.98480000000006 1043.5418000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 11 3 4 5 7 8 9 -7 -1 -5 -2 -13 right_child=1 -3 -4 10 -6 6 -8 -9 -10 -11 -12 12 -14 leaf_value=0.0010274147243470907 -0.0099443292617797854 -0.72954040345691495 0.33145750604024748 0.47002591048969938 -0.38077288267612458 -0.10039227640291351 1.7590396063668388 -0.88532070301197197 0.41357029546584401 0.22659399509429931 0.094282974785771856 -0.066300871706008915 -0.067267072314307813 leaf_weight=133622 22 21 41 34 25 166 21 27 21 72 29 25 21 leaf_count=133622 22 21 41 34 25 166 21 27 21 72 29 25 21 internal_value=0 -0.209093 0.00135346 0.00125247 0.00111334 0.00118463 0.139229 0.000969902 -0.0426746 0.00114889 0.297065 -0.0483663 -0.066742 internal_weight=0 89 134058 134017 133954 133929 208 133721 187 133694 63 68 46 internal_count=134147 89 134058 134017 133954 133929 208 133721 187 133694 63 68 46 is_linear=0 shrinkage=0.01 Tree=595 num_leaves=20 num_cat=8 split_feature=3 7 25 3 25 24 25 24 25 22 6 4 7 25 0 1 25 3 3 split_gain=129003 171540 72411.5 54765.3 48428.7 141775 71584.8 45499.8 43604.4 42241.6 44111.3 55564.2 51644.2 33292.6 32081.8 13118.6 9666.45 5149.46 797.594 threshold=544.35000000000002 8.3632500000000025 0 1048.2900000000002 1 2 3 4 5 288.94250000000005 336.95674000000002 1066.3056000000001 225.07500000000002 6 139.33500000000001 3.2775000000000007 7 782.62500000000011 650.90000000000009 decision_type=2 2 9 2 9 1 9 1 9 2 2 2 2 9 2 2 9 2 2 left_child=2 3 -1 15 5 8 7 -7 -4 10 11 13 14 -6 -12 17 -9 18 -2 right_child=1 -3 4 -5 9 6 -8 16 -10 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.20869068778644909 -0.23694485409855845 0.52294501087882306 0.4066203822318773 -0.80680603345235191 0.013277157623563811 0.18479660918183677 -0.22089719710928024 -0.097396896619063145 0.11865074677010105 0.44893729852778569 -0.12930025716133128 0.45426063345538248 0.28664593237417718 -0.0014021565903998257 -0.46941745556890968 -0.54699725222587592 0.031061038211383649 -0.36553920416996399 -0.15623747343818348 leaf_weight=155 25 22 123 30 17838 141 122 120 136 21 208 27 27 115000 32 20 103 29 24 leaf_count=155 25 22 123 30 17838 141 122 120 136 21 208 27 27 115000 32 20 103 29 24 internal_value=0 -0.292755 0.0006698 -0.432954 0.000927672 0.0807916 -0.0209795 0.0501406 0.265441 0.000474794 0.00040409 0.000662129 -0.128001 0.000569932 -0.174649 -0.318509 -0.0392777 -0.259923 -0.197415 internal_weight=0 150 134053 128 133898 745 486 364 259 133153 133132 132865 267 132838 240 98 223 78 49 internal_count=134203 150 134053 128 133898 745 486 364 259 133153 133132 132865 267 132838 240 98 223 78 49 cat_boundaries=0 4 10 11 15 16 21 27 30 cat_threshold=0 2 0 16777216 0 262144 4100 128 663552 8192 1668 0 262144 4100 128 49 0 0 4096 0 8192 2722103296 69337105 1107583056 818151424 33577538 67109536 0 0 4096 is_linear=0 shrinkage=0.01 Tree=596 num_leaves=20 num_cat=8 split_feature=3 7 25 3 25 24 25 25 24 22 6 4 7 25 0 1 25 3 3 split_gain=126436 168126 71057.2 53675.4 47064.1 133812 70920.3 44948.4 44655 41399.7 43238.1 54456.9 50616.5 32724.5 31443.4 12857.6 9489.39 5046.98 781.722 threshold=544.35000000000002 8.3632500000000025 0 1048.2900000000002 1 2 3 4 5 288.94250000000005 336.95674000000002 1066.3056000000001 225.07500000000002 6 139.33500000000001 3.2775000000000007 7 782.62500000000011 650.90000000000009 decision_type=2 2 9 2 9 1 9 9 1 2 2 2 2 9 2 2 9 2 2 left_child=2 3 -1 15 5 7 8 -4 -7 10 11 13 14 -6 -12 17 -10 18 -2 right_child=1 -3 4 -5 9 6 -8 -9 16 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.20673026070450293 -0.23457540756464007 0.51771559195085004 0.40285989752389434 -0.79873797988891593 0.01322719452189995 0.18307102934019454 -0.2272796117581003 0.10949669282776968 -0.096497848987579349 0.44444792408407446 -0.12800725485914602 0.44971804433398777 0.2837794812520345 -0.0013750811543745559 -0.46472328227013349 -0.5415272619724274 0.030777919925419634 -0.36188381266491165 -0.15467509726683298 leaf_weight=155 25 22 123 30 17697 141 113 130 120 21 208 27 27 115156 32 20 103 29 24 leaf_count=155 25 22 123 30 17697 141 113 130 120 21 208 27 27 115156 32 20 103 29 24 internal_value=0 -0.289828 0.000663271 -0.428624 0.00091872 0.0804479 -0.0192577 0.262015 0.0496709 0.000476749 0.000406762 0.000662204 -0.126721 0.000570942 -0.172903 -0.315324 -0.0389134 -0.257323 -0.195441 internal_weight=0 150 134053 128 133898 730 477 253 364 133168 133147 132880 267 132853 240 98 223 78 49 internal_count=134203 150 134053 128 133898 730 477 253 364 133168 133147 132880 267 132853 240 98 223 78 49 cat_boundaries=0 4 10 11 15 20 21 27 30 cat_threshold=0 2 0 16777216 0 262144 4100 128 139264 8192 1668 0 262144 4100 128 0 0 4096 0 8192 49 2722103296 69337089 1107583056 818151424 34101826 67109408 0 0 4096 is_linear=0 shrinkage=0.01 Tree=597 num_leaves=17 num_cat=2 split_feature=3 7 25 2 3 25 1 0 7 4 0 9 0 1 3 3 split_gain=123920 164781 69728.3 61785.7 52607.3 51384.8 57406.9 50140.1 49905.4 49360.2 115283 47196.3 46197.1 12601.7 4946.55 766.165 threshold=544.35000000000002 8.3632500000000025 0 1048.2900000000002 1048.2900000000002 1 480.00160000000005 1083.9006000000002 46.253600000000013 293.27220000000005 172.45500000000001 46.518000000000008 431.47500000000008 3.2775000000000007 782.62500000000011 650.90000000000009 decision_type=2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=2 4 -1 5 13 6 8 9 11 12 -11 -4 -7 14 15 -2 right_child=1 -3 3 -5 -6 7 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 leaf_value=-0.20478824968049023 -0.23222965259552003 0.51253841660239485 0.13192341540722136 0.41513308452235331 -0.79075062402089447 0.00033939344269780328 -0.44304165649414062 0.41610118352133657 -0.33855843009948727 -0.066779585459210852 -0.75816759549654456 -0.32891701737175816 0.15556773023252995 -0.53611199891567229 -0.35826497648810518 -0.15312834754586221 leaf_weight=155 25 22 658 36 30 132556 20 29 25 333 26 23 192 20 29 24 leaf_count=155 25 22 658 36 30 132556 20 29 25 333 26 23 192 20 29 24 internal_value=0 -0.286929 0.000656793 0.000909842 -0.424338 0.000798511 0.0841246 0.000337784 0.10025 0.000247227 -0.116852 0.116359 0.000563908 -0.312171 -0.25475 -0.193486 internal_weight=0 150 134053 133898 128 133862 726 133136 706 133107 359 681 132748 98 78 49 internal_count=134203 150 134053 133898 128 133862 726 133136 706 133107 359 681 132748 98 78 49 cat_boundaries=0 4 10 cat_threshold=0 2 0 16777216 0 262144 4100 128 139264 8192 is_linear=0 shrinkage=0.01 Tree=598 num_leaves=18 num_cat=2 split_feature=25 9 2 13 9 9 2 25 0 7 5 2 15 14 17 2 26 split_gain=73668.1 42073.1 93119.2 152030 102441 68062.6 68064 40430 74036.6 63589.3 43303.7 32033.6 30183.1 41350.3 26970.9 12523.5 7928.88 threshold=0 189.01250000000002 255.07275000000001 196.52100000000004 1023.8910000000002 177.87500000000003 783.48000000000013 1 1083.9006000000002 441.87500000000006 1.1847500000000002 6.9846400000000015 191.23400000000007 108.99250000000002 34.397500000000001 1048.2900000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=16 5 3 4 12 6 7 10 9 -9 11 -2 13 -3 -12 -8 -1 right_child=1 2 -4 -5 -6 -7 15 8 -10 -11 14 -13 -14 -15 -16 -17 -18 leaf_value=-0.15052948813689385 0.028620669391161514 -0.072019293910468005 -0.6493042009217399 0.68790552139282224 -0.74839365751846987 0.51254112798434037 0.18080355619772889 -0.0013134728899327713 0.53257836841619932 0.24726105187630767 -0.066455176010961708 -0.04182160341705151 -0.44436446595191953 0.33197346872753569 0.30597226905822755 0.44136665017264232 -0.29316133278608325 leaf_weight=76 9818 411 28 26 23 26 39 122053 26 103 701 691 20 27 20 35 80 leaf_count=76 9818 411 28 26 23 26 39 122053 26 103 701 691 20 27 20 35 80 internal_value=0 0.000592496 -0.0879102 -0.0569062 -0.0971663 0.000947183 0.000847536 0.000679362 -0.000990232 -0.00110388 0.0188286 0.0239889 -0.0644627 -0.0471156 -0.0561243 0.304043 -0.2102 internal_weight=0 134047 535 507 481 133512 133486 133412 122182 122156 11230 10509 458 438 721 74 156 internal_count=134203 134047 535 507 481 133512 133486 133412 122182 122156 11230 10509 458 438 721 74 156 cat_boundaries=0 4 10 cat_threshold=0 2 0 16777216 2151677952 69599233 33845268 281280640 686594 67133984 is_linear=0 shrinkage=0.01 Tree=599 num_leaves=17 num_cat=5 split_feature=3 7 25 2 3 25 24 0 4 0 1 24 1 24 3 3 split_gain=121547 161305 67019.1 59616 51589.1 50292.1 176844 48033.8 49622.2 112502 45324.9 29203.6 12322.1 8291.31 4845.39 754.994 threshold=544.35000000000002 8.3632500000000025 0 1048.2900000000002 1048.2900000000002 1 2 1083.9006000000002 293.27220000000005 172.45500000000001 1066.3056000000001 3 3.2775000000000007 4 782.62500000000011 650.90000000000009 decision_type=2 2 9 2 2 9 1 2 2 2 2 1 2 1 2 2 left_child=2 4 -1 5 12 6 -4 8 10 -10 -7 -8 14 -13 15 -2 right_child=1 -3 3 -5 -6 7 11 -9 9 -11 -12 13 -14 -15 -16 -17 leaf_value=-0.20076751165679008 -0.23009312965869902 0.5068196275017478 0.40060871674141418 0.40777998911009894 -0.78297344493865961 0.0005505345414081196 -0.13381800207385311 0.40734225626649528 -0.067544362140427 -0.75024644228128279 0.40292936750820707 0.1032123590583232 -0.53049055707454684 -0.011295829285356336 -0.35471836170245857 -0.15157060240705808 leaf_weight=155 25 22 132 36 30 132938 125 29 337 26 28 124 20 123 29 24 leaf_count=155 25 22 132 36 30 132938 125 29 337 26 28 124 20 123 29 24 internal_value=0 -0.284172 0.000646876 0.00089496 -0.420124 0.000785601 0.0995119 0.000404993 0.000316511 -0.116443 0.000635268 -0.0150192 -0.309048 0.0479693 -0.252267 -0.191633 internal_weight=0 150 134053 133898 128 133862 504 133358 133329 363 132966 372 98 247 78 49 internal_count=134203 150 134053 133898 128 133862 504 133358 133329 363 132966 372 98 247 78 49 cat_boundaries=0 4 9 10 11 12 cat_threshold=0 2 0 16777216 0 262144 4100 0 139264 1156 2312 529 is_linear=0 shrinkage=0.01 Tree=600 num_leaves=11 num_cat=0 split_feature=3 2 9 18 15 12 12 13 9 15 split_gain=181199 85926.5 61263.3 49291.5 53470.9 39966.8 49905.9 48026.3 35674.9 1582.98 threshold=1048.2900000000002 1048.2900000000002 1023.8910000000002 747.99000000000012 384.85000000000008 216.71247500000001 147.97550000000004 227.16042500000003 17.187000000000001 756.4475000000001 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 9 -6 right_child=-2 -3 -4 -5 8 7 -8 -9 -10 -11 leaf_value=-6.2066554349759522e-05 -0.68169927609272496 0.48851320478651261 0.52755298701199627 0.48425047829037626 -0.16809535615849047 -0.078322197341001959 0.15458510271099765 -0.583207307100296 -0.61055950164794925 -0.071562084388732905 leaf_weight=133695 39 36 22 21 53 325 209 20 20 25 leaf_count=133695 39 36 22 21 53 325 209 20 20 25 internal_value=0 2.48765e-05 -0.000105978 -0.000192372 -0.000268096 -9.76436e-05 0.00017931 -0.107591 -0.233768 -0.137155 internal_weight=0 134426 134390 134368 134347 134249 133904 345 98 78 internal_count=134465 134426 134390 134368 134347 134249 133904 345 98 78 is_linear=0 shrinkage=0.01 Tree=601 num_leaves=9 num_cat=1 split_feature=2 9 9 9 18 13 5 25 split_gain=89231.6 60090.5 76812.2 54103.8 48347.9 44863.2 80290.1 41724.9 threshold=1048.2900000000002 1023.8910000000002 783.98480000000006 673.83140000000014 747.99000000000012 147.53613000000004 293.31000000000006 0 decision_type=2 2 2 2 2 2 2 9 left_child=1 2 3 4 5 7 -7 -1 right_child=-2 -3 -4 -5 -6 6 -8 -9 leaf_value=-0.085925680119940576 0.49084822886698953 0.52227752642198044 -0.5660716555267572 0.47446394642194117 0.47940798305329824 -0.068880205266024341 -0.71538715553283694 0.00026795812880559303 leaf_weight=554 37 22 24 24 21 486 20 133277 leaf_count=554 37 22 24 24 21 486 20 133277 internal_value=0 -0.000306269 -0.000391808 -0.00029078 -0.000375584 -0.000450585 -0.0944338 -9.52451e-05 internal_weight=0 134428 134406 134382 134358 134337 506 133831 internal_count=134465 134428 134406 134382 134358 134337 506 133831 cat_boundaries=0 5 cat_threshold=0 0 4 32896 2 is_linear=0 shrinkage=0.01 Tree=602 num_leaves=11 num_cat=2 split_feature=3 2 9 18 6 16 3 25 24 0 split_gain=177546 82515.1 58848.9 47348.9 62851.4 37416.1 38923 37106.6 49617.1 34138.2 threshold=1048.2900000000002 1048.2900000000002 1023.8910000000002 747.99000000000012 336.95674000000002 8.369800500000002 150.51452500000002 0 1 431.47500000000008 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=0.085241764048312574 -0.67479027136778214 0.47871961805555557 0.51705472035841515 0.4746139294760568 -0.15587114885578424 -0.56865959709882741 0.30398189258575442 0.0001771193017673338 -0.13377397967771043 0.12184898702419682 leaf_weight=131 39 36 22 21 231 20 20 133294 420 231 leaf_count=131 39 36 22 21 231 20 20 133294 420 231 internal_value=0 2.6249e-05 -0.000101982 -0.000186656 -0.000260873 -0.152398 -0.119229 4.66328e-05 -0.0811118 0.000387584 internal_weight=0 134426 134390 134368 134347 271 251 134076 551 133525 internal_count=134465 134426 134390 134368 134347 271 251 134076 551 133525 cat_boundaries=0 5 6 cat_threshold=0 0 4 32896 2 546 is_linear=0 shrinkage=0.01 Tree=603 num_leaves=11 num_cat=1 split_feature=3 2 9 18 6 4 3 25 0 26 split_gain=174012 80873.1 57677.8 46406.6 61600.7 48852.1 49416.1 36376 33458.8 26821.1 threshold=1048.2900000000002 1048.2900000000002 1023.8910000000002 747.99000000000012 336.95674000000002 223.35100000000003 108.21050000000001 0 431.47500000000008 2022.5000000000002 decision_type=2 2 2 2 2 2 2 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=-0.013128349815096174 -0.66804236509861081 0.47393244531419543 0.51188411886041818 0.46986780847821918 -0.15112447323749692 -0.53141792078812922 0.32707320372263587 0.00017534803819820106 0.12063049138495416 -0.15268487906324027 leaf_weight=280 39 36 22 21 217 30 24 133294 231 271 leaf_count=280 39 36 22 21 217 30 24 133294 231 271 internal_value=0 2.59503e-05 -0.000100998 -0.000184825 -0.0002583 -0.150874 -0.103503 4.61301e-05 0.000383708 -0.0803093 internal_weight=0 134426 134390 134368 134347 271 241 134076 133525 551 internal_count=134465 134426 134390 134368 134347 271 241 134076 133525 551 cat_boundaries=0 5 cat_threshold=0 0 4 32896 2 is_linear=0 shrinkage=0.01 Tree=604 num_leaves=13 num_cat=3 split_feature=3 2 25 17 17 12 8 12 26 25 25 17 split_gain=170550 79263.7 40601.9 34929.4 35994.7 33710 71528.6 51847.5 28147.6 30076.6 16741.1 1890.98 threshold=1048.2900000000002 1048.2900000000002 0 662.73140000000001 407.74900000000008 216.71247500000001 154.34850000000003 147.97550000000004 2022.5000000000002 1 2 515.65075000000013 decision_type=2 2 9 2 2 2 2 2 2 9 9 2 left_child=1 2 8 4 5 7 -7 -4 10 -10 -1 -6 right_child=-2 -3 3 -5 11 6 -8 -9 9 -11 -12 -13 leaf_value=0.073961053727165105 -0.66136190756773328 0.46919310145907928 0.00024269332230710528 -0.34092294597625733 0.34413431623707647 -0.050052015659035443 -0.52760036551952361 0.15638518299854978 -0.034371032681730064 -0.24951521570865925 -0.07722407628189433 0.21590299689251446 leaf_weight=116 39 36 133202 30 23 302 35 213 134 146 166 23 leaf_count=116 39 36 133202 30 23 302 35 213 134 146 166 23 internal_value=0 2.5691e-05 -9.99882e-05 0.000259334 0.000335853 0.000239664 -0.099649 0.000491978 -0.0841716 -0.156692 -0.0151502 0.280019 internal_weight=0 134426 134390 133828 133798 133752 337 133415 562 280 282 46 internal_count=134465 134426 134390 133828 133798 133752 337 133415 562 280 282 46 cat_boundaries=0 5 10 14 cat_threshold=0 0 4 32896 2 0 0 0 0 2 0 0 4 128 is_linear=0 shrinkage=0.01 Tree=605 num_leaves=21 num_cat=5 split_feature=3 10 0 18 25 6 2 24 26 25 25 25 1 0 26 7 9 10 10 10 split_gain=127787 68714.7 80542.1 60883 45481.1 77590.4 78045.5 70172.1 80976 58582.1 36817.4 36126.4 32878.8 24780.3 14332 10737.2 6619.14 3656.8 1919.21 1332.55 threshold=1048.2900000000002 292.38750000000005 166.14750000000004 747.99000000000012 0 1043.5418000000002 1048.2900000000002 1 2022.5000000000002 2 3 4 40.324500000000008 175.33000000000001 2022.5000000000002 161.90640000000005 44.558000000000007 390.8934450000001 333.10000000000008 638.18750000000011 decision_type=2 2 2 2 9 2 2 1 2 9 9 9 2 2 2 2 2 2 2 2 left_child=1 3 15 4 7 6 12 8 9 -1 14 -10 -6 -12 -9 16 17 18 -3 -19 right_child=-2 2 -4 -5 5 -7 -8 10 11 -11 13 -13 -14 -15 -16 -17 -18 19 -20 -21 leaf_value=0.006621146540003499 0.58775623843476577 -0.10717866897583007 -0.74237840392372834 0.55200297260284426 2.765683933419961e-05 -0.62199803555011746 0.51089956919352209 -0.37075342005246309 0.03954101364787032 0.32970718034108482 -0.069767684313485068 -0.20989765022983073 0.033282262859887446 -0.41814038685389926 -0.1665916904761241 -0.3250829780598482 0.037626792533057077 -0.12135445720516146 -0.0031027887323323419 -0.19384467732338678 leaf_weight=117 37 37 22 20 129474 20 30 73 113 110 737 109 3043 21 65 21 35 64 34 42 leaf_count=117 37 37 22 20 129474 20 30 73 113 110 737 109 3043 21 65 21 35 64 34 42 internal_value=0 -6.23952e-06 -0.164005 0.000306007 0.00022361 0.000812704 0.000906741 -0.0574182 0.044208 0.177999 -0.108271 -0.0906048 0.000791285 -0.0783851 -0.256037 -0.109395 -0.0880299 -0.112877 -0.0573395 -0.150077 internal_weight=0 134187 255 133932 133912 132567 132547 1345 449 227 896 222 132517 758 138 233 212 177 71 106 internal_count=134224 134187 255 133932 133912 132567 132547 1345 449 227 896 222 132517 758 138 233 212 177 71 106 cat_boundaries=0 6 7 13 18 24 cat_threshold=0 262144 33820676 8978560 8192 1 564 0 0 33558528 128 0 1 0 0 4 65536 8192 0 0 33558528 128 0 1 is_linear=0 shrinkage=0.01 Tree=606 num_leaves=17 num_cat=3 split_feature=25 24 18 10 0 6 5 4 5 5 0 0 4 8 15 25 split_gain=51460.9 77784.4 49317.2 38068.3 110908 98763.5 47091.8 43118.2 32812.1 136828 48643.6 45057 37572.2 25610.5 21677.7 10901 threshold=0 1 747.99000000000012 213.3887 139.33500000000001 162.20850000000004 115.14900000000002 1066.3056000000001 400.11250000000007 364.99000000000007 643.62800000000016 45.662525000000009 20.080500000000004 45.338750000000012 8.0855000000000015 2 decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 left_child=1 -1 3 7 5 6 14 8 9 10 -2 12 -10 -6 -5 -3 right_child=2 15 -4 4 13 -7 -8 -9 11 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.087161267805790546 0.00086069648699407071 -0.11163019778150501 0.48506322906130833 -0.078290803502831199 -0.80440767578456718 0.56689247388839725 -0.55529802083969115 0.38626338317476466 -0.10988258930369162 0.75581624572475747 -0.21047716697421642 0.22814600775318764 -0.46390741810202601 -0.31512028636038303 0.24073572874069216 -0.27765146120608625 leaf_weight=128 133037 122 21 288 23 25 20 29 142 24 109 31 38 20 23 144 leaf_count=128 133037 122 21 288 23 25 20 29 142 24 109 31 38 20 23 144 internal_value=0 -0.112538 0.00049449 0.000418478 -0.0971134 -0.0391699 -0.084945 0.000710175 0.000626347 0.000823775 0.000687685 -0.123978 -0.184621 -0.576832 -0.0546972 -0.20831 internal_weight=0 394 133830 133809 399 356 331 133410 133381 133170 133146 211 180 43 311 266 internal_count=134224 394 133830 133809 399 356 331 133410 133381 133170 133146 211 180 43 311 266 cat_boundaries=0 6 7 13 cat_threshold=0 262144 4 65536 8192 1 564 0 262144 0 0 0 1 is_linear=0 shrinkage=0.01 Tree=607 num_leaves=18 num_cat=4 split_feature=3 10 0 18 25 6 24 4 1 0 25 4 25 14 9 10 9 split_gain=125268 66400.3 77594.4 58617.1 44084.9 76037.1 68057.9 59686 59241.7 35884.6 31160.1 23575.1 29426.2 7085.1 9141.49 7948.72 5317.26 threshold=1048.2900000000002 292.38750000000005 166.14750000000004 747.99000000000012 0 1043.5418000000002 1 1066.3056000000001 437.49875000000003 201.25000000000003 2 46.374000000000002 3 27.610800000000005 150.51452500000002 638.18750000000011 15.456105000000003 decision_type=2 2 2 2 9 2 1 2 2 2 9 2 9 2 2 2 2 left_child=1 3 13 4 6 7 11 8 -6 10 -8 12 -1 14 15 16 -3 right_child=-2 2 -4 -5 5 -7 9 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.009023160056064003 0.5819331789016724 -0.089101859323680407 -0.72891217361796989 0.54163236761093136 0.00052468825678303596 -0.61574698364734648 -0.24793590949586602 0.47997025159689094 0.16475876656174659 -0.46683001694855869 -0.070294575681327839 -0.26732786842014483 0.1585486138396793 0.072337616741657257 -0.32802565503120418 -0.20773112800886048 0.087015504390001303 leaf_weight=256 37 120 22 20 132301 20 111 26 220 27 758 23 170 20 20 53 20 leaf_count=256 37 120 22 20 132301 20 111 26 220 27 758 23 170 20 20 53 20 internal_value=0 -7.83748e-06 -0.161222 0.000299106 0.000218256 0.000798238 -0.056532 0.000891329 0.000797336 -0.106612 -0.0966473 0.0435513 0.0613582 -0.10762 -0.124517 -0.103428 -0.0639422 internal_weight=0 134187 255 133932 133912 132567 1345 132547 132521 896 869 449 426 233 213 193 140 internal_count=134224 134187 255 133932 133912 132567 1345 132547 132521 896 869 449 426 233 213 193 140 cat_boundaries=0 6 7 11 17 cat_threshold=0 262144 33820676 8978560 8192 1 564 0 262144 4 65536 0 0 33816576 8388736 8192 1 is_linear=0 shrinkage=0.01 Tree=608 num_leaves=19 num_cat=5 split_feature=3 10 0 18 25 6 2 24 26 4 25 25 0 25 2 8 10 10 split_gain=122775 65078.8 76050.3 57450.6 43226.6 74524 76439.8 66764.6 79351.5 58526.5 57518.9 35460.6 35163.4 30610.7 8466.24 10064.8 5503.72 3865.07 threshold=1048.2900000000002 292.38750000000005 166.14750000000004 747.99000000000012 0 1043.5418000000002 1048.2900000000002 1 2022.5000000000002 1066.3056000000001 2 3 201.25000000000003 4 14.594500000000002 5.6142500000000011 638.18750000000011 333.10000000000008 decision_type=2 2 2 2 9 2 2 1 2 2 9 9 2 9 2 2 2 2 left_child=1 3 14 4 7 6 9 8 10 -6 -1 -10 13 -9 15 16 17 -3 right_child=-2 2 -4 -5 5 -7 -8 12 11 -11 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=0.0058895724964892768 0.57611381466324274 -0.16735373960958946 -0.72162305008281369 0.53621604108810428 0.00067505726456256983 -0.60958951294422148 0.50560164388020834 -0.24566145665143146 0.038697659794877215 0.47517058902061904 0.32589943321545917 -0.20849260378284615 -0.46216170911435728 -0.06960078319825698 -0.26964792130248888 0.084966654260953262 -0.21004236343232069 -0.046697607839361152 leaf_weight=117 37 37 22 20 132491 20 30 111 113 26 110 109 27 758 28 30 44 94 leaf_count=117 37 37 22 20 132491 20 30 111 113 26 110 109 27 758 28 30 44 94 internal_value=0 -7.88492e-06 -0.159609 0.000295988 0.000215948 0.000790256 0.000882415 -0.0559791 0.0431484 0.000768154 0.175577 -0.090319 -0.105581 -0.0957174 -0.106544 -0.084266 -0.113277 -0.0807761 internal_weight=0 134187 255 133932 133912 132567 132547 1345 449 132517 227 222 896 869 233 205 175 131 internal_count=134224 134187 255 133932 133912 132567 132547 1345 449 132517 227 222 896 869 233 205 175 131 cat_boundaries=0 6 7 13 19 23 cat_threshold=0 262144 33820676 8978560 8192 1 564 0 0 33558528 128 0 1 0 0 33558528 128 0 1 0 262144 4 65536 is_linear=0 shrinkage=0.01 Tree=609 num_leaves=16 num_cat=5 split_feature=3 18 25 24 26 6 2 25 25 25 4 1 4 0 26 split_gain=120332 46426.7 45604.5 67557.7 78178.1 61074.7 58150.9 56469.3 35854.3 34397.6 32048.1 30891.5 26321 21677 12717.5 threshold=1048.2900000000002 747.99000000000012 0 1 2022.5000000000002 1043.5418000000002 1048.2900000000002 2 3 4 1066.3056000000001 40.324500000000008 165.74576250000004 175.33000000000001 2022.5000000000002 decision_type=2 2 9 1 2 2 2 9 9 9 2 2 2 2 2 left_child=1 2 3 4 7 6 10 -1 14 -6 11 -4 13 -10 -5 right_child=-2 -3 5 8 9 -7 -8 -9 12 -11 -12 -13 -14 -15 -16 leaf_value=0.0058353151862076888 0.57035267662357636 0.47014635858081633 -0.00031285873442977823 -0.3601719686919696 0.037230303518233761 -0.50390160972873366 0.43366052812145606 0.32291201285521193 -0.078774148454425916 -0.20527471045653026 0.33878070052180975 0.03178174646812755 0.27966869878768924 -0.40466576485406786 -0.17082485969515815 leaf_weight=117 37 21 129652 73 114 24 31 110 727 110 28 3070 20 21 69 leaf_count=117 37 21 129652 73 114 24 31 110 727 110 28 3070 20 21 69 internal_value=0 -7.92022e-06 -8.151e-05 -0.0574608 0.0422432 0.000510808 0.000602018 0.173967 -0.106797 -0.089359 0.000500889 0.000429523 -0.0773437 -0.0879235 -0.250523 internal_weight=0 134187 134166 1361 451 132805 132781 227 910 224 132750 132722 768 748 142 internal_count=134224 134187 134166 1361 451 132805 132781 227 910 224 132750 132722 768 748 142 cat_boundaries=0 6 7 13 18 24 cat_threshold=0 262144 33820676 8978560 8192 1 564 0 0 33558528 128 0 1 0 0 4 65536 8192 0 0 33558528 128 0 1 is_linear=0 shrinkage=0.01 Tree=610 num_leaves=29 num_cat=2 split_feature=7 3 0 3 7 4 3 24 3 3 0 0 5 0 24 9 5 1 9 1 26 7 4 1 0 26 26 26 split_gain=66146.3 98132.5 69642.2 409032 82995.8 126838 74768.9 112100 94455.1 61015.9 47564.8 45918.1 53732.3 30988.4 29752.3 80079.2 75347.9 149950 84643.6 51173.5 26709.2 23008.3 22767.4 12451.6 858.651 752.176 389.773 211.314 threshold=550.05000000000007 8.0855000000000015 212.70000000000005 364.63500000000005 44.166500000000006 232.66575000000003 400.11250000000007 0 782.62500000000011 782.62500000000011 332.15050000000008 1083.9006000000002 54.567500000000003 192.58100000000002 1 673.83140000000014 336.19875000000008 0.56450000000000011 783.98480000000006 311.36400000000009 2022.5000000000002 783.98480000000006 14.594500000000002 5.6142500000000011 201.25000000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=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 left_child=2 20 6 4 5 11 13 8 22 23 -6 12 -4 14 15 19 18 -18 -16 -1 -2 -22 26 25 -15 -9 -8 -26 right_child=1 -3 3 -5 10 -7 7 9 -10 -11 -12 -13 -14 24 16 -17 17 -19 -20 -21 21 -23 -24 -25 27 -27 -28 -29 leaf_value=-0.0055093695440008366 0.16064949972876186 -0.81918827720310372 0.056724109543333574 1.4736608328138079 -0.042013069343566897 0.87091165018081673 -0.20530048643350601 -0.15401995457483061 0.62687039089699592 -0.73399535095369484 -0.67214213105647458 -0.29538037506973042 0.42736862352916172 -0.21559756506151623 0.0040008256293748478 0.54904447750403329 0.10524977550982571 1.0313331513404846 -0.64662425829470149 -0.20344651829650384 -0.39354035558122574 -0.036829542480409143 0.21150314676761628 -0.47165373121201998 -0.17501556831857432 -0.21968753227309601 -0.15496637979801745 -0.13166496320204302 leaf_weight=44353 29 23 569 21 25 20 25 33 24 37 23 34 42 45 89004 26 139 20 20 131 33 40 20 20 23 37 40 22 leaf_count=44353 29 23 569 21 25 20 25 33 24 37 23 34 42 45 89004 26 139 20 20 131 33 40 20 20 23 37 40 22 internal_value=0 -0.22914 0.00100358 0.0981445 0.0576314 0.0866177 0.000471559 -0.177365 0.0667545 -0.363518 -0.34395 0.0622986 0.0822021 0.000785272 0.000910145 -0.0057667 0.00424264 0.221738 0.00385466 -0.00609227 -0.09609 -0.198082 -0.0835424 -0.251602 -0.18471 -0.18873 -0.174326 -0.153822 internal_weight=0 125 134753 734 713 665 134019 236 109 127 48 645 611 133783 133693 44510 89183 159 89024 44484 102 73 85 90 90 70 65 45 internal_count=134878 125 134753 734 713 665 134019 236 109 127 48 645 611 133783 133693 44510 89183 159 89024 44484 102 73 85 90 90 70 65 45 cat_boundaries=0 1 2 cat_threshold=1414 2188 is_linear=0 shrinkage=0.01 Tree=611 num_leaves=23 num_cat=6 split_feature=7 2 3 26 3 9 25 11 4 24 25 25 22 24 24 26 4 2 3 7 11 3 split_gain=64830 104352 45339.5 72721.2 39686.8 44540.3 35613.8 79047 78029.5 69185.9 108205 62513.6 37080.5 28832.8 21090.3 19297.3 18149.4 14913.5 9304.37 9161.53 6970.29 1400.06 threshold=550.05000000000007 6.179850000000001 782.62500000000011 2022.5000000000002 336.88000000000005 42.430500000000009 0 245.22000000000006 1066.3056000000001 1 2 3 288.94250000000005 4 5 2022.5000000000002 15.582750000000003 12.352500000000001 400.11250000000007 783.98480000000006 398.32578000000007 400.11250000000007 decision_type=2 2 2 2 2 2 9 2 2 1 9 9 2 1 1 2 2 2 2 2 2 2 left_child=2 15 4 -4 6 14 7 9 12 10 -1 -11 13 -8 17 -2 21 18 -6 -17 -9 -16 right_child=1 -3 3 -5 5 -7 8 20 -10 11 -12 -13 -14 -15 16 19 -18 -19 -20 -21 -22 -23 leaf_value=0.35779807020107224 0.11871440131088783 -0.88887519931793213 -0.13591232085669483 0.53921918710072836 0.12183710670471191 -0.5525774239410054 0.0046019385101423354 0.53609819108789614 0.57018899997075401 0.20532909807205202 0.04458818705404876 -0.023644957833040478 0.43049078263342383 -0.0048551474336380488 -0.071118697572398831 -0.30022343112362754 -0.43077588195386141 0.228761396631426 -0.1072273640481175 -0.080331352155655622 0.30894563238961359 -0.14755735541967785 leaf_weight=106 29 20 27 39 25 22 64469 22 24 115 2562 2607 20 64464 37 36 23 27 61 40 35 68 leaf_count=106 29 20 27 39 25 22 64469 22 24 115 2562 2607 20 64464 37 36 23 27 61 40 35 68 internal_value=0 -0.226849 0.000993548 0.263029 0.000865144 -0.121856 0.00110525 0.0261279 4.64541e-05 0.0222584 0.0583217 -0.013255 -5.9654e-05 -0.000126441 -0.0825374 -0.100748 -0.163573 0.0218018 -0.0406389 -0.184491 0.396619 -0.120622 internal_weight=0 125 134753 66 134687 263 134424 5447 128977 5390 2668 2722 128953 128933 241 105 128 113 86 76 57 105 internal_count=134878 125 134753 66 134687 263 134424 5447 128977 5390 2668 2722 128953 128933 241 105 128 113 86 76 57 105 cat_boundaries=0 6 7 13 18 19 20 cat_threshold=5505024 67371027 266324 814219392 168296961 544 3622 0 2 4 0 0 512 0 262145 262144 0 512 1393 928 is_linear=0 shrinkage=0.01 Tree=612 num_leaves=31 num_cat=4 split_feature=7 2 0 3 7 4 25 24 3 2 7 0 1 3 1 25 1 18 24 0 18 5 3 26 7 1 1 0 26 26 split_gain=63540.1 102276 68164.9 401088 81315.6 123914 87683.8 135616 72877 126372 170025 46617.1 43882.9 38914.5 33109.8 32464.3 37208.3 36554.2 33506.3 29954.1 31964.1 114271 29041.4 18913.2 8979.22 2931.34 11886.9 731.184 272.541 247.467 threshold=550.05000000000007 6.179850000000001 212.70000000000005 364.63500000000005 44.166500000000006 232.66575000000003 0 1 400.11250000000007 191.84395000000004 8.3632500000000025 332.15050000000008 108.26750000000003 782.62500000000011 38.83100000000001 2 121.8798 146.07500000000002 3 192.58100000000002 112.51200000000001 89.650000000000006 16.655000000000005 2022.5000000000002 783.98480000000006 254.90500000000003 395.70800000000008 201.25000000000003 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=2 23 8 4 5 6 7 -4 15 10 12 -6 13 -10 -8 16 17 18 -1 20 22 -22 -17 -2 -25 28 -27 -21 -18 -29 right_child=1 -3 3 -5 11 -7 14 -9 9 -11 -12 -13 -14 -15 -16 19 25 -19 -20 27 21 -23 -24 24 -26 26 -28 29 -30 -31 leaf_value=0.0018157552061885394 0.11752725782065555 -0.87998643350601202 0.45791037721766364 1.4591827833084832 -0.04161041259765625 0.86086430883407594 -0.013311591856950855 0.0082848840252647184 -0.051520406119232101 -0.93558417141437533 0.77359715563058862 -0.66543071060076997 -0.63819866973161699 -0.3832714114931165 -0.3599134901364644 -0.0010825665901599275 -0.23414857274010067 -0.39188700485229488 0.062075701753723761 -0.21358855624993642 0.050468327581942807 0.8363547794222832 0.024968052516821493 -0.2972211946050326 -0.079528042104095226 0.086119913187893943 -0.19649727489637292 -0.17984691597166516 -0.18611496183607315 -0.131299737294515 leaf_weight=1603 29 20 107 21 25 20 339 169 127 20 20 23 20 49 30 125072 21 20 2187 45 247 20 4431 36 40 22 46 21 27 21 leaf_count=1603 29 20 107 21 25 20 339 169 127 20 20 23 20 49 30 125072 21 20 2187 45 247 20 4431 36 40 22 46 21 27 21 internal_value=0 -0.22458 0.000984046 0.0970891 0.0569714 0.0856628 0.0616255 0.192512 0.000457694 -0.175115 -0.104701 -0.340524 -0.194323 -0.143883 -0.0403959 0.000767413 0.0290612 0.0345069 0.036757 -9.02317e-05 3.41176e-05 0.109336 -0.000191234 -0.0997409 -0.182646 -0.147297 -0.105062 -0.185581 -0.20713 -0.155573 internal_weight=0 125 134753 734 713 665 645 276 134019 236 216 48 196 176 369 133783 3926 3810 3790 129857 129770 267 129503 105 76 116 68 87 48 42 internal_count=134878 125 134753 734 713 665 645 276 134019 236 216 48 196 176 369 133783 3926 3810 3790 129857 129770 267 129503 105 76 116 68 87 48 42 cat_boundaries=0 5 6 12 13 cat_threshold=4227584 4096 17408 0 1 968 5505024 67371011 266324 965214336 134742592 544 155 is_linear=0 shrinkage=0.01 Tree=613 num_leaves=31 num_cat=4 split_feature=7 2 0 3 16 4 3 2 7 25 24 24 1 3 25 1 9 18 0 18 5 3 26 7 1 1 9 0 26 26 split_gain=62275.9 100240 66897.1 393069 80440.3 101327 71426.8 123857 166641 61061.6 192950 46471.1 43009.7 38140.1 31821.9 36468.5 36952.5 36541.3 29358 31328 111997 28463.5 18536.9 8800.53 2873 11650.4 2754 716.633 267.118 242.543 threshold=550.05000000000007 6.179850000000001 212.70000000000005 364.63500000000005 3.2237500000000003 232.66575000000003 400.11250000000007 191.84395000000004 8.3632500000000025 0 1 2 108.26750000000003 782.62500000000011 3 121.8798 118.35000000000001 146.07500000000002 192.58100000000002 112.51200000000001 89.650000000000006 16.655000000000005 2022.5000000000002 783.98480000000006 254.90500000000003 395.70800000000008 271.26290500000005 201.25000000000003 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 9 1 1 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 22 6 4 5 9 14 8 12 10 -4 -11 13 -8 15 16 17 -1 19 21 -21 -16 -2 -24 28 -26 -18 -20 -17 -29 right_child=1 -3 3 -5 -6 -7 7 -9 -10 11 -12 -13 -14 -15 18 24 26 -19 27 20 -22 -23 23 -25 25 -27 -28 29 -30 -31 leaf_value=0.040620263868839296 0.11635198987763504 -0.87118659114837638 0.47397639737922254 1.4445910649072555 -0.4688946079569204 0.76183927990141376 -0.051005201751556921 -0.92622833356261258 0.76586119063198566 -0.10617588128714311 -0.10230595561547007 0.0947789151169533 -0.63181669190526013 -0.37943869144332654 -0.0010717409104807505 -0.23180708294823058 -0.1252191634835868 -0.38796813631057736 -0.2114526703092787 0.04996364756875675 0.82799121168255807 0.024718372119198438 -0.29424897932344013 -0.078732759350910786 0.085258712335066364 -0.19453229816063591 -0.25461737253556127 -0.17804844697316488 -0.18425381095321089 -0.12998672848656065 leaf_weight=3723 29 20 108 21 28 21 127 20 20 238 113 205 20 49 125072 21 29 20 45 247 20 4431 36 40 22 46 38 21 27 21 leaf_count=3723 29 20 108 21 28 21 127 20 20 238 113 205 20 49 125072 21 29 20 45 247 20 4431 36 40 22 46 38 21 27 21 internal_value=0 -0.222334 0.000974599 0.0961818 0.056467 0.0779417 0.000453165 -0.173364 -0.103654 0.0563124 0.187643 -0.0131438 -0.19238 -0.142444 0.000759787 0.0287722 0.0341635 0.0383302 -8.93294e-05 3.37765e-05 0.108243 -0.000189321 -0.0987435 -0.180819 -0.145824 -0.104012 -0.198609 -0.183725 -0.205058 -0.154018 internal_weight=0 125 134753 734 713 685 134019 236 216 664 221 443 196 176 133783 3926 3810 3743 129857 129770 267 129503 105 76 116 68 67 87 48 42 internal_count=134878 125 134753 734 713 685 134019 236 216 664 221 443 196 176 133783 3926 3810 3743 129857 129770 267 129503 105 76 116 68 67 87 48 42 cat_boundaries=0 5 6 7 13 cat_threshold=32768 4096 16384 0 1 1992 1257 5505024 67371011 266324 965214336 134742592 544 is_linear=0 shrinkage=0.01 Tree=614 num_leaves=27 num_cat=0 split_feature=7 2 0 3 7 4 3 2 7 2 0 0 3 0 3 9 8 4 20 26 26 4 7 3 0 26 split_gain=61036.7 98245.5 65633.8 385219 79611.4 119581 70005.4 121393 163325 59343.1 48021.2 45673 37634.4 29248.8 26543.1 90417.9 55281.5 31199.4 24524.1 18168 15278.9 9085.67 8625.4 7994.43 803.37 197.292 threshold=550.05000000000007 6.179850000000001 212.70000000000005 364.63500000000005 44.166500000000006 232.66575000000003 400.11250000000007 191.84395000000004 8.3632500000000025 292.55550000000005 1083.9006000000002 332.15050000000008 782.62500000000011 192.58100000000002 77.14060000000002 307.82250000000005 191.65400000000002 544.35000000000002 518.74587500000018 2022.5000000000002 2022.5000000000002 650.90000000000009 783.98480000000006 1048.2900000000002 201.25000000000003 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 2 2 2 2 left_child=2 19 6 4 5 9 13 8 12 10 -4 -6 20 14 17 16 -16 18 -1 -2 -8 -19 -21 -14 -15 -26 right_child=1 -3 3 -5 11 -7 7 -9 -10 -11 -12 -13 23 24 15 -17 -18 21 -20 22 -22 -23 -24 -25 25 -27 leaf_value=0.00048812953149725752 0.11518847695712385 -0.86247470951080318 0.10085685132804376 1.430145138331822 -0.041483890914916992 0.84586803197860716 0.011151721423107481 -0.91696606414578852 0.75820257043838502 -0.41694472312927244 -0.29118871092796328 -0.6589549310311027 -0.29791301020554134 -0.20933814424938624 0.02354675386391325 0.66564515839452332 0.42600596538611818 -0.34456103347241879 0.3270539099237193 -0.29130649460686575 -0.1976367628385749 -0.12206323084636378 -0.077945431599160661 -0.54142751198548544 -0.17006260996279507 -0.1281749525937167 leaf_weight=132137 29 20 587 21 25 20 63 20 20 25 33 23 28 45 1373 23 35 24 23 36 79 78 40 26 23 22 leaf_count=132137 29 20 587 21 25 20 63 20 20 25 33 23 28 45 1373 23 35 24 23 36 79 78 40 26 23 22 internal_value=0 -0.220111 0.00096512 0.095269 0.0559529 0.0843421 0.000448633 -0.17163 -0.102617 0.0607289 0.0799899 -0.337355 -0.190456 0.000752189 0.000873505 0.0437105 0.0335511 0.000410033 0.000544962 -0.097756 -0.105005 -0.174416 -0.179011 -0.415161 -0.179461 -0.149584 internal_weight=0 125 134753 734 713 665 134019 236 216 645 620 48 196 133783 133693 1431 1408 132262 132160 105 142 102 76 54 90 45 internal_count=134878 125 134753 734 713 665 134019 236 216 645 620 48 196 133783 133693 1431 1408 132262 132160 105 142 102 76 54 90 45 is_linear=0 shrinkage=0.01 Tree=615 num_leaves=11 num_cat=0 split_feature=9 18 3 22 6 3 6 3 4 9 split_gain=136200 70648.4 61893.8 41411.6 40567.6 163460 97713.4 57927.5 48224.3 19966 threshold=783.98480000000006 571.7600000000001 1048.2900000000002 288.94250000000005 166.79600000000002 317.21700000000004 162.20850000000004 199.59643500000001 65.427500000000009 1023.8910000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 7 8 -6 -1 -2 right_child=9 -3 -4 -5 5 -7 -8 -9 -10 -11 leaf_value=-0.00012278649296979644 -0.33011006272264887 -0.43076040037368474 0.44022238269448283 0.45537856724858289 -0.064104427336931585 -0.83777721166610719 0.52162957489490513 0.38509093530972799 0.052586574491331563 -0.7231733008225758 leaf_weight=131400 28 38 32 20 667 27 36 30 1759 24 leaf_count=131400 28 38 32 20 667 27 36 30 1759 24 internal_value=0 0.000359268 0.000481553 0.000376492 0.00030854 -0.0743438 0.000714323 -0.0447703 0.000573492 -0.511524 internal_weight=0 134009 133971 133939 133919 724 133195 697 133159 52 internal_count=134061 134009 133971 133939 133919 724 133195 697 133159 52 is_linear=0 shrinkage=0.01 Tree=616 num_leaves=13 num_cat=0 split_feature=18 10 6 13 5 3 6 3 22 10 10 6 split_gain=69178.7 53243.6 71741.1 53706.3 37205.6 235805 133730 59663.3 51765 10668.9 7219.27 86.8585 threshold=571.7600000000001 638.18750000000011 783.98480000000006 751.80750000000012 45.255000000000003 482.64500000000004 482.64500000000004 1048.2900000000002 266.84000000000009 747.99000000000012 950.63250000000005 1043.5418000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 8 -1 -3 -11 -4 right_child=-2 9 11 -5 5 -7 -8 -9 -10 10 -12 -13 leaf_value=-0.0002910778276529195 -0.42645280028644361 0.44301315347353615 -0.33173817027698865 -0.38064652133632348 0.022240548851646329 1.0060849257469178 0.82393041837783088 -0.49885438561439516 0.50849605226516725 0.066739086675643919 0.30955043454964953 -0.35568428213042874 leaf_weight=131495 38 24 33 37 2267 25 21 24 20 25 24 28 leaf_count=131495 38 24 33 37 2267 25 21 24 20 25 24 28 internal_value=0 0.000280069 0.000132928 0.000289137 0.000394437 0.040153 0.0295987 -0.000304684 -0.000213705 0.270274 0.185667 -0.34273 internal_weight=0 134023 133950 133889 133852 2313 2288 131539 131515 73 49 61 internal_count=134061 134023 133950 133889 133852 2313 2288 131539 131515 73 49 61 is_linear=0 shrinkage=0.01 Tree=617 num_leaves=11 num_cat=0 split_feature=9 18 3 22 12 0 11 13 5 9 split_gain=133730 67865.3 61173.3 39781.3 47666.9 133520 41129.7 36687.4 37744.4 19534.8 threshold=783.98480000000006 571.7600000000001 1048.2900000000002 288.94250000000005 449.47000000000008 110.69500000000002 27.248500000000003 751.80750000000012 364.99000000000007 1023.8910000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 8 -1 -2 right_child=9 -3 -4 -5 5 -7 -8 -9 -10 -11 leaf_value=0.00034679680434396797 -0.32742209541478323 -0.42218827379377266 0.43764782816171649 0.44632553541660308 -0.1424706513658166 -0.88330563234246295 0.35478986024856568 -0.31870480365223353 0.1266566165910743 -0.71621806204319005 leaf_weight=133522 28 38 32 20 80 23 21 36 237 24 leaf_count=133522 28 38 32 20 80 23 21 36 237 24 internal_value=0 0.000354262 0.000474113 0.000369666 0.000303065 -0.19567 -0.0390799 0.000484691 0.000570598 -0.506866 internal_weight=0 134009 133971 133939 133919 124 101 133795 133759 52 internal_count=134061 134009 133971 133939 133919 124 101 133795 133759 52 is_linear=0 shrinkage=0.01 Tree=618 num_leaves=11 num_cat=0 split_feature=9 18 3 22 6 3 6 2 3 9 split_gain=131069 66514.8 59955.9 38989.6 39678.1 159721 95743.9 66990.3 56630.7 19146.1 threshold=783.98480000000006 571.7600000000001 1048.2900000000002 288.94250000000005 166.79600000000002 317.21700000000004 162.20850000000004 1048.2900000000002 199.59643500000001 1023.8910000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 8 7 -1 -6 -2 right_child=9 -3 -4 -5 5 -7 -8 -9 -10 -11 leaf_value=0.00045026683638507567 -0.32414787743772777 -0.41796639040896766 0.43327133148908614 0.44186229658126835 -0.063412484068093994 -0.82818136365325357 0.516340071082943 0.45106247757420398 0.38072628418604532 -0.70905588825543719 leaf_weight=133126 28 38 32 20 667 27 36 33 30 24 leaf_count=133126 28 38 32 20 667 27 36 33 30 24 internal_value=0 0.000350719 0.000469372 0.000365969 0.000300034 -0.0735293 0.000701344 0.000561939 -0.044296 -0.501798 internal_weight=0 134009 133971 133939 133919 724 133195 133159 697 52 internal_count=134061 134009 133971 133939 133919 724 133195 133159 697 52 is_linear=0 shrinkage=0.01 Tree=619 num_leaves=13 num_cat=0 split_feature=18 10 6 13 5 3 1 3 22 10 10 6 split_gain=65130.4 52197.3 69642.3 51620.5 36353.7 230858 282733 60556.4 49225.9 10392.2 7095.75 77.0702 threshold=571.7600000000001 638.18750000000011 783.98480000000006 751.80750000000012 45.255000000000003 482.64500000000004 480.00160000000005 1048.2900000000002 266.84000000000009 747.99000000000012 950.63250000000005 1043.5418000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 8 -1 -3 -11 -4 right_child=-2 9 11 -5 5 -7 -8 -9 -10 10 -12 -13 leaf_value=-0.00029165967024042321 -0.41378672028842722 0.43808428525924681 -0.32733029163245003 -0.37318535405236319 0.018541914847365983 0.99543046660423273 1.1842269370669412 -0.50257501681645711 0.49586029922962194 0.066190563392639165 0.30691581229368847 -0.34988682167870655 leaf_weight=131495 38 24 33 37 2267 25 21 24 20 25 24 28 leaf_count=131495 38 24 33 37 2267 25 21 24 20 25 24 28 internal_value=0 0.000271751 0.000126063 0.000279969 0.000383204 0.039684 0.0292409 -0.000307866 -0.000216208 0.2676 0.184097 -0.337684 internal_weight=0 134023 133950 133889 133852 2313 2288 131539 131515 73 49 61 internal_count=134061 134023 133950 133889 133852 2313 2288 131539 131515 73 49 61 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 7 6 25 2 4 12 4 4 split_gain=76954.8 71431.7 48303.5 39833.3 34375.4 68047.9 49490.7 217498 45518.8 32693.7 26649.8 24624 13612.1 13194.2 6560.12 5095.16 5038.23 1543.2 threshold=1043.5418000000002 0 650.90000000000009 1083.9006000000002 213.3887 109.12700000000002 120.129 201.25000000000003 638.18750000000011 76.822000000000017 161.90640000000005 78.948750000000018 1 174.86250000000004 143.84840000000003 45.690000000000012 1066.3056000000001 783.48000000000013 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 11 3 4 6 10 8 -8 -3 -7 -6 12 -1 14 15 -14 17 -4 right_child=-2 2 16 -5 5 9 7 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 leaf_value=-0.20929653375045112 -0.51568901892366081 -0.00033908139165106664 0.13566851655642193 -0.33739966344833378 -0.021155556258814174 -0.19840959151585896 0.03691684319359044 0.72107134351924973 0.32507179437681688 -0.7321053685383363 -0.34215253872530804 0.23559907512231307 -0.06538913087898425 -0.31986115683679994 -0.24604303620078349 -0.22754222249984743 0.3420055183657893 0.23192188684978793 leaf_weight=105 29 131948 36 35 339 24 899 49 43 22 28 22 623 23 22 20 27 31 leaf_count=105 29 131948 36 35 339 24 899 49 43 22 28 22 623 23 22 20 27 31 internal_value=0 -0.000501188 7.21874e-05 -8.75005e-05 1.03156e-06 -0.09109 0.000284023 0.0722793 -0.000233069 -0.453655 -0.0456458 -0.0932654 -0.103565 -0.0831777 -0.0762424 -0.0704328 0.226679 0.180204 internal_weight=0 134296 133481 133387 133352 413 132939 948 131991 46 367 815 793 688 665 643 94 67 internal_count=134325 134296 133481 133387 133352 413 132939 948 131991 46 367 815 793 688 665 643 94 67 cat_boundaries=0 5 10 cat_threshold=2148794368 67108864 266240 16809984 8256 1048576 0 0 0 8256 is_linear=0 shrinkage=0.01 Tree=621 num_leaves=24 num_cat=6 split_feature=25 3 2 4 3 4 0 2 1 25 9 24 3 24 0 0 25 25 26 26 26 26 26 split_gain=72330.8 140491 44444.8 49095.3 148962 98167.8 41351.7 107963 100344 39003.6 55847.9 52967.3 38371.1 29854.4 22186.2 17322.1 14924.1 11940.5 12478.5 4453.22 886.275 438.641 0.18413 threshold=0 1048.2900000000002 1048.2900000000002 650.90000000000009 80.954000000000022 1066.3056000000001 542.34225000000004 12.987 8.0855000000000015 1 1023.8910000000002 2 210.91250000000002 3 14.880000000000004 60.461000000000006 4 5 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 9 2 1 2 1 2 2 9 9 2 2 2 2 2 left_child=12 2 3 6 5 19 9 8 -8 11 -11 -2 13 14 16 17 20 18 -15 -5 -1 -18 -19 right_child=1 -3 -4 4 -6 -7 7 -9 -10 10 -12 -13 -14 15 -16 -17 21 22 -20 -21 -22 -23 -24 leaf_value=0.045925496387481689 0.26014377639407205 0.68422208674748741 -0.38504062398274741 -0.31510978369609172 0.99396982407569878 0.58420965151353321 0.087254387990082838 -0.7812385969857375 -0.64461379217064907 -0.00055709767123422965 0.52791414642333989 0.033254797751443431 -0.50690372334285216 0.043657763239363545 0.30405260573327542 -0.43419189119338991 -0.12052458363109166 -0.18152565411726634 -0.14449622392654418 -0.1301614295244217 0.003499551827145606 -0.089637388143133614 -0.1820868667907882 leaf_weight=100 116 30 30 23 20 22 101 24 23 132451 20 617 22 71 20 20 90 120 70 30 97 94 114 leaf_count=100 116 30 30 23 20 22 101 24 23 132451 20 617 22 71 20 20 90 120 70 30 97 94 114 internal_value=0 -2.85286e-05 -0.000182321 -9.5802e-05 0.227154 0.0226699 -0.000257695 -0.167319 -0.0484954 -7.20773e-05 -0.000477275 0.0721788 -0.0937824 -0.0835426 -0.0200975 -0.143802 -0.0376407 -0.132149 -0.0464572 -0.210422 0.0238261 -0.099346 -0.174348 internal_weight=0 133507 133477 133447 95 75 133352 148 124 133204 132471 733 818 796 401 395 381 375 141 53 197 184 234 internal_count=134325 133507 133477 133447 95 75 133352 148 124 133204 132471 733 818 796 401 395 381 375 141 53 197 184 234 cat_boundaries=0 5 11 12 13 18 22 cat_threshold=2148794368 67108864 266240 16809984 8256 0 262147 4 134283392 512 8192 96 1685 0 0 4096 32768 8192 0 67108864 262144 16777216 is_linear=0 shrinkage=0.01 Tree=622 num_leaves=29 num_cat=7 split_feature=6 25 10 0 5 5 11 2 2 24 8 7 13 1 7 11 24 25 25 25 1 24 26 26 0 26 26 26 split_gain=75393.5 68629 38527.7 82254.3 72713.4 60331.2 304642 334664 396082 144873 57990 54455.5 51644 49160.4 44883.6 38925 34002.8 27273.5 25280.4 22870.4 9951.98 10216.7 9780.55 7234.01 6527.77 1010.13 692.9 99.8195 threshold=1043.5418000000002 0 79.028500000000022 118.92600000000002 273.10998000000006 120.129 271.26290500000005 160.61250000000001 223.35100000000003 1 12.794500000000001 44.166500000000006 638.18750000000011 1066.3056000000001 99.361000000000004 543.53000000000009 2 3 4 5 29.184500000000003 6 2022.5000000000002 2022.5000000000002 185.76000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 9 9 9 2 1 2 2 2 2 2 2 left_child=1 16 5 4 10 12 7 9 -9 -7 18 24 13 15 -12 -3 17 20 -4 26 21 23 -21 -1 -5 -23 -18 -19 right_child=-2 2 3 11 -6 6 -8 8 -10 -11 14 -13 -14 -15 -16 -17 19 27 -20 22 -22 25 -24 -25 -26 -27 -28 -29 leaf_value=0.034773184562074969 -0.51042496490067446 -8.4929534451219012e-05 -0.1350434206134484 -0.25217697273601186 -0.58994114170903744 0.28186720896240891 1.2440029924566096 1.8813987800053187 0.17796051744849256 -0.059570774016981451 0.07306684865566071 -0.63930701685579205 0.36384682031778193 0.39807327593526531 0.51251169310675726 -0.26378646173647474 -0.23592671302057081 -0.17369949524862727 -0.017521372112336935 -0.017312295078176311 -0.18254462108725594 0.0054155707704848137 -0.14859359741210937 0.179576964136483 -0.013701091408729554 -0.049096935435907166 -0.27507311741059481 -0.15481532608379017 leaf_weight=69 29 131312 271 22 23 141 22 21 39 692 167 38 39 31 27 56 93 57 556 113 21 69 114 69 24 67 88 55 leaf_count=69 29 131312 271 22 23 141 22 21 39 692 167 38 39 31 27 56 93 57 556 113 21 69 114 69 24 67 88 55 internal_value=0 -0.000490071 7.19435e-05 -0.0581235 -0.0339013 0.000567929 0.0814876 0.0528478 0.774164 0.000892275 -0.0213754 -0.359171 4.61045e-06 -0.00010338 0.134227 -0.000197341 -0.0914162 -0.0248796 -0.057877 -0.155607 0.0263636 0.043337 -0.0797298 0.0999335 -0.127755 -0.0199714 -0.241611 -0.150948 internal_weight=0 134296 133481 1128 1044 132353 915 893 60 833 1021 84 131438 131399 194 131368 815 407 827 408 295 274 227 138 46 136 181 112 internal_count=134325 134296 133481 1128 1044 132353 915 893 60 833 1021 84 131438 131399 194 131368 815 407 827 408 295 274 227 138 46 136 181 112 cat_boundaries=0 5 6 7 12 17 22 23 cat_threshold=2148794368 67108864 266240 16809984 8256 513 1685 0 67108864 266240 32768 8192 37781504 1048576 16384 0 1 0 0 4096 0 8192 644 is_linear=0 shrinkage=0.01 Tree=623 num_leaves=22 num_cat=0 split_feature=6 10 0 9 7 4 0 8 2 6 8 18 4 10 1 0 16 7 4 10 4 split_gain=73893.1 37914 80415.5 65516.1 53371.9 48813.5 47506.1 40867.2 52714.8 38888.7 51582.2 38270 28055.7 14506.8 13677 6397.87 6195.33 5358.5 4892.54 319.797 55.5219 threshold=1043.5418000000002 79.028500000000022 118.92600000000002 1023.8910000000002 44.166500000000006 650.90000000000009 1083.9006000000002 12.794500000000001 165.74576250000004 98.885600000000011 29.463247500000005 484.61250000000007 314.37500000000006 543.20000000000016 37.260750000000009 185.76000000000002 105.88780000000001 12.987 1066.3056000000001 747.99000000000012 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 left_child=1 3 7 5 15 6 11 13 9 10 -9 12 -1 14 16 -4 -3 -16 20 -15 -7 right_child=-2 2 4 -5 -6 18 -8 8 -10 -11 -12 -13 -14 19 17 -17 -18 -19 -20 -21 -22 leaf_value=-3.8352792253612101e-05 -0.50532071063230777 -0.046391873385252955 -0.24965520999648355 0.57231163549423214 -0.63291395667352179 0.17070781644652872 -0.3585112460883888 0.45477229477372022 -0.38095555191948299 0.55292538529350643 0.0062408249588437785 0.30912816470861437 -0.10916740851824061 -0.229769231207443 -0.12909351423382759 -0.013564091523488362 0.13202444911003114 -0.33775068211555481 0.33573088744591029 -0.18540203120559454 0.18921194480311485 leaf_weight=132721 29 724 22 20 38 34 37 32 21 21 129 40 236 33 32 24 20 20 29 32 31 leaf_count=132721 29 724 22 20 38 34 37 32 21 21 129 40 236 33 32 24 20 20 29 32 31 internal_value=0 -0.000485119 -0.0577073 8.25056e-06 -0.35558 -7.77274e-05 -0.000238687 -0.0341911 0.0934441 0.148182 0.0953899 -0.000139015 -0.000232058 -0.064284 -0.0525543 -0.126477 -0.0415957 -0.209346 0.227722 -0.207927 0.179533 internal_weight=0 134296 1148 133148 84 133128 133034 1064 203 182 161 132997 132957 861 796 46 744 52 94 65 65 internal_count=134325 134296 1148 133148 84 133128 133034 1064 203 182 161 132997 132957 861 796 46 744 52 94 65 65 is_linear=0 shrinkage=0.01 Tree=624 num_leaves=17 num_cat=3 split_feature=6 3 25 9 4 3 4 5 1 24 25 0 26 2 1 26 split_gain=72422.7 75478.2 57185.7 47753.2 45576.4 147529 111088 42155.2 51030.2 29906.8 28484.8 21747.1 11773.2 11177.4 10244.8 8499.58 threshold=1043.5418000000002 1048.2900000000002 0 1023.8910000000002 650.90000000000009 80.954000000000022 1066.3056000000001 1066.3056000000001 1066.3056000000001 1 2 95.355000000000004 2022.5000000000002 48.760000000000012 56.871000000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 1 9 2 2 2 2 2 left_child=1 2 9 4 7 6 -6 8 -4 10 15 13 -12 14 -11 -1 right_child=-2 -3 3 -5 5 -7 -8 -9 -10 11 12 -13 -14 -15 -16 -17 leaf_value=0.21498625253376208 -0.50026750321532121 0.47770981759736031 -0.00033345305560142163 0.47673754510425381 -0.22988749620487106 0.98199073696136485 0.62952657222747799 -0.40293736469287139 0.39905084118247031 -0.096211189759962151 -0.17214250549674034 -0.42338018811618294 -3.9674964132188236e-05 -0.33596230701966717 -0.32727387189865115 0.041523378704275402 leaf_weight=57 29 33 133279 21 53 20 21 26 32 473 80 24 79 22 20 56 leaf_count=57 29 33 133279 21 53 20 21 26 32 473 80 24 79 22 20 56 internal_value=0 -0.000480267 -0.0005978 -8.588e-05 -0.000160931 0.219956 0.0140003 -0.000316109 -0.000237585 -0.0838011 0.00285458 -0.126786 -0.0815061 -0.115426 -0.105585 0.118533 internal_weight=0 134296 134263 133452 133431 94 74 133337 133311 811 272 539 159 515 493 113 internal_count=134325 134296 134263 133452 133431 94 74 133337 133311 811 272 539 159 515 493 113 cat_boundaries=0 5 6 9 cat_threshold=2148794368 67108864 266240 16809984 8256 657 2147483648 0 4096 is_linear=0 shrinkage=0.01 Tree=625 num_leaves=19 num_cat=0 split_feature=1 5 4 5 0 11 11 4 4 13 0 26 26 26 11 5 5 11 split_gain=60503.1 44762.8 124508 91578 154960 77832.7 78092 43093.6 42335.7 38664.8 24332.9 16752.6 15564.8 8499.51 7099.78 3802.65 1582.94 6.79556 threshold=789.60480000000007 650.90000000000009 77.943750000000009 364.99000000000007 79.448400000000007 543.53000000000009 481.77300000000008 1066.3056000000001 33.660945000000005 638.18750000000011 77.552000000000007 2022.5000000000002 2022.5000000000002 2022.5000000000002 944.45425000000012 481.77300000000008 441.68000000000006 648.37500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 5 8 6 7 9 13 -1 12 -3 -2 15 17 -5 -15 -7 right_child=10 2 -4 4 -6 14 -8 -9 -10 -11 -12 -13 -14 16 -16 -17 -18 -19 leaf_value=-0.00054046687911611516 0.017716122496387234 -0.2133546191170102 0.91831349647045135 0.016926180691946121 -1.0157789126309482 -0.25392264397247977 0.60949667703537713 0.36656719632446766 0.25006726963588827 0.31041099059581756 -0.5869900712966919 0.12528288420289754 -0.33062911070626355 -0.30444066068104336 -0.46105091231209894 -0.17574232164025308 -0.21520008817962979 -0.24716055608931045 leaf_weight=133799 23 21 20 21 22 23 21 32 26 40 20 48 29 35 21 20 46 42 leaf_count=133799 23 21 20 21 22 23 21 32 26 40 20 48 29 35 21 20 46 42 internal_value=0 -0.000602896 0.223589 -0.000751635 -0.232702 -0.000457321 -0.000264153 -0.000359804 -0.116299 -0.000447534 -0.290564 0.0222193 -0.176553 -0.194377 -0.301198 -0.0770585 -0.253761 -0.249553 internal_weight=0 134237 89 134148 170 133978 133892 133871 148 133839 72 69 52 122 86 41 81 65 internal_count=134309 134237 89 134148 170 133978 133892 133871 148 133839 72 69 52 122 86 41 81 65 is_linear=0 shrinkage=0.01 Tree=626 num_leaves=14 num_cat=0 split_feature=18 8 9 9 5 13 2 3 2 9 3 2 8 split_gain=55027.3 46124.9 87778.3 70056.1 54808 51571.9 69427.8 61632.6 49409.1 554833 128927 9141.14 2166.3 threshold=747.99000000000012 571.7600000000001 25.425000000000001 1023.8910000000002 1066.3056000000001 147.53613000000004 80.954000000000022 50.715049999999998 154.91865000000004 98.416000000000011 650.90000000000009 12.987 804.02882000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 4 5 8 7 -7 10 -10 -1 12 -3 right_child=-2 2 -4 -5 -6 6 -8 -9 9 -11 -12 -13 -14 leaf_value=-0.00054715028100497921 0.52374459409713747 -0.17884353765472771 -0.80282683646678921 0.5511943922872129 -0.47858548360566294 -0.10382522623614383 -0.53304403645651688 0.34535303679379553 0.014292508311981278 1.096982156072557 -0.37707725622496763 0.099253896186533186 -0.069388992589983073 leaf_weight=132619 20 40 20 23 24 411 35 33 887 50 91 23 33 leaf_count=132619 20 40 20 23 24 411 35 33 887 50 91 23 33 internal_value=0 -0.000828868 -0.200149 -0.000656545 -0.00075116 -0.000665658 -0.104242 -0.0704404 -0.000294432 0.0720668 -0.000805339 -0.074591 -0.129364 internal_weight=0 134289 116 134173 134150 134126 479 444 133647 937 132710 96 73 internal_count=134309 134289 116 134173 134150 134126 479 444 133647 937 132710 96 73 is_linear=0 shrinkage=0.01 Tree=627 num_leaves=19 num_cat=0 split_feature=1 5 4 5 0 11 11 4 4 13 0 26 26 26 11 5 5 11 split_gain=59146 44210.1 121800 89670.4 151377 76187.2 76536.9 42270 41423.1 38164.1 23823.8 16406.8 15255.1 8344.99 7011.58 3733.72 1540 6.62668 threshold=789.60480000000007 650.90000000000009 77.943750000000009 364.99000000000007 79.448400000000007 543.53000000000009 481.77300000000008 1066.3056000000001 33.660945000000005 638.18750000000011 77.552000000000007 2022.5000000000002 2022.5000000000002 2022.5000000000002 944.45425000000012 481.77300000000008 441.68000000000006 648.37500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 5 8 6 7 9 13 -1 12 -3 -2 15 17 -5 -15 -7 right_child=10 2 -4 4 -6 14 -8 -9 -10 -11 -12 -13 -14 16 -16 -17 -18 -19 leaf_value=-0.00052893910029244565 0.017858929018611493 -0.21008448623475573 0.90934262871742255 0.016934644551504226 -1.0042319059371949 -0.25098271691280866 0.60340402603149412 0.36305375382304195 0.24718652633520272 0.30840269142389298 -0.58058891057968143 0.1250405268984226 -0.32700419890469518 -0.30127065319674357 -0.45684779575892853 -0.17397942201793193 -0.21324890637527344 -0.24430518286568778 leaf_weight=133799 23 21 20 21 22 23 21 32 26 40 20 48 29 35 21 20 46 42 leaf_count=133799 23 21 20 21 22 23 21 32 26 40 20 48 29 35 21 20 46 42 internal_value=0 -0.000589558 0.222214 -0.000737376 -0.23026 -0.000446144 -0.000255028 -0.000349722 -0.11521 -0.00043661 -0.28728 0.023046 -0.174469 -0.192442 -0.297991 -0.0761942 -0.251283 -0.246668 internal_weight=0 134237 89 134148 170 133978 133892 133871 148 133839 72 69 52 122 86 41 81 65 internal_count=134309 134237 89 134148 170 133978 133892 133871 148 133839 72 69 52 122 86 41 81 65 is_linear=0 shrinkage=0.01 Tree=628 num_leaves=18 num_cat=1 split_feature=1 2 14 2 2 3 3 7 13 11 25 0 26 26 14 14 14 split_gain=57969 58869.3 43741.3 96158.9 36165 372910 177858 144038 87071.3 53675.4 46271.8 23349.7 16300.3 14951.6 3770.69 2458.77 2899.39 threshold=789.60480000000007 1048.2900000000002 325.2480000000001 144.55500000000004 154.91865000000004 482.64500000000004 782.62500000000011 225.07500000000002 77.657000000000011 944.45425000000012 0 77.552000000000007 2022.5000000000002 2022.5000000000002 381.41250000000008 479.13100000000003 739.41125000000011 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 4 14 6 7 9 8 -6 10 -1 13 -8 -2 -4 -16 -17 right_child=11 -3 3 -5 5 -7 12 -9 -10 -11 -12 -13 -14 -15 15 16 -18 leaf_value=0.12735776057480075 0.017680355802826259 0.38299078941345216 -0.16850193866093954 -0.79798949945540654 0.024597502231177373 1.3793462468612763 -0.31777541870420634 0.75048771933273029 -0.62725919405619301 -0.48372924721759297 -0.00087377075259212171 -0.57478301286697386 -0.65666073015332216 -0.32373415806170164 0.028496922745424161 -0.12580844747465711 0.0079610617344196017 leaf_weight=272 23 40 30 21 846 21 22 27 21 23 132771 20 40 29 34 43 26 leaf_count=272 23 40 30 21 846 21 22 27 21 23 132771 20 40 29 34 43 26 internal_value=0 -0.000583663 -0.000697994 -0.169135 -0.00050448 0.0621492 -0.000935104 0.0312083 0.00880859 -0.000685607 -0.000602101 -0.284407 -0.536411 -0.172724 -0.0698416 -0.0411056 -0.0754025 internal_weight=0 134237 134197 154 134043 915 133128 894 867 133066 133043 72 62 52 133 103 69 internal_count=134309 134237 134197 154 134043 915 133128 894 867 133066 133043 72 62 52 133 103 69 cat_boundaries=0 5 cat_threshold=0 262146 4 65536 139264 is_linear=0 shrinkage=0.01 Tree=629 num_leaves=18 num_cat=0 split_feature=1 2 5 4 5 0 1 0 1 0 13 4 1 0 26 26 26 split_gain=56815.5 57697.8 43382.1 119459 87845.2 148002 41423.7 78256.5 47992.5 84547.2 44351.7 40457 35801.2 22885 16108.1 14654 8194.4 threshold=789.60480000000007 1048.2900000000002 650.90000000000009 77.943750000000009 364.99000000000007 79.448400000000007 311.36400000000009 175.33000000000001 271.85500000000002 91.825000000000003 638.18750000000011 33.660945000000005 543.20000000000016 77.552000000000007 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 14 6 11 8 12 10 -10 -1 16 -8 15 -4 -2 -6 right_child=13 -3 3 -5 5 -7 7 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.0005316628605633824 0.017503538701845251 0.3791609432697296 -0.20822620414552234 0.90050952589511868 -0.075383686385140189 -0.99330745220184324 -0.13088454537093638 -0.62997221993627373 0.062318136361929087 0.80582894051074994 0.32841851129764466 0.24389373983328161 0.12795692517723836 -0.5690351877212525 0.12383328992097328 -0.32049681925568091 -0.24888555945437632 leaf_weight=133498 23 40 21 20 41 22 216 27 65 20 41 26 71 20 48 29 81 leaf_count=133498 23 40 21 20 41 22 216 27 65 20 41 26 71 20 48 29 81 internal_value=0 -0.000577732 -0.00069092 0.220016 -0.000837391 -0.228012 -0.000549052 -0.115272 -0.000279467 0.237262 -0.000430666 -0.114252 -0.0668506 -0.281563 0.0227717 -0.170997 -0.190578 internal_weight=0 134237 134197 89 134108 170 133938 314 133624 85 133539 148 287 72 69 52 122 internal_count=134309 134237 134197 89 134108 170 133938 314 133624 85 133539 148 287 72 69 52 122 is_linear=0 shrinkage=0.01 Tree=630 num_leaves=13 num_cat=1 split_feature=9 0 3 26 3 1 2 4 25 5 0 4 split_gain=116130 60054.9 57672.9 107627 71207.6 137435 66529.7 53889.3 58363.6 41524.9 21513.5 3897.23 threshold=1023.8910000000002 1083.9006000000002 782.62500000000011 2022.5000000000002 400.11250000000007 118.78000000000002 1048.2900000000002 783.48000000000013 0 24.141500000000004 13.504000000000001 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 2 4 -4 6 9 7 8 -1 10 -6 -9 right_child=-2 -3 3 -5 5 -7 -8 11 -10 -11 -12 -13 leaf_value=0.022332752833265811 0.72663472132249307 -0.38738641428947446 -0.28654278846014114 0.58684575956921248 -0.08292077740585363 -0.80475564715362369 0.41863436899687118 -0.22811502535854067 -0.0016928488026262509 0.35125486724078658 -0.43997429180145264 -0.38974506313984209 leaf_weight=11009 22 40 21 43 108 31 38 35 122690 20 20 26 leaf_count=11009 22 40 21 43 108 31 38 35 122690 20 20 26 internal_value=0 3.13767e-05 0.000146988 0.300265 3.6238e-06 -0.199314 0.000270279 0.000151425 0.000287003 -0.0724989 -0.13871 -0.297007 internal_weight=0 134081 134041 64 133977 179 133798 133760 133699 148 128 61 internal_count=134103 134081 134041 64 133977 179 133798 133760 133699 148 128 61 cat_boundaries=0 6 cat_threshold=2148581376 67108866 405764 420577408 696385 134234785 is_linear=0 shrinkage=0.01 Tree=631 num_leaves=16 num_cat=1 split_feature=0 3 3 2 2 4 25 0 13 7 3 4 3 3 3 split_gain=58896.1 69115 61700.5 77222.6 65178.5 52848.1 56493.8 107942 37096.3 32750.6 4164.42 3819.67 2942.93 2087.74 4.24804 threshold=1083.9006000000002 782.62500000000011 400.11250000000007 109.49250000000002 1048.2900000000002 783.48000000000013 0 393.82500000000005 638.18750000000011 5.6142500000000011 544.35000000000002 1066.3056000000001 650.90000000000009 441.87500000000006 1048.2900000000002 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 4 9 5 6 7 -1 -8 10 13 -7 -12 -4 -3 right_child=-2 14 3 -5 -6 11 8 -9 -10 -11 12 -13 -14 -15 -16 leaf_value=0.025172085777386055 -0.38351255202293394 0.32894581783202387 -0.18434683382511138 -0.65754800451212914 0.41444805195457057 -0.22583387070042749 -0.0016477813709680753 -0.29399821992232422 0.42906309318542485 0.26247639699415731 -0.29971567497803614 -0.38584761252770061 -0.14775953087806701 -0.073486054629649758 0.32382746107438032 leaf_weight=10910 40 31 25 29 38 35 122682 107 20 22 26 26 25 53 34 leaf_count=10910 40 31 25 29 38 35 122682 107 20 22 26 26 25 53 34 internal_value=0 0.00026356 0.000105421 -0.184914 0.000354292 0.000236669 0.000370911 0.0220522 -0.00157745 -0.0941427 -0.154961 -0.294036 -0.225227 -0.109018 0.326269 internal_weight=0 134063 133998 180 133818 133780 133719 11017 122702 151 129 61 51 78 65 internal_count=134103 134063 133998 180 133818 133780 133719 11017 122702 151 129 61 51 78 65 cat_boundaries=0 6 cat_threshold=2148581376 67108866 405764 420577408 696385 134234785 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=113647 57688.2 55291.7 105488 68470.5 134404 64100.7 138952 71828.9 48154.3 40716.7 35042.6 21120.3 11037 threshold=1023.8910000000002 1083.9006000000002 782.62500000000011 2022.5000000000002 400.11250000000007 118.78000000000002 437.49875000000003 120.129 480.00160000000005 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=0.31204622032349572 0.718821217363531 -0.37967742991447451 -0.28694485369182771 0.57771760995997934 -0.080324247656045136 -0.79417503826079827 0.52276550829410551 0.94486265818278004 0.0050803054950454016 0.01544978024505185 0.34957157886028289 -0.0018767879241634619 -0.43410011553764344 0.11610662147916596 leaf_weight=57 22 40 21 43 108 31 32 21 165 12914 20 120551 20 58 leaf_count=57 22 40 21 43 108 31 32 21 165 12914 20 120551 20 58 internal_value=0 2.96769e-05 0.000142988 0.294 2.61385e-06 -0.195447 0.000264094 0.1716 0.0891713 -1.55237e-05 -0.0700378 -0.000199247 -0.135602 0.196167 internal_weight=0 134081 134041 64 133977 179 133798 218 197 133580 148 133465 128 115 internal_count=134103 134081 134041 64 133977 179 133798 218 197 133580 148 133465 128 115 cat_boundaries=0 4 10 cat_threshold=0 0 4 65536 2182135808 67108866 33960192 420511872 698433 134234785 is_linear=0 shrinkage=0.01 Tree=633 num_leaves=13 num_cat=0 split_feature=9 0 3 26 3 1 2 4 5 1 0 4 split_gain=111385 56540.2 54191.4 103388 67107.9 131729 63840.3 51838.8 39906.4 35656.1 20700 3741.9 threshold=1023.8910000000002 1083.9006000000002 782.62500000000011 2022.5000000000002 400.11250000000007 118.78000000000002 1048.2900000000002 783.48000000000013 24.141500000000004 543.20000000000016 13.504000000000001 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 6 8 7 9 10 -1 -6 -9 right_child=-2 -3 3 -5 5 -7 -8 11 -10 -11 -12 -13 leaf_value=0.00010962110768122152 0.71163299820639869 -0.37588064336776733 -0.28407541206904824 0.5719403741526049 -0.079521004574166401 -0.78623327982041147 0.41008214549014443 -0.22380002631459917 0.34607587945461277 0.15865506471147839 -0.42975910639762882 -0.38217642509020294 leaf_weight=133557 22 40 21 43 108 31 38 35 20 142 20 26 leaf_count=133557 22 40 21 43 108 31 38 35 20 142 20 26 internal_value=0 2.93903e-05 0.000141568 0.29106 2.59787e-06 -0.193493 0.000261463 0.000145037 -0.0693374 0.00027801 -0.134246 -0.291305 internal_weight=0 134081 134041 64 133977 179 133798 133760 148 133699 128 61 internal_count=134103 134081 134041 64 133977 179 133798 133760 148 133699 128 61 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 24 5 6 0 0 split_gain=109169 55415.1 53113 101331 65772.5 129108 62069.2 282980 91014.6 47563.3 83527.5 39112.2 30437.6 20288.1 9575.9 threshold=1023.8910000000002 1083.9006000000002 782.62500000000011 2022.5000000000002 400.11250000000007 118.78000000000002 437.49875000000003 0 24.245000000000005 1 2 24.141500000000004 657.87500000000011 13.504000000000001 91.825000000000003 decision_type=2 2 2 2 2 2 2 1 2 9 1 2 2 2 2 left_child=1 2 4 -4 6 11 9 14 -9 10 -1 13 -11 -6 -8 right_child=-2 -3 3 -5 5 -7 7 8 -10 12 -12 -13 -14 -15 -16 leaf_value=0.19529201461502232 0.7045166661522605 -0.37212185597419739 -0.28123465282576426 0.5662210273188214 -0.07872579505046208 -0.77837095533647838 -0.27108528529984111 0.7168867739439011 0.092731453288685192 -0.00032868571067290421 -0.024775524825760811 0.34261507081985471 -0.1942362641920278 -0.42546152186393743 -0.027887350559234619 leaf_weight=329 22 40 21 43 108 31 85 80 33 132817 353 20 81 20 20 leaf_count=329 22 40 21 43 108 31 85 80 33 132817 353 20 81 20 20 internal_value=0 2.90963e-05 0.000140152 0.28815 2.57178e-06 -0.191558 0.000258848 0.168858 0.491147 -1.63027e-05 0.0826741 -0.068644 -0.000446837 -0.132903 -0.205217 internal_weight=0 134081 134041 64 133977 179 133798 218 113 133580 682 148 132898 128 105 internal_count=134103 134081 134041 64 133977 179 133798 218 113 133580 682 148 132898 128 105 cat_boundaries=0 1 6 7 cat_threshold=968 0 2 4100 151060480 131072 1477 is_linear=0 shrinkage=0.01 Tree=635 num_leaves=25 num_cat=4 split_feature=3 10 4 25 2 24 25 4 6 25 4 3 3 6 2 2 11 1 4 4 5 8 10 10 split_gain=41660.4 41589.3 47969.4 42489.5 247262 77945.3 118293 127747 115178 97064.6 55006.3 38991.6 103347 51264.4 45960.9 45047.4 38185.7 25477.5 37898.7 13493.9 4183.67 1918.58 5434.71 61.7094 threshold=1048.2900000000002 360.62500000000006 54.310000000000009 0 1048.2900000000002 1 2 650.90000000000009 400.11250000000007 3 124.30625000000002 255.07275000000001 199.59643500000001 118.35000000000001 783.48000000000013 185.38000000000002 215.74175000000005 118.78000000000002 73.786500000000018 13.910351500000003 1.1847500000000002 86.812500000000014 638.18750000000011 479.84000000000009 decision_type=2 2 2 9 2 1 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 20 4 5 8 10 -8 9 -1 -7 12 14 19 16 17 -5 18 -13 -14 21 22 23 -3 right_child=-2 2 -4 11 -6 6 7 -9 -10 -11 -12 15 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.19563636140915955 0.33230232063092685 -0.04722622193083887 -0.47495993312862184 -0.00056239747120011394 1.1304169626235963 0.20873105403557268 0.02444238974212401 0.71375128787976727 0.56710837111753576 -0.026213468138342983 -0.31385107131231399 -0.090684387738686159 0.25361083374467008 0.74969079709053033 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67240210 1074135428 965017728 34218048 161 157 0 0 4 419495936 33685504 2147483648 2 262272 0 8192 is_linear=0 shrinkage=0.01 Tree=636 num_leaves=29 num_cat=2 split_feature=3 10 0 25 24 0 9 9 0 7 1 12 12 5 5 5 3 3 9 1 7 0 13 7 10 10 10 10 split_gain=40831.3 40761.8 44100.6 41650.1 82758.2 92248.7 422960 489591 327918 84087.2 86024 66576.1 57138.5 41657.1 73535.1 76519 38144.7 77182.6 48264.9 40705.1 35263.6 17937.4 16284.4 2585.69 3489.72 1401.35 172.336 12.8373 threshold=1048.2900000000002 360.62500000000006 79.448400000000007 0 1 7.1319000000000008 9.2947500000000023 26.343300000000003 9.339717000000002 11.341500000000002 437.49875000000003 648.37500000000011 51.813750000000006 232.66575000000003 41.927000000000007 84.64200000000001 255.07275000000001 199.59643500000001 9.0774200000000018 271.85500000000002 57.990000000000002 223.35100000000003 59.092000000000006 35.794000000000004 543.20000000000016 479.84000000000009 747.99000000000012 440.18000000000006 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 23 4 13 9 8 -8 -7 10 -6 16 -11 14 22 -16 17 20 -19 21 -5 -18 -1 24 25 27 -26 -3 right_child=-2 2 -4 11 5 6 7 -9 -10 12 -12 -13 -14 -15 15 -17 19 18 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 leaf_value=-0.050682909468298933 0.32897932755319692 -0.058348000309406185 -0.54544348835945133 -0.0010538053152143925 0.0264804673107015 1.2940580402101791 2.1829819333553315 0.36449646824284609 0.02776290747061582 -0.12860253587565271 0.4197203333995172 0.48716858604124619 0.3283819372900601 -0.40363929325534453 0.59656644434542272 -0.051014362176259355 -0.058691336320679605 0.15959801051730202 0.68476434253510976 -0.55445250082015984 0.052104491947261612 -0.36446237246195473 0.15328254532814026 -0.19390343308448793 -0.14119193808452501 0.037014113725365505 -0.10863375935061224 -0.048493930496275421 leaf_weight=1828 38 39 24 120257 8407 21 20 57 781 484 56 28 29 31 37 36 222 105 21 20 1261 21 40 20 37 23 29 20 leaf_count=1828 38 39 24 120257 8407 21 20 57 781 484 56 28 29 31 37 36 222 105 21 20 1261 21 40 20 37 23 29 20 internal_value=0 0.00113584 -0.144465 0.00134484 0.0192537 0.0310896 0.12889 0.83683 0.0609203 0.0215469 0.0290826 -0.000393763 -0.102769 -0.0397545 -0.0341477 0.277212 -0.00050578 -0.000245683 0.247126 -0.120807 -0.000502178 -0.085116 -0.0463153 -0.0871826 -0.0727609 -0.0291967 -0.126886 -0.0550076 internal_weight=0 133954 192 133762 11827 9855 879 77 802 8976 8463 121935 513 1972 1941 73 121907 121644 126 263 121518 243 1868 168 148 82 66 59 internal_count=133992 133954 192 133762 11827 9855 879 77 802 8976 8463 121935 513 1972 1941 73 121907 121644 126 263 121518 243 1868 168 148 82 66 59 cat_boundaries=0 6 7 cat_threshold=2181070976 67240210 1074135428 965017728 34218048 161 129 is_linear=0 shrinkage=0.01 Tree=637 num_leaves=18 num_cat=3 split_feature=3 10 4 11 25 2 24 25 6 9 3 3 7 5 9 10 10 split_gain=40018.8 39950.6 46642.6 41158.3 43646.8 241854 77112 120690 112586 63880 34274.2 50078.9 46232.7 4140.15 2148.88 874.956 27.8661 threshold=1048.2900000000002 360.62500000000006 54.310000000000009 944.45425000000012 0 1048.2900000000002 1 2 400.11250000000007 783.98480000000006 242.64500000000001 199.59643500000001 108.593 1.1847500000000002 40.487800000000014 638.18750000000011 440.18000000000006 decision_type=2 2 2 2 9 2 1 9 2 2 2 2 2 2 2 2 2 left_child=1 3 13 4 5 6 8 -8 -1 10 11 -6 -12 14 15 16 -3 right_child=-2 2 -4 -5 9 -7 7 -9 -10 -11 12 -13 -14 -15 -16 -17 -18 leaf_value=-0.016436635666681309 0.32568956500605534 -0.092424962616735884 -0.46747369249661769 -0.43116420659151944 -0.00041635740894242946 1.1184988150596618 0.18576998596218811 0.027420988460546667 0.56101219429689297 0.4859774676517204 -0.073298243303066016 0.21911496506287503 -0.55064747580073092 0.066191583514213573 0.005117578960600353 -0.14339378045155454 -0.080103619932300515 leaf_weight=4872 38 31 36 22 121510 20 512 6378 34 27 261 104 22 20 21 39 45 leaf_count=4872 38 31 36 22 121510 20 512 6378 34 27 261 104 22 20 21 39 45 internal_value=0 0.00112449 -0.143021 0.00133139 0.00140253 0.0197448 0.0178986 0.0394402 -0.0124095 -0.000376657 -0.000484415 -0.000228622 -0.110407 -0.0681468 -0.0879024 -0.104889 -0.0851294 internal_weight=0 133954 192 133762 133740 11816 11796 6890 4906 121924 121897 121614 283 156 136 115 76 internal_count=133992 133954 192 133762 133740 11816 11796 6890 4906 121924 121897 121614 283 156 136 115 76 cat_boundaries=0 6 7 12 cat_threshold=2181070976 67240210 1074135428 965017728 34218048 161 157 0 0 4 419495936 33685504 is_linear=0 shrinkage=0.01 Tree=638 num_leaves=18 num_cat=2 split_feature=3 10 4 11 25 2 24 0 6 12 3 3 2 5 9 10 10 split_gain=39222.4 39155.7 45714.4 40339.3 42786 237040 75586.5 302033 110346 65179.6 36445.9 74707.2 43875.3 4057.76 2106.12 857.544 27.3116 threshold=1048.2900000000002 360.62500000000006 54.310000000000009 944.45425000000012 0 1048.2900000000002 1 431.47500000000008 400.11250000000007 648.37500000000011 255.07275000000001 199.59643500000001 185.38000000000002 1.1847500000000002 40.487800000000014 638.18750000000011 440.18000000000006 decision_type=2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 3 13 4 5 6 8 -8 -1 10 11 -6 -12 14 15 16 -3 right_child=-2 2 -4 -5 9 -7 7 -9 -10 -11 12 -13 -14 -15 -16 -17 -18 leaf_value=-0.016272270280442681 0.32243268163580646 -0.091500711479494651 -0.46279895560608969 -0.42685256307775327 -0.00048232729838845973 1.1073138546943664 0.032847992507091354 0.73964287410016927 0.55540206039653106 0.48204895534685682 -0.081098362060864113 0.24314212829347642 -0.56844506025314334 0.065529665112495417 0.0050664082879111885 -0.14195984210723486 -0.079302584351557834 leaf_weight=4872 38 31 36 22 121508 20 6829 61 34 28 242 126 20 20 21 39 45 leaf_count=4872 38 31 36 22 121508 20 6829 61 34 28 242 126 20 20 21 39 45 internal_value=0 0.0011134 -0.14159 0.00131824 0.00138867 0.0195492 0.0177215 0.0390489 -0.0122854 -0.000372891 -0.000483735 -0.000229958 -0.1183 -0.0674653 -0.0870234 -0.10384 -0.0842781 internal_weight=0 133954 192 133762 133740 11816 11796 6890 4906 121924 121896 121634 262 156 136 115 76 internal_count=133992 133954 192 133762 133740 11816 11796 6890 4906 121924 121896 121634 262 156 136 115 76 cat_boundaries=0 6 7 cat_threshold=2181070976 67240210 1074135428 965017728 34218048 161 157 is_linear=0 shrinkage=0.01 Tree=639 num_leaves=29 num_cat=2 split_feature=8 0 2 3 0 11 24 12 0 0 7 7 1 2 3 26 1 5 1 16 16 2 3 24 7 8 11 2 split_gain=38881.6 239871 81320.1 78655.9 52273.2 194323 135923 154790 372005 138325 77912.6 74183.6 62705.2 106101 61714.8 92301.5 54232.7 46250.4 31233.3 26757.6 34812.4 20931.1 19561.7 25067.3 40116.7 9315.08 6288.35 1180.59 threshold=148.34250000000006 290.96350000000007 333.67962000000006 1048.2900000000002 25.333500000000004 271.26290500000005 0 9.3700000000000028 114.27500000000002 26.940999999999999 276.13500000000005 104.42500000000003 395.70800000000008 648.37500000000011 46.485599999999998 2022.5000000000002 650.90000000000009 254.90500000000003 650.90000000000009 756.4475000000001 498.22192500000011 1048.2900000000002 98.436000000000021 1 121.28400000000001 225.07500000000002 97.243600000000001 783.48000000000013 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 1 2 2 2 2 left_child=3 2 17 4 12 6 7 9 -9 -6 11 -8 13 19 15 16 -14 22 -17 20 -1 27 23 24 -2 -24 -25 -15 right_child=1 -3 -4 -5 5 -7 10 8 -10 -11 -12 -13 14 21 -16 18 -18 -19 -20 -21 -22 -23 25 26 -26 -27 -28 -29 leaf_value=0.00023114833233173811 0.023821048436202405 -1.0546941152711709 0.51073264452127309 0.46259538547412765 0.75385407663881776 0.86540129423141476 -0.00015161289334382453 1.4360404307501657 -0.34962944221496584 0.083904739016901236 -0.57847999489825708 0.38035232378886302 0.17115194536604972 -0.19738968520328917 0.70420811295509345 0.059515316444530821 0.70322492901484168 -0.49028003414471949 -0.30500964979082346 -0.32051453815056724 0.30701224333531146 -0.57752935798079885 -0.08846383253733317 -0.053343292587394509 0.50566292693838477 -0.34657481384303035 -0.19106923798720044 -0.28484550533872666 leaf_weight=128358 127 24 26 37 32 28 3495 28 20 835 23 52 53 29 20 57 30 24 40 26 37 27 27 419 20 29 36 33 leaf_count=128358 127 24 26 37 32 28 3495 28 20 835 23 52 53 29 20 57 30 24 40 26 37 27 27 419 20 29 36 33 internal_value=0 -0.0714895 -0.0381605 0.00159172 0.00146369 0.0349158 0.029731 0.13773 0.692011 0.108632 0.00166017 0.00542668 0.000290749 1.53943e-05 0.17722 0.118665 0.363467 -0.0590861 -0.0908043 0.000254599 0.000319554 -0.34514 -0.0433587 -0.0267289 0.0836849 -0.222128 -0.0628588 -0.243939 internal_weight=0 732 708 133260 133223 4513 4485 915 48 867 3570 3547 128710 128510 200 180 83 682 97 128421 128395 89 658 602 147 56 455 62 internal_count=133992 732 708 133260 133223 4513 4485 915 48 867 3570 3547 128710 128510 200 180 83 682 97 128421 128395 89 658 602 147 56 455 62 cat_boundaries=0 1 2 cat_threshold=274 577 is_linear=0 shrinkage=0.01 Tree=640 num_leaves=13 num_cat=1 split_feature=3 1 25 26 4 5 5 1 1 4 26 5 split_gain=79094.4 48619.4 34617.2 101251 36792.2 29147.9 94319.5 51133.3 40408.5 14931.1 8646.22 845.347 threshold=1048.2900000000002 789.60480000000007 0 2022.5000000000002 1066.3056000000001 650.90000000000009 364.99000000000007 15.577650000000002 480.00160000000005 77.943750000000009 2022.5000000000002 783.48000000000013 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 8 -8 -4 11 -3 -7 right_child=-2 10 4 -5 -6 9 7 -9 -10 -11 -12 -13 leaf_value=-0.12464809390214773 0.48125125267926389 -0.13768799156978215 -0.00088911772144862711 0.49644321711558215 0.35500833264712633 0.05523663878440857 -0.16385232065072042 -0.64178084073243313 -0.1868122526926872 0.39737051054187439 -0.36568880192171305 0.12872696675360204 leaf_weight=52 34 29 133568 53 29 24 131 27 117 23 39 45 leaf_count=52 34 29 133568 53 29 24 131 27 117 23 39 45 internal_value=0 -0.0011278 -0.000992209 0.172433 -0.00114093 -0.00121812 -0.00134043 -0.245524 -0.00105184 0.176716 -0.268453 0.103165 internal_weight=0 134137 134069 105 133964 133935 133843 158 133685 92 68 69 internal_count=134171 134137 134069 105 133964 133935 133843 158 133685 92 68 69 cat_boundaries=0 5 cat_threshold=0 2 0 0 8192 is_linear=0 shrinkage=0.01 Tree=641 num_leaves=17 num_cat=2 split_feature=2 24 1 3 0 25 2 1 2 1 9 5 5 2 2 2 split_gain=84334.1 159626 207725 152011 114587 43032.1 40613.7 38608.7 41505.8 109203 32670 33751.8 32295 10728.7 1423.19 795.259 threshold=437.49875000000003 0 139.89200000000002 1048.2900000000002 52.155000000000008 1 783.48000000000013 1066.3056000000001 271.95250000000004 84.373000000000005 1023.8910000000002 364.99000000000007 42.928500000000007 783.48000000000013 543.20000000000016 543.20000000000016 decision_type=2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=3 2 13 5 6 -1 14 8 10 12 11 -7 -10 15 -3 -2 right_child=1 4 -4 -5 -6 7 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.19423677402260031 0.016974588838116877 -0.14697542965412141 1.0179095273017884 0.69950968988480111 -1.1538780269622801 -0.001000911556510021 -0.63118351872762046 -0.37228501336915154 -0.00087959129670087024 0.67603800863027574 0.34667450083626639 -0.12146277967824444 0.41479188941773915 -0.23942402733696833 -0.237892979853081 -0.056463396608829493 leaf_weight=103 29 36 20 31 20 133292 30 28 170 32 27 233 21 36 33 30 leaf_count=103 29 36 20 31 20 133292 30 28 170 32 27 233 21 36 33 30 internal_value=0 -0.190672 0.0842983 -0.00066412 -0.427555 -0.000826214 -0.324011 -0.000990814 -0.000913174 0.135401 -0.00114079 -0.00121112 0.0448225 -0.103378 -0.190458 -0.0203668 internal_weight=0 234 115 133937 119 133906 99 133803 133775 223 133552 133525 191 95 69 59 internal_count=134171 234 115 133937 119 133906 99 133803 133775 223 133552 133525 191 95 69 59 cat_boundaries=0 1 6 cat_threshold=2105 0 2 0 0 8192 is_linear=0 shrinkage=0.01 Tree=642 num_leaves=23 num_cat=2 split_feature=2 9 24 1 1 9 5 4 1 7 7 6 25 26 2 26 2 6 10 9 7 26 split_gain=82656 159262 160522 196544 56449 47877.3 496200 144245 62984.5 50262.2 43164.3 39755.3 43368.5 34760.6 31909.5 29951 25796 23125.7 18319 9819.66 9333.34 4043.9 threshold=437.49875000000003 156.28525000000005 0 121.8798 77.943750000000009 362.49400000000003 120.129 25.421000000000003 1066.3056000000001 1043.5418000000002 657.87500000000011 783.98480000000006 1 2022.5000000000002 783.48000000000013 2022.5000000000002 783.48000000000013 1043.5418000000002 6.3262500000000008 783.98480000000006 783.98480000000006 2022.5000000000002 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=5 2 3 15 14 8 7 13 9 10 11 12 -1 -7 21 -2 -17 -13 19 -15 -12 -4 right_child=1 -3 4 -5 -6 6 -8 -9 -10 -11 20 17 -14 18 -16 16 -18 -19 -20 -21 -22 -23 leaf_value=0.18524315284729004 0.19371920877032811 -1.042140637397766 -0.050682296223110622 1.0765116684436797 -0.80897546005249032 0.23391346582521994 1.6083471334548225 0.7456194055080414 -0.46687530846431335 -0.47873081765391612 0.38866480946540832 0.47854279306199815 -0.001109865645017552 -0.17979326017863223 -0.56710037918090817 0.020935589207543268 -0.44036221981048584 0.056460608124732969 -0.45038037006344112 0.037646076414320204 0.1277900877594948 -0.21685862511396409 leaf_weight=115 36 20 27 20 25 24 21 22 29 22 32 27 133458 90 25 27 22 25 21 27 24 32 leaf_count=115 36 20 27 20 25 24 21 22 29 22 32 27 133458 90 25 27 22 25 21 27 24 32 internal_value=0 -0.188766 -0.109011 0.168534 -0.358906 -0.000657334 0.152048 -0.0141597 -0.000891419 -0.000790347 -0.000711692 -0.000828019 -0.000935639 -0.11734 -0.267683 -0.0252802 -0.186178 0.275619 -0.178427 -0.129615 0.276861 -0.140812 internal_weight=0 234 214 105 109 133937 205 184 133732 133703 133681 133625 133573 162 84 85 49 52 138 117 56 59 internal_count=134171 234 214 105 109 133937 205 184 133732 133703 133681 133625 133573 162 84 85 49 52 138 117 56 59 cat_boundaries=0 1 6 cat_threshold=2105 0 2 0 0 139264 is_linear=0 shrinkage=0.01 Tree=643 num_leaves=11 num_cat=1 split_feature=3 1 19 25 26 4 5 5 4 26 split_gain=75381.2 46765.4 34049 36907.9 108588 36108.4 28676.4 81317.8 14729.4 8401.16 threshold=1048.2900000000002 789.60480000000007 684.84926000000007 0 2022.5000000000002 1066.3056000000001 650.90000000000009 364.99000000000007 93.065000000000012 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 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=-0.12696220104510966 0.46982516569249766 -0.13437492502146753 -0.39433522652495989 -0.00098079795832280636 0.51929375116641707 0.35177378983333191 0.24205094999530249 -0.2286990106903064 -0.064713801831007015 -0.35912137539722983 leaf_weight=52 34 29 22 133665 52 29 72 157 20 39 leaf_count=52 34 29 22 133665 52 29 72 157 20 39 internal_value=0 -0.00109475 -0.000961769 -0.000897208 0.178958 -0.00105014 -0.00112662 -0.00124796 0.175363 -0.263274 internal_weight=0 134137 134069 134047 104 133943 133914 133822 92 68 internal_count=134171 134137 134069 134047 104 133943 133914 133822 92 68 cat_boundaries=0 5 cat_threshold=0 2 0 0 8192 is_linear=0 shrinkage=0.01 Tree=644 num_leaves=17 num_cat=1 split_feature=2 9 3 1 2 25 26 1 2 1 5 9 5 3 0 2 split_gain=81056.8 156021 146791 66085.5 78867.5 40941.1 104814 36379.7 40610.2 106860 31572.3 31196.4 32663 11593.1 10017.1 2597.41 threshold=437.49875000000003 156.28525000000005 1048.2900000000002 186.96900000000002 1048.2900000000002 0 2022.5000000000002 1066.3056000000001 271.95250000000004 84.373000000000005 42.928500000000007 1023.8910000000002 364.99000000000007 52.107000000000006 31.946650000000005 783.48000000000013 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=2 3 5 4 13 6 -1 8 11 10 -10 12 -7 14 15 -2 right_child=1 -3 -4 -5 -6 7 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.11425398387160955 -0.058413465840093208 -1.0315690736770631 0.68740772124259708 0.36455819423382096 -0.63426727664086135 -0.00097233303251834102 0.5237778980915363 -0.36137736627033784 -0.00083938040452844961 0.66875756263732911 0.4101551240966434 0.33877046055263949 -0.1194754003470388 -0.30722293663024902 0.15733030271530152 -0.16884394066674369 leaf_weight=51 89 20 31 26 31 133292 52 28 170 32 21 27 233 20 20 28 leaf_count=51 89 20 31 26 31 133292 52 28 170 32 21 27 233 20 20 28 internal_value=0 -0.186921 -0.000640777 -0.107982 -0.173333 -0.000800065 0.189465 -0.000960616 -0.00088525 0.13395 0.0443485 -0.00111039 -0.00117912 -0.0823203 -0.0494878 -0.0848413 internal_weight=0 234 133937 214 188 133906 103 133803 133775 223 191 133552 133525 157 137 117 internal_count=134171 234 133937 214 188 133906 103 133803 133775 223 191 133552 133525 157 137 117 cat_boundaries=0 5 cat_threshold=0 2 0 0 8192 is_linear=0 shrinkage=0.01 Tree=645 num_leaves=13 num_cat=4 split_feature=25 3 4 24 9 9 3 25 0 25 2 4 split_gain=99497.8 129608 97164.5 81152.6 62813 44537.7 46358.4 39070.6 33496.5 32589.7 15024.7 3299.12 threshold=0 1048.2900000000002 783.48000000000013 1 1023.8910000000002 396.4661000000001 139.99850000000004 2 1083.9006000000002 3 10.871000000000002 1066.3056000000001 decision_type=9 2 2 1 2 2 2 9 2 9 2 2 left_child=3 2 4 -1 5 8 10 -5 9 -2 -7 -4 right_child=1 -3 11 7 -6 6 -8 -9 -10 -11 -12 -13 leaf_value=0.081956115908327354 0.014727683337194541 0.62658675482778836 0.48443898404466695 -0.086177387685704043 0.5600055372714996 -0.048678192737930955 -0.5742172934611639 -0.34444171685851027 -0.33436614545186361 -0.0018196823380647756 -0.34079180354163763 0.33359960556030271 leaf_weight=103 13201 33 29 123 20 109 24 168 30 120117 21 29 leaf_count=103 13201 33 29 123 20 109 24 168 30 120117 21 29 internal_value=0 -3.51714e-05 -0.000189977 -0.157206 -0.000367731 -0.000451681 -0.170414 -0.241768 -0.000255396 -0.000180212 -0.0958658 0.409019 internal_weight=0 133613 133580 394 133522 133502 154 291 133348 133318 130 58 internal_count=134007 133613 133580 394 133522 133502 154 291 133348 133318 130 58 cat_boundaries=0 5 6 10 16 cat_threshold=0 3 4 65536 139328 1030 0 1 0 65536 38043648 69599248 168169744 702054528 34081282 160 is_linear=0 shrinkage=0.01 Tree=646 num_leaves=16 num_cat=5 split_feature=25 3 9 24 0 6 24 2 25 9 14 25 0 0 2 split_gain=97626 127029 81699.9 79645.9 42353.2 271234 227213 50347.4 38329.5 35740.2 89216.3 35465.4 28512.3 21202.9 4876.53 threshold=0 1048.2900000000002 1023.8910000000002 1 431.47500000000008 26.856100000000005 2 783.48000000000013 3 245.22000000000006 108.99250000000002 4 643.62800000000016 783.48000000000013 1048.2900000000002 decision_type=9 2 2 1 2 2 1 2 9 2 2 9 2 2 2 left_child=3 2 4 -1 7 6 12 9 -5 11 -11 -2 -6 -8 -9 right_child=1 -3 -4 8 5 -7 13 14 -10 10 -12 -13 -14 -15 -16 leaf_value=0.081209083152028308 -0.018079134518884519 0.62032092152219831 0.62349918007850647 -0.085380408006503164 0.76642344951629637 -0.68228443745204392 -0.18530456512746679 0.18051130082872177 -0.34119080323851514 -0.14827564756896133 0.48429634412129724 0.0011104574656232368 0.43127969026565555 0.12473168060183526 0.35829525868097939 leaf_weight=103 10443 33 21 123 60 35 71 27 168 314 24 122473 44 32 36 leaf_count=103 10443 33 21 123 60 35 71 27 168 314 24 122473 44 32 36 internal_value=0 -3.481e-05 -0.000188067 -0.15572 -0.000286132 0.131887 0.269548 -0.000526055 -0.239494 -0.000659676 -0.103359 -0.000398515 0.56984 -0.0811081 0.282102 internal_weight=0 133613 133580 394 133559 242 207 133317 291 133254 338 132916 104 103 63 internal_count=134007 133613 133580 394 133559 242 207 133317 291 133254 338 132916 104 103 63 cat_boundaries=0 5 6 7 11 17 cat_threshold=0 3 4 65536 139328 1030 3906 0 1 0 65536 3355574594 1078542336 2164286080 2149601352 845152256 8195 is_linear=0 shrinkage=0.01 Tree=647 num_leaves=18 num_cat=1 split_feature=3 9 24 0 0 7 5 2 2 9 14 9 0 1 1 2 1 split_gain=52698.6 42616.5 30822.9 87627.4 71343.1 253924 275884 74815.2 55118.1 32896.4 84799.1 32099.7 26134.7 21439 52913.8 6273.58 3048.2 threshold=1048.2900000000002 1023.8910000000002 0 479.65650000000011 431.47500000000008 8.0855000000000015 72.393750000000026 1048.2900000000002 242.64500000000001 245.22000000000006 108.99250000000002 38.267500000000005 1083.9006000000002 292.38750000000005 156.10000000000005 480.00160000000005 480.00160000000005 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 8 7 6 12 9 13 11 -11 -4 -6 14 -1 -10 -15 right_child=-2 -3 4 -5 5 -7 -8 -9 15 10 -12 -13 -14 16 -16 -17 -18 leaf_value=-0.014536139081167344 0.37684569384600664 0.42074788803855578 -2.2415288007188104e-05 -0.62021119688948001 0.13110052166736288 -0.67642105674743647 1.4244773457050324 0.46271452140808111 -0.24626276520320348 -0.14569755209638671 0.52745615148544311 0.044871258855793891 0.46976816954436124 -0.15804427206516267 0.27162675206477827 -0.46489185038067049 -0.32520251190662386 leaf_weight=10948 37 24 120626 24 146 30 20 35 35 291 20 1614 27 24 65 21 20 leaf_count=10948 37 24 120626 24 146 30 20 35 35 291 20 1614 27 24 65 21 20 internal_value=0 -0.000603615 -0.000679111 -0.0166009 0.000766053 0.179468 0.312508 0.000441033 -0.0153122 0.00030901 -0.102408 0.00057034 0.183956 -0.0137273 -0.0128472 -0.328249 -0.234025 internal_weight=0 133970 133946 11137 122809 223 193 122586 11113 122551 311 122240 173 11057 11013 56 44 internal_count=134007 133970 133946 11137 122809 223 193 122586 11113 122551 311 122240 173 11057 11013 56 44 cat_boundaries=0 1 cat_threshold=128 is_linear=0 shrinkage=0.01 Tree=648 num_leaves=17 num_cat=5 split_feature=25 3 9 24 26 25 25 17 2 6 17 16 24 2 26 26 split_gain=95934.6 122976 78984.8 78208.5 84691.4 37633.2 34016.7 70379.9 48781 46538.6 34261.4 31512.5 31086.8 26790.5 11157.6 574.381 threshold=0 1048.2900000000002 1023.8910000000002 1 2022.5000000000002 2 3 293.68850000000003 1048.2900000000002 150.61000000000004 662.73140000000001 211.90000000000001 4 54.625000000000007 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 1 2 9 9 2 2 2 2 2 1 2 2 2 left_child=3 2 6 4 -1 14 7 9 10 11 12 -2 -8 -11 -5 -7 right_child=1 -3 -4 5 -6 15 8 -9 -10 13 -12 -13 -14 -15 -16 -17 leaf_value=-0.20131028792437383 -0.016470219298083805 0.61034926096598308 0.61305668407962433 -0.19236523930368751 0.37221346855163573 -0.34000500370474418 0.0062652215318138998 0.57580942916870115 0.41134495011691391 -0.13390434240836363 -0.41269684791564942 0.28843607593985165 -0.0038214042855693616 -0.49754606167475379 -0.001570143094429603 -0.37698835878487097 leaf_weight=51 11100 33 21 58 52 85 61192 20 29 130 20 34 61010 24 65 83 leaf_count=51 11100 33 21 58 52 85 61192 20 29 130 20 34 61010 24 65 83 internal_value=0 -2.9129e-05 -0.000179921 -0.15436 0.0804272 -0.237374 -0.000276342 -0.0168621 0.00125909 -0.0179271 0.00116189 -0.0155391 0.00122962 -0.190576 -0.084656 -0.338149 internal_weight=0 133613 133580 394 103 291 133559 11308 122251 11288 122222 11134 122202 154 123 168 internal_count=134007 133613 133580 394 103 291 133559 11308 122251 11288 122222 11134 122202 154 123 168 cat_boundaries=0 5 6 10 16 17 cat_threshold=0 3 4 65536 139328 1030 0 1 0 65536 3355574594 1078542336 2164286080 2117704 809500673 8199 1890 is_linear=0 shrinkage=0.01 Tree=649 num_leaves=16 num_cat=3 split_feature=25 3 4 24 26 9 9 3 25 0 0 2 26 4 26 split_gain=94025.5 120529 94849.6 76652.2 83006 57937.6 42716.6 45553.5 36884.3 33565.5 31913.7 14880 10935.6 3182.81 562.951 threshold=0 1048.2900000000002 783.48000000000013 1 2022.5000000000002 1023.8910000000002 396.4661000000001 139.99850000000004 2 1083.9006000000002 8.0855000000000015 10.871000000000002 2022.5000000000002 1066.3056000000001 2022.5000000000002 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 11 12 10 -2 -8 -5 -4 -10 right_child=1 -3 13 8 -6 -7 7 -9 14 -11 -12 -13 -14 -15 -16 leaf_value=-0.19929717550090714 -0.001422994833208975 0.60424575776764844 0.47820567369461059 -0.19044158645744982 0.36849132226063652 0.53783245999924834 -0.046027759283507635 -0.56716826955477395 -0.33660495112924016 -0.33469670104980465 0.018890307339378961 -0.33673086995170232 -0.0015544382150356588 0.3300488911826035 -0.37321847237736344 leaf_weight=51 125074 33 29 58 52 20 109 24 85 30 8244 21 65 29 83 leaf_count=51 125074 33 29 58 52 20 109 24 85 30 8244 21 65 29 83 internal_value=0 -2.88359e-05 -0.00017812 -0.152816 0.0796229 -0.000353744 -0.00043437 -0.166886 -0.235001 -0.00024214 -0.000166879 -0.0929875 -0.0838094 0.404127 -0.334767 internal_weight=0 133613 133580 394 103 133522 133502 154 291 133348 133318 130 123 58 168 internal_count=134007 133613 133580 394 103 133522 133502 154 291 133348 133318 130 123 58 168 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=13 num_cat=3 split_feature=2 25 9 9 9 7 13 24 25 26 26 26 split_gain=53831.5 43632.6 39939.4 58446.9 49373.1 48542.5 32006.9 26857.3 42560.7 19911.8 1007.21 882.81 threshold=1048.2900000000002 0 1023.8910000000002 783.98480000000006 673.83140000000014 1043.5418000000002 147.53613000000004 1 2 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 1 9 2 2 2 left_child=1 7 3 4 5 6 -3 9 10 -1 -9 -10 right_child=-2 2 -4 -5 -6 -7 -8 8 11 -11 -12 -13 leaf_value=0.16245972183015611 0.37582938696208751 2.1106180006593254e-05 0.40760660685598848 -0.50442612860513769 0.43544647766993599 -0.44097312704026698 -0.078436539579625333 -0.075553818616000093 -0.31408965830709418 -0.09311615535191127 -0.024065738296508789 -0.37210545910729304 leaf_weight=54 38 133342 24 23 26 25 522 77 51 70 75 54 leaf_count=54 38 133342 24 23 26 25 522 77 51 70 75 54 internal_value=0 -0.000603914 -0.000295969 -0.000369082 -0.000282509 -0.000367124 -0.000284838 -0.106087 -0.163801 0.0168261 -0.0470529 -0.31402 internal_weight=0 134343 133962 133938 133915 133889 133864 381 257 124 152 105 internal_count=134381 134343 133962 133938 133915 133889 133864 381 257 124 152 105 cat_boundaries=0 6 7 13 cat_threshold=0 1 4 0 131072 8224 2656 0 1 0 0 0 8192 is_linear=0 shrinkage=0.01 Tree=651 num_leaves=13 num_cat=3 split_feature=2 25 9 9 9 7 22 24 25 26 26 26 split_gain=52760.3 42764.3 39144.6 57283.9 48390.6 47576.5 31742.6 26322.8 41713.8 19515.5 987.17 865.242 threshold=1048.2900000000002 0 1023.8910000000002 783.98480000000006 673.83140000000014 1043.5418000000002 266.84000000000009 1 2 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 1 9 2 2 2 left_child=1 7 3 4 5 6 -3 9 10 -1 -9 -10 right_child=-2 2 -4 -5 -6 -7 -8 8 11 -11 -12 -13 leaf_value=0.16083512103116071 0.37207111659802894 -0.00034442108054127133 0.40353053984542692 -0.49938187158626057 0.43109201321235069 -0.43656339848041537 0.37953466187823898 -0.074798278684739941 -0.31094876242618935 -0.092184999942779539 -0.023825083700815836 -0.36838440480055634 leaf_weight=54 38 133842 24 23 26 25 22 77 51 70 75 54 leaf_count=54 38 133842 24 23 26 25 22 77 51 70 75 54 internal_value=0 -0.000597875 -0.000293009 -0.000365391 -0.000279684 -0.000363453 -0.00028199 -0.105026 -0.162163 0.0166578 -0.0465824 -0.31088 internal_weight=0 134343 133962 133938 133915 133889 133864 381 257 124 152 105 internal_count=134381 134343 133962 133938 133915 133889 133864 381 257 124 152 105 cat_boundaries=0 6 7 13 cat_threshold=0 1 4 0 131072 8224 2656 0 1 0 0 0 8192 is_linear=0 shrinkage=0.01 Tree=652 num_leaves=9 num_cat=0 split_feature=3 2 18 19 9 13 22 18 split_gain=184536 48559.6 38346.7 33459.3 52593.5 32539.4 24695.4 4598.32 threshold=1048.2900000000002 1048.2900000000002 571.7600000000001 684.84926000000007 1023.8910000000002 751.80750000000012 266.84000000000009 747.99000000000012 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=-0.00030096834182446975 -0.73711276278776283 0.36192268216932144 -0.40952933231989541 -0.37365590845545138 0.46784101565678915 -0.31429884144754122 0.34265006973629908 -0.19766055393218995 leaf_weight=134167 34 37 21 24 24 33 21 20 leaf_count=134167 34 37 21 24 24 33 21 20 internal_value=0 -0.000301145 -0.000400932 -0.00030756 -0.000240814 -0.000324511 -0.000247298 -0.306179 internal_weight=0 134347 134310 134269 134245 134221 134188 41 internal_count=134381 134347 134310 134269 134245 134221 134188 41 is_linear=0 shrinkage=0.01 Tree=653 num_leaves=11 num_cat=4 split_feature=3 2 25 19 18 24 25 25 18 3 split_gain=180864 47593.3 42035.6 31271.1 29144.8 25819.2 40878.6 24534.6 66585.4 60603.4 threshold=1048.2900000000002 1048.2900000000002 0 684.84926000000007 571.7600000000001 1 2 3 227.39850000000004 782.62500000000011 decision_type=2 2 9 2 2 1 9 9 2 2 left_child=1 2 5 4 7 -1 -7 8 -4 -9 right_child=-2 -3 3 -5 -6 6 -8 9 -10 -11 leaf_value=0.016573180067005443 -0.7297415879193474 0.35830341545311178 0.018030161800080626 -0.37707978720014745 -0.2733614513201591 -0.046101568378048179 -0.30773691451031232 -0.00096795443666182663 0.59600744581222542 0.50158722013235091 leaf_weight=124 34 37 5888 22 39 152 105 127936 20 24 leaf_count=124 34 37 5888 22 39 152 105 127936 20 24 internal_value=0 -0.000298134 -0.000396922 -9.46195e-05 -3.26905e-05 -0.103932 -0.160518 4.69389e-05 0.019953 -0.000873628 internal_weight=0 134347 134310 133929 133907 381 257 133868 5908 127960 internal_count=134381 134347 134310 133929 133907 381 257 133868 5908 127960 cat_boundaries=0 6 7 13 19 cat_threshold=0 1 4 0 131072 8224 2656 0 1 0 0 0 8192 2148532224 67372034 1107296512 675872768 34089537 134218369 is_linear=0 shrinkage=0.01 Tree=654 num_leaves=9 num_cat=1 split_feature=3 2 25 0 9 13 22 26 split_gain=177265 46646.3 41268.3 43495.2 37457.9 31280.9 30577.1 4602.77 threshold=1048.2900000000002 1048.2900000000002 0 1083.9006000000002 1023.8910000000002 751.80750000000012 266.84000000000009 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=-0.069337296878898544 -0.72244416980182424 0.35472042753889754 -0.00024948188213679381 0.33381295204162598 0.39483615006009737 -0.31788238940700408 0.37259060241959313 -0.13892140039846526 leaf_weight=182 34 37 133813 39 24 31 22 199 leaf_count=182 34 37 133813 39 24 31 22 199 internal_value=0 -0.000295404 -0.000393204 -9.36733e-05 -0.000190942 -0.000261764 -0.000188194 -0.102979 internal_weight=0 134347 134310 133929 133890 133866 133835 381 internal_count=134381 134347 134310 133929 133890 133866 133835 381 cat_boundaries=0 6 cat_threshold=0 1 4 0 131072 8224 is_linear=0 shrinkage=0.01 Tree=655 num_leaves=19 num_cat=1 split_feature=3 5 2 4 25 7 5 4 1 7 2 5 7 1 2 26 3 26 split_gain=63496.7 87465 61603.5 52622.9 46901.2 65925.8 51127.3 87849.9 60616 40242.8 39756.1 39384.2 36067 27045.9 27305.8 6575.11 3988.93 6621.87 threshold=482.64500000000004 78.062500000000014 783.48000000000013 1066.3056000000001 0 657.87500000000011 650.90000000000009 77.943750000000009 1066.3056000000001 22.669000000000004 22.848730000000007 22.727300000000003 783.98480000000006 9.3200000000000021 27.234500000000004 2022.5000000000002 650.90000000000009 2022.5000000000002 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 13 3 4 9 6 8 -8 -6 10 11 -1 -7 14 16 -4 -2 -18 right_child=1 -3 15 -5 5 12 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 leaf_value=0.1165081340665977 -0.03393150962316073 -0.81298947042226788 0.1822815099255792 -0.41117546758344098 -1.6143900115217846e-05 0.58695061853953767 0.047388280894149815 0.79132384484464469 0.44222947259103101 -0.26320994782097201 -0.25256726264953616 -0.22183461434311336 0.11899930874444545 0.13898107719772002 -0.51785558366775508 0.37902925281989869 -0.30166275533762849 -0.08258200735659213 leaf_weight=776 39 20 29 31 132882 28 57 22 31 34 33 36 40 34 20 41 22 37 leaf_count=776 39 20 29 31 132882 28 57 22 31 34 33 36 40 34 20 41 22 37 internal_value=0 -0.19132 0.000940682 0.000785718 0.000881066 0.0003973 0.000238166 0.25456 8.70034e-05 0.0732738 0.0876799 0.101508 0.311685 -0.109521 -0.181123 0.297519 -0.112402 -0.164273 internal_weight=0 172 134040 133970 133939 133060 132992 79 132913 879 845 812 68 152 118 70 98 59 internal_count=134212 172 134040 133970 133939 133060 132992 79 132913 879 845 812 68 152 118 70 98 59 cat_boundaries=0 6 cat_threshold=0 2 4100 16842752 33685568 8192 is_linear=0 shrinkage=0.01 Tree=656 num_leaves=21 num_cat=0 split_feature=3 5 1 6 5 19 4 14 0 0 22 9 4 0 1 26 3 3 3 3 split_gain=62233.1 85724.5 34263.3 206985 144070 133928 74285.1 98531 86735.4 43181.4 38348 31825 37508.8 29370.2 26507.6 16924.1 5590.7 6043.45 638.382 1475.91 threshold=482.64500000000004 78.062500000000014 44.610000000000007 400.11250000000007 364.99000000000007 102.03000000000002 293.27220000000005 149.52094000000002 57.417500000000011 1083.9006000000002 144.82000000000002 783.98480000000006 544.35000000000002 36.902000000000008 9.3200000000000021 2022.5000000000002 782.62500000000011 1048.2900000000002 544.35000000000002 650.90000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 14 9 4 5 6 7 -4 -8 10 11 12 13 -1 16 -14 18 -18 -2 -20 right_child=1 -3 3 -5 -6 -7 8 -9 -10 -11 -12 -13 15 -15 -16 -17 17 -19 19 -21 leaf_value=-0.00029287054806262326 -0.16862951820095379 -0.80485956695675853 0.012370822854973526 0.8612601889967918 0.6733763889705433 0.73294588694205653 -0.043797313996723722 0.5389861690004667 -0.8567185020446777 -0.34610859566264679 -0.34057249242609194 0.30626694062176874 -0.042003838686893384 0.031177187989496872 0.13759126573801042 -0.29124735711585908 -0.37556282937526703 -0.14019440078735351 -0.047020703398663065 -0.1560314037402471 leaf_weight=127891 24 20 2717 30 34 26 35 36 21 36 33 34 48 3036 34 63 24 20 23 27 leaf_count=127891 24 20 2717 30 34 26 35 36 21 36 33 34 48 3036 34 63 24 20 23 27 internal_value=0 -0.189406 0.000931276 0.0349363 0.0262957 0.0185353 0.0119228 0.0192572 -0.348643 0.000179562 0.000274649 0.000360464 0.000281091 0.000436873 -0.108426 -0.183466 -0.179312 -0.268577 -0.126236 -0.105886 internal_weight=0 172 134040 2899 2869 2835 2809 2753 56 131141 131105 131072 131038 130927 152 111 118 44 74 50 internal_count=134212 172 134040 2899 2869 2835 2809 2753 56 131141 131105 131072 131038 130927 152 111 118 44 74 50 is_linear=0 shrinkage=0.01 Tree=657 num_leaves=22 num_cat=4 split_feature=3 5 2 4 25 24 7 5 7 5 4 1 7 1 2 25 24 26 26 3 26 split_gain=60994.7 84018.5 60307.2 50932.1 46027.9 87988.5 64509.6 53370.3 53304.9 49540.2 85753.3 59279.4 35448.4 25980.1 26772.6 10589.3 10985.1 6412.5 4082.98 3841.31 6483.76 threshold=482.64500000000004 78.062500000000014 783.48000000000013 1066.3056000000001 0 1 657.87500000000011 22.727300000000003 46.253600000000013 650.90000000000009 77.943750000000009 1066.3056000000001 783.98480000000006 9.3200000000000021 27.234500000000004 2 3 2022.5000000000002 2022.5000000000002 650.90000000000009 2022.5000000000002 decision_type=2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 left_child=2 13 3 4 5 15 9 8 -7 11 -11 -6 -8 14 19 18 -17 -4 -1 -2 -21 right_child=1 -3 17 -5 6 7 12 -9 -10 10 -12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 leaf_value=-0.080861900561564684 -0.032467171931878112 -0.7968109751567245 0.180559951519144 -0.40452031950796802 -6.1299673771747945e-05 0.17254004525072208 0.5811680047852652 -0.34745707902041345 -0.28143479603308219 0.045848122725361276 0.78085309299555694 0.43728116112370641 0.11724759380519391 0.13621536747497673 -0.51094711524248126 0.060835688417608093 -0.077968237996101378 0.37485942863836519 -0.18779596066129378 -0.29632350997491314 -0.079539524783959259 leaf_weight=74 39 20 29 31 132745 615 28 22 27 57 22 31 40 34 20 100 109 41 69 22 37 leaf_count=74 39 20 29 31 132745 615 28 22 27 57 22 31 40 34 20 100 109 41 69 22 37 internal_value=0 -0.187512 0.000921963 0.000768638 0.000862441 0.0675841 0.000347342 0.134821 0.153448 0.00018976 0.250533 4.08093e-05 0.308274 -0.107342 -0.177519 -0.0594696 -0.0118096 0.294364 -0.123802 -0.109472 -0.160374 internal_weight=0 172 134040 133970 133939 1016 132923 664 642 132855 79 132776 68 152 118 352 209 70 143 98 59 internal_count=134212 172 134040 133970 133939 1016 132923 664 642 132855 79 132776 68 152 118 352 209 70 143 98 59 cat_boundaries=0 6 7 12 13 cat_threshold=0 2 4100 16842880 33685568 8192 2248 0 2 0 65664 33554432 192 is_linear=0 shrinkage=0.01 Tree=658 num_leaves=19 num_cat=1 split_feature=0 9 18 25 7 6 8 7 9 9 5 6 11 1 7 11 7 7 split_gain=46802.7 46369.1 43715.9 38561.5 57145.3 166627 173032 56726.6 61170.8 128911 55115.1 55080.8 47106.2 39652.5 6006.14 2146.45 1404.44 135.682 threshold=1083.9006000000002 1023.8910000000002 650.90000000000009 0 225.07500000000002 27.260118000000002 26.902200000000004 110.69500000000002 162.20850000000004 255.16525000000004 124.30625000000002 95.336000000000027 543.53000000000009 650.90000000000009 213.3887 751.80750000000012 441.87500000000006 150.61000000000004 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 12 10 -7 8 11 -10 -6 -1 13 -5 17 -14 -16 -9 right_child=-2 -3 -4 4 5 6 -8 14 9 -11 -12 -13 15 -15 16 -17 -18 -19 leaf_value=0.02047667779022886 -0.32541663570837542 0.47064282894134524 0.4030478205504241 -0.0010196256456198101 -0.037320463349023003 0.20854965701032041 1.144621127162661 -0.11539639949798584 1.0005010994672776 0.035606109658877054 0.45316427803635601 0.23574147338709556 -0.22639117889626081 0.21132688390599058 -0.20624679175290195 -0.34607476192971937 -0.29181915921323442 -0.079782763978709342 leaf_weight=6737 44 21 27 126528 274 67 28 20 20 45 25 121 43 88 44 23 34 23 leaf_count=6737 44 21 27 126528 274 67 28 20 20 45 25 121 43 88 44 23 34 23 internal_value=0 0.000780597 0.000707042 0.000626046 -0.000637233 0.119608 0.484444 0.0233837 0.0271686 0.332497 0.00368997 0.0242747 -0.00101126 -0.000872042 -0.191237 -0.268099 -0.243548 -0.0963472 internal_weight=0 134168 134147 134120 127076 394 95 7044 6923 65 299 6858 126682 126616 121 66 78 43 internal_count=134212 134168 134147 134120 127076 394 95 7044 6923 65 299 6858 126682 126616 121 66 78 43 cat_boundaries=0 6 cat_threshold=34603008 1042 267076 2969632928 33686080 25249 is_linear=0 shrinkage=0.01 Tree=659 num_leaves=32 num_cat=9 split_feature=3 5 25 7 6 6 24 25 9 25 24 7 5 1 13 9 0 25 24 25 1 5 6 24 3 3 6 5 3 3 5 split_gain=59957.2 82887.1 43783.4 72877 72325.5 161490 67529.5 104686 130110 96342.4 61063.6 54374.1 54132.4 64710.3 55160.8 61739.6 48071.1 44769.2 40264.9 33405.9 25401.5 18370 14977.2 14544.3 5454.65 5894.74 3850.32 2643.06 650.507 1411.57 32.2264 threshold=482.64500000000004 78.062500000000014 0 657.87500000000011 95.336000000000027 166.79600000000002 1 2 162.20850000000004 3 4 783.98480000000006 650.90000000000009 1066.3056000000001 638.18750000000011 783.98480000000006 32.452770000000008 5 6 7 9.3200000000000021 210.73000000000002 442.27000000000004 8 782.62500000000011 1048.2900000000002 246.34000000000003 1066.3056000000001 544.35000000000002 650.90000000000009 783.48000000000013 decision_type=2 2 9 2 2 2 1 9 2 9 1 2 2 2 2 2 2 9 1 9 2 2 2 1 2 2 2 2 2 2 2 left_child=2 20 4 12 6 -6 7 10 17 16 -1 -5 13 14 15 -4 18 -9 -8 -11 24 -21 26 -12 28 -26 -7 30 -2 -30 -14 right_child=1 -3 3 11 5 22 9 8 -10 19 23 -13 27 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 -32 leaf_value=0.42145820826814884 -0.16604886668423813 -0.79110080438852304 -0.00080042053493486521 0.70267660217285155 0.865541595545682 0.042578515488168468 0.29182398266262477 0.052979627237983155 0.71318770306450985 -0.14775365142498986 0.19187106336866105 0.098976895301728637 0.30637423647774592 0.48882707207291215 0.39060022897190522 -0.51895228334095167 -0.31374061833257261 -0.036904536551298876 0.073378030438633529 -0.020050381554476759 0.13454015141024309 -0.30402391475179924 0.21598153740167619 0.019192193263285869 -0.36951439234117667 -0.13705988311767578 -0.12704678744077683 0.18225446153770794 -0.045144421639649768 -0.15175249001494159 0.32248236770215244 leaf_weight=104 24 20 127568 25 33 23 134 1978 28 226 109 37 27 27 36 23 23 762 262 2382 34 23 32 101 24 20 32 22 23 27 23 leaf_count=104 24 20 127568 25 33 23 134 1978 28 226 109 37 27 27 36 23 23 762 262 2382 34 23 32 101 24 20 32 22 23 27 23 internal_value=0 -0.185919 0.000906346 -0.000358817 0.0267235 0.269901 0.0220083 0.0549197 0.0348461 -0.0113912 0.225337 0.342404 -0.000525228 -0.000679838 -0.000783395 -0.000893824 0.127658 0.0280413 0.156519 -0.033935 -0.106289 -0.0226719 0.043968 0.113468 -0.175681 -0.263853 -0.0561126 0.273594 -0.123254 -0.102713 0.313784 internal_weight=0 172 134040 127788 6252 120 6132 3082 2768 3050 314 62 127726 127654 127627 127591 419 2740 396 2631 152 2405 87 210 118 44 55 72 74 50 50 internal_count=134212 172 134040 127788 6252 120 6132 3082 2768 3050 314 62 127726 127654 127627 127591 419 2740 396 2631 152 2405 87 210 118 44 55 72 74 50 50 cat_boundaries=0 6 7 13 19 20 26 27 33 34 cat_threshold=34603008 1026 267076 2969632896 33686080 8865 3696 0 0 4 268501120 131072 512 0 1026 4096 16777216 576 128 544 33554432 0 262464 0 33554432 8225 5 0 0 4 268500992 0 512 3072 is_linear=0 shrinkage=0.01 Tree=660 num_leaves=23 num_cat=2 split_feature=9 6 18 25 6 1 10 5 4 13 13 25 3 3 2 9 6 3 5 4 6 9 split_gain=117551 37354.3 94610.9 84396.9 74349.5 71034.3 50331.3 49893.4 48458.3 45095.8 39596.8 38114.9 207994 99556.4 449927 80813.7 49112.1 29193.2 10941 1843.64 1537.48 358.469 threshold=783.98480000000006 121.28400000000001 650.90000000000009 0 318.53250000000008 254.90500000000003 254.57570000000001 78.062500000000014 783.48000000000013 5.4234850000000003 105.04150000000001 1 1048.2900000000002 317.21700000000004 109.49250000000002 83.40000000000002 95.336000000000027 67.579000000000022 9.0734200000000023 1066.3056000000001 215.74175000000005 1023.8910000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 18 6 7 10 11 -9 -5 13 16 15 -15 -1 -13 -7 20 -10 -3 -2 right_child=21 3 -4 5 -6 17 -8 9 19 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=0.019995036699255325 -0.44898850422639114 -0.072414815488614531 -0.61435383872985838 -0.070847339053554823 0.59123514799510735 -0.24050819056374687 0.37665713308999932 -0.19098002267733816 0.34436007273417935 -0.71758545827865605 0.36982124839510233 -0.00092013748007350907 -1.0205303435325623 0.038937072666095841 1.6340019580296108 -0.15433527018997695 0.15250327608231723 -0.77434456545114516 0.21503857650756836 0.23367689812884609 0.031174319127331609 -0.50149996702487654 leaf_weight=10243 26 38 25 703 34 21 24 87 27 20 21 122328 20 112 21 273 209 20 25 34 23 26 leaf_count=10243 26 38 25 703 34 21 24 87 27 20 21 122328 20 112 21 273 209 20 25 34 23 26 internal_value=0 0.000305846 0.000766276 -0.0600994 0.180332 -0.0932717 -0.0748148 -0.0878537 0.000881669 -0.289411 -0.0580655 0.000752628 -0.000824822 0.0188902 0.290789 0.0154693 -0.000658457 -0.500916 0.0388513 0.282668 -0.0333566 -0.475244 internal_weight=0 134308 133292 1016 120 896 855 831 133267 107 724 133206 122557 10649 133 10516 122537 41 86 61 61 52 internal_count=134360 134308 133292 1016 120 896 855 831 133267 107 724 133206 122557 10649 133 10516 122537 41 86 61 61 52 cat_boundaries=0 6 12 cat_threshold=41943040 131104 4096 0 16777216 134217728 2148564992 606209026 8340 1908965504 168432193 640 is_linear=0 shrinkage=0.01 Tree=661 num_leaves=20 num_cat=1 split_feature=9 9 9 8 6 25 1 18 6 10 2 0 5 2 26 6 9 6 9 split_gain=115212 36795.2 305549 71302.5 35380.8 92908.5 93669 92672.8 85518.9 50854.7 49217.2 48709.9 46967.7 42246.2 20981 14372.7 6933.47 2979.37 351.335 threshold=783.98480000000006 362.49400000000003 396.4661000000001 26.146800000000006 118.35000000000001 0 254.90500000000003 650.90000000000009 318.53250000000008 233.07000000000002 1048.2900000000002 783.48000000000013 96.412400000000005 394.3250000000001 2022.5000000000002 150.61000000000004 482.64500000000004 225.07500000000002 1023.8910000000002 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 16 7 8 9 10 15 12 11 13 -7 -1 -13 -6 -4 -17 -2 right_child=18 2 3 -5 5 6 -8 -9 -10 -11 -12 14 -14 -15 -16 17 -18 -19 -20 leaf_value=0.00067059614070955141 -0.44449861907041993 1.191588873465856 -0.071627394368774008 0.35063152538027081 0.28248661030422556 -0.05878344364357984 -0.59805799048287522 -0.60821030120849606 0.73316223300420325 0.34121039953725091 0.39282197237014771 0.067184242433117283 -0.29554804713485089 -0.14815904753994569 0.41378690189123157 -0.087216129899024969 -0.24540948127878126 0.064061741362447328 -0.49648496467333575 leaf_weight=132804 26 24 38 35 22 771 35 25 26 29 32 31 94 191 40 30 58 23 26 leaf_count=132804 26 24 38 35 22 771 35 25 26 29 32 31 94 191 40 30 58 23 26 internal_value=0 0.000302787 0.154288 -0.0357518 0.000124873 -0.0582589 -0.0896065 0.0005766 0.217422 -0.070703 0.000690949 0.000596649 -0.0845128 0.000456855 0.262453 0.0676219 -0.176621 -0.0215672 -0.470492 internal_weight=0 134308 155 131 134153 1030 929 133123 101 894 133098 133066 865 132995 71 75 96 53 52 internal_count=134360 134308 155 131 134153 1030 929 133123 101 894 133098 133066 865 132995 71 75 96 53 52 cat_boundaries=0 6 cat_threshold=8388608 131104 4096 0 16777216 134217728 is_linear=0 shrinkage=0.01 Tree=662 num_leaves=21 num_cat=1 split_feature=9 9 9 3 11 6 25 0 18 0 2 0 4 5 9 3 26 9 9 9 split_gain=112919 36063 299469 98220.8 57816.5 47526.8 103981 101676 90909.1 85224 48171.4 47912.2 40606.1 35339.5 27871.7 10578.6 9854.06 4522.72 3093.95 344.344 threshold=783.98480000000006 362.49400000000003 396.4661000000001 782.62500000000011 5.5472500000000009 118.35000000000001 0 242.89125000000004 650.90000000000009 2.9052000000000002 1048.2900000000002 783.48000000000013 56.752500000000005 148.23000000000005 673.83140000000014 1048.2900000000002 2022.5000000000002 553.50000000000011 482.64500000000004 1023.8910000000002 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 3 -3 5 14 8 9 13 10 16 11 -1 -9 -8 17 -5 -7 18 -4 -2 right_child=19 2 4 15 -6 6 7 12 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.00072018370015137893 -0.44005363932022684 1.179672958056132 -0.036924437101070698 -0.24725336997259051 -0.49063203956769863 0.27871399812076403 -0.058622290009177604 -0.30291608302823958 -0.60212819442749022 0.82073898482322694 0.38889375209808352 0.26241090158053809 -0.87243333998180572 -0.29300610480989731 0.3620955218871435 -0.49926441894637213 0.039266728381900227 -0.15140715076809838 0.10738312900066375 -0.49152011481615215 leaf_weight=132932 26 24 39 31 23 23 794 31 25 20 32 70 21 70 24 36 68 21 24 26 leaf_count=132932 26 24 39 31 23 23 794 31 25 20 32 70 21 70 24 36 68 21 24 26 internal_value=0 0.000299759 0.152745 0.000123624 -0.0353943 0.000314894 -0.0674515 -0.102341 0.000837941 0.210705 0.000951252 0.000857914 -0.532913 -0.0776117 0.0615545 -0.382662 0.0997864 -0.0243144 0.0180499 -0.465787 internal_weight=0 134308 155 134153 131 134086 1027 916 133059 111 133034 133002 52 864 108 67 91 84 63 52 internal_count=134360 134308 155 134153 131 134086 1027 916 133059 111 133034 133002 52 864 108 67 91 84 63 52 cat_boundaries=0 6 cat_threshold=33554432 131104 4096 0 16777216 134217728 is_linear=0 shrinkage=0.01 Tree=663 num_leaves=20 num_cat=2 split_feature=9 9 9 8 6 25 1 18 6 10 2 0 25 0 7 26 6 9 9 split_gain=110672 35345.3 293509 69986.6 33855.8 89347.5 91133.6 89020.8 83737.6 50225.7 47278 46820.6 42081.3 36718.5 22552.2 20586.4 14111.1 337.491 213.448 threshold=783.98480000000006 362.49400000000003 396.4661000000001 26.146800000000006 118.35000000000001 0 254.90500000000003 650.90000000000009 318.53250000000008 233.07000000000002 1048.2900000000002 783.48000000000013 1 144.79006000000001 16.855351500000005 2022.5000000000002 188.26027500000004 1023.8910000000002 482.64500000000004 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 4 -3 14 7 8 9 10 16 13 11 12 -1 -7 18 -13 -6 -2 -4 right_child=17 2 3 -5 5 6 -8 -9 -10 -11 -12 15 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.027369179384859589 -0.43565309726274931 1.1678762177626292 -0.068099256853262582 0.34776099838529312 0.21157754400798254 -0.06454283473272332 -0.58924817543370378 -0.59610691719055175 0.72351227907034077 0.34027861611596472 0.38500479817390443 0.063888294773717075 -0.00072830400332463282 -0.31526506365291657 -0.44766204066898513 0.40721534943580628 -0.063368099808692929 -0.48660490813163615 -0.10285387083541515 leaf_weight=5553 26 24 30 35 35 802 35 25 26 29 32 31 127442 63 23 40 40 26 43 leaf_count=5553 26 24 30 35 35 802 35 25 26 29 32 31 127442 63 23 40 40 26 43 internal_value=0 0.000296762 0.151218 -0.0350404 0.000122388 -0.0569892 -0.0877323 0.000564272 0.21335 -0.0690794 0.000676346 0.000583921 0.000446866 -0.0828035 -0.174603 0.257312 0.0649399 -0.461129 -0.0885712 internal_weight=0 134308 155 131 134153 1030 929 133123 101 894 133098 133066 132995 865 96 71 75 52 73 internal_count=134360 134308 155 131 134153 1030 929 133123 101 894 133098 133066 132995 865 96 71 75 52 73 cat_boundaries=0 6 12 cat_threshold=8388608 131104 4096 0 16777216 134217728 2148532224 603980802 8340 835223680 34214465 640 is_linear=0 shrinkage=0.01 Tree=664 num_leaves=21 num_cat=3 split_feature=9 9 9 3 8 25 24 25 2 18 1 1 4 26 7 3 26 1 9 9 split_gain=108470 34642 287668 96299.1 68593.9 32193.8 66784.9 82776.6 64582 60009 53931.1 60834.9 33711.5 29685.9 22103.4 10369.6 10078.3 7864.71 330.775 209.2 threshold=783.98480000000006 362.49400000000003 396.4661000000001 782.62500000000011 26.146800000000006 0 1 2 1048.2900000000002 571.7600000000001 59.998500000000007 24.275832000000005 650.90000000000009 2022.5000000000002 16.855351500000005 1048.2900000000002 2022.5000000000002 437.49875000000003 1023.8910000000002 482.64500000000004 decision_type=2 2 2 2 2 9 1 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 14 6 7 16 9 12 11 -8 -7 -9 19 -5 -1 -12 -2 -4 right_child=18 2 4 15 -6 8 10 13 -10 -11 17 -13 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.28202034833067552 -0.43129656626627999 1.1561975141366323 -0.067418263236681625 -0.24483699809639686 0.34428339658464702 -0.00080743428219926417 0.017692326293772244 0.15012636128144385 0.48833290241382743 -0.42717012412620314 -0.12050989451798901 0.55712336472102575 0.20849470260081354 -0.042281785936066595 -0.44318542003631595 -0.49434599823421904 0.46125220170661585 -0.28047823713375974 -0.48173885599924965 -0.10182533020196959 leaf_weight=59 26 24 30 31 35 128602 4695 156 27 33 145 21 77 165 23 36 67 39 26 43 leaf_count=59 26 24 30 31 35 128602 4695 156 27 33 145 21 77 165 23 36 67 39 26 43 internal_value=0 0.000293814 0.149706 0.000121184 -0.0346899 0.000310574 0.0243306 0.140014 -0.0006889 -0.000791536 0.0135137 0.0200944 -0.00068219 0.0496774 -0.172857 -0.378902 0.349582 -0.154416 -0.456518 -0.0876854 internal_weight=0 134308 155 134153 131 134086 5347 447 128739 128712 4900 4716 128679 321 96 67 126 184 52 73 internal_count=134360 134308 155 134153 131 134086 5347 447 128739 128712 4900 4716 128679 321 96 67 126 184 52 73 cat_boundaries=0 6 7 13 cat_threshold=2148532224 604111874 12436 1909031040 34214464 262785 32 0 67109888 0 272629888 0 1 is_linear=0 shrinkage=0.01 Tree=665 num_leaves=12 num_cat=1 split_feature=11 5 18 6 25 3 26 4 26 11 11 split_gain=92379.3 60634.7 56668.3 47564.5 44668.9 66432.3 58802.3 45880.3 13429.1 6024.86 1184.72 threshold=543.53000000000009 1066.3056000000001 747.99000000000012 1043.5418000000002 0 782.62500000000011 2022.5000000000002 1066.3056000000001 2022.5000000000002 751.80750000000012 648.37500000000011 decision_type=2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 8 7 -7 -6 -1 10 -2 right_child=9 -3 -4 -5 5 6 -8 -9 -10 -11 -12 leaf_value=0.099751633559503866 -0.19816882349195936 -0.41048185131616066 0.53223368835449225 -0.39176564657399732 -0.00042449569683323857 -0.078955826000733809 0.57067931884213496 0.41183916763023093 0.31240080615930388 -0.42283589693216178 -0.30101766804854074 leaf_weight=62 21 36 20 31 134132 22 38 27 57 39 24 leaf_count=62 21 36 20 31 134132 22 38 27 57 39 24 internal_value=0 -0.000135064 -2.51407e-05 -0.000104364 -1.39839e-05 -0.00019273 0.33248 -0.000341526 0.18598 -0.331864 -0.253022 internal_weight=0 134425 134389 134369 134338 134219 60 134159 119 84 45 internal_count=134509 134425 134389 134369 134338 134219 60 134159 119 84 45 cat_boundaries=0 5 cat_threshold=0 0 0 65536 139264 is_linear=0 shrinkage=0.01 Tree=666 num_leaves=11 num_cat=1 split_feature=11 5 18 6 25 1 12 1 11 11 split_gain=90540.9 59428 55540.6 46618 43780 38577.1 45345.8 35894.6 5904.96 1161.15 threshold=543.53000000000009 1066.3056000000001 747.99000000000012 1043.5418000000002 0 543.20000000000016 449.47000000000008 650.90000000000009 751.80750000000012 648.37500000000011 decision_type=2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 -1 6 -6 -7 9 -2 right_child=8 -3 -4 -5 5 7 -8 -9 -10 -11 leaf_value=0.18412040477575256 -0.19618713594618301 -0.40637702174898649 0.52691136550903328 -0.38784799910360768 -0.00019986851320263126 0.42708741188049315 -0.20331887692754919 0.068866237420237286 -0.41860754104760978 -0.2980074875553449 leaf_weight=119 21 36 20 31 133965 38 110 106 39 24 leaf_count=119 21 36 20 31 133965 38 110 106 39 24 internal_value=0 -0.000133713 -2.48893e-05 -0.000103321 -1.38441e-05 -0.000190803 -0.000366515 0.163397 -0.328545 -0.250491 internal_weight=0 134425 134389 134369 134338 134219 134075 144 84 45 internal_count=134509 134425 134389 134369 134338 134219 134075 144 84 45 cat_boundaries=0 5 cat_threshold=0 0 0 65536 139264 is_linear=0 shrinkage=0.01 Tree=667 num_leaves=12 num_cat=1 split_feature=11 5 18 6 25 3 26 9 26 11 11 split_gain=88739.2 58245.4 54435.3 45690.3 42976 65073.1 57678.2 43269 13161.9 5787.45 1138.04 threshold=543.53000000000009 1066.3056000000001 747.99000000000012 1043.5418000000002 0 782.62500000000011 2022.5000000000002 172.67400000000001 2022.5000000000002 751.80750000000012 648.37500000000011 decision_type=2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 8 7 -7 -6 -1 10 -2 right_child=9 -3 -4 -5 5 6 -8 -9 -10 -11 -12 leaf_value=0.096912900286336104 -0.19422526404971169 -0.40231325702534781 0.52164227390289308 -0.3839695203112018 2.7876053149727931e-05 -0.07842131159522317 0.56497448839639364 -0.088931659922607653 0.30743558197690729 -0.41442146692520532 -0.29502741436163588 leaf_weight=62 21 36 20 31 133610 22 38 549 57 39 24 leaf_count=62 21 36 20 31 133610 22 38 549 57 39 24 internal_value=0 -0.000132239 -2.45034e-05 -0.00010215 -1.35686e-05 -0.000188895 0.329063 -0.000336161 0.182422 -0.32526 -0.247986 internal_weight=0 134425 134389 134369 134338 134219 60 134159 119 84 45 internal_count=134509 134425 134389 134369 134338 134219 60 134159 119 84 45 cat_boundaries=0 5 cat_threshold=0 0 0 65536 139264 is_linear=0 shrinkage=0.01 Tree=668 num_leaves=12 num_cat=1 split_feature=11 5 18 6 25 3 26 4 26 11 11 split_gain=86973.3 57086.4 53352.1 44781.1 42120.7 63778.1 56530.4 44983.1 12899.9 5672.28 1115.39 threshold=543.53000000000009 1066.3056000000001 747.99000000000012 1043.5418000000002 0 782.62500000000011 2022.5000000000002 1066.3056000000001 2022.5000000000002 751.80750000000012 648.37500000000011 decision_type=2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 8 7 -7 -6 -1 10 -2 right_child=9 -3 -4 -5 5 6 -8 -9 -10 -11 -12 leaf_value=0.095943766140168724 -0.19228300934746151 -0.39829012466801539 0.51642583084106453 -0.38012982249259952 -0.00041495331274338021 -0.07763708802786741 0.55932474211642613 0.40779770338976823 0.30436123981810453 -0.41027725403125476 -0.2920771383245786 leaf_weight=62 21 36 20 31 134132 22 38 27 57 39 24 leaf_count=62 21 36 20 31 134132 22 38 27 57 39 24 internal_value=0 -0.000130917 -2.42584e-05 -0.000101129 -1.34329e-05 -0.000187006 0.325772 -0.000332799 0.180598 -0.322007 -0.245507 internal_weight=0 134425 134389 134369 134338 134219 60 134159 119 84 45 internal_count=134509 134425 134389 134369 134338 134219 60 134159 119 84 45 cat_boundaries=0 5 cat_threshold=0 0 0 65536 139264 is_linear=0 shrinkage=0.01 Tree=669 num_leaves=12 num_cat=1 split_feature=11 5 18 6 25 3 26 1 26 11 11 split_gain=85242.5 55950.3 52290.4 43889.9 41282.5 62508.9 55405.4 53495.4 12643.2 5559.4 1093.2 threshold=543.53000000000009 1066.3056000000001 747.99000000000012 1043.5418000000002 0 782.62500000000011 2022.5000000000002 543.20000000000016 2022.5000000000002 751.80750000000012 648.37500000000011 decision_type=2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 8 7 -7 -6 -1 10 -2 right_child=9 -3 -4 -5 5 6 -8 -9 -10 -11 -12 leaf_value=0.0949843268817471 -0.19036018053690595 -0.3943072282522917 0.5112616081237793 -0.37632852546630369 -0.0005342928060399748 -0.07686071460897273 0.55373149382440667 0.1943500350954685 0.30131760798002544 -0.40617448433851588 -0.28915636549393336 leaf_weight=62 21 36 20 31 134018 22 38 141 57 39 24 leaf_count=62 21 36 20 31 134018 22 38 141 57 39 24 internal_value=0 -0.000129608 -2.40158e-05 -0.000100118 -1.32986e-05 -0.000185136 0.322514 -0.000329471 0.178792 -0.318787 -0.243051 internal_weight=0 134425 134389 134369 134338 134219 60 134159 119 84 45 internal_count=134509 134425 134389 134369 134338 134219 60 134159 119 84 45 cat_boundaries=0 5 cat_threshold=0 0 0 65536 139264 is_linear=0 shrinkage=0.01 Tree=670 num_leaves=15 num_cat=2 split_feature=25 24 10 0 10 18 6 22 9 10 10 26 6 26 split_gain=59187.7 82830.6 33174.5 51496.9 34423.9 34245 37683.5 31004.5 29990 10599 10616.3 5292.54 4412.92 205.265 threshold=0 1 638.18750000000011 1083.9006000000002 440.18000000000006 650.90000000000009 783.98480000000006 288.94250000000005 48.760000000000012 747.99000000000012 950.63250000000005 2022.5000000000002 1043.5418000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 4 5 6 7 -2 -6 -4 -11 -1 -8 -3 right_child=2 13 9 -5 8 -7 12 -9 -10 10 -12 -13 -14 -15 leaf_value=0.14165517764271429 0.00055685756437028294 -0.32787290967173049 0.38502291183471676 -0.34974882012321834 -0.089644210907269498 0.35026341267994476 -0.34301693094187768 0.38482687938781013 -0.54915920320153233 -0.042408261060714721 0.27261489380960879 0.00033342779807324683 -0.16701306879520417 -0.30438526438428209 leaf_weight=53 133659 72 25 42 49 28 29 21 20 20 23 53 28 77 leaf_count=53 133659 72 25 42 49 28 29 21 20 20 23 53 28 77 internal_value=0 -0.149129 0.000467894 0.000355767 0.000465638 0.000580824 0.000507612 0.000617223 -0.222837 0.221288 0.126092 0.0648741 -0.256559 -0.295877 internal_weight=0 255 133944 133876 133834 133765 133737 133680 69 68 43 106 57 149 internal_count=134199 255 133944 133876 133834 133765 133737 133680 69 68 43 106 57 149 cat_boundaries=0 5 6 cat_threshold=0 0 4 536936448 532480 1670 is_linear=0 shrinkage=0.01 Tree=671 num_leaves=14 num_cat=1 split_feature=2 4 2 0 11 3 24 8 10 18 18 22 13 split_gain=172997 120035 42004.5 287729 113705 91367 66319.4 145757 70959 46320.4 31930.8 33144 18272.6 threshold=1048.2900000000002 1066.3056000000001 154.91865000000004 309.85375000000005 143.12775000000002 1048.2900000000002 0 225.07500000000002 52.734646000000012 747.99000000000012 244.65000000000003 288.94250000000005 1.6593000000000002 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 2 5 4 6 9 8 -8 -4 10 11 -1 -12 right_child=-2 -3 3 -5 -6 -7 7 -9 -10 -11 12 -13 -14 leaf_value=0.00018290754931274696 -0.66575219863500357 -0.57699202789200676 0.21694283380325666 0.91944089936974804 -0.54497639670516507 -0.52607097770228528 -0.048781937183395255 0.71789762084300701 -0.33853924036026001 0.48139246177673345 -0.23378044238144699 0.39749066784268339 0.10107373905181884 leaf_weight=132997 39 36 287 38 33 33 536 26 25 20 88 21 20 leaf_count=132997 39 36 287 38 33 33 536 26 25 20 88 21 20 internal_value=0 0.000364415 0.000519382 0.0669544 0.0312383 4.79788e-05 0.0529947 -0.01308 0.167078 0.000178376 0.000106082 0.000245632 -0.17177 internal_weight=0 134160 134124 945 907 133179 874 562 312 133146 133126 133018 108 internal_count=134199 134160 134124 945 907 133179 874 562 312 133146 133126 133018 108 cat_boundaries=0 1 cat_threshold=568 is_linear=0 shrinkage=0.01 Tree=672 num_leaves=15 num_cat=4 split_feature=2 25 24 10 0 10 2 25 25 9 10 10 26 26 split_gain=169554 51416.8 83956.1 40526.1 43708.3 33680 37810.6 204456 37593 29374.3 17750.6 10360.2 3578.27 71.1059 threshold=1048.2900000000002 0 1 638.18750000000011 1083.9006000000002 440.18000000000006 154.91865000000004 2 3 48.760000000000012 747.99000000000012 950.63250000000005 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 2 2 2 9 9 2 2 2 2 2 left_child=1 2 12 4 5 6 8 -8 -3 -7 -5 -12 -1 -4 right_child=-2 3 13 10 -6 9 7 -9 -10 -11 11 -13 -14 -15 leaf_value=0.14055389973352539 -0.65909466963547925 0.04433812600864423 -0.31518202992847988 0.46438373506069186 -0.32594369434728854 -0.088446471873594792 0.24354997643718013 -0.057400346950696977 -0.00036049589788566866 -0.54322000984847552 -0.041544063389301299 0.2696558120976324 0.023794602476633512 -0.30125633072543456 leaf_weight=53 39 1899 70 24 41 49 368 556 130908 20 20 23 52 77 leaf_count=53 39 1899 70 24 41 49 368 556 130908 20 20 23 52 77 internal_value=0 0.000360771 -0.139591 0.000634521 0.000511483 0.000611518 0.000725482 0.0644733 0.000281959 -0.220265 0.246514 0.124912 0.0755363 -0.288277 internal_weight=0 134160 252 133908 133841 133800 133731 924 132807 69 67 43 105 147 internal_count=134199 134160 252 133908 133841 133800 133731 924 132807 69 67 43 105 147 cat_boundaries=0 5 6 11 17 cat_threshold=0 0 4 536936448 532480 1670 49152 1179648 1088 4194304 1 2148532224 67371011 270336 293634176 167903808 545 is_linear=0 shrinkage=0.01 Tree=673 num_leaves=13 num_cat=1 split_feature=2 4 2 0 7 13 3 24 18 18 22 13 split_gain=166180 117655 40456.8 281651 144005 94603.9 89438.9 76368 45372.7 31317.7 32488.3 17886.6 threshold=1048.2900000000002 1066.3056000000001 154.91865000000004 309.85375000000005 225.07500000000002 147.53613000000004 1048.2900000000002 0 747.99000000000012 244.65000000000003 288.94250000000005 1.6593000000000002 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 2 6 4 5 7 8 -4 9 10 -1 -11 right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 11 -12 -13 leaf_value=0.00018168708320029836 -0.65250373008923657 -0.57124822378158568 0.14616052069361249 0.90914595517672991 0.65931420544215613 -0.62769932332246203 -0.52048993746439609 -0.048972491375052975 0.47644346761703488 -0.23146442843431775 0.39354001658303395 0.099834243297576911 leaf_weight=132997 39 36 305 38 35 23 33 544 20 88 21 20 leaf_count=132997 39 36 305 38 35 23 33 544 20 88 21 20 internal_value=0 0.000357335 0.000510758 0.0657103 0.0303734 0.00512927 4.81209e-05 0.022273 0.000177135 0.000105584 0.000243788 -0.170113 internal_weight=0 134160 134124 945 907 872 133179 849 133146 133126 133018 108 internal_count=134199 134160 134124 945 907 872 133179 849 133146 133126 133018 108 cat_boundaries=0 1 cat_threshold=568 is_linear=0 shrinkage=0.01 Tree=674 num_leaves=13 num_cat=1 split_feature=2 4 2 0 7 3 6 24 18 6 6 18 split_gain=162873 115314 39664.3 276040 141135 87659.1 84761.9 62749.4 44469.8 36001.5 34741.8 30742.1 threshold=1048.2900000000002 1066.3056000000001 154.91865000000004 309.85375000000005 225.07500000000002 1048.2900000000002 276.13500000000005 0 747.99000000000012 657.87500000000011 1043.5418000000002 244.65000000000003 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 2 5 4 6 8 7 -4 9 11 -11 -1 right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 10 -12 -13 leaf_value=0.00037221212535182237 -0.64597869139451247 -0.56553574078612856 0.10983702404033847 0.90005448115499398 0.65272107001713342 -0.5152850204525572 -0.63840848916769033 -0.060232252703084577 0.47167901802062984 -0.34301723866627137 0.096894342440825232 -0.16841169870165348 leaf_weight=132934 39 36 400 38 35 33 20 452 20 58 26 108 leaf_count=132934 39 36 400 38 35 33 20 452 20 58 26 108 internal_value=0 0.000353834 0.000505723 0.0650635 0.0300804 4.76397e-05 0.00508912 0.0201947 0.000175364 0.000104528 -0.206854 0.000235198 internal_weight=0 134160 134124 945 907 133179 872 852 133146 133126 84 133042 internal_count=134199 134160 134124 945 907 133179 872 852 133146 133126 84 133042 cat_boundaries=0 1 cat_threshold=571 is_linear=0 shrinkage=0.01 Tree=675 num_leaves=19 num_cat=2 split_feature=9 2 6 6 10 0 25 9 24 7 17 6 26 9 7 9 9 10 split_gain=80810.8 62337.2 55406.4 48484.7 50167.7 57722.4 39847.6 109820 102255 56708.3 45891.8 13814.7 11736.9 5637 4964.62 4278.27 5822.29 3664.61 threshold=553.50000000000011 783.48000000000013 52.010000000000012 783.98480000000006 360.62500000000006 133.40270000000001 0 362.49400000000003 1 550.05000000000007 460.35600000000005 1043.5418000000002 2022.5000000000002 78.735000000000014 783.98480000000006 1023.8910000000002 673.83140000000014 638.18750000000011 decision_type=2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 left_child=1 3 15 4 6 13 7 8 -1 10 -8 -5 -3 17 -11 16 -2 -6 right_child=2 12 -4 11 5 -7 9 -9 -10 14 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=0.052879722684391409 -0.24053598009623015 0.13859068930149079 -0.7474499100446701 0.42754574000835421 -0.043498304210683347 -0.67221948409080512 -0.0010949241640381435 0.56259515008410899 -0.0089482011501340573 -0.43424478935158772 0.41907690268296466 0.12040337659694532 0.38911000484890407 -0.25590783309368859 -0.24163187172263861 -0.28241545303684212 -0.048314316630363459 -0.15035908751341762 leaf_weight=4582 26 32 20 32 93 20 122696 37 6406 23 26 27 45 21 32 23 40 49 leaf_count=4582 26 32 20 32 93 20 122696 37 6406 23 26 27 45 21 32 23 40 49 internal_value=0 0.000549557 -0.271845 0.000386159 0.000259954 -0.165199 0.000486251 0.0186885 0.016874 -0.00114969 -0.00100591 0.286989 0.284998 -0.102988 -0.322179 -0.164967 -0.124038 -0.0803728 internal_weight=0 134121 109 134044 133985 183 133802 11025 10988 122777 122722 59 77 163 55 89 66 142 internal_count=134230 134121 109 134044 133985 183 133802 11025 10988 122777 122722 59 77 163 55 89 66 142 cat_boundaries=0 6 7 cat_threshold=5554176 605421571 33693700 1775337472 655938 8193 361 is_linear=0 shrinkage=0.01 Tree=676 num_leaves=18 num_cat=1 split_feature=9 3 2 6 0 5 2 9 7 3 25 0 9 6 2 0 9 split_gain=79202.7 103938 61096.7 47519.8 49215.3 118215 39344.6 248377 169333 92656.7 43025.1 21059.3 16974.7 13539.8 2245.78 1258.1 1017.75 threshold=553.50000000000011 101.65950000000002 783.48000000000013 783.98480000000006 542.34225000000004 3.4326000000000008 23.769000000000002 307.82250000000005 225.07500000000002 1048.2900000000002 0 643.62800000000016 1023.8910000000002 1043.5418000000002 1048.2900000000002 1083.9006000000002 673.83140000000014 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=2 12 3 4 6 11 9 8 -8 10 -1 -6 16 -5 -4 -13 -2 right_child=1 -3 14 13 5 -7 7 -9 -10 -11 -12 15 -14 -15 -16 -17 -18 leaf_value=0.04778509586919058 -0.091504303741455073 -0.92053658795356752 0.22599579579121357 0.42327029585838316 -0.30513800279299419 -0.8736894371396019 0.017440707062981696 1.045187590867281 0.57606003568389197 -0.63515140367590861 -0.0010751373319305964 -0.031305297727454197 -0.3566866310523904 0.11919933760607684 0.33408900141716003 0.03904606195596548 -0.010551703383282918 leaf_weight=1818 25 20 37 32 30 21 4054 24 55 23 127848 73 23 27 40 39 41 leaf_count=1818 25 20 37 32 30 21 4054 24 55 23 127848 73 23 27 40 39 41 internal_value=0 -0.269126 0.000544095 0.000382331 0.000257388 -0.173399 0.000468908 0.0308426 0.024918 -0.000499057 -0.000386483 -0.0698354 -0.122742 0.284119 0.282148 -0.00680795 -0.0412156 internal_weight=0 109 134121 134044 133985 163 133822 4133 4109 129689 129666 142 89 59 77 112 66 internal_count=134230 109 134121 134044 133985 163 133822 4133 4109 129689 129666 142 89 59 77 112 66 cat_boundaries=0 6 cat_threshold=1310720 67371011 33562628 696287232 655938 8193 is_linear=0 shrinkage=0.01 Tree=677 num_leaves=19 num_cat=2 split_feature=9 2 6 6 0 5 2 9 7 25 24 11 0 6 9 9 2 0 split_gain=77626.6 59880.9 53778.6 46574.1 48235.9 115863 38561.5 243435 165964 38156.1 61358 48491.5 20640.3 13270.3 4024 5655.2 2201.09 1233.06 threshold=553.50000000000011 783.48000000000013 52.010000000000012 783.98480000000006 542.34225000000004 3.4326000000000008 23.769000000000002 307.82250000000005 225.07500000000002 0 1 751.80750000000012 643.62800000000016 1043.5418000000002 1023.8910000000002 673.83140000000014 1048.2900000000002 1083.9006000000002 decision_type=2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 3 14 4 6 12 9 8 -8 10 -1 -11 -6 -5 15 -2 -3 -14 right_child=2 16 -4 13 5 -7 7 -9 -10 11 -12 -13 17 -15 -16 -17 -18 -19 leaf_value=0.11282144604683232 -0.23625900534483102 0.22373585030839252 -0.73500175452232352 0.41903756856918334 -0.30208661651611329 -0.86495254811786471 0.017266300498472539 1.0347357218464215 0.57029942365126174 -0.0012373792157601188 -0.0045768027336240934 0.40085268115997319 -0.030992242767386241 0.1180073403870618 -0.27504383455152098 -0.046815676718950268 0.33074812746047977 0.038655578539921687 leaf_weight=761 26 37 20 32 30 21 4054 24 55 127838 1060 30 73 27 23 40 40 39 leaf_count=761 26 37 20 32 30 21 4054 24 55 127838 1060 30 73 27 23 40 40 39 internal_value=0 0.000538689 -0.266435 0.000378542 0.000254849 -0.171665 0.000464254 0.0305342 0.0246688 -0.000494031 0.0448324 -0.00114295 -0.0691371 0.281278 -0.161139 -0.121445 0.279327 -0.00673988 internal_weight=0 134121 109 134044 133985 163 133822 4133 4109 129689 1821 127868 142 59 89 66 77 112 internal_count=134230 134121 109 134044 133985 163 133822 4133 4109 129689 1821 127868 142 59 89 66 77 112 cat_boundaries=0 6 7 cat_threshold=1310720 67371011 33562628 696287232 655938 8193 2408 is_linear=0 shrinkage=0.01 Tree=678 num_leaves=31 num_cat=5 split_feature=14 2 2 3 25 2 2 24 3 12 25 5 12 2 17 1 0 24 6 24 2 0 13 3 26 1 5 26 5 14 split_gain=41204.8 121744 65514.7 292000 276736 357461 122353 74259.2 64739.7 60481.4 36011.8 62912.1 44285.1 127957 79226.9 40881 39203.3 53665 32537.3 29905.1 25234.7 22659.1 17908.7 10084.8 34334.5 4661.38 4620.29 8676.38 3498.82 24.7682 threshold=426.32200000000006 165.74576250000004 154.91865000000004 364.63500000000005 0 271.95250000000004 1048.2900000000002 1 650.90000000000009 147.97550000000004 2 1.1847500000000002 147.97550000000004 25.584650000000003 148.40000000000003 1066.3056000000001 1.2105000000000004 3 482.64500000000004 4 543.20000000000016 77.552000000000007 26.017500000000002 1048.2900000000002 2022.5000000000002 2.6548850000000006 171.57300000000001 2022.5000000000002 120.129 630.11250000000007 decision_type=2 2 2 2 9 2 2 1 2 2 9 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 left_child=2 22 8 4 5 25 7 21 10 -9 11 16 15 14 -14 18 17 -1 -12 -18 -7 -6 29 24 -10 -4 28 -28 -13 -2 right_child=1 -3 3 -5 6 20 -8 9 23 -11 12 26 13 -15 -16 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.10585905359341549 -0.11780545158819719 -0.89869964480400089 -0.095616000065436732 1.0065051700129655 -0.1158525454546038 0.91921368145942695 -0.6051321416742661 0.09012169391243724 0.060544548507394456 -0.45674518959862848 -0.0011116372536877962 -0.13214960825664027 0.02743079728517837 0.82463666325030116 0.64353836709802803 0.38089033092771263 0.041369413675460147 0.020348057217577244 -0.17721733918502217 -0.18584617311945398 1.3542541694641113 -0.46803780436515807 0.22730557447671892 -0.42253349031720844 -0.4018062323331833 0.092158233761787417 -0.36942753874737283 -0.12880124602206919 0.011842479228973388 -0.10596337970934416 leaf_weight=1095 33 20 39 33 211 40 34 547 29 21 128709 108 407 23 22 28 103 2234 105 121 20 20 20 28 36 20 23 43 20 38 leaf_count=1095 33 20 39 33 211 40 34 547 29 21 128709 108 407 23 22 28 103 2234 105 121 20 20 20 28 36 20 23 43 20 38 internal_value=0 -0.192271 0.000478149 0.0817332 0.0496771 0.48037 -0.0174083 0.00738332 -0.000123022 0.0686936 6.1348e-05 0.0305812 -0.000825433 0.0979841 0.0590261 -0.00117214 0.0402376 0.0488541 -0.00125519 -0.0878174 1.06423 -0.140272 -0.0370118 -0.263873 -0.195527 -0.0319637 -0.144694 -0.212656 -0.109651 -0.111467 internal_weight=0 111 134119 985 952 119 833 799 133134 568 133041 3747 129294 452 429 128842 3553 3329 128814 224 60 231 91 93 65 59 194 66 128 71 internal_count=134230 111 134119 985 952 119 833 799 133134 568 133041 3747 129294 452 429 128842 3553 3329 128814 224 60 231 91 93 65 59 194 66 128 71 cat_boundaries=0 3 4 10 11 12 cat_threshold=33554432 1052928 1088 198 5505024 67371011 33697796 1775337472 655938 8193 1376 2725 is_linear=0 shrinkage=0.01 Tree=679 num_leaves=23 num_cat=4 split_feature=9 3 2 0 0 2 9 7 0 25 25 3 24 17 24 9 26 1 26 0 0 9 split_gain=76059.9 101113 58906.2 32599.2 77251 35694.2 238419 166818 256907 102500 36315.1 92909.8 40344.8 34040.5 25827.6 16459.6 11306.7 5459.66 14650.4 44542.6 3055.2 950.117 threshold=553.50000000000011 101.65950000000002 783.48000000000013 542.34225000000004 643.62800000000016 23.769000000000002 307.82250000000005 225.07500000000002 6.9775000000000009 0 1 544.35000000000002 2 460.35600000000005 3 1023.8910000000002 2022.5000000000002 53.072500000000012 2022.5000000000002 1083.9006000000002 783.48000000000013 673.83140000000014 decision_type=2 2 2 2 2 2 2 2 2 9 9 2 1 2 1 2 2 2 2 2 2 2 left_child=2 15 3 5 -5 10 7 9 -9 -7 11 12 -1 14 -12 21 -4 18 20 -20 -6 -2 right_child=1 -3 16 4 17 6 -8 8 -10 -11 13 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 leaf_value=-0.00453220550110089 -0.087663795804977407 -0.90623196363449099 0.13334049046039581 -0.5102076082002549 -0.062765164261772519 0.30660902677956275 1.0232633311549824 0.041073962211608882 1.4401415123258319 0.0074469362168928591 -0.0075399116522626196 -0.63726611490547658 0.084877151078286514 0.27704264965924347 0.0020170110208644226 -0.34972272577493085 0.37922599898444281 0.13617855572700502 -0.18412892497819044 0.40515745100767719 -0.21617459184983198 -0.0094472603681610857 leaf_weight=873 25 20 32 42 21 108 24 35 21 3951 42286 20 1199 44 85314 23 45 20 29 23 34 41 leaf_count=873 25 20 32 42 21 108 24 35 21 3951 42286 20 1199 44 85314 23 45 20 29 23 34 41 internal_value=0 -0.263736 0.00053015 0.000371313 -0.138428 0.000546528 0.0294554 0.0236592 0.565724 0.0161806 -0.00037576 0.0408512 0.0475939 -0.00105456 -0.00115054 -0.119355 0.27704 -0.0154768 -0.0438236 0.076517 -0.1576 -0.0390747 internal_weight=0 109 134121 134044 169 133875 4139 4115 56 4059 129736 2092 2072 127644 127600 89 77 127 107 52 55 66 internal_count=134230 109 134121 134044 169 133875 4139 4115 56 4059 129736 2092 2072 127644 127600 89 77 127 107 52 55 66 cat_boundaries=0 4 10 11 12 cat_threshold=16777216 1048576 64 4194304 1310720 67371011 33566724 696287232 655938 8193 1682 2696 is_linear=0 shrinkage=0.01 Tree=680 num_leaves=18 num_cat=2 split_feature=3 1 2 5 4 17 25 24 26 15 7 1 26 26 17 5 5 split_gain=165888 62581.3 109215 66141.6 102829 53359.6 30285.6 306193 34838.6 31173.8 38673.1 30088 14921.3 2652.98 1053.4 454.562 485.363 threshold=1048.2900000000002 650.90000000000009 109.49250000000002 650.90000000000009 77.943750000000009 460.35600000000005 0 1 2022.5000000000002 650.90000000000009 657.87500000000011 1066.3056000000001 2022.5000000000002 2022.5000000000002 662.73140000000001 783.48000000000013 1066.3056000000001 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 left_child=1 3 11 5 15 6 7 8 -1 10 -8 12 -3 -9 -7 -5 -17 right_child=-2 2 -4 4 -6 14 9 13 -10 -11 -12 -13 -14 -15 -16 16 -18 leaf_value=0.35105807407148953 -0.69811611876768231 -0.3494629095660316 -0.90555338573455813 0.13114251540257382 0.89958231616020201 -0.3613707389831543 0.00035156837825425189 -0.15432268303710145 0.70235483559695155 -0.29383572181065876 0.24066382255127181 0.16347070478623912 -0.03144815126657486 -0.23760642418735906 -0.27279293586467879 0.05256398562727304 0.1133588329081734 leaf_weight=58 34 36 20 26 20 25 133397 77 55 36 67 31 25 76 29 29 24 leaf_count=58 34 36 20 26 20 25 133397 77 55 36 67 31 25 76 29 29 24 internal_value=0 0.000475899 -0.235807 0.000673508 0.259054 0.000482359 0.000609232 0.105253 0.479601 0.000392814 0.000472207 -0.0902095 -0.219129 -0.183687 -0.313801 0.0968946 0.0800937 internal_weight=0 134031 112 133919 99 133820 133766 266 113 133500 133464 92 61 153 54 79 53 internal_count=134065 134031 112 133919 99 133820 133766 266 113 133500 133464 92 61 153 54 79 53 cat_boundaries=0 5 6 cat_threshold=2147745792 262146 0 65536 139264 3220 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=162587 61335.9 107041 64825.4 100783 52297.7 43435.9 149847 215090 40925.2 39513.5 29489.2 14624.4 1032.44 445.516 475.704 threshold=1048.2900000000002 650.90000000000009 109.49250000000002 650.90000000000009 77.943750000000009 460.35600000000005 309.85375000000005 44.166500000000006 143.84840000000003 1066.3056000000001 0 1066.3056000000001 2022.5000000000002 662.73140000000001 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=0.11234583617381329 -0.69113495490130261 -0.34596827838155958 -0.89649785041809082 0.12983110006038959 0.8905864968299867 -0.35775703125000002 -0.10170873946446815 -0.75870662488043306 0.96321294260025025 -0.3566532173752785 0.00074207008453395867 0.161835972262967 -0.031133676922321319 -0.27006500770305769 0.052038352242831529 0.11222522708276907 leaf_weight=308 34 36 20 26 20 25 367 32 20 32 133007 31 25 29 29 24 leaf_count=308 34 36 20 26 20 25 367 32 20 32 133007 31 25 29 29 24 internal_value=0 0.00047114 -0.233449 0.000666773 0.256463 0.000477535 0.000603139 -0.101054 -0.046674 0.000922563 0.00100839 -0.0893074 -0.216938 -0.310663 0.0959256 0.0792928 internal_weight=0 134031 112 133919 99 133820 133766 419 387 133347 133315 92 61 54 79 53 internal_count=134065 134031 112 133919 99 133820 133766 419 387 133347 133315 92 61 54 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 7 4 4 25 1 17 1 5 5 split_gain=159352 60115.4 104911 63535.3 98777 51257 42571.6 146865 210810 40110.8 38752 28902.4 1011.89 945.99 436.651 466.238 threshold=1048.2900000000002 650.90000000000009 109.49250000000002 650.90000000000009 77.943750000000009 460.35600000000005 309.85375000000005 44.166500000000006 143.84840000000003 1066.3056000000001 0 1066.3056000000001 662.73140000000001 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=0.11125771035094681 -0.68422358625075386 -0.2547995098431905 -0.88753287124633784 0.12853279242148766 0.88168062853813167 -0.35417946090698244 -0.1006916535733019 -0.75111955761909488 0.95358086621761318 -0.35308668822050093 0.00073464996756528883 0.16021765339759089 -0.26736435627115185 -0.17602845067939452 0.051517961436304549 0.11110299190118289 leaf_weight=308 34 30 20 26 20 25 367 32 20 32 133007 31 29 31 29 24 leaf_count=308 34 30 20 26 20 25 367 32 20 32 133007 31 29 31 29 24 internal_value=0 0.000466513 -0.231114 0.00066019 0.253899 0.000472844 0.000597193 -0.100043 -0.0462073 0.000913422 0.000998394 -0.0884143 -0.307557 -0.214768 0.0949664 0.0784999 internal_weight=0 134031 112 133919 99 133820 133766 419 387 133347 133315 92 54 61 79 53 internal_count=134065 134031 112 133919 99 133820 133766 419 387 133347 133315 92 54 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=1 split_feature=3 1 2 1 9 7 7 25 1 26 26 7 split_gain=156181 58919.1 102824 49721.6 43347.5 33975.4 72646.3 38361.4 28327.2 14341.7 4130.54 4090.01 threshold=1048.2900000000002 650.90000000000009 109.49250000000002 543.20000000000016 1023.8910000000002 783.98480000000006 657.87500000000011 0 1066.3056000000001 2022.5000000000002 2022.5000000000002 1043.5418000000002 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=0.13269790617570487 -0.67738135099411012 -0.3403982151216931 -0.87865755033493043 0.23504165909507058 0.41690418963432313 -0.36364464531774104 0.52909878877493055 0.00023901224744455417 0.15861545778089955 -0.028620927828550337 0.42670294637265416 -0.17703184396028518 leaf_weight=209 34 36 20 22 25 23 26 133567 31 25 23 24 leaf_count=209 34 36 20 22 25 23 26 133567 31 25 23 24 internal_value=0 0.000461931 -0.228803 0.000653672 0.000541957 0.00046419 0.000558616 0.000455892 -0.0875302 -0.212621 0.333002 -0.268353 internal_weight=0 134031 112 133919 133874 133849 133802 133776 92 61 45 47 internal_count=134065 134031 112 133919 133874 133849 133802 133776 92 61 45 47 cat_boundaries=0 5 cat_threshold=262144 262146 0 65536 139264 is_linear=0 shrinkage=0.01 Tree=684 num_leaves=14 num_cat=1 split_feature=3 1 2 1 9 17 17 2 11 25 1 26 26 split_gain=153073 57746.7 100777 48732.1 42484.8 30551.7 119040 38790.4 57558.6 30784 27763.5 14056.3 4048.34 threshold=1048.2900000000002 650.90000000000009 109.49250000000002 543.20000000000016 1023.8910000000002 132.27010000000004 120.129 120.93775000000001 172.67400000000001 0 1066.3056000000001 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 3 10 4 5 6 9 8 -7 -1 11 -3 -5 right_child=-2 2 -4 12 -6 7 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.11796726609609452 -0.67060754888197949 -0.33699423339631823 -0.86987096691131605 0.23269122990694915 0.41273514523506166 -0.097957409498477852 0.67728148478728079 -0.46438917343433089 0.44335777827671602 0.00037630637839661713 0.15702931281059018 -0.028334711223840712 0.42243591640306555 leaf_weight=213 34 36 20 22 25 304 26 26 21 133259 31 25 23 leaf_count=213 34 36 20 22 25 304 26 26 21 133259 31 25 23 internal_value=0 0.000457411 -0.226515 0.000647234 0.000536637 0.000459647 0.000704625 -0.0927141 -0.0629801 0.000572829 -0.0866549 -0.210494 0.329672 internal_weight=0 134031 112 133919 133874 133849 133498 351 325 133472 92 61 45 internal_count=134065 134031 112 133919 133874 133849 133498 351 325 133472 92 61 45 cat_boundaries=0 5 cat_threshold=262144 262146 0 65536 139264 is_linear=0 shrinkage=0.01 Tree=685 num_leaves=25 num_cat=4 split_feature=25 0 24 5 7 9 3 3 0 2 1 4 5 1 1 3 24 0 0 1 24 4 26 26 split_gain=34830.5 40926 290345 176964 127997 242737 113208 103779 88037.8 77957.3 42800.2 36253.9 33220.2 201667 47098.3 22615.9 19234.5 18267.5 8626.33 6600.35 7393.38 4783.04 3737.43 1185.95 threshold=0 290.96350000000007 1 25.074110000000005 47.184550000000009 10.875375000000002 12.794500000000001 1048.2900000000002 542.34225000000004 1048.2900000000002 5.2410000000000005 1066.3056000000001 174.86250000000004 172.67400000000001 1066.3056000000001 113.59800000000001 2 393.82500000000005 104.05000000000001 53.072500000000012 3 16.158000000000005 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 left_child=15 7 3 8 5 6 10 9 17 11 -4 12 14 -14 -2 16 22 -3 19 20 23 -22 -1 -18 right_child=1 2 4 -5 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 18 -19 -20 -21 21 -23 -24 -25 leaf_value=0.11248874512929766 -0.00026946461293786574 0.33435722576247323 0.034796397363817372 1.4211223294734956 -0.71020539266091809 1.0465709014165969 -0.75548615108836792 -0.60864573376519338 0.89555980046590167 0.47899721510270066 -0.31666578817367558 -0.34749286150932313 0.025874682282877277 0.75024729007627911 0.37756351904435592 -0.38461429444226353 -0.094548577378193555 -0.0062071481772831508 -0.28705204713344573 -0.22847630324187101 -0.025146932308791115 -0.18478215312957766 0.0007331138953827975 -0.14033780271204832 leaf_weight=63 132384 36 259 20 27 21 22 28 24 34 40 30 614 41 33 22 120 28 20 27 305 20 57 107 leaf_count=63 132384 36 259 20 27 21 22 28 24 34 40 30 614 41 33 22 120 28 20 27 305 20 57 107 internal_value=0 0.000423187 0.0928854 0.52355 -0.0461019 0.00497932 -0.0631622 9.20146e-05 0.379051 0.000220039 -0.012222 9.77386e-05 0.0001761 0.0712171 -0.000175304 -0.0678699 -0.0591221 0.18536 -0.0815063 -0.075814 -0.0683468 -0.0339267 0.0548352 -0.111232 internal_weight=0 133641 477 108 369 342 321 133164 88 133136 299 133102 133072 655 132417 741 719 64 599 579 552 325 120 227 internal_count=134382 133641 477 108 369 342 321 133164 88 133136 299 133102 133072 655 132417 741 719 64 599 579 552 325 120 227 cat_boundaries=0 6 7 8 9 cat_threshold=0 1 0 4194304 524288 8192 1296 3072 71 is_linear=0 shrinkage=0.01 Tree=686 num_leaves=14 num_cat=2 split_feature=19 13 9 0 9 24 1 4 2 4 25 2 9 split_gain=34258.3 44230.4 46263.9 43928.3 376737 199987 145073 103508 78924 49616.9 28608.6 17568.6 2371.1 threshold=684.84926000000007 943.76675000000012 783.98480000000006 290.96350000000007 18.285000000000004 0 26.723900000000004 32.801250000000003 1048.2900000000002 544.35000000000002 1 57.417500000000011 1023.8910000000002 decision_type=2 2 2 2 2 1 2 2 2 2 9 2 2 left_child=1 2 3 8 5 6 -5 -7 9 10 -1 -11 -4 right_child=-2 -3 12 4 -6 7 -8 -9 -10 11 -12 -13 -14 leaf_value=-0.014974075894230183 -0.39453946200284096 0.47033886718749995 -0.24053310083018412 0.21036166127385766 1.079464209344652 -0.077839473153893099 1.1325472989082337 -0.78939307873899278 0.46796595573425293 -0.14520842319598126 0.001309990958653215 -0.46156182402656193 -0.37870309681996056 leaf_weight=11827 22 20 27 116 36 289 20 22 36 107 121816 21 23 leaf_count=11827 22 20 27 116 36 289 20 22 36 107 121816 21 23 internal_value=0 0.000105783 3.5777e-05 0.000149012 0.0953444 0.0160865 0.32228 -0.124181 -0.000194612 -0.000320602 -0.000132122 -0.19711 -0.304091 internal_weight=0 134360 134340 134290 483 447 136 311 133807 133771 133643 128 50 internal_count=134382 134360 134340 134290 483 447 136 311 133807 133771 133643 128 50 cat_boundaries=0 1 7 cat_threshold=1346 3355576322 1091067905 2164310144 12582921 1344798724 1060998 is_linear=0 shrinkage=0.01 Tree=687 num_leaves=23 num_cat=3 split_feature=25 0 7 5 3 2 1 5 17 1 1 2 0 25 3 7 0 1 2 25 7 26 split_gain=33987.6 39299.5 179906 429628 101750 74970.5 46841 30385.5 247439 275454 46178.3 41611.5 26990.7 95409.9 22161.7 18792.2 17026.3 10083.5 7973.23 4733.39 5062.36 16.7532 threshold=0 290.96350000000007 47.184550000000009 120.129 1048.2900000000002 1048.2900000000002 64.397977000000012 174.86250000000004 126.14700000000002 161.49750000000009 1066.3056000000001 648.37500000000011 1083.9006000000002 1 113.59800000000001 276.13500000000005 104.05000000000001 114.05000000000001 74.402200000000008 2 16.151000000000003 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 left_child=14 4 3 6 5 7 12 10 9 -9 11 -2 13 -3 16 -4 17 18 19 21 -21 -1 right_child=1 2 15 -5 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 leaf_value=-0.1130268420870342 -0.00020864643270504643 -0.22680667562871917 -0.33335247130621048 1.3723288839834709 -0.60266346624919342 0.46973596180186555 0.39496303248405457 -0.020078851099146252 1.0868166629127836 0.88055164125230578 0.3737945426594127 -0.25933569600505213 0.3031482000911937 0.12197471029618207 -0.38058982285586268 -0.76166089391708369 -0.30474071873558894 0.17249904632568361 -0.22371249702241686 -0.026917634024706403 -0.18918410015106202 -0.10579037155554845 leaf_weight=63 132349 107 21 27 28 34 40 599 23 36 33 62 34 228 22 20 27 20 27 497 20 65 leaf_count=63 132349 107 21 27 28 34 40 599 23 36 33 62 34 228 22 20 27 20 27 497 20 65 internal_value=0 0.000417704 0.0910239 0.150578 9.31792e-05 0.000219946 0.0699246 0.000100011 0.0678866 0.0309805 -0.000236762 -0.00032998 0.0346901 0.00744358 -0.067044 -0.542283 -0.0583826 -0.0487703 -0.0553557 -0.0483082 -0.032565 -0.101428 internal_weight=0 133641 477 436 133164 133136 409 133102 658 635 132444 132411 369 335 741 41 719 692 672 645 517 128 internal_count=134382 133641 477 436 133164 133136 409 133102 658 635 132444 132411 369 335 741 41 719 692 672 645 517 128 cat_boundaries=0 6 12 14 cat_threshold=0 1 0 4194304 524288 8192 32768 1048576 0 0 1 33554432 0 1 is_linear=0 shrinkage=0.01 Tree=688 num_leaves=13 num_cat=0 split_feature=19 13 9 12 5 2 9 2 3 10 12 9 split_gain=33410.8 43417.6 45412.6 36896.9 80029.4 47083.7 41785.8 425307 176134 5647.94 13283.3 2351 threshold=684.84926000000007 943.76675000000012 783.98480000000006 449.47000000000008 35.250000000000007 1048.2900000000002 362.49400000000003 24.155000000000005 1048.2900000000002 16.855351500000005 756.4475000000001 1023.8910000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 9 6 8 -8 -1 10 -5 -4 right_child=-2 -3 11 4 -6 -7 7 -9 -10 -11 -12 -13 leaf_value=0.00019012927946322023 -0.38962905504486778 0.46599638295173651 -0.23799311502112283 4.3933851677074772e-05 -0.69025993694861731 0.34771629040057844 -0.044921416933789406 1.4872256912503923 -0.76612933874130251 0.10180498671531676 -0.27270851790904999 -0.37557641928610597 leaf_weight=133941 22 20 27 57 24 39 132 21 30 20 26 23 leaf_count=133941 22 20 27 57 24 39 132 21 30 20 26 23 internal_value=0 0.000104072 3.47115e-05 0.0001469 -0.170221 0.000308172 0.000207154 0.165373 1.85281e-05 -0.0490468 -0.0853966 -0.301281 internal_weight=0 134360 134340 134290 127 134163 134124 153 133971 103 83 50 internal_count=134382 134360 134340 134290 127 134163 134124 153 133971 103 83 50 is_linear=0 shrinkage=0.01 Tree=689 num_leaves=25 num_cat=4 split_feature=25 0 24 3 6 9 0 3 2 4 4 1 3 13 1 3 24 0 0 1 24 4 26 26 split_gain=33284.6 38510.6 281827 173672 126957 210641 114248 97311.8 72438.1 72287.3 35077.7 28915.2 28770.8 116350 47826.1 21627 18912.1 17405.4 8262.43 6574.05 7263.42 4662.92 3637.45 1146.71 threshold=0 290.96350000000007 1 9.3117500000000017 55.104960000000013 10.875375000000002 643.62800000000016 1048.2900000000002 1048.2900000000002 27.642500000000005 1066.3056000000001 5.2410000000000005 77.14060000000002 362.49400000000003 1066.3056000000001 113.59800000000001 2 393.82500000000005 104.05000000000001 53.072500000000012 3 16.158000000000005 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 left_child=15 7 3 6 5 9 17 8 10 11 12 -4 14 -14 -2 16 22 -3 19 20 23 -22 -1 -18 right_child=1 2 4 -5 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 18 -19 -20 -21 21 -23 -24 -25 leaf_value=0.11209251933627659 -0.0004483134263196232 0.30836535513401031 0.017786374264521617 1.3329583839748216 -0.66050770421181948 0.95426570892333984 0.99348155339558919 -0.58937335414545877 0.46173371315002443 -0.6395816273689271 -0.34180746597051626 -0.28830776977539063 0.031797788539083764 0.78078238033113023 0.3861947149038315 -0.37608917929909447 -0.093057441572348285 -0.021458427831530572 -0.28116711902618408 -0.22679037094116211 -0.024243075316069555 -0.18186097192764283 0.0018418538988682262 -0.13808273513740468 leaf_weight=63 131340 32 261 23 31 22 21 28 34 20 30 35 1679 21 32 22 120 32 20 27 305 20 57 107 leaf_count=63 131340 32 261 23 31 22 21 28 34 20 30 35 1679 21 32 22 120 32 20 27 305 20 57 107 internal_value=0 0.000412897 0.0901051 0.514425 -0.04676 0.008147 0.35346 9.16459e-05 0.000215617 -0.057722 9.77253e-05 -0.0184072 0.000174805 0.04105 -0.000354134 -0.0663474 -0.0577927 0.143453 -0.0799996 -0.0744325 -0.0669803 -0.0329294 0.0551293 -0.109459 internal_weight=0 133641 477 108 369 338 85 133164 133136 316 133102 296 133072 1700 131372 741 719 64 599 579 552 325 120 227 internal_count=134382 133641 477 108 369 338 85 133164 133136 316 133102 296 133072 1700 131372 741 719 64 599 579 552 325 120 227 cat_boundaries=0 6 7 8 9 cat_threshold=0 1 0 4194304 524288 8192 1296 3072 71 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 18 26 3 split_gain=63047.2 46403.6 147915 88831.8 63290.6 53588.3 40834 159740 214081 136073 56824.3 81744.7 99567.1 40562 32108.7 22449 20830.8 threshold=789.60480000000007 147.53613000000004 223.35100000000003 1048.2900000000002 179.04500000000004 121.28400000000001 46.726464000000014 147.97550000000004 364.99000000000007 364.99000000000007 1066.3056000000001 542.34225000000004 12.987 27.234500000000004 650.90000000000009 2022.5000000000002 38.695000000000007 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=-0.0005639918190030904 -0.075911091075224035 -0.092993055513095127 -0.77647142759958898 0.49693223741319442 0.47122168448838325 -0.53785478969415035 0.015694291515935849 0.71985617763855891 1.0607056152820586 0.82390062576248546 0.46678549271363479 -0.12724016794344276 -0.85766920414837933 0.33052791622968819 0.36523755192756652 -0.40896449900567533 0.23792852139472964 leaf_weight=131138 34 389 30 36 22 24 2602 34 20 21 26 123 22 26 24 50 20 leaf_count=131138 34 389 30 36 22 24 2602 34 20 21 26 123 22 26 24 50 20 internal_value=0 -0.000107898 -0.0952207 0.000254684 -0.0527311 -0.0778443 0.000121258 0.0387851 0.0300237 0.0221649 -0.000666838 -0.000759398 -0.238064 -0.0524644 -0.000497058 -0.274157 -0.0768111 internal_weight=0 134557 511 134046 481 459 134010 2677 2643 2623 131333 131307 145 435 131162 84 409 internal_count=134641 134557 511 134046 481 459 134010 2677 2643 2623 131333 131307 145 435 131162 84 409 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 15 4 0 2 26 26 split_gain=61792.5 50177.9 44554.2 145398 102611 61766.5 52790.3 39847.6 233791 424265 88319.3 65371.8 74774 39497.2 22002.3 156.123 threshold=789.60480000000007 0 147.53613000000004 223.35100000000003 1048.2900000000002 179.04500000000004 121.28400000000001 46.726464000000014 1 2 93.927000000000007 1066.3056000000001 542.34225000000004 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=-0.21548634061273539 -0.075151976557338934 -0.00034322506682289743 -0.074823250673674596 -0.76870671335856122 0.5418114931924003 0.46650948053056546 -0.53247624158859252 0.72600519745837988 -0.021022505701324086 0.074621521638397081 0.56553603768348693 0.51081597156524661 -0.23075204294624058 0.32722263271992019 -0.40487485407590867 -0.23975864626326651 leaf_weight=53 34 131066 406 30 35 22 24 117 2025 508 26 25 141 26 50 53 leaf_count=53 34 131066 406 30 35 22 24 117 2025 508 26 25 141 26 50 53 internal_value=0 -0.000106819 7.25469e-05 -0.0934013 0.000427067 -0.0510181 -0.0759866 0.000285563 0.0384865 0.206073 -0.0135209 -0.000493407 -0.000590831 -0.050626 -0.271416 -0.208 internal_weight=0 134557 134451 508 133943 478 456 133908 2676 625 2051 131232 131207 432 84 106 internal_count=134641 134557 134451 508 133943 478 456 133908 2676 625 2051 131232 131207 432 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=25 num_cat=2 split_feature=1 13 7 18 9 0 7 6 24 6 8 9 2 11 4 24 5 9 8 26 0 13 9 11 split_gain=60563.1 44575.7 90576 75196.2 59266.3 58861.9 43954.2 249269 109105 233250 39842.4 35723.6 370475 34671.2 31965.1 30515.4 57636 23895.6 23510.7 21564.4 19255.4 13479.2 9786.7 1992.04 threshold=789.60480000000007 147.53613000000004 134.02375000000004 146.07500000000002 783.98480000000006 95.355000000000004 187.26000000000002 318.53250000000008 0 27.260118000000002 172.50000000000003 362.49400000000003 24.155000000000005 543.53000000000009 1066.3056000000001 1 9.9905415000000026 46.518000000000008 26.146800000000006 2022.5000000000002 16.253000000000004 362.49400000000003 1023.8910000000002 648.37500000000011 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 4 3 15 6 -4 11 8 9 -8 -10 13 18 14 -1 17 20 21 -13 -2 -17 -3 -6 -15 right_child=19 2 5 -5 22 -7 7 -9 10 -11 -12 12 -14 23 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.00011147469002189629 -0.074400479933794811 -0.080089840847584942 -0.22525883327830923 0.55159933829307561 -0.224191819805166 -0.91277507495880128 0.10339637887346274 1.1083857112345488 -0.074926119188104323 1.1691469879150391 0.27857735926764354 -0.13065970574655841 1.3835871369498116 -0.1334825366193598 0.35055439444688652 -0.073648547276607537 0.52237968957424163 -0.49278703302145005 0.22641246847484423 -0.40082610558271403 0.24624301496006193 -0.26792519147579485 -0.52277885800316226 -0.24637046469582452 leaf_weight=133207 34 144 33 20 23 20 115 23 358 25 35 93 21 22 26 181 20 20 23 50 21 52 21 54 leaf_count=133207 34 144 33 20 23 20 115 23 358 25 35 93 21 22 26 181 20 20 23 50 21 52 21 54 internal_value=0 -0.000105156 -0.0933259 -0.048036 0.000250213 -0.484699 0.000370702 0.0890985 0.0451143 0.274128 -0.0423656 1.0195e-06 0.161398 -0.000164846 -4.30434e-05 -0.0754166 0.00986341 -0.156287 -0.0598609 -0.268701 -0.0403925 -0.129924 -0.366699 -0.213692 internal_weight=0 134557 511 458 134046 53 134002 556 533 140 393 133446 137 133309 133233 438 222 216 116 84 202 196 44 76 internal_count=134641 134557 511 458 134046 53 134002 556 533 140 393 133446 137 133309 133233 438 222 216 116 84 202 196 44 76 cat_boundaries=0 1 2 cat_threshold=322 188 is_linear=0 shrinkage=0.01 Tree=693 num_leaves=13 num_cat=1 split_feature=1 25 9 3 13 5 18 1 3 26 9 26 split_gain=59357.9 49130.3 44182.4 69183.1 33929.6 68697.1 40629.7 39953.3 36053 21135.3 255.46 150.035 threshold=789.60480000000007 0 783.98480000000006 1048.2900000000002 147.53613000000004 254.90500000000003 650.90000000000009 46.726464000000014 210.91250000000002 2022.5000000000002 1023.8910000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 4 6 8 7 -3 -6 -2 -4 -1 right_child=9 2 10 -5 5 -7 -8 -9 -10 -11 -12 -13 leaf_value=-0.21333501977740593 -0.073656452964333929 -0.00048829377422991368 -0.28622515450090008 0.42129815786312791 -0.039038599429558347 -0.64203643889654249 0.42062621344690743 0.038557818605158431 -0.46279545420692081 -0.39681784557998179 -0.33335683739703631 -0.23712933576331949 leaf_weight=53 34 131170 23 39 457 21 23 2674 21 50 23 53 leaf_count=53 34 131170 23 39 457 21 23 2674 21 50 23 53 internal_value=0 -0.000104104 7.33793e-05 0.000179436 5.7205e-05 -0.0822487 0.000364007 0.000291788 -0.0576555 -0.266014 -0.309791 -0.205816 internal_weight=0 134557 134451 134405 134366 499 133867 133844 478 84 46 106 internal_count=134641 134557 134451 134405 134366 499 133867 133844 478 84 46 106 cat_boundaries=0 3 cat_threshold=1048576 0 4 is_linear=0 shrinkage=0.01 Tree=694 num_leaves=14 num_cat=1 split_feature=1 25 9 3 1 2 9 9 1 0 0 1 9 split_gain=58176.7 48152.6 43303.2 67806.3 32709.8 108848 38237.9 120706 42201.6 23343.7 8328.2 10181 250.377 threshold=789.60480000000007 0 783.98480000000006 1048.2900000000002 437.49875000000003 171.33900000000003 172.67400000000001 162.20850000000004 133.53660000000005 24.245000000000005 77.552000000000007 1066.3056000000001 1023.8910000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 6 9 7 -3 -8 -6 11 -2 -4 right_child=10 2 12 -5 5 -7 8 -9 -10 -11 -12 -13 -14 leaf_value=-0.20375745633552814 -0.33792110005329401 2.6083913971125763e-05 -0.28336290708054668 0.41708519960061097 0.126432507116716 0.83485301113128663 -0.056743250693699919 0.44496347666763869 -0.36769928783178329 -0.17439306626717252 -0.42551171261331311 -0.079227467179298405 -0.33002326301906421 leaf_weight=106 29 133629 23 39 91 20 481 61 48 36 23 32 23 leaf_count=106 29 133629 23 39 91 20 481 61 48 36 23 32 23 internal_value=0 -0.000103063 7.26454e-05 0.000177641 5.66329e-05 0.149145 -0.000106652 0.0002291 -0.0849585 0.0411591 -0.263354 -0.202213 -0.306693 internal_weight=0 134557 134451 134405 134366 147 134219 133690 529 127 84 61 46 internal_count=134641 134557 134451 134405 134366 147 134219 133690 529 127 84 61 46 cat_boundaries=0 3 cat_threshold=1048576 0 4 is_linear=0 shrinkage=0.01 Tree=695 num_leaves=12 num_cat=2 split_feature=25 9 4 3 5 12 24 6 9 0 26 split_gain=185417 51445.7 49270.3 54110.8 41868.5 106308 78458.8 35928.9 143088 38336.5 4673.77 threshold=0 1023.8910000000002 1066.3056000000001 1048.2900000000002 232.66575000000003 24.497000000000003 1 442.27000000000004 28.316400000000005 783.48000000000013 2022.5000000000002 decision_type=9 2 2 2 2 2 1 2 2 2 2 left_child=10 2 3 4 7 6 -6 9 -9 -2 -1 right_child=1 -3 -4 -5 5 -7 -8 8 -10 -11 -12 leaf_value=-0.36698321447372434 0.00059714455666138157 0.46335876425107325 -0.37481739694731575 0.39931274119545435 0.16136445439321864 -0.5925289587485485 -0.12613231875002384 0.039776392092353244 0.94059331846237182 -0.25015267563647908 -0.50000038351331444 leaf_weight=50 133568 24 35 34 122 39 335 149 20 61 56 leaf_count=50 133568 24 35 34 122 39 335 149 20 61 56 internal_value=0 0.000412904 0.000330243 0.00042799 0.000327002 -0.0913794 -0.0486117 0.000666965 0.146382 0.00048268 -0.399562 internal_weight=0 134387 134363 134328 134294 496 457 133798 169 133629 106 internal_count=134493 134387 134363 134328 134294 496 457 133798 169 133629 106 cat_boundaries=0 6 7 cat_threshold=0 0 0 0 8192 32 577 is_linear=0 shrinkage=0.01 Tree=696 num_leaves=28 num_cat=1 split_feature=4 9 0 1 13 1 0 5 24 5 1 2 18 5 4 5 0 0 26 7 1 4 5 5 4 9 26 split_gain=56575.2 43205.5 161429 95288.1 228451 182465 134514 48699.5 83846.9 109139 77799.2 59438.6 36619.6 34871.9 32159.5 27276.2 24421.9 51449.1 23949.8 22413.5 21219.1 14429.9 13784.5 4462.39 3726.55 3235.31 772.423 threshold=1066.3056000000001 65.156190000000024 290.96350000000007 118.78000000000002 196.52100000000004 50.522500000000001 108.06300000000002 232.66575000000003 0 481.77300000000008 21.731200000000005 52.203500000000012 484.61250000000007 191.43400000000005 8.8992000000000022 316.16700000000009 479.65650000000011 431.47500000000008 2022.5000000000002 213.3887 75.716250000000016 77.943750000000009 336.19875000000008 242.64500000000001 9.7502000000000013 139.92650000000006 2022.5000000000002 decision_type=2 2 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=1 7 3 4 5 6 -3 12 9 22 15 -12 13 16 18 23 17 -1 -15 24 -18 -17 26 -10 -5 -7 -9 right_child=-2 2 -4 19 -6 25 -8 8 10 -11 11 -13 -14 14 -16 21 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.00023833642841775992 -0.39091060699643315 2.760717314219356e-05 0.76875856553354571 -0.25929835266537138 0.96965595501440549 0.60985767954871772 0.60430915543907571 -0.21525326694761002 -0.13490571478009225 0.61011492448694571 -0.25339222321143517 -0.97851499032974243 0.31449827207101361 0.48836042554147779 -0.11974282408582754 -0.16850268779116981 -0.075684001845557514 0.3832146938187736 0.14605405894915263 -0.57971133459182012 -0.40642381716858261 -0.44710822200491318 0.088317166566848751 0.030571883571418851 -0.091676748820713583 0.7875731226801872 -0.13502321724380767 leaf_weight=132203 37 1204 31 36 27 21 38 21 20 34 26 20 37 31 29 162 164 35 60 21 22 21 36 88 21 20 28 leaf_count=132203 37 1204 31 36 27 21 38 21 20 34 26 20 37 31 29 162 164 35 60 21 22 21 36 88 21 20 28 internal_value=0 0.000174925 0.0550626 0.0391227 0.0593406 0.0401835 0.0185161 -0.000410518 -0.103576 0.121104 -0.181133 -0.568663 -5.56902e-05 -0.000143499 0.170249 -0.126098 -0.000297905 -0.000136846 0.262664 -0.300434 -0.114804 -0.200474 -0.0602535 -7.21161e-05 -0.197543 0.696548 -0.169408 internal_weight=0 134456 1419 1388 1310 1283 1242 133037 456 119 337 46 132581 132544 120 291 132424 132238 91 78 186 183 85 108 57 41 49 internal_count=134493 134456 1419 1388 1310 1283 1242 133037 456 119 337 46 132581 132544 120 291 132424 132238 91 78 186 183 85 108 57 41 49 cat_boundaries=0 1 cat_threshold=577 is_linear=0 shrinkage=0.01 Tree=697 num_leaves=19 num_cat=1 split_feature=4 6 5 0 2 14 2 1 7 10 0 24 0 22 26 12 14 6 split_gain=55449.3 38839.8 108503 67298 44362.2 36821.2 47401.6 32855.2 63508.6 68402.7 40190.9 182092 37440.6 32886.4 5281.27 2008.55 2585.02 0.0148658 threshold=1066.3056000000001 546.86500000000012 79.77300000000001 5.4234850000000003 1048.2900000000002 426.32200000000006 21.745000000000005 114.05000000000001 36.738000000000007 51.717500000000008 25.333500000000004 0 232.94400000000005 255.07275000000001 2022.5000000000002 5.619250000000001 630.11250000000007 783.98480000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 4 3 14 5 7 15 10 9 -9 13 -12 -10 -1 -3 16 -7 -16 right_child=-2 2 -4 -5 -6 6 -8 8 12 -11 11 -13 -14 -15 17 -17 -18 -19 leaf_value=-0.00038110824447599876 -0.38700150771720992 0.010238097413726475 0.68917402732756827 0.53087653839588167 0.35099714808993865 -0.03993535505187127 -0.59960450454191727 -0.037655997872097446 -0.17757665489338062 0.39906867607219804 0.18712544073629833 0.0034800201847790396 -0.63147364911578951 -0.40591507244110103 -0.16910558027573505 0.0093017985820770272 -0.16710523215207185 -0.1694298187378914 leaf_weight=128524 37 23 31 20 36 31 22 1168 135 37 624 3654 21 20 26 20 33 31 leaf_count=128524 37 23 31 20 36 31 22 1168 135 37 624 3654 21 20 26 20 33 31 internal_value=0 0.000173176 0.172277 0.0120394 5.33164e-06 -8.87617e-05 -0.186394 5.84128e-05 -0.0488247 -0.0242462 0.000559308 0.0307126 -0.238678 -0.000444205 -0.11767 -0.0781718 -0.105507 -0.169282 internal_weight=0 134456 131 100 134325 134289 106 134183 1361 1205 132822 4278 156 128544 80 84 64 57 internal_count=134493 134456 131 100 134325 134289 106 134183 1361 1205 132822 4278 156 128544 80 84 64 57 cat_boundaries=0 1 cat_threshold=18 is_linear=0 shrinkage=0.01 Tree=698 num_leaves=10 num_cat=1 split_feature=25 9 4 3 17 13 26 6 17 split_gain=183125 50214.5 46287.8 52928.9 37502 34882.7 27759.9 27560.2 5006.6 threshold=0 1023.8910000000002 1066.3056000000001 1048.2900000000002 460.35600000000005 751.80750000000012 2022.5000000000002 442.27000000000004 662.73140000000001 decision_type=9 2 2 2 2 2 2 2 2 left_child=6 2 3 4 5 7 -1 -2 -6 right_child=1 -3 -4 -5 8 -7 -8 -9 -10 leaf_value=-0.28176193792169746 0.00035874233618911637 0.45777995377779007 -0.36329010375908449 0.3949250563453226 -0.15069555461406708 -0.30656723112673373 -0.60732661590576176 0.126657197684308 -0.32624358870766379 leaf_weight=55 134020 24 35 34 32 37 50 173 33 leaf_count=55 134020 24 35 34 32 37 50 173 33 internal_value=0 0.000407432 0.000325767 0.000420509 0.00032063 0.000436917 -0.398811 0.000521565 -0.23982 internal_weight=0 134388 134364 134329 134295 134230 105 134193 65 internal_count=134493 134388 134364 134329 134295 134230 105 134193 65 cat_boundaries=0 5 cat_threshold=0 262144 0 0 8192 is_linear=0 shrinkage=0.01 Tree=699 num_leaves=10 num_cat=2 split_feature=25 9 4 3 17 13 25 26 17 split_gain=179144 49214.9 45367 51875.3 39049.9 34189.8 27362 4454.81 4236.44 threshold=0 1023.8910000000002 1066.3056000000001 1048.2900000000002 460.35600000000005 751.80750000000012 1 2022.5000000000002 662.73140000000001 decision_type=9 2 2 2 2 2 9 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=-0.36119076471328732 0.029665566086248086 0.45320210044582687 -0.35965721250006133 0.39097586800070366 -0.16274576013738457 -0.30350155946370716 -0.00017767410856141076 -0.49105465778282714 -0.3229811529679732 leaf_weight=50 3136 24 35 34 33 37 131055 56 33 leaf_count=50 3136 24 35 34 33 37 131055 56 33 internal_value=0 0.000404507 0.000323658 0.000417453 0.000318573 0.000438146 0.00052195 -0.392747 -0.242863 internal_weight=0 134387 134363 134328 134294 134228 134191 106 66 internal_count=134493 134387 134363 134328 134294 134228 134191 106 66 cat_boundaries=0 6 12 cat_threshold=0 0 0 0 8192 32 2148532224 67108867 4356 419758080 662082 8192 is_linear=0 shrinkage=0.01 Tree=700 num_leaves=15 num_cat=1 split_feature=7 3 17 17 3 7 7 1 25 2 9 3 7 17 split_gain=44037.3 78439.4 36823.7 50006.3 42252.1 58804.3 48526.7 36009.5 30511 86236.8 56891.8 14993.8 5966.32 3806.18 threshold=783.98480000000006 1048.2900000000002 407.74900000000008 751.80750000000012 364.63500000000005 657.87500000000011 5.6142500000000011 75.716250000000016 0 1048.2900000000002 442.89500000000004 782.62500000000011 1043.5418000000002 576.1975000000001 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 4 13 5 8 7 11 10 -10 -1 -6 -2 -4 right_child=12 -3 3 -5 6 -7 -8 -9 9 -11 -12 -13 -14 -15 leaf_value=0.012304867032930942 -0.37696195754533018 0.48709287123246625 0.44167066574096681 -0.20967518424987794 -0.097649544004165797 0.44229619900385536 0.23979313066409483 -0.54844052751859029 -0.0022662603771568001 -0.64314518428984147 -0.40328213756734677 -0.32876076973536433 -0.16999544950631951 0.27409242795861288 leaf_weight=18163 30 33 33 20 161 30 31 24 115628 21 33 34 26 23 leaf_count=18163 30 33 33 20 161 30 31 24 115628 21 33 34 26 23 internal_value=0 -0.000387115 -0.000506986 0.219549 -0.000631678 -0.000389134 -0.130514 -0.182932 -0.000488358 -0.00238243 0.0115448 -0.137946 -0.28087 0.372844 internal_weight=0 134234 134201 76 134125 133875 250 219 133845 115649 18196 195 56 56 internal_count=134290 134234 134201 76 134125 133875 250 219 133845 115649 18196 195 56 56 cat_boundaries=0 6 cat_threshold=570425472 537137155 138557828 3087077376 665666 25088 is_linear=0 shrinkage=0.01 Tree=701 num_leaves=15 num_cat=0 split_feature=7 10 8 4 9 5 17 17 7 7 8 7 10 10 split_gain=43161 54238.8 41707.7 91146.5 35991 333262 47323 61008.9 36933.6 29143.9 6304.24 5847.59 2607.14 6476.21 threshold=783.98480000000006 638.18750000000011 804.02882000000011 1066.3056000000001 362.49400000000003 120.129 407.74900000000008 751.80750000000012 657.87500000000011 24.364000000000004 1048.2900000000002 1043.5418000000002 747.99000000000012 950.63250000000005 decision_type=2 2 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 -2 -3 -14 right_child=11 12 10 -5 5 -7 7 -9 -10 -11 -12 -13 13 -15 leaf_value=-0.0009475647855942056 -0.37319233823815984 0.35729499908593987 -0.39213789907212443 0.57006937695401061 0.037299328711297777 1.2656108068383258 0.44592150802612301 -0.20757843542099 0.34996500015258791 -0.33258514480590817 -0.17397252134150928 -0.1682955039006013 0.10967009249566631 0.35231109489094131 leaf_weight=133791 30 26 26 28 144 23 50 20 30 25 27 26 22 22 leaf_count=133791 30 26 26 28 144 23 50 20 30 25 27 26 22 22 internal_value=0 -0.000383243 -0.00052844 -0.0004176 -0.000536732 0.136279 -0.000732926 0.259207 -0.000868897 -0.0174173 -0.280997 -0.278062 0.277904 0.230991 internal_weight=0 134234 134164 134111 134083 192 133891 70 133821 169 53 56 70 44 internal_count=134290 134234 134164 134111 134083 192 133891 70 133821 169 53 56 70 44 is_linear=0 shrinkage=0.01 Tree=702 num_leaves=14 num_cat=2 split_feature=7 3 4 17 17 3 24 0 7 2 25 7 17 split_gain=42302.1 76761.2 72117.9 35265.6 47935.6 41046.6 57088.2 61883.5 56791.1 42416.8 31179.8 5731.22 3725.16 threshold=783.98480000000006 1048.2900000000002 1066.3056000000001 407.74900000000008 751.80750000000012 364.63500000000005 0 91.825000000000003 657.87500000000011 154.91865000000004 1 1043.5418000000002 576.1975000000001 decision_type=2 2 2 2 2 2 1 2 2 2 9 2 2 left_child=1 2 3 5 12 8 7 -7 10 -8 -1 -2 -5 right_child=11 -3 -4 4 -6 6 9 -9 -10 -11 -12 -13 -14 leaf_value=0.011498458028227795 -0.3694604106744131 0.48185760844837539 0.48177233451797113 0.43291857401529948 -0.20550264883041383 -0.066914959486686826 -0.20512190830136573 0.53074022293090817 0.43454825210571285 -0.6966770594460624 -0.0025178560333621305 -0.16661256313323974 0.26713345320328424 leaf_weight=18391 30 33 31 33 20 99 107 21 30 21 115425 26 23 leaf_count=18391 30 33 31 33 20 99 107 21 30 21 115425 26 23 internal_value=0 -0.000379411 -0.000497993 -0.000609422 0.214741 -0.000731475 -0.129263 0.0347766 -0.000493322 -0.26506 -0.000590853 -0.275281 0.364828 internal_weight=0 134234 134201 134170 76 134094 248 120 133846 128 133816 56 56 internal_count=134290 134234 134201 134170 76 134094 248 120 133846 128 133816 56 56 cat_boundaries=0 1 7 cat_threshold=1729 570425472 537137155 138557828 3091271680 665664 25088 is_linear=0 shrinkage=0.01 Tree=703 num_leaves=16 num_cat=1 split_feature=10 9 16 6 16 2 4 17 9 3 3 17 24 6 6 split_gain=41328.9 286666 36426.9 36166.9 74691.1 53775.1 40865.2 40569.1 46004.3 393052 100449 27222.5 25475.2 14458.3 9988.04 threshold=638.18750000000011 27.234500000000004 756.4475000000001 336.95674000000002 8.369800500000002 91.035000000000011 1066.3056000000001 407.74900000000008 362.49400000000003 172.09050000000002 782.62500000000011 576.1975000000001 0 482.64500000000004 442.27000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=2 -2 3 6 5 12 7 8 10 -10 -1 -9 13 -5 -14 right_child=1 -3 -4 4 -6 -7 -8 11 9 -11 -12 -13 14 -15 -16 leaf_value=-0.00053691949385437359 -0.15719917986322851 1.2553930208683013 -0.36788701357664882 0.16371129836142065 -0.67338765619830654 0.3743634116768837 0.36872951686382294 0.45475557804107669 -0.010128302040571224 1.4118290812318974 -0.37944883093663628 0.061218312336848338 -0.10830598990483718 -0.081733136288821701 -0.28427541965570974 leaf_weight=133552 51 20 27 40 22 25 30 32 167 22 70 39 55 60 78 leaf_count=133552 51 20 27 40 22 25 30 32 167 22 70 39 55 60 78 internal_value=0 0.240714 -0.000616693 -0.000542797 -0.114076 -0.0663828 -0.000305407 -0.0003881 -0.0005149 0.155391 -0.000735418 0.238587 -0.113673 0.0149497 -0.196715 internal_weight=0 71 134219 134192 280 258 133912 133882 133811 189 133622 71 233 100 133 internal_count=134290 71 134219 134192 280 258 133912 133882 133811 189 133622 71 233 100 133 cat_boundaries=0 1 cat_threshold=771 is_linear=0 shrinkage=0.01 Tree=704 num_leaves=14 num_cat=2 split_feature=7 3 4 17 17 3 24 0 7 2 25 7 17 split_gain=41467.5 76059.7 69698.6 33929 46594.7 40118.1 56027.5 60656.1 55660.8 41893.3 30704.6 5654.16 3466.76 threshold=783.98480000000006 1048.2900000000002 1066.3056000000001 407.74900000000008 751.80750000000012 364.63500000000005 0 91.825000000000003 657.87500000000011 154.91865000000004 1 1043.5418000000002 576.1975000000001 decision_type=2 2 2 2 2 2 1 2 2 2 9 2 2 left_child=1 2 3 5 12 8 7 -7 10 -8 -1 -2 -5 right_child=11 -3 -4 4 -6 6 9 -9 -10 -11 -12 -13 -14 leaf_value=0.011363603018240059 -0.36609113444387914 0.47965770302396837 0.47362328906213086 0.42429111018325344 -0.20369250154495241 -0.065972467073888486 -0.20266864560126702 0.52572627203805111 0.43020810127258302 -0.69118127868289037 -0.0025000539675313883 -0.16461160526825833 0.26435926271521526 leaf_weight=18535 30 33 31 33 20 99 107 21 30 21 115281 26 23 leaf_count=18535 30 33 31 33 20 99 107 21 30 21 115281 26 23 internal_value=0 -0.000370709 -0.000488748 -0.000598292 0.210632 -0.00071801 -0.127788 0.0346844 -0.000482565 -0.262321 -0.000579121 -0.272547 0.358605 internal_weight=0 134234 134201 134170 76 134094 248 120 133846 128 133816 56 56 internal_count=134290 134234 134201 134170 76 134094 248 120 133846 128 133816 56 56 cat_boundaries=0 1 7 cat_threshold=1729 570425472 537137155 138557828 3091267584 665666 25088 is_linear=0 shrinkage=0.01 Tree=705 num_leaves=14 num_cat=4 split_feature=3 25 24 18 4 9 9 0 25 25 26 9 26 split_gain=211869 77726.4 152791 47794.9 43701 41341.1 110762 107407 102541 37391.6 25620.9 10438.7 2976.43 threshold=1048.2900000000002 0 1 650.90000000000009 1066.3056000000001 172.67400000000001 162.20850000000004 201.25000000000003 2 3 2022.5000000000002 166.79600000000002 2022.5000000000002 decision_type=2 9 1 2 2 2 2 2 9 9 2 2 2 left_child=1 2 10 4 5 6 9 8 -7 -3 -1 -8 -4 right_child=-2 3 12 -5 -6 7 11 -9 -10 -11 -12 -13 -14 leaf_value=-0.032564507657831365 -0.73766181310017898 0.036885969128748398 -0.34697442855834965 0.43704554100036624 0.36926769301295281 0.21410543872505172 0.55662468457221981 -0.66696677319208775 -0.11839522976217252 -0.00091001964869817057 0.27130225017666815 0.29697709999978544 -0.43548468071144897 leaf_weight=55 39 2661 75 25 32 107 30 30 449 130609 56 32 77 leaf_count=55 39 2661 75 25 32 107 30 30 449 130609 56 32 77 internal_value=0 -0.000498028 -0.169061 -0.000154501 -0.00023611 -0.000324404 4.39398e-05 -0.0841332 -0.0526854 -0.000152648 0.110759 0.422613 -0.367626 internal_weight=0 134238 263 133975 133950 133918 133332 586 556 133270 111 62 152 internal_count=134277 134238 263 133975 133950 133918 133332 586 556 133270 111 62 152 cat_boundaries=0 5 6 9 15 cat_threshold=0 262144 4 0 8704 3154 536871424 0 17408 1310720 67239939 135168 9011328 34082882 8193 is_linear=0 shrinkage=0.01 Tree=706 num_leaves=21 num_cat=4 split_feature=25 9 0 25 9 9 11 6 5 4 0 11 5 5 24 24 6 5 8 26 split_gain=96622.3 52975.8 168534 90870.8 166142 72143.5 46820.6 39089.3 111553 58343.6 44792.9 37601.7 32568.7 152590 35114.8 20462.2 5302.37 4213.03 9131.58 504.787 threshold=0 215.97850000000003 201.25000000000003 1 482.64500000000004 783.98480000000006 86.04995000000001 546.86500000000012 79.77300000000001 1066.3056000000001 12.987 751.80750000000012 400.11250000000007 364.99000000000007 2 3 783.98480000000006 5.0970000000000004 3.4910000000000005 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 left_child=19 7 3 4 17 6 15 9 10 11 16 12 13 -2 -14 -5 -9 18 -3 -1 right_child=1 2 -4 5 -6 -7 -8 8 -10 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 leaf_value=-0.30433155786074123 -0.00035945224311729638 -0.15421760459740957 -0.84579058137433283 0.041169655467349069 0.9398489091793697 -0.55726502662574928 -0.5550811309814454 -0.18198261331766843 0.79058121601740527 0.4407233645915985 0.44369620776176455 0.32740362889426095 -0.24074675596167899 0.73793577070747107 0.0054693817464928872 -0.12967258393280692 -0.010084960052841587 0.11004293316602708 0.11228456673026084 -0.26476735394448042 leaf_weight=65 133254 36 29 125 24 37 20 34 24 30 20 35 107 28 123 144 38 20 20 64 leaf_count=65 133254 36 29 125 24 37 20 34 24 30 20 35 107 28 123 144 38 20 20 64 internal_value=0 -0.000431782 -0.108152 -0.0579367 0.19501 -0.137298 -0.0882813 -6.521e-05 0.183424 -0.000224555 0.0250357 -0.000323609 -0.000409523 -0.000204351 -0.119304 -0.053575 -0.0912589 -0.0145432 -0.0590383 -0.264221 internal_weight=0 134148 455 426 100 326 289 133693 116 133577 92 133547 133512 133282 230 269 72 76 56 129 internal_count=134277 134148 455 426 100 326 289 133693 116 133577 92 133547 133512 133282 230 269 72 76 56 129 cat_boundaries=0 5 8 9 10 cat_threshold=0 0 0 0 8704 4194816 0 17664 3216 3297 is_linear=0 shrinkage=0.01 Tree=707 num_leaves=14 num_cat=4 split_feature=3 25 18 4 9 9 0 25 25 9 25 26 26 split_gain=207444 74949.2 46814.8 41882 39773 108492 102687 99372.2 36768.1 10250.5 8309.27 1769.86 1559.15 threshold=1048.2900000000002 0 650.90000000000009 1066.3056000000001 172.67400000000001 162.20850000000004 201.25000000000003 1 2 166.79600000000002 3 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 9 9 2 9 2 2 left_child=1 10 3 4 5 8 7 -6 -3 -7 11 -1 -12 right_child=-2 2 -4 -5 6 9 -8 -9 -10 -11 12 -13 -14 leaf_value=-0.28818474456667903 -0.72991237139090515 0.031129737591776088 0.43254537353515626 0.36150234505534173 0.21085940743104004 0.55106004897753402 -0.65240281987190241 -0.11646024453678942 -0.0010312696398079575 0.29376372672617435 -0.13467857111584056 -0.21321800378061109 -0.067163101569027966 leaf_weight=64 39 3645 25 32 107 30 30 449 129625 32 66 62 71 leaf_count=64 39 3645 25 32 107 30 30 449 129625 32 66 62 71 internal_value=0 -0.000486248 -0.000148914 -0.000229682 -0.000316119 4.51714e-05 -0.0825201 -0.051771 -0.000149392 0.418262 -0.16601 -0.232819 -0.0929073 internal_weight=0 134238 133975 133950 133918 133332 586 556 133270 62 263 126 137 internal_count=134277 134238 133975 133950 133918 133332 586 556 133270 62 263 126 137 cat_boundaries=0 5 8 14 19 cat_threshold=0 262144 4 0 8704 536871424 0 17408 1310720 67239939 397888 696877184 34082882 8705 0 0 0 0 8704 is_linear=0 shrinkage=0.01 Tree=708 num_leaves=20 num_cat=7 split_feature=3 25 24 2 9 25 3 5 24 25 24 25 6 22 5 26 1 4 26 split_gain=203316 73457.8 149898 48245.8 32542.7 93347.8 155281 104950 43431.9 38583.2 65316.9 73743.4 45353.4 31463.6 32866.6 24919.7 22534 8502.04 2982.95 threshold=1048.2900000000002 0 1 1048.2900000000002 172.67400000000001 2 121.80050000000001 89.650000000000006 3 4 5 6 400.11250000000007 255.07275000000001 26.057500000000005 2022.5000000000002 50.522500000000001 10.453500000000002 2022.5000000000002 decision_type=2 9 1 2 2 9 2 2 1 9 1 9 2 2 2 2 2 2 2 left_child=1 2 15 4 9 6 17 8 -7 10 11 -3 -12 14 -11 -1 -9 -6 -4 right_child=-2 3 18 -5 5 7 -8 16 -10 13 12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.028534204179590399 -0.72261319233820986 0.014401537091278834 -0.33986536115010579 0.38809493660926819 -0.027917287232755106 0.068830774837362579 0.98486013424396524 -0.392671368697594 -0.15173755819082804 -0.0015640119199488748 0.0035693420548341239 0.21924586772918703 0.47067024639674593 0.39590312433242802 0.03056779302866305 0.27114581180470332 -0.82279714800062642 0.19846291754926956 -0.42847246924003995 leaf_weight=55 39 353 75 32 79 123 20 29 292 127294 2048 357 21 20 3265 56 21 21 77 leaf_count=55 39 353 75 32 79 123 20 29 292 127294 2048 357 21 20 3265 56 21 21 77 internal_value=0 -0.000481293 -0.16435 -0.000147332 -0.000240097 -0.0746615 0.166611 -0.13755 -0.088362 8.63664e-05 0.0368896 0.119015 0.00827036 -0.000699656 -0.000760465 0.112519 -0.573324 0.0196226 -0.361002 internal_weight=0 134238 263 133975 133943 585 120 465 415 133358 2779 710 2069 130579 130559 111 50 100 152 internal_count=134277 134238 263 133975 133943 585 120 465 415 133358 2779 710 2069 130579 130559 111 50 100 152 cat_boundaries=0 5 6 12 13 19 20 26 cat_threshold=0 262144 4 0 8704 3154 0 0 17408 0 0 33554432 1033 1310720 67239939 135168 25788544 34082882 8193 548 0 1 0 25198592 33558530 1 is_linear=0 shrinkage=0.01 Tree=709 num_leaves=16 num_cat=4 split_feature=3 25 4 9 9 0 25 3 9 11 25 9 25 26 26 split_gain=199270 71996.1 40977.5 36512.8 106247 100959 102827 178010 85170.6 40236 34038.5 10035 8247.16 1700.48 1494.06 threshold=1048.2900000000002 0 1066.3056000000001 172.67400000000001 162.20850000000004 201.25000000000003 1 121.80050000000001 783.98480000000006 751.80750000000012 2 166.79600000000002 3 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 9 2 2 2 9 2 9 2 2 left_child=1 12 3 4 9 6 7 -5 -8 10 -3 -6 13 -1 -14 right_child=-2 2 -4 5 11 -7 8 -9 -10 -11 -12 -13 14 -15 -16 leaf_value=-0.28321767136454584 -0.71538707244090549 0.029856239273340898 0.35765875726938251 0.043685358891432935 0.54537828946113587 -0.64397907463709514 -0.075265310574142097 1.0888340883255005 -0.57004370757623724 0.34906066663337476 -0.0010142317360928635 0.29080156244337557 -0.13125393502640001 -0.20973497133101188 -0.065162878271559588 leaf_weight=64 39 3663 32 88 30 30 412 20 38 33 129597 32 66 62 71 leaf_count=64 39 3663 32 88 30 30 412 20 38 33 129597 32 66 62 71 internal_value=0 -0.000476368 -0.000145746 -0.00023124 0.000115455 -0.0788594 -0.0484767 0.217127 -0.114502 -7.70525e-05 -0.000163512 0.413984 -0.162706 -0.228893 -0.0904036 internal_weight=0 134238 133975 133943 133355 588 558 108 450 133293 133260 62 263 126 137 internal_count=134277 134238 133975 133943 133355 588 558 108 450 133293 133260 62 263 126 137 cat_boundaries=0 5 8 14 19 cat_threshold=0 262144 4 0 8704 536871424 0 17408 1310720 67239939 397888 696877184 34213954 8705 0 0 0 0 8704 is_linear=0 shrinkage=0.01 Tree=710 num_leaves=13 num_cat=3 split_feature=3 25 9 18 25 11 4 24 26 0 26 11 split_gain=125686 50214.6 72768 49478.9 45387 38195.7 33267.8 31544.1 57835.5 31683.8 2740.11 948.325 threshold=1048.2900000000002 0 1023.8910000000002 747.99000000000012 1 543.53000000000009 1066.3056000000001 2 2022.5000000000002 290.96350000000007 2022.5000000000002 751.80750000000012 decision_type=2 9 2 2 9 2 2 1 2 2 2 2 left_child=1 10 3 4 7 6 -6 8 -3 -9 -1 -7 right_child=-2 2 -4 -5 5 11 -8 9 -10 -11 -12 -13 leaf_value=0.13993339981788244 -0.60751414327060471 -0.098410072164548626 0.57541891780766574 0.49760192298889161 0.00085729101230943216 -0.25632746565909614 0.35859778440915618 -0.08877258006818288 0.077074719891720211 -0.45078325886726384 0.2224821218812322 -0.18469208746245414 leaf_weight=78 34 364 22 20 132570 42 26 734 388 25 83 33 leaf_count=78 34 364 22 20 132570 42 26 734 388 25 83 33 internal_value=0 0.000563762 0.000345519 0.000251271 0.000177141 0.000799768 0.000927438 -0.0541387 -0.00776414 -0.0993871 0.171818 -0.224808 internal_weight=0 134385 134224 134202 134182 132671 132596 1511 752 759 161 75 internal_count=134419 134385 134224 134202 134182 132671 132596 1511 752 759 161 75 cat_boundaries=0 5 11 12 cat_threshold=0 0 4 0 8192 2147745792 2098176 266240 687865856 33554432 8832 2645 is_linear=0 shrinkage=0.01 Tree=711 num_leaves=13 num_cat=4 split_feature=3 25 9 18 25 11 4 24 26 25 26 11 split_gain=123185 49215.3 71319.9 48494.3 44483.8 37435.6 32605.8 30916.3 56684.5 20837.8 2685.58 929.453 threshold=1048.2900000000002 0 1023.8910000000002 747.99000000000012 1 543.53000000000009 1066.3056000000001 2 2022.5000000000002 3 2022.5000000000002 751.80750000000012 decision_type=2 9 2 2 9 2 2 1 2 9 2 2 left_child=1 10 3 4 7 6 -6 8 -3 -9 -1 -7 right_child=-2 2 -4 -5 5 11 -8 9 -10 -11 -12 -13 leaf_value=0.13853405750714815 -0.6014389865538653 -0.097425970687316024 0.56966472333127804 0.49262591838836672 0.00084871817013322699 -0.25376419220651902 0.35501183454806989 -0.13922767463787314 0.076303973668014877 -0.027683493928844425 0.22025730385837786 -0.18284516565727466 leaf_weight=78 34 364 22 20 132570 42 26 475 388 284 83 33 leaf_count=78 34 364 22 20 132570 42 26 475 388 284 83 33 internal_value=0 0.000558125 0.000342063 0.000248759 0.000175369 0.00079177 0.000918164 -0.0535973 -0.0076865 -0.0983932 0.170099 -0.22256 internal_weight=0 134385 134224 134202 134182 132671 132596 1511 752 759 161 75 internal_count=134419 134385 134224 134202 134182 132671 132596 1511 752 759 161 75 cat_boundaries=0 5 11 12 18 cat_threshold=0 0 4 0 8192 2147745792 2098176 266240 687865856 33554432 8832 2645 0 0 4096 150994944 33554432 8704 is_linear=0 shrinkage=0.01 Tree=712 num_leaves=15 num_cat=4 split_feature=3 25 9 5 3 24 3 25 11 1 1 9 24 26 split_gain=120734 48236 69900.7 44381.9 73018.4 71868.1 60775.5 36420 106486 48330.3 35780 33302.7 29094.4 2632.13 threshold=1048.2900000000002 0 1023.8910000000002 254.90500000000003 232.66575000000003 1 8.3632500000000025 2 255.16525000000004 1066.3056000000001 437.49875000000003 80.809750000000022 3 2022.5000000000002 decision_type=2 9 2 2 2 1 2 9 2 2 2 2 1 2 left_child=1 13 3 7 5 6 -5 8 10 12 -3 -7 -9 -1 right_child=-2 2 -4 4 -6 11 -8 9 -10 -11 -12 -13 -14 -15 leaf_value=0.13714873423943152 -0.5954245937571806 -0.047177736052074794 0.56396805172616793 0.012250382659660879 -0.59526025959423612 -0.1995822496548357 0.52154853320121763 -0.014482024942237435 0.6815794014930725 0.38976538807153704 -0.45295683893290434 0.22507305526733398 0.0025054717983454817 0.21805472035005868 leaf_weight=78 34 1771 22 107 28 241 30 10989 20 32 22 20 120942 83 leaf_count=78 34 1771 22 107 28 241 30 10989 20 32 22 20 120942 83 internal_value=0 0.000552419 0.000338518 0.000246147 -0.101662 -0.0669362 0.115355 0.000570665 -0.0438208 0.00118378 -0.0521566 -0.160878 0.00108962 0.168398 internal_weight=0 134385 134224 134202 426 398 137 133776 1813 131963 1793 261 131931 161 internal_count=134419 134385 134224 134202 426 398 137 133776 1813 131963 1793 261 131931 161 cat_boundaries=0 5 6 12 13 cat_threshold=0 0 4 0 8192 833 2147746048 2098176 266240 956301312 33554432 8832 128 is_linear=0 shrinkage=0.01 Tree=713 num_leaves=12 num_cat=3 split_feature=3 25 9 18 5 3 24 25 1 1 26 split_gain=118331 47276.1 68509.6 47472.8 50922.5 87332.2 62966.9 40129.5 47371.2 36002.2 2579.76 threshold=1048.2900000000002 0 1023.8910000000002 747.99000000000012 254.90500000000003 232.66575000000003 1 2 1066.3056000000001 437.49875000000003 2022.5000000000002 decision_type=2 9 2 2 2 2 1 9 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=0.13577722748120627 -0.58947039099300613 -0.041415464448622312 0.55832839147611102 0.48740777206420904 0.10034244704519539 -0.65956878750412562 -0.1592689414847491 0.0010679895100727406 0.38586774080991748 -0.44842726972292773 0.21587419067520691 leaf_weight=78 34 1789 22 20 136 27 261 131915 32 22 83 leaf_count=78 34 1789 22 20 136 27 261 131915 32 22 83 internal_value=0 0.000546886 0.000335124 0.000243676 0.000171064 -0.109246 -0.0718184 0.000517905 0.00116122 -0.0461053 0.166715 internal_weight=0 134385 134224 134202 134182 424 397 133758 131947 1811 161 internal_count=134419 134385 134224 134202 134182 424 397 133758 131947 1811 161 cat_boundaries=0 5 6 12 cat_threshold=0 0 4 0 8192 833 2147746048 2098176 266240 956301312 33554432 8832 is_linear=0 shrinkage=0.01 Tree=714 num_leaves=22 num_cat=8 split_feature=3 25 24 26 26 25 11 24 26 25 25 6 4 0 2 1 3 26 0 25 24 split_gain=115976 46392.9 256012 112036 63471.8 38053.2 62050.4 32485 49602.3 49706.3 31703.1 31672.2 30118.9 41415.4 51127 47980.8 33690.4 34978 16678.9 10071.6 7787.5 threshold=1048.2900000000002 0 1 2022.5000000000002 2022.5000000000002 2 189.36750000000004 3 2022.5000000000002 4 5 1043.5418000000002 650.90000000000009 542.34225000000004 25.584650000000003 1066.3056000000001 80.954000000000022 2022.5000000000002 121.97500000000001 6 7 decision_type=2 9 1 2 2 9 2 1 2 9 9 2 2 2 2 2 2 2 2 9 1 left_child=1 2 3 -1 -4 6 7 8 19 -10 18 12 13 15 -15 -7 17 -14 -9 -3 -12 right_child=-2 5 4 -5 -6 11 -8 10 9 -11 20 -13 16 14 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.20492358609249717 -0.58357570087208466 -0.026185766922499604 0.083933435189919386 0.82657032360464844 -0.23863768408044439 0.00083819902759556426 0.5035330407619476 -0.1491076318583911 0.22273422619392133 -0.025401756136687759 0.030991275635632604 -0.34165839301215278 -0.22400333383083343 -0.081417024540244992 -0.58282855186462401 0.40080354229609172 0.51474596645521087 0.25281618107343096 -0.44510962630808354 -0.14364978862860622 -0.061333538247019148 leaf_weight=57 34 157 122 59 122 132232 20 395 135 184 122 27 25 109 25 30 23 40 20 160 321 leaf_count=57 34 157 122 59 122 132232 20 395 135 184 122 27 25 109 25 30 23 40 20 160 321 internal_value=0 0.000541373 0.112363 0.479748 -0.0743068 0.000232611 -0.0494518 -0.0571856 -0.00220583 0.0857947 -0.096786 0.000803968 0.000873822 0.000750896 -0.174964 0.00092892 0.185815 0.0694241 -0.159529 -0.0908312 -0.0357849 internal_weight=0 134385 360 116 244 134025 1514 1494 636 319 858 132511 132484 132396 134 132262 88 65 415 317 443 internal_count=134419 134385 360 116 244 134025 1514 1494 636 319 858 132511 132484 132396 134 132262 88 65 415 317 443 cat_boundaries=0 5 6 12 13 19 25 29 30 cat_threshold=0 262147 4 0 8192 1164 2147745792 2098176 266240 687865856 33554432 8832 2644 0 0 4096 134217728 0 8704 0 0 4096 150994944 0 8704 0 1024 4096 16777216 33 is_linear=0 shrinkage=0.01 Tree=715 num_leaves=18 num_cat=2 split_feature=18 7 9 6 0 25 0 15 25 7 11 6 5 0 0 0 7 split_gain=55864.2 49646.1 37437.1 436671 152709 79613.9 203618 77375.7 30308.2 78748.7 69674.1 50537.6 46035.6 34736.1 47745.5 12381.6 9990.25 threshold=571.7600000000001 783.98480000000006 38.267500000000005 482.64500000000004 290.96350000000007 0 91.825000000000003 270.60000000000008 1 657.87500000000011 751.80750000000012 442.27000000000004 441.68000000000006 175.33000000000001 166.14750000000004 201.25000000000003 1043.5418000000002 decision_type=2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 8 4 5 6 -4 -7 12 10 11 -10 13 14 -1 -15 -3 right_child=-2 16 3 -5 -6 7 -8 -9 9 -11 -12 -13 -14 15 -16 -17 -18 leaf_value=0.021353338391183568 -0.38316512070204084 -0.4291295405605744 0.094236915114871617 1.513106134414673 0.74879406739925514 -0.0046545112256435005 1.1073921721322197 -0.60172216133637857 -0.0014915423129859497 0.58359844891921331 0.51601776361465457 -0.19579924353801492 -0.33880661921368704 -0.30333749183019004 0.51054082000255585 -0.080792010529836034 -0.1563473443031311 leaf_weight=8275 38 29 358 20 29 1618 21 22 123611 23 26 134 36 30 20 150 25 leaf_count=8275 38 29 358 20 29 1618 21 22 123611 23 26 134 36 30 20 150 25 internal_value=0 0.000309251 0.000431077 0.0426501 0.0282901 0.0179411 0.146509 -0.0125872 -0.000228829 -0.00148435 -0.0015932 -0.00170195 0.0180136 0.0195505 0.0225328 -0.117883 -0.302841 internal_weight=0 134427 134373 2068 2048 2019 379 1640 132305 123794 123771 123745 8511 8475 8295 180 54 internal_count=134465 134427 134373 2068 2048 2019 379 1640 132305 123794 123771 123745 8511 8475 8295 180 54 cat_boundaries=0 5 11 cat_threshold=37748736 1048608 536872000 2147483648 16777216 1064960 69469186 1107689744 957939712 134377987 561 is_linear=0 shrinkage=0.01 Tree=716 num_leaves=20 num_cat=1 split_feature=18 9 3 3 24 3 3 2 5 22 1 26 9 13 6 0 3 26 8 split_gain=54752.5 43155.9 852851 67606.9 95895.3 285506 156830 73829.7 39034.8 30844.2 30823.3 28092.7 41645 25968.2 58561.1 24906.4 8229.02 5503.78 1943.29 threshold=571.7600000000001 362.49400000000003 232.66575000000003 441.87500000000006 0 1048.2900000000002 1048.2900000000002 1048.2900000000002 33.260025000000006 288.94250000000005 24.275832000000005 2022.5000000000002 783.98480000000006 147.53613000000004 140.11850000000001 783.48000000000013 650.90000000000009 2022.5000000000002 44.511250000000011 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 7 6 16 10 9 11 13 17 -3 18 15 -15 -1 -6 -5 -13 right_child=-2 2 -4 4 5 -7 -8 -9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20 leaf_value=0.00036058259456036239 -0.37933347287930941 0.20780685904351148 2.0543411273048036 0.074268570635467768 -0.055311474698655154 -1.4210293752496892 0.8460084617733955 0.45960173961094447 0.34355722916126252 0.39293775010108944 -0.43677143958707654 -0.062659330249510023 -0.49358683796599506 -0.044501403248335833 -0.5004091184139251 0.17685896986722946 -0.25180225666516864 -0.098933064223721973 -0.16972016822724115 leaf_weight=133368 38 22 21 32 47 22 20 35 20 20 24 88 32 463 30 80 39 43 21 leaf_count=133368 38 22 21 32 47 22 20 35 20 20 24 88 32 463 30 80 39 43 21 internal_value=0 0.000306159 0.145643 8.52674e-05 -0.172346 -0.370191 0.0353498 0.000377379 -0.0733881 0.000257398 -0.124849 -0.124547 -0.176404 0.000198763 -0.0722443 0.000466391 -0.144418 -0.0250337 -0.0832857 internal_weight=0 134427 204 134223 227 108 119 133996 183 133961 99 163 141 133941 493 133448 86 75 109 internal_count=134465 134427 204 134223 227 108 119 133996 183 133961 99 163 141 133941 493 133448 86 75 109 cat_boundaries=0 1 cat_threshold=679 is_linear=0 shrinkage=0.01 Tree=717 num_leaves=17 num_cat=1 split_feature=18 9 5 4 1 2 10 9 25 8 2 10 9 10 9 1 split_gain=53662.9 42297.1 327086 133326 45196.9 65111.6 36413.2 39058.5 34403.6 33412.1 31843.7 17353.8 10530.5 3541.18 2132.82 1487.23 threshold=571.7600000000001 362.49400000000003 120.129 1.1950000000000003 789.60480000000007 1048.2900000000002 638.18750000000011 245.22000000000006 0 61.171000000000014 37.260750000000009 747.99000000000012 442.89500000000004 950.63250000000005 783.98480000000006 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 4 3 9 5 6 7 8 -1 12 -9 -8 -3 -13 -14 -6 right_child=-2 2 -4 -5 15 -7 11 10 -10 -11 -12 13 14 -15 -16 -17 leaf_value=0.039348579732604042 -0.37554013791837193 -0.18263863102453098 1.2674746795322585 0.73108293557708925 -0.20585906515518826 0.41966029656899945 0.45664974876072095 -0.10323025486656348 -0.00048075000085871171 -0.42002988682852854 -0.53038579642772676 0.019025327123701571 -0.010165103423422662 0.2009657329061757 0.093315531781741554 -0.29556851444822374 leaf_weight=2195 38 35 23 22 42 37 23 137 131693 27 20 20 69 23 28 33 leaf_count=2195 38 35 23 22 42 37 23 137 131693 27 20 20 69 23 28 33 internal_value=0 0.000303097 0.144186 0.00144811 8.44147e-05 0.000221623 0.000105903 -9.71957e-06 0.000175127 -0.0995076 -0.157645 0.234934 -0.0339463 0.116342 0.0197056 -0.245331 internal_weight=0 134427 204 181 134223 134148 134111 134045 133888 159 157 66 132 43 97 75 internal_count=134465 134427 204 181 134223 134148 134111 134045 133888 159 157 66 132 43 97 75 cat_boundaries=0 6 cat_threshold=1048576 262146 256 419495936 143872 544 is_linear=0 shrinkage=0.01 Tree=718 num_leaves=17 num_cat=0 split_feature=18 9 5 4 1 2 6 5 6 2 8 4 26 9 6 9 split_gain=52595 41455.4 320577 130673 44297.5 63815.9 35163.8 227650 50112 46128.7 32747.2 18805.1 13435.9 10320.9 3246.18 2090.37 threshold=571.7600000000001 362.49400000000003 120.129 1.1950000000000003 789.60480000000007 1048.2900000000002 546.86500000000012 79.77300000000001 442.27000000000004 394.3250000000001 61.171000000000014 16.771710000000002 2022.5000000000002 442.89500000000004 482.64500000000004 783.98480000000006 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 8 11 9 -1 13 -8 -6 -3 -10 -15 right_child=-2 2 -4 -5 12 -7 7 -9 14 -11 -12 -13 -14 15 -16 -17 leaf_value=0.00031863477862849662 -0.37178473133789863 -0.18081224566698076 1.254799893627996 0.7237721168182113 -0.099791549682617192 0.41546371356861012 0.02973627846581595 1.0645286936863609 -0.36434619625409448 -0.14661661067855694 -0.4158295912212796 -0.31145621277037122 -0.36807847498357299 -0.010063449654026309 -0.21597397567897009 0.09238235722695079 leaf_weight=133724 38 35 23 22 35 37 70 23 30 214 27 21 40 69 29 28 leaf_count=133724 38 35 23 22 35 37 70 23 30 214 27 21 40 69 29 28 internal_value=0 0.000300095 0.142745 0.00143363 8.35994e-05 0.000219435 0.000104873 0.175659 -4.44821e-05 8.38684e-05 -0.0985126 -0.0490005 -0.242878 -0.0336068 -0.291417 0.0195085 internal_weight=0 134427 204 181 134223 134148 134111 114 133997 133938 159 91 75 132 59 97 internal_count=134465 134427 204 181 134223 134148 134111 114 133997 133938 159 91 75 132 59 97 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 4 26 7 26 0 split_gain=51548.4 48639.6 39202.4 193313 67414 32945 37195.5 271718 52876.5 54007.1 10477.5 9659.99 2896 1856.11 threshold=571.7600000000001 783.98480000000006 782.62500000000011 2022.5000000000002 1048.2900000000002 1048.2900000000002 0 1 783.48000000000013 1066.3056000000001 2022.5000000000002 1043.5418000000002 2022.5000000000002 1083.9006000000002 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 -9 -10 right_child=-2 11 3 4 -6 -7 8 12 13 -11 -12 -13 -14 -15 leaf_value=0.40469857827099887 -0.36806688371457552 -0.42394803128622727 -0.4338232321369237 0.1808682756838591 0.90582789897918703 0.2908874678000426 -8.029876099786971e-05 -0.18395262612236871 0.21425813386314793 -0.46491237087249759 0.59989079137281942 -0.15571249322891237 -0.28658975226538524 0.31309635262740287 leaf_weight=55 38 29 29 23 29 39 133932 54 38 25 55 25 56 38 leaf_count=55 38 29 29 23 29 39 133932 54 38 25 55 25 56 38 internal_value=0 0.000297094 0.000417679 0.220347 0.585173 0.000285026 0.000200607 0.127261 -1.74415e-05 -0.000167049 0.460437 -0.299765 -0.216521 0.263677 internal_weight=0 134427 134373 81 52 134292 134253 220 134033 133957 110 54 110 76 internal_count=134465 134427 134373 81 52 134292 134253 220 134033 133957 110 54 110 76 cat_boundaries=0 5 6 cat_threshold=1048576 262146 0 65536 139264 3237 is_linear=0 shrinkage=0.01 Tree=720 num_leaves=18 num_cat=2 split_feature=25 15 8 3 26 6 3 8 4 25 4 5 3 8 9 15 26 split_gain=62003.9 39581.8 36725.4 45212.2 118720 51654.4 120134 87672.5 58145.4 42380.7 26066.6 43597.4 12390.5 10639.3 10606.2 2448.88 229.466 threshold=0 153.79400000000004 804.02882000000011 782.62500000000011 2022.5000000000002 482.64500000000004 77.14060000000002 5.6142500000000011 1066.3056000000001 1 143.84840000000003 19.207500000000007 80.954000000000022 1048.2900000000002 86.608500000000006 255.07275000000001 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=16 2 3 5 -5 8 7 -7 9 -2 11 12 14 -4 15 -3 -1 right_child=1 10 13 4 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.21661144379671521 0.16739419052475377 -0.084158824580680025 -0.4409114271402359 -0.28093587815761567 0.59338698323180039 -0.19115389951888254 -0.90859439539909359 0.53294285213947301 0.43364908326056695 0.00031981520155515087 -0.39827420022752547 0.24468080821790192 -0.34759900938896904 -0.13646002985265418 0.12611633324623109 -0.14095402082618402 -0.19250131742453871 leaf_weight=77 142 157 22 25 41 102 20 20 31 133259 27 38 21 24 20 147 81 leaf_count=77 142 157 22 25 41 102 20 20 31 133259 27 38 21 24 20 147 81 internal_value=0 0.00013916 0.000440047 0.000537288 0.262204 0.000407997 -0.190216 -0.0724495 0.000610862 0.000510231 -0.0979658 -0.0767952 -0.112204 -0.282067 -0.0969471 -0.111622 -0.192093 internal_weight=0 134096 133686 133640 66 133574 142 122 133432 133401 410 383 345 46 324 304 158 internal_count=134254 134096 133686 133640 66 133574 142 122 133432 133401 410 383 345 46 324 304 158 cat_boundaries=0 5 10 cat_threshold=0 2 0 98304 131072 0 0 4 0 8192 is_linear=0 shrinkage=0.01 Tree=721 num_leaves=20 num_cat=2 split_feature=25 8 0 11 4 8 5 4 8 5 9 3 3 2 2 1 4 25 26 split_gain=60770.1 37874.1 131326 46465.3 45215.2 43972.5 39061.1 45858.5 50895.4 52041 38510.2 825462 197000 144527 80349.3 12153.8 4165.72 5264.19 224.899 threshold=0 166.11250000000004 133.40270000000001 751.80750000000012 1066.3056000000001 335.81400000000008 41.927000000000007 171.33900000000003 444.42060000000004 137.58000000000001 68.556262500000017 232.66575000000003 1048.2900000000002 271.95250000000004 783.48000000000013 84.373000000000005 48.489320000000006 1 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 left_child=18 3 6 4 10 -4 15 8 9 -8 12 13 14 -12 -2 16 17 -3 -1 right_child=1 2 5 -5 -6 -7 7 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.21444532746231404 0.0001579924596794665 -0.12547175084787701 -0.27156641771918849 0.35972319742043818 0.37052158399061724 -0.78862210101094743 0.48520047571348107 -0.27462641406059268 0.69736595867574214 -0.12375216868188646 -0.0026157790010347139 1.5697268911089217 -0.7972779978475264 0.85465493065118792 -0.35705260064866806 0.15435344954331717 -0.19944003592316922 -0.042992777900512404 -0.19057630185727722 leaf_weight=77 132054 116 38 36 33 29 23 20 20 36 1177 35 31 20 63 24 26 315 81 leaf_count=77 132054 116 38 36 33 29 23 20 20 36 1177 35 31 20 63 24 26 315 81 internal_value=0 0.000137893 -0.0761875 0.000507952 0.000411021 -0.495367 -0.027765 0.153124 0.261416 0.113636 0.000319451 0.0559698 -0.00019937 0.0117079 -1.23434e-05 -0.0649959 -0.0765154 -0.0691 -0.190172 internal_weight=0 134096 647 133449 133413 67 580 99 79 59 133380 1232 132148 1197 132117 481 457 431 158 internal_count=134254 134096 647 133449 133413 67 580 99 79 59 133380 1232 132148 1197 132117 481 457 431 158 cat_boundaries=0 5 10 cat_threshold=0 2 0 98304 131072 32768 131072 0 0 1 is_linear=0 shrinkage=0.01 Tree=722 num_leaves=20 num_cat=2 split_feature=25 8 0 11 4 8 5 4 8 5 9 3 3 2 2 1 4 25 26 split_gain=59560.7 37145.9 128696 45540.7 44315.4 43097.5 38296.2 44945.9 49882.6 51005.4 37743.9 809035 193080 141651 78750.3 11915.8 4080.35 5171.22 220.424 threshold=0 166.11250000000004 133.40270000000001 751.80750000000012 1066.3056000000001 335.81400000000008 41.927000000000007 171.33900000000003 444.42060000000004 137.58000000000001 68.556262500000017 232.66575000000003 1048.2900000000002 271.95250000000004 783.48000000000013 84.373000000000005 48.489320000000006 1 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 left_child=18 3 6 4 10 -4 15 8 9 -8 12 13 14 -12 -2 16 17 -3 -1 right_child=1 2 5 -5 -6 -7 7 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.21230087468376407 0.00015641255891812601 -0.12431661349440377 -0.26885074778607015 0.35612595667441688 0.36681638009620438 -0.78073586866773415 0.4803484600004943 -0.271880165040493 0.69039228689670562 -0.12251464896731908 -0.0025896209637897949 1.5540296102251328 -0.78930525164450371 0.84610832405090342 -0.35348206883385069 0.15280990858872731 -0.19744563859242661 -0.042576078986204594 -0.18867053408681611 leaf_weight=77 132054 116 38 36 33 29 23 20 20 36 1177 35 31 20 63 24 26 315 81 leaf_count=77 132054 116 38 36 33 29 23 20 20 36 1177 35 31 20 63 24 26 315 81 internal_value=0 0.000136389 -0.0754516 0.000502872 0.000406911 -0.490413 -0.0275164 0.151593 0.258802 0.1125 0.000316256 0.0554101 -0.000197377 0.0115908 -1.222e-05 -0.064381 -0.0757871 -0.0684481 -0.188271 internal_weight=0 134096 647 133449 133413 67 580 99 79 59 133380 1232 132148 1197 132117 481 457 431 158 internal_count=134254 134096 647 133449 133413 67 580 99 79 59 133380 1232 132148 1197 132117 481 457 431 158 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 5 19 25 2 3 6 3 4 9 17 9 4 0 split_gain=58375.4 38938 80478.9 75311.2 31133.8 30765.1 157595 148540 66947.1 41677.1 34607.2 84344.8 12676.4 15965.8 10095.3 5440.17 threshold=0 153.79400000000004 132.07150000000004 64.831750000000014 684.84926000000007 1 1048.2900000000002 782.62500000000011 657.87500000000011 782.62500000000011 481.77300000000008 783.98480000000006 190.68000000000004 62.555000000000007 650.90000000000009 4.4050000000000011 decision_type=9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 3 12 5 6 7 8 -2 10 11 -7 13 15 -12 -3 right_child=1 2 -4 -5 -6 9 -8 -9 -10 -11 14 -13 -14 -15 -16 -17 leaf_value=-0.18638801115343259 0.011041137679756443 -0.11502512890393181 -0.59580094114939375 0.43196715108279526 -0.38457704836413975 -0.0013745339985713262 0.8582405419783159 0.64435676072094894 -0.37948559945279903 -0.37412173954645794 0.34636484445072713 -0.63518465616873332 -0.34274830889701846 0.19037530899047853 0.11402477779653337 0.024588147824810398 leaf_weight=158 18665 280 30 29 21 114769 22 37 44 30 32 21 20 20 45 31 leaf_count=158 18665 280 30 29 21 114769 22 37 44 30 32 21 20 20 45 31 internal_value=0 0.0001349 -0.0971689 -0.0578032 0.00043333 0.000493819 0.0123606 0.0113745 0.0101227 -0.00144553 -0.00134832 -0.00149048 -0.0982686 -0.0834964 0.210582 -0.101109 internal_weight=0 134096 410 380 133686 133665 18768 18746 18709 114897 114867 114790 351 331 77 311 internal_count=134254 134096 410 380 133686 133665 18768 18746 18709 114897 114867 114790 351 331 77 311 cat_boundaries=0 5 11 cat_threshold=0 2 0 98304 131072 34652160 69468160 1208091716 2555379712 138998339 161 is_linear=0 shrinkage=0.01 Tree=724 num_leaves=21 num_cat=0 split_feature=8 15 2 5 5 3 6 3 2 5 6 18 26 5 5 8 17 8 4 5 split_gain=38338.1 31457.5 82166.2 74465.4 40132.4 179580 50303.5 130644 60916.6 39170.2 32227.2 47510.8 26324.9 14337.5 12498.6 11481.5 11444.1 8636.45 4940.39 2253.71 threshold=804.02882000000011 153.79400000000004 132.07150000000004 64.831750000000014 544.35000000000002 9.3117500000000017 482.64500000000004 77.14060000000002 1048.2900000000002 48.662000000000006 442.27000000000004 650.90000000000009 2022.5000000000002 1066.3056000000001 650.90000000000009 1048.2900000000002 185.76000000000002 30.610000000000003 2.991000000000001 783.48000000000013 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 4 3 16 6 13 8 9 10 12 11 -1 -8 14 -6 -2 17 18 -3 -16 right_child=15 2 -4 -5 5 -7 7 -9 -10 -11 -12 -13 -14 -15 19 -17 -18 -19 -20 -21 leaf_value=0.00020561726920418038 -0.43842477259428608 -0.077940160608948109 -0.60068980414291906 0.44787486723491121 -0.13246794004440307 0.93729082846641543 0.12734666431391681 -0.91565890698205865 0.40601251344423034 0.34273947691917422 0.33942257723637986 -0.45433175543080206 -0.23616044879743928 -0.24449695087614515 0.069973509112993881 -0.13924120035664789 -0.32029440820217131 0.10474271726608275 -0.24051127910614015 0.20315571290475351 leaf_weight=133440 23 286 29 28 25 25 27 21 37 20 28 23 76 21 24 29 20 25 20 27 leaf_count=133440 23 286 29 28 25 25 27 21 37 20 28 23 76 21 24 29 20 25 20 27 internal_value=0 7.54919e-06 -0.0876665 -0.0484114 0.000274908 0.181563 0.00010945 -0.186694 0.000310903 -0.0622361 0.000198454 0.000127286 -0.140872 -0.013212 0.0506957 -0.271572 -0.0880012 -0.0739654 -0.0885657 0.140482 internal_weight=0 134202 408 379 133794 122 133672 144 133528 123 133491 133463 103 97 76 52 351 331 306 51 internal_count=134254 134202 408 379 133794 122 133672 144 133528 123 133491 133463 103 97 76 52 351 331 306 51 is_linear=0 shrinkage=0.01 Tree=725 num_leaves=23 num_cat=7 split_feature=3 2 25 11 4 3 4 4 25 25 24 7 25 24 24 4 26 26 4 8 4 26 split_gain=76340.9 70420.7 55143.9 81163.6 43107.1 74768.6 50935.8 34092.5 47954.1 35048.6 130669 43463.4 29183.2 42167.4 28195.7 14855.2 14014.1 13701.8 11463.5 8008.73 1467.9 352.938 threshold=1048.2900000000002 1048.2900000000002 0 215.74175000000005 650.90000000000009 80.954000000000022 1066.3056000000001 293.27220000000005 1 2 3 657.87500000000011 4 5 6 398.32578000000007 2022.5000000000002 2022.5000000000002 363.67400000000004 73.217700000000022 783.48000000000013 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 9 9 1 2 9 1 1 2 2 2 2 2 2 2 left_child=1 2 3 12 7 6 20 9 18 10 -4 -11 13 17 16 -10 -14 -1 -9 -16 -6 -15 right_child=-2 -3 4 -5 5 -7 -8 8 15 11 -12 -13 14 21 19 -17 -18 -19 -20 -21 -22 -23 leaf_value=0.13073109186612641 0.43647258478403089 -0.4098679946717762 0.24475732768632444 0.55975790364401679 -0.10677486169905891 0.68300012207031247 0.39410311845632701 -0.41086953146891164 0.09438864746312986 -4.4531388053440951e-06 -0.055461758994483377 0.26271706702217223 0.07734883179535737 -0.26258222929321895 -0.082508163332585593 -0.096978425171814472 -0.035658803392665181 -0.098832105031380291 -0.20184906788972709 0.10656187917875207 -0.22366045602681961 -0.23594420133804789 leaf_weight=52 40 42 251 21 21 25 26 44 87 131696 323 63 222 101 864 76 217 52 65 23 22 98 leaf_count=52 40 42 251 21 21 25 26 44 87 131696 323 63 222 101 864 76 217 52 65 23 22 98 internal_value=0 -0.000458865 -0.000330876 -0.0576098 0.000385652 0.214456 0.0446939 0.000233932 -0.111607 0.000463812 0.0777618 0.000121157 -0.0659222 -0.153305 -0.0444631 0.00486388 0.02101 0.0145504 -0.262172 -0.0767404 -0.166577 -0.237528 internal_weight=0 134391 134349 1650 132699 94 69 132605 272 132333 574 131759 1629 303 1326 163 439 104 109 887 43 199 internal_count=134431 134391 134349 1650 132699 94 69 132605 272 132333 574 131759 1629 303 1326 163 439 104 109 887 43 199 cat_boundaries=0 6 11 17 18 23 24 25 cat_threshold=0 2359296 4096 1350598656 4329472 16384 32768 0 17408 0 1 2147483648 2 4 65536 33562688 8192 1190 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 4 21 3 9 20 21 split_gain=74821.7 69019.3 56358 28258.8 27756.8 29236.2 35556.7 1417.37 17.1147 threshold=1048.2900000000002 1048.2900000000002 1083.9006000000002 1066.3056000000001 212.98000000000002 782.62500000000011 255.16525000000004 10.593300000000001 302.00250100000005 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=-8.821241142378625e-05 0.43210788905620579 -0.40576930046081544 0.38989946120494118 -0.29302954847162421 -0.25509667265415192 0.28871506394658769 -0.10497320112622814 -0.14710197868801297 -0.24201436638832094 leaf_weight=133859 40 42 37 33 20 35 324 21 20 leaf_count=133859 40 42 37 33 20 35 324 21 20 internal_value=0 -0.000454135 -0.000327426 -0.000434925 -0.000363018 -0.000266092 -0.000341469 -0.213629 -0.248556 internal_weight=0 134391 134349 134312 134279 134218 134183 61 40 internal_count=134431 134391 134349 134312 134279 134218 134183 61 40 is_linear=0 shrinkage=0.01 Tree=727 num_leaves=22 num_cat=7 split_feature=3 2 25 11 4 3 26 4 25 25 24 12 25 24 24 4 26 26 4 5 26 split_gain=73332.7 67645.8 54027.2 79545.1 42564.6 73168 50570.7 33380.1 47016.1 34364.6 128155 30744.6 28604.9 41329 27622.7 14564.9 13724.8 13426.7 11233.1 10006.9 345.856 threshold=1048.2900000000002 1048.2900000000002 0 215.74175000000005 650.90000000000009 80.954000000000022 2022.5000000000002 293.27220000000005 1 2 3 93.857500000000016 4 5 6 398.32578000000007 2022.5000000000002 2022.5000000000002 363.67400000000004 154.54850000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 9 9 1 2 9 1 1 2 2 2 2 2 2 left_child=1 2 3 12 7 6 -6 9 18 10 -4 -11 13 17 16 -10 -14 -1 -9 -16 -15 right_child=-2 -3 4 -5 5 -7 -8 8 15 11 -12 -13 14 20 19 -17 -18 -19 -20 -21 -22 leaf_value=0.12942466093943669 0.42778678023815153 -0.40171161061241512 0.24238337416301745 0.55416121959686282 -0.30298596711112902 0.67660570831298827 0.25568117390884909 -0.40671227731487969 0.093535234352637983 -0.0002490662429936051 -0.054933870919831887 0.062921484982582834 0.076554933560861127 -0.25994473289735248 -0.071706550604864666 -0.095952550306131978 -0.035280518235149473 -0.097821931105393639 -0.19980309592760528 -0.29795616078376769 -0.23357532049928392 leaf_weight=52 40 42 251 21 26 25 43 44 87 130984 323 775 222 101 867 76 217 52 65 20 98 leaf_count=52 40 42 251 21 26 25 43 44 87 130984 323 775 222 101 867 76 217 52 65 20 98 internal_value=0 -0.000449594 -0.000324152 -0.0570202 0.000385083 0.213104 0.0451689 0.000234321 -0.110432 0.000461786 0.0770019 0.000122491 -0.0652491 -0.151762 -0.044004 0.00488538 0.0208003 0.0144153 -0.259517 -0.0759517 -0.235143 internal_weight=0 134391 134349 1650 132699 94 69 132605 272 132333 574 131759 1629 303 1326 163 439 104 109 887 199 internal_count=134431 134391 134349 1650 132699 94 69 132605 272 132333 574 131759 1629 303 1326 163 439 104 109 887 199 cat_boundaries=0 6 11 17 18 23 24 25 cat_threshold=0 2359296 4096 1350598656 4329472 16384 32768 0 17408 0 1 2147483648 2 4 65536 33562688 8192 1190 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 5 26 split_gain=71873.4 66299.7 52952.3 77962.1 32790 34793.3 29040.7 319162 36573.5 28035.7 40506.5 27073.1 13451.7 13159.5 9807.8 338.973 threshold=1048.2900000000002 1048.2900000000002 0 215.74175000000005 756.4475000000001 782.62500000000011 364.99000000000007 1 245.22000000000006 2 3 4 2022.5000000000002 2022.5000000000002 154.54850000000002 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 13 12 -11 -1 -13 -12 right_child=-2 -3 4 -5 -6 -7 7 -9 -10 11 15 14 -14 -15 -16 -17 leaf_value=0.12813042182188769 0.42350894105434422 -0.39769448961530418 0.00043241015165031474 0.54861959593636644 -0.34179176313536508 0.34097028148174291 0.51236833228306344 -0.19929151877562207 -0.10813861595592507 0.075789386227324201 -0.25734528591137124 -0.070989486072405822 -0.034927712794273133 -0.096843713888755206 -0.29497659707069396 -0.23123956725305442 leaf_weight=52 40 42 132090 21 28 30 100 140 311 222 101 867 217 52 20 98 leaf_count=52 40 42 132090 21 28 30 100 140 311 222 101 867 217 52 20 98 internal_value=0 -0.000444958 -0.000320771 -0.05645 0.000381373 0.000453617 0.000376601 0.110278 0.000177385 -0.0645966 -0.150244 -0.043564 0.0205923 0.0142711 -0.0751922 -0.232791 internal_weight=0 134391 134349 1650 132699 132671 132641 240 132401 1629 303 1326 439 104 887 199 internal_count=134431 134391 134349 1650 132699 132671 132641 240 132401 1629 303 1326 439 104 887 199 cat_boundaries=0 6 7 12 13 14 cat_threshold=0 2359296 4096 1350598656 4329472 16384 837 0 0 4096 0 131072 658 2148 is_linear=0 shrinkage=0.01 Tree=729 num_leaves=13 num_cat=3 split_feature=3 2 0 25 11 3 4 0 25 25 5 26 split_gain=70443 64980.5 55022.3 51700.9 76410.7 41165.9 31715.3 57841.8 43960.1 27477.8 14354.2 2524.48 threshold=1048.2900000000002 1048.2900000000002 1083.9006000000002 0 215.74175000000005 782.62500000000011 293.27220000000005 53.343499999999999 1 2 254.90500000000003 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 9 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=-0.12507059391807107 0.41927379095554351 -0.39371754555475141 0.38525757377212111 0.097396773248271368 0.54313340368725005 0.37066021343072258 -0.04442781168098648 -0.42065572819811231 9.9011953010668907e-05 -0.039279889742419187 -0.30281977642150154 -0.18280251559416452 leaf_weight=153 40 42 37 456 21 30 313 47 131816 1305 21 150 leaf_count=153 40 42 37 456 21 30 313 47 131816 1305 21 150 internal_value=0 -0.000440276 -0.00031733 -0.000423548 -0.0558855 0.000270459 0.000186701 -0.0935465 0.000441811 -0.0639507 -0.0431283 -0.148742 internal_weight=0 134391 134349 134312 1650 132662 132632 360 132272 1629 1326 303 internal_count=134431 134391 134349 134312 1650 132662 132632 360 132272 1629 1326 303 cat_boundaries=0 6 11 16 cat_threshold=0 2359296 4096 1350598656 4329472 16384 2147483648 2 4 65536 33562624 0 0 4096 0 131072 is_linear=0 shrinkage=0.01 Tree=730 num_leaves=19 num_cat=3 split_feature=25 24 26 25 11 11 14 2 3 26 7 5 2 10 11 26 14 26 split_gain=53146.3 54867.4 96218.3 38898.9 34709.6 83033.6 38256.5 83743.2 79806.7 118005 37065.7 186511 49717.6 13772.6 12890.2 1201.45 589.798 1.44265 threshold=0 1 2022.5000000000002 2 543.53000000000009 481.77300000000008 479.13100000000003 21.745000000000005 782.62500000000011 2022.5000000000002 657.87500000000011 3.2160235000000004 783.48000000000013 27.234500000000004 751.80750000000012 2022.5000000000002 630.11250000000007 2022.5000000000002 decision_type=9 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 15 5 6 8 16 10 -10 12 -12 -2 14 -6 -3 -8 -5 right_child=4 3 -4 17 13 -7 7 -9 9 -11 11 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.25263723860768711 -0.00085640147587110491 -0.10105375198217539 0.34776405351502554 -0.38155702899484079 -0.26089530145420747 0.6003391440018363 0.0112438934228637 -0.77994862651824948 -0.22069573766369696 0.67422457729897844 0.54589030721726328 -0.57072049981071837 0.27367390184691459 -0.42635264669145856 0.028843458656753813 -0.032743639291501515 -0.054476960897445678 -0.38386268862362566 leaf_weight=51 133655 52 56 51 34 23 22 20 23 41 52 21 66 21 28 51 36 58 leaf_count=51 133655 52 56 51 34 23 22 20 23 41 52 21 66 21 28 51 36 58 internal_value=0 -0.127835 0.0563272 -0.219136 -0.000581511 -0.000454889 -0.00055806 -0.221959 -0.000429048 0.352613 -0.000597924 0.224673 -0.000720903 -0.205015 -0.130046 -0.0612807 -0.0295484 -0.350617 internal_weight=0 319 107 212 134042 133959 133936 78 133858 64 133794 73 133721 83 62 103 58 109 internal_count=134361 319 107 212 134042 133959 133936 78 133858 64 133794 73 133721 83 62 103 58 109 cat_boundaries=0 6 7 13 cat_threshold=1048576 0 4 65536 8192 8192 1668 1048576 0 0 65536 0 8192 is_linear=0 shrinkage=0.01 Tree=731 num_leaves=17 num_cat=4 split_feature=25 24 26 25 18 11 3 26 4 1 24 5 11 26 26 11 split_gain=52088.7 53775.5 94303.6 38124.8 34038.4 40596.6 36079 72030.6 35632.4 36964.4 161081 41233.8 1905.03 1177.54 1.41394 0.255059 threshold=0 1 2022.5000000000002 2 484.61250000000007 543.53000000000009 782.62500000000011 2022.5000000000002 1066.3056000000001 437.49875000000003 3 783.48000000000013 751.80750000000012 2022.5000000000002 2022.5000000000002 648.37500000000011 decision_type=9 1 2 9 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 -1 13 5 6 8 -8 9 11 -11 -2 15 -3 -5 -7 right_child=4 3 -4 14 -6 12 7 -9 -10 10 -12 -13 -14 -15 -16 -17 leaf_value=-0.25011087281739008 -0.00083904659716494833 -0.10004321896112883 0.34428642954145161 -0.37774146182864321 0.28073127325191055 -0.26342423065848974 -0.21848877876996994 0.47482913904411844 0.33300821542739867 0.40466779047304452 -0.10291152584372752 -0.28523577521829047 -0.16436853690580891 -0.032416200263827452 -0.38002405758561758 -0.26197856513353496 leaf_weight=51 133528 52 56 51 43 23 23 43 32 101 139 51 33 51 58 26 leaf_count=51 133528 52 56 51 43 23 23 43 32 101 139 51 33 51 58 26 internal_value=0 -0.126557 0.055764 -0.216945 -0.000575696 -0.00066601 -0.000529808 0.233218 -0.000645066 -0.000724852 0.123268 -0.000947628 -0.223102 -0.0606679 -0.347111 -0.262657 internal_weight=0 319 107 212 134042 133999 133917 66 133851 133819 240 133579 82 103 109 49 internal_count=134361 319 107 212 134042 133999 133917 66 133851 133819 240 133579 82 103 109 49 cat_boundaries=0 6 7 13 14 cat_threshold=1048576 0 4 65536 8192 8192 1668 1048576 0 0 65536 0 8192 3109 is_linear=0 shrinkage=0.01 Tree=732 num_leaves=20 num_cat=3 split_feature=25 24 26 8 0 4 0 6 11 0 25 5 3 18 26 26 26 8 26 split_gain=51052.3 52705.4 92426.9 38127.5 139936 51595.1 71387.3 49263.2 196517 121104 37366.2 35029.1 151790 48108.8 28106.4 2438.28 1154.11 223.917 1.38581 threshold=0 1 2022.5000000000002 571.7600000000001 60.461000000000006 783.48000000000013 1083.9006000000002 442.27000000000004 3.4140000000000006 39.555000000000007 2 441.68000000000006 166.42500000000004 650.90000000000009 2022.5000000000002 2022.5000000000002 2022.5000000000002 804.02882000000011 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 15 6 7 11 9 -9 16 13 -13 -2 -7 -5 -3 -17 -12 right_child=3 10 -4 4 -6 14 -8 8 -10 -11 18 12 -14 -15 -16 17 -18 -19 -20 leaf_value=-0.24760976370058807 -0.00038753818493301859 -0.099042781958213214 0.3408435460499355 0.080772295849663875 -0.92093559378669365 0.016440043275554976 -0.45871016221887928 -0.071990551187441895 1.1004017429351807 0.71521586584008268 -0.37396404682421214 -0.038435313434311842 -0.96090229237079627 -0.47905826023646764 0.45138590420858982 -0.061190282178647595 -0.032092045241711185 -0.024881889700889587 -0.37622382690166606 leaf_weight=51 133456 52 56 21 21 24 34 130 20 23 51 165 20 21 39 33 51 35 58 leaf_count=51 133456 52 56 21 21 24 34 130 20 23 51 165 20 21 39 33 51 35 58 internal_value=0 -0.125292 0.0552063 -0.000569714 -0.186669 -0.000416911 -0.000551556 -0.000435164 0.168204 0.0463477 -0.214775 -0.000653435 -0.138161 -0.000462848 0.285692 -0.0134149 -0.0600612 -0.0425021 -0.34364 internal_weight=0 319 107 134042 110 133932 133869 133835 173 153 212 133662 185 133477 63 89 103 68 109 internal_count=134361 319 107 134042 110 133932 133869 133835 173 153 212 133662 185 133477 63 89 103 68 109 cat_boundaries=0 6 7 13 cat_threshold=1048576 0 4 65536 8192 8192 1668 1048576 0 0 65536 0 8192 is_linear=0 shrinkage=0.01 Tree=733 num_leaves=15 num_cat=0 split_feature=11 11 14 2 4 0 9 2 2 11 4 11 14 26 split_gain=45702.3 81261.8 41793.1 78446.9 44381.2 88819.8 35578.7 338633 63420.2 27334.9 3313.05 1537.26 1310.08 357.586 threshold=543.53000000000009 481.77300000000008 479.13100000000003 21.745000000000005 650.90000000000009 1083.9006000000002 65.156190000000024 160.61250000000001 1048.2900000000002 944.45425000000012 1066.3056000000001 648.37500000000011 630.11250000000007 2022.5000000000002 decision_type=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 -4 -6 right_child=9 -3 3 -5 10 -7 7 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.0011108966841806677 -0.26058230172032898 0.59363161087036131 0.011143723807551645 -0.77109036445617674 0.19443761878646912 -0.47198844289779668 0.016161622998355312 0.77820698634522856 -0.42684354182652068 0.094441184788942339 0.29364964152827411 -0.3614660659432411 -0.084929562747478496 0.14752223514246218 leaf_weight=132611 23 23 22 20 32 40 1324 61 35 20 33 44 40 33 leaf_count=132611 23 23 22 20 32 40 1324 61 35 20 33 44 40 33 internal_value=0 -0.000717989 -0.000819813 -0.22651 -0.000681878 -0.000837374 -0.000696764 0.0497246 -0.00122323 -0.229989 0.212048 -0.326834 -0.050839 0.170619 internal_weight=0 134274 134251 82 134169 134071 134031 1385 132646 87 98 67 62 65 internal_count=134361 134274 134251 82 134169 134071 134031 1385 132646 87 98 67 62 65 is_linear=0 shrinkage=0.01 Tree=734 num_leaves=21 num_cat=4 split_feature=25 24 26 8 0 3 1 8 24 0 0 25 18 11 1 13 26 26 8 26 split_gain=49924.6 51590.3 90656 37268 136444 47742.7 45721.7 186261 160225 132165 46376.5 36545.6 35731.7 36235 36583.8 35327.4 2399.88 1133.89 217.796 1.26217 threshold=0 1 2022.5000000000002 571.7600000000001 60.461000000000006 1048.2900000000002 437.49875000000003 27.296500000000005 2 27.356500000000004 121.97500000000001 3 484.61250000000007 308.79750000000007 25.388750000000005 638.18750000000011 2022.5000000000002 2022.5000000000002 804.02882000000011 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 16 6 12 8 9 -8 -10 17 13 15 -15 -2 -5 -3 -18 -13 right_child=3 11 -4 4 -6 -7 7 -9 10 -11 -12 19 -14 14 -16 -17 18 -19 -20 -21 leaf_value=-0.24522207596138412 -0.00072341383871163932 -0.098041247037740864 0.33756645066397534 0.079975684881210332 -0.90959223481693441 0.37991003744529955 0.52814526957919794 1.0142431714318014 -0.3591634536034814 -0.21209598092471851 0.17790212535858152 -0.36990002954707429 0.3018968298496344 -0.090252783745527268 -0.54107812476158146 0.29285921974879942 -0.060754964676770301 -0.031679695540783454 -0.024946314794676645 -0.37205664437392666 leaf_weight=51 133378 52 56 21 21 33 83 22 82 34 20 51 39 180 20 41 33 51 35 58 leaf_count=51 133378 52 56 21 21 33 83 22 82 34 20 51 39 180 20 41 33 51 35 58 internal_value=0 -0.123892 0.0546786 -0.000555691 -0.184545 -0.00040462 -0.00049835 0.137115 0.049002 0.288384 -0.231191 -0.212423 -0.000746482 -0.000834816 -0.135335 -0.000633195 -0.0134668 -0.0594142 -0.042324 -0.339867 internal_weight=0 319 107 134042 110 133932 133899 241 219 117 102 212 133658 133619 200 133419 89 103 68 109 internal_count=134361 319 107 134042 110 133932 133899 241 219 117 102 212 133658 133619 200 133419 89 103 68 109 cat_boundaries=0 6 7 8 14 cat_threshold=1048576 0 4 65536 8192 8192 1668 2357 1048576 0 0 65536 0 8192 is_linear=0 shrinkage=0.01 Tree=735 num_leaves=23 num_cat=2 split_feature=1 24 0 5 5 0 9 5 6 6 18 24 5 26 6 26 5 5 5 2 1 26 split_gain=52500.4 206097 160646 145166 33235 110912 106911 76831.2 53179.2 34610.4 99795.1 23480.9 18048.4 18312.1 14760.3 13032.8 9363.64 10185.8 3230.83 2681.32 562.92 1531.11 threshold=437.49875000000003 0 27.356500000000004 25.592500000000005 400.11250000000007 79.448400000000007 2.2125000000000004 364.99000000000007 482.64500000000004 442.27000000000004 650.90000000000009 1 43.669000000000011 2022.5000000000002 657.87500000000011 2022.5000000000002 441.68000000000006 481.77300000000008 1066.3056000000001 8.0855000000000015 543.20000000000016 2022.5000000000002 decision_type=2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=4 2 15 19 7 6 16 8 9 10 11 -1 13 -10 -15 -2 -6 -18 -19 20 -3 -22 right_child=1 3 -4 -5 5 -7 -8 -9 12 -11 -12 -13 -14 14 -16 -17 17 18 -20 -21 21 -23 leaf_value=-0.010110841988260904 0.8508176329802899 -0.23380605470050467 -0.077185917960272896 0.63782270431518551 -0.29858407048078683 -0.78003717515779591 0.64686325502395636 0.4676320504631315 0.067124372084935505 0.35078796906130655 -0.60872436187885426 0.0011632828799309053 -0.44133898963928225 -0.39353438010138853 -0.11580300903320312 0.5895376605987549 0.10586065774614162 -0.10475714147347828 -0.23693428781899539 -0.39475285720825198 -0.34148836355942946 -0.23491848997771742 leaf_weight=22135 42 33 36 20 26 23 20 35 30 28 27 111417 25 31 50 35 22 116 22 20 26 28 leaf_count=22135 42 33 36 20 26 23 20 35 30 28 27 111417 25 31 50 35 22 116 22 20 26 28 internal_value=0 0.146995 0.435687 -0.133654 -0.00103981 -0.121407 -0.0478707 -0.000833764 -0.00095636 -0.000755177 -0.000828866 -0.000705968 -0.198599 -0.143928 -0.222095 0.732054 -0.122573 -0.0939716 -0.125829 -0.290346 -0.266345 -0.28623 internal_weight=0 240 113 127 134007 229 206 133778 133743 133607 133579 133552 136 111 81 77 186 160 138 107 87 54 internal_count=134247 240 113 127 134007 229 206 133778 133743 133607 133579 133552 136 111 81 77 186 160 138 107 87 54 cat_boundaries=0 1 2 cat_threshold=2108 129 is_linear=0 shrinkage=0.01 Tree=736 num_leaves=27 num_cat=5 split_feature=25 1 24 0 5 24 5 0 5 7 4 3 6 6 3 26 6 25 26 1 24 1 1 26 26 26 split_gain=70545 67324.3 220705 172050 142342 56054 33160 96423.9 75152.9 69927.9 62964.1 60473.5 45277.5 33853.6 26328.6 21675.5 15923.1 12614.3 8181.76 3893.27 2050.4 616.327 1347.13 517.877 499.197 45.6629 threshold=0 437.49875000000003 1 27.356500000000004 25.592500000000005 2 400.11250000000007 79.448400000000007 364.99000000000007 95.913750000000007 1066.3056000000001 52.107000000000006 482.64500000000004 442.27000000000004 15.582750000000003 2022.5000000000002 26.856100000000005 3 2022.5000000000002 59.998500000000007 4 789.60480000000007 543.20000000000016 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 left_child=5 6 3 15 21 17 8 9 10 11 12 16 13 -2 -14 -3 -8 18 -1 20 23 22 -4 -7 -22 -19 right_child=1 2 4 -5 -6 19 7 -9 -10 -11 -12 -13 14 -15 -16 -17 -18 25 -20 -21 24 -23 -24 -25 -26 -27 leaf_value=0.013516947056384796 -0.00047132634311594038 0.95601658267852585 -0.31472073284355373 -0.057667488915579657 0.63144447612762444 -0.22728799539453842 -0.0069120469322571385 -0.75141949718648737 0.46295575697517161 0.46481041804603912 0.50131907329559322 -0.58796136761705076 -0.1227100745362973 0.34728007887090956 -0.50195956154303123 0.61057522935025832 -0.31000267352163791 0.072380343826723773 -0.16692535788924606 -0.31576346606016159 -0.12218609202768384 -0.32661890146486899 -0.22454702409108482 -0.26590131229078268 -0.15443677642470913 0.061486561184837703 leaf_weight=47 132969 39 37 35 20 68 130 22 35 23 25 24 109 28 22 34 20 71 54 24 97 34 30 71 95 84 leaf_count=47 132969 39 37 35 20 68 130 22 35 23 25 24 109 28 22 34 20 71 54 24 97 34 30 71 95 84 internal_value=0 -0.000273197 0.171042 0.474795 -0.128681 -0.107103 -0.000567289 -0.123517 -0.000365123 -0.0533962 -0.00048691 -0.121895 -0.000581143 -0.000398114 -0.186401 0.795126 -0.0473241 0.0072376 -0.0754835 -0.187497 -0.183861 -0.291942 -0.274344 -0.230433 -0.131305 0.0624477 internal_weight=0 133636 229 108 121 611 133407 219 133188 197 133153 174 133128 132997 131 73 150 256 101 355 331 101 67 139 192 155 internal_count=134247 133636 229 108 121 611 133407 219 133188 197 133153 174 133128 132997 131 73 150 256 101 355 331 101 67 139 192 155 cat_boundaries=0 6 7 8 14 15 cat_threshold=2147745792 0 4096 16777216 0 640 2108 595 0 0 0 16777216 0 640 1284 is_linear=0 shrinkage=0.01 Tree=737 num_leaves=23 num_cat=2 split_feature=25 1 1 3 5 26 1 5 0 9 5 4 6 6 4 3 3 3 7 26 25 1 split_gain=69141.1 65984.6 56200.1 72408.1 94037.1 70893.1 43139.1 32500.1 94505 107425 73657.4 61711.1 44376.5 33179.9 26170.2 25804.7 21604.3 15922.7 10356.5 7486.99 4252.51 524.416 threshold=0 437.49875000000003 480.00160000000005 127.48600000000002 64.831750000000014 2022.5000000000002 650.90000000000009 400.11250000000007 79.448400000000007 2.2125000000000004 364.99000000000007 1066.3056000000001 482.64500000000004 442.27000000000004 79.720000000000013 15.582750000000003 52.107000000000006 74.412199999999999 12.987 2022.5000000000002 1 789.60480000000007 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 left_child=14 7 -3 4 5 6 -4 10 9 16 11 12 13 -2 17 -14 18 19 -9 -1 -21 -7 right_child=1 2 3 -5 -6 21 -8 8 -10 -11 -12 -13 15 -15 -16 -17 -18 -19 -20 20 -22 -23 leaf_value=-0.073306974380466017 -0.00046661309906601293 0.50478939056396488 0.01597001861780882 -0.47261979317665104 0.78984296798706055 -0.16778236611684164 0.5033321505501156 -0.055697349488062972 -0.74390530445358982 0.64182758378982541 0.4583261501363346 0.49630588321685792 -0.12148297437013836 0.34380728134087157 0.24799607706069945 -0.49693994728001684 -0.41030620694160463 -0.39715075635910035 -0.29976581478118897 -0.17480782801781466 -0.067360526892515996 -0.11266175274338042 leaf_weight=281 132969 41 32 20 21 45 42 133 22 20 35 25 109 28 20 22 24 20 20 189 101 28 leaf_count=281 132969 41 32 20 21 45 42 133 22 20 35 25 109 28 20 22 24 20 20 189 101 28 internal_value=0 -0.000270465 0.169332 0.0961732 0.163887 0.0744643 0.292581 -0.000561616 -0.122282 -0.0528622 -0.000361472 -0.000482041 -0.000575332 -0.000394133 -0.106032 -0.184537 -0.131358 -0.119807 -0.0876017 -0.110093 -0.145737 -0.14664 internal_weight=0 133636 229 188 168 147 74 133407 219 197 133188 133153 133128 132997 611 131 177 591 153 571 290 73 internal_count=134247 133636 229 188 168 147 74 133407 219 197 133188 133153 133128 132997 611 131 177 591 153 571 290 73 cat_boundaries=0 6 10 cat_threshold=2147745792 0 4096 16777216 0 640 0 0 4096 16777216 is_linear=0 shrinkage=0.01 Tree=738 num_leaves=25 num_cat=6 split_feature=25 1 24 0 24 0 14 4 9 4 3 25 26 25 26 1 26 1 1 24 26 26 14 26 split_gain=67815.7 64671.5 215957 168827 54990.7 50616 31034.1 50562.1 47537.6 31474.8 91778.3 32708.4 20888.3 12400.8 11816.9 13956.3 7986.45 7689.08 3827.16 2084.61 489.464 476.471 187.911 38.8077 threshold=0 437.49875000000003 1 27.356500000000004 2 118.92600000000002 630.11250000000007 1066.3056000000001 1023.8910000000002 481.77300000000008 77.14060000000002 3 2022.5000000000002 4 2022.5000000000002 650.90000000000009 2022.5000000000002 650.90000000000009 59.998500000000007 5 2022.5000000000002 2022.5000000000002 739.41125000000011 2022.5000000000002 decision_type=9 2 1 2 1 2 2 2 2 2 2 9 2 9 2 2 2 2 2 1 2 2 2 2 left_child=4 6 3 12 13 14 7 8 9 11 -11 -2 -3 16 17 -16 -1 -4 19 20 -6 -21 -8 -15 right_child=1 2 5 -5 18 -7 22 -9 -10 10 -12 -13 -14 23 15 -17 -18 -19 -20 21 -22 -23 -24 -25 leaf_value=0.014114848705048257 0.11999936516020034 0.94322100825798816 -0.4678843196868897 -0.059489806311471119 -0.22432929817368003 0.32032795619964605 -0.26049348986148835 0.44048710878078751 0.46426271265203306 -0.27769315605965733 0.43149543155323378 -0.00067240450399108577 0.6041106204425587 0.072390667686999685 0.01362552293141683 -0.30291739812264079 -0.16416068183051216 -0.20482219934463503 -0.31176032339533172 -0.12013021872215664 -0.26186842387830711 -0.15163825468013162 -0.22226349799997278 0.062347839673360189 leaf_weight=47 215 39 25 35 68 20 20 26 22 107 22 132959 34 71 30 26 54 20 24 97 71 95 36 84 leaf_count=47 215 39 25 35 68 20 20 26 22 107 22 132959 34 71 30 26 54 20 24 97 71 95 36 84 internal_value=0 -0.00026776 0.167638 0.468163 -0.105011 -0.128657 -0.000556 -0.000457161 -0.000543151 -0.000619861 -0.156746 -0.000468628 0.785279 0.00817924 -0.230303 -0.133341 -0.0738854 -0.350968 -0.184623 -0.180983 -0.227161 -0.129001 -0.235917 0.0628906 internal_weight=0 133636 229 108 611 121 133407 133351 133325 133303 129 133174 73 256 101 56 101 45 355 331 139 192 56 155 internal_count=134247 133636 229 108 611 121 133407 133351 133325 133303 129 133174 73 256 101 56 101 45 355 331 139 192 56 155 cat_boundaries=0 6 7 8 13 19 20 cat_threshold=2147745792 0 4096 16777216 0 640 2108 595 0 262146 0 65536 139328 0 0 0 16777216 0 640 1284 is_linear=0 shrinkage=0.01 Tree=739 num_leaves=25 num_cat=6 split_feature=25 1 24 0 24 0 14 4 9 4 3 25 26 25 26 1 26 1 1 24 26 26 14 26 split_gain=66466.3 63384.5 211660 165468 53896.4 49608.7 30416.6 49555.9 46591.6 30848.5 89952 32086.1 20472.6 12154 11581.8 13678.6 7827.52 7536.06 3751 2043.12 479.724 466.99 184.172 38.0354 threshold=0 437.49875000000003 1 27.356500000000004 2 118.92600000000002 630.11250000000007 1066.3056000000001 1023.8910000000002 481.77300000000008 77.14060000000002 3 2022.5000000000002 4 2022.5000000000002 650.90000000000009 2022.5000000000002 650.90000000000009 59.998500000000007 5 2022.5000000000002 2022.5000000000002 739.41125000000011 2022.5000000000002 decision_type=9 2 1 2 1 2 2 2 2 2 2 9 2 9 2 2 2 2 2 1 2 2 2 2 left_child=4 6 3 12 13 14 7 8 9 11 -11 -2 -3 16 17 -16 -1 -4 19 20 -6 -21 -8 -15 right_child=1 2 5 -5 18 -7 22 -9 -10 10 -12 -13 -14 23 15 -17 -18 -19 -20 21 -22 -23 -24 -25 leaf_value=0.013973703485854128 0.11885270607471465 0.93378876704436087 -0.46320548210144041 -0.058894895144871305 -0.22208600479013779 0.31712468624114992 -0.25788856077194217 0.43608220852338347 0.45962010470303627 -0.27491622351353689 0.42718050458214502 -0.00066568095157703221 0.59806950565646677 0.071666767630778574 0.013489275614420574 -0.29988822409739863 -0.16251907516408851 -0.20277397298812866 -0.30864272038141888 -0.11892891640515671 -0.25924974102369497 -0.15012187223685416 -0.22004085267169607 0.061724366063163401 leaf_weight=47 215 39 25 35 68 20 20 26 22 107 22 132959 34 71 30 26 54 20 24 97 71 95 36 84 leaf_count=47 215 39 25 35 68 20 20 26 22 107 22 132959 34 71 30 26 54 20 24 97 71 95 36 84 internal_value=0 -0.000264994 0.165962 0.463481 -0.103961 -0.127371 -0.00055035 -0.0004525 -0.00053763 -0.000613573 -0.155179 -0.000463852 0.777426 0.00809745 -0.228 -0.132007 -0.0731465 -0.347458 -0.182777 -0.179173 -0.22489 -0.127711 -0.233558 0.0622617 internal_weight=0 133636 229 108 611 121 133407 133351 133325 133303 129 133174 73 256 101 56 101 45 355 331 139 192 56 155 internal_count=134247 133636 229 108 611 121 133407 133351 133325 133303 129 133174 73 256 101 56 101 45 355 331 139 192 56 155 cat_boundaries=0 6 7 8 13 19 20 cat_threshold=2147745792 0 4096 16777216 0 640 2108 595 0 262146 0 65536 139328 0 0 0 16777216 0 640 1284 is_linear=0 shrinkage=0.01 Tree=740 num_leaves=12 num_cat=1 split_feature=25 7 6 18 6 5 6 6 0 6 7 split_gain=48269.3 43411.1 42380.8 83474.9 42006.3 36721.2 36547.1 116156 111038 14094.1 11489.9 threshold=0 657.87500000000011 783.98480000000006 650.90000000000009 78.948750000000018 1066.3056000000001 166.79600000000002 162.20850000000004 242.89125000000004 1043.5418000000002 1043.5418000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 5 10 6 7 -2 -8 -4 -3 right_child=1 4 9 -5 -6 -7 8 -9 -10 -11 -12 leaf_value=-0.20083751181761425 0.00023961531821366778 -0.00069681952148675926 0.40349272525671759 -0.56673078005130484 -0.62870756673812866 -0.34988036574920017 -0.042620166477897473 0.58480897587011837 -0.60654571440977023 0.098459677507302584 -0.28521722636439584 leaf_weight=110 133101 40 33 26 20 30 620 34 37 28 22 leaf_count=110 133101 40 33 26 20 30 620 34 37 28 22 internal_value=0 -0.000187508 -4.66692e-05 -0.000166768 -0.230205 -5.66914e-05 2.17491e-05 0.000388903 -0.0743785 0.263478 -0.101656 internal_weight=0 133991 133909 133848 82 133822 133792 133135 657 61 62 internal_count=134101 133991 133909 133848 82 133822 133792 133135 657 61 62 cat_boundaries=0 5 cat_threshold=0 2 0 0 576 is_linear=0 shrinkage=0.01 Tree=741 num_leaves=19 num_cat=2 split_feature=2 24 0 0 2 6 25 18 6 6 0 14 4 1 26 6 26 26 split_gain=53395.5 217360 227553 179234 58019.6 49471.9 44602.8 43044.2 39963 106213 104836 50964.2 44774 35045.9 28795.6 20817 14806.5 2809.54 threshold=437.49875000000003 0 66.360000000000014 118.92600000000002 783.48000000000013 783.98480000000006 1 650.90000000000009 166.79600000000002 162.20850000000004 242.89125000000004 80.710000000000008 650.90000000000009 24.275832000000005 2022.5000000000002 1043.5418000000002 2022.5000000000002 2022.5000000000002 decision_type=2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 13 4 16 6 17 8 9 12 11 -10 -8 14 -2 -7 -3 -1 right_child=1 3 -4 -5 -6 15 7 -9 10 -11 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.16227772776897137 0.085173124805573486 0.024679235719865366 1.0865375575152312 -1.3348944005966186 -0.67739640065601892 0.47655189514160157 0.00012003510448578057 -0.39209790587425231 -0.068899931563396508 0.56766652643680571 -0.59471997329512161 0.32386551039559502 0.22324012727538745 0.32647591781616214 -0.31663555343945821 0.089956959801224562 -0.27159803506490343 -0.26526219359150643 leaf_weight=52 31 31 22 20 28 30 132896 28 589 33 37 35 90 20 42 26 37 54 leaf_count=52 31 31 22 20 28 30 132896 28 589 33 37 35 90 20 42 26 37 54 internal_value=0 -0.152269 0.1582 -0.436104 -0.294283 -0.000101446 -0.000225806 -5.57394e-05 2.63718e-05 0.000411797 -0.0775362 -0.0468698 0.000271035 -0.0443958 -0.146004 0.297061 -0.13653 -0.196229 internal_weight=0 231 115 116 96 133870 133814 133708 133680 133019 661 624 132986 93 73 56 68 106 internal_count=134101 231 115 116 96 133870 133814 133708 133680 133019 661 624 132986 93 73 56 68 106 cat_boundaries=0 1 6 cat_threshold=2353 0 2 0 0 576 is_linear=0 shrinkage=0.01 Tree=742 num_leaves=20 num_cat=1 split_feature=2 24 3 6 6 18 6 6 13 14 9 4 3 5 2 2 6 26 2 split_gain=52333 213034 463056 60969.5 48487.4 42151 39408.3 104161 90871.6 141759 41434.2 40061.6 101806 34729.5 27761.5 25380.3 20402.8 18070.2 1019.69 threshold=437.49875000000003 0 11.163000000000002 8.3632500000000025 783.98480000000006 650.90000000000009 166.79600000000002 162.20850000000004 105.04150000000001 80.710000000000008 233.76189000000002 650.90000000000009 70.511215000000021 1066.3056000000001 783.48000000000013 1048.2900000000002 1043.5418000000002 2022.5000000000002 648.37500000000011 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 15 14 5 6 7 11 9 10 -8 13 -13 -1 17 18 -6 -3 -2 right_child=1 3 -4 -5 16 -7 8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 leaf_value=2.7145625355169434e-05 -0.076665759398823696 -0.1000113764830998 1.5127618362790063 -0.97124426460266111 0.47178640111287434 -0.38817692501204354 -0.067316938676923718 0.56198987512877496 -0.62444551213034272 0.67108537628100462 -0.51938393212500078 0.033380053362084765 0.83987103319168088 -0.37272516495250169 -0.6433478982631976 -0.44575988292694091 0.089057392306052724 -0.42134969581876486 -0.0017365714907646179 leaf_weight=132973 42 35 21 20 30 28 587 33 29 26 21 72 20 25 26 20 26 35 32 leaf_count=132973 42 35 21 20 30 28 587 33 29 26 21 72 20 25 26 20 26 35 32 internal_value=0 -0.150746 0.156618 -0.431743 -0.000100431 -0.000223548 -0.000142353 0.000240664 -0.077048 -0.0520093 -0.0829311 0.000101377 0.208704 -4.29217e-05 -0.36432 -0.129689 0.294091 -0.260681 -0.0442639 internal_weight=0 231 115 116 133870 133814 133786 133123 663 634 608 133090 92 132998 96 94 56 70 74 internal_count=134101 231 115 116 133870 133814 133786 133123 663 634 608 133090 92 132998 96 94 56 70 74 cat_boundaries=0 1 cat_threshold=2353 is_linear=0 shrinkage=0.01 Tree=743 num_leaves=19 num_cat=2 split_feature=2 24 0 0 2 6 25 18 6 0 6 13 4 1 26 6 26 26 split_gain=51291.5 208795 220653 175151 56090.9 47522.5 43713.7 41348.4 38386.8 102310 102027 75681.2 43042.2 34147 28149.7 19996.8 14135.9 2754.32 threshold=437.49875000000003 0 66.360000000000014 118.92600000000002 783.48000000000013 783.98480000000006 1 650.90000000000009 166.79600000000002 242.89125000000004 162.20850000000004 105.04150000000001 650.90000000000009 24.275832000000005 2022.5000000000002 1043.5418000000002 2022.5000000000002 2022.5000000000002 decision_type=2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 13 4 16 6 17 8 10 11 12 -10 -8 14 -2 -7 -3 -1 right_child=1 3 -4 -5 -6 15 7 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.16064227260076083 0.083760270764750816 0.025713590421984272 1.0691434907913209 -1.3156027317047119 -0.66360344001225058 0.46706851641337077 0.00011926450380096312 -0.38429515446935386 -0.024151164723340168 -0.58690700118606154 0.55636996572667907 -0.60865219406459647 0.21888172644707893 0.32157184219360352 -0.31351588777133399 0.0881668234215333 -0.26377683394664042 -0.26260972455695825 leaf_weight=52 31 31 22 20 28 30 132896 28 601 37 33 23 90 20 42 26 37 54 leaf_count=52 31 31 22 20 28 30 132896 28 601 37 33 23 90 20 42 26 37 54 internal_value=0 -0.149238 0.155052 -0.427425 -0.286912 -9.94268e-05 -0.000221312 -5.29497e-05 2.75279e-05 -0.07599 0.000405275 -0.0456953 0.000267315 -0.0445125 -0.14481 0.29115 -0.131803 -0.194261 internal_weight=0 231 115 116 96 133870 133814 133708 133680 661 133019 624 132986 93 73 56 68 106 internal_count=134101 231 115 116 96 133870 133814 133708 133680 661 133019 624 132986 93 73 56 68 106 cat_boundaries=0 1 6 cat_threshold=2353 0 2 0 0 576 is_linear=0 shrinkage=0.01 Tree=744 num_leaves=22 num_cat=7 split_feature=7 25 6 6 24 25 9 6 3 25 5 1 25 4 25 3 25 6 7 26 7 split_gain=46468.2 43619.7 39665.4 39251.8 36279.5 132109 144618 227052 126114 98438 100066 306652 94286.7 82477.4 59791.7 46455 20659.6 12925.7 11460.1 1906.68 172.53 threshold=657.87500000000011 0 78.948750000000018 783.98480000000006 1 2 9.0774200000000018 20.073375000000006 782.62500000000011 3 273.10998000000006 161.49750000000009 4 650.90000000000009 5 400.11250000000007 6 1043.5418000000002 1043.5418000000002 2022.5000000000002 783.98480000000006 decision_type=2 9 2 2 1 9 2 2 2 9 2 2 9 2 9 2 9 2 2 2 2 left_child=1 19 18 4 5 6 14 -8 13 15 12 -12 -11 -7 -3 16 -6 -5 20 -1 -2 right_child=2 3 -4 17 9 8 7 -9 -10 10 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.15197920545454949 0.0072419044971466064 0.19655043227598071 -0.62420336484909056 0.3876737811348655 -0.15058078432373884 0.00085353997920261748 0.2113563970147177 1.356464075177908 0.62911240354180342 0.1604246523123625 0.086272366349235435 1.3659212096532187 -0.0033996606828536617 0.56421954056391355 0.038284402235745862 -0.50282883467881578 -0.045969877761381957 0.095557081603578148 -0.2926656392346258 -0.22920748186833931 -0.033797350653580256 leaf_weight=62 20 246 20 33 195 51436 129 20 32 343 173 21 73705 26 3974 23 3505 28 23 66 21 leaf_count=62 20 246 20 33 195 51436 129 20 32 343 173 21 73705 26 3974 23 3505 28 23 66 21 internal_value=0 -0.000205394 -0.23548 -2.22243e-05 -0.000137824 0.00601257 0.0587431 0.365062 0.00152811 -0.00454485 -0.00202509 0.224791 -0.0026196 0.00113817 0.0480668 -0.0546526 -0.0520144 0.253587 -0.114003 -0.177901 -0.0137782 internal_weight=0 134017 84 133889 133828 55863 4369 149 51494 77965 74242 194 74048 51462 4220 3723 3700 61 64 128 41 internal_count=134101 134017 84 133889 133828 55863 4369 149 51494 77965 74242 194 74048 51462 4220 3723 3700 61 64 128 41 cat_boundaries=0 5 6 12 18 24 29 34 cat_threshold=0 2 0 0 524864 1138 2185232384 67241984 452 675479552 33574912 134218753 2151677952 67239936 324 1086390272 33689602 134234112 1048576 262145 8192 16777216 134225920 544 2147483648 0 4 65536 33558528 0 0 4 65536 33685504 is_linear=0 shrinkage=0.01 Tree=745 num_leaves=24 num_cat=5 split_feature=1 25 1 2 2 24 0 26 0 2 0 0 4 25 1 26 24 25 1 26 4 26 26 split_gain=50327.1 38958.3 39179.9 146405 39098.8 269151 261557 106630 58989.8 40736 35439.6 32911.9 34884.3 39014.8 15979.8 13907.7 6051.12 6651.31 2812.87 1086.94 771.74 442.044 6.2344 threshold=789.60480000000007 0 437.49875000000003 185.38000000000002 437.49875000000003 1 33.677000000000014 2022.5000000000002 57.417500000000011 783.48000000000013 121.97500000000001 1083.9006000000002 783.48000000000013 2 650.90000000000009 2022.5000000000002 3 4 543.20000000000016 2022.5000000000002 1066.3056000000001 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 1 2 2 2 2 2 2 2 9 2 2 1 9 2 2 2 2 2 left_child=1 16 4 10 11 6 7 -6 9 -7 14 12 13 -3 18 -2 21 22 -4 -19 -14 -1 -18 right_child=15 2 3 -5 5 8 -8 -9 -10 -11 -12 -13 20 -15 -16 -17 17 19 -20 -21 -22 -23 -24 leaf_value=-0.0031784915924072264 -0.092836582800921261 0.057551498609686336 -0.14809619647485239 0.95858696889877326 0.40660262183139195 -0.22262064538896084 1.2463310986473446 -0.29317117560143563 -0.92061624487241112 -0.66920410410563147 0.4267585301399231 0.29880265300338332 -0.21179734679404646 0.00010743726138138397 0.15731355711817741 -0.35718320873876414 -0.038348553445604117 -0.12930495325442964 -0.017983462810516358 -0.1725216040511926 -0.28514525450192968 -0.042737067875109218 -0.043176410603073409 leaf_weight=56 34 1183 54 20 38 64 21 51 24 30 20 37 32 132211 32 48 54 113 24 120 26 57 53 leaf_count=56 34 1183 54 20 38 64 21 51 24 30 20 37 32 132211 32 48 54 113 24 120 26 57 53 internal_value=0 0.000238291 0.000554946 0.162081 0.000373792 -0.130467 0.222268 0.00560865 -0.440771 -0.365147 0.0395416 0.000597269 0.00051459 0.0006212 -0.0308615 -0.247576 -0.0913331 -0.113352 -0.108062 -0.145325 -0.244677 -0.0212521 -0.0372579 internal_weight=0 134320 133867 150 133717 228 110 89 118 94 130 133489 133452 133394 110 82 453 340 78 233 58 113 107 internal_count=134402 134320 133867 150 133717 228 110 89 118 94 130 133489 133452 133394 110 82 453 340 78 233 58 113 107 cat_boundaries=0 5 6 12 13 15 cat_threshold=0 67108865 0 16777216 134742080 569 2148532224 2359298 4100 65664 33694208 8224 328 0 67108864 is_linear=0 shrinkage=0.01 Tree=746 num_leaves=16 num_cat=2 split_feature=3 25 6 25 2 0 4 4 2 6 6 1 0 26 26 split_gain=63584.2 40083.2 34715.5 28851.2 87238.5 74437.8 72101.4 57836.3 45700.7 27213.6 19172.5 3777.75 3785.09 3174.56 1917.32 threshold=1048.2900000000002 0 1043.5418000000002 1 1048.2900000000002 1083.9006000000002 481.77300000000008 783.48000000000013 7.8458250000000005 150.61000000000004 177.87500000000003 14.594500000000002 14.594500000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 6 5 7 8 -5 9 -3 -10 12 14 -8 -1 right_child=-2 2 -4 4 -6 -7 13 -9 10 -11 -12 -13 -14 -15 -16 leaf_value=-0.059917198997913021 0.42625755746023997 0.024056060576964255 -0.35177901257361682 -0.0010178373171861191 0.58975477371215823 0.50555102118130391 0.50280235971723286 -0.36363704308147798 -0.068656310980300325 -0.11650616608347213 0.21860513369242351 -0.22902780055999755 -0.22285202312469485 0.33602353007793428 -0.10287198022704258 leaf_weight=202 35 8518 28 124329 25 29 21 44 728 140 24 20 20 25 214 leaf_count=202 35 8518 28 124329 25 29 21 44 728 140 24 20 20 25 214 internal_value=0 -2.47407e-05 0.000297423 0.000371077 -0.00090923 -0.001028 0.0172008 -0.00114612 0.0152884 0.0217832 -0.0594884 -0.0926083 -0.0884746 0.412162 -0.0820141 internal_weight=0 134367 133911 133883 124427 124402 9456 124373 9410 8658 752 456 436 46 416 internal_count=134402 134367 133911 133883 124427 124402 9456 124373 9410 8658 752 456 436 46 416 cat_boundaries=0 5 11 cat_threshold=0 67108865 0 16777216 134742080 2152988800 539362306 1107447812 1611993216 33694210 8352 is_linear=0 shrinkage=0.01 Tree=747 num_leaves=15 num_cat=0 split_feature=3 1 18 1 3 6 5 14 4 15 7 26 1 2 split_gain=62318.9 37867.1 40892.2 36373.5 159398 38713.9 66760.2 54284.9 51947.2 30326.5 29955.6 22185.9 11381.7 11253.3 threshold=1048.2900000000002 789.60480000000007 571.7600000000001 437.49875000000003 9.3117500000000017 121.28400000000001 160.61250000000001 144.03567200000003 1066.3056000000001 550.80000000000007 177.34800000000004 2022.5000000000002 650.90000000000009 14.594500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 12 8 7 -7 9 -1 -8 -3 13 -5 right_child=-2 11 -4 4 -6 6 10 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.00049141781634087116 0.42199495588030134 -0.013565890043973922 -0.32788965513831692 -0.1355348488688469 0.80782241805394495 -0.050422337870672351 -0.4282401995005003 0.40483484153394345 0.41656109078725179 -0.23021892355199444 0.012767651587724686 -0.35349483374506235 0.1396696188643172 0.13621821737289427 leaf_weight=133022 35 32 38 64 30 875 67 27 30 57 20 48 37 20 leaf_count=133022 35 32 38 64 30 875 67 27 30 57 20 48 37 20 internal_value=0 -2.44933e-05 0.000105079 0.00019792 0.155315 2.32516e-05 -0.0623112 -0.0367949 0.000486396 0.000392601 -0.326859 -0.217523 -0.00646355 -0.0708317 internal_weight=0 134367 134287 134249 151 134098 989 902 133109 133079 87 80 121 84 internal_count=134402 134367 134287 134249 151 134098 989 902 133109 133079 87 80 121 84 is_linear=0 shrinkage=0.01 Tree=748 num_leaves=14 num_cat=6 split_feature=3 25 6 16 25 24 2 25 1 5 24 25 16 split_gain=61078.8 39267.4 33960.9 29390.7 30142.5 134745 85425.7 83311.2 55492.6 27476.5 6339.96 6967.88 1561.34 threshold=1048.2900000000002 0 1043.5418000000002 557.40000000000009 1 2 1048.2900000000002 3 38.83100000000001 1066.3056000000001 4 5 756.4475000000001 decision_type=2 9 2 2 9 1 2 9 2 2 1 9 2 left_child=1 10 3 4 5 7 9 -3 -7 -6 -1 -12 -5 right_child=-2 2 -4 12 6 8 -8 -9 -10 -11 11 -13 -14 leaf_value=-0.020193136145428912 0.41777503749302453 0.23256807400334267 -0.3479344868234226 -0.18106627183301108 -0.0009588010711896783 -0.011369989294557991 0.58359101333618169 0.04404038904572527 -0.15544417251546475 -0.3543924139033664 -0.036850940332574356 -0.14645625395677528 -0.28868295438014546 leaf_weight=113 35 238 28 28 123565 4831 25 4865 283 22 108 235 26 leaf_count=113 35 238 28 28 123565 4831 25 4865 283 22 108 235 26 internal_value=0 -2.42484e-05 0.00029462 0.00036747 0.000461586 0.0169605 -0.000903408 0.0532708 -0.0193051 -0.00102172 -0.0916608 -0.113967 -0.232882 internal_weight=0 134367 133911 133883 133829 10217 123612 5103 5114 123587 456 343 54 internal_count=134402 134367 133911 133883 133829 10217 123612 5103 5114 123587 456 343 54 cat_boundaries=0 5 11 12 17 18 20 cat_threshold=0 67108865 0 16777216 134742080 2152988800 539362306 1111642116 1611989120 33694210 8352 1079 0 2 4 65536 33693696 328 0 67108864 is_linear=0 shrinkage=0.01 Tree=749 num_leaves=17 num_cat=5 split_feature=3 25 6 16 25 24 4 2 1 13 24 25 16 26 26 26 split_gain=59863.3 38523.1 33285.1 28805.8 29454.6 139392 128110 83715.1 51539.9 35324.1 6218.22 6836.45 1530.27 1092.82 426.374 1.23578 threshold=1048.2900000000002 0 1043.5418000000002 557.40000000000009 1 2 481.77300000000008 1048.2900000000002 65.656500000000008 362.49400000000003 3 4 756.4475000000001 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 9 1 2 2 2 2 1 9 2 2 2 2 left_child=1 10 3 4 5 6 -3 9 -7 -6 14 13 -5 -12 -1 -13 right_child=-2 2 -4 12 7 8 -8 -9 -10 -11 11 15 -14 -15 -16 -17 leaf_value=-0.0021807515621185304 0.4135972420828683 0.051938660949715429 -0.34445514329842164 -0.17925560797963822 -0.0011298883259174028 -0.013525373795457341 0.85393634510040284 0.57775504760742191 -0.17152318897070706 0.18236531480153403 -0.13514650195252662 -0.049965727293669292 -0.28579612692961326 -0.18099794601494412 -0.041031844741419743 -0.051879302333382997 leaf_weight=56 35 4830 28 28 123957 4676 20 25 216 105 102 67 26 106 57 68 leaf_count=56 35 4830 28 28 123957 4676 20 25 216 105 102 67 26 106 57 68 internal_value=0 -2.39515e-05 0.00029188 0.000364002 0.000457176 0.0171912 0.0551322 -0.00085792 -0.0204597 -0.000974587 -0.0907879 -0.112879 -0.230553 -0.151242 -0.0200076 -0.0474172 internal_weight=0 134367 133911 133883 133829 9742 4850 124087 4892 124062 456 343 54 208 113 135 internal_count=134402 134367 133911 133883 133829 9742 4850 124087 4892 124062 456 343 54 208 113 135 cat_boundaries=0 5 11 12 13 18 cat_threshold=0 67108865 0 16777216 134742080 2152988672 539362306 1107447812 1611993220 33694210 8352 1079 328 0 1 0 16777216 64 is_linear=0 shrinkage=0.01 Tree=750 num_leaves=27 num_cat=6 split_feature=0 6 0 24 25 9 9 9 9 25 25 5 18 1 1 1 25 0 9 0 0 9 0 5 0 25 split_gain=69421.4 174518 54105 29992 70400 71740.7 60618.4 60819.9 144116 59655 58408.2 100370 38727.7 37703.7 34633.7 23119.2 16500.6 28606.6 13049.5 13004.6 14758.1 3956.24 2928.44 2869.6 2423.1 210.916 threshold=542.34225000000004 81.106025000000017 431.47500000000008 0 1 482.64500000000004 553.50000000000011 362.49400000000003 396.4661000000001 2 3 364.99000000000007 203.08300000000006 480.00160000000005 395.70800000000008 44.610000000000007 4 232.94400000000005 482.64500000000004 643.62800000000016 1083.9006000000002 783.98480000000006 479.65650000000011 34.546000000000006 783.48000000000013 5 decision_type=2 2 2 1 9 2 2 2 2 9 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 left_child=2 15 3 4 14 9 7 10 -9 25 12 -12 -5 -11 16 19 23 -18 -10 -2 24 -8 -4 -1 -21 -6 right_child=1 -3 22 6 5 -7 21 8 18 13 11 -13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 leaf_value=-0.11162519979224504 -0.31505068381627399 -1.0304402765360745 0.19653175935149192 0.029615138034436772 0.19310097862243653 0.55474064948766133 -0.20493642149002927 0.89075186692751374 -0.12247947699493832 -0.005501370928653041 0.00051752765636631681 0.28519383711199608 -0.33645595879390322 -0.41971584710207849 -0.45480530955574727 0.19961552124023438 -0.048366446409589259 0.32257751351311093 0.18665508725426413 -0.048689147654701684 -0.24392782047816686 -0.34830788516081301 0.31399705921731341 -0.22236114287376402 0.07255008921027184 0.10172369440523987 leaf_weight=366 30 22 44 8340 115 23 38 26 36 19538 103086 124 29 22 22 25 2077 21 22 34 35 39 41 25 32 107 leaf_count=366 30 22 44 8340 115 23 38 26 36 19538 103086 124 29 22 22 25 2077 21 22 34 35 39 41 25 32 107 internal_value=0 -0.196641 0.000976059 0.000816139 -0.00976546 -0.00342777 0.00293004 0.00312372 0.272104 -0.00407847 0.00292122 0.000859464 0.0283128 -0.00596421 -0.0595409 -0.0790541 -0.0562864 -0.0444416 -0.00522154 -0.132235 -0.0779337 -0.277553 0.253191 -0.115745 0.0100935 0.155342 internal_weight=0 178 134141 134056 22316 19805 111740 111663 84 19782 111579 103210 8369 19560 2511 156 2489 2098 58 131 101 77 85 391 66 222 internal_count=134319 178 134141 134056 22316 19805 111740 111663 84 19782 111579 103210 8369 19560 2511 156 2489 2098 58 131 101 77 85 391 66 222 cat_boundaries=0 1 7 13 19 24 30 cat_threshold=2176 37765120 67242241 33575172 1104707712 33559042 134234112 256 0 8208 402653184 40960 513 2153005056 67240003 413700 1092157568 168432194 134234240 4194304 1 4 20971648 33554434 0 0 8208 0 8192 1 is_linear=0 shrinkage=0.01 Tree=751 num_leaves=16 num_cat=0 split_feature=4 0 6 3 0 9 2 13 9 2 1 0 0 26 0 split_gain=117588 48568.7 137500 72384.5 70910.1 40960 119543 169624 83213.8 44031.5 20549.8 15052.6 8583.21 20651.2 227.985 threshold=1066.3056000000001 542.34225000000004 81.106025000000017 1048.2900000000002 431.47500000000008 166.79600000000002 171.33900000000003 196.52100000000004 162.20850000000004 1048.2900000000002 44.610000000000007 643.62800000000016 1083.9006000000002 2022.5000000000002 479.65650000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 4 5 8 7 -7 9 -1 11 -3 13 -13 -6 right_child=-2 2 -4 -5 14 6 -8 -9 -10 -11 -12 12 -14 -15 -16 leaf_value=0.0011229490661337977 -0.61510837155003706 -0.31190019015471143 -0.94597405505180365 0.44941256377432082 0.30913140249806781 -0.078247694611242827 -0.61627355123177552 0.81694088957526467 0.55624303484404525 -0.3536125559125628 0.19761937618255615 0.13507192850112915 -0.18558244200313795 -0.24016613580963828 0.27596272295713425 leaf_weight=133312 31 30 20 36 43 559 39 22 27 35 25 44 34 22 40 leaf_count=133312 31 30 20 36 43 559 39 22 27 35 25 44 34 22 40 internal_value=0 0.000849413 -0.165636 0.00106665 0.000946273 0.000765275 -0.0803265 -0.0443507 0.00114224 0.00102984 -0.0649472 -0.115441 -0.0565029 0.00999257 0.293146 internal_weight=0 134288 175 134113 134077 133994 620 581 133374 133347 155 130 100 66 83 internal_count=134319 134288 175 134113 134077 133994 620 581 133374 133347 155 130 100 66 83 is_linear=0 shrinkage=0.01 Tree=752 num_leaves=16 num_cat=0 split_feature=4 0 6 3 0 9 2 13 9 2 0 0 26 0 0 split_gain=115248 47602.2 134764 70944 69499 40144.9 117164 166249 81557.8 43155.3 12622.2 4616.98 9403.93 6330.98 223.449 threshold=1066.3056000000001 542.34225000000004 81.106025000000017 1048.2900000000002 431.47500000000008 166.79600000000002 171.33900000000003 196.52100000000004 162.20850000000004 1048.2900000000002 643.62800000000016 1083.9006000000002 2022.5000000000002 783.48000000000013 479.65650000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 4 5 8 7 -7 9 -1 -3 12 13 -12 -6 right_child=-2 2 -4 -5 14 6 -8 -9 -10 -11 11 -13 -14 -15 -16 leaf_value=0.0011117195906630347 -0.60895729587924097 -0.23139070519379207 -0.93651429200172431 0.44491839382383563 0.3060400833293449 -0.077465217596916269 -0.61011081223304464 0.8087714958190918 0.55068054497241981 -0.35007642037527903 0.0076258786825033334 -0.10328319025039673 -0.10801154425067287 0.23538876823757005 0.27320307227969171 leaf_weight=133312 31 35 20 36 43 559 39 22 27 35 26 40 31 23 40 leaf_count=133312 31 35 20 36 43 559 39 22 27 35 26 40 31 23 40 internal_value=0 0.000840919 -0.16398 0.00105599 0.00093681 0.000757622 -0.0795232 -0.0439072 0.00113081 0.00101954 -0.0642977 -0.0155623 0.0282982 0.114535 0.290215 internal_weight=0 134288 175 134113 134077 133994 620 581 133374 133347 155 120 80 49 83 internal_count=134319 134288 175 134113 134077 133994 620 581 133374 133347 155 120 80 49 83 is_linear=0 shrinkage=0.01 Tree=753 num_leaves=17 num_cat=3 split_feature=4 0 6 3 0 24 3 25 25 12 4 1 0 0 26 0 split_gain=112955 46654.9 132082 69532.3 68116 27200.9 100770 82048.9 57840.2 63052.6 40286 20166.9 14495.8 8289.99 20002.1 219.002 threshold=1066.3056000000001 542.34225000000004 81.106025000000017 1048.2900000000002 431.47500000000008 0 364.63500000000005 1 2 137.61420000000001 481.77300000000008 44.610000000000007 643.62800000000016 1083.9006000000002 2022.5000000000002 479.65650000000011 decision_type=2 2 2 2 2 1 2 9 9 2 2 2 2 2 2 2 left_child=1 3 11 4 5 6 7 -1 10 -10 -7 12 -3 14 -14 -6 right_child=-2 2 -4 -5 15 8 -8 -9 9 -11 -12 -13 13 -15 -16 -17 leaf_value=-0.054931487011984893 -0.60286771312836673 -0.30646727675199509 -0.92714915561676026 0.4404692757129669 0.3029796806151091 0.026086407560806914 0.51210445027899099 -0.0019606532157427311 0.0002108763452546533 0.13621784467969025 0.36603399957929339 0.19645410461425783 0.13260965466499328 -0.18269377484041102 -0.23668435427275572 0.27047105032205582 leaf_weight=3453 31 30 20 36 43 8727 37 18813 102587 342 35 25 44 34 22 40 leaf_count=3453 31 30 20 36 43 8727 37 18813 102587 342 35 25 44 34 22 40 internal_value=0 0.00083251 -0.16234 0.00104543 0.000927442 0.000750046 -0.00933022 -0.0102009 0.00276351 0.000662719 0.027413 -0.0636547 -0.113676 -0.0558382 0.00951165 0.287313 internal_weight=0 134288 175 134113 134077 133994 22303 22266 111691 102929 8762 155 130 100 66 83 internal_count=134319 134288 175 134113 134077 133994 22303 22266 111691 102929 8762 155 130 100 66 83 cat_boundaries=0 1 7 13 cat_threshold=2176 37797888 67242753 33575300 1104711840 33559042 134234112 2153005056 67239939 413764 1092157568 168432194 134234240 is_linear=0 shrinkage=0.01 Tree=754 num_leaves=18 num_cat=0 split_feature=0 6 0 3 9 2 13 9 9 2 3 1 26 26 0 0 0 split_gain=64489.9 162026 49666.6 68226.8 39380.9 115054 162902 79939.7 63446.9 42313.5 39218.8 21818.9 16370.3 7685.9 5834.45 3599.58 1269.77 threshold=542.34225000000004 81.106025000000017 431.47500000000008 1048.2900000000002 166.79600000000002 171.33900000000003 196.52100000000004 162.20850000000004 1023.8910000000002 1048.2900000000002 650.90000000000009 44.610000000000007 2022.5000000000002 2022.5000000000002 1083.9006000000002 783.48000000000013 479.65650000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 11 3 4 7 6 8 9 -6 10 -1 12 15 16 -14 -2 -4 right_child=1 -3 13 -5 5 -7 -8 -9 -10 -11 -12 -13 14 -15 -16 -17 -18 leaf_value=0.0011370522591221456 -0.088579350958267841 -0.99293284784663816 0.28335547164634423 0.43606454822752211 -0.054204836595907947 -0.60463343656359192 0.80050127116116609 0.5451086656804438 -0.57977233691141006 -0.34672694069998605 -0.24842559571185757 0.1944895545959473 -0.33757207607521728 0.13683401266210957 -0.13392938931783041 0.053483948861399011 0.38848266410827637 leaf_weight=133275 42 22 27 36 535 39 22 27 24 35 63 25 34 38 24 31 20 leaf_count=133275 42 22 27 36 535 39 22 27 24 35 63 25 34 38 24 31 20 internal_value=0 -0.18953 0.000938615 0.000785394 0.000668471 -0.0788448 -0.0435509 0.00103802 -0.0767695 0.000927882 0.00101914 -0.0762298 -0.127894 0.242588 -0.253306 -0.0282511 0.32809 internal_weight=0 178 134141 134056 134020 620 581 133400 559 133373 133338 156 131 85 58 73 47 internal_count=134319 178 134141 134056 134020 620 581 133400 559 133373 133338 156 131 85 58 73 47 is_linear=0 shrinkage=0.01 Tree=755 num_leaves=21 num_cat=4 split_feature=7 0 5 24 7 7 16 18 24 0 0 25 25 26 26 7 6 4 7 7 split_gain=41938.3 136709 69856.5 42411.9 43095.3 35221.4 32033.6 27249 26419.9 83568 80910.3 77490.1 68524.6 63689.5 18190.5 11081.5 3757.4 6794.36 1065.45 242.325 threshold=276.13500000000005 166.14750000000004 120.129 0 657.87500000000011 260.15900000000005 756.4475000000001 650.90000000000009 1 542.34225000000004 479.65650000000011 2 3 2022.5000000000002 2022.5000000000002 657.87500000000011 57.990000000000002 8.3020000000000014 441.87500000000006 364.41700000000009 decision_type=2 2 2 1 2 2 2 2 1 2 2 9 9 2 2 2 2 2 2 2 left_child=5 2 3 4 18 6 7 8 9 11 12 -1 -10 -11 -12 16 17 -5 19 -2 right_child=1 -3 -4 15 -6 -7 -8 -9 10 13 14 -13 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.24884371717097395 -0.023488281071186067 -0.7319617974758148 0.3620976234126736 -0.1405785314667255 0.37323648482561111 0.32679740363901311 -0.32136034892451376 0.35204057693481444 0.16413350786742581 -0.064209373968618894 0.1452800297536529 -0.007886015268184856 0.0018880995215919652 -0.75764068181698141 0.3779868168446977 -0.33691933843285543 -0.026404309391975404 -0.34265476161241532 -0.1235945746709 -0.067205476079668314 leaf_weight=108 32 32 37 99 32 33 31 22 251 27 78 33346 99966 26 59 43 20 20 22 21 leaf_count=108 32 32 37 99 32 33 31 22 251 27 78 33346 99966 26 59 43 20 20 22 21 internal_value=0 -0.108239 -0.0470148 -0.0993925 0.0603551 0.000139525 5.90274e-05 0.000133451 7.56148e-05 -0.0076115 0.00264275 -0.00698518 0.00231102 -0.404383 0.245497 -0.186385 -0.153226 -0.174541 -0.0650936 -0.0408102 internal_weight=0 358 326 289 107 133947 133914 133883 133861 33507 100354 33454 100217 53 137 182 139 119 75 53 internal_count=134305 358 326 289 107 133947 133914 133883 133861 33507 100354 33454 100217 53 137 182 139 119 75 53 cat_boundaries=0 1 2 8 12 cat_threshold=1348 2184 0 1 8192 0 8192 544 1048576 2 4 16875520 is_linear=0 shrinkage=0.01 Tree=756 num_leaves=22 num_cat=3 split_feature=7 2 16 24 7 7 2 7 16 2 2 24 2 18 25 0 7 7 9 7 7 split_gain=41104 136585 63526.2 49696.4 40193.6 34520.5 32697.9 32002.2 31396.2 28218.5 37544 46012.5 47695.8 33349.5 30867.3 30102.8 10697.2 7478.99 3933.27 4227.33 768.74 threshold=276.13500000000005 77.14060000000002 5.558002000000001 0 657.87500000000011 260.15900000000005 211.13750000000002 550.05000000000007 756.4475000000001 1048.2900000000002 394.3250000000001 1 648.37500000000011 484.61250000000007 2 11.040900000000002 783.98480000000006 482.16800000000006 9.2947500000000023 364.41700000000009 364.41700000000009 decision_type=2 2 2 1 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 left_child=5 2 3 4 17 8 -3 18 9 10 13 12 -12 14 -1 -13 -9 20 19 -5 -2 right_child=1 6 -4 7 -6 -7 -8 16 -10 -11 11 15 -14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.073811957849817089 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133883 133847 222 114 133625 133584 108 45 86 118 98 63 cat_boundaries=0 1 2 8 cat_threshold=1796 2169 0 262146 4 151027712 0 8192 is_linear=0 shrinkage=0.01 Tree=757 num_leaves=21 num_cat=4 split_feature=7 0 5 24 7 7 16 18 24 0 0 25 25 26 26 7 6 4 7 7 split_gain=40286.1 133250 68610.5 41059.1 41817.4 33833.5 30771.5 26271 25896.3 81889.8 79299.2 76075.8 66710.1 62446.4 17844.9 10820.8 3733.49 6591.53 975.104 246.057 threshold=276.13500000000005 166.14750000000004 120.129 0 657.87500000000011 260.15900000000005 756.4475000000001 650.90000000000009 1 542.34225000000004 479.65650000000011 2 3 2022.5000000000002 2022.5000000000002 657.87500000000011 57.990000000000002 8.3020000000000014 441.87500000000006 364.41700000000009 decision_type=2 2 2 1 2 2 2 2 1 2 2 9 9 2 2 2 2 2 2 2 left_child=5 2 3 4 18 6 7 8 9 11 12 -1 -10 -11 -12 16 17 -5 19 -2 right_child=1 -3 -4 15 -6 -7 -8 -9 10 13 14 -13 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.24656734959553864 -0.02327684685587883 -0.7218651336431503 0.35980687038318532 -0.13812123157535539 0.36781980849802492 0.32029413158243353 -0.31496527049810658 0.3456658348170194 0.16195318656862923 -0.063466338404902706 0.14377972294313787 -0.0078087750166468189 0.0018702350168710903 -0.75009656832768368 0.37426533152996483 -0.33184563620492469 -0.023908231794834138 -0.33715825486183165 -0.11992829926989294 -0.067329402878170921 leaf_weight=108 32 32 37 99 32 33 31 22 251 27 78 33346 99966 26 59 43 20 20 22 21 leaf_count=108 32 32 37 99 32 33 31 22 251 27 78 33346 99966 26 59 43 20 20 22 21 internal_value=0 -0.106085 -0.0456405 -0.097549 0.0595986 0.000137104 5.82086e-05 0.000131151 7.43623e-05 -0.0075362 0.00261593 -0.0069162 0.00228752 -0.400304 0.24304 -0.183149 -0.150326 -0.171573 -0.0639627 -0.0407316 internal_weight=0 358 326 289 107 133947 133914 133883 133861 33507 100354 33454 100217 53 137 182 139 119 75 53 internal_count=134305 358 326 289 107 133947 133914 133883 133861 33507 100354 33454 100217 53 137 182 139 119 75 53 cat_boundaries=0 1 2 8 12 cat_threshold=1348 2184 0 1 8192 0 8192 544 1048576 2 4 16875520 is_linear=0 shrinkage=0.01 Tree=758 num_leaves=22 num_cat=3 split_feature=7 2 16 24 7 3 7 7 16 2 2 24 2 18 0 24 26 7 9 7 7 split_gain=39484.6 133176 62126.7 48291.7 39119.4 36195.7 33160.2 31167.6 30159.2 27633.2 36835.1 45106.7 46682.1 32260.9 29533.1 28263.6 12267.4 10548.1 3868.77 4130.08 2636.99 threshold=276.13500000000005 77.14060000000002 5.558002000000001 0 657.87500000000011 91.078750000000014 260.15900000000005 550.05000000000007 756.4475000000001 1048.2900000000002 394.3250000000001 1 648.37500000000011 484.61250000000007 11.040900000000002 2 2022.5000000000002 783.98480000000006 9.2947500000000023 364.41700000000009 399.47218000000004 decision_type=2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 left_child=6 2 3 4 16 -3 8 18 9 10 13 12 -12 15 -13 -1 -2 -9 19 -5 -18 right_child=1 5 -4 7 -6 -7 -8 17 -10 -11 11 14 -14 -15 -16 -17 20 -19 -20 -21 -22 leaf_value=-0.0077765803825273171 0.12245623906453451 -0.36130801934462325 0.50821949911117559 -0.013274089729084688 0.32868720165518833 -0.92716344022750863 0.31709120598706331 -0.54771315231323248 -0.31181561999743984 0.27714689307742651 -0.13326314275463422 -0.20808475483547559 0.28624151082265947 0.28073491305839726 -0.63379093265533448 0.0028410034250081775 -0.066514314836071384 -0.23960096544027332 -0.22821018528938294 -0.14321870119013685 -0.20455202932357788 leaf_weight=33432 30 26 20 51 43 20 33 25 31 36 72 88 42 41 20 100152 31 20 20 47 25 leaf_count=33432 30 26 20 51 43 20 33 25 31 36 72 88 42 41 20 100152 31 20 20 47 25 internal_value=0 -0.105024 -0.0309661 -0.0678966 0.0764856 -0.607332 0.000136033 -0.176054 5.7927e-05 0.00013014 5.56324e-05 -0.128649 0.0195742 0.000269458 -0.262604 0.000183377 -0.0407216 -0.410774 -0.101462 -0.0755945 -0.128138 internal_weight=0 358 312 292 129 46 133947 163 133914 133883 133847 222 114 133625 108 133584 86 45 118 98 56 internal_count=134305 358 312 292 129 46 133947 163 133914 133883 133847 222 114 133625 108 133584 86 45 118 98 56 cat_boundaries=0 1 2 3 cat_threshold=1796 2169 2184 is_linear=0 shrinkage=0.01 Tree=759 num_leaves=21 num_cat=4 split_feature=8 4 18 3 24 3 3 2 2 25 24 26 26 20 24 3 8 8 3 3 split_gain=34588.6 100457 28717.5 26460.6 195542 290163 200738 69829.3 43323.9 29970.7 190928 231177 32369.7 25210.1 24240.7 21667.3 5669.4 11012.2 5613 1445.69 threshold=571.7600000000001 8.0855000000000015 650.90000000000009 400.11250000000007 0 782.62500000000011 1048.2900000000002 39.505000000000003 1048.2900000000002 1 2 2022.5000000000002 2022.5000000000002 576.88750000000016 3 544.35000000000002 673.83140000000014 804.02882000000011 650.90000000000009 482.64500000000004 decision_type=2 2 2 2 1 2 2 2 2 9 1 2 2 2 1 2 2 2 2 2 left_child=2 16 3 8 5 15 7 18 9 10 11 -1 -12 14 -11 19 -2 -18 -6 -5 right_child=1 -3 -4 4 6 -7 -8 -9 -10 13 12 -13 -14 -15 -16 -17 17 -19 -20 -21 leaf_value=0.0069702552258968358 -0.18163628453016281 -0.81877130144834531 0.32609857877095544 -0.16370757897901869 -0.0006193957924842834 1.0532404061555862 -1.2316774986101233 -0.70109748531471594 0.35704381886650538 -0.007662209334219636 0.0429699620789495 0.86731499453059968 -0.16944363980226115 0.34622048627762569 0.0021760166359456596 0.13357758211678472 0.16671181352050216 -0.093374075366229548 -0.16865247431126509 -0.26811075420606706 leaf_weight=64 20 20 27 36 50 30 23 22 34 33394 145 61 142 21 100065 29 27 41 33 21 leaf_count=64 20 20 27 36 50 30 23 22 34 33394 145 61 142 21 100065 29 27 41 33 21 internal_value=0 -0.17903 1.12595e-06 -6.4497e-05 -0.104107 0.190057 -0.357603 -0.200197 0.000125058 3.44234e-05 0.0841753 0.395202 -0.0600349 -0.000231575 -0.000286107 -0.0889541 -0.0336346 0.00989532 -0.0674277 -0.202172 internal_weight=0 108 134197 134170 244 116 128 105 133926 133892 412 125 287 133480 133459 86 88 68 83 57 internal_count=134305 108 134197 134170 244 116 128 105 133926 133892 412 125 287 133480 133459 86 88 68 83 57 cat_boundaries=0 1 5 6 7 cat_threshold=1670 0 262146 4 150994944 326 2184 is_linear=0 shrinkage=0.01 Tree=760 num_leaves=12 num_cat=1 split_feature=7 3 6 2 25 0 5 9 7 3 7 split_gain=104864 92200.2 45281.9 35536.4 41276.8 47468.7 35341.3 41780.7 6780.72 4806.55 3.36271 threshold=657.87500000000011 782.62500000000011 81.106025000000017 1048.2900000000002 0 1083.9006000000002 1066.3056000000001 255.16525000000004 1043.5418000000002 1048.2900000000002 783.98480000000006 decision_type=2 2 2 2 9 2 2 2 2 2 2 left_child=1 3 8 4 -1 6 7 -6 10 -3 -2 right_child=2 9 -4 -5 5 -7 -8 -9 -10 -11 -12 leaf_value=0.17596982787426252 -0.28907505967400293 0.27542009631524217 -0.75730963230133064 0.31411637730068631 -0.00017661418919804779 0.37331607790554272 0.36826742448485816 -0.11369721786563214 -0.09066347782428448 0.43772291421890258 -0.29443564400076866 leaf_weight=123 22 37 20 36 133379 34 26 325 26 36 25 leaf_count=123 22 37 20 36 133379 34 26 325 26 36 25 internal_value=0 0.00016732 -0.335742 -2.63461e-05 -0.000110814 -0.000285859 -0.000380866 -0.000452554 -0.220244 0.35546 -0.291926 internal_weight=0 133996 93 133923 133887 133764 133730 133704 73 73 47 internal_count=134089 133996 93 133923 133887 133764 133730 133704 73 73 47 cat_boundaries=0 5 cat_threshold=0 2 0 0 139264 is_linear=0 shrinkage=0.01 Tree=761 num_leaves=25 num_cat=1 split_feature=7 6 5 2 5 11 24 1 10 1 1 1 1 8 4 0 6 26 7 26 1 1 1 7 split_gain=102777 44380.8 43872 202043 315920 283510 158712 275697 94658.4 104998 58097.5 104197 66795.7 43008 36469.6 36753.2 28347.7 8093.29 6645.79 4401.43 2353.16 201.595 290.763 3.2958 threshold=657.87500000000011 81.106025000000017 171.57300000000001 174.86250000000004 364.99000000000007 225.07500000000002 0 139.89200000000002 146.48150000000001 55.165000000000006 480.00160000000005 1066.3056000000001 437.49875000000003 66.538050000000013 1066.3056000000001 783.48000000000013 657.87500000000011 2022.5000000000002 1043.5418000000002 2022.5000000000002 650.90000000000009 789.60480000000007 650.90000000000009 783.98480000000006 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 left_child=2 18 10 5 -5 6 7 13 9 -8 12 17 14 -4 15 16 -1 21 23 -17 -19 22 -12 -2 right_child=1 -3 3 4 -6 -7 8 -9 -10 -11 11 -13 -14 -15 -16 19 -18 20 -20 -21 -22 -23 -24 -25 leaf_value=2.7671077455539558e-05 -0.2861843024600636 -0.74973653221130376 0.048407665885139992 1.2587567596926408 -0.27915581596168604 1.0970024325450261 -0.11255149047832079 1.3238839478492737 0.54186764121055608 -0.68620692607334677 -0.35129823553562162 0.30782087180349565 0.44983502359101268 0.50574796858041182 0.35446185819033921 -0.31662298000220096 -0.19575042386312741 -0.26472782611846923 -0.089756821485666119 -0.15450243785100823 -0.14833997640758753 -0.33119448071434382 -0.39724923678806856 -0.2914912873506546 leaf_weight=132872 22 20 194 34 22 24 361 20 20 35 40 36 33 23 29 33 74 38 26 34 32 21 21 25 leaf_count=132872 22 20 194 34 22 24 361 20 20 35 40 36 33 23 29 33 74 38 26 34 32 21 21 25 internal_value=0 -0.332384 0.000165778 0.0773184 0.654577 0.0295688 -0.00966311 0.192312 -0.126317 -0.163253 -0.000258592 -0.175927 -1.0419e-05 0.0968815 -0.000122 -0.000199307 -8.13023e-05 -0.290499 -0.218041 -0.234353 -0.211522 -0.357918 -0.367117 -0.289007 internal_weight=0 93 133996 733 56 677 653 237 416 396 133263 188 133075 217 133042 133013 132946 152 73 67 70 82 61 47 internal_count=134089 93 133996 733 56 677 653 237 416 396 133263 188 133075 217 133042 133013 132946 152 73 67 70 82 61 47 cat_boundaries=0 1 cat_threshold=1601 is_linear=0 shrinkage=0.01 Tree=762 num_leaves=13 num_cat=0 split_feature=7 3 6 2 0 4 1 1 7 3 4 7 split_gain=100732 90340 43497.7 34746.2 31463 39938.3 31392.2 39399.3 6513.54 4682.59 3552.28 3.23021 threshold=657.87500000000011 782.62500000000011 81.106025000000017 1048.2900000000002 1083.9006000000002 783.48000000000013 1066.3056000000001 480.00160000000005 1043.5418000000002 1048.2900000000002 1066.3056000000001 783.98480000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 4 5 6 7 -1 11 -3 -7 -2 right_child=2 9 -4 -5 -6 10 -8 -9 -10 -11 -12 -13 leaf_value=3.326468940141753e-05 -0.28332246021790936 0.27285337354685807 -0.74223917579650878 0.31060278786553275 0.29145653338045685 -0.18423526325159603 0.2911672529497662 -0.15847420838987752 -0.08885927507510552 0.43304957270622252 -0.33441577604838779 -0.28857637224197386 leaf_weight=133592 22 37 20 36 37 36 37 157 26 36 28 25 leaf_count=133592 22 37 20 36 37 36 37 157 26 36 28 25 internal_value=0 0.00016412 -0.329061 -2.75822e-05 -0.000111106 -0.000191703 -7.223e-05 -0.000152798 -0.215861 0.351854 -0.249939 -0.286117 internal_weight=0 133996 93 133923 133887 133850 133786 133749 73 73 64 47 internal_count=134089 133996 93 133923 133887 133850 133786 133749 73 73 64 47 is_linear=0 shrinkage=0.01 Tree=763 num_leaves=18 num_cat=3 split_feature=3 26 3 6 25 24 26 0 5 11 8 6 25 0 13 6 26 split_gain=41630.8 120995 29247.1 28354 30211.3 451748 296836 34783.5 26166.8 119114 174213 119664 28888.9 74469 34317 3881.94 2664.11 threshold=782.62500000000011 2022.5000000000002 1048.2900000000002 783.98480000000006 0 1 2022.5000000000002 1083.9006000000002 26.057500000000005 271.26290500000005 3.4910000000000005 482.64500000000004 2 393.82500000000005 751.80750000000012 1043.5418000000002 2022.5000000000002 decision_type=2 2 2 2 9 1 2 2 2 2 2 2 9 2 2 2 2 left_child=3 -2 -3 4 5 6 -1 8 12 11 -11 -10 13 -6 -14 -5 -7 right_child=1 2 -4 15 7 16 -8 -9 9 10 -12 -13 14 -15 -16 -17 -18 leaf_value=0.17861991430583754 -0.29200347751379013 0.24993803115118121 0.74362425838197976 -0.29912064452966053 -0.015679816457866955 -0.2297769587180194 1.2791105376842411 0.31490179933820456 0.015120263648861256 1.2325157389938832 -0.04361603177112082 0.70955026693344114 0.00014072702671479175 -0.36064557357439919 0.40442142259506952 -0.13686845409459081 -0.31766150413240707 leaf_weight=57 28 21 28 30 9348 68 43 35 3346 20 23 25 120834 63 21 29 70 leaf_count=57 28 21 28 30 9348 68 43 35 3346 20 23 25 120834 63 21 29 70 internal_value=0 0.232391 0.532044 -0.00019714 -0.000100605 0.110169 0.592574 -0.000305091 -0.000387641 0.0269415 0.549934 0.0202703 -0.00110388 -0.01797 0.000210958 -0.21937 -0.255819 internal_weight=0 77 49 134012 133953 238 100 133715 133680 3414 43 3371 130266 9411 120855 59 138 internal_count=134089 77 49 134012 133953 238 100 133715 133680 3414 43 3371 130266 9411 120855 59 138 cat_boundaries=0 5 6 12 cat_threshold=0 2 0 16777216 139264 1476 3221520385 28049408 131088 806944776 2417494018 411137 is_linear=0 shrinkage=0.01 Tree=764 num_leaves=24 num_cat=5 split_feature=7 3 26 3 6 9 13 9 14 0 9 6 25 0 7 25 24 25 1 24 4 7 7 split_gain=99170.9 87433.5 132591 69866.6 42645.4 33046.3 136212 112569 59927.5 47911.2 39012.7 110025 75104.9 351013 46962.7 39093.9 182357 213867 68184.6 67741.9 65387.1 6289.87 3.58646 threshold=657.87500000000011 782.62500000000011 2022.5000000000002 1048.2900000000002 81.106025000000017 255.16525000000004 119.80000000000001 1023.8910000000002 120.129 58.577500000000008 38.267500000000005 276.13500000000005 0 37.266186000000005 61.542750000000005 1 2 3 1066.3056000000001 4 1066.3056000000001 1043.5418000000002 783.98480000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 1 9 2 1 2 2 2 left_child=1 5 -3 -4 21 10 7 8 9 -7 15 12 13 -12 -14 16 17 -1 20 -18 -17 22 -2 right_child=4 2 3 -5 -6 6 -8 -9 -10 -11 11 -13 14 -15 -16 18 19 -19 -20 -21 -22 -23 -24 leaf_value=0.036310962423365165 -0.2805099088495428 -0.21012839787536197 0.24743864422752743 1.0298483427047729 -0.73561148738861082 -0.10057809814197537 0.67981822558811733 -0.82553061695202545 0.39109961551168687 -0.58791265400973236 0.077937189703052107 0.70566446902751923 -0.00089629894482618562 1.4894027795791627 0.20190330274162754 -0.0011087569666182763 -0.14875239408095414 0.52822639675883498 0.50157028337319698 0.044003783090943431 0.51035799636840817 -0.089613095797025241 -0.28604596352577211 leaf_weight=225 22 27 21 25 20 243 21 23 23 22 148 25 1443 20 124 130663 291 144 27 456 25 26 25 leaf_count=225 22 27 21 25 20 243 21 23 23 22 148 25 1443 20 124 130663 291 144 27 456 25 26 25 internal_value=0 0.000163622 0.34615 0.672661 -0.3265 -2.4971e-05 -0.0996695 -0.152304 -0.0985391 -0.141036 0.000222665 0.0469926 0.0375017 0.23215 0.0150556 -0.000401734 0.0582693 0.23715 -0.000907035 -0.0320591 -0.00101092 -0.214415 -0.283455 internal_weight=0 133996 73 46 93 133923 332 311 288 265 133591 1760 1735 168 1567 131831 1116 369 130715 747 130688 73 47 internal_count=134089 133996 73 46 93 133923 332 311 288 265 133591 1760 1735 168 1567 131831 1116 369 130715 747 130688 73 47 cat_boundaries=0 5 10 11 16 17 cat_threshold=33554432 1048608 0 0 16777216 0 2 4100 151027840 33693696 1348 0 0 4100 128 33554432 2088 is_linear=0 shrinkage=0.01 Tree=765 num_leaves=16 num_cat=0 split_feature=3 26 9 5 3 26 18 4 3 4 0 17 5 9 9 split_gain=48275.9 120422 35860.9 47468.2 47121.1 45843.4 24362.1 23269.9 63110.4 49459.6 43798.6 27113.5 16909.3 27868.3 162.749 threshold=782.62500000000011 2022.5000000000002 396.4661000000001 1066.3056000000001 86.448000000000022 2022.5000000000002 484.61250000000007 481.77300000000008 104.05000000000001 1066.3056000000001 1083.9006000000002 407.74900000000008 8.0855000000000015 673.83140000000014 482.64500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 6 5 -4 7 10 9 -9 11 -1 13 14 -7 right_child=1 -3 4 -5 -6 12 -8 8 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.00046917292948724321 -0.2346588087698509 0.60317749409448529 0.33879953065644136 -0.41892637458112503 -0.52586849795447455 -0.045541061513125904 0.23050397302793421 -0.1367300969389352 -0.58094136581420897 0.30995138183236121 -0.33037405395507813 0.18696637300344612 0.12239304471015931 -0.38183907433696412 -0.077282100707292564 leaf_weight=133842 29 42 23 27 27 35 46 110 25 32 40 78 20 46 30 leaf_count=133842 29 42 23 27 27 35 46 110 25 32 40 78 20 46 30 internal_value=0 0.260963 0.000136738 0.000326455 -0.140526 -0.0729659 0.000410822 0.00033191 -0.117637 -0.0360695 0.000478975 0.000577796 -0.145261 -0.193486 -0.0601908 internal_weight=0 71 134381 134200 181 154 134173 134127 167 142 133960 133920 131 111 65 internal_count=134452 71 134381 134200 181 154 134173 134127 167 142 133960 133920 131 111 65 is_linear=0 shrinkage=0.01 Tree=766 num_leaves=18 num_cat=0 split_feature=3 26 9 0 4 6 5 9 22 14 12 7 7 7 13 3 11 split_gain=47315.2 118026 35219.6 60237.7 56113.3 58825.7 46539.2 43276.8 38419.9 35999 31091.5 47789.8 44839.9 32530.4 29373.7 15011.8 14613.2 threshold=782.62500000000011 2022.5000000000002 255.16525000000004 185.76000000000002 49.484000000000009 8.3020000000000014 1066.3056000000001 783.98480000000006 288.94250000000005 49.170000000000009 449.47000000000008 657.87500000000011 13.903500000000001 783.98480000000006 481.89500000000004 54.567500000000003 61.497000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 6 4 7 -6 8 9 10 15 11 14 16 -13 -1 -4 -12 right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 12 13 -14 -15 -16 -17 -18 leaf_value=0.00053097602302725952 -0.23231219846626808 0.59714576289767307 -0.077057432898598691 -0.6076662540435791 0.66641057419776917 -0.082934469201348046 -0.41473710869749392 -0.41823525600317046 0.43873561024665836 0.33969105243682862 -0.13678651361481139 0.51694597573115908 -0.59398291260004044 0.083556885220283678 -0.1876497420058193 -0.36480241256952284 0.16701216971874239 leaf_weight=133724 29 42 194 22 20 22 27 41 20 20 76 29 20 43 83 20 20 leaf_count=133724 29 42 194 22 20 22 27 41 20 20 76 29 20 43 83 20 20 internal_value=0 0.258353 0.000135371 -0.101664 -0.0665469 0.273897 0.000392827 -0.118542 0.000476463 -0.0660315 0.000411049 0.00055284 -0.163234 0.258116 0.000414248 -0.103949 -0.0734951 internal_weight=0 71 134381 339 317 42 134042 275 134015 234 133995 133879 116 72 133807 214 96 internal_count=134452 71 134381 339 317 42 134042 275 134015 234 133995 133879 116 72 133807 214 96 is_linear=0 shrinkage=0.01 Tree=767 num_leaves=19 num_cat=4 split_feature=3 26 9 2 14 6 5 22 24 9 9 25 24 0 7 7 9 25 split_gain=46373.7 115677 34518.8 121680 64212.6 47201.6 45613.1 37655.4 26250.5 52351.7 31832.9 25532.4 58948.5 133738 40379.1 92262.1 38177.3 33796.1 threshold=782.62500000000011 2022.5000000000002 255.16525000000004 148.92094000000003 80.710000000000008 172.67400000000001 1066.3056000000001 288.94250000000005 0 673.83140000000014 673.83140000000014 1 2 172.45500000000001 657.87500000000011 783.98480000000006 145.10250000000005 3 decision_type=2 2 2 2 2 2 2 2 1 2 2 9 1 2 2 2 2 9 left_child=2 -2 6 4 5 8 7 11 9 -4 -10 12 17 -14 16 -16 -13 -1 right_child=1 -3 3 -5 -6 -7 -8 -9 10 -11 -12 14 13 -15 15 -17 -18 -19 leaf_value=0.12340229129791259 -0.22998909584150234 0.59117429222379414 -0.043667510432126216 -0.72007675113349123 0.39699076461791988 -0.55794540691375727 -0.41058973807979515 0.43434823918342591 -0.069128578198452792 0.49344504014305451 -0.42859253844907208 -0.00068456808435507261 0.045049748013651421 0.43765537555401141 0.74099498232205707 -0.043275855690240859 0.10919095415345831 -0.037873196694637554 leaf_weight=135 29 42 86 29 30 20 27 20 120 23 31 130249 1864 91 24 40 317 1275 leaf_count=135 29 42 86 29 30 20 27 20 120 23 31 130249 1864 91 24 40 317 1275 internal_value=0 0.25577 0.000134017 -0.100647 -0.0427005 -0.0898103 0.000388899 0.000471699 -0.0537999 0.0638137 -0.134048 0.000406938 0.0275632 0.0630022 -0.000294687 0.250826 -0.000417802 -0.0216716 internal_weight=0 71 134381 339 310 280 134042 134015 260 109 151 133995 3365 1955 130630 64 130566 1410 internal_count=134452 71 134381 339 310 280 134042 134015 260 109 151 133995 3365 1955 130630 64 130566 1410 cat_boundaries=0 1 7 8 14 cat_threshold=1475 2148532224 393235 393216 151519232 168427521 8353 181 2147483648 262146 262144 0 0 1 is_linear=0 shrinkage=0.01 Tree=768 num_leaves=13 num_cat=1 split_feature=3 1 7 22 10 10 0 25 7 1 7 3 split_gain=45450.8 31888.6 41719.9 29172.4 28553 40766.2 57806 31223.2 22125.6 5422.03 2628.21 1838.43 threshold=782.62500000000011 789.60480000000007 657.87500000000011 288.94250000000005 950.63250000000005 360.62500000000006 91.825000000000003 0 783.98480000000006 1066.3056000000001 1043.5418000000002 1048.2900000000002 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -4 -3 -10 -2 right_child=11 9 8 -5 -6 6 -8 -9 10 -11 -12 -13 leaf_value=0.030391909742985678 0.20443280946161296 -0.12678350622570791 0.44449515326817834 0.37280141762324742 0.35236724573632949 -0.087548674071233151 -0.66080544900894167 -0.00058029387969830808 0.16356435223861976 -0.29441666521344867 0.014402006240118117 0.30629484092488013 leaf_weight=3328 37 43 30 21 23 146 20 130687 27 35 21 34 leaf_count=3328 37 43 30 21 23 146 20 130687 27 35 21 34 internal_value=0 0.000132741 0.000250137 0.00011578 5.74629e-05 -2.92657e-06 -0.156616 0.000191065 0.231456 -0.202004 0.0983058 0.253212 internal_weight=0 134381 134303 134225 134204 134181 166 134015 78 78 48 71 internal_count=134452 134381 134303 134225 134204 134181 166 134015 78 78 48 71 cat_boundaries=0 6 cat_threshold=2148532224 393219 393220 151519232 168427521 8353 is_linear=0 shrinkage=0.01 Tree=769 num_leaves=17 num_cat=0 split_feature=3 26 9 2 4 5 9 22 12 0 7 7 5 11 7 9 split_gain=44546.3 113311 33845.9 101788 69608.1 44643.3 29877.9 28548.1 33022.5 45684.4 45199.9 30504.9 25890.5 10107.9 1836.36 9.26368 threshold=782.62500000000011 2022.5000000000002 396.4661000000001 125.84000000000002 61.518750000000004 1066.3056000000001 783.98480000000006 288.94250000000005 449.47000000000008 95.355000000000004 657.87500000000011 783.98480000000006 191.43400000000005 27.248500000000003 87.228565000000017 482.64500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 4 6 7 14 8 10 13 12 -12 -1 -10 15 -4 right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 11 -13 -14 -15 -16 -17 leaf_value=6.5423601722235203e-05 -0.2300847652567358 0.58263616391590667 -0.07173589847105391 -0.80935572147369383 0.49915162658691409 -0.4062704659391333 -0.38457976811272759 0.36907341593787785 -0.13526296451091768 -0.60209587717056279 0.50161721673505055 0.081937330988950507 0.067546098603884927 0.10051938702662787 0.038704833388328551 -0.06502315772267489 leaf_weight=133390 29 42 34 20 20 27 35 21 75 20 29 43 571 24 20 52 leaf_count=133390 29 42 34 20 20 27 35 21 75 20 29 43 571 24 20 52 internal_value=0 0.25068 0.000131436 -0.136522 -0.0529403 0.000315745 -0.131251 0.000397563 0.000339851 -0.16617 0.000487685 0.250975 0.000353056 -0.0781036 -0.047605 -0.067677 internal_weight=0 71 134381 181 161 134200 141 134173 134152 119 134033 72 133961 99 106 86 internal_count=134452 71 134381 181 161 134200 141 134173 134152 119 134033 72 133961 99 106 86 is_linear=0 shrinkage=0.01 Tree=770 num_leaves=31 num_cat=8 split_feature=9 25 24 9 2 25 6 4 4 24 7 7 7 25 25 4 7 5 24 24 8 6 6 26 9 5 26 26 26 9 split_gain=55644.4 42120 63137.5 49781.2 301539 36643.1 32541.9 27893.8 41818.9 65057.1 101259 48292.4 81191.1 33622.6 24681.9 24467.8 23735.1 20131.5 14843.9 14569.4 10369.2 7465.37 16282.4 6860.4 4051.2 3830.36 1312.66 1030.34 150.535 6.01727 threshold=783.98480000000006 0 1 362.49400000000003 34.591000000000001 2 65.551000000000016 1066.3056000000001 293.27220000000005 3 3.5892105000000005 657.87500000000011 783.98480000000006 4 5 544.35000000000002 16.855351500000005 96.412400000000005 6 7 27.296500000000005 259.31250000000006 188.26027500000004 2022.5000000000002 482.64500000000004 254.90500000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 1023.8910000000002 decision_type=2 9 1 2 2 9 2 2 2 1 2 2 2 9 9 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 7 16 27 14 8 11 10 -10 13 -13 -3 23 -11 20 19 26 -16 24 22 -8 -4 -5 -19 -7 -1 -20 -2 right_child=29 3 6 4 -6 18 21 -9 9 15 -12 12 -14 -15 17 -17 -18 25 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.22823028242433224 -0.34361700296401976 0.17331511107166259 -0.16367285871947254 0.074716641042381529 1.2644236408580434 0.040670206790067713 0.25937837438923972 0.31641346369470869 0.25849023635188739 -0.14973431264753823 -0.45565491845974559 0.78532426856812976 0.026746184049650679 0.00074576128098664807 -0.018782854216837144 -0.38477806191719494 -0.28275732297897338 -0.31591505822013405 -0.088045453230539958 -0.084265405952096376 0.25377684777433218 0.28414721450805663 -0.13930388695001603 -0.32459987255243156 -0.07375312992755105 -0.15637728408530907 0.11280370405087105 0.17579433140689379 -0.11188367409774891 -0.33652961310809076 leaf_weight=77 25 103 54 40 22 49 21 28 84 139 26 21 43 131737 568 65 25 34 54 919 22 25 20 52 34 27 52 73 52 23 leaf_count=77 25 103 54 40 22 49 21 28 84 139 26 21 43 131737 568 65 25 34 54 919 22 25 20 52 34 27 52 73 52 23 internal_value=0 0.000318523 -0.0442561 0.0010211 0.1875 0.0754576 -0.0693961 0.000819536 0.000752703 -0.114514 0.0822179 0.0010271 0.275655 0.000893784 -0.0784884 -0.214129 -0.00830399 -0.0668179 -0.0125059 -0.0599456 0.0631682 0.147948 0.0648992 -0.221703 0.0065008 -0.2453 0.0707985 0.190042 -0.0911414 -0.340221 internal_weight=0 134466 2077 132389 143 357 1720 132246 132218 314 110 131904 64 131840 1654 204 121 1548 207 1487 96 66 41 106 74 61 101 150 106 48 internal_count=134514 134466 2077 132389 143 357 1720 132246 132218 314 110 131904 64 131840 1654 204 121 1548 207 1487 96 66 41 106 74 61 101 150 106 48 cat_boundaries=0 6 7 13 14 19 24 25 26 cat_threshold=1310720 2228224 4100 4718848 4160 271008 1536 0 0 4 4194304 4096 512 774 0 0 0 65536 8192 1048576 0 4 0 64 512 2069 is_linear=0 shrinkage=0.01 Tree=771 num_leaves=29 num_cat=5 split_feature=9 25 24 9 2 0 4 0 6 5 0 25 0 25 6 6 26 25 26 0 26 26 6 9 26 9 26 9 split_gain=54537.1 41291.1 61886.1 48790.5 295538 39786.9 62001.6 82853.5 128112 53346.8 37160 35913.9 66981.8 32508.5 39411 32486.1 30849.9 23204.1 22279.4 18189.9 8674.52 7934.15 6240.34 5297.69 4163.77 2018.87 1009.84 5.89757 threshold=783.98480000000006 0 1 362.49400000000003 34.591000000000001 783.48000000000013 293.27220000000005 53.343499999999999 47.330500000000008 148.23000000000005 309.85375000000005 2 108.06300000000002 3 783.98480000000006 65.551000000000016 2022.5000000000002 4 2022.5000000000002 46.832000000000008 2022.5000000000002 2022.5000000000002 259.31250000000006 396.4661000000001 2022.5000000000002 553.50000000000011 2022.5000000000002 1023.8910000000002 decision_type=2 9 1 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 left_child=1 2 11 5 18 6 13 9 -9 -8 15 26 20 16 -15 17 -3 21 -5 -19 -13 -4 -17 -20 -7 -25 -1 -2 right_child=27 3 10 4 -6 24 7 8 -10 -11 -12 12 -14 14 -16 22 -18 19 23 -21 -22 -23 -24 25 -26 -27 -28 -29 leaf_value=0.22594799252299522 -0.34018084497451784 0.012370582222938537 -0.14511855216026306 0.29671232002973558 1.2517794071544299 0.14376231820242746 -0.032901392350259344 -1.1017237345377604 0.016585453033447266 -0.49170903503894808 -0.42404050004893334 -0.0047827798692803639 0.53706705163419244 0.00097296733602853132 -0.31296579521894458 0.078914455572764081 0.3585158914786119 -0.053766277402904211 0.068637499592520981 -0.22730620562084139 -0.1410175161258034 -0.32239076838773839 0.28130573272705078 -0.06726766879461249 0.28991161834109913 -0.17142968759934107 0.17403638516386896 -0.33316429843073309 leaf_weight=77 25 51 50 20 22 35 267 21 20 28 29 95 20 131688 40 39 52 1463 22 63 92 51 25 49 44 30 73 23 leaf_count=77 25 51 50 20 22 35 267 21 20 28 29 95 20 131688 40 39 52 1463 22 63 92 51 25 49 44 30 73 23 internal_value=0 0.000315391 -0.0438184 0.00101102 0.185625 0.000811473 0.000677372 -0.134991 -0.556207 -0.0764492 -0.0687081 0.074703 -0.0123808 0.00102315 0.000877571 -0.0630206 0.170564 -0.0717137 -0.00822095 -0.0605341 -0.0718074 -0.213494 0.157974 -0.0686038 0.225162 -0.106823 0.188142 -0.336819 internal_weight=0 134466 2077 132389 143 132246 132167 336 41 295 1720 357 207 131831 131728 1691 103 1627 121 1526 187 101 64 101 79 79 150 48 internal_count=134514 134466 2077 132389 143 132246 132167 336 41 295 1720 357 207 131831 131728 1691 103 1627 121 1526 187 101 64 101 79 79 150 48 cat_boundaries=0 6 7 13 18 23 cat_threshold=1310720 2228224 4100 4718848 4160 271008 1536 0 0 4 4194304 4096 512 0 0 0 65536 8192 1048576 0 4 0 64 is_linear=0 shrinkage=0.01 Tree=772 num_leaves=22 num_cat=6 split_feature=9 25 6 24 9 3 3 25 25 4 4 25 3 24 26 26 9 9 26 26 9 split_gain=53451.8 40469.4 61099.5 52210.9 47819.6 344092 52070.2 45488.3 34845.1 41358.9 32504.6 25272.2 23892.4 15400.7 6590.7 5913.29 4424.32 6798.51 1190.64 848.06 5.78022 threshold=783.98480000000006 0 318.53250000000008 1 362.49400000000003 172.09050000000002 1048.2900000000002 2 3 1066.3056000000001 293.27220000000005 4 272.24748000000005 5 2022.5000000000002 2022.5000000000002 396.4661000000001 553.50000000000011 2022.5000000000002 2022.5000000000002 1023.8910000000002 decision_type=2 9 2 1 2 2 2 9 9 2 2 9 2 1 2 2 2 2 2 2 2 left_child=1 2 3 7 6 16 8 19 15 10 -10 14 13 -13 -5 -3 -6 -18 -9 -1 -2 right_child=20 4 -4 11 5 -7 -8 18 9 -11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 leaf_value=0.2236885069562243 -0.33677904014587406 0.11714405545821556 0.4477928272247314 -0.16037834262406386 0.10864296891472557 1.3661013494219101 -0.39637326153841884 -0.01521931300163269 0.00091334276910571221 0.39955151906380287 -0.10177043767278249 0.0065162293888904434 -0.38165476550226629 -0.072322399119770925 -0.31811042189598082 0.26795333367127638 -0.11531571756551663 0.052990955516695977 -0.063896765962685689 0.17594713873333401 -0.32983265291089597 leaf_weight=77 25 52 25 54 22 21 33 100 131774 26 309 314 23 1259 52 52 60 40 101 72 23 leaf_count=77 25 52 25 54 22 21 33 100 131774 26 309 314 23 1259 52 52 60 40 101 72 23 internal_value=0 0.000312237 -0.0433802 -0.0495757 0.00100091 0.183769 0.000803358 0.0608797 0.000902492 0.000751566 0.00067312 -0.0722232 -0.0612976 -0.0570031 -0.21726 0.175658 -0.0197472 -0.047993 -0.0377986 0.188001 -0.333451 internal_weight=0 134466 2077 2052 132389 143 132246 350 132213 132109 132083 1702 1596 1573 106 104 122 100 201 149 48 internal_count=134514 134466 2077 2052 132389 143 132246 350 132213 132109 132083 1702 1596 1573 106 104 122 100 201 149 48 cat_boundaries=0 6 7 13 18 23 24 cat_threshold=1310720 2228224 4100 4718848 4160 271008 1536 0 0 4 4194304 4096 512 0 262144 0 0 8192 1048576 0 4 0 64 20 is_linear=0 shrinkage=0.01 Tree=773 num_leaves=21 num_cat=0 split_feature=9 9 3 3 18 0 3 0 1 11 18 3 9 9 18 26 18 9 9 9 split_gain=52388.1 35337 350438 100979 27019.4 32067.2 27498.4 117140 30082.2 20900.8 28426 13178.3 7430.13 5815.44 5707.6 3870.08 2006.34 329.687 673.215 5.66516 threshold=783.98480000000006 362.49400000000003 172.09050000000002 782.62500000000011 233.76189000000002 783.48000000000013 232.66575000000003 271.26290500000005 40.324500000000008 1.2766000000000002 432.42825000000005 1048.2900000000002 673.83140000000014 396.4661000000001 650.90000000000009 2022.5000000000002 293.27220000000005 553.50000000000011 482.64500000000004 1023.8910000000002 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 12 4 5 6 8 -8 -1 10 16 -5 13 -3 -12 -7 -6 18 -15 -2 right_child=19 2 -4 11 9 15 7 -9 -10 -11 14 -13 -14 17 -16 -17 -18 -19 -20 -21 leaf_value=-0.00010761009763332564 -0.33341124095916747 0.06459765338897705 1.3524402672903879 -0.23547621647516889 -0.11504832749920231 0.11724229454994202 -0.038583829467966985 -0.74240508689880369 0.031852632450737946 0.12485239837480629 -0.28121557869341063 -0.50422046120102348 0.12750474929809572 -0.096757595234139016 -0.50399642115053922 0.24980675804371735 0.0057671661730165835 -0.074991158870133495 -0.16477000106464731 -0.32653434017430177 leaf_weight=130549 25 25 21 36 28 40 437 25 3013 23 23 37 23 43 23 49 27 22 22 23 leaf_count=130549 25 25 21 36 28 40 437 25 3013 23 23 37 23 43 23 49 27 22 22 23 internal_value=0 0.000309066 0.150727 0.000134356 0.000336559 0.000472978 0.00034697 -0.0766694 0.000613375 -0.147209 -0.209164 -0.371689 -0.0362057 -0.0698248 -0.392606 0.190227 -0.0557389 -0.108452 -0.119777 -0.330116 internal_weight=0 134466 156 134310 134237 134113 134024 462 133562 124 101 73 135 112 46 89 55 87 65 48 internal_count=134514 134466 156 134310 134237 134113 134024 462 133562 124 101 73 135 112 46 89 55 87 65 48 is_linear=0 shrinkage=0.01 Tree=774 num_leaves=23 num_cat=4 split_feature=9 25 6 24 9 3 3 0 25 18 0 4 3 25 0 0 9 9 0 0 18 9 split_gain=51345.5 39640.5 59870.4 51224.5 46019.6 330436 49733.2 45427 44613.9 40848.3 48077.5 52110 27657.5 20198.9 7965.86 7603 4265.48 6552.13 2078.15 114.898 73.917 5.55247 threshold=783.98480000000006 0 318.53250000000008 1 362.49400000000003 172.09050000000002 1048.2900000000002 46.832000000000008 2 432.42825000000005 783.48000000000013 293.27220000000005 272.24748000000005 3 95.355000000000004 362.49400000000003 396.4661000000001 553.50000000000011 232.94400000000005 1083.9006000000002 650.90000000000009 1023.8910000000002 decision_type=2 9 2 1 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 8 6 16 9 12 -1 10 11 -3 13 -5 -10 18 -6 -18 -9 -12 -11 -2 right_child=21 4 -4 7 5 -7 -8 15 14 20 19 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 leaf_value=0.18623060012013656 -0.33007713260650634 0.0011685673978465273 0.44327116889953616 -0.15391678021253782 0.10691055536270141 1.3389159556797572 -0.38736733320987582 -0.27021869980770613 -0.060177825485145185 -0.27071432815657726 0.23674411899165104 -0.12427204231406191 -0.38951879434585573 -0.040699232645348547 0.15013226345181466 -0.43593096656799318 -0.11297960969805719 0.05224909655749798 -0.15205006626519291 0.26102591657638546 -0.29483391364415484 -0.32326897424200307 leaf_weight=149 25 131752 25 173 22 21 33 46 181 27 38 332 25 1411 20 25 60 40 22 40 24 23 leaf_count=149 25 131752 25 173 22 21 33 46 181 27 38 332 25 1411 20 25 60 40 22 40 24 23 internal_value=0 0.000305975 -0.0429367 -0.0490695 0.000987561 0.180283 0.000793761 -0.0715022 0.0603365 0.000890645 0.000999834 0.000853266 -0.0595018 -0.0542932 -0.0373912 -0.286811 -0.0191539 -0.0468881 -0.231988 0.249196 -0.282065 -0.326815 internal_weight=0 134466 2077 2052 132389 143 132246 1702 350 132213 132162 132084 1609 1584 201 93 122 100 68 78 51 48 internal_count=134514 134466 2077 2052 132389 143 132246 1702 350 132213 132162 132084 1609 1584 201 93 122 100 68 78 51 48 cat_boundaries=0 6 7 13 19 cat_threshold=1310720 2228224 4100 4718848 4160 271008 1536 0 0 4 4194304 4096 512 1048576 0 4 0 64 512 is_linear=0 shrinkage=0.01 Tree=775 num_leaves=13 num_cat=2 split_feature=4 9 7 2 7 2 25 24 10 5 10 7 split_gain=77259.7 72793.1 82222.9 50530.1 46390.9 43815.2 37878.6 187015 43348.8 31254 7753.71 4501.63 threshold=1066.3056000000001 1023.8910000000002 550.05000000000007 0.50450000000000006 783.98480000000006 1048.2900000000002 0 1 638.18750000000011 364.99000000000007 747.99000000000012 657.87500000000011 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 left_child=1 2 5 4 11 6 7 -1 9 -8 -10 -4 right_child=-2 -3 3 -5 -6 -7 8 -9 10 -11 -12 -13 leaf_value=-0.1762990224553693 -0.47034546320778986 -0.51963384773996135 -0.25589145437434868 -0.7229983316659927 0.095730645442620305 0.37579195145637762 -0.00035766525988367433 0.3501767334283567 0.40606196204821265 -0.11481486988740985 0.17527391190867167 -0.43251001173450099 leaf_weight=114 35 27 27 20 39 31 133216 143 24 239 37 31 leaf_count=114 35 27 27 20 39 31 133216 143 24 239 37 31 internal_value=0 -0.000452152 -0.000347479 -0.265328 -0.170963 -0.000115776 -0.000202888 0.118786 -0.00044079 -0.000562643 0.266076 -0.350291 internal_weight=0 133948 133921 117 97 133804 133773 257 133516 133455 61 58 internal_count=133983 133948 133921 117 97 133804 133773 257 133516 133455 61 58 cat_boundaries=0 5 6 cat_threshold=0 2 4 16777216 131072 2201 is_linear=0 shrinkage=0.01 Tree=776 num_leaves=12 num_cat=1 split_feature=3 4 9 7 2 25 22 4 7 7 26 split_gain=89073.8 75677.6 71306.4 64252.3 42981.2 48777.6 26792.1 25234.4 53875.4 3184.54 759.641 threshold=1048.2900000000002 1066.3056000000001 1023.8910000000002 550.05000000000007 1048.2900000000002 0 288.94250000000005 5.6142500000000011 783.98480000000006 657.87500000000011 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=0.1710056202141744 0.48351585563860439 -0.46564200578417092 -0.51443750822985612 -0.28708171489238743 0.37203407164542901 -0.0006707214759898686 0.36536309432983399 -0.5115016189446816 0.13357869573541589 -0.44515254405828619 0.13381698838451453 leaf_weight=106 38 35 27 25 31 133498 20 26 37 26 114 leaf_count=106 38 35 27 25 31 133498 20 26 37 26 114 internal_value=0 -0.000706356 -0.000584836 -0.000481208 -0.000278973 -0.000365274 -0.000615846 -0.237786 -0.156916 -0.367667 0.145138 internal_weight=0 133945 133910 133883 133769 133738 133518 114 88 51 220 internal_count=133983 133945 133910 133883 133769 133738 133518 114 88 51 220 cat_boundaries=0 5 cat_threshold=0 2 4 0 139328 is_linear=0 shrinkage=0.01 Tree=777 num_leaves=16 num_cat=3 split_feature=3 9 7 25 24 5 3 24 6 7 22 17 7 26 26 split_gain=87301.2 69854.4 67588.7 33570.2 147534 31581.7 107109 41223.5 26549.4 40726 26230.3 29686 4543.17 2525.4 1722.09 threshold=1048.2900000000002 1023.8910000000002 550.05000000000007 0 1 364.99000000000007 78.735000000000014 2 78.948750000000018 783.98480000000006 288.94250000000005 156.05175000000003 657.87500000000011 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 1 2 2 1 2 2 2 2 2 2 2 left_child=1 2 3 4 14 10 7 -7 9 12 11 -5 -4 -6 -1 right_child=-2 -3 8 5 13 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.11761915385723114 0.47868069724032752 -0.50929313368267493 -0.25215114603042604 -0.00024332872167364767 0.28570292794859259 -0.15756055943476849 -0.62626925025667457 0.11132672482103642 -0.51654611057705357 0.083661914421961858 0.36170946455001834 -0.10049998148734605 -0.4427957244873047 0.36669361981478604 -0.19257564452978279 leaf_weight=58 38 27 25 132965 77 107 35 102 27 39 20 296 25 77 65 leaf_count=58 38 27 25 132965 77 107 35 102 27 39 20 296 25 77 65 internal_value=0 -0.000699293 -0.000596752 -0.000387574 0.107649 -0.000619713 -0.114284 -0.0285454 -0.241876 -0.158549 -0.000411672 -0.000466019 -0.347473 0.306308 -0.145408 internal_weight=0 133945 133918 133802 277 133525 244 209 116 89 133281 133261 50 154 123 internal_count=133983 133945 133918 133802 277 133525 244 209 116 89 133281 133261 50 154 123 cat_boundaries=0 5 6 7 cat_threshold=0 2 4 16777216 131136 2201 2456 is_linear=0 shrinkage=0.01 Tree=778 num_leaves=11 num_cat=0 split_feature=3 4 9 7 2 16 4 7 15 7 split_gain=85563.9 74142.9 68497 61684.5 42137.8 27944.2 24579.7 51997.9 22953.6 3056.67 threshold=1048.2900000000002 1066.3056000000001 1023.8910000000002 550.05000000000007 1048.2900000000002 756.4475000000001 5.6142500000000011 783.98480000000006 161.97240000000002 657.87500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 8 7 9 -1 -5 right_child=-2 -3 -4 6 -6 -7 -8 -9 -10 -11 leaf_value=-7.3689467788212888e-05 0.4738938640293322 -0.46088958726610457 -0.50420021313208119 -0.28126635556221008 0.36836951163507281 -0.32203484965971224 -0.50312645976360026 0.13221739450016537 -0.078629323421470596 -0.43613122169788071 leaf_weight=133338 38 35 27 25 31 27 26 37 373 26 leaf_count=133338 38 35 27 25 31 27 26 37 373 26 internal_value=0 -0.000692334 -0.000572053 -0.000470487 -0.000272334 -0.000357784 -0.232985 -0.153171 -0.000292828 -0.360217 internal_weight=0 133945 133910 133883 133769 133738 114 88 133711 51 internal_count=133983 133945 133910 133883 133769 133738 114 88 133711 51 is_linear=0 shrinkage=0.01 Tree=779 num_leaves=11 num_cat=0 split_feature=3 4 9 7 2 16 4 7 15 7 split_gain=83861.2 72667.5 67133.9 60456.9 41299.2 27388.1 24090.6 50963.2 22496.8 2995.85 threshold=1048.2900000000002 1066.3056000000001 1023.8910000000002 550.05000000000007 1048.2900000000002 756.4475000000001 5.6142500000000011 783.98480000000006 161.97240000000002 657.87500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 8 7 9 -1 -5 right_child=-2 -3 -4 6 -6 -7 -8 -9 -10 -11 leaf_value=-7.2952485921888626e-05 0.46915494492179471 -0.45628069210052491 -0.49915820474977851 -0.27845369400978093 0.36468580122916927 -0.31881449988594762 -0.49809520583886369 0.13089520444741121 -0.077843031429413498 -0.43176990894170908 leaf_weight=133338 38 35 27 25 31 27 26 37 373 26 leaf_count=133338 38 35 27 25 31 27 26 37 373 26 internal_value=0 -0.000685411 -0.000566332 -0.000465782 -0.00026961 -0.000354206 -0.230655 -0.151639 -0.0002899 -0.356615 internal_weight=0 133945 133910 133883 133769 133738 114 88 133711 51 internal_count=133983 133945 133910 133883 133769 133738 114 88 133711 51 is_linear=0 shrinkage=0.01 Tree=780 num_leaves=11 num_cat=1 split_feature=0 25 3 9 6 15 18 0 9 26 split_gain=117708 38672.5 80384.6 44015.4 71258 28284.3 31534.4 24134.5 10657.9 3215.21 threshold=1083.9006000000002 0 1048.2900000000002 673.83140000000014 5.6142500000000011 650.90000000000009 484.61250000000007 242.89125000000004 1023.8910000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 left_child=1 9 3 5 8 6 7 -3 -5 -1 right_child=-2 2 -4 4 -6 -7 -8 -9 -10 -11 leaf_value=0.11345327055454255 -0.49981952230981058 0.00053099995643072757 0.49400469693270593 0.32099458622209953 -0.26568292784690856 -0.27252279990597778 0.2711012590763181 -0.064227041322415676 0.60917640799567818 0.20203454244704475 leaf_weight=80 47 133466 33 33 20 38 43 578 21 84 leaf_count=80 47 133466 33 33 20 38 43 578 21 84 internal_value=0 0.000710363 0.000517146 0.000395834 0.244214 0.000261314 0.00033862 0.000251762 0.433065 0.149696 internal_weight=0 134396 134232 134199 74 134125 134087 134044 54 164 internal_count=134443 134396 134232 134199 74 134125 134087 134044 54 164 cat_boundaries=0 5 cat_threshold=0 0 4 0 8192 is_linear=0 shrinkage=0.01 Tree=781 num_leaves=9 num_cat=1 split_feature=0 25 3 13 15 18 20 26 split_gain=115366 37902.9 78785 39166.3 28446.2 32319.5 41805 3151.23 threshold=1083.9006000000002 0 1048.2900000000002 943.76675000000012 756.4475000000001 484.61250000000007 518.74587500000018 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 left_child=1 7 3 4 5 6 -3 -1 right_child=-2 2 -4 -5 -6 -7 -8 -9 leaf_value=0.11231874901056291 -0.4948213237904488 0.00023116391633394351 0.48906467090953476 0.44288725733757017 -0.35132465331450752 0.27774359612237837 0.4574576151371002 0.20001418675695146 leaf_weight=80 47 134094 33 20 23 42 20 84 leaf_count=80 47 134094 33 20 23 42 20 84 internal_value=0 0.000703259 0.000511975 0.000391876 0.00032592 0.000386208 0.000299349 0.148199 internal_weight=0 134396 134232 134199 134179 134156 134114 164 internal_count=134443 134396 134232 134199 134179 134156 134114 164 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 4 3 14 2 2 13 9 26 16 4 4 split_gain=113070 35184.7 92529.1 52087.4 80186.3 40106.6 32720.2 75653 23375.8 21500.8 3798.63 324.999 threshold=1083.9006000000002 481.77300000000008 1048.2900000000002 9.3870000000000022 3.2429500000000004 1048.2900000000002 943.76675000000012 1023.8910000000002 2022.5000000000002 756.4475000000001 650.90000000000009 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 8 6 7 9 10 -1 -3 -10 right_child=-2 3 -4 -5 -6 -7 -8 -9 11 -11 -12 -13 leaf_value=0.00092257988302949943 -0.48987310957401359 0.041515328165675908 0.5224870053459616 -0.62244876241683966 0.39311769477252306 -0.37768228871481763 0.39552238169170567 -0.53860358302409839 -0.29958760129438866 -0.29236800304800276 -0.12472415913586263 -0.34429844862428205 leaf_weight=134092 47 28 34 20 29 28 21 26 37 25 27 29 leaf_count=134092 47 28 34 20 29 28 21 26 37 25 27 29 internal_value=0 0.000696226 0.000878318 -0.143077 -0.0791607 0.000746159 0.000825137 0.000763347 -0.192351 0.000867909 -0.0400931 -0.319233 internal_weight=0 134396 134226 170 150 134192 134164 134143 121 134117 55 66 internal_count=134443 134396 134226 170 150 134192 134164 134143 121 134117 55 66 is_linear=0 shrinkage=0.01 Tree=783 num_leaves=9 num_cat=1 split_feature=0 25 3 13 15 18 20 26 split_gain=110820 37211.2 75748.5 37697.9 27837.4 31707.7 40972.4 3109.44 threshold=1083.9006000000002 0 1048.2900000000002 943.76675000000012 756.4475000000001 484.61250000000007 518.74587500000018 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 left_child=1 7 3 4 5 6 -3 -1 right_child=-2 2 -4 -5 -6 -7 -8 -9 leaf_value=0.11116825193166734 -0.48497438410495192 0.00022336845803501361 0.47954513087417139 0.43450317716598513 -0.34754960474760638 0.27509663536435081 0.45287382411956784 0.19828029473622638 leaf_weight=80 47 134094 33 20 23 42 20 84 leaf_count=80 47 134094 33 20 23 42 20 84 internal_value=0 0.000689264 0.000499734 0.000381973 0.000317265 0.000376904 0.000290871 0.146833 internal_weight=0 134396 134232 134199 134179 134156 134114 164 internal_count=134443 134396 134232 134199 134179 134156 134114 164 cat_boundaries=0 5 cat_threshold=0 0 4 0 8192 is_linear=0 shrinkage=0.01 Tree=784 num_leaves=14 num_cat=1 split_feature=0 25 3 9 6 4 8 9 18 4 26 9 26 split_gain=108614 36470.7 74241.1 43722.8 69807.3 47181.1 45302 26299.6 30656.2 26540.6 25906.2 10768.7 3047.56 threshold=1083.9006000000002 0 1048.2900000000002 673.83140000000014 5.6142500000000011 481.77300000000008 5.6142500000000011 215.97850000000003 484.61250000000007 108.80750000000002 2022.5000000000002 1023.8910000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 3 5 11 7 10 8 -3 -9 -7 -5 -1 right_child=-2 2 -4 4 -6 6 -8 9 -10 -11 -12 -13 -14 leaf_value=0.11005655896663666 -0.48012463559495644 0.00059891055572478284 0.47474974429968636 0.31765202370556916 -0.26129534077644345 0.044251680232011356 -0.5627033084869385 -0.11162104290671691 0.27408433786252651 0.16720251558642638 -0.23395839163574622 0.60732749439421152 0.19629749479747954 leaf_weight=80 47 133551 33 33 20 65 25 336 41 38 69 21 84 leaf_count=80 47 133551 33 33 20 65 25 336 41 38 69 21 84 internal_value=0 0.000682371 0.000494737 0.000378153 0.243385 0.00024408 -0.171914 0.000448409 0.000682844 -0.0832914 -0.0990057 0.430304 0.145365 internal_weight=0 134396 134232 134199 74 134125 159 133966 133592 374 134 54 164 internal_count=134443 134396 134232 134199 74 134125 159 133966 133592 374 134 54 164 cat_boundaries=0 5 cat_threshold=0 0 4 0 8192 is_linear=0 shrinkage=0.01 Tree=785 num_leaves=29 num_cat=6 split_feature=0 2 25 24 3 2 25 24 26 26 1 5 0 26 0 26 14 3 1 24 0 26 1 24 26 0 0 26 split_gain=57701.4 63825.4 43236.7 143850 64399.4 60495.4 60127.6 49173.6 113828 48923.3 39864.2 51553.8 50206.8 77984 51215.2 31329.6 31176.8 40205.9 15421.1 8618 8132.05 7841.23 7400.1 7323.11 3681.25 768.731 415.851 392.407 threshold=542.34225000000004 12.987 0 1 145.10250000000005 1048.2900000000002 2 3 2022.5000000000002 2022.5000000000002 543.20000000000016 1066.3056000000001 24.245000000000005 2022.5000000000002 155.78450000000004 2022.5000000000002 630.11250000000007 1048.2900000000002 789.60480000000007 4 643.62800000000016 2022.5000000000002 789.60480000000007 5 2022.5000000000002 783.48000000000013 1083.9006000000002 2022.5000000000002 decision_type=2 2 9 1 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 left_child=2 15 3 6 9 10 21 8 -8 19 11 16 13 22 -14 20 17 -4 -15 -5 -2 -1 -12 24 -9 -22 -17 -25 right_child=1 -3 5 4 -6 -7 7 23 -10 -11 12 -13 14 18 -16 26 -18 -19 -20 -21 25 -23 -24 27 -26 -27 -28 -29 leaf_value=-0.084199879409805431 -0.12088497888474237 -0.65150645980834965 0.00052513345240049196 0.13202629608693331 -0.61399738311767582 0.44258223810503561 0.16544156625353057 0.30302391104264692 0.80043518111922529 -0.14085783292989776 0.67649100338971169 0.48463781860741706 -0.49212595582008362 0.17033167707509009 0.20706780650398948 -0.23601096484719253 -0.26265389280849033 0.3795011254719326 -0.17235019739717244 0.0042184479236602786 0.065587644577026372 0.075492358285872654 0.4351582690080007 0.072635796757067661 0.1873245067291639 0.14562573178609212 -0.28655261004412619 0.10895531606674194 leaf_weight=62 21 25 133058 105 20 31 58 55 55 213 27 22 20 29 22 41 45 28 24 110 20 61 24 59 55 30 27 60 leaf_count=62 21 25 133058 105 20 31 58 55 55 213 27 22 20 29 22 41 45 28 24 110 20 61 24 59 55 30 27 60 internal_value=0 -0.186336 0.00135195 0.0695588 -0.0580643 0.00087961 0.19115 0.259692 0.435931 -0.0334427 0.000776953 0.00059587 0.165926 0.283772 -0.125882 -0.102672 0.000515881 0.000604866 0.015155 0.0729732 0.0442527 -0.00462676 0.562923 0.158125 0.224743 0.11361 -0.256079 0.0838979 internal_weight=0 164 134243 913 448 133330 465 342 113 428 133299 133153 146 104 42 139 133131 133086 53 215 71 123 51 229 110 50 68 119 internal_count=134407 164 134243 913 448 133330 465 342 113 428 133299 133153 146 104 42 139 133131 133086 53 215 71 123 51 229 110 50 68 119 cat_boundaries=0 5 6 11 12 13 14 cat_threshold=2147483648 262145 4096 16842880 139776 413 2147483648 0 0 65664 131072 260 3584 9 is_linear=0 shrinkage=0.01 Tree=786 num_leaves=21 num_cat=4 split_feature=4 11 4 11 25 24 25 0 0 6 1 24 0 1 26 0 26 6 26 11 split_gain=75541.8 40804.3 143694 44901.9 42713.7 167619 62004.5 32108.1 66160.9 35006.8 44230.9 163929 26707.5 13089.2 12940.2 10537 6571.14 2999.38 1620.31 875.023 threshold=1066.3056000000001 481.77300000000008 16.158000000000005 944.45425000000012 0 1 2 542.34225000000004 643.62800000000016 783.98480000000006 437.49875000000003 3 34.665000000000006 25.388750000000005 2022.5000000000002 1083.9006000000002 2022.5000000000002 1043.5418000000002 2022.5000000000002 648.37500000000011 decision_type=2 2 2 2 9 1 9 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 4 3 19 5 14 16 9 -9 10 12 -12 -6 15 -1 -10 -7 -11 -8 -3 right_child=-2 2 -4 -5 7 6 18 8 13 17 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.37196416955727801 -0.4280643714346537 0.18987390414873759 0.96093876516818999 -0.38238543828328453 8.3191668602948936e-05 0.19234972475681986 -0.15079569980502128 -0.51246234092358001 -0.0035223787277936934 -0.34614096641540526 -0.12725011671870207 0.40732617992188852 0.028134960591108933 0.2068199963569641 0.599656053185463 -0.23330185331147291 0.058060564398765564 -0.18963232569694519 -0.22065272331237792 0.11577708587926978 leaf_weight=52 41 30 20 21 129983 70 64 37 64 24 111 104 3485 20 48 29 76 25 69 34 leaf_count=52 41 30 20 21 129983 70 64 37 64 24 111 104 3485 20 48 29 76 25 69 34 internal_value=0 0.00124277 0.198298 0.0188535 0.00108866 0.105724 -0.0242176 0.000784496 -0.145439 0.000948566 0.00104652 0.144362 0.000815655 -0.0252636 0.437506 -0.075174 0.114597 -0.26629 -0.173958 0.15051 internal_weight=0 134366 105 85 134261 379 279 133882 150 133732 133683 215 133468 113 100 93 146 49 133 64 internal_count=134407 134366 105 85 134261 379 279 133882 150 133732 133683 215 133468 113 100 93 146 49 133 64 cat_boundaries=0 5 6 10 11 cat_threshold=0 262144 0 16842880 139264 1284 0 262144 0 65664 968 is_linear=0 shrinkage=0.01 Tree=787 num_leaves=17 num_cat=3 split_feature=4 11 4 11 25 24 0 2 6 2 25 0 0 2 6 11 split_gain=74038.6 39992.2 140835 44008.3 42143.7 168548 32941 87689 34324.7 61683.2 25366.7 22699.5 18483 10450 2939.69 857.61 threshold=1066.3056000000001 481.77300000000008 16.158000000000005 944.45425000000012 0 1 542.34225000000004 12.987 783.98480000000006 783.48000000000013 2 643.62800000000016 1083.9006000000002 1048.2900000000002 1043.5418000000002 648.37500000000011 decision_type=2 2 2 2 9 1 2 2 2 2 9 2 2 2 2 2 left_child=1 4 3 15 5 -1 8 11 9 10 -6 -8 -13 -11 -10 -3 right_child=-2 2 -4 -5 6 -7 7 -9 14 13 -12 12 -14 -15 -16 -17 leaf_value=0.4004640585886754 -0.42378373076276082 0.18797515765825906 0.951329375743866 -0.37856158165704634 0.017153617535195544 -0.10144954717237185 -0.27113396534414003 -0.7151301773734714 -0.34267956097920738 0.19143972901736989 -0.00022631541196012345 0.12871587687272293 -0.16802973116597822 0.44750283432006838 -0.18773599739074709 0.11461931214613075 leaf_weight=113 41 30 20 21 8994 143 33 23 24 34 124746 65 31 30 25 34 leaf_count=113 41 30 20 21 8994 143 33 23 24 34 124746 65 31 30 25 34 internal_value=0 0.00123055 0.196315 0.0186649 0.00107798 0.126824 0.000828232 -0.146301 0.00099537 0.00109228 0.000943749 -0.0448823 0.0328918 0.311469 -0.263627 0.149005 internal_weight=0 134366 105 85 134261 256 134005 152 133853 133804 133740 129 96 64 49 64 internal_count=134407 134366 105 85 134261 256 134005 152 133853 133804 133740 129 96 64 49 64 cat_boundaries=0 5 6 12 cat_threshold=0 262144 0 16842752 139264 1428 2151972864 69208067 1074143364 684195968 134777344 286880 is_linear=0 shrinkage=0.01 Tree=788 num_leaves=19 num_cat=2 split_feature=4 11 4 11 25 24 26 0 2 6 2 26 7 0 0 26 6 11 split_gain=72565.3 39196.3 138032 43132.5 41379.5 165454 40179.4 32285.5 85943.9 33641.7 60455.7 31944.6 27991.7 22247.8 18115.2 14988.2 2881.19 840.543 threshold=1066.3056000000001 481.77300000000008 16.158000000000005 944.45425000000012 0 1 2022.5000000000002 542.34225000000004 12.987 783.98480000000006 783.48000000000013 2022.5000000000002 1043.5418000000002 643.62800000000016 1083.9006000000002 2022.5000000000002 1043.5418000000002 648.37500000000011 decision_type=2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 17 5 6 -1 9 13 10 12 -7 -6 -9 -15 -12 -11 -3 right_child=-2 2 -4 -5 7 11 -8 8 -10 16 15 -13 -14 14 -16 -17 -18 -19 leaf_value=0.24165680810276949 -0.41954589268056358 0.18609540843963621 0.94181611442565927 -0.374775968733288 0.00099811826609742739 0.0494370613378637 0.61880303131906611 -0.26842262170531533 -0.70797886806985599 -0.33925276279449462 0.11721674270629884 -0.24984571299552918 -0.32715007112576411 0.1274287119278541 -0.16634943331441573 0.43087889891404374 -0.18585863533020022 0.1134731110053904 leaf_weight=56 41 30 20 21 133714 68 57 33 23 24 25 75 26 65 31 39 25 34 leaf_count=56 41 30 20 21 133714 68 57 33 23 24 25 75 26 65 31 39 25 34 internal_value=0 0.00121848 0.194352 0.0184783 0.00106744 0.125669 0.396785 0.000819962 -0.144838 0.000985429 0.00108137 -0.100501 0.000934324 -0.0444334 0.0325629 0.308355 -0.26099 0.147515 internal_weight=0 134366 105 85 134261 256 113 134005 152 133853 133804 143 133740 129 96 64 49 64 internal_count=134407 134366 105 85 134261 256 113 134005 152 133853 133804 143 133740 129 96 64 49 64 cat_boundaries=0 5 6 cat_threshold=0 262144 0 16842752 139264 1428 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 0 6 22 0 0 26 11 split_gain=71121.3 38416.3 135286 42274.2 38151.8 80441.1 30198.7 57489.7 33345.1 27301.6 115171 27304 18648.1 25551.5 23394.9 823.816 threshold=1066.3056000000001 481.77300000000008 16.158000000000005 944.45425000000012 542.34225000000004 12.987 1043.5418000000002 657.87500000000011 783.98480000000006 223.35100000000003 259.31250000000006 119.77250000000002 643.62800000000016 1083.9006000000002 2022.5000000000002 648.37500000000011 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 12 7 9 -9 11 -11 -1 -6 14 -14 -3 right_child=-2 2 -4 -5 5 -7 -8 8 -10 10 -12 -13 13 -15 -16 -17 leaf_value=0.00099272090690296819 -0.41535043431491392 0.18423445272445679 0.9323979263305664 -0.37102820441836398 -0.26367829466567316 -0.7008990826814071 -0.32142224632460498 0.57673435493751812 0.074986621256058039 0.10631776152220375 -0.617697868347168 -0.21791865173139069 0.27956100488320373 -0.21133520030975342 -0.10336799180066145 0.11233838565209332 leaf_weight=133450 41 30 20 21 34 23 29 27 26 491 23 57 39 35 27 34 leaf_count=133450 41 30 20 21 34 23 29 27 26 491 23 57 39 35 27 34 internal_value=0 0.00120629 0.192409 0.0182935 0.00105676 -0.154244 0.00123974 0.00130953 0.330594 0.00117931 0.0739202 0.000899258 -0.06111 0.0070813 0.122908 0.14604 internal_weight=0 134366 105 85 134261 158 134103 134074 53 134021 514 133507 135 101 66 64 internal_count=134407 134366 105 85 134261 158 134103 134074 53 134021 514 133507 135 101 66 64 is_linear=0 shrinkage=0.01 Tree=790 num_leaves=22 num_cat=1 split_feature=11 7 3 12 0 9 2 11 24 4 0 3 2 7 2 1 4 4 7 3 26 split_gain=37000.9 34325.5 140938 129982 47835.3 365940 750141 114442 76915.2 123113 86884.5 53967.3 44503.1 37001.3 85617.5 34247.7 59290.5 31368.2 25892.1 10022.8 9017.65 threshold=751.80750000000012 276.13500000000005 223.35100000000003 147.97550000000004 95.355000000000004 145.10250000000005 51.002500000000005 148.01500000000001 0 293.27220000000005 102.15500000000002 544.35000000000002 1048.2900000000002 187.26000000000002 17.717350000000003 99.922600000000003 100.664 1066.3056000000001 441.87500000000006 1048.2900000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 15 11 7 -7 8 10 -10 -6 12 13 17 -15 16 18 -1 -3 20 -13 right_child=-2 2 -4 -5 5 6 -8 -9 9 -11 -12 19 -14 14 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.00014257357658428022 0.31224549117841216 -0.017058785840084679 -0.89206295694623683 0.59243154032477019 0.66476249013628275 -0.055414675510290896 2.3989408164620403 0.77873442476987831 -0.011361067515819117 -0.70727245550889239 0.091118728978072591 -0.063551899838176634 -0.3729515588283539 0.056276434529480057 0.65602431690251384 -0.39750682353973388 0.41656049769857656 -0.39620423674583438 -0.21877838164567948 -0.38880293772770808 -0.26379739095254434 leaf_weight=131749 38 133 21 29 28 33 20 20 1142 26 463 44 32 201 27 36 23 20 122 26 46 leaf_count=131749 38 133 21 29 28 33 20 20 1142 26 463 44 32 201 27 36 23 20 122 26 46 internal_value=0 0.000158392 -0.0968185 -0.0481301 0.000422064 0.0526344 0.870757 0.0268092 0.0177444 -0.0266243 0.12136 -0.000262273 -7.28495e-05 1.75474e-05 0.127299 -0.10729 -0.0697082 -0.000202688 -0.113568 -0.215861 -0.1659 internal_weight=0 134241 364 343 133877 1732 53 1679 1659 1168 491 132145 132029 131997 228 314 278 131769 255 116 90 internal_count=134279 134241 364 343 133877 1732 53 1679 1659 1168 491 132145 132029 131997 228 314 278 131769 255 116 90 cat_boundaries=0 1 cat_threshold=1298 is_linear=0 shrinkage=0.01 Tree=791 num_leaves=17 num_cat=0 split_feature=11 5 3 4 2 2 9 7 2 0 16 22 3 0 5 26 split_gain=36264.6 38935.1 99609.2 43363.3 39919.9 35494.2 81846.6 79409.1 44188.5 733836 62672.1 43932.7 39792.2 29897.3 16044.8 6433.03 threshold=751.80750000000012 544.35000000000002 110.457785 12.359700000000002 1048.2900000000002 394.3250000000001 121.2 8.0402250000000013 154.91865000000004 290.96350000000007 75.223800000000011 266.84000000000009 255.07275000000001 60.461000000000006 650.90000000000009 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 14 5 8 7 13 11 10 -10 12 -1 -7 -3 -16 right_child=-2 2 -4 -5 -6 6 -8 -9 9 -11 -12 -13 -14 -15 15 -17 leaf_value=0.00025860955384859462 0.30912302770112687 -0.17750102415680885 -0.82031014680862424 -0.41772084190295294 0.33800834165300642 -0.078298802971839901 -0.73500237488746645 0.50295147429813036 0.0054560447622794186 1.9203232156095049 0.51522519922256471 0.46867734694480895 -0.10000714843046454 -0.42726884513065733 0.26875541638760342 0.058230392622186787 leaf_weight=132691 38 24 20 26 35 160 20 22 683 21 25 20 397 29 21 47 leaf_count=132691 38 24 20 26 35 160 20 22 683 21 25 20 397 29 21 47 internal_value=0 0.000156808 -0.167727 -0.0571193 0.00032957 0.000241415 -0.123609 -0.0656572 0.000455179 0.0780986 0.0234564 2.99446e-05 -4.04821e-05 -0.131844 0.0447899 0.123245 internal_weight=0 134241 138 118 134103 134068 231 211 133837 729 708 133108 133088 189 92 68 internal_count=134279 134241 138 118 134103 134068 231 211 133837 729 708 133108 133088 189 92 68 is_linear=0 shrinkage=0.01 Tree=792 num_leaves=14 num_cat=2 split_feature=18 9 9 3 3 3 9 2 25 24 17 9 8 split_gain=34053.9 32610.1 216037 80359.1 74896.3 123225 55244.2 46455.9 44298.6 125645 49163.2 6544.59 606.996 threshold=747.99000000000012 396.4661000000001 362.49400000000003 1048.2900000000002 255.07275000000001 12.987 1023.8910000000002 1048.2900000000002 0 1 407.74900000000008 673.83140000000014 39.695000000000007 decision_type=2 2 2 2 2 2 2 2 9 1 2 2 2 left_child=1 2 3 7 5 6 11 8 9 -1 -10 12 -3 right_child=-2 4 -4 -5 -6 -7 -8 -9 10 -11 -12 -13 -14 leaf_value=0.21154657395947885 0.40290293103172664 -0.11186621309855045 0.92987816886901853 -0.50086641415953637 -0.70828080129623416 0.67665715432167051 -0.62139256564053624 0.38128690004348753 -0.00033264860561350992 -0.055089938243230184 0.26666522551273952 0.030130222847587183 -0.17361717152595521 leaf_weight=347 21 78 25 32 20 20 22 32 133208 347 69 38 20 leaf_count=347 21 78 25 32 20 20 22 32 133208 347 69 38 20 internal_value=0 0.000178818 0.000368222 0.000194851 -0.128061 -0.0628677 -0.156478 0.000314505 0.000223507 0.0793395 -0.000194404 -0.0812718 -0.124468 internal_weight=0 134258 134060 134035 198 178 158 134003 133971 694 133277 136 98 internal_count=134279 134258 134060 134035 198 178 158 134003 133971 694 133277 136 98 cat_boundaries=0 5 6 cat_threshold=1310720 262146 4 16842752 33694208 1319 is_linear=0 shrinkage=0.01 Tree=793 num_leaves=18 num_cat=6 split_feature=11 5 3 4 3 25 24 25 24 22 4 1 25 5 24 5 5 split_gain=35558 38023.6 97148.3 42446.9 34655.6 38753.9 119150 59518.6 61771 31812.3 27838.6 24894.9 18312.1 15722.5 7124.96 51.4226 2.75747 threshold=751.80750000000012 544.35000000000002 110.457785 12.359700000000002 1048.2900000000002 0 1 2 3 266.84000000000009 1066.3056000000001 46.726464000000014 4 650.90000000000009 5 1066.3056000000001 783.48000000000013 decision_type=2 2 2 2 2 9 1 9 1 2 2 2 9 2 1 2 2 left_child=1 4 3 13 5 6 7 -1 -9 10 11 -7 -8 -3 -14 16 -15 right_child=-2 2 -4 -5 -6 9 12 8 -10 -11 -12 -13 14 15 -16 -17 -18 leaf_value=0.39053769639700897 0.3060941952153256 -0.17574167956908543 -0.8102257151603699 -0.41329210629829993 0.32937221020460128 -0.00090462182351328641 0.039069480807033936 0.25471067186502311 -0.059350254369336504 0.38903685706002372 0.34034130056699119 0.029090200324582684 -0.040818991054836502 0.12508661793810982 -0.16662873119354249 0.10895945690927052 0.12995862236389749 leaf_weight=111 38 24 20 26 32 130503 124 120 119 21 24 2827 107 21 115 21 26 leaf_count=111 38 24 20 26 32 130503 124 120 119 21 24 2827 107 21 115 21 26 internal_value=0 0.00015292 -0.165754 -0.0565212 0.000323648 0.000245111 0.074139 0.201976 0.102234 -0.000146043 -0.00020734 -0.000268641 -0.0572166 0.0443053 -0.110364 0.121969 0.127782 internal_weight=0 134241 138 118 134103 134071 696 350 239 133375 133354 133330 346 92 222 68 47 internal_count=134279 134241 138 118 134103 134071 696 350 239 133375 133354 133330 346 92 222 68 47 cat_boundaries=0 5 6 11 12 17 18 cat_threshold=1310720 262146 4 16842752 33694208 1319 0 2 4 65536 8192 259 0 262144 0 0 33554432 704 is_linear=0 shrinkage=0.01 Tree=794 num_leaves=19 num_cat=6 split_feature=11 5 3 4 2 25 24 3 25 24 22 4 25 26 5 25 26 26 split_gain=34850.3 37267.1 95215 41602.2 38242.5 36514 139424 87895 76377.4 60636 31198 28001.4 26348.4 25277.3 15409.6 10721.4 6306.65 4184.81 threshold=751.80750000000012 544.35000000000002 110.457785 12.359700000000002 1048.2900000000002 0 1 1048.2900000000002 2 3 266.84000000000009 650.90000000000009 4 2022.5000000000002 650.90000000000009 5 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 9 1 2 9 1 2 2 9 2 2 9 2 2 left_child=1 4 3 14 5 6 8 10 13 -10 11 -7 17 -1 -3 -14 -16 -8 right_child=-2 2 -4 -5 -6 7 12 -9 9 -11 -12 -13 15 -15 16 -17 -18 -19 leaf_value=0.31936896168101919 0.30303326531460412 -0.17398427085330087 -0.80212345504760751 -0.409159177174935 0.33082886069161554 -0.00043489997672319683 0.10865817705790201 0.57035582895632142 0.25235951027503378 -0.058802757983983947 0.38514648074195501 0.18441379480972522 -0.044917952952177632 0.62688937590672422 0.26482285530794236 -0.19705258540524781 0.056376011599885659 -0.0080346893072128309 leaf_weight=55 38 24 20 26 35 133243 63 27 120 119 21 82 105 52 21 121 47 60 leaf_count=55 38 24 20 26 35 133243 63 27 120 119 21 82 105 52 21 121 47 60 internal_value=0 0.000151702 -0.164096 -0.055956 0.000320723 0.00023444 0.0720123 -0.000144979 0.211755 0.10129 -0.000260506 -0.000321211 -0.0685684 0.428748 0.0438623 -0.131269 0.120749 0.047845 internal_weight=0 134241 138 118 134103 134068 695 133373 346 239 133346 133325 349 107 92 226 68 123 internal_count=134279 134241 138 118 134103 134068 695 133373 346 239 133346 133325 349 107 92 226 68 123 cat_boundaries=0 5 6 11 12 17 22 cat_threshold=1310720 262146 4 16842752 33694208 1319 0 2 4 65536 8192 259 0 262144 0 0 33554432 0 0 0 16842752 512 is_linear=0 shrinkage=0.01 Tree=795 num_leaves=23 num_cat=3 split_feature=3 1 24 0 1 14 0 25 2 2 3 24 2 2 1 1 26 26 1 1 26 14 split_gain=78145.9 55492.1 225277 136027 46825.4 41363 37456.7 36526.5 236844 159976 64421.2 43663.6 27948.3 21737.6 16291.9 15719.9 21767.7 3217.58 2821.76 2355.73 1234.62 571.109 threshold=1048.2900000000002 437.49875000000003 0 27.356500000000004 311.36400000000009 426.32200000000006 39.555000000000007 1 1048.2900000000002 543.20000000000016 782.62500000000011 2 52.203500000000012 10.396500000000001 650.90000000000009 650.90000000000009 2022.5000000000002 2022.5000000000002 395.70800000000008 362.49400000000003 2022.5000000000002 539.28000000000009 decision_type=2 2 1 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 14 5 7 17 9 10 11 -9 -1 15 21 -3 20 -17 19 -19 -6 -4 -7 right_child=-2 2 12 -5 6 13 -8 8 -10 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 leaf_value=0.036001217875587029 -0.46501634915669765 0.84243588822953241 -0.27783012804777729 -0.018070100214746265 0.011363306768012768 -0.092785060317428031 -0.50738102100513605 -0.00043399369981636109 -0.97377009201049802 0.70322393774986269 0.55347952831359137 -0.0035015204273586304 -0.49362565903436567 -0.50061939990520476 0.54710916672983478 0.22460703743828667 -0.18078543259547306 -0.1836672000752555 -0.058461507514671045 -0.11458721690707738 -0.1753013547261556 -0.15027446551869314 leaf_weight=5582 36 47 23 36 33 27 27 122506 25 34 21 5604 21 20 31 27 26 54 27 27 24 48 leaf_count=5582 36 47 23 36 33 27 27 122506 25 34 21 5604 21 20 31 27 26 54 27 27 24 48 internal_value=0 0.000955853 0.154489 0.450842 0.000686667 0.000896054 -0.166159 0.00104419 -0.000537589 0.0183055 -0.000339058 0.0162401 -0.149614 -0.207692 0.725062 -0.0923336 0.0257353 -0.100818 -0.141932 -0.0453144 -0.225475 -0.129578 internal_weight=0 134270 235 114 134035 133867 168 133772 122552 11220 122527 11186 121 95 78 100 53 141 81 60 47 75 internal_count=134306 134270 235 114 134035 133867 168 133772 122552 11220 122527 11186 121 95 78 100 53 141 81 60 47 75 cat_boundaries=0 1 7 8 cat_threshold=3117 33554432 394243 291156 697827456 692288 673 3185 is_linear=0 shrinkage=0.01 Tree=796 num_leaves=22 num_cat=1 split_feature=3 1 2 2 1 14 26 0 25 2 2 3 7 1 2 1 1 26 1 1 14 split_gain=76590.8 54387.8 104086 68406.2 45893.6 40539.8 40042.6 36711.3 35800.7 232130 156792 63139.2 40520.3 29767.2 21305 20897.9 7889.81 3153.55 2765.61 2308.86 559.744 threshold=1048.2900000000002 437.49875000000003 292.55550000000005 52.203500000000012 311.36400000000009 426.32200000000006 2022.5000000000002 39.555000000000007 0 1048.2900000000002 543.20000000000016 782.62500000000011 150.61000000000004 1066.3056000000001 10.396500000000001 650.90000000000009 543.20000000000016 2022.5000000000002 395.70800000000008 362.49400000000003 539.28000000000009 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 4 3 6 5 8 15 17 10 11 12 -10 -1 16 20 -3 -8 19 -19 -6 -7 right_child=-2 2 -4 -5 7 14 13 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 leaf_value=0.018491249845490689 -0.4603661455048455 0.15393096615286436 0.84297007954120629 -0.40298426246643071 0.011249664335539847 -0.091857210353568752 -0.029038627517634422 -0.50230719954879199 -0.00042965376673138184 -0.96403239059448242 0.69619167243733127 0.54794475050554392 -0.13402403973590182 -0.33766583061218264 -0.4956132067590952 0.44623212794040112 0.18439664746439735 -0.18183053036530811 -0.057876886968259454 -0.11344134577998409 -0.14877171896398067 leaf_weight=11009 36 51 20 25 33 27 29 27 122506 25 34 21 177 20 20 47 43 54 27 27 48 leaf_count=11009 36 51 20 25 33 27 29 27 122506 25 34 21 177 20 20 47 43 54 27 27 48 internal_value=0 0.000946318 0.152944 0.0887554 0.000679825 0.000887118 0.153458 -0.164497 0.00103377 -0.000532213 0.0181227 -0.000335667 0.0160779 0.00362629 -0.205615 0.294116 0.0984297 -0.0998099 -0.140513 -0.0448613 -0.128282 internal_weight=0 134270 235 215 134035 133867 190 168 133772 122552 11220 122527 11186 92 95 98 72 141 81 60 75 internal_count=134306 134270 235 215 134035 133867 190 168 133772 122552 11220 122527 11186 92 95 98 72 141 81 60 75 cat_boundaries=0 6 cat_threshold=33554432 394243 291156 697827456 692288 673 is_linear=0 shrinkage=0.01 Tree=797 num_leaves=22 num_cat=1 split_feature=3 1 24 0 1 14 0 15 3 11 13 2 2 1 1 26 26 1 1 26 14 split_gain=75066.6 53305.5 220514 133581 44980.3 39733.1 35980.7 29180.3 27829.6 75379.5 27242.2 27200.8 20881.1 16121 15280 20803.3 3090.79 2710.58 2262.91 1236.86 548.605 threshold=1048.2900000000002 437.49875000000003 0 27.356500000000004 311.36400000000009 426.32200000000006 39.555000000000007 650.90000000000009 134.02375000000004 41.453500000000005 444.2706 52.203500000000012 10.396500000000001 650.90000000000009 650.90000000000009 2022.5000000000002 2022.5000000000002 395.70800000000008 362.49400000000003 2022.5000000000002 539.28000000000009 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 13 5 7 16 8 10 -10 -1 14 20 -3 19 -16 18 -18 -6 -4 -7 right_child=-2 2 11 -5 6 12 -8 -9 9 -11 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 leaf_value=0.00082654866220494211 -0.45576247758335542 0.83299258729244796 -0.27659113116886308 -0.020184809929794736 0.011137174259532581 -0.090938639110989039 -0.49728413899739587 -0.2594364884842274 0.029085463726850204 0.36036936460515939 -0.16857403704994603 -0.48881273337772918 -0.49065707306563855 0.53921826374146253 0.21789867047910338 -0.17841202323253338 -0.18001222177788062 -0.057298110502737538 -0.11230693428604692 -0.17396940708160399 -0.14728400024895869 leaf_weight=132604 36 47 23 36 33 27 27 43 956 74 95 21 20 31 27 26 54 27 27 24 48 leaf_count=132604 36 47 23 36 33 27 27 43 956 74 95 21 20 31 27 26 54 27 27 24 48 internal_value=0 0.000936855 0.151414 0.444676 0.000673027 0.000878247 -0.162852 0.00102343 0.00110718 0.0528864 0.000705274 -0.149293 -0.203559 0.716236 -0.0929231 0.0234821 -0.0988118 -0.139108 -0.0444127 -0.224189 -0.127 internal_weight=0 134270 235 114 134035 133867 168 133772 133729 1030 132699 121 95 78 100 53 141 81 60 47 75 internal_count=134306 134270 235 114 134035 133867 168 133772 133729 1030 132699 121 95 78 100 53 141 81 60 47 75 cat_boundaries=0 1 cat_threshold=3117 is_linear=0 shrinkage=0.01 Tree=798 num_leaves=22 num_cat=1 split_feature=1 2 2 1 0 0 1 18 1 25 2 2 5 11 9 6 1 5 26 1 1 split_gain=47936.6 104313 64497 46598.5 38127.7 37042.3 45180.4 34773.7 31636.4 31008 233694 171628 43880.1 42747.8 38152.4 33641 12684.1 4855.06 3078.44 2674.02 2217.88 threshold=437.49875000000003 292.55550000000005 52.203500000000012 311.36400000000009 39.555000000000007 126.55500000000002 1066.3056000000001 747.99000000000012 789.60480000000007 0 1048.2900000000002 543.20000000000016 364.99000000000007 751.80750000000012 362.49400000000003 295.12500000000006 543.20000000000016 481.77300000000008 2022.5000000000002 395.70800000000008 362.49400000000003 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=3 2 5 7 18 6 8 9 16 11 13 12 15 14 -11 -1 -2 -14 20 -20 -5 right_child=1 -3 -4 4 -6 -7 -8 -9 -10 10 -12 -13 17 -15 -16 -17 -18 -19 19 -21 -22 leaf_value=0.017760373197015913 -0.023854264937914333 0.83411668086051949 -0.39839964675903317 0.011025801282940489 -0.5021586983544486 0.477751017170293 0.47518240966796876 0.41771025466918943 -0.28693934491702489 -0.00080349628341251796 -0.93097029721295388 0.77218082205454508 -0.15911080265045166 0.41294072608947752 0.16150200387938271 -0.19476550393303235 0.19123075781197382 -0.33618585869669915 -0.17823916140469639 -0.056725134672941983 -0.11118385933063647 leaf_weight=10764 52 20 25 33 28 28 25 20 28 122752 27 30 30 25 145 75 58 32 55 27 27 leaf_count=10764 52 20 25 33 28 28 25 20 28 122752 27 30 30 25 145 75 58 32 55 27 27 internal_value=0 0.143202 0.079228 0.00055564 -0.164902 0.141745 0.0840259 0.000765705 0.0131642 0.000703419 -0.00073216 0.0168357 0.0147724 -0.000527891 -0.000612 0.0162898 0.0895542 -0.250504 -0.0984003 -0.138228 -0.0439685 internal_weight=0 236 216 134070 170 191 163 133900 138 133880 122949 10931 10901 122922 122897 10839 110 62 142 82 60 internal_count=134306 236 216 134070 170 191 163 133900 138 133880 122949 10931 10901 122922 122897 10839 110 62 142 82 60 cat_boundaries=0 6 cat_threshold=33554432 394241 287060 697827456 692288 673 is_linear=0 shrinkage=0.01 Tree=799 num_leaves=23 num_cat=3 split_feature=3 1 24 0 1 14 0 25 2 2 3 24 2 2 1 1 26 26 1 1 26 14 split_gain=73489.9 51238.1 215764 131882 43199.9 39011.7 34545.5 34426.2 223084 150890 61797.9 42859.2 26493.2 20524.7 15891.5 14915.9 20537.8 2968.99 2603.76 2173.74 1215.78 535.42 threshold=1048.2900000000002 437.49875000000003 0 27.356500000000004 311.36400000000009 426.32200000000006 39.555000000000007 1 1048.2900000000002 543.20000000000016 782.62500000000011 2 52.203500000000012 10.396500000000001 650.90000000000009 650.90000000000009 2022.5000000000002 2022.5000000000002 395.70800000000008 362.49400000000003 2022.5000000000002 539.28000000000009 decision_type=2 2 1 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 14 5 7 17 9 10 11 -9 -1 15 21 -3 20 -17 19 -19 -6 -4 -7 right_child=-2 2 12 -5 6 13 -8 8 -10 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 leaf_value=0.035335821688687499 -0.45095826784769694 0.82405423844114267 -0.27498907752659013 -0.023590163952774471 0.010915548873670173 -0.090182694505762162 -0.48728970986825454 -0.00043025945879309038 -0.94506808929443364 0.68294789678910206 0.54208799992288859 -0.0038003654872761699 -0.48404900902793524 -0.48634874781966214 0.53237836991586995 0.21483933519434048 -0.17893416496423575 -0.17642971211009556 -0.056157887423480005 -0.11007201936509875 -0.17324549555778504 -0.14584680893147986 leaf_weight=5582 36 47 23 36 33 27 27 122506 25 34 21 5604 21 20 31 27 26 54 27 27 24 48 leaf_count=5582 36 47 23 36 33 27 27 122506 25 34 21 5604 21 20 31 27 26 54 27 27 24 48 internal_value=0 0.000919355 0.14845 0.438589 0.000660694 0.000861811 -0.159595 0.00100567 -0.000529954 0.0177634 -0.000337277 0.0157574 -0.14885 -0.201711 0.708132 -0.0933427 0.0216674 -0.0968454 -0.136339 -0.0435289 -0.223035 -0.125808 internal_weight=0 134270 235 114 134035 133867 168 133772 122552 11220 122527 11186 121 95 78 100 53 141 81 60 47 75 internal_count=134306 134270 235 114 134035 133867 168 133772 122552 11220 122527 11186 121 95 78 100 53 141 81 60 47 75 cat_boundaries=0 1 7 8 cat_threshold=3117 33554432 394243 291156 697827456 692288 673 3185 is_linear=0 shrinkage=0.01 Tree=800 num_leaves=18 num_cat=4 split_feature=3 7 7 4 1 2 0 24 26 25 24 2 1 2 3 25 7 split_gain=233848 32808.8 40398.2 35096.8 34963.3 170115 79913.8 68179.2 48728.7 43904.4 76925.2 61649 31565.3 32277.8 23632.3 17364.7 1625.59 threshold=1048.2900000000002 657.87500000000011 783.98480000000006 1066.3056000000001 271.85500000000002 362.49400000000003 172.45500000000001 0 2022.5000000000002 1 2 22.848730000000007 232.94400000000005 43.20600000000001 782.62500000000011 3 1043.5418000000002 decision_type=2 2 2 2 2 2 2 1 2 9 1 2 2 2 2 9 2 left_child=1 3 -3 4 9 6 7 -6 -8 10 15 -12 14 -14 -11 -1 -4 right_child=-2 2 16 -5 5 -7 8 -9 -10 12 11 -13 13 -15 -16 -17 -18 leaf_value=0.032170364294733321 -0.78350664138793946 0.50999432972499303 -0.013923540690115518 0.32219967168920177 0.21721011829376222 0.98876810240745538 0.76527660618657656 -0.070818332066902759 0.12748452320098877 0.00017405591025421806 0.16089808228245953 -0.29701393312023533 -0.088616830905278526 -0.52694266843795778 0.290723560665335 -0.11612009980805635 0.099537766809048855 leaf_weight=130 38 28 28 34 100 20 23 315 25 132687 570 31 105 20 28 187 23 leaf_count=130 38 28 28 34 100 20 23 315 25 132687 570 31 105 20 28 187 23 internal_value=0 0.00107254 0.204802 0.000952672 0.000871308 0.0857992 0.046794 0.00211363 0.433093 0.000564634 0.0691085 0.135032 8.57478e-05 -0.158749 0.000235356 -0.0561829 0.0372453 internal_weight=0 134354 79 134275 134241 483 463 415 48 133758 918 601 132840 125 132715 317 51 internal_count=134392 134354 79 134275 134241 483 463 415 48 133758 918 601 132840 125 132715 317 51 cat_boundaries=0 1 7 8 13 cat_threshold=52 0 262146 4100 134283264 33685568 512 408 0 262144 0 134217728 33554432 is_linear=0 shrinkage=0.01 Tree=801 num_leaves=19 num_cat=4 split_feature=3 7 5 7 4 25 24 2 26 2 3 5 2 7 5 25 24 26 split_gain=229195 32155.9 138429 38919.8 34398.3 31259.5 91445.2 67630.7 51614.5 44881.2 311836 321751 163788 32680.3 43855 27333.1 39623.2 9384.05 threshold=1048.2900000000002 657.87500000000011 3.2160235000000004 783.98480000000006 1066.3056000000001 0 1 32.273100000000007 2022.5000000000002 271.95250000000004 11.163000000000002 10.606500000000002 1048.2900000000002 550.05000000000007 1066.3056000000001 2 3 2022.5000000000002 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 9 1 2 left_child=1 4 3 -3 5 6 7 8 -1 13 12 -12 -11 14 -7 17 -17 -8 right_child=-2 2 -4 -5 -6 9 15 -9 -10 10 11 -13 -14 -15 -16 16 -18 -19 leaf_value=0.07912989492194597 -0.77567153679697143 0.81822715950012215 -0.47103772726925941 0.27069849088385295 0.31897765923948851 0.00012047739994073796 0.16120793037011591 -0.34522501754760743 0.29651554076521247 0.039098224871688417 1.0898591786297886 -0.31865701126015705 -0.75809035096849708 -0.36139667243957518 0.46842400294542319 0.063923230805704667 -0.16062547418766288 0.00080519186655680333 leaf_weight=215 38 20 22 37 34 132816 71 25 222 324 55 23 28 25 20 114 228 75 leaf_count=215 38 20 22 37 34 132816 71 25 222 324 55 23 28 25 20 114 228 75 internal_value=0 0.00106186 0.202754 0.462814 0.000943192 0.000862641 0.0577214 0.157222 0.189564 0.00045303 0.102452 0.674527 -0.0243145 0.000122947 0.000190986 -0.0377434 -0.0860863 0.0737574 internal_weight=0 134354 79 57 134275 134241 950 462 437 133291 430 78 352 132861 132836 488 342 146 internal_count=134392 134354 79 57 134275 134241 950 462 437 133291 430 78 352 132861 132836 488 342 146 cat_boundaries=0 6 7 13 14 cat_threshold=0 262146 4100 134217728 33686016 512 1607 0 262144 0 134217728 0 512 48 is_linear=0 shrinkage=0.01 Tree=802 num_leaves=17 num_cat=1 split_feature=10 9 6 10 4 2 25 8 4 20 13 9 13 10 10 10 split_gain=33953.2 258738 54790.3 51591.6 55546.5 35588.2 31698.2 81573.8 83573.4 69836 34994.4 31975 4261.89 2314.67 3.33218 0.456409 threshold=638.18750000000011 27.234500000000004 1043.5418000000002 360.62500000000006 54.310000000000009 1048.2900000000002 0 364.41700000000009 5.6142500000000011 268.67000000000002 362.49400000000003 673.83140000000014 638.18750000000011 479.84000000000009 390.8934450000001 440.18000000000006 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 13 6 7 9 -9 -1 11 -8 -12 14 -5 -16 right_child=1 -3 -4 4 -6 -7 10 8 -10 -11 12 -13 -14 -15 15 -17 leaf_value=0.015503128198979473 -0.16673708680505847 1.1521312730280417 -0.44159356236457825 -0.075652092798896467 -0.6726878303573246 0.29923136663436889 -0.00089137718586201594 -0.11037459172398212 -0.78038455108180649 0.51537949868610933 0.17232012182474138 -0.36593406776587167 0.34312309900919596 -0.17318010927949634 -0.069975769364315529 -0.072041304215788846 leaf_weight=15118 51 21 28 23 21 40 118784 83 24 28 48 24 21 35 23 20 leaf_count=15118 51 21 28 23 21 40 118784 83 24 28 48 24 21 35 23 20 internal_value=0 0.217933 0.000717365 0.000809587 -0.204738 0.00099649 0.000907551 0.014474 -0.260657 0.0164272 -0.000834295 -0.000965118 0.224304 -0.107441 -0.0725798 -0.0709365 internal_weight=0 72 134320 134292 122 134170 134130 15253 107 15146 118877 118808 69 101 66 43 internal_count=134392 72 134320 134292 122 134170 134130 15253 107 15146 118877 118808 69 101 66 43 cat_boundaries=0 6 cat_threshold=1343488 2359554 33837316 164167680 168460865 279169 is_linear=0 shrinkage=0.01 Tree=803 num_leaves=17 num_cat=1 split_feature=3 7 6 4 1 3 26 24 8 1 7 4 3 19 0 26 split_gain=224858 31576 109045 33839.6 34238.1 75675.9 90282.5 165744 63941.2 31159.8 29300.4 28209.8 49592.9 26230.8 18753.4 8194.81 threshold=1048.2900000000002 657.87500000000011 61.732250000000008 1066.3056000000001 271.85500000000002 199.59643500000001 2022.5000000000002 0 24.497000000000003 232.94400000000005 783.98480000000006 544.35000000000002 20.080500000000004 684.84926000000007 58.577500000000008 2022.5000000000002 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 3 10 4 9 6 7 -6 -8 11 -3 13 -13 -1 15 -11 right_child=-2 2 -4 -5 5 -7 8 -9 -10 14 -12 12 -14 -15 -16 -17 leaf_value=0.0008695722708027255 -0.76830728480690413 0.70622042287479747 -0.43720854806900022 0.31636614350711595 -0.097532159631902524 0.53271474565778465 -0.14136403525379343 0.45776114264778472 0.35174526818593344 -0.021036938726902009 0.24537991848346349 -0.27855271188914776 0.27818371307849882 -0.36130968061089519 -0.41521085200102437 -0.2020163223960183 leaf_weight=133513 38 22 20 34 100 35 213 105 30 58 37 80 20 20 23 44 leaf_count=133513 38 22 20 34 100 35 213 105 30 58 37 80 20 20 23 44 internal_value=0 0.00104294 0.200908 0.000925347 0.000845454 0.0848878 0.0499014 0.204459 -0.0804863 0.000541977 0.417219 0.000689594 -0.167205 0.000815327 -0.15727 -0.0991065 internal_weight=0 134354 79 134275 134241 483 448 205 243 133758 59 133633 100 133533 125 102 internal_count=134392 134354 79 134275 134241 483 448 205 243 133758 59 133633 100 133533 125 102 cat_boundaries=0 1 cat_threshold=2496 is_linear=0 shrinkage=0.01 Tree=804 num_leaves=16 num_cat=1 split_feature=3 7 5 7 4 1 2 0 24 2 1 2 2 0 2 split_gain=220384 30947.5 135086 37736.9 33166.1 33616.7 166371 77775.6 66377.8 36504.7 30044.5 31073.4 24954.5 9075.79 1736.28 threshold=1048.2900000000002 657.87500000000011 3.2160235000000004 783.98480000000006 1066.3056000000001 271.85500000000002 362.49400000000003 172.45500000000001 0 783.48000000000013 232.94400000000005 19.645461000000005 271.95250000000004 332.15050000000008 1048.2900000000002 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 4 3 -3 5 9 7 8 -7 10 12 -12 -1 -9 -11 right_child=-2 2 -4 -5 -6 6 -8 13 -10 14 11 -13 -14 -15 -16 leaf_value=0.00058242077005802597 -0.76062420945418507 0.80576996803283696 -0.46670675321058797 0.26662613795415779 0.31320250511169434 0.21372529831799594 0.97709132194519044 0.28913028001785279 -0.07047171996923593 -0.16818145195643108 -0.085505264607759632 -0.51590638971328739 0.08453572830683749 0.56414231578509011 -0.26390876817703246 leaf_weight=133203 38 20 22 37 34 100 20 24 315 36 104 20 355 24 40 leaf_count=133203 38 20 22 37 34 100 20 24 315 36 104 20 355 24 40 internal_value=0 0.00103278 0.198899 0.455799 0.000916362 0.000837268 0.0841135 0.04554 0.00146138 0.000536557 0.000661119 -0.154925 0.00080557 0.426636 -0.218564 internal_weight=0 134354 79 57 134275 134241 483 463 415 133758 133682 124 133558 48 76 internal_count=134392 134354 79 57 134275 134241 483 463 415 133758 133682 124 133558 48 76 cat_boundaries=0 1 cat_threshold=52 is_linear=0 shrinkage=0.01 Tree=805 num_leaves=15 num_cat=2 split_feature=9 7 4 9 0 2 25 6 6 9 11 25 9 7 split_gain=90872.2 39193.9 48852.9 36818 330426 223630 209150 157964 73184.4 67417.9 38667.7 38303 1603.09 18.9237 threshold=783.98480000000006 783.98480000000006 1066.3056000000001 9.0774200000000018 271.26290500000005 1048.2900000000002 0 13.504000000000001 11.163000000000002 60.877500000000005 751.80750000000012 1 1023.8910000000002 1043.5418000000002 decision_type=2 2 2 2 2 2 9 2 2 2 2 9 2 2 left_child=1 2 3 5 6 10 9 -6 -8 -5 11 -1 -2 -3 right_child=12 13 -4 4 7 -7 8 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.082521738585808288 -0.36447959985733036 -0.25364538099745226 0.38536313345938022 0.26133423194018279 1.5277428822290329 -0.79966338566371375 -0.0061724840549414973 0.28595685672760007 0.11230032206608904 0.78324940342373328 0.35875693639119471 -0.00065708794035990951 -0.47663153831775373 -0.26506939074088787 leaf_weight=546 25 29 33 55 21 35 3895 20 602 45 30 129041 26 29 leaf_count=546 25 29 33 55 21 35 3895 20 602 45 30 129041 26 29 internal_value=0 0.000539639 0.000651862 0.000557324 0.0282416 -0.000433015 0.0202703 0.921994 0.00966562 0.451087 -0.000217202 -0.000300306 -0.421655 -0.259357 internal_weight=0 134381 134323 134290 4638 129652 4597 41 4497 100 129617 129587 51 58 internal_count=134432 134381 134323 134290 4638 129652 4597 41 4497 100 129617 129587 51 58 cat_boundaries=0 4 9 cat_threshold=33554432 536870912 0 4194304 2147483648 262146 4 65536 33693760 is_linear=0 shrinkage=0.01 Tree=806 num_leaves=20 num_cat=4 split_feature=9 5 0 4 5 24 25 4 0 25 1 11 7 25 5 4 26 26 9 split_gain=89063.9 58403.1 44257.3 355452 141549 83970.7 67601.3 44533.7 42621.5 34188.3 60036.2 38885.3 35026.2 36701.5 19429.8 8856.83 2588.03 1706 1571.18 threshold=783.98480000000006 1066.3056000000001 290.96350000000007 242.64500000000001 171.57300000000001 0 1 544.35000000000002 332.15050000000008 2 333.22462000000002 215.74175000000005 1043.5418000000002 3 8.0855000000000015 783.48000000000013 2022.5000000000002 2022.5000000000002 1023.8910000000002 decision_type=2 2 2 2 2 1 9 2 2 9 2 2 2 9 2 2 2 2 2 left_child=1 2 7 4 5 8 -7 9 -4 10 11 -1 13 -11 15 17 -17 -9 -2 right_child=18 -3 3 -5 -6 6 -8 14 -10 12 -12 -13 -14 -15 -16 16 -18 -19 -20 leaf_value=-0.051192146216103955 -0.36083480443954474 -0.44063864513238271 -0.13747694320678711 1.3092009861572931 0.78356242458025616 -0.27374352207660674 0.021604595623807423 -0.16747189559006637 0.32709611550290535 0.1172003520060988 0.45687169710795084 0.34567079696655273 -0.38911479027374929 0.00091954481644993718 -0.45866950918327681 0.050869627177715301 -0.095036746917232393 -0.28316779117584229 -0.47186523822637705 leaf_weight=1985 25 30 25 23 24 115 207 26 94 262 24 25 23 131420 22 20 31 25 26 leaf_count=1985 25 30 25 23 24 115 207 26 94 262 24 25 23 131420 22 20 31 25 26 internal_value=0 0.000534304 0.000632816 0.0956916 0.0356685 -0.00503318 -0.088945 0.000286278 0.211706 0.000461906 -0.0401222 -0.046256 0.00109163 0.00115987 -0.189137 -0.131002 -0.0378186 -0.224186 -0.417439 internal_weight=0 134381 134351 488 465 441 322 133863 119 133739 2034 2010 131705 131682 124 102 51 51 51 internal_count=134432 134381 134351 488 465 441 322 133863 119 133739 2034 2010 131705 131682 124 102 51 51 51 cat_boundaries=0 1 6 12 17 cat_threshold=2368 32768 0 1280 0 1 0 1024 8400896 273186816 524802 640 0 262144 4 65536 139328 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 0 5 4 9 split_gain=87291.5 57240.9 43329 348408 138752 91272.5 69778.6 52273.2 40411.8 43646.9 156982 57878.3 30176.8 27105.5 5970.25 1539.92 threshold=783.98480000000006 1066.3056000000001 290.96350000000007 242.64500000000001 171.57300000000001 0 35.292500000000011 1048.2900000000002 544.35000000000002 1 2 1066.3056000000001 783.48000000000013 8.0855000000000015 783.48000000000013 1023.8910000000002 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=0.39939166726668673 -0.35722645559310912 -0.43623225806156796 0.26882780118066757 1.2961089681542439 0.77572675387064627 -0.056951513252312083 -0.56570294809341437 -0.38612688527788436 -0.19121572110652924 0.00019594944153385869 -0.08335619063110826 0.44698851774478782 -0.12606299980827002 -0.50842205663522089 -0.037440376959595026 -0.46714656683114864 leaf_weight=110 25 30 122 23 24 266 30 35 50 133416 151 29 23 21 51 26 leaf_count=110 25 30 122 23 24 266 30 35 50 133416 151 29 23 21 51 26 internal_value=0 0.000528861 0.000626388 0.094683 0.0352576 -0.00504002 -0.104968 0.000283503 0.000384561 0.000550552 0.127331 0.000293024 0.192887 -0.181534 -0.113567 -0.413264 internal_weight=0 134381 134351 488 465 441 296 133863 133828 133706 261 133445 145 122 101 51 internal_count=134432 134381 134351 488 465 441 296 133863 133828 133706 261 133445 145 122 101 51 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=2 split_feature=9 5 7 4 9 25 24 2 2 11 9 7 split_gain=85554.5 56101.8 37880.1 47848.3 36523.7 249548 563041 193908 43138.7 37731.1 1509.27 5.7702 threshold=783.98480000000006 1066.3056000000001 783.98480000000006 1066.3056000000001 9.0774200000000018 0 1 1048.2900000000002 232.66575000000003 751.80750000000012 1023.8910000000002 1043.5418000000002 decision_type=2 2 2 2 2 9 1 2 2 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=-0.00023419600566018694 -0.35365419912338253 -0.4318699279824893 -0.25398989984444503 0.3814649198994492 0.77104065048023007 0.0021761527821277204 0.046448996737282332 -0.75544493002050062 -0.46340488338470459 0.35444799041748049 -0.46247510506556588 -0.26035426284585678 leaf_weight=129561 25 30 29 33 132 4024 460 34 20 30 26 28 leaf_count=129561 25 30 29 33 132 4024 460 34 20 30 26 28 internal_value=0 0.000523808 0.000620359 0.000729754 0.000636173 0.0282156 0.218138 -0.000350198 -0.000126112 -0.000152088 -0.409132 -0.257116 internal_weight=0 134381 134351 134294 134261 4636 592 129625 4044 129591 51 57 internal_count=134432 134381 134351 134294 134261 4636 592 129625 4044 129591 51 57 cat_boundaries=0 4 5 cat_threshold=37781504 536870944 0 2151677952 19 is_linear=0 shrinkage=0.01 Tree=809 num_leaves=11 num_cat=1 split_feature=9 5 7 3 4 6 25 6 9 7 split_gain=83852.2 54985.6 37126.5 62363.1 46922.6 35656.2 36224.9 1730.51 1479.24 5.65538 threshold=783.98480000000006 1066.3056000000001 783.98480000000006 1048.2900000000002 1066.3056000000001 783.98480000000006 0 1043.5418000000002 1023.8910000000002 1043.5418000000002 decision_type=2 2 2 2 2 2 9 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -2 -4 right_child=8 -3 9 -5 -6 7 -8 -9 -10 -11 leaf_value=-0.038454331327522386 -0.35011765365600589 -0.4275512343818943 -0.25144999436263382 0.43538698254209579 0.37765026713862559 0.31618161128117489 0.0011144767354398432 0.20288454643317633 -0.45785036270435042 -0.25775071723120557 leaf_weight=2345 25 30 29 33 33 26 131829 28 26 28 leaf_count=2345 25 30 29 33 33 26 131829 28 26 28 internal_value=0 0.000519178 0.000614764 0.000723065 0.000616229 0.000523535 0.000420138 0.257435 -0.40504 -0.254545 internal_weight=0 134381 134351 134294 134261 134228 134174 54 51 57 internal_count=134432 134381 134351 134294 134261 134228 134174 54 51 57 cat_boundaries=0 6 cat_threshold=262144 2147484672 8400896 274305024 1573378 640 is_linear=0 shrinkage=0.01 Tree=810 num_leaves=14 num_cat=4 split_feature=25 1 24 26 3 9 25 2 3 0 17 25 26 split_gain=74757.4 57864.1 54305.4 73236.9 51473.3 50116.4 34178.6 74757.8 387432 69667.1 41475.2 29758.8 795.505 threshold=0 1066.3056000000001 1 2022.5000000000002 1048.2900000000002 1023.8910000000002 2 292.55550000000005 172.09050000000002 542.34225000000004 515.65075000000013 3 2022.5000000000002 decision_type=9 2 1 2 2 2 9 2 2 2 2 9 2 left_child=2 4 3 -1 5 6 7 9 -9 -2 11 -8 -4 right_child=1 -3 12 -5 -6 -7 10 8 -10 -11 -12 -13 -14 leaf_value=-0.26531229020357133 0.013933382475726142 -0.41256777980748349 -0.27733994369571274 0.25905371396165144 0.42127863686660244 0.45685811440149943 -0.025096853830532746 0.050307586629406299 1.5303014453649522 -0.28579417502268767 0.39750456516559313 -0.00086950975001860525 -0.32269532774701531 leaf_weight=50 13401 34 74 57 29 24 5294 153 20 78 26 114954 81 leaf_count=50 13401 34 74 57 29 24 5294 153 20 78 26 114954 81 internal_value=0 -8.09871e-05 -0.166033 0.0128243 2.3684e-05 -6.75171e-05 -0.0001494 0.0148391 0.221405 0.0121989 -0.00185179 -0.00193829 -0.282797 internal_weight=0 134013 262 107 133979 133950 133926 13652 173 13479 120274 120248 155 internal_count=134275 134013 262 107 133979 133950 133926 13652 173 13479 120274 120248 155 cat_boundaries=0 5 6 12 18 cat_threshold=0 1 0 65536 8256 1417 5275648 3540242 4676 558399488 172638210 262289 2181038081 603979776 8388632 1074790400 32773 32 is_linear=0 shrinkage=0.01 Tree=811 num_leaves=12 num_cat=3 split_feature=25 1 24 26 3 9 18 0 25 0 26 split_gain=73269.7 56712.6 53224.7 71779.5 50449 49119.1 36372.6 32790.5 34947.3 1634.94 779.674 threshold=0 1066.3056000000001 1 2022.5000000000002 1048.2900000000002 1023.8910000000002 650.90000000000009 783.48000000000013 2 1083.9006000000002 2022.5000000000002 decision_type=9 2 1 2 2 2 2 2 9 2 2 left_child=2 4 3 -1 5 6 7 8 -2 -9 -4 right_child=1 -3 10 -5 -6 -7 -8 9 -10 -11 -12 leaf_value=-0.26265916799306871 0.015033450349481637 -0.40844210091759181 -0.27456654350499848 0.25646318157513937 0.4170658989610343 0.45228950480620067 0.37384068984251756 -0.16613690963158242 -0.0018290093515312301 -0.26028254808698381 -0.31946837410514739 leaf_weight=50 13681 34 74 57 29 24 26 39 120145 35 81 leaf_count=50 13681 34 74 57 29 24 26 39 120145 35 81 internal_value=0 -8.01966e-05 -0.164373 0.0126961 2.34278e-05 -6.68613e-05 -0.000147925 -0.000220544 -0.000104177 -0.210665 -0.279969 internal_weight=0 134013 262 107 133979 133950 133926 133900 133826 74 155 internal_count=134275 134013 262 107 133979 133950 133926 133900 133826 74 155 cat_boundaries=0 5 6 12 cat_threshold=0 1 0 65536 8256 1417 5275648 3540242 12868 558399488 172638210 262289 is_linear=0 shrinkage=0.01 Tree=812 num_leaves=12 num_cat=3 split_feature=25 1 24 26 3 9 18 0 25 0 26 split_gain=71811.7 55584 52165.5 70351.1 49445.1 48141.6 35648.8 32138 34252.3 1602.4 764.159 threshold=0 1066.3056000000001 1 2022.5000000000002 1048.2900000000002 1023.8910000000002 650.90000000000009 783.48000000000013 2 1083.9006000000002 2022.5000000000002 decision_type=9 2 1 2 2 2 2 2 9 2 2 left_child=2 4 3 -1 5 6 7 8 -2 -9 -4 right_child=1 -3 10 -5 -6 -7 -8 9 -10 -11 -12 leaf_value=-0.26003257762789728 0.014883225441520343 -0.40435767468284156 -0.27182087746826378 0.25389854033788045 0.41289528846740725 0.44776664555072787 0.37010225809537445 -0.164475537446829 -0.0018107207333671585 -0.2576797196524484 -0.31627369392065358 leaf_weight=50 13681 34 74 57 29 24 26 39 120145 35 81 leaf_count=50 13681 34 74 57 29 24 26 39 120145 35 81 internal_value=0 -7.93848e-05 -0.162729 0.0125691 2.32035e-05 -6.61828e-05 -0.000146436 -0.000218329 -0.000103126 -0.208559 -0.277169 internal_weight=0 134013 262 107 133979 133950 133926 133900 133826 74 155 internal_count=134275 134013 262 107 133979 133950 133926 133900 133826 74 155 cat_boundaries=0 5 6 12 cat_threshold=0 1 0 65536 8256 1417 5275648 3540242 12868 558399488 172638210 262289 is_linear=0 shrinkage=0.01 Tree=813 num_leaves=11 num_cat=2 split_feature=25 24 26 9 3 18 4 2 2 26 split_gain=70382.6 51127.4 68951.1 47186.4 37055 34956.9 34324.4 36211.1 41826 748.952 threshold=0 1 2022.5000000000002 1023.8910000000002 1048.2900000000002 650.90000000000009 1066.3056000000001 1048.2900000000002 271.95250000000004 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 6 7 8 -2 -3 right_child=3 9 -4 -5 -6 -7 -8 -9 -10 -11 leaf_value=-0.25743225215189158 -0.00045842740700254448 -0.26910266926159732 0.25135955831460782 0.44328899006048839 0.35125187333424884 0.36640122358615584 -0.3090469508700901 -0.33657673180103304 0.099372725730270783 -0.31311095290713842 leaf_weight=50 133444 74 57 24 30 26 36 32 421 81 leaf_count=50 133444 74 57 24 30 26 36 32 421 81 internal_value=0 -0.161102 0.0124434 -7.85812e-05 -0.000158003 -0.000236701 -0.000307875 -0.000224866 -0.000144462 -0.274397 internal_weight=0 262 107 134013 133989 133959 133933 133897 133865 155 internal_count=134275 262 107 134013 133989 133959 133933 133897 133865 155 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=25 1 24 3 9 2 0 2 10 5 4 7 4 split_gain=68982 54488.3 50110 48640.2 289705 252631 118637 99992.4 94103 49446.6 47068.1 42275.2 765.891 threshold=0 1066.3056000000001 1 77.14060000000002 362.49400000000003 480.00160000000005 479.65650000000011 1048.2900000000002 146.48150000000001 1066.3056000000001 783.48000000000013 657.87500000000011 1066.3056000000001 decision_type=9 2 1 2 2 2 2 2 2 2 2 2 2 left_child=2 3 -1 7 5 6 8 9 -5 10 11 -2 -12 right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 12 -13 -14 leaf_value=0.012319004968700246 -0.00063895652898226488 -0.40035156025606045 -0.27165350837779773 0.017737919496774043 1.0107063533413796 1.1524898544549942 -0.74366818124055867 -0.58779912455328576 0.4540453008109448 0.4441528886079788 -0.27014399039248627 0.24007504832254697 -0.34923113155364988 leaf_weight=107 132072 34 155 1609 31 20 20 29 51 25 24 73 25 leaf_count=107 132072 34 155 1609 31 20 20 29 51 25 24 73 25 internal_value=0 -7.77954e-05 -0.159491 2.37767e-05 0.0526892 0.0352194 0.0219186 -0.000665563 0.0311425 -0.000536785 -0.000620883 -0.00050598 -0.310495 internal_weight=0 134013 262 133979 1731 1700 1680 132248 1660 132219 132194 132145 49 internal_count=134275 134013 262 133979 1731 1700 1680 132248 1660 132219 132194 132145 49 cat_boundaries=0 5 6 cat_threshold=0 1 0 65536 8256 1417 is_linear=0 shrinkage=0.01 Tree=815 num_leaves=14 num_cat=2 split_feature=1 25 3 0 1 2 25 2 18 0 1 26 26 split_gain=84279.7 72242.2 83646.2 55463.7 38936.4 106070 27194.9 84504.6 49708.2 25257.9 5863.95 7600.16 1076.81 threshold=789.60480000000007 0 1048.2900000000002 1083.9006000000002 437.49875000000003 171.33900000000003 1 394.3250000000001 571.7600000000001 126.55500000000002 1066.3056000000001 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 9 2 2 2 2 2 2 left_child=1 12 3 4 6 9 7 -3 -8 -6 11 -2 -1 right_child=10 2 -4 -5 5 -7 8 -9 -10 -11 -12 -13 -14 leaf_value=-0.21550830933355516 -0.36809050750732425 -0.011204704670552392 0.48901742335728238 -0.37697020310621993 -0.00042541960708233488 0.83676978015899661 0.001665685373786506 -0.34774716116189958 -0.48490121023995536 0.35519592811663947 -0.42585754366482009 -0.10655384284257888 -0.27333543229458934 leaf_weight=62 25 14372 35 39 119 20 119237 75 21 24 34 20 67 leaf_count=62 25 14372 35 39 119 20 119237 75 21 24 34 20 67 internal_value=0 -2.0425e-05 0.000216022 8.82776e-05 0.000198127 0.154659 9.82274e-06 -0.0129429 0.00157987 0.0592593 -0.32674 -0.251852 -0.227878 internal_weight=0 134071 133942 133907 133868 163 133705 14447 119258 143 79 45 129 internal_count=134150 134071 133942 133907 133868 163 133705 14447 119258 143 79 45 129 cat_boundaries=0 3 9 cat_threshold=0 2 4 1073905667 1078543376 2172649728 1069065 1342210578 67248644 is_linear=0 shrinkage=0.01 Tree=816 num_leaves=14 num_cat=0 split_feature=4 3 0 12 0 12 7 17 2 12 9 9 26 split_gain=87727.4 68967.9 51327.7 23186.5 103239 71908.2 203970 51973.9 46155.6 28334.3 23255.7 19638.9 8254.72 threshold=1066.3056000000001 1048.2900000000002 1083.9006000000002 207.35339000000002 175.33000000000001 147.97550000000004 104.42500000000003 78.02500000000002 783.48000000000013 189.64500000000004 673.83140000000014 68.556262500000017 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 7 8 9 11 10 -7 -1 -5 -10 right_child=-2 -3 -4 4 -6 6 -8 -9 12 -11 -12 -13 -14 leaf_value=-0.00037241928426039948 -0.49379134045706857 0.42588296388324942 -0.36292642789009294 -0.098313520902723772 -0.58029767178200387 -0.0040061173231705381 1.1265614112218221 0.36646148893140973 0.10389144134521484 0.29947544188726516 0.18882458620805007 0.12420980716005285 0.32798121809959413 leaf_weight=133352 36 38 39 254 37 115 21 31 25 42 65 47 48 leaf_count=133352 36 38 39 254 37 115 21 31 25 42 65 47 48 internal_value=0 -7.82087e-05 -0.000198935 -9.33944e-05 -0.0792533 0.000125132 0.200983 -0.0234141 -0.000142699 0.07718 -0.000280244 -0.0635674 0.251238 internal_weight=0 134114 134076 134037 369 133668 178 332 133490 157 133417 301 73 internal_count=134150 134114 134076 134037 369 133668 178 332 133490 157 133417 301 73 is_linear=0 shrinkage=0.01 Tree=817 num_leaves=13 num_cat=2 split_feature=4 25 3 0 11 2 4 2 3 25 9 26 split_gain=85981.6 68258.6 97223.1 47472.6 28199.9 118504 72256 25238.4 316274 29682.1 23207.7 838.301 threshold=1066.3056000000001 0 1048.2900000000002 1083.9006000000002 161.31000000000003 132.07150000000004 171.33900000000003 271.95250000000004 11.163000000000002 1 15.582750000000003 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 9 2 2 left_child=1 11 3 4 7 6 -6 9 -9 -3 -7 -1 right_child=-2 2 -4 -5 5 10 -8 8 -10 -11 -12 -13 leaf_value=-0.21049664930691794 -0.48885341617796157 0.062140460292575882 0.51976122405793934 -0.35338696178637052 -0.054606176850205898 -0.3548557152748108 0.55882857578992839 -0.043305563860644138 0.66351800302141595 -0.00020783948851701737 -0.83659952712059027 -0.26112699214149926 leaf_weight=63 36 758 36 38 481 20 20 379 76 132155 20 68 leaf_count=63 36 758 36 38 481 20 20 379 76 132155 20 68 internal_value=0 -7.74267e-05 0.000153993 1.43528e-05 0.000114639 -0.0719373 -0.0301178 0.000406914 0.0747573 0.000152391 -0.595728 -0.219985 internal_weight=0 134114 133983 133947 133909 541 501 133368 455 132913 40 131 internal_count=134150 134114 133983 133947 133909 541 501 133368 455 132913 40 131 cat_boundaries=0 3 9 cat_threshold=0 2 4 2147745792 262145 8192 151060480 139328 160 is_linear=0 shrinkage=0.01 Tree=818 num_leaves=13 num_cat=2 split_feature=4 1 3 25 1 3 0 0 25 1 26 26 split_gain=84270.6 79955.7 95837.4 54359.4 47875.5 135571 53823.2 29013.3 25839 5316.93 7464.63 1214.46 threshold=1066.3056000000001 789.60480000000007 1048.2900000000002 0 437.49875000000003 185.482 1083.9006000000002 144.79006000000001 1 1066.3056000000001 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 9 2 2 2 left_child=1 2 3 11 6 7 8 -6 -5 10 -3 -1 right_child=-2 9 -4 4 5 -7 -8 -9 -10 -11 -12 -13 leaf_value=-0.18419685983657835 -0.48396488580438829 -0.36464622650146483 0.51600071165296768 -0.012561910462758223 0.0034989631762270068 0.94241155552864075 -0.39213359206063408 0.39803704077547247 0.0015969363343287565 -0.41656333851091787 -0.10545189315080643 -0.2465867750461285 leaf_weight=60 36 25 36 14441 122 20 35 22 119235 33 20 65 leaf_count=60 36 25 36 14441 122 20 35 22 119235 33 20 65 internal_value=0 -7.66062e-05 0.000109656 -2.89418e-05 0.000173296 0.170926 -3.6124e-05 0.0637756 6.65378e-05 -0.320151 -0.249449 -0.200592 internal_weight=0 134114 134036 134000 133875 164 133711 144 133676 78 45 125 internal_count=134150 134114 134036 134000 133875 164 133711 144 133676 78 45 125 cat_boundaries=0 3 9 cat_threshold=0 2 4 1073905667 1078543376 2172649728 1069065 1342210578 67248644 is_linear=0 shrinkage=0.01 Tree=819 num_leaves=15 num_cat=0 split_feature=1 0 3 1 2 11 2 12 0 12 0 12 1 1 split_gain=80892.8 52239.8 52000.8 37460.6 102908 29766 76097 57144.5 24258.2 21284 51061.8 21571.4 12211.7 5594.79 threshold=789.60480000000007 1083.9006000000002 1048.2900000000002 437.49875000000003 171.33900000000003 161.31000000000003 148.92094000000003 172.67400000000001 126.55500000000002 293.48250000000002 139.33500000000001 147.97550000000004 543.20000000000016 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 8 9 7 -7 12 11 -11 -1 -5 -2 right_child=13 -3 -4 4 -6 6 -8 -9 -10 10 -12 -13 -14 -15 leaf_value=6.9355495362952903e-05 -0.24695426314241356 -0.35691248661134306 0.38010367128584122 -0.10311867980633752 0.82336547231674195 -0.074949554855818348 -0.53240483269971961 0.31904302012920377 0.34755029737949372 -0.04949643822603448 -0.58334680634737013 0.086409707538012803 0.09949124876658122 -0.41691936243982874 leaf_weight=132813 45 41 36 59 20 462 34 40 24 172 20 290 60 34 leaf_count=132813 45 41 36 59 20 462 34 40 24 172 20 290 60 34 internal_value=0 -1.59067e-05 9.32686e-05 -8.82835e-06 0.151497 -0.000193355 -0.0745648 -0.0435557 0.0575292 0.000105704 -0.105106 0.000257471 -0.000962413 -0.320104 internal_weight=0 134071 134030 133994 163 133831 536 502 143 133295 192 133103 119 79 internal_count=134150 134071 134030 133994 163 133831 536 502 143 133295 192 133103 119 79 is_linear=0 shrinkage=0.01 Tree=820 num_leaves=46 num_cat=11 split_feature=0 24 9 25 26 0 25 6 0 1 0 26 12 25 24 1 24 4 8 25 1 25 1 25 24 2 18 1 1 2 10 0 0 26 17 1 17 25 4 2 0 0 26 26 26 split_gain=51312.3 248848 842200 245367 228736 157025 100328 158984 181861 307786 105571 90193.6 54096.7 51158.4 154878 43369.9 40603.5 44949.9 39106.9 32764.5 42182.6 28977 38214.6 127337 196305 79088.6 41200.9 26869.4 25760.4 23983.2 21910.2 20480.9 20229.1 17913.6 17316 16780.9 15630.7 12455.9 11394.7 11961.6 11080.2 5979.84 3800.18 3014.16 877.584 threshold=24.018750000000004 0 103.80000000000001 1 2022.5000000000002 73.217700000000022 2 276.13500000000005 431.47500000000008 11.163000000000002 479.65650000000011 2022.5000000000002 44.664500000000011 3 4 1066.3056000000001 5 79.720000000000013 201.52500000000003 6 271.85500000000002 7 102.46769250000001 8 9 783.48000000000013 484.61250000000007 543.20000000000016 311.36400000000009 78.673750000000027 33.890000000000008 1083.9006000000002 643.62800000000016 2022.5000000000002 30.662500000000005 194.03250000000003 74.995500000000021 10 124.30625000000002 242.64500000000001 46.832000000000008 126.55500000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 1 2 9 2 2 9 2 2 2 2 2 2 9 1 2 1 2 2 9 2 9 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=13 2 3 4 41 -6 7 8 16 11 18 -10 30 14 43 21 17 -3 19 20 -8 29 25 24 -24 26 -23 -25 -18 34 40 32 44 -16 35 -15 -36 -21 39 -31 -5 -2 -34 -1 -12 right_child=1 6 -4 12 5 -7 10 -9 9 -11 31 -13 -14 15 33 -17 28 -19 -20 37 -22 22 23 27 -26 -27 -28 -29 -30 38 -32 -33 42 -35 36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 leaf_value=0.39094161381884929 0.059756410803113669 0.080390072311708319 2.2354570083618164 0.00066035075222744654 0.66282932116139326 1.7993418474197387 0.0057579007783708355 0.84904448215778061 0.59216006205632132 -0.40657857573550682 -0.35654171905517579 1.4518370288351308 0.5585970633370535 -0.014285804605412584 0.0356997410671131 0.40772067583524263 -0.0080904189511249447 0.56396888528764255 -0.34567868943015734 -0.15998592086074767 0.39721259593963626 0.00023544509467110904 0.5086005859865862 -0.050766745291269608 0.045516487046791489 -0.45006805737813316 0.37087220414479577 0.3137230530877908 -0.35568314985795452 -0.089443625628463613 -0.22143335429827371 -0.5490914421081543 -0.18329796915468963 -0.17952845788296359 0.30353860251365172 -0.15294689552350479 0.032599429523243621 -0.047235628483137865 0.10399628758430481 -0.25801058609038591 0.097126275805326623 0.28006913401863792 0.00276290462130592 0.49472826480865478 -0.44541387128829957 leaf_weight=62 28 494 20 204 31 20 1632 26 26 23 25 23 21 10640 74 26 691 20 36 111 28 117290 126 548 304 39 30 21 22 123 30 30 23 81 31 88 68 747 20 64 286 22 21 51 20 leaf_count=62 28 494 20 204 31 20 1632 26 26 23 25 23 21 10640 74 26 691 20 36 111 28 117290 126 548 304 39 30 21 22 123 30 30 23 81 31 88 68 747 20 64 286 22 21 51 20 internal_value=0 0.0334064 0.211427 0.151666 0.579903 1.10852 0.00339201 0.0742238 0.0592869 0.547738 -0.0318649 0.995682 0.0598918 -0.000367651 0.135142 -0.000658657 0.0306247 0.0973131 -0.0184187 -0.0137398 0.0122867 -0.000740768 0.000704741 0.0622922 0.189686 0.000180547 0.000330221 -0.0366701 -0.0185553 -0.0162322 0.0409035 -0.323129 -0.246962 -0.0721214 -0.0142084 -0.0154232 0.117439 -0.0634973 -0.122871 -0.147135 0.056965 0.156694 -0.0944962 0.402191 -0.39604 internal_weight=0 4660 662 642 101 51 3998 1325 1299 72 2673 49 541 129686 268 129418 1227 514 2554 2518 1660 129392 118358 999 430 117359 117320 569 713 11034 520 119 89 155 10827 10728 99 858 207 187 490 50 44 113 45 internal_count=134346 4660 662 642 101 51 3998 1325 1299 72 2673 49 541 129686 268 129418 1227 514 2554 2518 1660 129392 118358 999 430 117359 117320 569 713 11034 520 119 89 155 10827 10728 99 858 207 187 490 50 44 113 45 cat_boundaries=0 1 6 12 17 18 19 25 31 37 38 42 cat_threshold=18 570425344 0 1024 0 1 8422400 269619712 675287040 131104 17039616 64 0 262144 4 65536 139328 3236 108 822686208 570425384 2114560 0 1025 167774208 3355576384 9060368 2470506688 524296 33587204 131722 12633600 1052928 1280 4194304 0 134217728 2073 0 256 272 272629760 is_linear=0 shrinkage=0.01 Tree=821 num_leaves=25 num_cat=7 split_feature=3 25 24 0 25 24 0 9 0 11 25 24 4 1 3 3 2 5 5 25 10 0 9 2 split_gain=71415 43235.7 245429 44029.8 143088 407405 401262 197367 196278 153432 57213.7 53628.5 74170.2 46347.9 34145 101029 123940 29762 29722.4 22141.3 36131.7 14435.2 12124 11643.8 threshold=1048.2900000000002 0 1 8.0855000000000015 2 3 36.050650000000012 145.10250000000005 332.15050000000008 131.59500000000003 4 5 148.23000000000005 1066.3056000000001 400.11250000000007 364.63500000000005 1048.2900000000002 109.12700000000002 24.141500000000004 6 142.17232500000003 19.132500000000004 1.6365000000000003 60.492500000000007 decision_type=2 9 1 2 9 1 2 2 2 2 9 1 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 -1 13 5 6 21 9 -8 -7 11 12 -6 14 15 16 -3 -13 23 22 -21 -5 -12 -16 right_child=-2 3 -4 4 10 7 8 -9 -10 -11 19 17 -14 -15 18 -17 -18 -19 -20 20 -22 -23 -24 -25 leaf_value=0.49656370606642586 0.45904387193567614 -0.00094311140335638372 -0.090627667717817356 1.3168524571210145 0.061421811123860096 0.001969128582293722 0.093321007716504825 0.89181278095201211 1.1810305540902275 0.88850229239463807 -0.11475558509956525 0.0028289255906235088 0.62071881569921972 0.4294665313720703 -0.05906059263334159 0.64778928438822436 -0.70511484375 -0.26881917904062969 -0.50657746535539627 -0.012311205000921782 -0.33152830627229479 1.6967894115447999 0.1382396700233221 -0.31907851666212084 leaf_weight=101 34 125497 195 20 1967 817 79 27 21 20 358 2475 24 25 124 24 25 41 20 2356 36 20 20 20 leaf_count=101 34 125497 195 20 1967 817 79 27 21 20 358 2475 24 25 124 24 25 41 20 2356 36 20 20 20 internal_value=0 0.000680073 0.119411 0.000408892 0.0227437 0.134028 0.616312 0.0497228 0.32174 0.0231527 0.00719583 0.0291552 0.0678231 -0.00106206 -0.00114768 -0.000959318 -0.00108336 -0.00159145 -0.145345 -0.02851 -0.0170442 1.50682 -0.098757 -0.0951742 internal_weight=0 134312 296 134016 8281 1004 140 864 100 837 7277 4507 1991 125735 125710 125546 125522 2516 164 2770 2392 40 378 144 internal_count=134346 134312 296 134016 8281 1004 140 864 100 837 7277 4507 1991 125735 125710 125546 125522 2516 164 2770 2392 40 378 144 cat_boundaries=0 5 6 11 12 18 19 25 cat_threshold=0 262146 4 65536 139264 1188 33587200 131072 4198400 32 33554433 258 883492352 303044128 673186816 2147614720 17039618 201345088 1624 4210688 2048 2320 281018368 0 16 is_linear=0 shrinkage=0.01 Tree=822 num_leaves=12 num_cat=3 split_feature=3 25 24 26 10 2 18 25 9 1 26 split_gain=69993.8 42470.8 240951 57988.5 34612.9 31062 26412.7 26541.5 90380.5 63710.3 21727 threshold=1048.2900000000002 0 1 2022.5000000000002 950.63250000000005 1048.2900000000002 484.61250000000007 2 673.83140000000014 1066.3056000000001 2022.5000000000002 decision_type=2 9 1 2 2 2 2 9 2 2 2 left_child=1 2 3 -1 5 6 7 8 -3 -9 -4 right_child=-2 4 10 -5 -6 -7 -8 9 -10 -11 -12 leaf_value=0.31721907878363576 0.45445339567521037 0.0093216033871746217 0.013929096999921299 0.79760022589500923 0.41638418149948125 0.30256075410281907 0.23728417619745781 -0.0019615574225625562 0.6364986417604529 0.5029132793426514 -0.19725213017463683 leaf_weight=54 34 23031 95 47 20 34 47 110836 23 25 100 leaf_count=54 34 23031 95 47 20 34 47 110836 23 25 100 internal_value=0 0.000673575 0.11835 0.492045 0.000404803 0.000342744 0.000266041 0.000182855 0.009943 -0.00184754 -0.0897656 internal_weight=0 134312 296 101 134016 133996 133962 133915 23054 110861 195 internal_count=134346 134312 296 101 134016 133996 133962 133915 23054 110861 195 cat_boundaries=0 5 6 12 cat_threshold=0 262146 4 65536 139264 1188 4194304 3153153 134612224 947945600 21496387 134242337 is_linear=0 shrinkage=0.01 Tree=823 num_leaves=27 num_cat=7 split_feature=3 25 24 0 25 24 0 9 0 11 25 24 13 1 3 3 2 0 2 25 10 0 9 3 26 26 split_gain=68600.9 41625.6 236420 43090.6 140156 399358 393314 193346 192305 150141 56027.8 52579.3 54092.7 44652.2 33530.1 98970.4 122530 28113.5 26518.5 21725.7 35505.5 14148 11878.7 7929.64 7380.97 744.95 threshold=1048.2900000000002 0 1 8.0855000000000015 2 3 36.050650000000012 145.10250000000005 332.15050000000008 131.59500000000003 4 5 24.901500000000002 1066.3056000000001 400.11250000000007 364.63500000000005 1048.2900000000002 479.65650000000011 94.530000000000015 6 142.17232500000003 19.132500000000004 1.6365000000000003 782.62500000000011 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 9 1 2 2 2 2 9 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 24 13 5 6 21 9 -8 -7 11 12 -6 14 15 16 -3 -13 23 22 -21 -5 -12 -16 -1 -4 right_child=-2 3 25 4 10 7 8 -9 -10 -11 19 17 -14 -15 18 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 leaf_value=0.45740218468145893 0.44990887501660515 -0.00093512811455527544 -0.073282507632641089 1.3037035229802132 0.056456461172971872 0.0019132257368748454 0.092391699416727951 0.88263400841642314 1.1690353116535004 0.878887128353119 -0.11364735170033391 0.0014550764650733533 0.31428670573234557 0.42152479019165046 -0.066839595665073678 0.64115242242813109 -0.70108929672241216 -0.3659693522680374 -0.48523942112922669 -0.012175995281119539 -0.32861475815375651 1.6798411352634428 0.13677534365653993 -0.28141607296466825 0.62905742437943168 -0.11239866148127188 leaf_weight=55 34 125497 94 20 1906 817 79 27 21 20 358 2495 85 25 124 24 25 21 20 2356 36 20 20 20 46 101 leaf_count=55 34 125497 94 20 1906 817 79 27 21 20 358 2495 85 25 124 24 25 21 20 2356 36 20 20 20 46 101 internal_value=0 0.000666839 0.117166 0.000400754 0.0224961 0.132635 0.610131 0.049167 0.318487 0.0228684 0.00710833 0.0288389 0.0671266 -0.00105443 -0.00113847 -0.000951805 -0.00107458 -0.00160528 -0.144032 -0.0282255 -0.0168679 1.49177 -0.0978099 -0.0966419 0.487331 -0.0889796 internal_weight=0 134312 296 134016 8281 1004 140 864 100 837 7277 4507 1991 125735 125710 125546 125522 2516 164 2770 2392 40 378 144 101 195 internal_count=134346 134312 296 134016 8281 1004 140 864 100 837 7277 4507 1991 125735 125710 125546 125522 2516 164 2770 2392 40 378 144 101 195 cat_boundaries=0 5 6 11 12 18 19 25 cat_threshold=0 262146 4 65536 139264 3108 33587200 131072 4198400 32 33554433 258 883492352 303044128 673186816 2147614720 17039618 201345088 1624 4210688 2048 2320 281018368 0 16 is_linear=0 shrinkage=0.01 Tree=824 num_leaves=24 num_cat=5 split_feature=3 25 24 26 0 24 25 26 0 5 8 25 6 0 11 1 3 3 2 5 26 2 0 split_gain=67235.7 40797.3 233263 56632.8 42341.3 164619 376382 341179 272284 161692 81866.4 78501.5 118401 81413.7 73113.7 43684.7 36368.6 96882.6 124590 29686 21248.3 15486.7 5875.55 threshold=1048.2900000000002 0 1 2022.5000000000002 24.018750000000004 2 3 2022.5000000000002 73.217700000000022 481.77300000000008 26.499000000000006 4 276.13500000000005 431.47500000000008 43.375000000000007 1066.3056000000001 400.11250000000007 364.63500000000005 1048.2900000000002 40.28625000000001 2022.5000000000002 80.954000000000022 126.55500000000002 decision_type=2 9 1 2 2 1 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 15 6 7 22 -9 11 14 12 -7 -13 -8 16 17 18 -3 21 -4 -18 -6 right_child=-2 4 20 -5 5 9 10 8 -10 -11 -12 13 -14 -15 -16 -17 19 -19 -20 -21 -22 -23 -24 leaf_value=0.31065217421010688 0.44540977730470543 -0.00053504989189188728 0.013796438581065128 0.78538450413561878 0.05851232460566929 0.049168859509639902 0.062119279711194353 0.65341330132176789 2.0410662522682776 0.88075696477577792 0.59239285281726295 -0.019279998913556872 0.77257282671721084 -0.27806038060225546 -0.52683772477236657 0.417309529876709 -0.057667766867472631 0.63474091986815129 -0.69284231039193955 -0.50881158390641212 -0.19504536986351015 -0.35050114660035997 0.27689538717269896 leaf_weight=54 34 129129 95 47 28 1389 503 31 26 21 28 2421 23 128 22 25 129 24 26 20 100 21 22 leaf_count=54 34 129129 95 47 28 1389 503 31 26 21 28 2421 23 128 22 25 129 24 26 20 100 21 22 internal_value=0 0.000660171 0.115995 0.483678 0.000396747 0.0300707 0.175069 0.692766 1.28638 0.00558417 0.064374 0.000958373 0.0605237 -0.0321487 0.0374392 -0.000667937 -0.000748722 -0.000556364 -0.000674417 -0.146917 -0.0887506 -0.0986644 0.154601 internal_weight=0 134312 296 101 134016 4642 660 107 57 3982 553 3961 1412 2549 525 129374 129349 129179 129155 170 195 150 50 internal_count=134346 134312 296 101 134016 4642 660 107 57 3982 553 3961 1412 2549 525 129374 129349 129179 129155 170 195 150 50 cat_boundaries=0 5 6 7 12 18 cat_threshold=0 262146 4 65536 139264 1188 18 570425344 0 1024 0 1 8422400 269619744 675287040 131104 17039616 2112 is_linear=0 shrinkage=0.01 Tree=825 num_leaves=31 num_cat=5 split_feature=1 0 24 4 26 1 2 3 14 4 0 3 2 3 2 25 24 25 24 6 13 1 0 1 11 1 1 14 26 14 split_gain=62819.5 101154 103567 98883.8 130449 60071 59185.8 54031.5 42353.4 83825.1 36022.3 411498 297531 169489 157761 114578 131603 45921.6 68171.5 43728.8 25098.1 13343 31523.8 12087.2 4662.67 4214.72 2725.43 854.171 511.299 449.884 threshold=311.36400000000009 24.245000000000005 0 1.7005140000000003 2022.5000000000002 480.00160000000005 109.49250000000002 24.364000000000004 325.2480000000001 89.650000000000006 33.677000000000014 482.64500000000004 543.20000000000016 1048.2900000000002 1048.2900000000002 1 2 3 4 225.07500000000002 751.80750000000012 437.49875000000003 126.55500000000002 650.90000000000009 35.480500000000006 395.70800000000008 437.49875000000003 479.13100000000003 2022.5000000000002 739.41125000000011 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 9 1 9 1 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 3 4 5 -2 21 23 10 24 13 12 15 14 17 16 -12 18 -1 -17 -19 -3 -23 26 27 -6 28 -10 -4 -29 right_child=1 6 7 -5 25 -7 -8 -9 9 -11 11 -13 -14 -15 -16 19 -18 20 -20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.016611179489110197 0.38885697572127631 -0.45822981792947526 -0.080052920447455517 -0.41636553673517135 -0.091463396835327143 1.1286073166983468 -0.82769676361083988 -0.67801748669147488 -0.016254489074150721 -0.77175804042816165 0.20550779937226096 1.3950934951955622 1.1827125627344304 -0.77821111134120402 -0.72519203217824302 -0.022777608799872857 0.004899663387745056 -0.00055912308669253316 0.1385241704691817 -0.45191093484560646 0.31016683615170992 -0.44036348602988507 0.078659736251831064 -0.25487008969944258 -0.21393271255493165 0.088728073614614988 -0.0058323857842422109 -0.09828846947755665 -0.13231474387340059 -0.04101365486780803 leaf_weight=550 23 23 36 21 25 21 25 20 48 20 557 22 22 28 30 2240 785 129066 577 24 26 22 25 52 20 27 41 32 39 24 leaf_count=550 23 23 36 21 25 21 25 20 48 20 557 22 22 28 30 2240 785 129066 577 24 26 22 25 52 20 27 41 32 39 24 internal_value=0 -0.125096 -0.0363444 0.189054 0.341183 0.74192 -0.410034 -0.177247 0.000410267 -0.170997 0.000594566 0.0315787 0.0233104 -0.000273522 -0.000106287 0.016237 0.0890667 6.07591e-05 0.0633346 -0.0272066 -0.000496502 -0.260868 -0.164287 -0.128182 -0.0741002 0.00209756 -0.0713906 -0.0472094 -0.107229 -0.0737421 internal_weight=0 400 305 117 96 44 95 188 134071 144 133927 3650 3628 130277 130249 3606 1342 130219 1127 2264 129092 70 47 168 124 52 116 104 75 56 internal_count=134471 400 305 117 96 44 95 188 134071 144 133927 3650 3628 130277 130249 3606 1342 130219 1127 2264 129092 70 47 168 124 52 116 104 75 56 cat_boundaries=0 1 7 8 14 15 cat_threshold=1316 807436800 268435456 675283200 2147614752 50331907 2048 1114 2148532224 262147 8196 159383552 139840 32 691 is_linear=0 shrinkage=0.01 Tree=826 num_leaves=33 num_cat=5 split_feature=1 24 5 18 4 5 26 14 2 1 25 24 11 4 11 7 12 3 25 25 1 1 16 1 26 26 11 26 14 14 14 1 split_gain=61569.6 82265.7 71182.8 69493 62996.4 57941.4 72344.6 40694.5 88357.5 31833.6 29847.5 44959.4 41927.7 40884.1 30427.7 30136.8 26220.3 21343.3 19899.3 12099.8 9061.25 5831.3 5568.64 4709.49 4556.28 3646 3485.51 2321.03 671.373 1309.91 1227.25 256.949 threshold=311.36400000000009 0 79.77300000000001 432.42825000000005 120.129 64.831750000000014 2022.5000000000002 325.2480000000001 109.49250000000002 650.90000000000009 1 2 751.80750000000012 1066.3056000000001 22.035000000000004 25.592500000000005 93.857500000000016 5.6142500000000011 3 4 480.00160000000005 437.49875000000003 5.6325000000000012 437.49875000000003 2022.5000000000002 2022.5000000000002 5.5472500000000009 2022.5000000000002 539.28000000000009 426.32200000000006 739.41125000000011 362.49400000000003 decision_type=2 1 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 4 17 7 5 6 9 10 26 21 11 18 13 16 15 -13 -12 20 24 -20 25 -2 -5 31 -1 -3 28 -22 29 -9 -30 -8 right_child=1 2 -4 22 -6 -7 23 8 -10 -11 12 14 -14 -15 -16 -17 -18 -19 19 -21 27 -23 -24 -25 -26 -27 -28 -29 30 -31 -32 -33 leaf_value=0.14921912465776715 0.0022532295227050783 -0.030880919694900512 -0.84504975318908693 -0.43614100763026409 -0.47433967735456384 0.56231810548088768 -0.12667101729999888 -0.059019641637802121 -0.78473416247963912 0.56010871223781422 -0.00023696654403429696 0.11637766448079952 0.341496072212855 0.41287685275077823 -0.27274138233878398 -0.21208156289725469 0.058099687701655973 -0.51312672944295978 0.01421664116779963 -0.11568248189247406 -0.31638863041996956 0.220478492975235 -0.22585186934471133 -0.24474872158332303 0.020479995630405569 -0.16860919088930698 -0.17293417692184448 -0.20274771668562075 -0.11986868409682876 0.042570377913388344 -0.015397331497885965 -0.080235934807704051 leaf_weight=56 25 40 20 34 23 22 22 30 20 23 131797 760 36 24 22 29 775 21 110 212 32 24 20 44 54 37 25 41 23 22 22 26 leaf_count=56 25 40 20 34 23 22 22 30 20 23 131797 760 36 24 22 29 775 21 110 212 32 24 20 44 54 37 25 41 23 22 22 26 internal_value=0 -0.123845 -0.266605 0.000406412 0.0184916 0.0804273 0.0157834 0.000550929 -0.168646 0.253199 0.000730396 0.0493081 0.000271397 0.000178775 0.092931 0.104305 0.000104063 -0.214541 -0.0328356 -0.0722154 -0.172739 0.109139 -0.358256 -0.17002 0.0788516 -0.097062 -0.0676485 -0.252563 -0.040513 -0.0160392 -0.0687938 -0.101519 internal_weight=0 400 191 134071 209 186 164 134017 142 72 133875 1243 132632 132596 811 789 132572 171 432 322 150 49 54 92 110 77 122 73 97 52 45 48 internal_count=134471 400 191 134071 209 186 164 134017 142 72 133875 1243 132632 132596 811 789 132572 171 432 322 150 49 54 92 110 77 122 73 97 52 45 48 cat_boundaries=0 1 7 8 13 19 cat_threshold=1325 1048576 262147 8196 25165824 33686080 33 720 0 262144 4 0 33554432 0 0 8192 0 512 33 is_linear=0 shrinkage=0.01 Tree=827 num_leaves=26 num_cat=1 split_feature=2 3 3 2 9 3 3 9 1 8 14 1 25 5 11 2 1 7 1 9 1 9 5 2 2 split_gain=60450.7 143791 260896 83184.3 48020.3 950328 209112 55229.3 40890.3 89523.8 42426.2 42364.1 38457.6 36607.5 38179.7 35866 61866.5 29148.6 24490.3 14043.4 24672 6815.91 2093.16 1807.27 3846.58 threshold=437.49875000000003 272.24748000000005 25.511000000000006 1048.2900000000002 362.49400000000003 232.66575000000003 1048.2900000000002 1023.8910000000002 311.36400000000009 99.006000000000014 3.8945000000000003 1066.3056000000001 0 18.826500000000003 39.873500000000007 311.36400000000009 25.388750000000005 657.87500000000011 133.53660000000005 396.4661000000001 7.848325 783.98480000000006 336.19875000000008 480.00160000000005 648.37500000000011 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=4 2 3 18 6 7 8 19 12 10 11 -10 13 14 -1 17 -17 -14 23 -6 21 -21 -15 -2 -25 right_child=1 -3 -4 -5 5 -7 -8 -9 9 -11 -12 -13 15 22 -16 16 -18 -19 -20 20 -22 -23 -24 24 -26 leaf_value=0.075032968290406649 -0.0057393594086170199 -0.9714197244644166 0.73295812556237894 -0.69645219355821608 0.22577255422418771 2.2238403878211974 -0.79585524934710872 -0.5540790828069051 -0.12765640878697851 -0.68288664684295652 0.38393791997432708 0.26702298092842103 -0.00022724999158023711 -0.15456531393116918 -0.29854689529963901 0.06910650970589402 0.64711057836359209 0.22209327677548943 -0.46010959625244141 -0.13404963001608849 0.27948808896541599 0.064123517785753523 -0.28565784272693451 -0.16420479671627866 -0.043103210396236838 leaf_weight=1191 24 20 33 32 22 20 33 21 291 25 20 30 132167 29 28 117 22 59 20 100 20 21 21 51 54 leaf_count=1191 24 20 33 32 22 20 33 21 291 25 20 30 132167 29 28 117 22 59 20 100 20 21 21 51 54 internal_value=0 -0.160552 -0.0847701 -0.233859 0.000316305 0.153625 8.29664e-05 -0.0713982 0.000278981 -0.105275 -0.0629283 -0.0907705 0.000568075 0.0551398 0.066452 4.0721e-05 0.160589 -0.000128049 -0.13451 -0.00921234 -0.0458766 -0.0996559 -0.209624 -0.0840292 -0.101924 internal_weight=0 234 214 181 134237 204 134033 184 134000 366 341 321 133634 1269 1219 132365 139 132226 149 163 141 121 50 129 105 internal_count=134471 234 214 181 134237 204 134033 184 134000 366 341 321 133634 1269 1219 132365 139 132226 149 163 141 121 50 129 105 cat_boundaries=0 6 cat_threshold=2148532224 262147 8196 159383552 33686080 32 is_linear=0 shrinkage=0.01 Tree=828 num_leaves=31 num_cat=2 split_feature=1 0 18 14 4 0 4 3 25 9 9 25 13 26 11 0 4 1 1 5 1 1 1 16 11 1 0 14 1 14 split_gain=59248.2 98758.2 68135.1 39862.2 84485.5 40021.7 320184 210710 114109 140341 49338.8 41356.9 35974.1 47571.1 30550.3 28585.2 27660.8 23064 9316.14 9168.21 7229.93 14952.5 5503.5 5461.34 3277.76 2894.88 2763.46 869.011 684.275 581.336 threshold=311.36400000000009 24.245000000000005 432.42825000000005 325.2480000000001 79.720000000000013 223.35100000000003 242.64500000000001 1048.2900000000002 0 5.6142500000000011 51.140000000000008 1 26.323000000000004 2022.5000000000002 39.873500000000007 362.49400000000003 1066.3056000000001 789.60480000000007 543.20000000000016 11.067000000000002 362.49400000000003 437.49875000000003 437.49875000000003 5.6325000000000012 5.5472500000000009 362.49400000000003 110.69500000000002 479.13100000000003 789.60480000000007 739.41125000000011 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 2 2 2 2 2 2 2 left_child=2 12 3 5 24 7 8 11 9 -7 -10 14 13 17 -1 18 -13 20 26 22 -2 -22 25 -4 27 -15 -3 -5 -24 -29 right_child=1 15 23 4 -6 6 -8 -9 10 -11 -12 16 -14 19 -16 -17 -18 -19 -20 -21 21 -23 28 -25 -26 -27 -28 29 -30 -31 leaf_value=0.072697324266496083 0.13870141672365593 -0.29002607085488058 -0.43187364618129592 -0.0095163745771754873 -0.76935361389885659 0.1671532682257314 1.2119701051712037 -0.83764705912272142 -0.014364931095273871 1.0698618760108949 -0.45382282027491821 8.6693537419831203e-05 0.37617668318748471 -0.22295128396579197 -0.29595019050266436 -0.72865340959458125 -0.36287206990378246 0.36205404945041819 -0.43916819810867308 0.01419126033782959 -0.23396304570711576 0.058819999244977848 -0.30446343159675598 -0.22362025421857834 -0.17289721022049587 -0.08564434766769409 -0.1276116602420807 -0.097647240226787904 -0.24000783110303539 -0.031293447743291444 leaf_weight=994 33 22 34 44 20 124 24 30 475 20 27 132137 20 28 23 21 21 23 32 20 26 53 40 20 24 34 20 31 28 23 leaf_count=994 33 22 34 44 20 124 24 30 475 20 27 132137 20 28 23 21 21 23 32 20 26 53 40 20 24 34 20 31 28 23 internal_value=0 -0.121488 0.00039857 0.000541669 -0.166916 0.00071929 0.0778134 0.000331519 0.0356775 0.273534 -0.0372589 0.000520288 -0.0337939 -0.0625637 0.0637335 -0.403031 2.90169e-05 0.0736208 -0.310624 -0.18513 0.014389 -0.037539 -0.215795 -0.354743 -0.0681563 -0.147654 -0.212686 -0.0425055 -0.277923 -0.0693854 internal_weight=0 400 134071 134017 142 133875 670 133205 646 144 502 133175 305 285 1017 95 132158 135 74 150 112 79 130 54 122 62 42 98 68 54 internal_count=134471 400 134071 134017 142 133875 670 133205 646 144 502 133175 305 285 1017 95 132158 135 74 150 112 79 130 54 122 62 42 98 68 54 cat_boundaries=0 5 11 cat_threshold=32768 4096 0 0 33554432 1048576 262147 8196 159383552 131648 32 is_linear=0 shrinkage=0.01 Tree=829 num_leaves=25 num_cat=2 split_feature=2 14 7 0 2 18 1 24 0 0 4 2 6 25 4 1 4 2 6 2 1 2 16 1 split_gain=59063.7 135639 144771 109373 89003.6 48992.8 45698.6 84121.5 89266 49974.2 290422 153676 107665 38830.5 35974.3 35388.1 29631 32735.4 18912.2 19657.2 15226.7 3849.14 1824.33 485.818 threshold=437.49875000000003 8.0855000000000015 172.67400000000001 66.360000000000014 1048.2900000000002 432.42825000000005 311.36400000000009 0 27.356500000000004 223.35100000000003 242.64500000000001 174.86250000000004 81.106025000000017 1 120.129 437.49875000000003 1066.3056000000001 333.67962000000006 49.283250000000002 25.584650000000003 26.014500000000009 648.37500000000011 5.6325000000000012 650.90000000000009 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 20 6 9 8 15 13 11 12 -11 -1 18 -8 17 -15 19 -9 21 -2 -7 -17 right_child=1 -3 -4 -5 -6 22 7 14 -10 10 -12 -13 -14 16 -16 23 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.18812059405716983 -0.15273834147150553 -0.90607975678010422 0.72852869391441344 0.40036453543038208 -0.74834220055610901 -0.34541595664971014 0.067214427902584986 -0.23597619517479537 -0.38983014766986557 0.048443429579777 1.2172998463023792 0.7352892460361603 -0.49480641316144897 7.8072980379074032e-05 -0.58022347857554757 0.43891148834228516 -0.3587399091927902 0.17265875161777841 0.10528763510964133 0.067487246990203864 -0.38074934283892314 -0.031645917362636992 -0.22505275273323058 0.50415483066013889 leaf_weight=100 63 22 20 29 31 34 42 193 26 565 22 31 39 132916 24 25 23 110 22 24 24 45 20 21 leaf_count=100 63 22 20 29 31 34 42 193 26 565 22 31 39 132916 24 25 23 110 22 24 24 45 20 21 internal_value=0 -0.1587 -0.0811416 -0.165482 -0.266154 0.000312351 0.000433544 -0.10951 0.114899 0.000743311 0.0877438 0.0486095 0.013366 0.000314023 -0.203417 0.27708 0.000158716 0.000220781 -0.174089 -0.202413 -0.152913 -0.102283 -0.300837 0.468696 internal_weight=0 234 212 192 163 134237 134183 377 114 133806 657 635 604 133149 263 88 133049 133026 239 217 132 108 54 46 internal_count=134471 234 212 192 163 134237 134183 377 114 133806 657 635 604 133149 263 88 133049 133026 239 217 132 108 54 46 cat_boundaries=0 1 6 cat_threshold=292 0 0 4 0 131072 is_linear=0 shrinkage=0.01 Tree=830 num_leaves=21 num_cat=3 split_feature=9 0 13 9 11 25 25 4 14 1 9 1 5 4 25 4 5 9 11 9 split_gain=50956.3 207086 134322 53114.6 40245 44079 35404.6 45540.3 42181.6 51995.7 39597.6 33680.6 277070 252116 98791 41756.7 36742.1 3822.06 778.897 287.175 threshold=189.01250000000002 175.33000000000001 196.52100000000004 177.87500000000003 648.37500000000011 0 1 108.80750000000002 108.99250000000002 108.26750000000003 442.89500000000004 172.67400000000001 148.23000000000005 5.6142500000000011 2 1066.3056000000001 364.99000000000007 271.26290500000005 751.80750000000012 225.07500000000002 decision_type=2 2 2 2 2 9 9 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=3 2 6 4 5 -1 10 8 9 -8 17 15 14 -14 -13 16 -7 19 -6 -2 right_child=1 -3 -4 -5 18 11 7 -9 -10 -11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.16228788256645202 -0.12937288947727368 -0.87845138967037206 0.73427889006478453 0.42782098659153639 -0.3101824534507025 -0.00053818155887011326 -0.054518221090212954 0.41843397026970275 0.38476377737522127 -0.55784309062090787 -0.64995119514919464 0.14166377770170116 1.5584171618586 0.061039909882978957 -0.081505688308588231 0.39254667017194961 -0.12871961262143616 -0.24452926108331391 -0.23429594767721074 -0.079924468820293748 leaf_weight=157 23 32 21 29 21 132391 306 21 20 22 21 351 23 22 431 27 224 33 38 24 leaf_count=157 23 32 21 29 21 132391 306 21 20 22 21 351 23 22 431 27 224 33 38 24 internal_value=0 -0.0989972 -0.0481977 -9.72967e-05 -0.000190124 -7.48332e-05 -0.0831594 -0.0329096 -0.0610915 -0.0882778 -0.23975 -0.000277959 0.0633411 0.826366 0.019433 -0.000674634 -0.000754693 -0.16204 -0.261306 -0.104123 internal_weight=0 523 491 133714 133685 133626 470 369 348 328 101 133469 827 45 782 132642 132615 80 59 47 internal_count=134237 523 491 133714 133685 133626 470 369 348 328 101 133469 827 45 782 132642 132615 80 59 47 cat_boundaries=0 5 10 14 cat_threshold=0 0 4 0 8192 37749248 4096 256 0 1 37782016 1052672 17664 4194304 is_linear=0 shrinkage=0.01 Tree=831 num_leaves=18 num_cat=1 split_feature=3 2 4 9 9 0 2 9 2 25 3 1 10 8 5 26 26 split_gain=83943.2 260594 57165.5 52694.9 57711.9 99188.8 60968.8 57644.5 53732.9 62255.5 52159.3 32730.3 32174.7 21097.6 18016.7 2181.72 1205.79 threshold=544.35000000000002 70.64500000000001 8.0855000000000015 1023.8910000000002 166.79600000000002 110.69500000000002 91.035000000000011 162.20850000000004 1048.2900000000002 0 782.62500000000011 543.20000000000016 11.100500000000002 172.50000000000003 89.650000000000006 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=3 2 10 4 7 6 13 8 9 15 16 -11 -7 14 -6 -1 -2 right_child=1 -3 -4 -5 5 12 -8 -9 -10 11 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.17004479116684681 -0.18312433554028926 -1.0378519807569684 -0.49138937902450563 0.4891470310904763 -0.039050356413093595 -0.86422102451324467 -0.49479810918531109 0.43842517336209619 -0.40343961657899796 -0.00026623621469590736 0.36086866467464263 0.15668539256081546 -0.29699378204345706 0.2239639257151505 -0.30980395592175997 0.24584278021103298 -0.080630323824783176 leaf_weight=74 22 32 20 22 449 20 31 30 33 133153 41 133 20 29 26 78 24 leaf_count=74 22 32 20 22 449 20 31 30 33 133153 41 133 20 29 26 78 24 internal_value=0 -0.246096 -0.00930874 -0.000223031 -0.00030333 -0.100272 -0.0643594 0.000127245 2.87295e-05 0.00012851 0.101514 -0.000109613 -0.580607 -0.037884 -0.0538706 0.196044 -0.129649 internal_weight=0 139 107 134098 134076 575 535 133501 133471 133438 87 133286 40 504 475 152 46 internal_count=134237 139 107 134098 134076 575 535 133501 133471 133438 87 133286 40 504 475 152 46 cat_boundaries=0 5 cat_threshold=0 0 4 0 8192 is_linear=0 shrinkage=0.01 Tree=832 num_leaves=23 num_cat=3 split_feature=9 2 13 9 11 25 25 14 1 5 4 25 4 5 1 4 7 9 26 11 9 9 split_gain=49033.4 197164 105889 52213 39451.1 42261.8 34613.2 35779.5 32839.5 271727 247026 96857.3 40963.6 35982.3 32417.5 31891.2 30161.5 26369.3 2796.87 763.034 494.695 35.7438 threshold=189.01250000000002 91.035000000000011 189.64500000000004 177.87500000000003 648.37500000000011 0 1 80.710000000000008 172.67400000000001 148.23000000000005 5.6142500000000011 2 1066.3056000000001 364.99000000000007 108.26750000000003 49.484000000000009 14.319000000000001 362.49400000000003 2022.5000000000002 751.80750000000012 271.26290500000005 225.07500000000002 decision_type=2 2 2 2 2 9 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=3 2 6 4 5 18 17 14 12 11 -11 -10 13 -7 15 -8 -3 20 -1 -6 21 -2 right_child=1 16 -4 -5 19 8 7 -9 9 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=0.12655251907232482 -0.11573085622353987 -0.44496416937221178 0.65815339429037911 0.42417614653192715 -0.30709080565543401 -0.00052837598631885264 -0.050547029941499656 0.33209011413432932 0.14009756575702301 1.5428043406942615 0.06061841704628685 -0.080875543605983924 0.38880579030072249 -0.12737753423130405 -0.41739975430748677 0.32227392387390141 -0.95264925775527953 -0.46503417522566659 0.21096865110759497 -0.23198103854530736 -0.16394669593676278 -0.097704651030627171 leaf_weight=78 22 22 21 29 21 132391 279 27 351 23 22 431 27 224 22 25 25 35 79 38 23 22 leaf_count=78 22 22 21 29 21 132391 279 27 351 23 22 431 27 224 22 25 25 35 79 38 23 22 internal_value=0 -0.0971107 -0.0360997 -9.48688e-05 -0.000186905 -7.27568e-05 -0.0681422 -0.0172511 -0.000271652 0.062548 0.81818 0.0190654 -0.000663342 -0.000742637 -0.0467134 -0.0198874 -0.715009 -0.220916 0.158908 -0.258715 -0.126364 -0.106718 internal_weight=0 523 476 133714 133685 133626 455 353 133469 827 45 782 132642 132615 326 304 47 102 157 59 67 44 internal_count=134237 523 476 133714 133685 133626 455 353 133469 827 45 782 132642 132615 326 304 47 102 157 59 67 44 cat_boundaries=0 5 11 15 cat_threshold=0 0 4 0 8192 37748736 1048576 0 0 1 33554432 37782016 1052672 17664 4194304 is_linear=0 shrinkage=0.01 Tree=833 num_leaves=24 num_cat=3 split_feature=3 2 4 3 25 1 24 0 1 2 12 3 2 5 25 13 0 0 0 0 1 1 3 split_gain=82027.3 254629 56011.5 51030.4 42770.2 39117.1 163196 64975 40644.7 32834.3 98671.7 120977 70292.6 31059.1 30225.4 42148.3 36957.1 96739.2 34783.9 14999.6 6882.1 14293.5 90.4812 threshold=544.35000000000002 70.64500000000001 8.0855000000000015 782.62500000000011 0 437.49875000000003 1 24.245000000000005 543.20000000000016 437.49875000000003 13.016250000000001 25.511000000000006 1048.2900000000002 8.3632500000000025 2 638.18750000000011 232.94400000000005 166.14750000000004 1083.9006000000002 362.49400000000003 789.60480000000007 543.20000000000016 650.90000000000009 decision_type=2 2 2 2 9 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=4 2 3 22 -1 9 7 8 -7 14 11 12 -11 20 16 18 17 -6 -16 -18 21 -8 -2 right_child=1 -3 -4 -5 5 6 13 -9 -10 10 -12 -13 -14 -15 15 -17 19 -19 -20 -21 -22 -23 -24 leaf_value=0.15876770892086819 -0.11216443324089051 -1.0259089596383273 -0.48639601033926017 0.3570251861723458 -0.016689481196800734 0.31121002048254015 -0.12776881475197641 0.041461774110794068 0.77740350744459363 -0.077748221879382781 -0.75911927743391561 0.54276026318813198 -0.69847107206072123 0.22237739181518557 0.00080637231976403824 0.32967889718520332 -0.36194729763269423 0.41157829662538925 0.37385305061340335 -0.10327766455856024 -0.076281167864799507 -0.40999908335068647 -0.14045596135296645 leaf_weight=159 20 32 20 41 10912 32 38 31 45 139 22 29 21 20 122380 39 40 53 25 51 28 34 26 leaf_count=159 20 32 20 41 10912 32 38 31 45 139 22 29 21 20 122380 39 40 53 25 51 28 34 26 internal_value=0 -0.243267 -0.0092059 0.100493 -0.000216405 -0.000416958 0.130455 0.391756 0.583661 -0.000640148 -0.125287 -0.0515071 -0.159218 -0.126796 -0.000443141 0.000987209 -0.0162703 -0.0146194 0.000882563 -0.216979 -0.209311 -0.261044 -0.128155 internal_weight=0 139 107 87 134098 133939 228 108 77 133711 211 189 160 120 133500 122444 11056 10965 122405 91 100 72 46 internal_count=134237 139 107 87 134098 133939 228 108 77 133711 211 189 160 120 133500 122444 11056 10965 122405 91 100 72 46 cat_boundaries=0 5 6 12 cat_threshold=0 0 4 0 8192 3125 172097600 2709545216 131200 16847113 3623879171 67175040 is_linear=0 shrinkage=0.01 Tree=834 num_leaves=18 num_cat=1 split_feature=9 0 13 2 9 11 25 0 4 0 2 5 7 2 26 0 11 split_gain=47898 197757 130711 52506.9 51145.5 38713.8 40605.7 32106 52287.8 165908 37276.4 25329.3 24976 23529.9 2739.61 1261.38 742.589 threshold=189.01250000000002 175.33000000000001 196.52100000000004 91.035000000000011 177.87500000000003 648.37500000000011 0 783.48000000000013 293.27220000000005 57.417500000000011 1048.2900000000002 124.30625000000002 172.67400000000001 22.341000000000005 2022.5000000000002 1083.9006000000002 751.80750000000012 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 11 5 6 14 8 10 -10 -8 12 13 -2 -1 -9 -7 right_child=1 -3 -4 -5 -6 16 7 15 9 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.12364846805731455 -0.072233644916101347 -0.85767086163163186 0.72555372828528986 -0.50895587974124479 0.41982156827532008 -0.30400486653759368 -0.0001439915396649118 0.16692685621125355 -0.048162452019382233 -0.76622209972805455 0.35239345868428551 -0.36392001056671142 0.29171524871479382 0.27977117645740512 0.20719599240942846 0.24821169240134106 -0.22990817923294871 leaf_weight=78 376 32 21 27 29 21 133023 42 303 36 30 25 22 20 79 35 38 leaf_count=78 376 32 21 27 29 21 133023 42 303 36 30 25 22 20 79 35 38 internal_value=0 -0.0959758 -0.0463338 -0.0808223 -8.96988e-05 -0.000180789 -6.77129e-05 -0.000262673 -0.00038053 -0.124417 -6.45035e-05 -0.0547284 -0.0362361 -0.0544556 0.155767 0.203875 -0.256282 internal_weight=0 523 491 470 133714 133685 133626 133469 133392 339 133053 443 418 396 157 77 59 internal_count=134237 523 491 470 133714 133685 133626 133469 133392 339 133053 443 418 396 157 77 59 cat_boundaries=0 5 cat_threshold=0 0 4 0 8192 is_linear=0 shrinkage=0.01 Tree=835 num_leaves=14 num_cat=2 split_feature=0 9 11 4 4 14 25 5 6 9 25 4 11 split_gain=69313.4 62594.3 40736.3 41365.1 83724.2 81902.9 57346.6 59753 54093.7 405332 34854.1 29493.5 3139.87 threshold=1083.9006000000002 1023.8910000000002 751.80750000000012 174.86250000000004 171.33900000000003 108.99250000000002 0 254.90500000000003 442.27000000000004 28.316400000000005 1 314.37500000000006 944.45425000000012 decision_type=2 2 2 2 2 2 9 2 2 2 9 2 2 left_child=1 2 3 4 8 6 11 -8 10 -10 -1 -5 -4 right_child=-2 -3 12 5 -6 -7 7 -9 9 -11 -12 -13 -14 leaf_value=-0.036466755582748214 0.4340488344914204 0.5228030992590863 0.22600129672459193 0.28220301799578212 0.41896827433258294 -0.5598696007873073 -0.067377699424128079 -0.53239543536613732 -0.0031811377885458355 1.516723032951355 0.0017252449017824518 -0.061332585435164601 0.39892775535583497 leaf_weight=2424 37 23 21 73 48 33 586 29 143 20 130771 38 21 leaf_count=2424 37 23 21 73 48 33 586 29 143 20 130771 38 21 internal_value=0 0.00116873 0.00107934 0.000981857 0.00140068 -0.0726328 -0.0504857 -0.0878765 0.00125038 0.18331 0.00102758 0.150993 0.312465 internal_weight=0 134230 134207 134165 133406 759 726 615 133358 163 133195 111 42 internal_count=134267 134230 134207 134165 133406 759 726 615 133358 163 133195 111 42 cat_boundaries=0 3 8 cat_threshold=33554944 131072 1024 4194304 603979776 270336 8421376 139264 is_linear=0 shrinkage=0.01 Tree=836 num_leaves=14 num_cat=3 split_feature=9 7 3 7 25 11 18 25 6 25 26 7 1 split_gain=61320.6 75781.9 51576.9 38756.7 33880.9 44259.3 32902.9 28536.2 18211.2 13869.8 50910.8 9276.98 7110.48 threshold=1023.8910000000002 657.87500000000011 1048.2900000000002 783.98480000000006 0 751.80750000000012 484.61250000000007 1 364.99000000000007 2 2022.5000000000002 1043.5418000000002 362.49400000000003 decision_type=2 2 2 2 9 2 2 9 2 9 2 2 2 left_child=1 2 4 -3 8 6 7 -6 9 10 -1 -5 -11 right_child=-2 3 -4 11 5 -7 -8 -9 -10 12 -12 -13 -14 leaf_value=-0.35118997653325401 0.51757509366325716 -0.59575578755345837 0.37983195013470122 -0.02962904301862563 0.016954013984092353 0.35254471765624151 0.28862692308425902 0.00034894311412741601 -0.32874631631942025 -0.028879859212231369 0.060759764909744267 -0.29469587968743366 0.1559661965001197 leaf_weight=60 23 29 36 31 11314 36 40 120269 21 2304 60 23 21 leaf_count=60 23 29 36 31 11314 36 40 120269 21 2304 60 23 21 internal_value=0 0.00118666 0.00137354 -0.300885 0.00127196 0.00196094 0.0018652 0.00177802 -0.035377 -0.0330019 -0.134045 -0.142528 -0.0270937 internal_weight=0 134244 134161 83 134125 131659 131623 131583 2466 2445 120 54 2325 internal_count=134267 134244 134161 83 134125 131659 131623 131583 2466 2445 120 54 2325 cat_boundaries=0 5 11 16 cat_threshold=4194304 603979776 270336 8421376 139264 2181038080 263235 33571157 268763264 168303168 271009 0 0 0 32768 139264 is_linear=0 shrinkage=0.01 Tree=837 num_leaves=13 num_cat=4 split_feature=0 9 7 3 25 0 24 25 3 7 24 7 split_gain=67970 60128.1 56687.1 51528.6 34072.8 66042.9 76090.2 31377.1 60758.9 30059.9 22701.4 11517.7 threshold=1083.9006000000002 1023.8910000000002 657.87500000000011 1048.2900000000002 0 290.96350000000007 1 2 782.62500000000011 783.98480000000006 3 1043.5418000000002 decision_type=2 2 2 2 9 2 1 9 2 2 1 2 left_child=1 2 3 4 5 6 -1 10 -9 -4 -6 -11 right_child=-2 -3 9 -5 7 -7 -8 8 -10 11 -12 -13 leaf_value=0.16896876732140956 0.42980871033024143 0.51239932205366057 -0.52844793762479514 0.38486477225167415 0.0082967240120969607 0.57657221555709837 -0.0136899142343483 0.0012390049872086494 0.4942725567340851 0.0056889406194289525 -0.056080398646905796 -0.29174892332242885 leaf_weight=328 37 23 28 35 823 24 703 130548 25 30 1640 23 leaf_count=328 37 23 28 35 823 24 703 130548 25 30 1640 23 internal_value=0 0.00114425 0.00105663 0.00121634 0.00111621 0.0574538 0.0459268 0.00066507 0.0013333 -0.263409 -0.0346225 -0.123388 internal_weight=0 134230 134207 134126 134091 1055 1031 133036 130573 81 2463 53 internal_count=134267 134230 134207 134126 134091 1055 1031 133036 130573 81 2463 53 cat_boundaries=0 6 7 12 13 cat_threshold=2147483648 262147 4100 65536 33555008 544 45 4194304 603979776 270336 8421376 139264 3216 is_linear=0 shrinkage=0.01 Tree=838 num_leaves=18 num_cat=5 split_feature=9 7 4 7 6 25 15 11 25 24 25 25 26 4 6 9 26 split_gain=58904.3 73047.7 45825.1 49200 39891.9 33420 34931.4 34088.9 29946.6 24158.9 81457.4 53758.9 49634.6 19430.8 18947.7 12194.5 1214.39 threshold=1023.8910000000002 657.87500000000011 39.44700000000001 783.98480000000006 783.98480000000006 0 756.4475000000001 751.80750000000012 1 2 3 4 2022.5000000000002 137.58000000000001 1043.5418000000002 13.713750000000003 2022.5000000000002 decision_type=2 2 2 2 2 9 2 2 9 1 9 9 2 2 2 2 2 left_child=1 4 3 -3 5 9 7 8 -7 11 16 12 -1 -12 -6 -13 -11 right_child=-2 2 -4 -5 14 6 -8 -9 -10 10 13 15 -14 -15 -16 -17 -18 leaf_value=-0.0046627081535300435 0.50727530551993327 -0.55822743325006396 -0.71243919157981883 0.034586555663318863 0.40609258460998532 0.014621100529179285 -0.38773261163545691 0.31861399356056663 0.00013453188362658704 -0.25734276941844397 -0.036990821208332948 -0.041163891708990291 0.3097200583022775 0.27659736084938052 0.069420843459665774 0.17551008180335717 -0.31331015719307792 leaf_weight=98 23 21 20 42 35 16281 23 34 115026 84 1642 684 103 20 32 27 72 leaf_count=98 23 21 20 42 35 16281 23 34 115026 84 1642 684 103 20 32 27 72 internal_value=0 0.00116314 -0.295409 -0.163018 0.00134661 0.00122472 0.00194546 0.00201385 0.00193187 -0.0333413 -0.0543666 0.00870596 0.149025 -0.0330185 0.245294 -0.032479 -0.266115 internal_weight=0 134244 83 63 134161 134094 131364 131341 131307 2730 1818 912 201 1662 67 711 156 internal_count=134267 134244 83 63 134161 134094 131364 131341 131307 2730 1818 912 201 1662 67 711 156 cat_boundaries=0 5 11 12 17 22 cat_threshold=4194304 612368384 270336 142704640 1187844 2181070848 263233 33571157 272892032 168303168 271009 3264 0 0 0 134217728 139264 0 0 8192 142606336 8192 is_linear=0 shrinkage=0.01 Tree=839 num_leaves=21 num_cat=6 split_feature=9 7 6 7 25 24 25 25 26 25 24 9 2 17 2 6 7 1 26 5 split_gain=57732.1 71594.1 39098 36557.2 32733.9 30307.1 78908 53089.2 47694.4 28698.6 94484.7 201225 155669 44992.4 27953.7 18570.6 8882.35 4809.88 1827.42 98.5753 threshold=1023.8910000000002 657.87500000000011 783.98480000000006 783.98480000000006 0 1 2 3 2022.5000000000002 4 5 162.20850000000004 437.49875000000003 515.65075000000013 12.809650000000001 1043.5418000000002 1043.5418000000002 48.621081000000011 2022.5000000000002 2.3900000000000001 decision_type=2 2 2 2 9 1 9 9 2 9 1 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 5 7 18 8 -1 10 11 -6 -12 14 -11 -4 -5 -8 -7 -9 right_child=-2 3 15 16 9 6 17 19 -10 13 12 -13 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.010263356425545432 0.50220256556635323 -0.57883649332769982 0.40203168623788016 -0.028185500579495586 0.035759053958871391 -0.30911009788513183 -0.039352148398048896 -0.049365980109095056 0.42129740961666762 -0.0011102739576823789 -0.0027327957922799366 0.47088002136460055 -0.47944385860277261 0.4628156784602574 0.023622396345329463 0.068726637996733189 -0.28755333003790484 -0.18892154119570148 -0.39160590877532964 -0.072507928371429442 leaf_weight=55 23 29 35 31 6684 58 947 231 58 111549 9457 108 69 21 4765 32 23 22 50 20 leaf_count=55 23 29 35 31 6684 58 947 231 58 111549 9457 108 69 21 4765 32 23 22 50 20 internal_value=0 0.00115152 0.00133316 -0.292455 0.00121249 -0.0460272 -0.072614 0.032476 0.20325 0.00172899 0.014144 0.0426152 -0.00617929 -1.34952e-05 -9.70582e-05 0.242841 -0.138657 -0.0423113 -0.31787 -0.0492479 internal_weight=0 134244 134161 83 134094 1441 1077 364 113 132653 16318 6792 9526 116335 116314 67 54 969 108 251 internal_count=134267 134244 134161 83 134094 1441 1077 364 113 132653 16318 6792 9526 116335 116314 67 54 969 108 251 cat_boundaries=0 5 6 11 16 22 23 cat_threshold=0 603979776 270336 8421376 139264 3200 0 0 8192 0 139264 0 0 8192 8388608 8192 2181070848 263233 33571157 272892032 168303168 271009 3121 is_linear=0 shrinkage=0.01 Tree=840 num_leaves=25 num_cat=4 split_feature=0 3 4 9 25 0 5 6 9 3 18 7 25 6 25 0 0 7 5 9 7 24 6 7 split_gain=62374.6 377078 246386 122143 122760 176375 183934 55387.8 344746 93841.9 59332 40795.8 45409.5 39972.9 35909.6 24534.5 28702.6 23214.4 26742.3 11041.9 9881.02 7229.9 4302.8 2509.02 threshold=212.70000000000005 400.11250000000007 232.66575000000003 21.909000000000002 0 242.89125000000004 49.842000000000006 442.27000000000004 28.316400000000005 1048.2900000000002 571.7600000000001 657.87500000000011 1 482.64500000000004 2 309.85375000000005 290.96350000000007 8.0855000000000015 48.662000000000006 109.7702 1043.5418000000002 3 783.98480000000006 783.98480000000006 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 1 2 2 left_child=7 2 3 4 5 -2 -7 9 13 10 11 12 -1 -9 -14 16 -6 18 22 -5 23 -17 -15 -13 right_child=1 -3 -4 19 15 6 -8 8 -10 -11 -12 20 14 17 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.19606344130860656 1.0421580146789551 1.447664446592331 1.0109982244785016 -0.32418991088867188 -0.013052801247252974 0.045345382639046375 1.0579545452594759 0.38942329898476602 1.4146758977174758 -0.56808695628725248 -0.39425851583480837 0.37479772814997925 -0.094213110645062964 -0.091329205584526049 0.00091601600269247815 -0.16872753956455452 0.3434328276377458 0.25557537783682344 -0.42602155121889979 -0.63755692253942076 0.062710049084077277 -0.041835819783418077 0.057169528752565382 0.23716499604284763 leaf_weight=109 25 20 26 22 172 174 20 24 20 29 38 27 388 50 132936 120 26 20 22 23 24 105 32 26 leaf_count=109 25 20 26 22 172 174 20 24 20 29 38 27 388 50 132936 120 26 20 22 23 24 105 32 26 internal_value=0 0.0934309 0.055444 0.0192804 0.0545819 0.240625 0.149738 0.000931561 0.182391 0.000703339 0.000826852 0.000939302 0.000806513 0.0158659 0.000632126 -0.0463315 0.0337584 -0.0564355 -0.116438 -0.484355 0.23105 -0.11887 -0.0333785 0.30728 internal_weight=0 733 713 687 642 219 194 133745 168 133577 133548 133510 133433 148 133324 423 198 124 104 45 77 225 82 53 internal_count=134478 733 713 687 642 219 194 133745 168 133577 133548 133510 133433 148 133324 423 198 124 104 45 77 225 82 53 cat_boundaries=0 6 11 15 16 cat_threshold=32768 0 16384 0 33554433 134217728 0 2 0 0 139264 1048576 262145 4 128 2206 is_linear=0 shrinkage=0.01 Tree=841 num_leaves=23 num_cat=3 split_feature=0 3 4 9 25 3 0 2 6 9 3 18 25 26 7 6 0 0 7 5 9 24 split_gain=61094.9 369590 241498 119697 120360 176672 220749 62301.3 62207.2 330876 103242 58114.8 47871.6 80560 55223.2 36502.3 24076 28131.4 20693.7 18290.6 10822.2 7096.3 threshold=212.70000000000005 400.11250000000007 232.66575000000003 21.909000000000002 0 53.227330000000002 242.89125000000004 1048.2900000000002 442.27000000000004 28.316400000000005 1048.2900000000002 571.7600000000001 1 2022.5000000000002 657.87500000000011 482.64500000000004 309.85375000000005 290.96350000000007 8.0855000000000015 48.662000000000006 109.7702 2 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1 left_child=7 2 3 4 5 6 -2 8 10 15 11 12 13 -1 -14 -10 17 -6 19 -17 -5 -18 right_child=1 -3 -4 20 16 -7 -8 -9 9 -11 -12 -13 14 -15 -16 18 21 -19 -20 -21 -22 -23 leaf_value=-0.030513957799491235 1.3109755443391344 1.4331877551078795 1.0008882016402025 -0.32094800862399014 -0.012922271819308747 -0.62304049233595526 0.22658458390478362 0.41120923944421722 0.38552907039721812 1.400529143333435 -0.60659120287214008 -0.3903159341059233 0.00047741924491980468 0.51507063694000244 0.27559486937747429 -0.030587317693380661 -0.1671700537800789 0.33999849975109103 0.25301963046938181 -0.36176552693049113 -0.6311813452969427 -0.041453840359397559 leaf_weight=59 21 20 26 22 172 21 177 37 24 20 28 38 133294 50 73 81 120 26 20 21 23 105 leaf_count=59 21 20 26 22 172 21 177 37 24 20 28 38 133294 50 73 81 120 26 20 21 23 105 internal_value=0 0.0924679 0.05486 0.0190569 0.0540033 0.238219 0.341596 0.000922322 0.000808786 0.194271 0.000568302 0.000695633 0.000806952 0.201287 0.000627961 0.0290304 -0.0459168 0.0334209 -0.0411005 -0.0987711 -0.479512 -0.117775 internal_weight=0 733 713 687 642 219 198 133745 133708 166 133542 133514 133476 109 133367 146 423 198 122 102 45 225 internal_count=134478 733 713 687 642 219 198 133745 133708 166 133542 133514 133476 109 133367 146 423 198 122 102 45 225 cat_boundaries=0 6 11 12 cat_threshold=32768 0 16384 0 33554433 134217728 0 2 0 0 139264 2206 is_linear=0 shrinkage=0.01 Tree=842 num_leaves=19 num_cat=4 split_feature=25 3 26 24 3 4 7 6 7 5 3 2 25 25 26 4 26 26 split_gain=56544.4 70319.4 84870.5 67449.6 65516.1 43020.7 39748.5 129096 42913.8 40880.4 60826.7 40350.5 53720.8 17188.7 9136.72 6468.7 5796.94 34.2584 threshold=0 782.62500000000011 2022.5000000000002 1 1048.2900000000002 1066.3056000000001 657.87500000000011 27.260118000000002 783.98480000000006 650.90000000000009 1.2015765000000003 1048.2900000000002 2 3 2022.5000000000002 27.234500000000004 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 1 2 2 2 2 2 2 2 2 9 9 2 2 2 2 left_child=3 5 -3 14 -4 6 9 8 -8 11 15 12 -2 16 -1 -11 -5 -15 right_child=1 2 4 13 -6 -7 7 -9 -10 10 -12 -13 -14 17 -16 -17 -18 -19 leaf_value=0.19948691342093727 0.2172037460078364 -0.15508184999227523 0.18035108657110308 -0.14163832314844643 0.95290163123089333 0.38672648043468083 -0.39578801345825199 0.87710353114388218 0.16701306654583839 0.0095261314543003735 0.70204922842979434 0.3508829648566969 0.00097660240036578634 -0.25163031647018358 0.012709899711608888 0.22425088620185854 0.0057326692693373737 -0.25980632843323126 leaf_weight=55 105 24 21 56 23 29 20 22 42 47 20 33 133655 102 50 20 51 103 leaf_count=55 105 24 21 56 23 29 20 22 42 47 20 33 133655 102 50 20 51 103 internal_value=0 0.00177265 0.323267 -0.113486 0.584184 0.00160963 0.00152626 0.218989 -0.0145357 0.00138982 0.218089 0.00124891 0.00116265 -0.18654 0.100933 0.0736231 -0.0652938 -0.243843 internal_weight=0 134061 68 417 44 133993 133964 84 62 133880 87 133793 133760 312 105 67 107 205 internal_count=134478 134061 68 417 44 133993 133964 84 62 133880 87 133793 133760 312 105 67 107 205 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=22 num_cat=7 split_feature=0 4 10 5 25 0 24 2 4 7 25 26 25 24 25 2 25 0 7 26 7 split_gain=59706.7 321941 121058 217623 70764.4 79449.1 62205.6 60033.8 51765.4 42638.9 45241.2 76633.6 39086.5 65894.2 37516.6 32905.6 26903.3 20787.3 17619.2 16627 5607.72 threshold=212.70000000000005 242.64500000000001 20.073375000000006 120.129 0 242.89125000000004 1 1048.2900000000002 1066.3056000000001 657.87500000000011 2 2022.5000000000002 3 4 5 12.122000000000002 6 332.15050000000008 1043.5418000000002 2022.5000000000002 783.98480000000006 decision_type=2 2 2 2 9 2 1 2 2 2 9 2 9 1 9 2 9 2 2 2 2 left_child=7 2 3 4 5 -2 14 8 9 10 11 -1 13 -12 -6 -4 -14 -8 20 -7 -11 right_child=1 -3 15 -5 6 19 17 -9 -10 18 12 -13 16 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.030248874960274532 0.74503556781344937 1.1630580262784604 -0.19515584733751085 0.86524280211504778 0.21925811368878148 0.25514907728950931 -0.039889354550320173 0.40365116737984325 -0.43703024184262312 0.43284743002482823 0.079019353833691824 0.50689348833901537 0.012175410399860163 -0.18924454629421233 -0.0098254662049122345 -0.71615811006589369 -0.00092257323404892064 -0.2435861172242598 0.017798120819318752 -0.0032075500488281251 0.22889713143499996 leaf_weight=58 27 27 27 34 109 53 92 37 27 28 135 49 18149 259 185 22 114951 110 26 47 26 leaf_count=58 27 27 27 34 109 53 92 37 27 28 135 49 18149 259 185 22 114951 110 26 47 26 internal_value=0 0.0913993 0.0504152 0.0861763 0.043659 0.244439 -0.012428 0.000899748 0.000788298 0.000876725 0.000738525 0.197294 0.000566158 -0.097646 0.0795255 -0.429075 0.000864198 -0.143699 0.231673 0.133721 0.334649 internal_weight=0 733 706 657 623 127 496 133745 133708 133681 133601 107 133494 394 294 49 133100 202 80 100 54 internal_count=134478 733 706 657 623 127 496 133745 133708 133681 133601 107 133494 394 294 49 133100 202 80 100 54 cat_boundaries=0 6 7 12 16 17 23 29 cat_threshold=512 4096 16384 0 33554433 134217728 3040 0 2 0 0 139264 1048576 262145 4 128 1560 32768 131072 256 0 0 33554432 2147484032 604112144 281936 3376480256 172491329 672 is_linear=0 shrinkage=0.01 Tree=844 num_leaves=23 num_cat=3 split_feature=0 4 10 5 25 6 2 0 2 6 9 4 7 25 6 25 2 7 5 7 0 7 split_gain=58556 315517 118664 213275 69332.9 93192.6 81065.8 77868 58839.2 60754.3 323773 47664.9 43064.8 48063.3 35815.3 35099.5 32250.8 20183.1 18005.3 16268.8 13742.8 5325.47 threshold=212.70000000000005 242.64500000000001 20.073375000000006 120.129 0 35.217375000000011 125.84000000000002 242.89125000000004 1048.2900000000002 442.27000000000004 28.316400000000005 1066.3056000000001 657.87500000000011 1 482.64500000000004 2 12.122000000000002 8.0855000000000015 48.662000000000006 783.98480000000006 542.34225000000004 1043.5418000000002 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 left_child=8 2 3 4 7 6 -6 -2 9 11 14 12 13 -1 -11 -15 -4 18 -16 -14 -9 -21 right_child=1 -3 16 -5 5 -7 -8 20 -10 10 -12 -13 19 15 17 -17 -18 -19 -20 21 -22 -23 leaf_value=0.20395338477759528 0.73758520974053288 1.1514274300469294 -0.1932042996088664 0.85659036082379958 -0.023322387791554863 0.45670955046629297 -0.65942027216865906 0.064701579507191978 0.39961465835571292 0.38164047658443451 1.3852100744247438 -0.4275820409334623 0.42851897018296375 -0.093457479193881532 -0.030259788374841948 0.00059234134242696951 -0.70899651348590853 0.24951311248540881 -0.35884511368615285 0.22660813688372192 0.33543225860595705 0.020035970416696122 leaf_weight=106 27 27 27 34 436 39 21 75 37 24 20 26 28 388 81 132944 22 20 21 26 25 24 leaf_count=106 27 27 27 34 436 39 21 75 37 24 20 26 28 388 81 132944 22 20 21 26 25 24 internal_value=0 0.0905139 0.0499407 0.0853464 0.043256 -0.0122623 -0.0525523 0.241994 0.000890676 0.000780341 0.19197 0.000542681 0.000626051 0.000488741 0.0285126 0.000311665 -0.424784 -0.0409551 -0.0979097 0.235528 0.132384 0.127453 internal_weight=0 733 706 657 623 496 457 127 133745 133708 166 133542 133516 133438 146 133332 49 122 102 78 100 50 internal_count=134478 733 706 657 623 496 457 127 133745 133708 166 133542 133516 133438 146 133332 49 122 102 78 100 50 cat_boundaries=0 6 11 15 cat_threshold=512 4096 16384 0 33554433 134217728 0 2 0 0 139264 1048576 262145 4 128 is_linear=0 shrinkage=0.01 Tree=845 num_leaves=11 num_cat=1 split_feature=2 4 17 9 25 11 12 7 26 17 split_gain=90041.9 111802 42123.9 43993.4 38498 33255.4 105894 42981.2 4915.92 2288.38 threshold=1048.2900000000002 1066.3056000000001 576.1975000000001 1023.8910000000002 0 225.07500000000002 74.402200000000008 1043.5418000000002 2022.5000000000002 751.80750000000012 decision_type=2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 8 7 -7 -6 -1 -4 right_child=-2 -3 9 -5 5 6 -8 -9 -10 -11 leaf_value=-0.11992147462121372 0.51472784996032717 -0.58194035176074865 -0.36042458772659303 0.42840274492899577 0.00021144320546234716 0.026484415115167699 0.52935398225577512 -0.44183077951758271 -0.24800205365304023 -0.22501266516171969 leaf_weight=58 34 33 24 24 133638 288 49 22 62 26 leaf_count=58 34 33 24 24 133638 288 49 22 62 26 internal_value=0 4.72938e-05 0.000190415 0.000298585 0.000221977 0.000388804 0.0996019 0.000138684 -0.171781 -0.29001 internal_weight=0 134224 134191 134141 134117 133997 337 133660 120 50 internal_count=134258 134224 134191 134141 134117 133997 337 133660 120 50 cat_boundaries=0 4 cat_threshold=0 0 0 16777216 is_linear=0 shrinkage=0.01 Tree=846 num_leaves=9 num_cat=1 split_feature=3 2 17 9 25 13 11 17 split_gain=185782 84184.4 41302.5 43106.1 37757.8 34808.6 39941.1 2242.84 threshold=1048.2900000000002 1048.2900000000002 576.1975000000001 1023.8910000000002 0 751.80750000000012 751.80750000000012 751.80750000000012 decision_type=2 2 2 2 9 2 2 2 left_child=1 2 3 4 -1 6 -6 -4 right_child=-2 -3 7 -5 5 -7 -8 -9 leaf_value=-0.17006351645176229 -0.70832711367993739 0.50538741920933583 -0.35682033936182656 0.42411869049072265 0.00043642033683995802 -0.31948185128324175 0.33829326139177596 -0.22276253626896786 leaf_weight=120 37 33 24 24 133925 34 35 26 leaf_count=120 37 33 24 24 133925 34 35 26 internal_value=0 0.000371166 0.000246971 0.000354084 0.00027825 0.00044346 0.000524693 -0.28711 internal_weight=0 134221 134188 134138 134114 133994 133960 50 internal_count=134258 134221 134188 134138 134114 133994 133960 50 cat_boundaries=0 4 cat_threshold=0 0 0 16777216 is_linear=0 shrinkage=0.01 Tree=847 num_leaves=17 num_cat=3 split_feature=17 9 25 0 24 7 0 13 7 25 5 0 26 26 17 26 split_gain=40460.5 42262.5 38698.8 36405.4 76834.5 87371.1 43702.1 30965.3 32888.7 158077 55834.7 16552.3 12003 5264.54 2198.21 1444.25 threshold=576.1975000000001 1023.8910000000002 0 479.65650000000011 1 8.0855000000000015 643.62800000000016 751.80750000000012 177.34800000000004 2 254.90500000000003 783.48000000000013 2022.5000000000002 2022.5000000000002 751.80750000000012 2022.5000000000002 decision_type=2 2 9 2 1 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 13 7 5 12 15 8 10 -10 -4 -8 -5 -1 -2 -6 right_child=14 -3 3 4 6 -7 11 -9 9 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.11702162282220249 -0.35325214544932043 0.41987751324971523 0.00066652640862156873 0.12423056268692018 -0.5090316491822402 -0.50670873403549199 0.044317170906066891 -0.31045546106994154 0.26576652065567347 -0.057749655874362926 -0.12009075350035951 -0.27926157829373383 0.37114653219495503 -0.24905653548619103 -0.22053490748772256 -0.62258818467458088 leaf_weight=58 24 24 132820 45 24 20 25 32 243 371 384 43 35 63 26 21 leaf_count=58 24 24 132820 45 24 20 25 32 243 371 384 43 35 63 26 21 internal_value=0 0.000279932 0.000204883 0.000372706 -0.130259 0.0767848 -0.294239 0.000580612 0.00065499 0.0736748 0.000318408 -0.160299 0.232256 -0.171586 -0.284239 -0.562025 internal_weight=0 134208 134184 134063 213 100 113 133850 133818 614 133204 68 80 121 50 45 internal_count=134258 134208 134184 134063 213 100 113 133850 133818 614 133204 68 80 121 50 45 cat_boundaries=0 4 5 11 cat_threshold=0 0 0 16777216 798 4227072 1179648 1024 0 1 134217728 is_linear=0 shrinkage=0.01 Tree=848 num_leaves=13 num_cat=1 split_feature=2 4 10 17 10 9 9 25 10 10 17 10 split_gain=86639.7 109461 40194.6 49130.7 43553.1 49629.3 37903.4 35889.6 19935.7 14163.8 5842.49 44.7449 threshold=1048.2900000000002 1066.3056000000001 638.18750000000011 576.1975000000001 390.8934450000001 1023.8910000000002 39.162500000000001 0 747.99000000000012 950.63250000000005 751.80750000000012 479.84000000000009 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 5 7 11 -1 -4 -10 -5 -6 right_child=-2 -3 8 10 6 -7 -8 -9 9 -11 -12 -13 leaf_value=-0.16647530566814336 0.50490801502676574 -0.57581777168042736 0.4784282439687978 -0.43975202993913132 -0.10258993323696287 0.47524168187921695 -0.60428140902519223 0.00040252746097447535 -0.045615866262465714 0.29100015048980715 -0.21832955690530631 -0.11877907720304304 leaf_weight=119 34 33 23 22 38 22 20 133840 25 25 26 31 leaf_count=119 34 33 23 22 38 22 20 133840 25 25 26 31 internal_value=0 4.45335e-05 0.000186148 5.84634e-05 0.000172985 0.000319883 -0.220969 0.000241887 0.234773 0.122692 -0.319815 -0.109863 internal_weight=0 134224 134191 134118 134070 133981 89 133959 73 50 48 69 internal_count=134258 134224 134191 134118 134070 133981 89 133959 73 50 48 69 cat_boundaries=0 4 cat_threshold=0 0 0 16777216 is_linear=0 shrinkage=0.01 Tree=849 num_leaves=11 num_cat=2 split_feature=3 2 4 17 7 6 25 25 26 17 split_gain=182150 80886.7 63086 38876.7 41188.3 88362 35672 33855.4 4718.86 2102.14 threshold=1048.2900000000002 1048.2900000000002 1066.3056000000001 576.1975000000001 657.87500000000011 27.260118000000002 0 1 2022.5000000000002 751.80750000000012 decision_type=2 2 2 2 2 2 9 9 2 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=-0.11418665589957401 -0.70137230306058318 0.49539002794207948 -0.44371374674141406 -0.34593105395634971 0.031005665607619703 0.80355416464805607 0.12471283102144388 0.00027636139045723515 -0.23967377393476427 -0.21614626517662636 leaf_weight=58 37 33 32 24 57 20 209 133700 62 26 leaf_count=58 37 33 32 24 57 20 209 133700 62 26 internal_value=0 0.00036393 0.000242192 0.000348088 0.000452032 0.231668 0.000319198 0.000479875 -0.165251 -0.278443 internal_weight=0 134221 134188 134156 134106 77 134029 133909 120 50 internal_count=134258 134221 134188 134156 134106 77 134029 133909 120 50 cat_boundaries=0 4 9 cat_threshold=0 0 0 16777216 0 262146 0 65536 139328 is_linear=0 shrinkage=0.01 Tree=850 num_leaves=15 num_cat=1 split_feature=18 7 10 9 2 25 0 9 2 2 17 5 26 7 split_gain=53527.3 53666 35817.4 232317 30344.5 32354.6 56128.4 55296.8 399154 42388.7 31019 15179.5 21776.5 13850.5 threshold=747.99000000000012 550.05000000000007 638.18750000000011 27.234500000000004 1048.2900000000002 0 542.34225000000004 362.49400000000003 34.591000000000001 165.74576250000004 515.65075000000013 9.3037500000000026 2022.5000000000002 783.98480000000006 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 6 9 10 -9 -1 -7 12 -3 -14 right_child=-2 11 3 -5 -6 7 -8 8 -10 -11 -12 -13 13 -15 leaf_value=-0.015759450020593011 0.51788820743560793 0.098044222247600551 -0.16317630555894638 1.1321413557529449 0.29087354713016089 0.0015912183854004795 0.47684193155039917 -0.0061582797227945543 1.5090602552890777 -0.23023271210731999 0.27669323083831043 -0.4185929753099169 -0.41067755149613172 -0.10894399847835302 leaf_weight=10104 20 25 45 20 36 123769 23 133 20 93 41 28 29 32 leaf_count=10104 20 25 45 20 36 123769 23 133 20 93 41 28 29 32 internal_value=0 0.000513983 0.0006981 0.235383 0.000584446 0.000506564 -0.0165863 0.00191695 0.19191 -0.0177155 0.00168232 -0.216363 -0.15052 -0.252391 internal_weight=0 134398 134284 65 134219 134183 10220 123963 153 10197 123810 114 86 61 internal_count=134418 134398 134284 65 134219 134183 10220 123963 153 10197 123810 114 86 61 cat_boundaries=0 6 cat_threshold=1111490880 1619017748 3221233680 813760521 1442844740 134250626 is_linear=0 shrinkage=0.01 Tree=851 num_leaves=13 num_cat=1 split_feature=18 22 19 9 2 26 2 26 24 0 0 11 split_gain=52462.1 30272.4 39481.9 30398.2 300393 83461.6 36915.6 27105.9 25604.6 131410 77411.6 14491.2 threshold=747.99000000000012 288.94250000000005 684.84926000000007 362.49400000000003 83.39400000000002 2022.5000000000002 783.48000000000013 2022.5000000000002 0 479.65650000000011 783.48000000000013 13.016250000000001 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 2 3 6 5 -5 8 -8 9 -1 -10 -7 right_child=-2 -3 -4 4 -6 11 7 -9 10 -11 -12 -13 leaf_value=-0.0085383944502244458 0.51270930528640746 0.38953242683410644 -0.4438236680496484 0.58644210795561469 1.286349924623966 -0.048113726221996805 -0.01220554516233247 0.38158726020292805 0.0019614692743202084 -0.57519904508823305 0.34716291737556459 -0.33613596555590636 leaf_weight=22231 20 20 20 21 20 138 29 44 111749 41 65 20 leaf_count=22231 20 20 20 21 20 138 29 44 111749 41 65 20 internal_value=0 0.000508843 0.000450944 0.000517076 0.124019 -0.00584988 0.000333884 0.225149 0.000211488 -0.00957725 0.00216195 -0.0845722 internal_weight=0 134398 134378 134358 199 179 134159 73 134086 22272 111814 158 internal_count=134418 134398 134378 134358 199 179 134159 73 134086 22272 111814 158 cat_boundaries=0 1 cat_threshold=2176 is_linear=0 shrinkage=0.01 Tree=852 num_leaves=13 num_cat=2 split_feature=3 18 7 1 3 22 25 24 2 7 7 7 split_gain=193781 51456.2 39234.9 51533.2 33022 29687.4 24457.8 176811 48843.8 23676.4 4130.18 1648 threshold=1048.2900000000002 747.99000000000012 550.05000000000007 39.524999999999999 782.62500000000011 288.94250000000005 0 1 1048.2900000000002 783.98480000000006 1043.5418000000002 657.87500000000011 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 left_child=1 2 4 9 5 6 7 -1 -8 11 -11 -4 right_child=-2 -3 3 -5 -6 -7 8 -9 -10 10 -12 -13 leaf_value=0.39245929808128538 0.76678529435938059 0.50758219099044799 -0.18628452711779139 -0.6472223882675171 0.30759292023522511 0.38563708543777464 -1.7449548548636583e-05 -0.041371263735662626 0.39071697920560838 -0.013133430158098537 0.17889939370609464 -0.30599423263383946 leaf_weight=117 33 20 23 20 35 20 133691 359 32 24 21 23 leaf_count=117 33 20 23 20 35 20 133691 359 32 24 21 23 internal_value=0 0.000391051 0.000315557 -0.187614 0.000470935 0.000390848 0.000333433 0.0711447 7.60478e-05 -0.0866014 0.0764819 -0.246139 internal_weight=0 134385 134365 111 134254 134219 134199 476 133723 91 45 46 internal_count=134418 134385 134365 111 134254 134219 134199 476 133723 91 45 46 cat_boundaries=0 5 6 cat_threshold=1048576 262146 4 134217728 139776 1092 is_linear=0 shrinkage=0.01 Tree=853 num_leaves=18 num_cat=1 split_feature=3 7 1 3 9 11 3 9 2 7 2 25 9 14 6 26 7 split_gain=189925 31233.1 53633.2 32351.9 34705 57427.2 65173.7 54617.2 299177 47043.7 39794.1 40860.6 28861.3 27902.8 20448.1 20176.5 19277.5 threshold=1048.2900000000002 550.05000000000007 39.524999999999999 782.62500000000011 189.01250000000002 82.443000000000012 232.66575000000003 145.10250000000005 8.0855000000000015 40.191750000000006 1048.2900000000002 0 396.4661000000001 120.129 35.217375000000011 2022.5000000000002 783.98480000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 3 14 4 7 6 13 10 9 -9 11 -1 -7 -6 15 -3 -17 right_child=-2 2 -4 -5 5 12 -8 8 -10 -11 -12 -13 -14 -15 -16 16 -18 leaf_value=0.075998396596708498 0.75911746364651311 0.2612035346808641 -0.62179213841756187 0.30451700660160613 -0.095938687505784326 -0.20795686342318853 0.46011809130509695 -0.047914849858859493 1.189578611278534 0.45850567022959388 -0.34155194647171916 0.00019898183393912602 -0.69837564182281497 0.24208442522929266 -0.34457691073417662 -0.3087108142220456 0.088730087417822609 leaf_weight=705 33 23 21 35 402 30 24 145 25 21 34 132805 20 26 20 23 26 leaf_count=705 33 23 21 35 402 30 24 145 25 21 34 132805 20 26 20 23 26 internal_value=0 0.000387402 -0.165795 0.000527257 0.000447997 -0.0825429 -0.0469697 0.000759519 0.16974 0.0161504 0.000517836 0.000604948 -0.404124 -0.0754046 -0.0617089 0.0168655 -0.0978238 internal_weight=0 134385 113 134272 134237 502 452 133735 191 166 133544 133510 50 428 92 72 49 internal_count=134418 134385 113 134272 134237 502 452 133735 191 166 133544 133510 50 428 92 72 49 cat_boundaries=0 5 cat_threshold=0 262146 4100 134217728 139776 is_linear=0 shrinkage=0.01 Tree=854 num_leaves=21 num_cat=7 split_feature=3 18 7 1 4 25 1 24 1 3 25 24 26 25 7 24 25 2 7 7 split_gain=186145 50543 37793.8 49487.9 38694.4 239335 169827 99599.6 37346.6 41198 31069 191574 238649 51572 22921.5 19517.6 36664.1 32142.5 4019.53 1607.61 threshold=1048.2900000000002 747.99000000000012 550.05000000000007 39.524999999999999 65.427500000000009 0 292.38750000000005 1 292.38750000000005 317.21700000000004 2 3 2022.5000000000002 4 783.98480000000006 5 6 783.48000000000013 1043.5418000000002 657.87500000000011 decision_type=2 2 2 2 2 9 2 1 2 2 9 1 2 9 2 1 9 2 2 2 left_child=1 2 4 14 10 6 7 -6 9 -7 11 12 -1 -13 19 16 -12 -17 -16 -4 right_child=-2 -3 3 -5 5 8 -8 -9 -10 -11 15 13 -14 -15 18 17 -18 -19 -20 -21 leaf_value=0.0026687283175332206 0.75152626803427025 0.50305393171310431 -0.18300671834012736 -0.63453225088119514 0.30235843696921577 -0.040441661140652681 1.1059012970924378 0.050700479168597969 -0.46824993777275081 0.40648667143923894 -0.068615244699916533 0.11235678923302804 0.93006591346047152 -0.13590156995587879 -0.013093591307600339 0.00058830569455750018 -0.0071875562629079041 0.24926289063233598 0.17634934620843049 -0.30124034135237987 leaf_weight=56 33 20 23 20 295 1156 20 355 20 21 1069 128 55 206 24 120969 9852 52 21 23 leaf_count=56 33 20 23 20 295 1156 20 355 20 21 1069 128 55 206 24 120969 9852 52 21 23 internal_value=0 0.000383584 0.000308763 -0.184137 0.000461261 0.0456688 0.195357 0.170346 -0.0394195 -0.0324676 -0.000176283 0.0823155 0.423992 -0.0402602 -0.0851494 -0.000460706 -0.0132577 0.000695098 0.0753131 -0.242124 internal_weight=0 134385 134365 111 134254 1867 670 650 1197 1177 132387 445 111 334 91 131942 10921 121021 45 46 internal_count=134418 134385 134365 111 134254 1867 670 650 1197 1177 132387 445 111 334 91 131942 10921 121021 45 46 cat_boundaries=0 5 6 11 12 17 18 24 cat_threshold=34304 1050656 541070400 2147483648 16777216 1795 0 262146 4 134217728 139776 1092 0 262144 4 0 512 128 33570816 604111104 16384 293601408 33558531 134234112 is_linear=0 shrinkage=0.01 Tree=855 num_leaves=14 num_cat=2 split_feature=3 2 18 25 2 19 3 2 5 26 25 1 2 split_gain=108463 50223.7 33948.9 24732.7 36782.9 35441.5 37364.7 98574.2 35216 34502.8 57392.2 56403.7 912.808 threshold=1048.2900000000002 1048.2900000000002 747.99000000000012 0 394.3250000000001 453.45000000000005 72.992500000000021 271.95250000000004 364.99000000000007 2022.5000000000002 1 254.90500000000003 543.20000000000016 decision_type=2 2 2 9 2 2 2 2 2 2 9 2 2 left_child=1 2 3 4 9 6 8 -8 -5 11 -11 -1 -6 right_child=-2 -3 -4 5 12 -7 7 -9 -10 10 -12 -13 -14 leaf_value=0.035772400711846196 0.57356348731301043 -0.34556003184545608 0.41226756191253666 -0.0015555896675359293 -0.29645746341118445 -0.32366363374625934 0.034590327802042548 0.50979974043369292 0.13959787796067316 0.061212668297462226 -0.024443321453512079 0.38798720225043914 -0.20997319864190142 leaf_weight=3921 33 42 20 124549 26 34 1456 45 177 1054 2944 46 23 leaf_count=3921 33 42 20 124549 26 34 1456 45 177 1054 2944 46 23 internal_value=0 0.000189761 0.000297892 0.00023653 0.0172605 -0.000845312 -0.000758426 0.0488371 -0.00135528 0.0189624 -0.00176971 0.0398566 -0.255863 internal_weight=0 134337 134295 134275 8014 126261 126227 1501 124726 7965 3998 3967 49 internal_count=134370 134337 134295 134275 8014 126261 126227 1501 124726 7965 3998 3967 49 cat_boundaries=0 6 12 cat_threshold=2148794496 67371011 152068 2572746752 139100672 286880 2147483648 2 4096 2303787008 33280 8192 is_linear=0 shrinkage=0.01 Tree=856 num_leaves=9 num_cat=1 split_feature=3 2 18 9 13 9 11 25 split_gain=106305 49224.3 33273.3 28629.8 30182.2 25273.4 68398.9 31870.6 threshold=1048.2900000000002 1048.2900000000002 747.99000000000012 1023.8910000000002 751.80750000000012 162.20850000000004 86.04995000000001 0 decision_type=2 2 2 2 2 2 2 9 left_child=1 2 3 4 5 7 -7 -1 right_child=-2 -3 -4 -5 -6 6 -8 -9 leaf_value=0.018388234754321744 0.56782784983967294 -0.34210443383171446 0.40814488697051998 0.33203713757487441 -0.29344931030273436 -0.029855626061251771 -0.39428224968282799 -0.00080074689263002932 leaf_weight=9293 33 42 20 26 35 534 57 124330 leaf_count=9293 33 42 20 26 35 534 57 124330 internal_value=0 0.00018789 0.00029494 0.000234192 0.000169932 0.000246501 -0.0650034 0.000535094 internal_weight=0 134337 134295 134275 134249 134214 591 133623 internal_count=134370 134337 134295 134275 134249 134214 591 133623 cat_boundaries=0 6 cat_threshold=2148794496 67371011 152069 425263104 138543617 286880 is_linear=0 shrinkage=0.01 Tree=857 num_leaves=9 num_cat=1 split_feature=3 2 18 9 13 9 11 25 split_gain=104189 48244.7 32611.1 28060 29581.5 24770.5 67037.7 31277.5 threshold=1048.2900000000002 1048.2900000000002 747.99000000000012 1023.8910000000002 751.80750000000012 162.20850000000004 86.04995000000001 0 decision_type=2 2 2 2 2 2 2 9 left_child=1 2 3 4 5 7 -7 -1 right_child=-2 -3 -4 -5 -6 6 -8 -9 leaf_value=0.018195591594288244 0.56214953520984356 -0.33868337585812525 0.40406341361999509 0.32871676999278587 -0.29051481601170132 -0.029557068347494896 -0.3903394310620793 -0.00079512449854724876 leaf_weight=9313 33 42 20 26 35 534 57 124310 leaf_count=9313 33 42 20 26 35 534 57 124310 internal_value=0 0.000186025 0.000292004 0.000231863 0.000168245 0.000244049 -0.0643533 0.000529756 internal_weight=0 134337 134295 134275 134249 134214 591 133623 internal_count=134370 134337 134295 134275 134249 134214 591 133623 cat_boundaries=0 6 cat_threshold=2148794496 67371011 152069 425263104 139067905 286880 is_linear=0 shrinkage=0.01 Tree=858 num_leaves=8 num_cat=1 split_feature=3 2 18 9 13 22 25 split_gain=102116 47284.7 31962.2 27501.6 28992.9 24441.7 25343.2 threshold=1048.2900000000002 1048.2900000000002 747.99000000000012 1023.8910000000002 751.80750000000012 288.94250000000005 0 decision_type=2 2 2 2 2 2 9 left_child=1 2 3 4 5 6 -1 right_child=-2 -3 -4 -5 -6 -7 -8 leaf_value=0.032975306483238848 0.55652810007333753 -0.33529655343010312 0.40002278804779051 0.32542960262069337 -0.2876096684592111 0.34979881906509397 -0.00038644369542257292 leaf_weight=2307 33 42 20 26 35 20 131887 leaf_count=2307 33 42 20 26 35 20 131887 internal_value=0 0.000184177 0.000289097 0.000229557 0.000166576 0.000241622 0.000189524 internal_weight=0 134337 134295 134275 134249 134214 134194 internal_count=134370 134337 134295 134275 134249 134214 134194 cat_boundaries=0 6 cat_threshold=2148794368 262147 4100 423690240 131584 286880 is_linear=0 shrinkage=0.01 Tree=859 num_leaves=18 num_cat=1 split_feature=3 2 5 3 10 3 3 25 2 5 2 0 1 8 9 5 5 split_gain=100084 46343.7 27827.6 66334.7 31921.8 67525.3 27754.7 133617 122695 54180.8 38464.4 71257.6 42098.3 27095.2 11857.7 1584.95 181.229 threshold=1048.2900000000002 1048.2900000000002 650.90000000000009 9.3117500000000017 360.62500000000006 91.078750000000014 134.02375000000004 0 211.13750000000002 232.66575000000003 394.3250000000001 133.40270000000001 1066.3056000000001 99.006000000000014 51.140000000000008 1066.3056000000001 783.48000000000013 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 4 15 6 13 10 8 -8 -9 12 -12 -1 14 -6 16 -4 right_child=-2 -3 3 -5 5 -7 7 9 -10 -11 11 -13 -14 -15 -16 -17 -18 leaf_value=5.6400564854091589e-05 0.55096277348922962 -0.33194358258020307 0.077504506327889175 0.65299171707846893 -0.070875653046628712 -0.66603912144899369 0.1661627226615254 -0.046961965186700941 0.92265727903531936 0.41001678209613873 -0.07395447047884593 -0.692008783249628 0.35197998860303098 0.28150942417979241 -0.31960519158321882 -0.045971573929895052 0.038839411029109247 leaf_weight=132771 33 42 22 22 115 21 316 664 23 27 167 21 34 20 23 22 27 leaf_count=132771 33 42 22 22 115 21 316 664 23 27 167 21 34 20 23 22 27 internal_value=0 0.00018236 0.00028623 0.173207 0.000166399 -0.133286 0.000344637 0.0520546 0.211257 -0.0286909 -5.58443e-05 -0.142992 0.000146498 -0.0624774 -0.112331 0.0245407 0.0561992 internal_weight=0 134337 134295 93 134202 179 134023 1030 339 691 132993 188 132805 158 138 71 49 internal_count=134370 134337 134295 93 134202 179 134023 1030 339 691 132993 188 132805 158 138 71 49 cat_boundaries=0 5 cat_threshold=33587200 135200 1088 0 16777216 is_linear=0 shrinkage=0.01 Tree=860 num_leaves=18 num_cat=3 split_feature=25 0 0 24 3 0 0 26 2 1 24 7 26 26 0 0 0 split_gain=96047.3 49961.8 66479.6 125991 91112 67256.1 77680.9 61262.5 37412.1 29170 75978.4 39553.3 19406.8 2680.65 1945.94 655.305 84.8215 threshold=0 1083.9006000000002 393.82500000000005 1 1048.2900000000002 783.48000000000013 542.34225000000004 2022.5000000000002 1048.2900000000002 362.49400000000003 2 657.87500000000011 2022.5000000000002 2022.5000000000002 542.34225000000004 479.65650000000011 643.62800000000016 decision_type=9 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=12 2 4 5 8 6 13 15 9 11 -11 -2 -1 -4 -9 -5 -17 right_child=1 -3 3 7 -6 -7 -8 14 -10 10 -12 -13 -14 -15 -16 16 -18 leaf_value=-0.17300385227203369 -0.00099795058157813141 0.37141745037502716 0.14320938472747805 -0.23146410965919495 0.5092826766967774 0.60770286560058595 -0.38060119178560042 -0.66452007774263622 0.32132711225085786 0.11603069903595108 -0.21395887710229314 0.22871350230375925 -0.44405473921980176 0.28451128349735816 -0.55335232673152801 -0.14919467389583588 -0.17504599126180015 leaf_weight=50 133458 36 25 20 35 21 36 32 36 102 188 75 56 29 31 22 30 leaf_count=50 133458 36 25 20 35 21 36 32 36 102 188 75 56 29 31 22 30 internal_value=0 -0.00106811 -0.00116816 -0.165408 -0.000866407 0.0900097 -0.0207842 -0.355735 -0.000999795 -0.00108651 -0.10127 -0.000868931 -0.288942 0.219094 -0.609818 -0.182819 -0.164109 internal_weight=0 134176 134140 246 133894 111 90 135 133859 133823 290 133533 106 54 63 72 52 internal_count=134282 134176 134140 246 133894 111 90 135 133859 133823 290 133533 106 54 63 72 52 cat_boundaries=0 5 6 7 cat_threshold=0 2 0 0 8192 2852 1068 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=40163.7 44906.3 84195.3 139857 52309.2 130956 46640.5 82639.6 62702.1 40710 31686 26873.1 24398.3 5758.27 977.497 12.0452 threshold=1066.3056000000001 1083.9006000000002 544.35000000000002 5.6142500000000011 546.86500000000012 79.77300000000001 479.65650000000011 22.090000000000007 2022.5000000000002 1048.2900000000002 293.31000000000006 2022.5000000000002 783.98480000000006 783.48000000000013 1043.5418000000002 783.48000000000013 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=-0.00090796734988076778 -0.36715764050930738 0.33805772683559321 0.15246794001332351 -1.0025267713978177 -0.15409718061104799 0.85268633384704584 0.11442293962410519 -0.77704659366607676 -0.33451175804649086 0.35012877753286653 -0.10053539595397888 -0.25251503556966781 0.21977316311427525 -0.061076530477275022 0.12951901731036958 -0.26156344875212639 leaf_weight=133470 30 39 28 21 39 25 70 20 56 33 320 28 28 23 21 31 leaf_count=133470 30 39 28 21 39 25 70 20 56 33 320 28 28 23 21 31 internal_value=0 -0.0012221 -0.00132069 -0.254715 -0.00107312 0.21399 -0.00125453 -0.17989 -0.0851036 -0.00105963 -0.00114626 -0.11195 0.0325427 0.0561636 0.181093 -0.257269 internal_weight=0 134252 134213 131 134082 113 133969 146 126 133823 133790 110 88 51 49 59 internal_count=134282 134252 134213 131 134082 113 133969 146 126 133823 133790 110 88 51 49 59 is_linear=0 shrinkage=0.01 Tree=862 num_leaves=16 num_cat=1 split_feature=25 0 4 3 0 0 2 26 5 17 1 3 26 26 4 split_gain=94216.4 48122 78113.3 74622 61685.5 37833.5 69139.7 54853.9 34325.5 125045 49988.8 24200.4 19039.3 16355.3 232.972 threshold=0 1083.9006000000002 544.35000000000002 1048.2900000000002 3.4085000000000005 479.65650000000011 22.090000000000007 2022.5000000000002 293.31000000000006 13.011000000000001 1066.3056000000001 70.511215000000021 2022.5000000000002 2022.5000000000002 783.48000000000013 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 3 5 11 8 7 -7 10 -10 -2 13 -1 -4 -15 right_child=1 -3 4 -5 -6 6 -8 -9 9 -11 -12 -13 -14 14 -16 leaf_value=-0.17132289838790893 -0.0006773796880239105 0.3645185947418213 0.077995080899547889 0.46751890743480012 -0.75700970673561108 0.11908128476805158 -0.63898684692382812 -0.29615475182993373 -0.14740416514087307 0.66720128917694099 0.40757113917668664 -0.46791267132759096 -0.43979523743901938 -0.17540615337866325 -0.21734543232963635 leaf_weight=50 133446 36 37 34 20 72 25 57 326 20 30 20 56 27 26 leaf_count=50 133446 36 37 34 20 72 25 57 326 20 30 20 56 27 26 internal_value=0 -0.00104436 -0.00114255 -0.000904874 -0.246151 -0.00102375 -0.157673 -0.0643951 -0.00084348 -0.100317 -0.000585622 -0.153267 -0.286161 -0.0833459 -0.19598 internal_weight=0 134176 134140 134010 130 133976 154 129 133822 346 133476 110 106 90 53 internal_count=134282 134176 134140 134010 130 133976 154 129 133822 346 133476 110 106 90 53 cat_boundaries=0 5 cat_threshold=0 2 0 0 8192 is_linear=0 shrinkage=0.01 Tree=863 num_leaves=16 num_cat=2 split_feature=25 0 4 8 3 0 1 26 11 11 26 25 26 4 4 split_gain=92341.5 47164.4 76558.9 138619 73137 37080.6 57341.4 37427 32815.9 37387.6 26721.2 23337.7 18660.4 4311.44 6.82466 threshold=0 1083.9006000000002 544.35000000000002 5.6142500000000011 1048.2900000000002 479.65650000000011 6.2950000000000008 2022.5000000000002 481.77300000000008 543.53000000000009 2022.5000000000002 1 2022.5000000000002 783.48000000000013 783.48000000000013 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=12 2 4 10 5 8 7 -7 11 -10 13 -2 -1 -4 -12 right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 14 -13 -14 -15 -16 leaf_value=-0.16960965356826782 -0.01448908853525388 0.36087341732449008 0.15203278976891724 -0.98763912243502472 0.46284369973575368 0.076943371167054048 -0.5842423215508461 -0.26930245902803207 0.52361125389734897 0.072264033846366107 -0.24103642089613553 0.00031927631536052715 -0.43539730046476638 -0.035038000101392922 -0.24783952299753825 leaf_weight=50 11649 36 28 21 34 74 26 54 24 78 29 122071 56 22 30 leaf_count=50 11649 36 28 21 34 74 26 54 24 78 29 122071 56 22 30 internal_value=0 -0.00103392 -0.00113113 -0.243689 -0.000895826 -0.00101351 -0.156096 -0.0691291 -0.000835045 0.178463 -0.100359 -0.000971812 -0.283299 0.0697216 -0.244496 internal_weight=0 134176 134140 130 134010 133976 154 128 133822 102 109 133720 106 50 59 internal_count=134282 134176 134140 130 134010 133976 154 128 133822 102 109 133720 106 50 59 cat_boundaries=0 5 11 cat_threshold=0 2 0 0 8192 1241645058 1091092480 2214641664 403702792 1377828882 75694214 is_linear=0 shrinkage=0.01 Tree=864 num_leaves=15 num_cat=1 split_feature=25 0 4 8 3 0 2 26 18 2 26 26 4 4 split_gain=90503.9 46225.8 75035.3 135861 71681.6 36342.7 67431.4 52793.3 32307.2 29737.7 26189.4 18289.1 4225.65 6.68886 threshold=0 1083.9006000000002 544.35000000000002 5.6142500000000011 1048.2900000000002 479.65650000000011 22.090000000000007 2022.5000000000002 650.90000000000009 543.20000000000016 2022.5000000000002 2022.5000000000002 783.48000000000013 783.48000000000013 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 4 10 5 8 7 -7 9 -2 12 -1 -4 -12 right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 13 -13 -14 -15 leaf_value=-0.16791356763839724 -0.0010472342000808624 0.35726469410790335 0.15051248643015114 -0.97776274431319465 0.45821524227366733 0.11758019851313697 -0.62986564674377443 -0.28978190013060445 0.3516420929248516 0.1452956899293035 -0.23862605574829826 -0.43104331621101927 -0.034687610620802105 -0.24536112920443218 leaf_weight=50 133657 36 28 21 34 72 25 57 26 139 29 56 22 30 leaf_count=50 133657 36 28 21 34 72 25 57 26 139 29 56 22 30 internal_value=0 -0.00102359 -0.00111982 -0.241252 -0.000886878 -0.00100339 -0.154535 -0.062417 -0.000826706 -0.000895199 -0.0993557 -0.280466 0.0690244 -0.242051 internal_weight=0 134176 134140 130 134010 133976 154 129 133822 133796 109 106 50 59 internal_count=134282 134176 134140 130 134010 133976 154 129 133822 133796 109 106 50 59 cat_boundaries=0 5 cat_threshold=0 2 0 0 8192 is_linear=0 shrinkage=0.01 Tree=865 num_leaves=18 num_cat=4 split_feature=25 24 2 6 3 0 24 26 7 5 1 1 25 26 6 26 26 split_gain=87765.7 119719 34199.3 40450.3 62511.2 41797.1 248046 187786 27873.9 95526.2 27879.6 19643.6 17317.8 31879.5 12069.5 1411.53 591.848 threshold=0 1 1048.2900000000002 783.98480000000006 1048.2900000000002 431.47500000000008 2 2022.5000000000002 657.87500000000011 3.2160235000000004 1066.3056000000001 6.2950000000000008 3 2022.5000000000002 1043.5418000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 left_child=1 16 3 4 5 8 7 -7 10 -10 -2 -8 15 -14 -5 -3 -1 right_child=2 12 -4 14 -6 6 11 -9 9 -11 -12 -13 13 -15 -16 -17 -18 leaf_value=0.16984364333905672 -0.0001608568798487937 -0.1751192886961831 0.30432809520412135 0.41906339883804322 -0.46407688436837036 0.12998287496566774 -0.14265811014175417 0.91197243136282158 0.42780216149839706 -0.3876345249414444 0.29504207864403725 -0.44029704839487871 -0.19106500223085479 -0.46823557114601139 0.11676635627746583 -0.11292663864187291 0.12342140305717036 leaf_weight=57 133411 72 37 28 29 75 85 52 51 20 32 30 77 90 25 74 53 leaf_count=57 133411 72 37 28 29 75 85 52 51 20 32 30 77 90 25 74 53 internal_value=0 -0.142254 0.000346101 0.00026209 0.000152668 0.000253319 0.131556 0.417309 1.53279e-05 0.198102 -9.00664e-05 -0.202679 -0.240924 -0.321205 0.27647 -0.134392 0.135187 internal_weight=0 423 133875 133838 133785 133756 242 127 133514 71 133443 115 313 167 53 146 110 internal_count=134298 423 133875 133838 133785 133756 242 127 133514 71 133443 115 313 167 53 146 110 cat_boundaries=0 5 6 7 12 cat_threshold=1048576 2 0 150994944 8256 140 3906 1048576 0 0 134217728 64 is_linear=0 shrinkage=0.01 Tree=866 num_leaves=16 num_cat=3 split_feature=25 24 2 6 0 8 5 1 1 25 26 6 8 26 26 split_gain=86019.1 117337 33518.8 39645.3 35463.7 34603.8 26759 148335 41156.3 16973.2 31245.1 11829.3 5576.94 1383.44 580.07 threshold=0 1 1048.2900000000002 783.98480000000006 1083.9006000000002 804.02882000000011 26.057500000000005 480.00160000000005 1066.3056000000001 2 2022.5000000000002 1043.5418000000002 1048.2900000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 14 3 4 5 6 8 -8 -2 13 -11 -5 -7 -3 -1 right_child=2 9 -4 11 -6 12 7 -9 -10 10 -12 -13 -14 -15 -16 leaf_value=0.16814520091341253 -0.00064920070688102394 -0.17336809628539615 0.30128486710625729 0.414872761794499 0.30970124193139975 -0.36700875387191773 0.022215084737107701 0.81114875078201298 0.3580218876898289 -0.18915435283215015 -0.46355321423212686 0.11559868831634522 -0.15782579243183137 -0.1117973666899913 0.12218717710027155 leaf_weight=57 130235 72 37 28 37 25 3406 24 32 77 90 25 26 74 53 leaf_count=57 130235 72 37 28 37 25 3406 24 32 77 90 25 26 74 53 internal_value=0 -0.140831 0.00034264 0.000259469 0.000151141 6.55076e-05 0.000164852 0.0277353 -0.000561093 -0.238514 -0.317993 0.273706 -0.260366 -0.133048 0.133835 internal_weight=0 423 133875 133838 133785 133748 133697 3430 130267 313 167 53 51 146 110 internal_count=134298 423 133875 133838 133785 133748 133697 3430 130267 313 167 53 51 146 110 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=867 num_leaves=14 num_cat=0 split_feature=3 4 9 2 13 9 2 3 12 5 17 2 26 split_gain=38443.2 61221.9 32985.3 98602 106881 75728.4 53465 49232.2 33542.1 35804.3 170602 46932.4 23345.8 threshold=1048.2900000000002 783.48000000000013 255.16525000000004 138.82250000000002 111.62225000000002 1023.8910000000002 15.582750000000003 782.62500000000011 648.37500000000011 47.834250000000004 63.882500000000014 1048.2900000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 5 6 -4 8 9 11 -11 -1 -3 right_child=-2 12 3 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 leaf_value=-0.00049226411784128866 -0.32240288972854614 0.05909865977863471 -0.084451511182827232 -0.60137543581213271 0.66570535320043567 -0.65415007794445212 0.45360973215103151 -0.3804005724717589 -0.25134447629721662 0.025766864439102026 0.57537482974858123 0.37108827114105225 0.4518006420135498 leaf_weight=131527 37 24 241 35 20 22 20 34 53 2152 58 34 41 leaf_count=131527 37 24 241 35 20 22 20 34 53 2152 58 34 41 internal_value=0 -2.25354e-05 -0.000171151 -0.0988342 -0.0407849 -0.0907135 -0.0432208 7.79792e-05 0.000174645 0.000274297 0.040191 -0.000396235 0.306803 internal_weight=0 134261 134196 338 303 283 261 133858 133824 133771 2210 131561 65 internal_count=134298 134261 134196 338 303 283 261 133858 133824 133771 2210 131561 65 is_linear=0 shrinkage=0.01 Tree=868 num_leaves=14 num_cat=0 split_feature=3 4 9 2 13 9 2 3 12 5 1 2 26 split_gain=37678.2 60003.6 32328.9 96639.8 104754 74221.4 52401.1 48252.5 32874.6 35091.8 204603 45998.4 22881.2 threshold=1048.2900000000002 783.48000000000013 255.16525000000004 138.82250000000002 111.62225000000002 1023.8910000000002 15.582750000000003 782.62500000000011 648.37500000000011 47.834250000000004 480.00160000000005 1048.2900000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 5 6 -4 8 9 11 -11 -1 -3 right_child=-2 12 3 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 leaf_value=-0.0004873414688096013 -0.31917888293395175 0.058507672821482018 -0.083606997774256953 -0.5953616939612798 0.65904827201366434 -0.64760855615519997 0.44907364159822466 -0.376596563668812 -0.24883103022035563 0.030140828286098414 0.9993490184437146 0.36737737627590406 0.44728262869323177 leaf_weight=131527 37 24 241 35 20 22 20 34 53 2188 22 34 41 leaf_count=131527 37 24 241 35 20 22 20 34 53 2188 22 34 41 internal_value=0 -2.23101e-05 -0.00016944 -0.0978458 -0.040377 -0.0898064 -0.0427886 7.71994e-05 0.000172899 0.000271554 0.0397891 -0.000392272 0.303735 internal_weight=0 134261 134196 338 303 283 261 133858 133824 133771 2210 131561 65 internal_count=134298 134261 134196 338 303 283 261 133858 133824 133771 2210 131561 65 is_linear=0 shrinkage=0.01 Tree=869 num_leaves=14 num_cat=0 split_feature=3 4 9 2 13 9 2 3 12 5 1 2 26 split_gain=36928.4 58809.5 31685.6 94716.6 102669 72744.4 51358.3 47292.3 32220.4 34393.5 200531 45083.1 22425.8 threshold=1048.2900000000002 783.48000000000013 255.16525000000004 138.82250000000002 111.62225000000002 1023.8910000000002 15.582750000000003 782.62500000000011 648.37500000000011 47.834250000000004 480.00160000000005 1048.2900000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 5 6 -4 8 9 11 -11 -1 -3 right_child=-2 12 3 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 leaf_value=-0.00048246802783537138 -0.31598705575272845 0.057922596509257955 -0.082770925060347417 -0.5894080738340105 0.65245777429640295 -0.64113248906352294 0.44458290135860445 -0.37283060077358698 -0.24634272728396475 0.02983942037858614 0.98935552770441237 0.36370367218466365 0.44280980714937535 leaf_weight=131527 37 24 241 35 20 22 20 34 53 2188 22 34 41 leaf_count=131527 37 24 241 35 20 22 20 34 53 2188 22 34 41 internal_value=0 -2.20869e-05 -0.000167745 -0.0968674 -0.0399732 -0.0889083 -0.0423607 7.64274e-05 0.00017117 0.000268839 0.0393912 -0.000388349 0.300698 internal_weight=0 134261 134196 338 303 283 261 133858 133824 133771 2210 131561 65 internal_count=134298 134261 134196 338 303 283 261 133858 133824 133771 2210 131561 65 is_linear=0 shrinkage=0.01 Tree=870 num_leaves=16 num_cat=0 split_feature=1 26 4 11 12 18 3 9 5 4 20 9 11 20 4 split_gain=53601.4 60963.1 45530.9 37319.2 199634 77763 64228.2 62214.4 53860.4 53172.2 31919 20683.3 6123.57 4303.61 1618.42 threshold=789.60480000000007 2022.5000000000002 783.48000000000013 225.07500000000002 74.402200000000008 571.7600000000001 1048.2900000000002 215.97850000000003 79.77300000000001 7.0087575000000006 324.92500000000007 245.22000000000006 333.22462000000002 576.88750000000016 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 7 6 10 8 9 -5 11 -1 -6 -12 -4 right_child=1 -3 14 4 12 -7 -8 -9 -10 -11 13 -13 -14 -15 -16 leaf_value=-8.7286031386908308e-05 0.055773293551276713 -0.50801383954557511 0.22620166377226511 -0.036496271655747765 0.87664217495918284 -0.48579963698531642 -0.45543272164560139 -0.52546795535087587 0.48527804154616133 0.50126029157638552 0.1785153934955597 -0.078297166006535204 0.6348730590126731 0.3859668533802032 0.3309657703083137 leaf_weight=133341 34 44 30 228 20 33 31 20 26 20 20 339 22 20 29 leaf_count=133341 34 44 30 228 20 33 31 20 26 20 20 339 22 20 29 internal_value=0 -0.26226 -3.98398e-05 -0.000162017 0.105095 -0.000426372 -0.000306617 0.0129657 0.0522675 0.00687119 -0.000201106 -0.000285619 0.750001 0.282241 0.277696 internal_weight=0 78 134179 134120 336 133784 133751 294 274 248 133720 133680 42 40 59 internal_count=134257 78 134179 134120 336 133784 133751 294 274 248 133720 133680 42 40 59 is_linear=0 shrinkage=0.01 Tree=871 num_leaves=20 num_cat=4 split_feature=25 0 11 12 3 18 2 2 11 25 3 0 3 2 25 11 1 25 26 split_gain=75445.2 50101 41126.2 172975 73253.5 65204.3 47725.7 43992.5 47686.2 41611.7 40374.4 34247.7 23687.9 18384.4 19214.7 5734.36 4492.36 3114.14 172.451 threshold=0 1083.9006000000002 225.07500000000002 74.402200000000008 1048.2900000000002 571.7600000000001 1048.2900000000002 58.460500000000003 751.80750000000012 1 293.27220000000005 255.07275000000001 29.979750000000006 22.848730000000007 2 333.22462000000002 156.10000000000005 3 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 9 2 left_child=10 2 4 7 5 6 9 8 12 -2 11 13 -4 14 16 -5 17 -1 -16 right_child=1 -3 3 15 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 18 -17 -18 -19 -20 leaf_value=0.016508636556352888 0.095385751524691503 0.37338659660683737 0.045292885233028768 0.8150544502621605 -0.50252984145592006 -0.45845449155376805 0.37483483931597539 -0.38797860463460287 0.42754364705854847 -0.00020075012852376555 -0.53198192380723497 -0.41844280354181929 -0.28092868881225586 -0.32024447506871717 -0.13440667551496754 0.58649714283321219 -0.16755906422932942 -0.037465344415816469 -0.15192042486234145 leaf_weight=165 447 36 203 21 29 31 34 24 31 132583 21 30 25 29 115 23 21 279 110 leaf_count=165 447 36 203 21 29 31 34 24 31 132583 21 30 25 29 115 23 21 279 110 internal_value=0 0.00038273 0.000282136 0.112291 7.00217e-06 0.0001165 0.000223333 0.0216028 0.0595563 0.000127589 -0.0982528 -0.087404 0.00952298 -0.0735915 -0.063225 0.695581 -0.0241204 -0.0178794 -0.136885 internal_weight=0 133487 133451 327 133124 133095 133064 283 259 133030 770 749 228 719 690 44 465 444 225 internal_count=134257 133487 133451 327 133124 133095 133064 283 259 133030 770 749 228 719 690 44 465 444 225 cat_boundaries=0 6 11 17 22 cat_threshold=2147483648 262146 0 134283264 34087424 8192 0 1 4 16777344 131072 0 0 0 134217728 33562624 8192 0 0 0 0 33554432 is_linear=0 shrinkage=0.01 Tree=872 num_leaves=22 num_cat=9 split_feature=25 4 24 1 25 2 2 24 25 25 18 9 4 25 0 24 0 1 2 24 4 split_gain=75293.7 50007 39848.4 36690.9 36354.2 65768.8 59815.4 63550 107275 104902 44771.1 41960.3 13894.9 13223.3 9616.68 9553.46 9119.93 16066.8 3044.43 1489.34 245.971 threshold=0 650.90000000000009 1 789.60480000000007 2 1048.2900000000002 17.121000000000006 3 4 5 571.7600000000001 1023.8910000000002 1066.3056000000001 6 18.767000000000007 7 60.461000000000006 1066.3056000000001 242.64500000000001 8 783.48000000000013 decision_type=9 2 1 2 9 2 2 1 9 9 2 2 2 9 2 1 2 2 2 1 2 left_child=2 3 -1 4 6 10 7 8 -2 -9 11 -6 20 -4 15 -15 17 -5 -8 -17 -3 right_child=1 12 13 16 5 -7 18 9 -10 -11 -12 -13 -14 14 -16 19 -18 -19 -20 -21 -22 leaf_value=0.064291457106581837 -0.016459724017049905 0.13816354642311732 -0.24547076461933276 -0.31073182702064517 -0.00033038007683679351 0.47593510167352088 -0.16033314892739958 0.23542663492475238 0.25353521656990052 -0.076735045574765348 -0.40750790560687028 0.43643100277944047 0.43177124577072951 -0.17936634691138018 -0.3276646847724915 -0.022829759142040152 -0.40809428739547726 0.047644143538041556 -0.29244580610378368 -0.08136456580229208 0.17772702610492708 leaf_weight=103 255 33 125 29 132171 29 33 130 350 456 27 22 26 104 20 103 20 22 37 132 30 leaf_count=103 255 33 125 29 132171 29 33 130 350 456 27 22 26 104 20 103 20 22 37 132 30 internal_value=0 0.000312142 -0.112242 0.000154287 0.000275146 -0.000236398 0.0535016 0.070623 0.141318 -0.00469598 -0.000340855 -0.000257693 0.237273 -0.15035 -0.111476 -0.10201 -0.227112 -0.156138 -0.230164 -0.0576879 0.157003 internal_weight=0 133670 587 133581 133510 132249 1261 1191 605 586 132220 132193 89 484 359 339 71 51 70 235 63 internal_count=134257 133670 587 133581 133510 132249 1261 1191 605 586 132220 132193 89 484 359 339 71 51 70 235 63 cat_boundaries=0 6 7 12 13 18 21 26 27 28 cat_threshold=2147483648 262146 0 134283264 134750720 8192 2176 0 1 4100 285212800 131074 1896 0 0 4096 0 2 0 0 4096 0 262146 0 0 8192 1060 584 is_linear=0 shrinkage=0.01 Tree=873 num_leaves=22 num_cat=7 split_feature=25 0 11 12 3 18 9 9 24 11 2 25 3 24 25 11 26 26 24 25 26 split_gain=72778.5 49016.2 40203.7 169512 71898 62953.5 62545.3 62138.7 57486.8 95889.8 45958.7 40207.6 39638.1 37039.9 42059.1 32824.9 22622.1 19817.2 19342.2 8934.75 228.803 threshold=0 1083.9006000000002 225.07500000000002 74.402200000000008 1048.2900000000002 571.7600000000001 166.79600000000002 14.308330500000002 1 481.77300000000008 1048.2900000000002 2 293.27220000000005 3 4 292.38750000000005 2022.5000000000002 2022.5000000000002 5 6 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 1 2 2 9 2 1 9 2 2 2 1 9 2 left_child=12 2 4 6 5 10 8 -5 9 -4 11 -2 13 14 17 -10 18 -1 -15 -18 -16 right_child=1 -3 3 7 -6 -7 -8 -9 15 -11 -12 -13 -14 16 20 -17 19 -19 -20 -21 -22 leaf_value=0.016960580190022789 0.09376159781700151 0.36932011789745761 0.051370034664869307 0.34538894772529605 -0.49786087036132814 -0.45047364188778788 -0.5038574094999404 1.1001104626655578 0.15963295748067458 0.68531885245267077 0.36782948634203744 -0.00019848196622575189 -0.52624546357563573 0.022949756551671911 -0.13769287937565855 -0.1683895219791503 -0.093854140419143819 0.26717380221210307 -0.15010711323773421 -0.25240031516110456 -0.10993599983953661 leaf_weight=60 447 36 80 24 29 31 21 20 43 34 34 132583 21 125 57 105 101 67 125 152 62 leaf_count=60 447 36 80 24 29 31 21 20 43 34 34 132583 21 125 57 105 101 67 125 152 62 internal_value=0 0.000376301 0.000276803 0.111022 4.77213e-06 0.000113252 0.0212465 0.688444 0.063335 0.221052 0.000218225 0.000124271 -0.0965004 -0.0857399 0.0166162 -0.06846 -0.133475 0.13809 -0.068665 -0.202793 -0.113678 internal_weight=0 133487 133451 327 133124 133095 283 44 262 114 133064 133030 770 749 246 148 503 127 250 253 119 internal_count=134257 133487 133451 327 133124 133095 283 44 262 114 133064 133030 770 749 246 148 503 127 250 253 119 cat_boundaries=0 6 7 12 13 18 19 24 cat_threshold=2147483648 262146 0 134283264 34087424 8192 2259 0 1 4 16777344 131072 1217 0 0 0 134217728 33562624 2062 2147483648 0 0 65536 33554432 is_linear=0 shrinkage=0.01 Tree=874 num_leaves=26 num_cat=8 split_feature=25 4 11 12 17 24 3 0 3 2 5 25 24 11 24 13 3 4 2 25 0 24 11 24 4 split_gain=72467.5 48940.5 41236 174228 68079.7 57648.9 45641.1 277282 245215 50272.4 43524.4 42001.8 201554 41167.1 38982.9 37378.6 23061.9 142413 14385.8 13059.1 9417.27 9411.04 3743.09 1472.1 89.3618 threshold=0 650.90000000000009 225.07500000000002 74.402200000000008 6.5247000000000002 1 441.87500000000006 201.25000000000003 1048.2900000000002 1048.2900000000002 12.987 2 3 481.77300000000008 4 751.80750000000012 80.954000000000022 1066.3056000000001 5.5447500000000014 5 18.767000000000007 6 333.22462000000002 7 783.48000000000013 decision_type=9 2 2 2 2 1 2 2 2 2 2 9 1 2 1 2 2 2 2 9 2 1 2 1 2 left_child=14 2 6 4 5 13 9 8 10 11 -8 12 -2 -4 -1 -13 17 24 -7 -16 21 -21 -5 -23 -3 right_child=1 16 3 22 -6 18 7 -9 -10 -11 -12 15 -14 -15 19 -17 -18 -19 -20 20 -22 23 -24 -25 -26 leaf_value=0.06439230066485109 0.31326576763688169 -0.16321979794502259 0.018152045388764974 0.80108536402384445 0.58460854744911195 -0.11991338622666174 -0.043454748283261839 0.95411518537998208 -1.1640993443241825 0.40274853429486679 -0.52892920504916796 -0.00040015272148530957 -0.10678226806810782 0.41522493649751713 -0.24209658979486537 0.39428008819619814 0.52439214252290267 0.8542376509904861 -0.40892928409576412 -0.17657240867614746 -0.32320823717117309 -0.021691528843567433 0.61443512678146361 -0.07948890133642815 -0.13590721526871558 leaf_weight=103 211 25 79 21 20 124 115 20 27 31 22 132575 231 39 125 24 21 20 20 104 20 103 22 132 23 leaf_count=103 211 25 79 21 20 124 115 20 27 31 22 132575 231 39 125 24 21 20 20 104 20 103 22 132 23 internal_value=0 0.000306073 0.000149911 0.112654 0.0222415 -0.0206873 -0.000124476 -0.157512 -0.293076 9.31442e-05 -0.121414 -6.78865e-07 0.0962328 0.137717 -0.110115 -0.000328692 0.234726 0.14527 -0.149661 -0.147804 -0.109301 -0.0999051 0.70559 -0.0560758 -0.150133 internal_weight=0 133670 133581 325 282 262 133256 184 164 133072 137 133041 442 118 587 132599 89 68 144 484 359 339 43 235 48 internal_count=134257 133670 133581 325 282 262 133256 184 164 133072 137 133041 442 118 587 132599 89 68 144 484 359 339 43 235 48 cat_boundaries=0 6 7 12 13 14 19 20 21 cat_threshold=2147483648 262146 0 134283264 134750720 8192 179 0 1 4 16777344 131072 1834 2176 0 262146 0 0 8192 1060 584 is_linear=0 shrinkage=0.01 Tree=875 num_leaves=18 num_cat=1 split_feature=1 2 5 7 1 3 24 4 4 10 3 2 5 26 1 1 5 split_gain=54391.8 36077.1 45023.6 116791 55276.8 94037.4 71329.6 55040.1 44807.4 37563.7 39306.9 32321.7 27987.3 24500.8 22678.8 9808.1 3558.47 threshold=789.60480000000007 1048.2900000000002 544.35000000000002 5.6142500000000011 362.49400000000003 127.48600000000002 0 79.720000000000013 1066.3056000000001 440.18000000000006 52.107000000000006 437.49875000000003 783.48000000000013 2022.5000000000002 650.90000000000009 395.70800000000008 650.90000000000009 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 7 8 6 15 12 9 11 -11 -1 16 -2 -8 -6 -4 right_child=13 -3 3 -5 5 -7 14 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.0011794675317941181 -0.059086013521466939 0.30101712322235108 -0.32638233802535316 0.89049548545363366 -0.087734729518061091 -0.71735325354796187 0.032614964114295111 0.50261069547046311 -0.39924004219472409 -0.09274458277116128 -0.56522438282235743 -0.13366280431158087 0.12766495582534046 -0.41017696543880128 0.38447048353112268 -0.31966028852896261 -0.14439349458331155 leaf_weight=133622 35 40 22 20 23 26 90 22 28 109 21 178 41 46 23 88 21 leaf_count=133622 35 40 22 20 23 26 90 22 28 109 21 178 41 46 23 88 21 internal_value=0 0.000740931 0.000651519 0.189595 0.000474131 -0.148084 -0.0820082 0.0573493 0.000751379 0.000835003 -0.169068 0.00100008 -0.0592668 -0.258471 0.0957575 -0.249157 -0.237504 internal_weight=0 134374 134334 126 134208 250 224 106 133958 133930 130 133800 84 81 113 111 43 internal_count=134455 134374 134334 126 134208 250 224 106 133958 133930 130 133800 84 81 113 111 43 cat_boundaries=0 1 cat_threshold=3717 is_linear=0 shrinkage=0.01 Tree=876 num_leaves=21 num_cat=1 split_feature=1 25 3 3 5 1 0 10 9 26 2 5 2 26 13 3 5 9 0 10 split_gain=53309.4 36796 423266 190265 80265.1 269686 78811.7 73644.8 59079.1 51341.1 37817.4 31083.7 24290.6 24140.4 22713.4 82673.4 66318.3 40852.2 21009.1 741.667 threshold=789.60480000000007 0 782.62500000000011 1048.2900000000002 364.99000000000007 8.0855000000000015 783.48000000000013 440.18000000000006 172.67400000000001 2022.5000000000002 1048.2900000000002 544.35000000000002 8.0855000000000015 2022.5000000000002 245.94250000000002 44.385000000000012 7.9980000000000011 783.98480000000006 309.85375000000005 638.18750000000011 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 10 6 9 7 8 -1 -6 14 -11 13 -2 17 16 -16 18 -3 -9 right_child=12 3 -4 -5 5 -7 -8 19 -10 11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 leaf_value=0.02119247232233468 0.045493065834045415 -0.00046072319127088228 1.2063361943562827 -0.97592952537536626 0.3880354875988431 1.3370373005867005 -0.47450373909690163 -0.41098598962480376 -0.16342619436608871 -0.36627021263385645 0.41407524542375046 0.13220237656073136 -0.55831739902496336 -0.35242690309401481 -0.043029942991089642 0.71815800905227667 0.57341083180904395 -0.41326058477163313 -0.090618412606274304 -0.33339716979435513 leaf_weight=8368 30 125116 30 20 27 20 33 22 177 29 22 22 20 31 137 20 20 24 259 28 leaf_count=8368 30 125116 30 20 27 20 33 22 177 29 22 22 20 31 137 20 20 24 259 28 internal_value=0 0.000733521 0.020542 -0.00064878 0.0164888 0.301064 0.0132565 0.0151292 0.0173683 0.0354304 -0.00049353 -0.151243 -0.255886 -0.156729 -0.000566159 0.112634 0.0354975 -0.000725941 -0.000646971 -0.367536 internal_weight=0 134374 8756 125618 8726 98 8628 8595 8545 78 125598 51 81 61 125576 177 157 125399 125375 50 internal_count=134455 134374 8756 125618 8726 98 8628 8595 8545 78 125598 51 81 61 125576 177 157 125399 125375 50 cat_boundaries=0 6 cat_threshold=2148827136 67371267 0 420544640 34218561 544 is_linear=0 shrinkage=0.01 Tree=877 num_leaves=21 num_cat=2 split_feature=1 25 3 3 9 9 6 7 5 11 3 12 2 2 26 3 9 25 9 1 split_gain=52248.5 36122.2 343831 186510 75221.1 299736 139370 89640.2 61239.1 45133.7 37632.2 57632.3 37050.1 23807.2 23660 18900.2 85042.7 58731.6 49140.9 29688.5 threshold=789.60480000000007 0 782.62500000000011 1048.2900000000002 21.909000000000002 13.016250000000001 259.31250000000006 5.2502000000000004 364.99000000000007 148.01500000000001 155.95150000000004 180.11025000000004 1048.2900000000002 8.0855000000000015 2022.5000000000002 72.992500000000021 333.22462000000002 1 783.98480000000006 480.00160000000005 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 4 12 5 7 10 8 -1 -9 11 -6 15 14 -2 18 17 -17 19 -3 right_child=13 3 -4 -5 6 -7 -8 9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 leaf_value=0.028364509947031449 0.045038135846455891 -0.00091530597420788661 1.1084871344730771 -0.96617024016380315 -0.14710479481941244 1.2183932799384709 0.65228697445081618 -0.12919014893504172 0.3321957082890753 0.35594245243072509 -0.47106176304094716 0.40350382184982303 0.40993452072143555 -0.55273422372341163 -0.34890262949851247 0.13087912694797649 0.68342052555084221 -0.013787877139026725 -0.47346474949609152 0.21451936334371569 leaf_weight=6717 30 125061 29 20 384 21 23 466 67 20 33 20 22 20 31 379 20 1006 22 64 leaf_count=6717 30 125061 29 20 384 21 23 466 67 20 33 20 22 20 31 379 20 1006 22 64 internal_value=0 0.000726186 0.0216264 -0.000559927 0.0175878 0.0254127 -0.106436 0.0219667 0.0313652 -0.109226 -0.146369 -0.119847 -0.000407395 -0.253327 -0.155161 -0.000478729 0.0359942 0.0266451 -0.000888204 -0.000805114 internal_weight=0 134374 7780 126594 7751 7291 460 7270 6784 486 437 404 126574 81 61 126552 1405 1385 125147 125125 internal_count=134455 134374 7780 126594 7751 7291 460 7270 6784 486 437 404 126574 81 61 126552 1405 1385 125147 125125 cat_boundaries=0 6 12 cat_threshold=2148827136 67371011 0 419496064 34218561 544 570426368 135456 536871232 0 16777216 16384 is_linear=0 shrinkage=0.01 Tree=878 num_leaves=21 num_cat=1 split_feature=1 25 3 3 9 9 7 16 5 3 1 2 1 2 26 13 3 5 9 10 split_gain=51208.8 35403.1 336989 182799 73724.2 293771 87856.4 62702.1 60020.5 51748.9 110853 36312.8 26107.4 23333.4 23189.2 21604.7 81396 65306.5 37145.5 15492.7 threshold=789.60480000000007 0 782.62500000000011 1048.2900000000002 21.909000000000002 13.016250000000001 5.2502000000000004 100.66250000000001 364.99000000000007 166.42500000000004 114.05000000000001 1048.2900000000002 37.260750000000009 8.0855000000000015 2022.5000000000002 245.94250000000002 44.385000000000012 7.9980000000000011 783.98480000000006 747.99000000000012 decision_type=2 9 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 6 8 9 -1 10 -6 15 -8 14 -2 18 17 -17 19 -3 right_child=13 3 -4 -5 7 -7 12 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 leaf_value=0.028080865015267877 0.044587757587432865 -0.00050644440465654026 1.0974022950797246 -0.95650852805376052 -0.140957734329374 1.2062093612125941 -0.081951365166639797 0.44224080884456635 0.32887373561289773 -0.4881747584729581 0.5341430282592774 0.40583518201654606 -0.31330699105696247 -0.54720688003301621 -0.34541360547465666 -0.043859754256580182 0.71066118741035467 0.56757814717292787 -0.38605407140254977 -0.26589952707290648 leaf_weight=6717 30 126327 29 20 377 21 431 20 67 37 26 22 55 20 31 138 20 20 25 22 leaf_count=6717 30 126327 29 20 377 21 431 20 67 37 26 22 55 20 31 138 20 20 25 22 internal_value=0 0.000719012 0.0214101 -0.000554235 0.017412 0.0251586 0.021747 -0.105372 0.0310515 -0.130263 -0.0974028 -0.000403228 -0.108134 -0.250794 -0.15361 -0.00047385 0.109619 0.0335374 -0.000628917 -0.000552655 internal_weight=0 134374 7780 126594 7751 7291 7270 460 6784 440 403 126574 486 81 61 126552 178 158 126374 126349 internal_count=134455 134374 7780 126594 7751 7291 7270 460 6784 440 403 126574 486 81 61 126552 178 158 126374 126349 cat_boundaries=0 6 cat_threshold=2148827136 67371011 0 419496064 34218561 544 is_linear=0 shrinkage=0.01 Tree=879 num_leaves=14 num_cat=0 split_feature=1 6 2 4 2 9 3 3 9 6 2 26 1 split_gain=50189.8 35430.4 44298 43845.6 38475.6 54775.1 908692 210762 38534.4 33181.2 22869.1 22727.7 14270.4 threshold=789.60480000000007 783.98480000000006 1048.2900000000002 1066.3056000000001 437.49875000000003 362.49400000000003 232.66575000000003 1048.2900000000002 34.853400000000001 1043.5418000000002 8.0855000000000015 2022.5000000000002 79.732000000000014 decision_type=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 -2 -6 right_child=10 9 -4 -5 8 6 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.00073738833340209245 0.044141878604888919 0.47097182058518933 0.34198136530424422 -0.39517097326793837 -0.049016483072723667 -0.064169558060996112 2.1872107067108155 -0.82390500308044501 -0.55632697248458862 0.011921152696013451 -0.54173480170965194 -0.34195947001057286 -0.28308522880077364 leaf_weight=133829 30 31 38 28 140 173 20 31 20 32 20 31 32 leaf_count=133829 30 31 38 28 140 173 20 31 20 32 20 31 32 internal_value=0 0.000711822 0.000600611 0.000503999 0.000586526 0.000789134 0.169134 0.000546413 -0.140873 0.237803 -0.248286 -0.152074 -0.0925642 internal_weight=0 134374 134311 134273 134245 134053 193 133860 192 63 81 61 172 internal_count=134455 134374 134311 134273 134245 134053 193 133860 192 63 81 61 172 is_linear=0 shrinkage=0.01 Tree=880 num_leaves=14 num_cat=0 split_feature=6 6 2 18 9 3 3 4 5 13 9 2 18 split_gain=60364.3 67244.3 64669 50380.8 46789.9 625884 251735 91010.2 40338.3 80033.3 32792.9 30635 316.609 threshold=783.98480000000006 1043.5418000000002 1048.2900000000002 432.42825000000005 362.49400000000003 232.66575000000003 1048.2900000000002 25.421000000000003 254.90500000000003 105.04150000000001 783.98480000000006 394.3250000000001 650.90000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 6 7 8 10 11 -10 -6 -1 -5 right_child=1 -3 -4 12 5 -7 -8 -9 9 -11 -12 -13 -14 leaf_value=0.000394120852725746 0.70051771934215834 0.0056945202350616453 0.44253046035766602 -0.27873279552305902 -0.039853389866024484 1.7867038054693314 -0.86066730661427271 0.58621525877997993 -0.06217337783485178 -0.62572690645853679 -0.38442113692206997 -0.12284873047972671 -0.32656329116821292 leaf_weight=133368 26 30 33 31 131 21 34 21 378 27 35 202 25 leaf_count=133368 26 30 33 31 131 21 34 21 378 27 35 202 25 internal_value=0 0.328291 -9.64716e-05 -0.000205255 -8.01346e-05 0.149787 -0.000312749 -0.0340375 -9.44094e-05 -0.0997436 -0.112503 0.000207739 -0.300086 internal_weight=0 56 134306 134273 134217 208 134009 187 133975 405 166 133570 56 internal_count=134362 56 134306 134273 134217 208 134009 187 133975 405 166 133570 56 is_linear=0 shrinkage=0.01 Tree=881 num_leaves=16 num_cat=0 split_feature=6 6 2 9 3 3 4 5 13 9 9 7 15 7 9 split_gain=59163.1 65906.1 63382.1 45020.3 614492 246655 83244.1 33647.8 80782.8 49486.2 32140.4 31473.2 27078.5 13591.6 3977.5 threshold=783.98480000000006 1043.5418000000002 1048.2900000000002 362.49400000000003 232.66575000000003 1048.2900000000002 25.421000000000003 254.90500000000003 105.04150000000001 55.850500000000011 783.98480000000006 657.87500000000011 550.80000000000007 783.98480000000006 442.89500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 6 7 10 11 9 -9 14 12 -1 -13 -5 right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 -12 13 -14 -15 -16 leaf_value=4.7013707548182938e-05 0.6935125699410073 0.0056375675598780315 0.43810519594134706 -0.11435794389766196 1.7688367085229784 -0.85206061833045055 0.54324343811381948 -0.083633348433656635 -0.61946962330076427 0.37663311624526979 -0.38057692341293609 0.38862518752062764 -0.21069291108944377 0.10104873798432804 0.0010809364424032323 leaf_weight=133492 26 30 33 46 21 34 22 356 27 25 35 27 61 42 85 leaf_count=133492 26 30 33 46 21 34 22 356 27 25 35 27 61 42 85 internal_value=0 0.325008 -9.55069e-05 -0.000203203 0.14645 -0.000431829 -0.0347735 -0.000215793 -0.0908905 -0.0534321 -0.111378 6.10724e-05 -4.92412e-05 0.213579 -0.0394549 internal_weight=0 56 134306 134273 209 134064 188 134030 408 381 166 133622 133553 69 131 internal_count=134362 56 134306 134273 209 134064 188 134030 408 381 166 133622 133553 69 131 is_linear=0 shrinkage=0.01 Tree=882 num_leaves=31 num_cat=2 split_feature=9 3 3 2 24 3 1 9 5 15 9 12 5 24 1 5 7 18 0 3 7 10 0 1 26 5 0 5 5 18 split_gain=40404.4 498523 191784 184987 52463.6 105305 131252 160163 73898.8 68742.3 65128.5 54819.2 49347.5 94603.1 92410 91580.7 46966 40812.2 40710.3 27742.1 26732.7 23318.9 26396.2 26087.6 11943.1 10941.9 11851.4 10018.2 3533.45 270.702 threshold=65.156190000000024 482.64500000000004 1048.2900000000002 394.3250000000001 0 150.51452500000002 50.522500000000001 172.67400000000001 28.887157000000002 73.217700000000022 70.917000000000016 55.038000000000004 254.90500000000003 1 21.731200000000005 481.77300000000008 657.87500000000011 432.42825000000005 104.05000000000001 121.80050000000001 783.98480000000006 233.07000000000002 1083.9006000000002 31.717750000000006 2022.5000000000002 293.31000000000006 1.6655000000000004 273.10998000000006 364.99000000000007 650.90000000000009 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 12 4 5 6 10 -8 -7 18 -2 -11 16 15 25 24 17 21 19 -6 -18 22 -1 -23 -14 27 -27 -15 -26 -19 right_child=1 -3 -4 -5 9 8 7 -9 -10 11 -12 -13 13 14 -16 -17 20 29 -20 -21 -22 23 -24 -25 28 26 -28 -29 -30 -31 leaf_value=8.1827922462436895e-05 0.3750991129246023 1.5823840192386083 -0.7514788937568665 0.93989203691482548 -0.05244665272589849 0.99850624179840086 1.2020147103355046 0.063348678827285759 0.13886217975616455 -0.012012428442143242 -0.018033516228333858 0.71136431467533112 0.081705570379892997 -0.16198552787303924 -0.70802240521567217 0.48323985481804066 0.52441709499359124 -0.26598831402844397 -0.47361586451530457 -0.41542124704881145 0.10952845060062118 -0.062319443273323553 0.24788537934769031 -0.42042832331223923 -0.095811531313004045 -0.16079510286450385 -0.4201492354869843 0.13007572228493897 -0.25743126511573794 -0.31313184556506929 leaf_weight=132075 45 21 34 22 491 20 21 30 20 22 663 20 30 24 35 44 25 29 26 22 41 270 43 22 31 148 20 23 24 21 leaf_count=132075 45 21 34 22 491 20 21 30 20 22 663 20 30 24 35 44 25 29 26 22 41 270 43 22 31 148 20 23 24 21 internal_value=0 0.0530425 -0.00052776 0.0301351 0.0156317 0.0677545 0.0422477 0.532211 0.568684 -0.0562463 0.00695373 0.332453 -0.000335651 -0.11428 -0.222605 0.104786 -9.79064e-06 -0.000142674 -0.0875781 -0.0680128 0.266683 -3.48099e-05 0.00016248 -0.0893002 -0.0787922 -0.153938 -0.191671 -0.0190619 -0.166337 -0.285789 internal_weight=0 1423 132939 1402 1380 799 759 51 40 581 708 42 132905 379 250 129 132526 132460 539 513 66 132410 132118 292 85 215 168 47 55 50 internal_count=134362 1423 132939 1402 1380 799 759 51 40 581 708 42 132905 379 250 129 132526 132460 539 513 66 132410 132118 292 85 215 168 47 55 50 cat_boundaries=0 1 2 cat_threshold=3147 833 is_linear=0 shrinkage=0.01 Tree=883 num_leaves=17 num_cat=1 split_feature=6 6 2 18 5 3 24 26 2 0 2 0 3 1 2 18 split_gain=57917.2 64592.5 61925.3 48752.6 44992.8 205807 106122 193684 42341 52338.7 47335.8 389059 130981 22543.3 11617.4 332.948 threshold=783.98480000000006 1043.5418000000002 1048.2900000000002 432.42825000000005 364.99000000000007 232.66575000000003 0 2022.5000000000002 437.49875000000003 108.06300000000002 154.91865000000004 309.85375000000005 1048.2900000000002 1.1788000000000001 783.48000000000013 650.90000000000009 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 8 6 13 -8 10 14 12 -12 -1 -6 -10 -5 right_child=1 -3 -4 15 5 -7 7 -9 9 -11 11 -13 -14 -15 -16 -17 leaf_value=8.62004978336939e-05 0.68638107850001406 0.0053957667350769045 0.43304047902425136 -0.2732990642132298 -0.18674358680983572 -1.03531641529954 1.0152834772027057 -0.027440508845486222 -0.12902312346935271 -0.56628319887014533 0.040005921915028456 1.3900286600264635 -0.67204338262821073 -0.55250983572006229 0.072700145695660565 -0.32234818897247314 leaf_weight=133007 26 30 33 31 107 23 23 79 125 26 719 22 29 20 37 25 leaf_count=133007 26 30 33 31 107 23 23 79 125 26 719 22 29 20 37 25 internal_value=0 0.321568 -9.48685e-05 -0.000201319 -7.82372e-05 -0.133573 -0.0430045 0.18914 0.000172878 -0.149794 0.00038363 0.0800876 -6.03144e-05 -0.226509 -0.0829505 -0.295196 internal_weight=0 56 134306 134273 134217 252 229 102 133965 188 133777 741 133036 127 162 56 internal_count=134362 56 134306 134273 134217 252 229 102 133965 188 133777 741 133036 127 162 56 cat_boundaries=0 1 cat_threshold=3220 is_linear=0 shrinkage=0.01 Tree=884 num_leaves=14 num_cat=0 split_feature=6 6 2 18 9 3 3 4 1 9 9 26 18 split_gain=56764.6 63307.1 60693 47782.4 44319.3 595279 234287 87414.8 38811.4 31522.1 30817.8 9057.98 326.322 threshold=783.98480000000006 1043.5418000000002 1048.2900000000002 432.42825000000005 362.49400000000003 232.66575000000003 1048.2900000000002 25.421000000000003 789.60480000000007 783.98480000000006 245.22000000000006 2022.5000000000002 650.90000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 6 7 8 9 10 -6 -1 -10 -5 right_child=1 -3 -4 12 5 -7 -8 -9 11 -11 -12 -13 -14 leaf_value=0.00019991654114124058 0.67951725262861984 0.0053418072462081915 0.42871013641357425 -0.27056607273317151 -0.03916636265871179 1.7421730492796217 -0.83030637095956239 0.57438330559503459 -0.097995912581682207 -0.37699150761536188 -0.13954269451525395 -0.31911242063749923 -0.31912471046447755 leaf_weight=133741 26 30 33 31 131 21 34 21 32 35 158 44 25 leaf_count=133741 26 30 33 31 131 21 34 21 32 35 158 44 25 internal_value=0 0.318352 -9.39197e-05 -0.000199306 -7.74548e-05 0.14578 -0.000303845 -0.0334944 -9.32079e-05 -0.110395 3.50211e-05 -0.226011 -0.292244 internal_weight=0 56 134306 134273 134217 208 134009 187 133975 166 133899 76 56 internal_count=134362 56 134306 134273 134217 208 134009 187 133975 166 133899 76 56 is_linear=0 shrinkage=0.01 Tree=885 num_leaves=24 num_cat=5 split_feature=2 25 24 3 1 3 2 7 2 24 10 26 25 24 13 6 7 6 26 2 26 10 26 split_gain=150396 99092 72278.9 143067 97895 69850 57613.6 48062.4 78256.8 41481.7 34690.2 27956.8 24839.6 100965 30558.5 24588.5 29103.2 23660.9 6892.3 6781.89 17447.8 2543.03 1360.77 threshold=437.49875000000003 0 1 172.09050000000002 156.10000000000005 1048.2900000000002 783.48000000000013 441.87500000000006 25.584650000000003 2 307.82250000000005 2022.5000000000002 3 4 638.18750000000011 27.260118000000002 783.98480000000006 46.327155000000005 2022.5000000000002 543.20000000000016 2022.5000000000002 440.18000000000006 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 4 6 19 7 18 10 15 11 12 -1 13 -3 -14 16 -9 21 -4 -2 -21 -12 -11 right_child=2 5 3 -5 -6 -7 -8 8 -10 22 17 -13 14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 leaf_value=-0.20646169816033313 -0.061282642373332273 0.16451791225025833 -0.049764693730916729 -1.2128318868875503 0.59055120277404782 0.44708246721540179 -0.66038759295145666 -0.097075605922275127 0.74303604829879033 -0.31040811205667163 -0.04182501294463873 0.10009841398398082 -0.00022822246489018894 -0.018904185681369718 0.26955215028354101 0.35787374284532336 0.24498971365294175 -0.39133858664282434 -0.241644443091419 -0.061790121650695806 -0.42228416705953664 -0.11564478171723229 -0.37538284796656984 leaf_weight=59 27 444 39 20 20 35 30 72 21 63 80 60 132253 885 42 27 38 29 36 25 29 112 66 leaf_count=59 27 444 39 20 20 35 30 72 21 63 80 60 132253 885 42 27 38 29 36 25 29 112 66 internal_value=0 2.97203e-05 -0.258154 -0.405247 -0.0327442 0.000406551 -0.290016 0.000289915 0.174598 -0.195761 8.41491e-05 -0.0478708 0.00029119 0.0431455 -0.000142564 0.0874654 0.0210924 -0.1251 -0.141867 -0.190687 -0.255389 -0.0848865 -0.318928 internal_weight=0 134286 226 125 101 134038 105 134003 158 248 133845 119 133624 1329 132295 137 110 221 75 81 54 192 129 internal_count=134512 134286 226 125 101 134038 105 134003 158 248 133845 119 133624 1329 132295 137 110 221 75 81 54 192 129 cat_boundaries=0 4 5 6 12 13 cat_threshold=0 262144 4 16777216 2345 3162 2147483648 67108867 0 139034624 139840 32 1068 is_linear=0 shrinkage=0.01 Tree=886 num_leaves=19 num_cat=2 split_feature=2 25 0 4 2 3 7 0 0 10 9 25 4 7 3 0 1 2 split_gain=147404 97120.2 96851.1 185569 146512 68460 47105.9 133093 48895.8 38709.6 28387.6 27197.1 23524 21365 15278.5 8766.06 7282.88 1523.05 threshold=437.49875000000003 0 133.40270000000001 56.752500000000005 1048.2900000000002 1048.2900000000002 441.87500000000006 24.245000000000005 783.48000000000013 440.18000000000006 47.963000000000008 1 54.310000000000009 783.98480000000006 6.2950000000000008 1083.9006000000002 54.310000000000009 648.37500000000011 decision_type=2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 -1 3 4 14 6 8 10 9 11 13 -3 -11 -8 16 -10 17 -2 right_child=2 5 -4 -5 -6 -7 7 -9 15 12 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.19380329995885376 -0.021164319691834629 0.045072085719119324 -0.75620608127478395 0.67304083456163821 -0.89367177188396452 0.4426116943359375 -0.10911511829266182 0.82680891880622287 0.15889241293856973 -0.11196655994820817 0.39107610607147214 -0.00034127318995734679 -0.47101016824895686 0.19126686134759119 -0.37198348184426627 0.38167564811128557 -0.25783041780645194 -0.10379888383965744 leaf_weight=248 54 1322 33 23 32 35 78 26 38 107 20 132323 22 34 24 33 22 38 leaf_count=248 54 1322 33 23 32 35 78 26 38 107 20 132323 22 34 24 33 22 38 internal_value=0 2.95316e-05 -0.255573 -0.169972 -0.284027 0.000402594 0.000287124 0.172852 8.34165e-05 -5.5828e-05 0.0440425 0.000111297 -0.173199 -0.0179277 -0.14266 0.26244 -0.0943816 -0.055296 internal_weight=0 134286 226 193 170 134038 134003 158 133845 133774 132 133645 129 112 138 71 114 92 internal_count=134512 134286 226 193 170 134038 134003 158 133845 133774 132 133645 129 112 138 71 114 92 cat_boundaries=0 4 10 cat_threshold=0 262144 4 16777216 2147483648 67108867 0 139034624 139840 32 is_linear=0 shrinkage=0.01 Tree=887 num_leaves=19 num_cat=2 split_feature=2 25 0 4 2 9 24 0 10 7 0 0 11 0 1 2 2 2 split_gain=144470 95261.9 94923.7 181876 143596 43905.2 40796.2 37536.9 28342.1 41598.8 228832 40125.5 41180.7 33428.8 8674.01 2159.01 589.244 509.459 threshold=437.49875000000003 0 133.40270000000001 56.752500000000005 1048.2900000000002 1023.8910000000002 1 1083.9006000000002 292.38750000000005 441.87500000000006 24.245000000000005 166.14750000000004 154.34850000000003 290.96350000000007 34.620900000000013 648.37500000000011 480.00160000000005 783.48000000000013 decision_type=2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 4 14 7 -1 8 9 13 -11 12 -10 -3 15 16 -2 -17 right_child=2 5 -4 -5 -6 -7 -8 -9 11 10 -12 -13 -14 -15 -16 17 -18 -19 leaf_value=-0.045604309467382212 -0.018956918205533708 -2.5005127746833188e-05 -0.74864402886592984 0.66631046512852554 -0.88473504304885864 0.4470933195677671 -0.31394002250630221 0.33255220932119028 -0.11031582384873806 0.004950056865345687 1.1089969700033016 -0.5358973658084869 0.36466516095399854 0.090409815160603063 -0.29165916760762534 -0.18898321333385648 -0.083580904589142899 -0.12085807385651962 leaf_weight=119 21 133173 33 23 32 22 129 34 209 128 22 20 20 410 30 21 43 23 leaf_count=119 21 133173 33 23 32 22 129 34 209 128 22 20 20 410 30 21 43 23 internal_value=0 2.91253e-05 -0.253017 -0.168273 -0.281187 0.000398601 -0.19194 0.000325302 0.000240994 0.000439454 0.166877 -0.106348 -0.0688328 0.000252562 -0.141234 -0.0994487 -0.0623762 -0.153372 internal_weight=0 134286 226 193 170 134038 248 134016 133982 133733 150 249 229 133583 138 108 64 44 internal_count=134512 134286 226 193 170 134038 248 134016 133982 133733 150 249 229 133583 138 108 64 44 cat_boundaries=0 4 5 cat_threshold=0 262144 4 16777216 3162 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 3 4 4 2 26 7 10 2 split_gain=141595 93502.9 82784.1 162683 149136 67059.9 45332.1 75499.5 32936.6 43446.4 26257.1 24754.2 18260.2 13373.7 8492.49 7511.49 5015.03 3521.6 800.198 threshold=437.49875000000003 0 121.2 56.752500000000005 1048.2900000000002 1048.2900000000002 441.87500000000006 25.584650000000003 307.82250000000005 1066.3056000000001 1 52.107000000000006 40.251250000000006 35.946570000000001 783.48000000000013 2022.5000000000002 783.98480000000006 543.20000000000016 648.37500000000011 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 11 6 8 13 9 10 -3 14 17 16 18 -1 -8 -10 -2 right_child=2 5 -4 -5 -6 -7 7 -9 12 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.25375781516559787 -0.12211996429452772 0.044343130080506894 -0.81908244485440462 0.64732575870695575 -0.89048875808715822 0.4380586030142648 -0.0040561228448694406 0.72789903073083795 -0.045847312062978748 0.39415153396981106 -0.00024550870071357275 -0.47485799789428712 -0.31826125930517146 0.3229510723054409 0.060945980283949111 -0.14367392715953645 0.13396781308948993 -0.13677561967688448 -0.18638953704100389 leaf_weight=122 76 1324 23 21 33 35 77 21 114 28 132272 20 39 20 27 126 40 68 26 leaf_count=122 76 1324 23 21 33 35 77 21 114 28 132272 20 39 20 27 126 40 68 26 internal_value=0 2.85662e-05 -0.250487 -0.186065 -0.282225 0.000394615 0.000280332 0.169565 8.04966e-05 0.000282237 0.000199687 -0.147509 -0.121898 0.0839811 -0.0967574 -0.19016 0.0431315 -0.0798205 -0.138502 internal_weight=0 134286 226 203 182 134038 134003 158 133845 133624 133596 149 221 137 129 248 117 182 102 internal_count=134512 134286 226 203 182 134038 134003 158 133845 133624 133596 149 221 137 129 248 117 182 102 cat_boundaries=0 4 10 cat_threshold=0 262144 4 16777216 2147483648 67108867 0 139034624 139840 32 is_linear=0 shrinkage=0.01 Tree=889 num_leaves=17 num_cat=1 split_feature=25 21 3 7 0 3 1 0 4 5 6 7 1 18 21 3 split_gain=95622 25726.9 26430.9 39043 131397 47779.3 55547.2 46299 47216.3 42020.4 26078 65589.9 2069.31 1022.01 1424.68 734.554 threshold=0 212.98000000000002 782.62500000000011 482.16800000000006 34.665000000000006 400.11250000000007 21.474750000000004 1083.9006000000002 544.35000000000002 21.474750000000004 27.260118000000002 783.98480000000006 177.74775000000002 27.032800000000005 361.92300000000006 1048.2900000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 5 10 7 9 8 -2 -7 11 -5 -8 14 -3 -4 right_child=1 13 15 4 -6 6 12 -9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.19124396009072095 0.00010536693948765868 -0.17328018708662554 0.15575946896416801 -0.29932906683610411 0.82436262722015385 -0.13969364113150501 -0.55617074111742637 0.37454148899425155 -0.20001747303784398 0.35630713862180713 0.32916334477337927 0.25024914691845579 -0.41404254576563837 -0.14299085253477098 -0.28843231291998001 0.21886412596091248 leaf_weight=252 133659 22 35 49 25 117 21 33 118 20 22 39 20 20 21 39 leaf_count=252 133659 22 35 49 25 117 21 33 118 20 22 39 20 20 21 39 internal_value=0 -1.59077e-05 7.89372e-05 -2.53063e-05 0.16995 -0.000196565 -0.163924 2.12319e-05 -7.11544e-05 -0.0672848 0.0212199 -0.055766 -0.48684 -0.202049 -0.229517 0.189017 internal_weight=0 134260 134197 134123 135 133988 178 133810 133777 137 110 88 41 63 43 74 internal_count=134512 134260 134197 134123 135 133988 178 133810 133777 137 110 88 41 63 43 74 cat_boundaries=0 4 cat_threshold=0 262144 4 16777216 is_linear=0 shrinkage=0.01 Tree=890 num_leaves=22 num_cat=4 split_feature=3 0 24 1 2 0 25 9 24 1 9 3 17 25 0 5 0 2 0 0 0 split_gain=47266.8 36639.3 367713 69002.3 53148.7 51347.1 35274.2 49880.8 47752 48978.4 42646.4 95246.9 40034.3 29806.2 26318.8 23128.9 14920.6 6515.12 6119.27 4761.71 1739 threshold=1048.2900000000002 431.47500000000008 0 6.2950000000000008 783.48000000000013 479.65650000000011 1 783.98480000000006 2 213.3887 245.22000000000006 185.482 460.35600000000005 3 172.45500000000001 9.604000000000001 643.62800000000016 1048.2900000000002 643.62800000000016 783.48000000000013 255.07275000000001 decision_type=2 2 1 2 2 2 9 2 1 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 4 16 5 6 -4 8 10 9 13 12 -12 -8 -1 15 -10 -3 -6 -7 -20 -16 right_child=-2 2 3 -5 17 18 7 -9 14 -11 11 -13 -14 -15 20 -17 -18 -19 19 -21 -22 leaf_value=0.07153972779359466 0.35225716659897255 0.71906492552505086 0.34272809028625489 -0.59339339286088943 0.17097181242865486 -0.29656333327293399 0.00025285336112981408 0.38894218014948295 -0.03137691516591043 0.53001340770721439 -0.065377612772893598 -0.71516224670410156 0.28048461839264516 -0.048254849315609465 -0.32209909178993917 -0.14216985664694443 0.47950953034254218 0.35739465512727436 -0.010359409877232143 -0.1998370061856177 -0.20863947086674828 leaf_weight=578 38 52 22 36 37 36 128422 33 4327 20 231 25 51 314 22 197 52 38 21 36 35 leaf_count=578 38 52 22 36 37 36 128422 33 4327 20 231 25 51 314 22 197 52 38 21 36 35 internal_value=0 -0.000476871 0.119278 -0.198199 -0.000704202 -0.0917212 -0.000852873 0.000206803 -0.0256465 0.0401638 0.000107166 -0.128833 0.000364097 0.0296309 -0.0388072 -0.0362015 0.546718 0.265426 -0.194494 -0.130029 -0.252431 internal_weight=0 134585 255 151 134330 115 134255 128762 5493 912 128729 256 128473 892 4581 4524 104 75 93 57 57 internal_count=134623 134585 255 151 134330 115 134255 128762 5493 912 128729 256 128473 892 4581 4524 104 75 93 57 57 cat_boundaries=0 1 6 7 12 cat_threshold=1858 2186280961 0 8256 1356333184 33689600 3072 33554432 0 8256 12583040 33554432 is_linear=0 shrinkage=0.01 Tree=891 num_leaves=21 num_cat=1 split_feature=3 0 4 7 2 4 0 25 11 0 13 9 11 1 0 4 2 3 4 0 split_gain=46326.1 35910.1 231020 137055 52091 56895 36409.7 33689.2 58381.8 41440.9 40535 31504.1 26958.2 9426.49 8637.66 8127.99 6385.47 1904.09 2312.21 1484.16 threshold=1048.2900000000002 431.47500000000008 232.66575000000003 108.593 783.48000000000013 544.35000000000002 1083.9006000000002 0 481.77300000000008 155.78450000000004 481.89500000000004 215.97850000000003 648.37500000000011 79.732000000000014 479.65650000000011 1066.3056000000001 1048.2900000000002 20.080500000000004 650.90000000000009 332.15050000000008 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 4 3 6 5 7 13 9 10 11 -9 -1 -10 14 -3 17 -6 18 -7 -11 right_child=-2 2 -4 -5 16 15 -8 8 12 19 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=-0.018953224257328309 0.34873456208329451 -0.018796236438135949 1.1228221675327847 -0.76373049330711373 0.16926208444543786 -0.22872103571891786 -0.20917136117815971 8.2276377925136413e-05 0.48879150549570716 -0.21290545180195669 0.23908668769917019 -0.25530399984565744 0.11750371087963382 0.36142024978995324 0.16682989059286266 -0.36247436026732127 0.35382070290414908 -0.25243912065571006 -0.10316189126534896 -0.3019556831430506 leaf_weight=5328 38 31 21 20 37 22 32 128512 33 61 71 57 48 20 131 30 38 22 44 27 leaf_count=5328 38 31 21 20 37 22 32 128512 33 61 71 57 48 20 131 30 38 22 44 27 internal_value=0 -0.000472085 0.118085 0.027916 -0.000697143 -0.000844327 0.101902 -0.000651246 0.000383286 -0.0249271 0.000214248 -0.021455 0.268769 0.156596 0.131309 -0.220329 0.262772 -0.171871 -0.145015 -0.240228 internal_weight=0 134585 255 234 134330 134255 214 134137 128664 5473 128583 5385 81 182 162 118 75 88 66 88 internal_count=134623 134585 255 234 134330 134255 214 134137 128664 5473 128583 5385 81 182 162 118 75 88 66 88 cat_boundaries=0 5 cat_threshold=2186280961 0 8256 1356333184 33689600 is_linear=0 shrinkage=0.01 Tree=892 num_leaves=24 num_cat=3 split_feature=3 25 24 2 13 11 5 18 13 3 2 20 26 5 1 17 13 5 25 11 4 18 1 split_gain=45404.2 31290.6 41993.6 93077.7 29081.3 28306 58962.9 35281.7 29933.2 254121 37327.5 39596.7 22555 18754.1 16530.5 13781 12875.3 11520.8 8849.13 7141.09 5448.33 3424.8 2468.72 threshold=1048.2900000000002 0 1 271.95250000000004 66.123500000000007 481.77300000000008 33.260025000000006 432.42825000000005 362.49400000000003 25.511000000000006 783.48000000000013 324.92500000000007 2022.5000000000002 199.59643500000001 254.90500000000003 39.130500000000005 444.2706 137.58000000000001 2 751.80750000000012 35.946570000000001 650.90000000000009 65.656500000000008 decision_type=2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 3 13 17 7 19 8 10 16 11 -3 -12 14 15 -1 -10 18 20 -7 -4 -9 -20 right_child=-2 5 4 -5 -6 6 -8 21 9 -11 12 -13 -14 -15 -16 -17 -18 -19 22 -21 -22 -23 -24 leaf_value=0.0004142798730159173 0.34524724797198647 -0.00011606590322022999 -0.046340932886213264 0.63634074418441111 0.28323170205821163 -0.048917857507864641 0.62663395903327246 -0.18622771081924439 0.13477546507312407 1.18865052652359 0.0098986530303955076 0.34119189837399655 0.3821204264571027 -0.24806144729737312 0.26646090590435528 -0.23189781592442441 -0.10613971189046519 -0.26277946487069131 -0.1014557118920982 0.1511780898801742 -0.17015228273900779 -0.35346758653720223 -0.20328224449157717 leaf_weight=1428 38 131160 902 23 23 42 22 25 31 20 27 34 41 31 23 26 78 32 500 31 37 24 25 leaf_count=1428 38 131160 902 23 23 42 22 25 31 20 27 34 41 31 23 26 78 32 500 31 37 24 25 internal_value=0 -0.000467364 -0.0320794 0.00495573 -0.0691953 0.000268066 0.17282 0.000143372 0.000243424 0.152497 9.37935e-05 -2.76131e-05 0.234326 -0.00464128 0.000467738 -0.00373986 -0.0376226 -0.0750762 -0.0709734 0.0360544 -0.0506798 -0.268141 -0.104318 internal_weight=0 134585 3050 1531 1519 131535 95 131440 131391 129 131262 131194 68 1508 1477 1454 109 1496 1464 73 939 49 525 internal_count=134623 134585 3050 1531 1519 131535 95 131440 131391 129 131262 131194 68 1508 1477 1454 109 1496 1464 73 939 49 525 cat_boundaries=0 5 6 11 cat_threshold=2152726528 0 8256 1087897728 135168 3426 4194304 0 64 1075314688 4096 is_linear=0 shrinkage=0.01 Tree=893 num_leaves=19 num_cat=1 split_feature=3 6 2 18 8 7 7 9 9 25 3 2 9 17 3 5 6 9 split_gain=44500.7 32470.4 65108.8 53728.7 53105.5 47280.8 127359 55047.7 166498 38637.5 39422.4 31850.6 38962.3 37743.1 32787 51686.1 22750.7 444.075 threshold=1048.2900000000002 150.61000000000004 1048.2900000000002 650.90000000000009 314.79200000000009 225.07500000000002 295.12500000000006 78.735000000000014 172.67400000000001 0 67.579000000000022 394.3250000000001 673.83140000000014 407.74900000000008 150.51452500000002 3.5892105000000005 783.98480000000006 783.98480000000006 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 11 5 7 -7 9 -9 10 -3 12 13 -1 15 -13 -11 -14 right_child=-2 4 -4 -5 -6 6 -8 8 -10 16 -12 14 17 -15 -16 -17 -18 -19 leaf_value=-0.00013746536457453804 0.34179480941672075 -0.1580404815860301 0.42514107333289253 -0.47329573353131615 -0.45586021985068464 0.8730016215667129 -0.12733687577928815 0.91193586707115171 -0.20453680098495064 -0.059299266659424976 -0.56154743330819268 -0.13599488340569346 0.22880314133384011 0.23380366242450215 -0.48620385646820069 0.37778892657973551 0.2054707067012787 0.28646273156737578 leaf_weight=133346 38 179 36 24 33 20 35 22 34 446 28 178 22 69 22 22 35 34 leaf_count=133346 38 179 36 24 33 20 35 22 34 446 28 178 22 69 22 22 35 34 internal_value=0 -0.000462691 -7.52943e-05 -0.000189773 -0.0627408 -0.0465044 0.236423 -0.0674197 0.234077 -0.0919601 -0.202823 -0.000104843 9.42182e-05 -1.64749e-05 -0.119785 -0.0794787 -0.0392179 0.263811 internal_weight=0 134585 133753 133717 832 799 55 744 56 688 207 133693 133471 133415 222 200 481 56 internal_count=134623 134585 133753 133717 832 799 55 744 56 688 207 133693 133471 133415 222 200 481 56 cat_boundaries=0 3 cat_threshold=4227072 131072 16384 is_linear=0 shrinkage=0.01 Tree=894 num_leaves=23 num_cat=1 split_feature=3 0 24 26 4 0 2 4 0 1 13 9 26 4 2 0 3 4 0 26 0 26 split_gain=43615.1 35190.8 360551 190798 68549.3 57069.1 49606.7 55710.6 32327.3 29125.2 22036.9 44400.1 20358.7 7955.52 5904.42 5513.61 1860.51 2272.86 1730.68 4034.82 611.442 538.608 threshold=1048.2900000000002 431.47500000000008 0 2022.5000000000002 93.065000000000012 542.34225000000004 783.48000000000013 544.35000000000002 309.85375000000005 34.620900000000013 638.18750000000011 245.22000000000006 2022.5000000000002 1066.3056000000001 1048.2900000000002 393.82500000000005 20.080500000000004 650.90000000000009 643.62800000000016 2022.5000000000002 362.49400000000003 2022.5000000000002 decision_type=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 5 9 -3 7 8 10 18 11 -1 20 16 -8 -14 17 -9 19 -4 -10 -20 right_child=-2 2 4 -5 -6 -7 14 13 12 -11 -12 -13 15 -15 -16 -17 -18 -19 21 -21 -22 -23 leaf_value=-0.00024492964699967558 0.33837686181068422 0.64354220846424937 -0.02434519201517105 1.1231075005124256 -0.74054574114935734 0.018402669429779053 0.16651010448868209 -0.22651524033058773 -0.22957569982947373 -0.46579913145019897 0.21377460566659767 -0.11673460556852927 0.00033679581307745598 -0.35864182563374442 0.34398084389536004 -0.17058706293106082 -0.24971232072534885 -0.10202917178584771 -0.04713192446478482 -0.19586939215660096 -0.28564592532209448 0.016910806559026242 leaf_weight=133581 38 23 32 41 21 40 37 22 41 21 48 328 77 30 38 25 22 44 29 24 37 24 leaf_count=133581 38 23 32 41 21 40 37 22 41 21 48 328 77 30 38 25 22 44 29 24 37 24 internal_value=0 -0.000458064 0.116905 0.540219 -0.197355 0.246628 -0.000680856 -0.000824487 -0.000633427 -0.12479 -0.000453472 -0.000530262 -0.134557 -0.218013 0.256429 -0.0415563 -0.170071 -0.143525 -0.0590906 -0.0978556 -0.256173 -0.0181314 internal_weight=0 134585 255 104 151 63 134330 134255 134137 130 133957 133909 180 118 75 102 88 66 109 56 78 53 internal_count=134623 134585 255 104 151 63 134330 134255 134137 130 133957 133909 180 118 75 102 88 66 109 56 78 53 cat_boundaries=0 1 cat_threshold=1858 is_linear=0 shrinkage=0.01 Tree=895 num_leaves=24 num_cat=2 split_feature=2 5 2 3 5 3 5 3 8 3 24 24 9 13 9 5 6 26 5 26 5 9 4 split_gain=68164 46148.6 133675 108537 147327 80187.4 39422.8 640780 151156 132350 35914.1 23062.5 22882.8 32994.9 25333.5 17534.1 14221 14087.1 9890.36 9214.12 2075.85 994.687 516.69 threshold=1048.2900000000002 293.31000000000006 68.007574500000018 8.3632500000000025 481.77300000000008 65.983462500000016 171.57300000000001 199.59643500000001 91.825000000000003 1048.2900000000002 0 1 673.83140000000014 751.80750000000012 245.22000000000006 186.22625000000002 33.660945000000005 2022.5000000000002 364.99000000000007 2022.5000000000002 650.90000000000009 783.98480000000006 27.234500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 10 -5 -4 9 8 11 12 17 15 13 14 -1 -8 -10 -3 -12 -13 -19 -14 -20 right_child=-2 2 5 4 -6 -7 7 -9 16 -11 18 19 21 -15 -16 -17 -18 20 22 -21 -22 -23 -24 leaf_value=0.00025087701002889448 -0.44147615160260884 0.1846416094742323 -0.27526906056281847 -0.12555715456604957 0.84988588190078729 -1.0417242822618713 -0.18597257449076726 1.5868754943211876 0.75899500370025641 -0.6239247586096035 -0.077645979440387564 -0.060369462348796706 0.2400042815009753 -0.3316245821317037 -0.09446354752742149 0.110788931313683 0.38188739913702008 -0.099445702518735607 -0.28179831267037292 -0.19565939000562618 0.017138431345423061 0.15857179719954728 -0.22582402932643891 leaf_weight=133006 35 38 39 32 30 21 26 27 20 34 34 81 24 30 283 85 20 42 94 133 24 40 20 leaf_count=133006 35 38 39 32 30 21 26 27 20 34 34 81 24 30 283 85 20 42 94 133 24 40 20 internal_value=0 -0.00010895 -0.111036 -0.0283941 0.346431 -0.543528 0.000201094 0.100338 -0.00962522 -9.31234e-05 -0.120613 -0.081018 6.58945e-05 -2.4856e-05 4.97788e-05 0.0378659 0.570441 0.0285174 -0.212946 -0.138003 -0.0570515 0.189109 -0.271978 internal_weight=0 134183 374 314 62 60 133809 392 365 133417 252 325 133383 133319 133289 111 40 104 148 214 66 64 114 internal_count=134218 134183 374 314 62 60 133809 392 365 133417 252 325 133383 133319 133289 111 40 104 148 214 66 64 114 cat_boundaries=0 1 2 cat_threshold=929 1570 is_linear=0 shrinkage=0.01 Tree=896 num_leaves=24 num_cat=5 split_feature=25 5 11 3 3 1 3 5 3 8 4 3 7 3 25 24 7 26 24 1 25 26 7 split_gain=121665 51357.9 129680 207470 71492.4 128098 61680.1 34935.6 643351 178855 103881 88490.9 63238 43758.8 39638.1 31282.1 29261.6 23760.1 23654.1 23454.1 25882.4 793.089 50.5095 threshold=0 293.31000000000006 225.07500000000002 336.88000000000005 1.2015765000000003 89.512000000000015 74.412199999999999 171.57300000000001 232.66575000000003 91.825000000000003 1.6277000000000001 1048.2900000000002 657.87500000000011 782.62500000000011 1 2 783.98480000000006 2022.5000000000002 3 110.64500000000001 4 2022.5000000000002 1043.5418000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 1 2 9 2 2 left_child=15 7 3 4 5 18 -6 11 9 19 -11 12 13 14 -2 17 -14 -1 -3 20 -9 -17 -18 right_child=1 2 -4 -5 6 -7 -8 8 -10 10 -12 -13 16 -15 -16 21 22 -19 -20 -21 -22 -23 -24 leaf_value=0.11046458297050916 0.046427660925207857 0.014604079495701526 0.62673311580311175 -1.0827068519592284 0.65600494180406843 -0.93635080909728996 -0.037265548200318306 -0.17057950911443098 1.8420197811126711 1.0621262769854587 0.10095874699679287 -0.52550378609448667 0.59431437699691114 0.38867394414441336 -0.00046153473190605767 -0.25675857793504947 0.1482758315251424 -0.18768423323197797 -0.18247090595235166 -0.38801081926926323 0.016173375855181731 -0.29535133921875145 0.16941382396221161 leaf_weight=52 1818 107 22 23 21 20 33 111 20 23 22 32 23 29 131189 107 26 55 142 23 194 106 20 leaf_count=52 1818 107 22 23 21 20 33 111 20 23 22 32 23 29 131189 107 26 55 142 23 194 106 20 internal_value=0 0.000250834 -0.117722 -0.165057 -0.0997139 -0.166371 0.23234 0.000575978 0.0947211 0.00103216 0.592222 0.000298076 0.000424485 0.00026751 0.000182824 -0.191997 0.303082 -0.0391323 -0.104526 -0.0800762 -0.0568549 -0.263589 0.157466 internal_weight=0 133898 368 346 323 269 54 133530 393 373 45 133137 133105 133036 133007 320 69 107 249 328 305 213 46 internal_count=134218 133898 368 346 323 269 54 133530 393 373 45 133137 133105 133036 133007 320 69 107 249 328 305 213 46 cat_boundaries=0 3 9 10 11 17 cat_threshold=2147483648 3 4 1310720 262144 4096 21561472 168436290 32 2818 992 32768 0 16384 0 1 33554432 is_linear=0 shrinkage=0.01 Tree=897 num_leaves=13 num_cat=2 split_feature=25 2 6 8 9 7 7 6 25 26 8 26 split_gain=119244 57549.8 54627.8 35387 28181.5 33345.6 44232 19944.1 14355 38744.7 3826.68 655.221 threshold=0 1048.2900000000002 783.98480000000006 804.02882000000011 1023.8910000000002 1043.5418000000002 657.87500000000011 1043.5418000000002 1 2022.5000000000002 1048.2900000000002 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=-0.1257418194917532 0.00021033741183569668 -0.42378017842769622 0.48116855513664986 -0.36441895410418512 0.36661418662184758 -0.36492599115371704 0.29192009338965785 0.10561002437884991 -0.14189895217723034 -0.46842981213953955 -0.18183064320548012 -0.10456147143815427 leaf_weight=65 133665 32 31 24 21 25 52 26 94 67 22 94 leaf_count=65 133665 32 31 24 21 25 52 26 94 67 22 94 internal_value=0 0.000248119 0.000349499 0.000217654 0.000313019 0.000255503 0.000323778 0.309861 -0.190077 -0.278578 -0.277094 -0.117006 internal_weight=0 133898 133866 133809 133763 133742 133717 57 320 132 46 188 internal_count=134218 133898 133866 133809 133763 133742 133717 57 320 132 46 188 cat_boundaries=0 3 6 cat_threshold=2147483648 3 4 0 2 4 is_linear=0 shrinkage=0.01 Tree=898 num_leaves=21 num_cat=6 split_feature=25 24 8 3 26 9 3 6 13 25 24 7 0 24 26 26 8 24 26 26 split_gain=116871 30785.4 29820.7 42496.8 185000 40337.4 82176.1 53084 94900 28883.1 181283 55965.8 52724 40813.7 25096.5 23096.7 3017.47 1029.66 1688.75 35.6478 threshold=0 1 804.02882000000011 782.62500000000011 2022.5000000000002 172.67400000000001 255.07275000000001 295.12500000000006 218.00000000000003 2 3 657.87500000000011 783.48000000000013 4 2022.5000000000002 2022.5000000000002 1048.2900000000002 5 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 9 1 2 2 1 2 2 2 1 2 2 left_child=1 15 3 5 -5 9 7 8 -7 10 14 12 -11 -12 -2 -1 -4 19 -19 -3 right_child=2 17 16 4 -6 6 -8 -9 -10 11 13 -13 -14 -15 -16 -17 -18 18 -20 -21 leaf_value=0.11071677769605931 0.29989473100142044 -0.1892625263502013 -0.32329263982772832 -0.43849434833526607 0.63875043012879107 -0.064361814063079295 -0.63260451316833499 -0.51724434892336524 0.60657458441501311 -4.0437542094306008e-05 -0.11021347128568838 0.31080004498876374 0.28483430462158643 0.06015523191672914 0.59932579249666451 -0.18324014303900979 -0.16631277968486149 -0.31524002375426113 -0.39396594238281252 -0.17755108618268778 leaf_weight=52 55 53 25 25 44 505 26 24 22 132408 230 58 65 330 57 55 24 54 55 51 leaf_count=52 55 53 25 25 44 505 26 24 22 132408 230 58 65 330 57 55 24 54 55 51 internal_value=0 -0.188176 0.000245638 0.000335951 0.248444 0.000207984 -0.083223 -0.0572993 -0.0363531 0.000569384 0.06548 0.000235296 9.93408e-05 -0.0105236 0.415211 -0.0369311 -0.246405 -0.25909 -0.325135 -0.167421 internal_weight=0 320 133898 133849 69 133780 577 551 527 133203 672 132531 132473 560 112 107 49 213 109 104 internal_count=134218 320 133898 133849 69 133780 577 551 527 133203 672 132531 132473 560 112 107 49 213 109 104 cat_boundaries=0 3 4 10 11 12 13 cat_threshold=2147483648 3 4 2818 262144 262144 4096 65664 139840 32 5 330 153 is_linear=0 shrinkage=0.01 Tree=899 num_leaves=19 num_cat=4 split_feature=25 2 6 5 2 0 3 1 3 26 0 25 24 26 6 24 26 26 split_gain=114545 56383.7 53481.4 74275.6 138070 76672.5 71423.4 47202.6 39177.6 58212.6 40500.4 33136.8 30172.7 22637.1 19472.8 1009.17 1655.14 34.9385 threshold=0 1048.2900000000002 783.98480000000006 293.31000000000006 68.007574500000018 49.916000000000011 65.983462500000016 15.577650000000002 782.62500000000011 2022.5000000000002 1083.9006000000002 1 2 2022.5000000000002 1043.5418000000002 3 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 1 2 2 1 2 2 left_child=12 2 3 8 5 7 -6 -5 10 -10 11 -2 13 -1 -4 17 -17 -14 right_child=1 -3 14 4 6 -7 -8 -9 9 -11 -12 -13 15 -15 -16 16 -18 -19 leaf_value=0.10960960878775669 0.034575306690861909 -0.41946739733219146 0.47586137002514256 -0.067041852114185799 -0.33520593363987772 0.461810704102883 -1.0734967190772295 -0.53990064828292184 -0.17237591300691879 0.47780446150898931 0.35076922214392464 -0.00032745586725653074 -0.18736990136920281 -0.18140774592486295 0.10476719562823955 -0.31208762239526822 -0.39002628291736946 -0.17577557512358122 leaf_weight=52 2768 32 31 257 38 26 20 23 21 40 33 130583 53 55 26 54 55 51 leaf_count=52 2768 32 31 257 38 26 20 23 21 40 33 130583 53 55 26 54 55 51 internal_value=0 0.000243144 0.000343492 0.000213037 -0.14244 -0.0576483 -0.589789 -0.105884 0.000602154 0.253972 0.000486281 0.000399598 -0.186294 -0.0365618 0.30659 -0.256499 -0.321884 -0.165747 internal_weight=0 133898 133866 133809 364 306 58 280 133445 61 133384 133351 320 107 57 213 109 104 internal_count=134218 133898 133866 133809 364 306 58 280 133445 61 133384 133351 320 107 57 213 109 104 cat_boundaries=0 3 9 10 11 cat_threshold=2147483648 3 4 1310720 67502080 4096 21495936 168440386 544 2818 153 is_linear=0 shrinkage=0.01 Tree=900 num_leaves=12 num_cat=2 split_feature=10 3 25 24 4 13 1 18 26 26 10 split_gain=43944.6 86820.6 50667.3 244933 53210.3 41625.9 34695.5 33035 19732.9 9213.02 3671.95 threshold=638.18750000000011 1048.2900000000002 0 1 1066.3056000000001 751.80750000000012 1066.3056000000001 484.61250000000007 2022.5000000000002 2022.5000000000002 747.99000000000012 decision_type=2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 3 8 5 6 7 -4 -1 -5 -2 right_child=10 -3 4 9 -6 -7 -8 -9 -10 -11 -12 leaf_value=0.37731544342197354 0.35344451189041137 -0.50559357423992712 -0.00066977993560858628 -0.043241195229923028 0.42060908566912014 -0.35570554726051562 0.32873696081340315 0.27338166507807649 0.63609733573177407 -0.18921442698348653 0.19967469039288435 leaf_weight=61 24 34 133881 85 30 33 32 44 57 88 44 leaf_count=61 24 34 133881 85 30 33 32 44 57 88 44 internal_value=0 -0.000331127 -0.000203223 0.129393 -0.000494236 -0.000588557 -0.000501074 -0.000579742 0.463076 -0.111073 0.253946 internal_weight=0 134345 134311 291 134020 133990 133957 133925 118 173 68 internal_count=134413 134345 134311 291 134020 133990 133957 133925 118 173 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=1 split_feature=9 10 3 25 4 11 1 9 10 split_gain=116046 36093 46230.5 55200.6 52115.6 34498.8 34011.1 8388.62 5197.2 threshold=783.98480000000006 638.18750000000011 1048.2900000000002 0 1066.3056000000001 751.80750000000012 1066.3056000000001 1023.8910000000002 747.99000000000012 decision_type=2 2 2 9 2 2 2 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=0.13659669429164822 -0.35234263646006581 0.349910052617391 -0.37438015182813011 -0.00060260744636261691 0.41640298639734591 0.30082553248656424 0.32544958861544732 -0.6113965662002564 0.1662214151648588 leaf_weight=285 25 24 33 133878 30 38 32 25 43 leaf_count=285 25 24 33 133878 30 38 32 25 43 internal_value=0 -2.12201e-05 -0.000136985 -4.50013e-05 -0.000345837 -0.000439201 -0.000524692 -0.48187 0.23202 internal_weight=0 134363 134296 134263 133978 133948 133910 50 67 internal_count=134413 134363 134296 134263 133978 133948 133910 50 67 cat_boundaries=0 5 cat_threshold=0 262146 4 65536 139264 is_linear=0 shrinkage=0.01 Tree=902 num_leaves=12 num_cat=2 split_feature=9 16 25 24 4 11 11 9 26 9 26 split_gain=113736 35484.5 42004.5 366464 51041.8 46756.4 34004.2 30480.4 30013.3 8221.68 2.29268 threshold=783.98480000000006 756.4475000000001 0 1 1066.3056000000001 751.80750000000012 543.53000000000009 38.267500000000005 2022.5000000000002 1023.8910000000002 2022.5000000000002 decision_type=2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 3 8 5 6 7 -4 -1 -2 -5 right_child=9 -3 4 10 -6 -7 -8 -9 -10 -11 -12 leaf_value=0.45324741502241661 -0.34881921567916868 -0.36250908558291423 -0.00088915246511283143 -0.20332367798260279 0.41223895296454433 0.3459119564447648 -0.27833840379660785 0.038062595722405924 0.79544250289599105 -0.60528259533643725 -0.20582423092482927 leaf_weight=55 25 27 131933 70 30 39 44 2040 48 25 77 leaf_count=55 25 27 131933 70 30 39 44 2040 48 25 77 internal_value=0 -2.09063e-05 5.19497e-05 0.127034 -0.000194264 -0.000286576 -0.000387322 -0.000296036 0.558494 -0.477051 -0.1916 internal_weight=0 134363 134336 250 134086 134056 134017 133973 103 50 147 internal_count=134413 134363 134336 250 134086 134056 134017 133973 103 50 147 cat_boundaries=0 5 6 cat_threshold=0 2 4 65536 139264 1190 is_linear=0 shrinkage=0.01 Tree=903 num_leaves=11 num_cat=1 split_feature=9 10 3 25 4 1 11 9 10 26 split_gain=111473 35354.1 45236 53270.3 50062.2 33328.3 33049 8058.07 5093.3 285.248 threshold=783.98480000000006 638.18750000000011 1048.2900000000002 0 1066.3056000000001 1066.3056000000001 751.80750000000012 1023.8910000000002 747.99000000000012 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 9 5 6 -5 -2 -3 -1 right_child=7 8 -4 4 -6 -7 -8 -9 -10 -11 leaf_value=0.12906505384116337 -0.3453310193955898 0.34633869290351871 -0.37033118291334677 -0.0005921202804575256 0.40811657617489494 0.32225417785346511 0.29435815183739911 -0.5992297691106796 0.16449545860290526 0.14907684806415014 leaf_weight=145 25 24 33 133878 30 32 38 25 43 140 leaf_count=145 25 24 33 133878 30 32 38 25 43 140 internal_value=0 -2.06972e-05 -0.000135271 -4.42821e-05 -0.000339811 -0.000431318 -0.000508425 -0.47228 0.229633 0.134187 internal_weight=0 134363 134296 134263 133978 133948 133916 50 67 285 internal_count=134413 134363 134296 134263 133978 133948 133916 50 67 285 cat_boundaries=0 5 cat_threshold=0 262146 4 65536 139264 is_linear=0 shrinkage=0.01 Tree=904 num_leaves=10 num_cat=2 split_feature=10 3 25 24 4 13 18 21 10 split_gain=41592.5 82451.8 47044.4 236760 49099.7 40865 32355 32747.3 3405.19 threshold=638.18750000000011 1048.2900000000002 0 1 1066.3056000000001 751.80750000000012 484.61250000000007 212.98000000000002 747.99000000000012 decision_type=2 2 9 1 2 2 2 2 2 left_child=1 2 3 -1 5 6 7 -4 -2 right_child=8 -3 4 -5 -6 -7 -8 -9 -10 leaf_value=0.45274407453835014 0.34287531932195031 -0.49270554714343129 -0.00046540268560302375 -0.11159456320799115 0.40403542168935141 -0.35242219719019802 0.27064778414639562 -0.23813193049924128 0.1947963378646157 leaf_weight=118 24 34 133855 173 30 33 44 58 44 leaf_count=118 24 34 133855 173 30 33 44 58 44 internal_value=0 -0.000319558 -0.000194914 0.124683 -0.00047533 -0.000565934 -0.000479255 -0.00056834 0.24706 internal_weight=0 134345 134311 291 134020 133990 133957 133913 68 internal_count=134413 134345 134311 291 134020 133990 133957 133913 68 cat_boundaries=0 5 6 cat_threshold=0 262146 4 65536 139264 3236 is_linear=0 shrinkage=0.01 Tree=905 num_leaves=25 num_cat=6 split_feature=25 6 9 7 13 9 8 4 25 0 1 1 0 25 9 24 24 4 6 6 24 26 26 26 split_gain=97094.7 45748.9 32578.3 157942 97595.8 32289 27396.5 25551 131549 126656 83595.7 37721.9 34328.9 31683.8 53793.7 46390.2 20347.6 8496.24 13438.3 12296.4 4603.7 3822.37 1415.02 94.1652 threshold=0 657.87500000000011 172.67400000000001 295.12500000000006 196.52100000000004 783.98480000000006 59.545100000000005 48.489320000000006 1 309.85375000000005 242.78875000000002 292.38750000000005 783.48000000000013 2 166.79600000000002 3 4 16.771710000000002 1043.5418000000002 783.98480000000006 5 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 9 2 2 2 2 9 2 1 1 2 2 2 1 2 2 2 left_child=20 2 7 4 5 6 -4 12 9 10 -9 16 13 15 -15 -2 -10 18 19 -3 23 -22 -14 -1 right_child=1 17 3 -5 -6 -7 -8 8 11 -11 -12 -13 22 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 leaf_value=-0.25114305712959983 0.057464244210738973 -0.077226098418235786 -0.0047049106782113635 -0.76966612077528429 0.60161092802234317 -0.3200379798611005 -0.20166230516031733 0.090629487655513791 0.01688839454966589 0.89334348224458238 0.64567653992346352 -0.44021326498551799 -0.27237620830535891 -0.0019780411694444236 0.49255306243896485 0.0044401142850606637 -0.060229697177548794 -0.39274213034173722 0.046849822998046874 -0.40703808656105628 -0.089913063766682039 -0.17272311179068958 -0.18156692418546694 -0.26956483040537155 leaf_weight=55 2197 20 395 31 23 45 86 878 664 21 28 22 32 122128 22 6563 692 23 20 26 113 110 37 56 leaf_count=55 2197 20 395 31 23 45 86 878 664 21 28 22 32 122128 22 6563 692 23 20 26 113 110 37 56 internal_value=0 -0.000583625 -0.000432981 -0.0752167 -0.0360037 -0.0638842 -0.0399197 -0.000107552 0.0328975 0.124239 0.107783 -0.0292386 -0.000688382 -0.000570847 -0.00188882 0.0177889 -0.0227865 -0.227231 -0.169553 -0.263642 -0.168803 -0.125149 -0.223681 -0.238913 internal_weight=0 133953 133864 580 549 526 481 133284 2305 927 906 1378 130979 130910 122150 8760 1356 89 66 46 334 223 69 111 internal_count=134287 133953 133864 580 549 526 481 133284 2305 927 906 1378 130979 130910 122150 8760 1356 89 66 46 334 223 69 111 cat_boundaries=0 5 11 17 18 19 20 cat_threshold=1048576 3 0 16777216 131136 536905216 1050656 536876096 2147483648 16777216 134217728 2147500032 606077952 2068 1750106112 168360451 134496928 1058 962 1824 is_linear=0 shrinkage=0.01 Tree=906 num_leaves=14 num_cat=2 split_feature=3 25 2 3 5 5 3 9 0 7 24 26 26 split_gain=107163 95325.6 81585.3 31881.6 95509.3 86445.6 63606.4 63147.1 34285.2 29659 4512.08 3746.3 92.2914 threshold=1048.2900000000002 0 1048.2900000000002 255.07275000000001 316.16700000000009 131.24220000000003 242.64500000000001 1023.8910000000002 431.47500000000008 113.46300000000001 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 6 5 9 7 8 -3 -5 12 -12 -1 right_child=-2 2 -4 4 -6 -7 -8 -9 -10 -11 11 -13 -14 leaf_value=-0.24863162708282471 -0.56234823844012094 -0.00027349609675435445 -0.47642354912228058 -0.060867065736908192 -0.65136659826551169 0.57732906886509494 0.40375665701352631 -0.54846888581911724 0.12272791860370777 -0.45668710851669309 -0.089013934072140033 -0.17099588305774061 -0.26686918471540727 leaf_weight=55 34 133173 36 354 28 21 39 21 227 20 113 110 56 leaf_count=55 34 133173 36 354 28 21 39 21 227 20 113 110 56 internal_value=0 -0.000862314 -0.000435161 -0.000307204 -0.0869859 -0.0469792 -3.24771e-05 -0.000150508 -6.41908e-05 -0.0820339 -0.167115 -0.123898 -0.236524 internal_weight=0 134253 133919 133883 423 395 133460 133421 133400 374 334 223 111 internal_count=134287 134253 133919 133883 423 395 133460 133421 133400 374 334 223 111 cat_boundaries=0 5 6 cat_threshold=1048576 3 0 16777216 131136 1824 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=105031 93428.6 39457.1 32524.7 27527.8 25078.6 24657.5 19814.3 4422.29 0.179548 threshold=1048.2900000000002 0 657.87500000000011 684.84926000000007 756.4475000000001 1 1066.3056000000001 79.77300000000001 2 783.98480000000006 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=-0.23415883887897837 -0.55672477722167968 0.1381301299397272 -0.13003618419170379 -0.38475931086323478 -0.31949962943240445 -0.00036495261762583664 0.28169670666417768 -0.48879616296291356 -0.12265854148905676 -0.13111144206740641 leaf_weight=111 34 121 24 22 27 133630 31 20 223 44 leaf_count=111 34 121 24 22 27 133630 31 20 223 44 internal_value=0 -0.000853691 -0.000430809 -0.000291653 -0.000228441 -0.000164005 -0.000299512 -0.21211 -0.165444 -0.130732 internal_weight=0 134253 133919 133831 133809 133782 133661 88 334 68 internal_count=134287 134253 133919 133831 133809 133782 133661 88 334 68 cat_boundaries=0 5 10 11 cat_threshold=1048576 3 0 16777216 131136 2147483648 0 0 0 8192 1824 is_linear=0 shrinkage=0.01 Tree=908 num_leaves=15 num_cat=4 split_feature=3 25 6 19 25 24 1 13 5 26 26 24 26 26 split_gain=102941 91685.8 38671.9 31877.5 22218.6 21633.7 47164.4 24454.6 19420 14258.1 6571 4352.27 3671.75 90.4548 threshold=1048.2900000000002 0 657.87500000000011 684.84926000000007 1 2 75.716250000000016 638.18750000000011 79.77300000000001 2022.5000000000002 2022.5000000000002 3 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 9 1 2 2 2 2 2 1 2 2 left_child=1 11 3 4 9 6 -6 -7 10 -3 -4 13 -13 -1 right_child=-2 2 8 -5 5 7 -8 -9 -10 -11 -12 12 -14 -15 leaf_value=-0.24380371978066184 -0.55115754520191862 0.016710320148827895 0.022863780260086061 -0.38091172283346003 -0.010883044339328419 0.0007748610111463736 -0.16361555614517731 0.23929345308348191 -0.48390819692611692 0.23480632949566496 -0.19287811761101087 -0.08689720980888975 -0.16805933703075757 -0.26185890240328652 leaf_weight=55 34 53 20 22 10921 122517 206 43 20 69 48 113 110 56 leaf_count=55 34 53 20 22 10921 122517 206 43 20 69 48 113 110 56 internal_value=0 -0.000845317 -0.000426398 -0.000288633 -0.000226053 -0.000354049 -0.0136984 0.000858475 -0.209989 0.129449 -0.129425 -0.163893 -0.121485 -0.232011 internal_weight=0 134253 133919 133831 133809 133687 11127 122560 88 122 68 334 223 111 internal_count=134287 134253 133919 133831 133809 133687 11127 122560 88 122 68 334 223 111 cat_boundaries=0 5 10 11 12 cat_threshold=1048576 3 0 16777216 131136 2147483648 0 0 0 8192 128 1824 is_linear=0 shrinkage=0.01 Tree=909 num_leaves=14 num_cat=2 split_feature=3 25 2 10 6 3 0 3 6 6 24 26 26 split_gain=100892 89861.3 79780.7 31369.5 37586.1 32304.7 80960.7 62311.2 8544.04 7648.91 4265.66 3598.68 88.6547 threshold=1048.2900000000002 0 1048.2900000000002 950.63250000000005 657.87500000000011 255.07275000000001 309.85375000000005 242.64500000000001 1043.5418000000002 783.98480000000006 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 4 5 7 -7 -3 9 -6 12 -12 -1 right_child=-2 2 -4 -5 8 6 -8 -9 -10 -11 11 -13 -14 leaf_value=-0.24136568416248669 -0.54564595895655021 -6.8920129518816581e-05 -0.47111672295464407 0.37728263638236309 -0.16328961400190989 -0.056045333209294307 -0.69324523153759188 0.39970494417043834 -0.045813878341154614 -0.38910536559422809 -0.08602823546502443 -0.1663787452957847 -0.25924031453473229 leaf_weight=55 34 133324 36 22 30 395 21 39 22 30 113 110 56 leaf_count=55 34 133324 36 22 30 395 21 39 22 30 113 110 56 internal_value=0 -0.000836863 -0.000422134 -0.0002956 -0.000357655 -0.000226465 -0.0882117 4.79877e-05 -0.214387 -0.276197 -0.162254 -0.12027 -0.229691 internal_weight=0 134253 133919 133883 133861 133779 416 133363 82 60 334 223 111 internal_count=134287 134253 133919 133883 133861 133779 416 133363 82 60 334 223 111 cat_boundaries=0 5 6 cat_threshold=1048576 3 0 16777216 131136 1824 is_linear=0 shrinkage=0.01 Tree=910 num_leaves=19 num_cat=1 split_feature=25 14 8 10 18 10 5 6 0 9 1 15 26 14 18 10 10 14 split_gain=69937.3 43969.8 49083.2 33444.2 38912.8 31322.8 55811.2 48162 32524.3 220902 51697.2 25828.5 16099.2 8252.05 5760.38 5349.66 3254.45 148.127 threshold=0 426.32200000000006 39.695000000000007 638.18750000000011 484.61250000000007 233.07000000000002 10.606500000000002 8.0855000000000015 65.08550000000001 292.55550000000005 437.49875000000003 8.0855000000000015 2022.5000000000002 739.41125000000011 650.90000000000009 747.99000000000012 950.63250000000005 539.28000000000009 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 3 13 4 5 8 11 -8 10 -10 -2 -7 -1 17 -6 -5 -17 -3 right_child=1 2 -4 15 14 6 7 -9 9 -11 -12 -13 -14 -15 -16 16 -18 -19 leaf_value=-0.11004102546048453 -0.00060290194162704249 -0.14496205714441115 -0.65065516853332528 0.3456136453151703 0.17680791997909545 -0.074031337264152064 -0.1364050014557377 -0.74035967557326599 0.02789770523283373 1.0347569600018587 0.17089888448742305 0.25992012762106381 -0.30527588500532993 0.061983922253484307 0.40885753932206526 0.066335352659225466 0.24457562037876673 -0.17613230430086455 leaf_weight=83 131035 31 20 24 20 212 31 23 2286 22 176 26 86 23 23 20 21 30 leaf_count=83 131035 31 20 24 20 212 31 23 2286 22 176 26 86 23 23 20 21 30 internal_value=0 0.000102619 -0.205435 0.000262245 0.000152122 5.54678e-05 -0.103403 -0.393645 0.000281726 0.0374952 -0.000372858 -0.0375492 -0.197693 -0.0994305 0.300927 0.227039 0.157629 -0.160292 internal_weight=0 134023 104 133919 133854 133811 292 54 133519 2308 131211 238 169 84 43 65 41 61 internal_count=134192 134023 104 133919 133854 133811 292 54 133519 2308 131211 238 169 84 43 65 41 61 cat_boundaries=0 5 cat_threshold=0 0 4 0 8192 is_linear=0 shrinkage=0.01 Tree=911 num_leaves=19 num_cat=4 split_feature=25 18 11 8 11 5 1 24 0 25 24 3 0 26 11 11 11 18 split_gain=68545.5 32367 29777.2 67332.8 61991.8 45930.6 29720.8 166478 163625 33941.8 61484.4 37001.3 20375.2 15778.8 14103.3 7209.04 6289.89 2661.78 threshold=0 484.61250000000007 308.79750000000007 172.50000000000003 271.26290500000005 137.58000000000001 437.49875000000003 1 24.245000000000005 2 3 782.62500000000011 118.92600000000002 2022.5000000000002 751.80750000000012 292.38750000000005 481.77300000000008 650.90000000000009 decision_type=9 2 2 2 2 2 2 1 2 9 1 2 2 2 2 2 2 2 left_child=13 2 4 5 6 14 9 8 -8 10 -2 -11 -9 -1 16 -6 -4 -3 right_child=1 17 3 -5 15 -7 7 12 -10 11 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.10894061996276121 -0.047133889210076982 0.17503983449935911 -0.10737343047254828 -0.66973932600021358 0.49780080442843228 0.39346179318428043 0.72169517161241215 -0.19132089787179773 -0.11420630792776743 -0.00070485217820020769 0.10571158254007601 0.25192776700546005 0.15566493242979049 -0.30222312047037969 0.067956452233450759 0.24153457200952941 -0.24645288618803027 0.32724814273692943 leaf_weight=83 395 20 93 20 23 20 67 110 36 132266 762 58 20 86 35 21 50 27 leaf_count=83 395 20 93 20 23 20 67 110 36 132266 762 58 20 86 35 21 50 27 internal_value=0 0.000101593 9.55615e-06 -0.116768 0.000199881 -0.0609124 7.63876e-05 0.112919 0.391523 -0.000120587 0.0535734 -0.000594074 -0.128086 -0.195717 -0.111966 0.375492 -0.156003 0.262479 internal_weight=0 134023 133976 218 133758 198 133714 233 103 133481 1157 132324 130 169 178 44 143 47 internal_count=134192 134023 133976 218 133758 198 133714 233 103 133481 1157 132324 130 169 178 44 143 47 cat_boundaries=0 5 6 12 13 cat_threshold=0 0 4 0 8192 3124 2148532224 262145 0 151093248 33690176 512 676 is_linear=0 shrinkage=0.01 Tree=912 num_leaves=16 num_cat=2 split_feature=25 14 2 4 2 6 0 25 1 11 26 26 14 6 14 split_gain=67181.5 43081.2 83026.9 43855.8 59681 57244.5 34440.5 29472 66930.3 55510 15464.8 9745.13 4136.28 1198.68 208.998 threshold=0 426.32200000000006 21.745000000000005 783.48000000000013 1048.2900000000002 546.86500000000012 34.665000000000006 1 395.70800000000008 751.80750000000012 2022.5000000000002 2022.5000000000002 739.41125000000011 657.87500000000011 539.28000000000009 decision_type=9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=10 3 12 4 5 7 13 8 -2 -9 -1 -5 14 -7 -3 right_child=1 2 -4 11 -6 6 -8 9 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.10785121268536671 0.010676239743857849 -0.084805970430374147 -0.76507277383690797 0.088763604841449045 -0.41878003597259522 0.20238473525414102 0.60770290154218676 -0.0019041765916139684 0.30424148461757561 0.45157182728802719 -0.29920088464437533 0.3475282681542774 0.056322084231810135 0.12067173760512781 -0.12183093516095993 leaf_weight=83 17969 30 21 22 34 26 20 115642 78 27 86 43 22 58 31 leaf_count=83 17969 30 21 22 34 26 20 115642 78 27 86 43 22 58 31 internal_value=0 0.000100621 -0.20335 0.000258625 0.00013252 0.000238954 0.23476 5.65515e-05 0.0119384 -0.00179817 -0.193759 0.259946 -0.0612271 0.145964 -0.103622 internal_weight=0 134023 104 133919 133854 133820 104 133716 18047 115669 169 65 83 84 61 internal_count=134192 134023 104 133919 133854 133820 104 133716 18047 115669 169 65 83 84 61 cat_boundaries=0 5 11 cat_threshold=0 0 4 0 8192 2689859584 604243971 4210945 1237618688 33690178 1552 is_linear=0 shrinkage=0.01 Tree=913 num_leaves=16 num_cat=2 split_feature=25 14 2 4 2 6 0 25 3 3 26 26 14 6 14 split_gain=65844.6 42223.9 81374.7 42983.1 58493.3 56105.4 33755.1 27652.7 90955 64511.1 15157.1 9551.2 4053.97 1174.83 204.839 threshold=0 426.32200000000006 21.745000000000005 783.48000000000013 1048.2900000000002 546.86500000000012 34.665000000000006 1 782.62500000000011 482.64500000000004 2022.5000000000002 2022.5000000000002 739.41125000000011 657.87500000000011 539.28000000000009 decision_type=9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=10 3 12 4 5 7 13 8 -2 -9 -1 -5 14 -7 -3 right_child=1 2 -4 11 -6 6 -8 9 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.10677270785871759 0.014733934604069765 -0.083957908789316818 -0.75742204711550754 0.087875959629362288 -0.41459225289961871 0.20036088145696201 0.60162590324878695 -0.0016824999171014194 -0.57729554579808162 0.25369260703919061 -0.29620887743179192 0.34405297962732095 0.055758865854956888 0.11946502004204126 -0.12061262544124357 leaf_weight=83 13532 30 21 22 34 26 20 120059 26 99 86 43 22 58 31 leaf_count=83 13532 30 21 22 34 26 20 120059 26 99 86 43 22 58 31 internal_value=0 9.96144e-05 -0.201316 0.000256039 0.000131195 0.000236565 0.232412 5.5986e-05 0.0135886 -0.00147197 -0.191822 0.257347 -0.0606149 0.144504 -0.102586 internal_weight=0 134023 104 133919 133854 133820 104 133716 13558 120158 169 65 83 84 61 internal_count=134192 134023 104 133919 133854 133820 104 133716 13558 120158 169 65 83 84 61 cat_boundaries=0 5 11 cat_threshold=0 0 4 0 8192 2152988672 604244035 4210945 1237618688 33690178 1552 is_linear=0 shrinkage=0.01 Tree=914 num_leaves=19 num_cat=0 split_feature=14 2 2 6 7 6 0 3 3 7 4 7 4 0 6 7 14 14 split_gain=44606.3 77776.7 33059.4 36407.7 66030 34288.6 28866 283469 157936 98019.9 71627.2 35245.3 28371.8 22956.7 18167.6 7121.15 1956.78 200.763 threshold=426.32200000000006 21.745000000000005 1048.2900000000002 546.86500000000012 8.0855000000000015 657.87500000000011 65.08550000000001 544.35000000000002 1048.2900000000002 276.13500000000005 440.18000000000006 657.87500000000011 1066.3056000000001 166.14750000000004 783.98480000000006 783.98480000000006 739.41125000000011 539.28000000000009 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 6 5 -5 8 9 11 10 -8 12 -1 -11 -7 -13 17 -2 right_child=1 -3 -4 4 -6 14 7 -9 -10 13 -12 15 -14 -15 -16 -17 -18 -19 leaf_value=-0.0005665853887170711 -0.08311833024024963 -0.74984782394908722 -0.2988650922517519 0.39111015399297083 0.70137591075897221 -0.28490467640486633 0.027452237771497731 1.1645258504694158 -0.71436761240805358 -0.22087410745166597 0.6141875952766056 0.35398718742223884 -0.3374773099899292 -0.68845820426940918 0.065740770684348221 0.14610786828729841 0.0034876711845397953 -0.11940649844946399 leaf_weight=131470 30 21 37 24 20 22 2255 22 31 21 21 26 25 21 45 45 25 31 leaf_count=131470 30 21 37 24 20 22 2255 22 31 21 21 26 25 21 45 45 25 31 internal_value=0 -0.20425 8.0555e-06 9.05506e-05 0.181122 0.066781 -5.94792e-05 0.0347548 -0.000678532 0.0240323 0.0328659 -0.00051037 -0.000630639 -0.454666 -0.0493965 0.222233 -0.0710228 -0.10156 internal_weight=0 107 134085 134048 111 91 133937 2340 131597 2318 2276 131566 131495 42 67 71 86 61 internal_count=134192 107 134085 134048 111 91 133937 2340 131597 2318 2276 131566 131495 42 67 71 86 61 is_linear=0 shrinkage=0.01 Tree=915 num_leaves=24 num_cat=6 split_feature=3 0 6 4 3 5 8 24 11 25 24 25 26 25 12 0 26 7 6 24 26 26 11 split_gain=151037 51302.1 100175 146358 90558.9 75917.5 47758.3 53934.8 31655.4 35125.1 221022 92259.4 163388 63160.2 33896.4 33872.3 170037 28868.7 18484.1 13989.2 8980.42 847.588 216.54 threshold=1048.2900000000002 242.89125000000004 13.504000000000001 79.720000000000013 62.354500000000009 171.57300000000001 30.610000000000003 0 648.37500000000011 1 2 3 2022.5000000000002 4 756.4475000000001 223.35100000000003 2022.5000000000002 783.98480000000006 177.87500000000003 5 2022.5000000000002 2022.5000000000002 751.80750000000012 decision_type=2 2 2 2 2 2 2 1 2 9 1 9 2 9 2 2 2 2 2 1 2 2 2 left_child=1 8 3 5 18 6 7 -3 9 10 11 12 -1 21 15 17 -17 -11 -4 -15 -13 -12 -10 right_child=-2 2 4 -5 -6 -7 -8 -9 22 14 13 20 -14 19 -16 16 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.21127583314502052 -0.63076582626292577 0.029297441966983737 -0.40141066664741154 0.62304461386895948 -0.91168102007645835 -0.68851678824424745 0.41861552649736405 -0.18249459947549893 -0.21083441306921569 -0.00034767194481715211 0.09576933101868966 0.18368108038808786 0.96088765162008782 -0.044257945571325522 0.33056923965773272 0.64290978975074242 -0.24639881954636686 0.2753188829045547 -0.005836458559389468 -0.20707892850368889 -0.0013569167145976314 0.14682256646951039 -0.25087133761814662 leaf_weight=63 38 235 21 31 26 20 20 237 22 132733 71 51 54 103 31 43 43 38 27 172 54 60 35 leaf_count=63 38 235 21 31 26 20 20 237 22 132733 71 51 54 103 31 43 43 38 27 172 54 60 35 internal_value=0 -0.000228536 -0.091204 -0.0441656 -0.436364 -0.0845631 -0.0600122 -0.080293 0.000191697 0.000292283 0.0743138 0.32109 0.513373 -0.0650974 -6.31146e-05 -0.000140267 0.198255 -0.000268774 -0.1789 -0.149788 0.0808214 0.110702 -0.235418 internal_weight=0 134190 617 543 74 512 492 472 133573 133516 628 222 117 406 132888 132857 86 132771 48 275 105 131 57 internal_count=134228 134190 617 543 74 512 492 472 133573 133516 628 222 117 406 132888 132857 86 132771 48 275 105 131 57 cat_boundaries=0 1 6 7 12 17 18 cat_threshold=2886 2147483648 3 4 16809984 139840 1292 0 3 0 16777216 8192 2147483648 0 4 0 512 2192 is_linear=0 shrinkage=0.01 Tree=916 num_leaves=28 num_cat=4 split_feature=3 0 24 4 4 3 2 0 0 26 1 25 14 9 26 0 1 1 25 24 12 3 4 1 26 0 0 split_gain=148031 50308.6 90082.2 125386 118281 110422 55387.8 43738.3 30258.1 160690 40839.5 80164.9 91022.5 71156.8 56237.7 50386.5 45791.9 64817.9 36947.2 141908 26845.5 12029.9 7970.03 7041.52 6748.41 22167.4 17598.4 threshold=1048.2900000000002 242.89125000000004 0 93.065000000000012 174.86250000000004 8.0855000000000015 65.05725000000001 1083.9006000000002 223.35100000000003 2022.5000000000002 194.03250000000003 1 80.710000000000008 156.28525000000005 2022.5000000000002 3.4959999999999991 172.67400000000001 177.74775000000002 2 3 147.97550000000004 57.417500000000011 12.567000000000002 186.96900000000002 2022.5000000000002 643.62800000000016 783.48000000000013 decision_type=2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 8 4 21 5 6 7 -3 10 -10 16 14 13 -13 15 -12 18 -18 19 -1 -20 24 -16 -19 26 -26 -4 right_child=-2 2 3 -5 -6 -7 -8 -9 9 -11 11 12 -14 -15 22 -17 17 23 20 -21 -22 -23 -24 -25 25 -27 -28 leaf_value=0.25688712200883662 -0.62445816912149132 0.042176303648733884 -0.035564474885193813 -0.94249108834700157 0.77644275569915777 -0.64047040954232215 0.53524058500925698 -0.42527686812660909 0.61287844256921253 -0.24176202990792015 0.50969353351593016 -0.13419967796557988 0.52889570522308349 -0.71512571638280686 -0.12135131799257719 -0.084196589231491092 0.52440501350164415 -0.069753176159149888 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cat_threshold=2886 37749248 1052672 16384 4194304 2148532224 3 4 16809984 139840 512 1292 is_linear=0 shrinkage=0.01 Tree=917 num_leaves=34 num_cat=2 split_feature=1 5 25 26 1 1 13 14 12 7 11 17 9 7 11 25 2 1 2 9 13 1 1 8 26 9 1 1 1 26 7 14 1 split_gain=41554.2 98643.4 80681.3 115220 38983.5 53598 35692.6 34927.5 38583.9 273636 80715.8 39222.5 34566.6 32926.3 33829.6 40049.7 27057.5 25965.6 18371.7 35654.3 17723.6 14787.8 48379.1 10542 7277.37 24368.7 6948.8 6835.07 6703.62 4229.93 2306.81 351.102 335.541 threshold=194.03250000000003 254.90500000000003 0 2022.5000000000002 172.67400000000001 177.74775000000002 57.757354000000014 479.13100000000003 147.97550000000004 202.63000000000002 292.38750000000005 76.667500000000018 78.735000000000014 295.12500000000006 333.22462000000002 1 74.402200000000008 362.49400000000003 11.040900000000002 10.875375000000002 52.021000000000008 395.70800000000008 292.38750000000005 15.582750000000003 2022.5000000000002 54.699000000000005 362.49400000000003 271.85500000000002 186.96900000000002 2022.5000000000002 441.87500000000006 630.11250000000007 232.94400000000005 decision_type=2 2 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 2 2 2 2 2 left_child=4 2 3 21 7 -6 16 8 13 10 11 -10 26 14 15 -1 18 -18 19 -4 31 22 32 -16 30 -26 27 -5 -7 -30 -15 -9 -2 right_child=1 -3 6 12 5 28 -8 20 9 -11 -12 -13 -14 24 23 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 -32 -33 -34 leaf_value=0.08353462797179298 0.42337242166201272 -0.66726181065594703 -0.14532555707011904 -0.043707440512520929 0.46751530982199174 -0.061488455286840112 0.28491311958857946 -0.15011349578698477 -0.02529613277859831 0.99701397772758249 0.63476910182407931 0.31822932481765748 -0.48636444997787481 0.075506581259891389 -0.19126378958321308 -0.00032297381625743534 -0.15469521522521973 -0.61378103283318608 0.18465820169448854 0.27689636026109971 -0.4563012817927769 0.52072103663853231 -0.11866021416404031 0.021019715070724487 -0.10239477246185469 -0.45464929493990808 -0.13774829544339862 0.18449581872849238 0.21874538012913294 0.020327955592762341 -0.059840412034707913 -0.1012577895898568 0.47682295633398963 leaf_weight=562 24 27 420 35 42 41 21 24 433 31 21 36 20 20 121 131753 28 22 20 21 21 35 22 29 183 22 35 21 21 22 34 38 23 leaf_count=562 24 27 420 35 42 41 21 24 433 31 21 36 20 20 121 131753 28 22 20 21 21 35 22 29 183 22 35 21 21 22 34 38 23 internal_value=0 -0.0734594 -0.0519966 0.109061 2.46583e-05 0.175837 -0.116938 -0.000141491 -1.37483e-05 0.0858745 0.028231 0.00107256 -0.109944 -0.000350897 -0.000130657 3.94952e-05 -0.13574 -0.356693 -0.111776 -0.12522 -0.205215 0.353294 0.268367 -0.150222 -0.112992 -0.140198 -0.0272147 0.0418688 0.0299981 0.117229 -0.0097119 -0.12017 0.449529 internal_weight=0 774 747 215 133454 126 532 133328 133245 521 490 469 111 132724 132465 132315 511 50 461 441 83 104 69 150 259 205 91 56 84 43 54 62 47 internal_count=134228 774 747 215 133454 126 532 133328 133245 521 490 469 111 132724 132465 132315 511 50 461 441 83 104 69 150 259 205 91 56 84 43 54 62 47 cat_boundaries=0 5 10 cat_threshold=37749248 1052672 16384 4194304 1 2147483648 1 4 16809984 139840 is_linear=0 shrinkage=0.01 Tree=918 num_leaves=20 num_cat=1 split_feature=3 0 6 4 3 5 8 0 11 25 4 1 12 0 26 1 5 6 11 split_gain=145089 49237 97519.9 143368 87193.3 74231.1 46992.9 45692.6 30661.5 33201.9 37557.7 34494 33066.6 32698.9 163028 37126.7 20322.2 17851.8 214.967 threshold=1048.2900000000002 242.89125000000004 13.504000000000001 79.720000000000013 62.354500000000009 171.57300000000001 30.610000000000003 783.48000000000013 648.37500000000011 0 18.570293500000002 32.284500000000008 756.4475000000001 223.35100000000003 2022.5000000000002 194.03250000000003 18.826500000000003 177.87500000000003 751.80750000000012 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 8 3 5 17 6 7 -3 9 10 11 16 13 15 -15 -11 -1 -4 -10 right_child=-2 2 4 -5 -6 -7 -8 -9 18 12 -12 -13 -14 14 -16 -17 -18 -19 -20 leaf_value=0.11759921052437579 -0.61821692027543718 -0.038392323088822983 -0.39593903700510658 0.61742427595200078 -0.89630250435609082 -0.68012543976306916 0.41613638392090802 -0.3185799076068489 -0.20719561129808425 0.00012090911665603535 -0.29871066863720236 -0.27417692489624024 0.32650510214509504 0.63019136118334396 -0.24059505950572882 -0.074177309581513945 -0.1796389675140381 -0.0071894080550582318 -0.24708686038425992 leaf_weight=553 38 404 21 31 26 20 20 68 22 132095 26 25 31 43 43 676 24 27 35 leaf_count=553 38 404 21 31 26 20 20 68 22 132095 26 25 31 43 43 676 24 27 35 internal_value=0 -0.000220065 -0.0893456 -0.0429347 -0.429901 -0.0829174 -0.0586407 -0.0787583 0.000191623 0.000290617 0.0722573 0.0894794 -5.49148e-05 -0.000131116 0.194798 -0.000257378 0.105236 -0.177267 -0.23169 internal_weight=0 134190 617 543 74 512 492 472 133573 133516 628 602 132888 132857 86 132771 577 48 57 internal_count=134228 134190 617 543 74 512 492 472 133573 133516 628 602 132888 132857 86 132771 577 48 57 cat_boundaries=0 5 cat_threshold=2147483648 3 4 16809984 139840 is_linear=0 shrinkage=0.01 Tree=919 num_leaves=24 num_cat=6 split_feature=3 0 6 4 3 5 8 24 11 25 24 25 26 25 12 0 26 1 6 24 26 26 11 split_gain=142201 48257.2 95579.3 140515 85458.1 72753.9 46057.8 52250.9 30051.4 32541.2 213786 90858.1 160056 61964.7 32408.5 32048.2 159784 36387.9 17496.5 13690.6 8747.95 844.18 210.689 threshold=1048.2900000000002 242.89125000000004 13.504000000000001 79.720000000000013 62.354500000000009 171.57300000000001 30.610000000000003 0 648.37500000000011 1 2 3 2022.5000000000002 4 756.4475000000001 223.35100000000003 2022.5000000000002 194.03250000000003 177.87500000000003 5 2022.5000000000002 2022.5000000000002 751.80750000000012 decision_type=2 2 2 2 2 2 2 1 2 9 1 9 2 9 2 2 2 2 2 1 2 2 2 left_child=1 8 3 5 18 6 7 -3 9 10 11 12 -1 21 15 17 -17 -11 -4 -15 -13 -12 -10 right_child=-2 2 4 -5 -6 -7 -8 -9 22 14 13 20 -14 19 -16 16 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.20543188291882711 -0.61203473768736194 0.029821052568299429 -0.39197964463915141 0.61125003076368767 -0.8873394808860926 -0.67332417845726011 0.41197501847147944 -0.17857632330916673 -0.20512365501035346 0.00011970000908215794 0.093611041156338989 0.17776080673816158 0.9473603547943964 -0.044774667019337681 0.32324005658107419 0.62388945446457977 -0.23818911108859753 -0.073435536197348106 -0.0071174981858995222 -0.2061763517362076 -0.0048664955518863814 0.14456154147783914 -0.24461598750523159 leaf_weight=63 38 235 21 31 26 20 20 237 22 132095 71 51 54 103 31 43 43 676 27 172 54 60 35 leaf_count=63 38 235 21 31 26 20 20 237 22 132095 71 51 54 103 31 43 43 676 27 172 54 60 35 internal_value=0 -0.000217865 -0.0884522 -0.0425054 -0.425602 -0.0820882 -0.0580543 -0.0779707 0.000189707 0.000287711 0.0715347 0.314236 0.504722 -0.0655374 -5.43657e-05 -0.000129805 0.19285 -0.000254805 -0.175495 -0.149416 0.0765479 0.108653 -0.229373 internal_weight=0 134190 617 543 74 512 492 472 133573 133516 628 222 117 406 132888 132857 86 132771 48 275 105 131 57 internal_count=134228 134190 617 543 74 512 492 472 133573 133516 628 222 117 406 132888 132857 86 132771 48 275 105 131 57 cat_boundaries=0 1 6 7 12 17 18 cat_threshold=2886 2147483648 3 4 16809984 139840 1292 0 3 0 16777216 8192 2147483648 0 4 0 512 2192 is_linear=0 shrinkage=0.01 Tree=920 num_leaves=20 num_cat=5 split_feature=25 17 24 1 16 5 0 5 24 3 24 7 0 1 26 24 26 17 26 split_gain=80396.8 46467 37679.1 30257.1 29996.4 28844.9 180681 403357 133152 33064.5 197637 38016.1 12565.4 7475.89 5684.81 4247.08 714.084 221.598 9.70149 threshold=0 576.1975000000001 1 1066.3056000000001 756.4475000000001 120.129 309.85375000000005 242.64500000000001 2 336.88000000000005 3 657.87500000000011 155.78450000000004 53.072500000000012 2022.5000000000002 4 2022.5000000000002 751.80750000000012 2022.5000000000002 decision_type=9 2 1 2 2 2 2 2 1 2 1 2 2 2 2 1 2 2 2 left_child=2 3 14 4 5 9 8 -8 -7 11 -11 -2 13 15 -1 16 -4 -3 -17 right_child=1 17 12 -5 -6 6 7 -9 -10 10 -12 -13 -14 -15 -16 18 -18 -19 -20 leaf_value=-0.039337134141188404 0.00048948498721321709 -0.33825545787811279 -0.10789486165230092 -0.29334123565469467 -0.32086043279746485 0.2101278585558724 1.7354718067646027 -0.13821406090701069 -0.046628249722763852 0.23243560363671609 -0.30222704772987674 0.24619621279693785 -0.39850641059875486 -0.33219460582733157 0.083975011029026728 -0.17302542910856361 -0.071012847516334285 -0.29431696501645177 -0.16918193967323603 leaf_weight=65 132190 24 104 35 29 269 20 27 724 102 176 63 20 20 88 136 106 22 127 leaf_count=65 132190 24 104 35 29 269 20 27 724 102 176 63 20 20 88 136 106 22 127 internal_value=0 0.000532924 -0.108798 0.000642348 0.000719365 0.000789184 0.0532483 0.659099 0.0245725 0.000377526 -0.108566 0.00060653 -0.149866 -0.142819 0.0296496 -0.134812 -0.0852201 -0.317241 -0.1649 internal_weight=0 133681 666 133635 133600 133571 1040 47 993 132531 278 132253 513 493 153 473 210 46 263 internal_count=134347 133681 666 133635 133600 133571 1040 47 993 132531 278 132253 513 493 153 473 210 46 263 cat_boundaries=0 6 7 8 9 10 cat_threshold=1048576 1 0 16777216 33685504 8704 2051 1089 774 1808 is_linear=0 shrinkage=0.01 Tree=921 num_leaves=15 num_cat=2 split_feature=25 17 1 16 6 5 15 5 0 1 25 26 26 17 split_gain=78941.8 45516.6 32942 28971.8 28122.8 65176 47517.1 42385.3 298918 27944.1 9836.22 5282.58 2910.13 217.188 threshold=0 576.1975000000001 1066.3056000000001 756.4475000000001 295.12500000000006 186.22625000000002 11.295588 120.129 201.25000000000003 480.00160000000005 1 2022.5000000000002 2022.5000000000002 751.80750000000012 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=10 2 3 4 7 6 -6 9 -9 -2 11 -1 -12 -3 right_child=1 13 -4 -5 5 -7 -8 8 -10 -11 12 -13 -14 -15 leaf_value=-0.13337510752829779 0.00059782644337499848 -0.33487290382385254 -0.30191114604473113 -0.31009814821059506 -0.080282683012469505 -0.55187133603862359 0.4232357329130173 0.022110435776253965 0.75011857545375815 -0.13462502685247685 -0.16921304638321336 -0.051210786071725377 -0.2573136472937308 -0.29137379689650106 leaf_weight=157 132273 24 36 30 298 28 20 940 60 153 74 156 76 22 leaf_count=157 132273 24 36 30 298 28 20 940 60 153 74 156 76 22 internal_value=0 0.000438696 0.000546825 0.000628202 0.000697886 -0.0893408 -0.0486149 0.000931375 0.0657909 0.000441595 -0.128978 -0.0895628 -0.200485 -0.314069 internal_weight=0 133884 133838 133802 133772 346 318 133426 1000 132426 463 313 150 46 internal_count=134347 133884 133838 133802 133772 346 318 133426 1000 132426 463 313 150 46 cat_boundaries=0 6 12 cat_threshold=1048576 1 0 16777216 131072 8704 0 1 0 0 0 8704 is_linear=0 shrinkage=0.01 Tree=922 num_leaves=16 num_cat=2 split_feature=25 17 1 16 5 0 5 1 22 0 25 0 26 26 17 split_gain=77440.8 44636.3 29041.9 28828.4 27768.9 173970 395133 96935.4 27968.6 29335.1 15867.3 13602.3 4523.66 2852.21 212.866 threshold=0 576.1975000000001 1066.3056000000001 756.4475000000001 120.129 309.85375000000005 242.64500000000001 166.69750000000002 266.84000000000009 309.85375000000005 1 155.78450000000004 2022.5000000000002 2022.5000000000002 751.80750000000012 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=10 2 3 4 8 7 -7 -6 9 -2 11 12 -1 -12 -3 right_child=1 14 -4 -5 5 6 -8 -9 -10 -11 13 -13 -14 -15 -16 leaf_value=-0.11897577432485727 0.00056424892647492179 -0.3315241654713949 -0.28738870510864739 -0.31455084838743869 -0.0018253420054335126 1.7120813039541245 -0.14240424253322462 0.40053764089941979 0.37429830312728885 -0.088125196466630792 -0.16752091584978879 0.17734225654602051 -0.05857567479691831 -0.2547405087634137 -0.28846006480130282 leaf_weight=247 132137 24 35 29 929 20 27 64 20 374 74 20 249 76 22 leaf_count=247 132137 24 35 29 929 20 27 64 20 374 74 20 249 76 22 internal_value=0 0.000523127 0.000630375 0.000705829 0.000774275 0.0522456 0.646739 0.0241074 0.000370368 0.000313931 -0.106779 -0.0768546 -0.088654 -0.19848 -0.310928 internal_weight=0 133681 133635 133600 133571 1040 47 993 132531 132511 666 516 496 150 46 internal_count=134347 133681 133635 133600 133571 1040 47 993 132531 132511 666 516 496 150 46 cat_boundaries=0 6 12 cat_threshold=1048576 1 0 16777216 33685504 8704 0 1 0 0 33554432 8704 is_linear=0 shrinkage=0.01 Tree=923 num_leaves=15 num_cat=3 split_feature=25 17 1 16 17 3 5 4 24 25 26 26 17 26 split_gain=75924.1 43723.1 31682.1 27832 27612 30299.5 246837 32517.6 9589.14 1875.43 1861.13 272.928 208.63 38.2715 threshold=0 576.1975000000001 1066.3056000000001 756.4475000000001 407.74900000000008 336.88000000000005 293.31000000000006 71.921962500000021 1 2 2022.5000000000002 2022.5000000000002 751.80750000000012 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 1 9 2 2 2 2 left_child=8 2 3 4 5 7 -7 -2 13 10 -10 -11 -3 -1 right_child=1 12 -4 -5 -6 6 -8 -9 9 11 -12 -13 -14 -15 leaf_value=-0.043108837828040127 0.000278224410461319 -0.32820893287658692 -0.29608169053991634 -0.30393698259194696 0.27020727007012618 -0.02271668712979787 -1.1446818079267229 0.044244108005938393 -0.14587104762227912 -0.19205866065892305 -0.082591654445443835 -0.21749667241249554 -0.2855754590034485 -0.031128925124804183 leaf_weight=48 131713 24 36 30 38 296 21 1704 95 88 91 81 22 60 leaf_count=48 131713 24 36 30 38 296 21 1704 95 88 91 81 22 60 internal_value=0 0.000430239 0.000536216 0.000616022 0.000684322 0.000607738 -0.0970425 0.000839756 -0.126488 -0.153129 -0.109049 -0.19284 -0.307819 -0.0333641 internal_weight=0 133884 133838 133802 133772 133734 317 133417 463 355 186 169 46 108 internal_count=134347 133884 133838 133802 133772 133734 317 133417 463 355 186 169 46 108 cat_boundaries=0 6 7 13 cat_threshold=1048576 1 0 16777216 131072 8704 2051 1048576 1 0 0 0 512 is_linear=0 shrinkage=0.01 Tree=924 num_leaves=19 num_cat=5 split_feature=25 17 24 1 16 4 0 25 0 25 0 1 26 26 24 26 17 26 split_gain=74626.3 42877.7 36675.4 27874.8 27706 28186.6 270000 135730 68326 26857.3 12540.1 7291.54 7207.79 5524.54 4291.75 675.008 204.478 7.42877 threshold=0 576.1975000000001 1 1066.3056000000001 756.4475000000001 71.921962500000021 542.34225000000004 2 542.34225000000004 3 155.78450000000004 53.072500000000012 2022.5000000000002 2022.5000000000002 4 2022.5000000000002 751.80750000000012 2022.5000000000002 decision_type=9 2 1 2 2 2 2 9 2 9 2 2 2 2 1 2 2 2 left_child=2 3 13 4 5 8 7 -7 9 -2 11 14 -10 -1 15 -4 -3 -16 right_child=1 16 10 -5 -6 6 -8 -9 12 -11 -12 -13 -14 -15 17 -17 -18 -19 leaf_value=-0.036307198597834663 0.15595472954414988 -0.32492683410644529 -0.10338506804062771 -0.28155398857593539 -0.30836597317765502 0.23150385395562562 1.1958355464935304 -0.010923225609132567 -0.15203482385034917 0.00033911658787091897 -0.39362050199508669 -0.32521746730804446 -0.29281621802033803 0.085254175690087405 -0.16783810215837813 -0.067526369401306477 -0.28271970987319944 -0.16447480674803724 leaf_weight=65 101 24 104 35 29 264 20 1470 81 131569 20 20 66 88 136 106 22 127 leaf_count=65 101 24 104 35 29 264 20 1470 81 131569 20 20 66 88 136 106 22 127 internal_value=0 0.000513559 -0.10482 0.000618672 0.000692595 0.000759696 0.0405829 0.0272582 0.000229795 0.000470355 -0.145317 -0.138192 -0.215243 0.0315485 -0.130284 -0.0814084 -0.304741 -0.160126 internal_weight=0 133681 666 133635 133600 133571 1754 1734 131817 131670 513 493 147 153 473 210 46 263 internal_count=134347 133681 666 133635 133600 133571 1754 1734 131817 131670 513 493 147 153 473 210 46 263 cat_boundaries=0 6 7 13 18 19 cat_threshold=1048576 1 0 16777216 33685504 8704 2051 0 131104 536876032 2147483648 16777216 134217728 0 0 0 65536 8192 1808 is_linear=0 shrinkage=0.01 Tree=925 num_leaves=15 num_cat=3 split_feature=3 2 1 25 24 26 25 26 0 0 5 0 26 26 split_gain=143154 114248 78131.5 67410.7 187708 378926 83363.5 54464.4 49060.2 55656.6 25906.9 5982.65 12118.1 189.134 threshold=1048.2900000000002 1048.2900000000002 1066.3056000000001 0 1 2022.5000000000002 2 2022.5000000000002 643.62800000000016 542.34225000000004 1066.3056000000001 1083.9006000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 1 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 13 -8 9 10 -5 12 -10 -6 right_child=-2 -3 -4 8 6 -7 7 -9 11 -11 -12 -13 -14 -15 leaf_value=-0.036461483460885506 -0.67923442794430644 0.59783731669187545 -0.45312575214787537 -0.00013427339457913555 -0.15597901269009237 1.198636434622433 0.36656034037873553 -0.019762851953920392 0.25661846609115602 -0.37789788412742126 0.32180841968059543 0.33189026371125252 -0.013027126407623291 -0.17800803868472578 leaf_weight=54 31 32 38 133472 76 46 74 72 50 39 25 31 25 80 leaf_count=54 31 32 38 133472 76 46 74 72 50 39 25 31 25 80 internal_value=0 0.000394196 0.00025161 0.000380137 0.128097 0.483349 -0.00125804 0.16476 -1.36227e-05 -0.000184329 -7.39831e-05 0.215036 0.166737 -0.157199 internal_weight=0 134114 134082 134044 402 100 302 146 133642 133536 133497 106 75 156 internal_count=134145 134114 134082 134044 402 100 302 146 133642 133536 133497 106 75 156 cat_boundaries=0 5 6 11 cat_threshold=2147483648 262146 4 16777216 8256 1284 0 2 0 16777216 8192 is_linear=0 shrinkage=0.01 Tree=926 num_leaves=11 num_cat=0 split_feature=3 2 1 0 0 16 4 26 0 0 split_gain=140306 111974 76576.7 33231.5 54765.5 25798 23745.3 5149.76 1560.8 389.704 threshold=1048.2900000000002 1048.2900000000002 1066.3056000000001 643.62800000000016 542.34225000000004 756.4475000000001 1066.3056000000001 2022.5000000000002 783.48000000000013 1083.9006000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 -5 -10 right_child=-2 -3 -4 8 7 -7 -8 -9 9 -11 leaf_value=0.00046994687320010397 -0.67244210535480142 0.59185902386903766 -0.44859448884662834 0.12254255707671004 -0.25626608067750928 -0.29287083333730701 -0.28570854556971581 -0.48319694805145263 0.17721075302845724 0.22375848606654575 leaf_weight=133832 31 32 38 41 20 30 29 20 37 35 leaf_count=133832 31 32 38 41 20 30 29 20 37 35 internal_value=0 0.000390254 0.000249094 0.000376336 0.000231709 0.000342236 0.000407948 -0.369732 0.171793 0.199838 internal_weight=0 134114 134082 134044 133931 133891 133861 40 113 72 internal_count=134145 134114 134082 134044 133931 133891 133861 40 113 72 is_linear=0 shrinkage=0.01 Tree=927 num_leaves=15 num_cat=4 split_feature=3 2 1 25 24 26 25 26 0 0 25 0 26 26 split_gain=137514 109746 75052.8 66084.2 183946 371414 81698 53390.5 47319.9 53466.5 22023.6 5809.42 11866.3 184.621 threshold=1048.2900000000002 1048.2900000000002 1066.3056000000001 0 1 2022.5000000000002 2 2022.5000000000002 643.62800000000016 542.34225000000004 3 1083.9006000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 1 2 9 2 2 2 9 2 2 2 left_child=1 2 3 4 5 -1 13 -8 9 10 -5 12 -10 -6 right_child=-2 -3 -4 8 6 -7 7 -9 11 -11 -12 -13 -14 -15 leaf_value=-0.036134292461253978 -0.66571767099442025 0.58594035506248476 -0.44410854615663226 -0.014620367411523285 -0.15441565212450528 1.1866606317395749 0.36292473132545888 -0.01957068153553539 0.25253164691925051 -0.37039249790020479 0.0010573933047756338 0.3263337609075731 -0.014297222709655761 -0.17618025977909565 leaf_weight=54 31 32 38 9649 76 46 74 72 50 39 123848 31 25 80 leaf_count=54 31 32 38 9649 76 46 74 72 50 39 123848 31 25 80 internal_value=0 0.000386351 0.000246603 0.000372573 0.126826 0.478501 -0.0012265 0.163124 -1.72936e-05 -0.000184945 -7.67921e-05 0.211184 0.163589 -0.155602 internal_weight=0 134114 134082 134044 402 100 302 146 133642 133536 133497 106 75 156 internal_count=134145 134114 134082 134044 402 100 302 146 133642 133536 133497 106 75 156 cat_boundaries=0 5 6 11 17 cat_threshold=2147483648 262146 4 16777216 8256 1284 0 2 0 16777216 8192 1073889344 1075986432 2164318210 441516040 176720000 1048710 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=111976 82534.8 53038.3 213355 365604 73501.1 45624.9 73268.6 23888 24906.6 5522.94 12107.7 13140.7 1046.27 threshold=1048.2900000000002 1066.3056000000001 0 1 2022.5000000000002 2022.5000000000002 643.62800000000016 542.34225000000004 1066.3056000000001 543.53000000000009 1083.9006000000002 2022.5000000000002 783.48000000000013 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=-0.035636586156384702 0.58267179778127964 -0.45987650993542795 -5.4781024011686739e-05 0.10668504514755346 1.1312228847503663 -0.33175955524444584 0.074358830866606343 -0.3735988430749802 0.30298374856893834 -0.18113631954318599 0.31559703558683394 -0.016045629336283757 0.39963196789776839 -0.47466103148460392 leaf_weight=58 33 39 133561 78 50 75 23 21 26 76 32 26 27 20 leaf_count=58 33 39 133561 78 50 75 23 21 26 76 32 26 27 20 internal_value=0 8.67674e-05 0.000220564 0.139977 0.461815 -0.101598 -6.24856e-05 -0.000228446 -9.87962e-05 -0.000157763 0.205391 0.158989 0.250006 -0.422897 internal_weight=0 134112 134073 261 108 153 133812 133704 133663 133637 108 76 50 41 internal_count=134145 134112 134073 261 108 153 133812 133704 133663 133637 108 76 50 41 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 4 26 0 0 split_gain=134726 105411 72029.1 31011.1 51424 25536 23292.2 4985.59 1381.77 364.424 threshold=1048.2900000000002 1048.2900000000002 1066.3056000000001 643.62800000000016 542.34225000000004 756.4475000000001 1066.3056000000001 2022.5000000000002 783.48000000000013 1083.9006000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 -5 -10 right_child=-2 -3 -4 8 7 -7 -8 -9 9 -11 leaf_value=0.00046076552944671967 -0.65893845465875445 0.57425428867340089 -0.43506869742744847 0.11961785729338484 -0.24663015449047088 -0.29138653948903087 -0.28297399257791456 -0.46991444325447085 0.17046417390978014 0.21547686113630021 leaf_weight=133832 31 32 38 41 20 30 29 20 37 35 leaf_count=133832 31 32 38 41 20 30 29 20 37 35 internal_value=0 0.000380148 0.000243187 0.000366593 0.000226881 0.000333983 0.000399361 -0.358272 0.165957 0.192345 internal_weight=0 134114 134082 134044 133931 133891 133861 40 113 72 internal_count=134145 134114 134082 134044 133931 133891 133861 40 113 72 is_linear=0 shrinkage=0.01 Tree=930 num_leaves=18 num_cat=5 split_feature=18 7 5 4 0 3 4 24 25 24 25 2 25 5 26 2 4 split_gain=71063.3 47625.2 35598.2 32504.7 51117.2 120183 76234 42828.1 31459.8 90591.6 74701.4 48306.2 32978.1 32573.7 23154.3 10004.7 48.0403 threshold=650.90000000000009 657.87500000000011 9.3037500000000026 783.48000000000013 309.85375000000005 35.292500000000011 96.800000000000011 0 1 2 3 1048.2900000000002 4 316.16700000000009 2022.5000000000002 12.987 1066.3056000000001 decision_type=2 2 2 2 2 2 2 1 9 1 9 2 9 2 2 2 2 left_child=1 3 -3 4 8 6 7 -6 9 10 -1 13 -11 -10 -5 -7 -16 right_child=-2 2 -4 14 5 15 -8 -9 11 12 -12 -13 -14 -15 16 -17 -18 leaf_value=0.034527338785184943 -0.51308067039207172 -0.12295769590884448 -0.60629330754280086 -0.028427943789958957 0.14114058235944327 -0.46689649562040964 -0.63774999981834779 -0.089008307670091477 -0.00039833488778242291 -0.15389342727224811 0.28001789488111223 0.39462206748224077 0.012382906848734075 0.10854933790672909 0.36269139702618119 -0.76973245763778697 0.34189806323051453 leaf_weight=274 27 64 20 25 108 24 21 248 132392 143 235 31 540 275 20 20 25 leaf_count=274 27 64 20 25 108 24 21 248 132392 143 235 31 540 275 20 20 25 internal_value=0 -1.36835e-06 -0.238038 0.000147425 3.51467e-05 -0.109982 -0.0522608 -0.0177235 0.000381082 0.0513104 0.151079 -8.02665e-05 -0.0241488 -0.000172502 0.21558 -0.604549 0.35114 internal_weight=0 134465 84 134381 134311 421 377 356 133890 1192 509 132698 683 132667 70 44 45 internal_count=134492 134465 84 134381 134311 421 377 356 133890 1192 509 132698 683 132667 70 44 45 cat_boundaries=0 1 7 8 14 19 cat_threshold=2624 1048576 67371010 0 285278336 134361600 8192 1828 1048576 262144 0 268435456 4608 8192 0 67108866 0 0 139264 is_linear=0 shrinkage=0.01 Tree=931 num_leaves=14 num_cat=1 split_feature=18 7 5 4 5 5 1 7 17 25 14 26 4 split_gain=69649.2 46677.5 34889.8 31857.8 34838.3 34248.4 335482 134447 34904.9 33173.6 23765.3 22693.6 47.0843 threshold=650.90000000000009 657.87500000000011 9.3037500000000026 783.48000000000013 1066.3056000000001 336.19875000000008 126.32950000000001 24.122500000000006 230.55000000000004 0 149.52094000000002 2022.5000000000002 1066.3056000000001 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 3 -3 4 5 8 7 -7 9 -1 -10 -5 -13 right_child=-2 2 -4 11 -6 6 -8 -9 10 -11 -12 12 -14 leaf_value=0.05889367449770392 -0.5079498657473811 -0.12172811396420002 -0.60023037874698637 -0.028143645668029786 -0.34652847324979719 -0.068314346873862022 1.32661952881586 0.75245013150301843 -0.18361856212923605 -0.00034802357859573668 0.17485113961356027 0.35906448180973527 0.33847908000946042 leaf_weight=942 27 64 20 25 29 215 21 22 155 132906 21 20 25 leaf_count=942 27 64 20 25 29 215 21 22 155 132906 21 20 25 internal_value=0 -1.18734e-06 -0.235657 0.000146119 3.49627e-05 0.000109808 0.115214 0.00787476 -0.000111772 7.32837e-05 -0.140847 0.213424 0.347628 internal_weight=0 134465 84 134381 134311 134282 258 237 134024 133848 176 70 45 internal_count=134492 134465 84 134381 134311 134282 258 237 134024 133848 176 70 45 cat_boundaries=0 6 cat_threshold=1048576 67371010 0 16842880 134361664 8192 is_linear=0 shrinkage=0.01 Tree=932 num_leaves=31 num_cat=8 split_feature=18 0 6 4 5 8 24 3 6 25 24 25 24 3 26 25 26 5 24 1 3 1 1 10 17 26 3 25 5 26 split_gain=68263.2 29992.4 149000 119405 134530 64144.1 74229.1 49692.3 27476.1 24497.2 58436.5 46369.9 61984.7 39560.3 36416.3 29639 29287.9 24378.1 225918 179365 260869 34463.2 34366.5 32234.4 26057.1 18957 17797.7 10338.4 4473.28 2319.91 threshold=650.90000000000009 242.89125000000004 55.104960000000013 79.720000000000013 171.57300000000001 10.886250000000002 0 91.078750000000014 246.34000000000003 1 2 3 4 242.64500000000001 2022.5000000000002 5 2022.5000000000002 316.16700000000009 6 9.0515000000000025 8.3632500000000025 15.577650000000002 1066.3056000000001 440.18000000000006 230.55000000000004 2022.5000000000002 39.44700000000001 7 783.48000000000013 2022.5000000000002 decision_type=2 2 2 2 2 2 1 2 2 9 1 9 1 2 2 9 2 2 1 2 2 2 2 2 2 2 2 9 2 2 left_child=1 9 3 4 5 6 -3 8 -4 10 11 16 29 15 -14 25 -1 22 19 20 -19 28 23 24 -11 -12 -25 -17 -20 -13 right_child=-2 2 7 -5 -6 -7 -8 -9 -10 17 13 12 14 -15 -16 27 -18 18 21 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=0.14697682362336378 -0.50287036745636549 0.14657460728995234 -0.5797593137492304 0.51718349740291258 -0.82182100266218183 0.43369480406415878 -0.12828966221204652 -0.93716499710083012 -0.085439284172925081 -9.1130965260604794e-05 0.27224403486413473 -0.034546496247251833 0.28225491050287344 -0.45387374424934385 0.053747223943903827 -0.11485217949406046 0.47122391088803611 0.0031710535867346657 -0.068319990510987763 1.2963699164390565 1.2538882210141136 -0.4990381796543415 0.33810786541302995 -0.11047826641549667 -0.12940873729876984 0.025559254993091928 -0.43839242696762087 -0.011753064687231763 -0.2039960615662858 -0.10371165723216777 leaf_weight=52 27 129 23 39 22 29 333 20 22 131904 59 96 141 20 138 112 60 81 101 20 21 26 30 96 156 66 20 519 32 98 leaf_count=52 27 129 23 39 22 29 333 20 22 131904 59 96 141 20 138 112 60 81 101 20 21 26 30 96 156 66 20 519 32 98 internal_value=0 -1.13187e-06 -0.0695619 -0.0162359 -0.0567883 -0.0225098 -0.0511461 -0.522422 -0.338092 0.000319523 0.0423731 0.117061 0.0698444 -0.0147042 0.163374 -0.00328046 0.294395 -0.000115671 0.0929278 0.397848 0.260672 -0.156232 -0.000313441 -0.000390253 -0.000243891 0.131476 -0.167015 -0.031559 -0.100964 -0.0660794 internal_weight=0 134465 617 552 513 491 462 65 45 133848 1361 585 473 776 279 756 112 132487 281 122 102 159 132206 132176 132060 125 116 631 133 194 internal_count=134492 134465 617 552 513 491 462 65 45 133848 1361 585 473 776 279 756 112 132487 281 122 102 159 132206 132176 132060 125 116 631 133 194 cat_boundaries=0 1 7 8 13 14 20 21 27 cat_threshold=2114 1048576 67371010 0 285278336 134750786 8352 812 0 2 0 16842752 8192 260 0 262144 0 0 512 8224 2125 0 67108866 0 0 0 128 is_linear=0 shrinkage=0.01 Tree=933 num_leaves=14 num_cat=1 split_feature=18 7 5 4 5 5 24 1 3 2 5 3 4 split_gain=66904.8 45485 34023.2 31183 33927.2 33185.4 363807 152850 24936.9 25081 22589.2 18239.2 1236.88 threshold=650.90000000000009 657.87500000000011 9.3037500000000026 783.48000000000013 1066.3056000000001 336.19875000000008 0 5.1060000000000008 650.90000000000009 70.64500000000001 254.90500000000003 21.474750000000004 1066.3056000000001 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 3 -3 4 5 8 7 -7 10 -10 -1 -8 -5 right_child=-2 2 -4 12 -6 6 11 -9 9 -11 -12 -13 -14 leaf_value=0.00013556142376386249 -0.49784166706932914 -0.12012228130362929 -0.59264445388317111 0.16789723077241114 -0.34196747586131099 0.39740589653903791 -0.17447754589840769 1.3658806812763213 -0.076565284971837649 -0.46437686852046417 -0.13329483420536742 -0.48617431402206424 0.2520022279686398 leaf_weight=133795 27 64 20 34 29 88 128 20 81 21 127 22 36 leaf_count=133795 27 64 20 34 29 88 128 20 81 21 127 22 36 internal_value=0 -1.2012e-06 -0.232628 0.000144211 3.42385e-05 0.000108098 0.113412 0.527876 -0.000110015 -0.156409 9.02762e-06 -0.206431 0.211151 internal_weight=0 134465 84 134381 134311 134282 258 108 134024 102 133922 150 70 internal_count=134492 134465 84 134381 134311 134282 258 108 134024 102 133922 150 70 cat_boundaries=0 1 cat_threshold=589 is_linear=0 shrinkage=0.01 Tree=934 num_leaves=23 num_cat=3 split_feature=18 0 6 4 5 8 24 3 6 25 3 9 9 1 3 6 25 0 9 6 9 9 split_gain=65573.3 29371.7 146033 116883 131545 62863.7 72831.8 48609.7 27006 24071.1 108572 55843.1 166603 45654.3 48393.3 167523 211429 33757.9 32997.4 32685.7 3973.62 269.189 threshold=650.90000000000009 242.89125000000004 55.104960000000013 79.720000000000013 171.57300000000001 10.886250000000002 0 91.078750000000014 246.34000000000003 1 782.62500000000011 215.97850000000003 150.51452500000002 1066.3056000000001 145.10250000000005 295.12500000000006 2 232.94400000000005 78.735000000000014 657.87500000000011 553.50000000000011 333.22462000000002 decision_type=2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 9 3 4 5 6 -3 8 -4 10 11 12 18 14 17 16 -16 19 -1 -11 21 -13 right_child=-2 2 7 -5 -6 -7 -8 -9 -10 13 -12 20 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 leaf_value=0.016478159492238017 -0.4928632494696864 0.14522722235686489 -0.57444658424543305 0.51170942514370654 -0.81266603030941709 0.42935650355856991 -0.1270362345939475 -0.92736643934249885 -0.084372840740463959 -0.0013906199753504491 -0.70190002486819314 -0.19297466921930512 0.87019992054804518 0.43529567569494249 0.22551747645814341 0.7621677769983517 -0.096135941878932291 0.30911285032544816 0.2691382849216461 -0.24978052586598218 -0.38416149061918264 -0.23986155479550364 leaf_weight=8668 27 129 23 39 22 29 333 20 22 124057 21 24 23 24 354 34 458 35 52 53 20 25 leaf_count=8668 27 129 23 39 22 29 333 20 22 124057 21 24 23 24 354 34 458 35 52 53 20 25 internal_value=0 -1.18915e-06 -0.0688384 -0.0160462 -0.056168 -0.0222719 -0.0506209 -0.517166 -0.334855 0.00031613 0.0162605 0.0179904 0.0202268 -0.000811662 -0.000895465 0.0744804 0.0456856 -0.00140912 0.0179848 -0.00149669 -0.265379 -0.216897 internal_weight=0 134465 617 552 513 491 462 65 45 133848 8833 8812 8743 125015 124991 846 812 124145 8720 124110 69 49 internal_count=134492 134465 617 552 513 491 462 65 45 133848 8833 8812 8743 125015 124991 846 812 124145 8720 124110 69 49 cat_boundaries=0 1 7 12 cat_threshold=2114 34865152 604241923 33822976 293933184 134754882 67117232 32768 4128 17408 0 16777216 is_linear=0 shrinkage=0.01 Tree=935 num_leaves=14 num_cat=2 split_feature=9 25 3 7 0 12 2 1 25 0 9 26 26 split_gain=108386 72034.7 92161.5 39472.9 116470 90530.8 54242.2 46442.8 38799.6 48110.5 7715.72 5400.22 4396.74 threshold=783.98480000000006 0 1048.2900000000002 276.13500000000005 223.35100000000003 49.041000000000004 1048.2900000000002 99.922600000000003 1 1083.9006000000002 1023.8910000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 9 2 2 2 2 left_child=1 12 3 6 5 7 8 -5 11 -10 -2 -3 -1 right_child=10 2 -4 4 -6 -7 -8 -9 9 -11 -12 -13 -14 leaf_value=-0.12404900919157884 -0.33599315166473387 0.070518134844864855 0.52129841047174796 -0.064653377669832007 -0.74827591529259307 0.42031305154164633 0.39449959455217631 -0.44727866517172921 0.00040133824255682093 0.394395280807249 -0.58463885674109828 0.14874958849534756 -0.20320162504911424 leaf_weight=145 24 191 34 267 26 36 35 36 132952 31 26 164 136 leaf_count=145 24 191 34 267 26 36 35 36 132952 31 26 164 136 internal_value=0 0.000385441 0.000727244 0.000594954 -0.103256 -0.0537853 0.000879161 -0.110114 0.000775839 0.000493146 -0.465289 0.103737 -0.156778 internal_weight=0 134053 133772 133738 365 339 133373 303 133338 132983 50 355 281 internal_count=134103 134053 133772 133738 365 339 133373 303 133338 132983 50 355 281 cat_boundaries=0 5 9 cat_threshold=2147483648 0 0 16842752 8192 0 262146 4 134250496 is_linear=0 shrinkage=0.01 Tree=936 num_leaves=17 num_cat=2 split_feature=9 3 2 1 3 11 24 13 11 24 13 18 26 5 9 13 split_gain=106229 62299.9 29334.7 56052.4 78694.4 59033 60470.3 36034.4 63937.2 29832.8 24964.1 23576.1 17733.8 16769.4 7562.18 5566.37 threshold=783.98480000000006 1048.2900000000002 783.48000000000013 311.36400000000009 127.48600000000002 9.3700000000000028 0 147.53613000000004 148.01500000000001 1 130.10750000000004 484.61250000000007 2022.5000000000002 8.7187500000000018 1023.8910000000002 142.17232500000003 decision_type=2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 left_child=1 2 3 7 5 6 -5 10 9 -9 11 -1 -4 -10 -2 -12 right_child=14 -3 12 4 -6 -7 -8 8 13 -11 15 -13 -14 -15 -16 -17 leaf_value=0.00066117151939052202 -0.33263321096698439 0.41632501946555245 0.020161952683419894 0.073825268287658688 -0.56489787227577637 0.36646325043269562 -0.20647667002839012 0.036574708915693796 -0.27089448251724241 -0.12245741013867921 0.27420636045627106 0.24347390618920325 0.32682570685039869 -0.65938468968868247 -0.57879246409122753 0.078057574863019202 leaf_weight=132942 24 36 33 115 36 28 212 219 25 241 39 40 44 20 26 23 leaf_count=132942 24 36 33 115 36 28 212 219 25 241 39 40 44 20 26 23 internal_value=0 0.000381587 0.000269855 0.000157679 -0.119399 -0.0742217 -0.111956 0.000507713 -0.0838045 -0.0486113 0.00082774 0.000734208 0.195398 -0.443557 -0.460636 0.201441 internal_weight=0 134053 134017 133940 391 355 327 133549 505 460 133044 132982 77 45 50 62 internal_count=134103 134053 134017 133940 391 355 327 133549 505 460 133044 132982 77 45 50 62 cat_boundaries=0 1 2 cat_threshold=1348 3148 is_linear=0 shrinkage=0.01 Tree=937 num_leaves=18 num_cat=0 split_feature=9 3 7 11 12 7 5 2 1 8 3 13 11 13 9 7 9 split_gain=104115 61060.2 41368.7 50669.5 223245 55357.2 46471.8 45940.5 30987.1 67229.7 66563.3 20986.3 38961.1 24433.5 20141.2 15098.1 7411.69 threshold=783.98480000000006 1048.2900000000002 276.13500000000005 9.3700000000000028 51.813750000000006 550.05000000000007 62.185000000000009 1048.2900000000002 311.36400000000009 27.296500000000005 127.48600000000002 147.53613000000004 148.01500000000001 130.10750000000004 9.2947500000000023 783.98480000000006 1023.8910000000002 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 -4 8 11 10 -10 13 -13 -1 -5 -7 -2 right_child=16 -3 3 14 -6 15 -8 -9 9 -11 -12 12 -14 -15 -16 -17 -18 leaf_value=0.00086414859696649991 -0.32930688743789993 0.41216182602776419 -0.09878100471241133 -0.2392059588432312 0.91375446623021905 -0.46488435188929239 0.3399968276705061 0.35773967901865639 -0.097401515437290073 0.3403763078920769 -0.69205895984172827 -0.038833968650758936 -0.37242720139654062 0.19942707292495235 -0.64373909521102901 -0.20861299613688855 -0.57300452672518221 leaf_weight=132694 24 36 175 32 22 45 28 36 320 33 20 445 38 62 20 47 26 leaf_count=132694 24 36 175 32 22 45 28 36 320 33 20 445 38 62 20 47 26 internal_value=0 0.000377608 0.000266994 -0.105469 -0.0580087 -0.130479 -0.0382599 0.00055893 0.000462692 -0.0905556 -0.132381 0.000717496 -0.0650794 0.000956882 -0.394796 -0.333963 -0.45603 internal_weight=0 134053 134017 369 317 295 203 133648 133612 373 340 133239 483 132756 52 92 50 internal_count=134103 134053 134017 369 317 295 203 133648 133612 373 340 133239 483 132756 52 92 50 is_linear=0 shrinkage=0.01 Tree=938 num_leaves=17 num_cat=5 split_feature=9 25 3 7 2 6 24 4 25 24 7 24 17 9 26 26 split_gain=102043 70603.8 87449.3 37734.2 51548.9 48282.8 54871.7 44968.9 38069.5 86125.8 33643.8 28308 24636.8 7264.2 2884.79 1901.92 threshold=783.98480000000006 0 1048.2900000000002 276.13500000000005 1048.2900000000002 225.07500000000002 1 160.61250000000001 2 3 657.87500000000011 4 515.65075000000013 1023.8910000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 1 2 9 1 2 1 2 2 2 2 left_child=1 11 3 4 8 6 10 -8 9 -3 -5 14 -10 -2 -1 -13 right_child=13 2 -4 5 -6 -7 7 -9 12 -11 -12 15 -14 -15 -16 -17 leaf_value=0.024820521672566733 -0.32601380959153176 0.32090752664159555 0.50780048763050756 0.025151997386635126 0.38458509608677455 -0.51625546638782216 -0.10645971553747734 -0.54012740007153259 0.00039622315471259627 -0.0065125112901092044 0.4411956804532271 -0.21849989541552284 0.22022791329552147 -0.56727449086996229 -0.07669846560738304 -0.28565142978856595 leaf_weight=57 24 112 34 77 35 26 209 27 132932 243 26 88 51 26 55 81 leaf_count=57 24 112 34 77 35 26 209 27 132932 243 26 88 51 26 55 81 internal_value=0 0.000373832 0.000712224 0.000583361 0.000861238 -0.100954 -0.0691024 -0.14973 0.000760514 0.102748 0.118653 -0.155221 0.000480494 -0.451469 -0.0229807 -0.23668 internal_weight=0 134053 133772 133738 133373 365 339 236 133338 355 103 281 132983 50 112 169 internal_count=134103 134053 133772 133738 133373 365 339 236 133338 355 103 281 132983 50 112 169 cat_boundaries=0 5 6 10 11 12 cat_threshold=2147483648 0 0 16842752 8192 1098 0 262146 4 134250496 1124 1101 is_linear=0 shrinkage=0.01 Tree=939 num_leaves=17 num_cat=4 split_feature=9 25 3 7 11 12 7 2 25 24 24 17 9 9 26 26 split_gain=100013 69199 85709 36983.5 50528.7 217623 52905 50523.1 37375.4 84550.2 27744.7 24146.5 19569.4 7119.64 2827.38 1864.07 threshold=783.98480000000006 0 1048.2900000000002 276.13500000000005 9.3700000000000028 51.813750000000006 550.05000000000007 1048.2900000000002 1 2 3 515.65075000000013 9.2947500000000023 1023.8910000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 9 1 1 2 2 2 2 2 left_child=1 10 3 7 5 6 -5 8 9 -3 14 -10 -6 -2 -1 -12 right_child=13 2 -4 4 12 -7 -8 -9 11 -11 15 -13 -14 -15 -16 -17 leaf_value=0.024572323748939917 -0.32275366956988971 0.31796149535257306 0.50272250007180608 -0.034264460847300678 -0.23524372957646847 0.9070055480436845 -0.32599086018734513 0.38073928124564033 0.00039226079682777966 -0.0064499594430207268 -0.21631489412351088 0.21802563414854162 -0.63399381017684941 -0.56160175928702727 -0.075931483962319121 -0.28279491622506836 leaf_weight=57 24 112 34 201 32 22 90 35 132932 243 88 51 20 26 55 81 leaf_count=57 24 112 34 201 32 22 90 35 132932 243 88 51 20 26 55 81 internal_value=0 0.000370328 0.000705337 0.000577762 -0.0999449 -0.0519879 -0.124489 0.000852861 0.000753145 0.101807 -0.153669 0.000475689 -0.388609 -0.446955 -0.0227509 -0.234313 internal_weight=0 134053 133772 133738 365 313 291 133373 133338 355 281 132983 52 50 112 169 internal_count=134103 134053 133772 133738 365 313 291 133373 133338 355 281 132983 52 50 112 169 cat_boundaries=0 5 9 10 11 cat_threshold=2147483648 0 0 16842752 8192 0 262146 4 134250496 1124 1101 is_linear=0 shrinkage=0.01 Tree=940 num_leaves=20 num_cat=3 split_feature=2 25 26 13 0 7 12 6 25 0 5 24 7 4 18 0 1 1 6 split_gain=70726.1 40619.2 36439.5 33618 67698 52484.8 342059 83053.3 67378.7 45495.9 479252 79858.5 44813.1 43358.3 41358.4 39842.7 47493.5 33158.1 29476.6 threshold=1048.2900000000002 0 2022.5000000000002 147.53613000000004 155.78450000000004 187.26000000000002 147.97550000000004 259.31250000000006 1 290.96350000000007 120.129 2 99.361000000000004 1066.3056000000001 484.61250000000007 6.9775000000000009 126.32950000000001 8.7187500000000018 77.552000000000007 decision_type=2 9 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 left_child=1 2 -1 5 15 9 7 8 -7 13 11 -11 -6 14 -3 16 18 -17 -5 right_child=-2 3 -4 4 12 6 -8 -9 -10 10 -12 -13 -14 -15 -16 17 -18 -19 -20 leaf_value=-0.0029157157850937107 -0.4202107367515564 0.00026876676217201851 -0.31325452181660096 -0.082348203152498037 -0.15928673461727474 0.22565076032589221 1.1548028051442114 0.61477718710899354 -0.046889947264743367 0.20862583734533366 1.2804341571033002 -0.085261350901069122 -0.80651561951637263 -0.42490085283915202 -0.34353081171853206 0.49133109867572783 0.33840095795117892 -0.059984641075134279 -0.46740342730567569 leaf_weight=71 40 132716 81 373 23 106 29 24 407 126 32 279 20 24 35 24 26 20 21 leaf_count=71 40 132716 81 373 23 106 29 24 407 126 32 279 20 24 35 24 26 20 21 internal_value=0 0.000345932 -0.157905 0.000536778 -0.0807388 0.000844842 0.096937 0.0398083 0.0129091 0.000436559 0.102303 0.00921626 -0.460323 0.000101288 0.000178123 -0.0455618 -0.0755546 0.240733 -0.102871 internal_weight=0 134437 152 134285 507 133778 566 537 513 133212 437 405 43 132775 132751 464 420 44 394 internal_count=134477 134437 152 134285 507 133778 566 537 513 133212 437 405 43 132775 132751 464 420 44 394 cat_boundaries=0 5 8 9 cat_threshold=0 0 4 0 8192 4194816 0 17408 1346 is_linear=0 shrinkage=0.01 Tree=941 num_leaves=21 num_cat=0 split_feature=2 13 3 7 12 6 0 8 0 5 3 4 4 18 8 18 3 2 0 10 split_gain=69318.8 33562.2 72621.9 49362 336657 82018.2 40812 58408.1 37053.8 477066 107017 80970 52079.9 47528.9 35199.9 44322.9 55956.2 37880.7 29090.5 10035.5 threshold=1048.2900000000002 147.53613000000004 199.59643500000001 187.26000000000002 147.97550000000004 259.31250000000006 223.35100000000003 172.50000000000003 290.96350000000007 120.129 1048.2900000000002 120.129 1066.3056000000001 484.61250000000007 99.006000000000014 78.72375000000001 44.385000000000012 26.039500000000004 783.48000000000013 12.718000000000002 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 14 8 5 6 7 -5 10 11 12 18 13 -1 15 16 17 -3 -10 -16 right_child=-2 2 -4 4 -6 -7 -8 -9 9 -11 -12 -13 -14 -15 19 -17 -18 -19 -20 -21 leaf_value=0.00026645501281382647 -0.4160086441040039 -0.095183934784597815 -0.54969353091332229 0.0021692579148080331 1.143254782906894 0.60862940788269049 -0.4108322917331349 0.46476541519165038 0.0082433614269830299 1.2676297879219056 -0.61821198599679128 0.60501465990429837 -0.44743272946431084 -0.36313483330938551 -0.17586571991443634 0.43551868808269506 0.46982018560171129 0.34117101306007025 -0.21550512177843445 -0.49265401259064673 leaf_weight=132825 40 378 31 464 29 24 22 29 320 32 28 21 26 36 20 20 20 21 71 20 leaf_count=132825 40 378 31 464 29 24 22 29 320 32 28 21 26 36 20 20 20 21 71 20 internal_value=0 0.000342697 -0.0806256 0.000651028 0.0936759 0.0372051 0.0105756 0.0293808 0.000254818 0.091456 -4.98375e-05 0.000102718 8.04125e-05 0.000167988 -0.0502684 -0.0243922 -0.0463449 -0.0722179 -0.0323862 -0.33426 internal_weight=0 134437 510 133927 568 539 515 493 133359 444 132915 412 132887 132861 479 439 419 399 391 40 internal_count=134477 134437 510 133927 568 539 515 493 133359 444 132915 412 132887 132861 479 439 419 399 391 40 is_linear=0 shrinkage=0.01 Tree=942 num_leaves=23 num_cat=2 split_feature=25 26 13 0 3 26 7 16 0 4 25 0 8 0 1 7 1 1 1 7 3 26 split_gain=50294.8 36803.9 32649.7 65839.6 54521.7 58785.1 43685 39569.7 44886.1 39172.6 189267 122498 110168 52587 39613.1 33266.6 32491.7 31430.8 25707.3 43210.6 17090.3 888.1 threshold=0 2022.5000000000002 147.53613000000004 155.78450000000004 782.62500000000011 2022.5000000000002 99.361000000000004 167.97000000000003 6.9775000000000009 65.427500000000009 1 332.15050000000008 257.37000000000006 783.48000000000013 1066.3056000000001 187.26000000000002 8.7187500000000018 177.74775000000002 254.90500000000003 202.63000000000002 57.417500000000011 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 7 9 -6 -5 8 17 13 11 12 -11 14 15 -2 -10 20 19 -12 -4 -15 right_child=2 -3 3 6 5 -7 -8 -9 16 10 18 -13 -14 21 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.021096050086086744 -0.0002876455931702255 -0.32892444286899397 -0.10372535966855569 -0.15669014076175897 -0.14900752514600754 0.50969579617182414 -0.79572030591964715 0.37922966162363686 0.48628539904952051 0.13556141525734425 -0.031834311780803926 0.9188565995476462 0.88989435243606563 -0.3114003451211112 0.36343575684229534 0.083114200120481346 -0.059462149620056151 0.26921815590424969 -0.31227974630171257 0.30251645522564652 -0.40407858800888063 -0.23964042211280148 leaf_weight=73 131304 83 359 23 20 42 20 21 24 606 1148 22 20 35 30 480 20 22 31 40 20 34 leaf_count=73 131304 83 359 23 20 42 20 21 24 606 1148 22 20 35 30 480 20 22 31 40 20 34 internal_value=0 -0.173739 0.0004316 -0.0795069 0.000735706 0.297211 -0.453913 -0.0449587 -0.0649766 0.000598275 0.0460831 0.182618 0.159662 -4.56307e-05 9.88429e-05 1.61309e-05 0.238218 -0.0982448 -0.0277671 -0.0205767 -0.119575 -0.27604 internal_weight=0 156 134321 509 133812 62 43 466 445 133750 1867 648 626 131883 131814 131784 44 401 1219 1188 379 69 internal_count=134477 156 134321 509 133812 62 43 466 445 133750 1867 648 626 131883 131814 131784 44 401 1219 1188 379 69 cat_boundaries=0 5 10 cat_threshold=0 0 4 0 8192 536904704 1050656 675288064 2147483648 16777216 is_linear=0 shrinkage=0.01 Tree=943 num_leaves=13 num_cat=4 split_feature=2 25 10 26 13 24 0 25 25 0 4 10 split_gain=68050.8 38817.8 35387.9 34964.5 31599.3 27038 130609 69017.4 47309.1 85673.8 64899.4 10838.6 threshold=1048.2900000000002 0 638.18750000000011 2022.5000000000002 751.80750000000012 1 542.34225000000004 2 3 783.48000000000013 440.18000000000006 747.99000000000012 decision_type=2 9 2 2 2 1 2 9 9 2 2 2 left_child=1 3 4 -1 5 6 7 -3 10 -10 -7 -4 right_child=-2 2 11 -5 -6 8 -8 -9 9 -11 -12 -13 leaf_value=-0.002524315118789673 -0.41218861675262453 0.071916782632396578 0.42234823270277544 -0.30651724091834492 -0.30898854333342929 0.021805214137944604 -0.70467315603185587 -0.012583070481121877 0.00029563731234744393 0.45203581097580142 0.41115774510904801 0.14061556895573935 leaf_weight=71 40 1003 22 81 33 9737 27 21195 102147 42 43 36 leaf_count=71 40 1003 22 81 33 9737 27 21195 102147 42 43 36 internal_value=0 0.000337204 0.000523771 -0.154365 0.0004171 0.000493186 -0.00957942 -0.00873828 0.00249316 0.000481257 0.0234931 0.24748 internal_weight=0 134437 134285 152 134227 134194 22225 22198 111969 102189 9780 58 internal_count=134477 134437 134285 152 134227 134194 22225 22198 111969 102189 9780 58 cat_boundaries=0 5 6 12 18 cat_threshold=0 0 4 0 8192 2176 2181038464 1024 8208 444596224 32769 8705 2152726528 69339907 33837312 823165056 168432194 16512 is_linear=0 shrinkage=0.01 Tree=944 num_leaves=16 num_cat=5 split_feature=2 25 10 26 24 0 25 25 0 3 0 3 1 24 10 split_gain=66696.6 38045.3 34683.6 34268.7 26481 127984 67849.8 58213.4 46300.6 300856 204846 92504.3 77761.6 22293.9 10622.9 threshold=1048.2900000000002 0 638.18750000000011 2022.5000000000002 1 542.34225000000004 2 3 8.0855000000000015 544.35000000000002 8.161500000000002 1048.2900000000002 1066.3056000000001 4 747.99000000000012 decision_type=2 9 2 2 1 2 9 9 2 2 2 2 2 1 2 left_child=1 3 4 -1 5 6 13 -8 11 10 -10 12 -6 -3 -4 right_child=-2 2 14 -5 8 -7 7 -9 9 -11 -12 -13 -14 -15 -16 leaf_value=-0.0024990544520633322 -0.40806671237945558 0.13573233545566019 0.41812477892095395 -0.3034520693693632 0.00080792851764233413 -0.69762642065684011 -0.054419698772366368 -0.0056207114815095263 0.71997168745313378 1.1016528556897089 0.01935746772581903 -0.59562213127429675 0.60938595425514952 0.025531256810697931 0.13920941167407566 leaf_weight=71 40 393 22 81 105341 27 2805 18637 42 26 6541 26 21 368 36 leaf_count=71 40 393 22 81 105341 27 2805 18637 42 26 6541 26 21 368 36 internal_value=0 0.000333876 0.000518578 -0.152821 0.000412973 -0.00955422 -0.00872179 -0.0120269 0.00239197 0.0280676 0.0238274 0.000782052 0.000929226 0.0834643 0.245005 internal_weight=0 134437 134285 152 134227 22230 22203 21442 111997 6609 6583 105388 105362 761 58 internal_count=134477 134437 134285 152 134227 22230 22203 21442 111997 6609 6583 105388 105362 761 58 cat_boundaries=0 5 6 12 18 19 cat_threshold=0 0 4 0 8192 2176 2181038464 1024 8208 444596224 32768 8705 4243456 1179921 1107312896 1096319104 33558530 134217728 2048 is_linear=0 shrinkage=0.01 Tree=945 num_leaves=17 num_cat=3 split_feature=4 18 7 0 9 3 3 25 24 9 0 4 7 24 3 9 split_gain=70863.4 50665.9 52763.4 96038.6 49488.8 988048 73409.3 72390 167013 46227.1 57595.3 41341.5 33380.8 23618.5 11621.1 5641.04 threshold=1066.3056000000001 747.99000000000012 276.13500000000005 223.35100000000003 362.49400000000003 223.35100000000003 782.62500000000011 0 1 162.20850000000004 14.594500000000002 1.1950000000000003 260.15900000000005 2 1048.2900000000002 783.98480000000006 decision_type=2 2 2 2 2 2 2 9 1 2 2 2 2 1 2 2 left_child=1 2 4 9 6 11 7 8 -1 10 13 15 -9 -4 -8 -6 right_child=-2 -3 3 -5 5 -7 14 12 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.42692471333132448 -0.4317294278113466 0.50344912028312683 0.036321170947573207 -0.73394084970156359 -0.1192049214626671 2.262440315246582 -0.19863769853437269 -8.101395290249704e-05 -0.040060560766815537 -0.45148996551831566 0.38361018789225609 0.32148669197445828 0.32293624559417367 -0.15708712200456787 -0.45473974059609812 -0.26843409760431813 leaf_weight=121 38 20 101 24 109 20 37 133392 187 30 29 21 32 158 34 33 leaf_count=121 38 20 101 24 109 20 37 133392 187 30 29 21 32 158 34 33 internal_value=0 0.000168038 9.3105e-05 -0.123958 0.000409746 0.164745 0.000184987 0.000355656 0.151054 -0.0779214 -0.039008 -0.0926407 -3.54223e-06 -0.0863281 -0.321278 -0.153885 internal_weight=0 134348 134328 342 133986 183 133803 133732 308 318 288 163 133424 259 71 142 internal_count=134386 134348 134328 342 133986 183 133803 133732 308 318 288 163 133424 259 71 142 cat_boundaries=0 5 6 7 cat_threshold=0 262144 4 16777216 139264 1476 1364 is_linear=0 shrinkage=0.01 Tree=946 num_leaves=17 num_cat=4 split_feature=4 2 18 7 2 25 24 26 10 2 25 24 3 26 7 10 split_gain=69453.3 100270 49627.5 46925.3 77191.5 51291 192168 176357 51009.5 41527.1 37440.2 33957.6 51931.2 27934.4 8826.36 5906.19 threshold=1066.3056000000001 1048.2900000000002 747.99000000000012 276.13500000000005 60.492500000000007 0 1 2022.5000000000002 638.18750000000011 211.13750000000002 2 3 5.6142500000000011 2022.5000000000002 657.87500000000011 747.99000000000012 decision_type=2 2 2 2 2 9 1 2 2 2 9 1 2 2 2 2 left_child=1 2 3 5 11 6 7 -1 10 -6 -7 14 -13 -8 -5 -10 right_child=-2 -3 -4 4 9 8 13 -9 15 -11 -12 12 -14 -15 -16 -17 leaf_value=0.10095587653773171 -0.42741213580495435 -0.49428818958561593 0.49841465687751774 -0.15728610983233393 -0.7721397462844849 -0.1226255979250756 0.040156193603704003 0.91380251082719544 0.42398275938901037 -0.17643165371634745 0.00035782647678398366 -0.0286802115563504 0.51053472185134885 -0.22412925059659572 -0.37223301944732667 0.21707945834945988 leaf_weight=56 38 41 20 81 25 238 81 51 22 22 133383 167 20 79 25 37 leaf_count=56 38 41 20 81 25 238 81 51 22 22 133383 167 20 79 25 37 internal_value=0 0.000166556 0.000317498 0.000243314 -0.117088 0.000541138 0.136476 0.446645 0.000259406 -0.493298 0.000129623 -0.0567403 0.0275183 -0.0850209 -0.190052 0.29423 internal_weight=0 134348 134307 134287 340 133947 267 107 133680 47 133621 293 187 160 106 59 internal_count=134386 134348 134307 134287 340 133947 267 107 133680 47 133621 293 187 160 106 59 cat_boundaries=0 5 6 11 12 cat_threshold=0 0 4 16777216 8192 1444 0 2 0 134283264 64 689 is_linear=0 shrinkage=0.01 Tree=947 num_leaves=19 num_cat=4 split_feature=4 2 6 5 0 25 25 24 26 26 24 9 3 3 6 26 26 6 split_gain=68071.1 98274.2 48767.6 167098 68509.6 52722.9 51263.1 107798 165353 75003.3 42103.6 37799.6 676980 138795 11217.8 982.78 801.115 262.334 threshold=1066.3056000000001 1048.2900000000002 546.86500000000012 79.77300000000001 12.987 0 1 2 2022.5000000000002 2022.5000000000002 3 362.49400000000003 232.66575000000003 1048.2900000000002 1043.5418000000002 2022.5000000000002 2022.5000000000002 783.98480000000006 decision_type=2 2 2 2 2 9 9 1 2 2 1 2 2 2 2 2 2 2 left_child=1 2 5 4 14 10 7 8 -7 -9 16 13 -13 -8 17 -12 -1 -4 right_child=-2 -3 3 -5 -6 6 11 9 -10 -11 15 12 -14 -15 -16 -17 -18 -19 leaf_value=-0.29207745065494461 -0.42313801764657627 -0.48934531235113377 -0.21443473065892857 0.9291939620018006 0.53209657764434815 0.019355692333645293 6.364039118404583e-05 0.16651666151298272 0.75605332678404913 -0.24535028105211812 0.00019342882292611258 -0.067657018788836218 1.8804683716297148 -0.68019767061869307 0.077597971677780153 -0.052427324387762278 -0.34817081409805228 -0.16926425552368166 leaf_weight=49 38 41 36 25 20 63 133428 91 59 86 70 165 20 30 20 72 53 20 leaf_count=49 38 41 36 25 20 63 133428 91 59 86 70 165 20 30 20 72 53 20 internal_value=0 0.000164799 0.000314232 0.200982 0.0113433 0.000133284 0.000406197 0.12906 0.347171 -0.0318027 -0.143803 0.000108725 0.142951 -8.92754e-05 -0.125697 -0.0247449 -0.292543 -0.198302 internal_weight=0 134348 134307 121 96 134186 133942 299 122 177 244 133643 185 133458 76 142 102 56 internal_count=134386 134348 134307 121 96 134186 133942 299 122 177 244 133643 185 133458 76 142 102 56 cat_boundaries=0 5 10 11 12 cat_threshold=0 2 0 134283264 64 0 262144 4 16777216 8192 1414 1063 is_linear=0 shrinkage=0.01 Tree=948 num_leaves=17 num_cat=2 split_feature=4 18 7 0 9 3 3 25 9 0 4 7 5 3 25 9 split_gain=66716.5 48648.1 50952.8 93857.1 47937.3 955479 70879.2 68947.7 45606.4 56533.2 40504.4 32715.6 13620.7 10832.5 7324.97 5549.91 threshold=1066.3056000000001 747.99000000000012 276.13500000000005 223.35100000000003 362.49400000000003 223.35100000000003 782.62500000000011 0 162.20850000000004 14.594500000000002 1.1950000000000003 260.15900000000005 109.12700000000002 1048.2900000000002 1 783.98480000000006 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 left_child=1 2 4 8 6 10 7 14 9 12 15 -9 -4 -8 -1 -6 right_child=-2 -3 3 -5 5 -7 13 11 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.20368925238988414 -0.41890663222262731 0.49332039833068847 -0.062992857621372245 -0.72482960740725211 -0.11719067974785052 2.2249712860584259 -0.19728935451120944 -7.9868997901485757e-05 -0.4473556062777837 0.3810508833260372 0.31894479320162822 0.3197026606462896 -0.32866858300708585 -0.44454847588258634 0.084343169781373822 -0.26520951245770308 leaf_weight=151 38 20 238 24 109 20 37 133392 30 29 21 32 21 34 157 33 leaf_count=151 38 20 238 24 109 20 37 133392 30 29 21 32 21 34 157 33 internal_value=0 0.000163151 8.97255e-05 -0.121814 0.000400886 0.16214 0.000179679 0.00034738 -0.0763036 -0.0376523 -0.0909684 -3.17311e-06 -0.0845341 -0.315695 0.147419 -0.151589 internal_weight=0 134348 134328 342 133986 183 133803 133732 318 288 163 133424 259 71 308 142 internal_count=134386 134348 134328 342 133986 183 133803 133732 318 288 163 133424 259 71 308 142 cat_boundaries=0 5 10 cat_threshold=0 262144 4 16777216 139264 0 0 4 0 8192 is_linear=0 shrinkage=0.01 Tree=949 num_leaves=16 num_cat=2 split_feature=4 2 7 5 24 2 5 5 3 7 24 7 7 7 13 split_gain=65388.9 96252 41143.6 37690.3 452597 101420 53067.3 49434 37862.2 23424.2 32696.8 62045 33751 31996.3 29388.7 threshold=1066.3056000000001 1048.2900000000002 1043.5418000000002 336.19875000000008 0 13.504000000000001 1066.3056000000001 650.90000000000009 166.42500000000004 276.13500000000005 1 657.87500000000011 657.87500000000011 260.15900000000005 638.18750000000011 decision_type=2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 left_child=1 2 3 9 5 7 8 -5 -6 13 11 -11 -12 14 -1 right_child=-2 -3 -4 4 6 -7 -8 -9 -10 10 12 -13 -14 -15 -16 leaf_value=0.00016957738325047161 -0.41471756685721245 -0.48428571887132599 -0.39001479320504046 1.0535391408789392 -0.18246587310247361 0.1652950221520883 0.27592948434145553 0.48641554090787059 -0.64444772294163699 -0.061208210384303872 -0.11396905830877412 0.54373667353675481 -0.48003023715813953 0.31650563348084687 0.24765386492013933 leaf_weight=133604 38 41 27 51 157 27 23 22 20 88 157 21 30 32 48 leaf_count=133604 38 41 27 51 157 27 23 22 20 88 157 21 30 32 48 internal_value=0 0.000161734 0.000309622 0.000388105 0.11235 0.626315 -0.16757 0.882625 -0.234667 0.000137408 -0.0887226 0.0506903 -0.163929 0.00033416 0.000258459 internal_weight=0 134348 134307 134280 300 100 200 73 177 133980 296 109 187 133684 133652 internal_count=134386 134348 134307 134280 300 100 200 73 177 133980 296 109 187 133684 133652 cat_boundaries=0 1 2 cat_threshold=581 1348 is_linear=0 shrinkage=0.01 Tree=950 num_leaves=20 num_cat=3 split_feature=3 25 1 3 26 11 0 0 1 25 17 5 17 1 26 1 25 26 26 split_gain=164701 57510.9 47309.3 80787.5 55386.1 90647.9 39119.9 26267.2 29284.3 25134.9 56905.2 45980.2 31193.7 29465.6 17917.9 6813.77 4400.54 16286.7 4504.54 threshold=1048.2900000000002 0 437.49875000000003 199.59643500000001 2022.5000000000002 9.3700000000000028 783.48000000000013 121.97500000000001 650.90000000000009 1 220.11199999999999 364.99000000000007 576.1975000000001 311.36400000000009 2022.5000000000002 543.20000000000016 2 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 left_child=1 16 6 4 7 15 9 8 -4 10 11 -3 13 -11 -8 -6 18 -18 -1 right_child=-2 2 3 -5 5 -7 14 -9 -10 12 -12 -13 -14 -15 -16 -17 17 -19 -20 leaf_value=-0.28405102060391352 0.69568715123569269 -0.016094494246494916 -0.011391037106513978 0.70441397874251654 -0.11207993004057143 0.51131272888183599 0.071371160114512722 0.55138559477669857 0.34577026020396839 0.00097557526392991287 0.40486367240548132 -0.35170308998445188 -0.31643678542106385 -0.14851069649060569 0.3914835177858671 -0.30725257401196465 -0.0058020164120581846 -0.19559169958938252 -0.15638977943840673 leaf_weight=52 34 9454 48 23 27 20 34 21 44 124130 32 41 31 132 36 53 93 88 59 leaf_count=52 34 9454 48 23 27 20 34 21 44 124130 32 41 31 132 36 53 93 88 59 internal_value=0 -0.00040026 -8.98555e-05 0.141371 0.0805724 -0.0908429 -0.000339206 0.232267 0.159425 -0.000462833 -0.016108 -0.0175437 0.000737594 0.00081678 0.236 -0.241382 -0.138243 -0.0929406 -0.198328 internal_weight=0 134418 134126 236 213 100 133890 113 92 133820 9527 9495 124293 124262 70 80 292 181 111 internal_count=134452 134418 134126 236 213 100 133890 113 92 133820 9527 9495 124293 124262 70 80 292 181 111 cat_boundaries=0 6 12 17 cat_threshold=0 262144 0 65536 8704 8192 134219778 1091126288 8528256 13631496 38797467 135348226 0 0 0 65536 8192 is_linear=0 shrinkage=0.01 Tree=951 num_leaves=14 num_cat=3 split_feature=3 25 4 25 17 5 9 17 5 3 6 25 5 split_gain=161424 56366.4 39397.5 23903.8 84496.2 67953 46992.2 44382.2 38707.7 57743.1 33851 4312.97 359.465 threshold=1048.2900000000002 0 1066.3056000000001 1 220.11199999999999 336.19875000000008 112.53600000000002 576.1975000000001 364.99000000000007 78.735000000000014 657.87500000000011 2 441.68000000000006 decision_type=2 9 2 9 2 2 2 2 2 2 2 9 2 left_child=1 11 3 4 5 6 -3 8 10 -10 -5 -1 -7 right_child=-2 2 -4 7 -6 12 -8 -9 9 -11 -12 -13 -14 leaf_value=-0.19634440463436537 0.6887302202336929 -0.014376671282329714 0.36845441415392116 0.00078989301563351657 0.56168639736175541 -0.42087575501203539 -0.2140828364385913 -0.36044922155492443 0.21269851065375384 -0.22750047513801192 -0.2274754041983531 -0.092011207722868596 -0.366144221243759 leaf_weight=111 34 6505 29 127089 25 20 120 34 173 36 65 181 30 leaf_count=111 34 6505 29 127089 25 20 120 34 173 36 65 181 30 internal_value=0 -0.000396257 -8.89569e-05 -0.000168665 -0.0185648 -0.0207658 -0.017994 0.00080021 0.00089671 0.136875 0.000673206 -0.13686 -0.388037 internal_weight=0 134418 134126 134097 6700 6675 6625 127397 127363 209 127154 292 50 internal_count=134452 134418 134126 134097 6700 6675 6625 127397 127363 209 127154 292 50 cat_boundaries=0 6 12 17 cat_threshold=0 262144 0 65536 8704 8192 134219842 1090602000 8564864 13631624 38797465 134299650 0 0 0 65536 8192 is_linear=0 shrinkage=0.01 Tree=952 num_leaves=19 num_cat=1 split_feature=3 0 2 3 12 2 2 0 24 9 3 4 4 7 22 13 26 2 split_gain=158211 29395.1 22399.7 154249 279148 574803 114925 70725 69932.6 34110.2 31557.3 61976.5 45917.4 26201.6 22961.1 22643.5 7585.12 1297.73 threshold=1048.2900000000002 783.48000000000013 271.95250000000004 11.163000000000002 19.162500000000005 543.20000000000016 1048.2900000000002 11.040900000000002 0 1023.8910000000002 232.66575000000003 255.07275000000001 73.786500000000018 8.0402250000000013 288.94250000000005 751.80750000000012 2022.5000000000002 437.49875000000003 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 9 6 5 7 8 -5 17 10 14 12 -12 -10 15 -1 -3 -4 right_child=-2 16 3 4 -6 -7 -8 -9 13 -11 11 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.00050778895933759982 0.68184292512781486 0.090665934713263271 -0.13478860077491173 0.47610797148484452 -0.58821701526641845 2.1288853018624443 -0.59151050269603733 -0.31486874580383301 0.10524962448047109 0.36142236856313853 -0.083287400267301845 -0.56601203422546387 0.29340335183484217 0.46806446790695189 0.33827915573120115 -0.25133750872893468 0.28678105496778722 -0.20015858130496844 leaf_weight=133296 34 38 65 26 20 21 32 20 209 26 429 25 35 22 20 36 41 57 leaf_count=133296 34 38 65 26 20 21 32 20 209 26 429 25 35 22 20 36 41 57 internal_value=0 -0.000392509 -0.000505912 0.0682619 0.448548 0.75803 -0.0176728 0.132205 0.0343464 -0.000748379 -0.000818735 -0.0810051 -0.0548732 0.134002 -0.000524693 -0.000575514 0.192447 -0.152805 internal_weight=0 134418 134339 472 87 67 385 46 353 133867 133841 489 464 231 133352 133332 79 122 internal_count=134452 134418 134339 472 87 67 385 46 353 133867 133841 489 464 231 133352 133332 79 122 cat_boundaries=0 1 cat_threshold=1189 is_linear=0 shrinkage=0.01 Tree=953 num_leaves=17 num_cat=4 split_feature=3 25 24 1 24 3 4 25 17 5 17 5 1 1 1 1 split_gain=155063 55261 80284.6 46344.6 140252 179045 48985.8 22353.6 72468.2 43821.3 29971 23604.8 14247.5 9734.79 388.129 191.511 threshold=1048.2900000000002 0 1 437.49875000000003 2 9.3117500000000017 1066.3056000000001 3 220.11199999999999 364.99000000000007 576.1975000000001 783.48000000000013 789.60480000000007 789.60480000000007 543.20000000000016 543.20000000000016 decision_type=2 9 1 2 1 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 -1 6 13 12 7 8 9 -3 11 -9 15 14 -5 -6 right_child=-2 3 -4 4 5 -7 -8 10 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.086530651328837985 0.67502450494205246 -0.017524807293954441 -0.25478060193996332 -0.071437315429959986 0.09439332280840193 1.1679728724559149 0.4255706913382919 0.00072629401625929246 0.45756760984659195 -0.34536165020814757 -0.31032302641099502 -0.24533011282101655 0.37575415615112556 -0.24169317216407962 -0.026347889763968332 0.12948091316223145 leaf_weight=103 34 7355 189 42 28 24 27 126365 32 41 31 39 31 41 35 35 leaf_count=103 34 7355 189 42 28 24 27 126365 32 41 31 39 31 41 35 35 internal_value=0 -0.000388584 -0.135508 -8.43126e-05 0.139926 0.366051 -0.000331107 -0.000417011 -0.0172644 -0.0193422 0.000574086 0.000650377 0.200247 -0.108062 -0.0509421 0.113886 internal_weight=0 134418 292 134126 236 118 133890 133863 7428 7396 126435 126404 94 118 77 63 internal_count=134452 134418 292 134126 236 118 133890 133863 7428 7396 126435 126404 94 118 77 63 cat_boundaries=0 6 7 8 14 cat_threshold=0 262144 0 65536 8704 8192 2212 977 134350848 1094796304 8528256 13631488 38797467 134299654 is_linear=0 shrinkage=0.01 Tree=954 num_leaves=20 num_cat=3 split_feature=3 25 1 3 26 4 5 25 17 2 17 17 1 1 1 25 26 26 1 split_gain=151977 54206.3 45422.3 77934 54373.9 48011 31518.6 22902.8 70484.6 56501.7 29403.7 23492.4 11274.3 10483.2 6530.34 4308.03 15957 4408.53 1451.07 threshold=1048.2900000000002 0 437.49875000000003 199.59643500000001 2022.5000000000002 1066.3056000000001 7.9980000000000011 1 220.11199999999999 543.20000000000016 576.1975000000001 407.74900000000008 543.20000000000016 650.90000000000009 480.00160000000005 2 2022.5000000000002 2022.5000000000002 789.60480000000007 decision_type=2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 left_child=1 15 5 4 13 7 12 8 9 -3 11 -9 -6 14 -4 17 -17 -1 -15 right_child=-2 2 3 -5 6 -7 -8 10 -10 -11 -12 -13 -14 18 -16 16 -18 -19 -20 leaf_value=-0.27771830714665929 0.66827423263998598 -0.015911097008368916 0.27570070830258459 0.6915375755144203 -0.36668126178824378 0.42131499866644539 0.26403978252410887 0.00073801497442824648 0.45299192637205127 -0.51216516163038173 -0.30721979941091232 0.3203621254796567 -0.10438743559937728 0.26438412213325502 0.059209458577005485 -0.003447294132683867 -0.19130627082152799 -0.15142483292999914 0.37233085675673055 leaf_weight=52 34 9282 22 23 23 27 20 124472 32 23 31 23 57 20 38 93 88 59 33 leaf_count=52 34 9282 22 23 23 27 20 124472 32 23 31 23 57 20 38 93 88 59 33 internal_value=0 -0.000384824 -8.34694e-05 0.138527 0.0788123 -0.000327796 -0.0910296 -0.000412841 -0.0155099 -0.0171377 0.000720328 0.000797064 -0.179797 0.229115 0.13859 -0.134209 -0.0898196 -0.193185 0.331596 internal_weight=0 134418 134126 236 213 133890 100 133863 9337 9305 124526 124495 80 113 60 292 181 111 53 internal_count=134452 134418 134126 236 213 133890 100 133863 9337 9305 124526 124495 80 113 60 292 181 111 53 cat_boundaries=0 6 12 17 cat_threshold=0 262144 0 65536 8704 8192 134219840 17384464 8561024 13631496 38797467 135348226 0 0 0 65536 8192 is_linear=0 shrinkage=0.01 Tree=955 num_leaves=15 num_cat=0 split_feature=18 9 3 4 3 9 22 12 5 1 3 8 12 9 split_gain=55427 49353.9 461844 118485 74815.9 27205.1 21041.5 25872.1 26502.8 124568 23022 9304.47 5700.91 809.455 threshold=571.7600000000001 362.49400000000003 232.66575000000003 25.421000000000003 1048.2900000000002 783.98480000000006 181.03050000000002 648.37500000000011 210.73000000000002 161.49750000000009 364.63500000000005 15.456105000000003 944.45425000000012 442.89500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 5 6 11 7 8 10 -10 -1 13 -9 -3 right_child=-2 2 -4 -5 -6 -7 -8 12 9 -11 -12 -13 -14 -15 leaf_value=-0.00034173370765623986 -0.41016389369964601 -0.051219664759495687 1.4578462763627371 0.68161620866684691 -0.45012640837076545 -0.36896792815888629 -0.23263502255464211 -0.27626879578828811 0.022681320460992617 0.55558722044030828 -0.098371252313295077 0.13757111728191376 -0.072800175583078747 -0.11193475355003629 leaf_weight=133019 33 34 24 21 37 34 39 40 509 48 240 22 21 62 leaf_count=133019 33 34 24 21 37 34 39 40 509 48 240 22 21 62 internal_value=0 -0.000283695 0.157881 -0.0224614 -0.000516302 -0.119735 -0.000392078 -0.000324423 -0.000230564 0.068605 -0.000518285 -0.0479225 -0.206222 -0.0904315 internal_weight=0 134150 197 173 133953 152 133916 133877 133816 557 133259 118 61 96 internal_count=134183 134150 197 173 133953 152 133916 133877 133816 557 133259 118 61 96 is_linear=0 shrinkage=0.01 Tree=956 num_leaves=22 num_cat=3 split_feature=25 24 3 26 5 3 6 7 2 7 26 1 26 1 25 26 5 5 26 7 26 split_gain=76107.6 79041 49732.4 80185.7 35904.9 77393.4 38347.9 72998.2 82371.2 36620.3 35858.3 26665.2 46976 25094 23920.3 4725.42 3379.04 7820.37 3031.24 184.632 67.1275 threshold=0 1 782.62500000000011 2022.5000000000002 650.90000000000009 9.3117500000000017 442.27000000000004 92.530000000000015 3.4567500000000009 657.87500000000011 2022.5000000000002 650.90000000000009 2022.5000000000002 480.00160000000005 2 2022.5000000000002 783.48000000000013 1066.3056000000001 2022.5000000000002 783.98480000000006 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 10 4 -4 6 16 9 8 15 11 -1 13 -13 -2 20 -8 -6 -18 -16 -11 -3 right_child=2 14 3 -5 5 -7 7 -9 -10 19 -12 12 -14 -15 18 -17 17 -19 -20 -21 -22 leaf_value=0.23910466986317791 -0.00019837962217423823 -0.13776406844456993 -0.19066330668826897 0.53085269063018092 -0.050408460998535159 0.74816344308853144 -0.09628598465096383 -0.71675969839096065 0.41613835045269559 0.25267561287715518 -0.1023922950713361 0.38907191981871925 -0.040880566879555033 -0.18958526137896947 -0.35008078830582756 -0.22594057020720315 0.21790573914845784 -0.046337885345731467 -0.4591931795820875 0.21917135040226737 -0.15143116242090859 leaf_weight=62 133243 69 24 43 25 20 42 20 28 29 61 48 54 70 49 85 24 21 53 38 75 leaf_count=62 133243 69 24 43 25 20 42 20 28 29 61 48 54 70 49 85 24 21 53 38 75 internal_value=0 -0.141888 2.01646e-05 0.272399 -0.000116281 0.199552 -0.000250731 -0.148184 -0.0748199 -5.67841e-05 0.0645004 -0.000174162 0.16145 -0.000297823 -0.243571 -0.183063 0.0428062 0.094592 -0.370457 0.233673 -0.135474 internal_weight=0 369 133814 67 133747 90 133657 175 155 133482 123 133415 102 133313 246 127 70 45 102 67 144 internal_count=134183 369 133814 67 133747 90 133657 175 155 133482 123 133415 102 133313 246 127 70 45 102 67 144 cat_boundaries=0 5 6 11 cat_threshold=0 2 4 0 33685568 624 0 0 0 0 33554496 is_linear=0 shrinkage=0.01 Tree=957 num_leaves=20 num_cat=5 split_feature=25 24 3 26 18 26 6 4 25 24 7 4 1 25 7 6 26 6 26 split_gain=74593 77468.1 48742.7 78590 48563.9 35144.8 26123.3 28247.6 100395 130628 33567.7 31971.5 28797.7 23444.2 21442 11095.9 2970.92 2966.76 65.7916 threshold=0 1 782.62500000000011 2022.5000000000002 571.7600000000001 2022.5000000000002 657.87500000000011 71.921962500000021 2 3 657.87500000000011 73.786500000000018 172.67400000000001 4 783.98480000000006 1043.5418000000002 2022.5000000000002 783.98480000000006 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 9 1 2 2 2 9 2 2 2 2 2 left_child=1 5 4 -4 6 -1 7 10 9 -9 12 -10 -2 18 -12 17 -15 -8 -3 right_child=2 13 3 -5 -6 -7 15 8 11 -11 14 -13 -14 16 -16 -17 -18 -19 -20 leaf_value=0.23671361377162317 -0.00089792842845021214 -0.13638642508050669 -0.18875669730206329 0.52554411638614751 -0.38963527485728267 -0.10136837154138284 -0.19229608093538592 0.25030602565933452 0.33570622965693475 0.0072762844671956511 0.46961419443289437 -0.050734434531840351 0.060755901693750246 -0.34657998082589131 0.076782026634071812 -0.010859902523182056 -0.45460124675957658 -0.33871077289581303 -0.14991685003439587 leaf_weight=62 131093 69 24 43 32 61 31 384 22 517 24 797 762 49 33 27 53 25 75 leaf_count=62 131093 69 24 43 32 61 31 384 22 517 24 797 762 49 33 27 53 25 75 internal_value=0 -0.140469 1.9963e-05 0.269675 -0.000115118 0.0638554 -2.19002e-05 8.82557e-05 0.040352 0.112465 -0.000436743 -0.0398671 -0.000541626 -0.241136 0.242185 -0.177375 -0.366753 -0.25766 -0.13412 internal_weight=0 369 133814 67 133747 123 133715 133632 1720 901 131912 819 131855 246 57 83 102 56 144 internal_count=134183 369 133814 67 133747 123 133715 133632 1720 901 131912 819 131855 246 57 83 102 56 144 cat_boundaries=0 5 6 12 13 18 cat_threshold=0 2 4 0 33685568 624 838895104 1183776 675288128 2147483648 16777217 134217728 1856 0 0 0 0 33554496 is_linear=0 shrinkage=0.01 Tree=958 num_leaves=17 num_cat=2 split_feature=25 9 3 3 18 26 14 6 3 2 5 1 25 26 11 9 split_gain=73108.8 50890.2 448400 45958.9 45278.7 32515.1 32440.6 29024.3 90450.2 152193 27261.1 124446 27240.1 21595.7 18321.6 18568 threshold=0 362.49400000000003 232.66575000000003 1048.2900000000002 650.90000000000009 2022.5000000000002 49.170000000000009 442.27000000000004 52.107000000000006 3.4567500000000009 210.73000000000002 161.49750000000009 1 2022.5000000000002 21.474750000000004 783.98480000000006 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=13 3 5 4 7 -3 14 10 9 -9 12 -12 -2 -1 15 -7 right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 11 -13 -14 -15 -16 -17 leaf_value=-0.064442610767152575 0.039666944872532972 0.31927489607594906 1.4411902140577635 -0.36782511073000296 -0.45374725916168906 -0.12923662884533405 0.29461452484130862 -0.16244412072196604 -0.67337276568779569 0.77708847999572761 0.023018494412333442 0.55162111530498581 -0.00067971247725245822 -0.21749147846033334 0.12138076969168403 -0.46989811754226685 leaf_weight=180 1685 24 24 34 22 80 20 125 26 20 489 49 131174 189 22 20 leaf_count=180 1685 24 24 34 22 80 20 125 26 20 489 49 131174 189 22 20 internal_value=0 1.99557e-05 0.163563 -0.000212584 -0.000119023 -0.0211544 -0.0786917 -4.43062e-05 -0.130242 -0.0328534 0.000122593 0.0711626 -0.000165077 -0.139065 -0.139889 -0.197369 internal_weight=0 133814 190 133624 133590 166 142 133568 171 145 133397 538 132859 369 122 100 internal_count=134183 133814 190 133624 133590 166 142 133568 171 145 133397 538 132859 369 122 100 cat_boundaries=0 5 11 cat_threshold=0 2 4 0 33685568 1310720 67371009 4096 1090617472 134787584 8353 is_linear=0 shrinkage=0.01 Tree=959 num_leaves=18 num_cat=3 split_feature=25 9 3 4 3 18 9 1 25 5 1 25 4 0 26 8 9 split_gain=71654 49877.4 439476 94809.2 45044.4 44377.7 25196.8 22344.8 189209 289678 35982.2 34827.6 56468.8 49687.8 21166 9198.48 710.846 threshold=0 362.49400000000003 232.66575000000003 25.421000000000003 1048.2900000000002 650.90000000000009 783.98480000000006 46.726464000000014 1 364.99000000000007 480.00160000000005 2 1066.3056000000001 479.65650000000011 2022.5000000000002 15.456105000000003 442.89500000000004 decision_type=9 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 left_child=14 4 3 6 5 7 15 11 9 -9 -10 13 -13 -2 -1 16 -3 right_child=1 2 -4 -5 -6 -7 -8 8 10 -11 -12 12 -14 -15 -16 -17 -18 leaf_value=-0.063798183268970909 0.045253817283563771 -0.051010373011231423 1.426778347591559 0.59047938227653507 -0.3641468896585352 -0.44920978578654203 -0.37221432360013323 0.090734661297118116 -0.044570685442214833 1.2739231254940941 -0.25496940149658026 -0.0013882842910197246 0.47392114486694342 -0.41239458998044337 -0.21531656415886666 0.14253622685159956 -0.10920584884090502 leaf_weight=180 2062 32 24 22 34 22 30 1412 1237 21 87 128700 25 24 189 21 61 leaf_count=180 2062 32 24 22 34 22 30 1412 1237 21 87 128700 25 24 189 21 61 internal_value=0 1.97853e-05 0.161927 -0.0209428 -0.000210429 -0.000117804 -0.114355 -4.38339e-05 0.0281297 0.107325 -0.0579582 -0.000637624 -0.00129587 0.0397977 -0.137674 -0.0464967 -0.0891816 internal_weight=0 133814 190 166 133624 133590 144 133568 2757 1433 1324 130811 128725 2086 369 114 93 internal_count=134183 133814 190 166 133624 133590 144 133568 2757 1433 1324 130811 128725 2086 369 114 93 cat_boundaries=0 5 10 16 cat_threshold=0 2 4 0 33685568 314623492 537924608 138428672 4194340 16777218 1310720 67502081 4096 1090617472 537088 8353 is_linear=0 shrinkage=0.01 Tree=960 num_leaves=22 num_cat=5 split_feature=3 25 2 4 2 7 2 6 4 4 24 2 3 6 25 24 24 2 26 26 26 split_gain=44744.2 33010.7 36438.7 35990.7 35740.2 141907 40856 43615.1 36051 28570.3 18549 10843.9 9572.95 6623.22 3920.63 5234.28 3726.95 2303.28 1781.6 1687.68 365.831 threshold=1048.2900000000002 0 1048.2900000000002 93.065000000000012 362.49400000000003 187.26000000000002 311.36400000000009 482.64500000000004 650.90000000000009 96.800000000000011 1 74.402200000000008 15.582750000000003 8.3632500000000025 2 3 4 333.67962000000006 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 1 2 2 2 9 1 1 2 2 2 2 left_child=1 3 4 10 6 9 7 8 -3 13 16 14 -9 -6 15 -12 18 -8 -1 -16 -18 right_child=-2 2 -4 -5 5 -7 17 12 -10 -11 11 -13 -14 -15 19 -17 20 -19 -20 -21 -22 leaf_value=-0.0045013223801340374 0.33854861161647698 0.0002019778573253596 0.33240486029422639 0.321107088793879 -0.12342472029161519 0.69115521717071526 0.17189136917526657 -0.14525000057636051 0.19610825425608361 -0.46390418879687789 -0.18360723067075013 -0.34602944803237917 -0.37841951326245349 -0.31087793974649336 -0.02726331855356693 -0.076093805545493012 -0.029539948029951617 0.28071623313717725 0.073312348377320077 -0.090725254484198312 -0.065849936101585627 leaf_weight=56 39 132861 33 23 184 20 37 109 94 32 134 20 21 21 80 148 55 41 62 88 56 leaf_count=56 39 132861 33 23 184 20 37 109 94 32 134 20 21 21 80 148 55 41 62 88 56 internal_value=0 -0.000216977 0.000150367 -0.0671875 6.81984e-05 -0.117745 0.000295573 0.000161476 0.000340485 -0.186006 -0.0809252 -0.115724 -0.182916 -0.142627 -0.10806 -0.13172 -0.00426361 0.229094 0.0335413 -0.0571061 -0.0439033 internal_weight=0 134175 133453 722 133420 257 133163 133085 132955 237 699 470 130 205 450 282 229 78 118 168 111 internal_count=134214 134175 133453 722 133420 257 133163 133085 132955 237 699 470 130 205 450 282 229 78 118 168 111 cat_boundaries=0 6 7 13 14 15 cat_threshold=2147483648 67108865 4096 1073741824 134217728 32 664 0 1 4096 0 0 32 3105 640 is_linear=0 shrinkage=0.01 Tree=961 num_leaves=23 num_cat=4 split_feature=3 25 1 5 0 6 4 0 4 10 25 1 1 0 0 1 0 5 26 25 6 25 split_gain=43853.9 32388.2 38715 70905.5 81904.5 37503.5 46890.6 38862.2 35281 30728.4 32622.9 30718.3 46323.4 28094.9 15331.6 15239.3 13811.5 8854.66 5808.18 6078.08 3372.49 833.697 threshold=1048.2900000000002 0 437.49875000000003 64.831750000000014 24.245000000000005 482.64500000000004 1066.3056000000001 32.931500000000007 93.065000000000012 292.38750000000005 1 1066.3056000000001 480.00160000000005 139.33500000000001 144.79006000000001 59.998500000000007 185.76000000000002 92.995000000000019 2022.5000000000002 2 783.98480000000006 3 decision_type=2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 9 left_child=1 8 5 4 11 6 9 17 15 10 -3 12 -4 -11 -6 16 18 20 21 -20 -7 -1 right_child=-2 2 3 -5 14 7 -8 -9 -10 13 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 leaf_value=-0.026740467898589745 0.33516312947640053 0.054312040710745892 0.48904973910405086 0.55814750382394507 -0.48133809609846639 -0.2467083411774566 0.38896586125896826 0.21512181704694575 0.31789601699165676 -0.080429245103489269 -0.0002504761763109092 0.49805150327682496 0.014248964093169388 -0.47189452338218685 -0.13616334084541568 -0.30458395674310884 0.18839719724655152 -0.42998989309583396 -0.1637968756426546 -0.063537083564809069 -0.11750446965617518 -0.065365824709850834 leaf_weight=167 39 1095 26 33 22 58 31 22 23 220 131720 25 98 20 31 29 20 21 123 206 31 154 leaf_count=167 39 1095 26 33 22 58 31 22 23 220 131720 25 98 20 31 29 20 21 123 206 31 154 internal_value=0 -0.000215001 0.000148863 0.128389 0.0581806 -7.73442e-05 8.97555e-05 -0.168552 -0.0665511 -8.47365e-07 0.000203438 0.178275 0.113804 -0.113051 -0.279443 -0.0801531 -0.070439 -0.245286 -0.0784032 -0.10793 -0.201705 -0.0481404 internal_weight=0 134175 133453 235 202 133218 133086 132 722 133055 132815 149 124 240 53 699 670 110 650 329 89 321 internal_count=134214 134175 133453 235 202 133218 133086 132 722 133055 132815 149 124 240 53 699 670 110 650 329 89 321 cat_boundaries=0 6 11 14 20 cat_threshold=2147483648 67108865 4096 1073741824 134217728 32 0 262146 4 419954688 33694272 0 0 4096 2147483648 0 4096 0 0 32 is_linear=0 shrinkage=0.01 Tree=962 num_leaves=23 num_cat=5 split_feature=3 25 2 2 7 2 6 7 12 24 3 3 25 2 25 2 26 26 24 26 26 26 split_gain=42981.2 32248.1 35663.2 35100.1 139061 40013.4 42005.5 35022.3 32484.3 16806.4 9841.53 9389.05 8313.44 7645.48 3803.96 2254.61 1637.53 1445.24 267.935 1978.13 575.748 121.424 threshold=1048.2900000000002 0 1048.2900000000002 362.49400000000003 187.26000000000002 311.36400000000009 482.64500000000004 657.87500000000011 8.3668005000000019 1 94.590750000000014 15.582750000000003 2 54.625000000000007 3 333.67962000000006 2022.5000000000002 2022.5000000000002 4 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 1 2 2 9 2 9 2 2 2 1 2 2 2 left_child=1 9 3 5 8 6 7 -3 10 12 -5 -8 21 14 17 -7 -16 -11 19 -14 -20 -1 right_child=-2 2 -4 4 -6 15 11 -9 -10 13 -12 -13 18 -15 16 -17 -18 -19 20 -21 -22 -23 leaf_value=0.036090903141919303 0.33181147771003922 0.00022504865571096517 0.32885489377108484 -0.16931093964041494 0.68406814384460446 0.17013070054956383 -0.1421988284003434 0.22557662817015164 -0.55972722030821298 -0.013858815034230549 0.063559936523437499 -0.37311783923989256 -0.078494967661405873 -0.30589541971683504 -0.15947238662963112 0.2777996919213272 -0.10642756376646262 -0.083560333777282211 -0.051924372034252812 0.0028088357607050545 -0.097710855446363751 0.05472446468141344 leaf_weight=68 39 132866 33 196 20 37 109 69 21 60 20 21 57 20 120 41 113 59 53 63 57 72 leaf_count=68 39 132866 33 196 20 37 109 69 21 60 20 21 57 20 120 41 113 59 53 63 57 72 internal_value=0 -0.000213049 0.000154981 7.36801e-05 -0.11668 0.000299044 0.000166317 0.000342018 -0.184253 -0.0655145 -0.147749 -0.179501 -0.0163801 -0.112677 -0.104899 0.226726 -0.128243 -0.0446635 -0.0525782 -0.0330558 -0.0693459 0.042629 internal_weight=0 134175 133433 133400 257 133143 133065 132935 237 742 216 130 370 372 352 78 233 119 230 120 110 140 internal_count=134214 134175 133433 133400 257 133143 133065 132935 237 742 216 130 370 372 352 78 233 119 230 120 110 140 cat_boundaries=0 6 7 10 14 15 cat_threshold=2147483648 67108865 4608 1073741824 134217728 32 669 0 0 4096 2147483648 67108864 0 1073741824 536 is_linear=0 shrinkage=0.01 Tree=963 num_leaves=25 num_cat=4 split_feature=25 2 2 6 4 1 2 4 5 1 24 6 4 24 1 2 6 24 26 1 26 2 2 26 split_gain=35671.2 38069.6 52172.9 93622.4 65006.3 44360.3 39160.4 35293.4 30428.5 321484 166809 41726.9 39908.4 16963.8 13806.1 11446 10532.5 5676 3111.85 2665.54 2528.04 2232.32 2209.75 246.853 threshold=0 1048.2900000000002 362.49400000000003 162.20850000000004 102.82400000000001 34.620900000000013 311.36400000000009 93.065000000000012 336.19875000000008 172.67400000000001 1 482.64500000000004 1066.3056000000001 2 59.998500000000007 154.91865000000004 783.98480000000006 3 2022.5000000000002 156.10000000000005 2022.5000000000002 394.3250000000001 333.67962000000006 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 1 2 2 2 2 2 2 left_child=7 2 6 4 5 21 8 13 11 10 -10 12 -2 20 15 17 -13 23 -19 -7 -1 -4 -8 -15 right_child=1 -3 3 -5 -6 19 22 -9 9 -11 -12 16 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=-0.018699012848368862 0.00020057190823037115 0.33484286700978 0.017943874482185609 0.51600921225547791 -0.62344616328516322 -0.49956605093819756 0.16842941438829578 0.31491337009098219 0.29679059985356454 1.3262221546173094 -0.19940310204899089 -0.25062579808687724 0.3846990207389549 -0.12304617090387777 -0.34100802602867286 -0.33097796869277957 -0.055484058459599812 -0.025521280427037937 -0.087599595000284788 -0.34205691294236618 0.073565024810452614 -0.076155010572738116 0.27502168492573065 -0.1444305417672643 leaf_weight=57 132689 34 31 20 31 21 37 23 107 20 151 81 27 110 24 20 42 162 161 22 62 135 41 106 leaf_count=57 132689 34 31 20 31 21 37 23 107 20 151 81 27 110 24 20 42 162 161 22 62 135 41 106 internal_value=0 0.000267115 0.000181896 -0.141336 -0.196115 -0.132731 0.000458143 -0.0695895 0.00032689 0.104838 0.0101574 0.000108173 0.000278795 -0.0831784 -0.104362 -0.0960684 -0.183992 -0.0873519 -0.0547687 -0.41898 0.0270945 -0.0585823 0.224459 -0.127631 internal_weight=0 133489 133455 260 240 209 133195 725 133117 278 258 132839 132716 702 583 559 123 539 323 43 119 166 78 216 internal_count=134214 133489 133455 260 240 209 133195 725 133117 278 258 132839 132716 702 583 559 123 539 323 43 119 166 78 216 cat_boundaries=0 6 7 8 9 cat_threshold=2147483648 67108865 4096 1073741824 134217728 32 837 640 3137 is_linear=0 shrinkage=0.01 Tree=964 num_leaves=16 num_cat=1 split_feature=3 5 2 2 7 0 2 3 15 1 4 24 5 2 5 split_gain=42135.9 28980.3 34416.7 51215.6 67122.6 79179.7 38996.1 32977.6 92510.8 38197.3 32205.9 10975.2 3904.23 3665.44 584.726 threshold=1048.2900000000002 650.90000000000009 1048.2900000000002 362.49400000000003 172.67400000000001 102.15500000000002 311.36400000000009 185.482 52.233250000000005 1066.3056000000001 77.943750000000009 0 1066.3056000000001 333.67962000000006 783.48000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 2 3 6 5 11 7 9 -9 -1 12 -5 14 -8 -3 right_child=-2 10 -4 4 -6 -7 13 8 -10 -11 -12 -13 -14 -15 -16 leaf_value=-7.6841652394996104e-06 0.32853354753592079 0.15706384244172469 0.31320554678780693 -0.18622536368916431 0.38820674484426326 -0.68867216246468688 0.15116980185875525 -0.044350040713775546 -0.60368383646011359 0.3402543563915022 0.49001273135344187 -0.031939077930407483 -0.03323760485649109 0.28659009607826791 0.087845093516203079 leaf_weight=132996 39 23 35 110 22 28 39 641 31 33 24 101 25 41 26 leaf_count=132996 39 23 35 110 22 28 39 641 31 33 24 101 25 41 26 internal_value=0 -0.000209703 -0.00033535 -0.000417219 -0.140362 -0.189017 -0.000144193 -0.000276259 -0.0701526 7.67233e-05 0.171692 -0.122712 0.0684527 0.220573 0.120336 internal_weight=0 134175 134077 134042 261 239 133781 133701 672 133029 98 211 74 80 49 internal_count=134214 134175 134077 134042 261 239 133781 133701 672 133029 98 211 74 80 49 cat_boundaries=0 1 cat_threshold=2768 is_linear=0 shrinkage=0.01 Tree=965 num_leaves=10 num_cat=1 split_feature=25 0 2 6 3 9 1 6 26 split_gain=118762 57797.4 49789.5 41245.8 102113 32165 37127.6 20203.4 5977.35 threshold=0 1083.9006000000002 1048.2900000000002 783.98480000000006 1048.2900000000002 1023.8910000000002 543.20000000000016 1043.5418000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 left_child=8 2 3 4 5 6 -2 -5 -1 right_child=1 -3 -4 7 -6 -7 -8 -9 -10 leaf_value=-0.41903458471809119 0.0003223249792411133 0.39592840420233238 0.36256331895527089 0.43485971167683601 -0.53209122604793979 0.35225706733190093 0.15987686347471525 0.063425684858251494 -0.2693879441011186 leaf_weight=56 133616 37 38 32 36 26 146 27 51 leaf_count=56 133616 37 38 32 36 26 146 27 51 internal_value=0 0.00074994 0.000640815 0.000538091 0.000421548 0.000564838 0.000496477 0.264881 -0.317989 internal_weight=0 133958 133921 133883 133824 133788 133762 59 107 internal_count=134065 133958 133921 133883 133824 133788 133762 59 107 cat_boundaries=0 5 cat_threshold=0 0 4 0 131072 is_linear=0 shrinkage=0.01 Tree=966 num_leaves=16 num_cat=4 split_feature=25 0 18 1 24 1 26 0 13 25 18 24 3 0 26 split_gain=116399 56647.2 40537.2 35501.8 143218 51261.5 159558 47141.7 100649 44597.7 24964.7 24247.3 13562.9 11206 5858.4 threshold=0 1083.9006000000002 747.99000000000012 437.49875000000003 1 480.00160000000005 2022.5000000000002 309.85375000000005 27.610800000000005 2 432.42825000000005 3 12.987 91.825000000000003 2022.5000000000002 decision_type=9 2 2 2 1 2 2 2 2 9 2 1 2 2 2 left_child=14 2 3 7 5 -5 -7 10 9 -9 11 -2 13 -6 -1 right_child=1 -3 -4 4 12 6 -8 8 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.41484423982245583 -0.0087614860109137306 0.391969131231308 0.45080715084075929 0.86157636020864758 -0.11001815911089435 0.72437901674314986 -0.16497654387825414 -0.31461997930820174 0.52950137615203863 -0.067491150661007845 -0.26636959621416673 0.002652884363463399 -0.33415271016684445 0.15193762564659119 -0.26669406300081927 leaf_weight=56 22353 37 20 21 89 43 38 107 23 246 35 110904 22 20 51 leaf_count=56 22353 37 20 21 89 43 38 107 23 246 35 110904 22 20 51 internal_value=0 0.000742441 0.000634407 0.000567168 0.123897 0.383681 0.30715 0.000352188 -0.111462 -0.153225 0.000667602 0.000737739 -0.10003 -0.0619529 -0.314809 internal_weight=0 133958 133921 133901 233 102 81 133668 376 353 133292 133257 131 109 107 internal_count=134065 133958 133921 133901 233 102 81 133668 376 353 133292 133257 131 109 107 cat_boundaries=0 5 6 9 10 cat_threshold=0 0 4 0 131072 3124 32768 0 16384 2176 is_linear=0 shrinkage=0.01 Tree=967 num_leaves=10 num_cat=1 split_feature=25 0 2 6 3 9 1 6 26 split_gain=114082 55520 48752.9 40422.9 100093 31569.1 35997 19782.1 5741.81 threshold=0 1083.9006000000002 1048.2900000000002 783.98480000000006 1048.2900000000002 1023.8910000000002 543.20000000000016 1043.5418000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 left_child=8 2 3 4 5 6 -2 -5 -1 right_child=1 -3 -4 7 -6 -7 -8 -9 -10 leaf_value=-0.41069579167025433 0.00031341057304164487 0.38804944950181081 0.35876269290321749 0.43041587419807914 -0.52680931674109566 0.34897167031581589 0.15741982734366639 0.062874891669661911 -0.26402712979737453 leaf_weight=56 133616 37 38 32 36 26 146 27 51 leaf_count=56 133616 37 38 32 36 26 146 27 51 internal_value=0 0.000734726 0.000627773 0.000526124 0.000410749 0.000552615 0.000484891 0.262219 -0.311661 internal_weight=0 133958 133921 133883 133824 133788 133762 59 107 internal_count=134065 133958 133921 133883 133824 133788 133762 59 107 cat_boundaries=0 5 cat_threshold=0 0 4 0 131072 is_linear=0 shrinkage=0.01 Tree=968 num_leaves=13 num_cat=2 split_feature=25 0 2 3 2 9 1 7 25 3 26 26 split_gain=111812 54415.2 47782.7 33006.9 83761.7 26724.5 32602.7 31668.6 29680.8 10772.6 8380.98 5627.55 threshold=0 1083.9006000000002 1048.2900000000002 650.90000000000009 70.64500000000001 1023.8910000000002 543.20000000000016 53.955000000000005 1 1048.2900000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 9 2 2 2 left_child=11 2 3 5 9 6 8 -8 -2 10 -5 -1 right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 -12 -13 leaf_value=-0.40658883686576575 0.080973346360158502 0.38416894838616655 0.35517510163156607 0.039458430585536095 -0.68221770439147944 0.32757998962402346 0.20936125706112574 -0.21008688154674712 0.0001572544660329844 0.14045812402452743 -0.22347887811837375 -0.26138685160992192 leaf_weight=56 446 37 38 22 25 25 126 21 133163 28 27 51 leaf_count=56 446 37 38 22 25 25 126 21 133163 28 27 51 internal_value=0 0.000727379 0.000621495 0.000520862 -0.179299 0.000657964 0.00059686 0.14944 0.000433099 -0.0160132 -0.105425 -0.308544 internal_weight=0 133958 133921 133883 102 133781 133756 147 133609 77 49 107 internal_count=134065 133958 133921 133883 102 133781 133756 147 133609 77 49 107 cat_boundaries=0 5 11 cat_threshold=0 0 4 0 131072 1048576 262146 4096 65536 64 32 is_linear=0 shrinkage=0.01 Tree=969 num_leaves=10 num_cat=1 split_feature=25 0 2 6 3 9 1 6 26 split_gain=109587 53332.3 46831.8 39594.8 97854.1 30495.1 34629 19364.3 5515.56 threshold=0 1083.9006000000002 1048.2900000000002 783.98480000000006 1048.2900000000002 1023.8910000000002 543.20000000000016 1043.5418000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 left_child=8 2 3 4 5 6 -2 -5 -1 right_child=1 -3 -4 7 -6 -7 -8 -9 -10 leaf_value=-0.40252294804368705 0.00030704563149393195 0.38032726668022776 0.3516233574716669 0.42592515751719473 -0.52088910791609022 0.34298293017424075 0.15439930887254952 0.062286630030031563 -0.25877298327053294 leaf_weight=56 133616 37 38 32 36 26 146 27 51 leaf_count=56 133616 37 38 32 36 26 146 27 51 internal_value=0 0.000720166 0.000615341 0.000515714 0.000401528 0.000541798 0.000475236 0.259514 -0.305459 internal_weight=0 133958 133921 133883 133824 133788 133762 59 107 internal_count=134065 133958 133921 133883 133824 133788 133762 59 107 cat_boundaries=0 5 cat_threshold=0 0 4 0 131072 is_linear=0 shrinkage=0.01 Tree=970 num_leaves=14 num_cat=2 split_feature=22 25 24 0 13 9 5 3 3 26 22 26 9 split_gain=45678 30745.1 77494.6 40101.9 33367.4 51830 29855.2 712134 147900 13567.6 6102.06 1422.92 1170.07 threshold=121.30500000000002 0 1 1083.9006000000002 943.76675000000012 783.98480000000006 171.57300000000001 400.11250000000007 1048.2900000000002 2022.5000000000002 231.57000000000002 2022.5000000000002 1023.8910000000002 decision_type=2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 4 5 6 8 -8 -3 -1 -2 -4 -7 right_child=10 3 11 -5 -6 12 7 -9 -10 -11 -12 -13 -14 leaf_value=-0.03537595885415231 -0.16884670523802439 0.00015533431705781116 -0.28214445323944093 0.32100614610390787 0.40872183370590209 -0.2911433406919241 0.008520720585585357 1.7956757690595544 -0.69064787956976115 0.17647106057506498 -0.36736406698822976 -0.35437594040234888 -0.39288124477863312 leaf_weight=62 30 132747 50 39 20 26 729 23 31 59 32 60 20 leaf_count=62 30 132747 50 39 20 26 729 23 31 59 32 60 20 internal_value=0 0.000185538 -0.112661 0.000389005 0.000295438 0.000234285 0.000349901 0.063181 -5.94918e-06 0.0627365 -0.271307 -0.294748 -0.335377 internal_weight=0 133866 231 133635 133596 133576 133530 752 132778 121 62 110 46 internal_count=133928 133866 231 133635 133596 133576 133530 752 132778 121 62 110 46 cat_boundaries=0 5 6 cat_threshold=0 0 0 134217728 8192 3404 is_linear=0 shrinkage=0.01 Tree=971 num_leaves=16 num_cat=4 split_feature=22 25 24 13 9 1 25 24 2 3 6 26 22 26 9 split_gain=44769 30133.2 75952.5 32688.4 50826.9 27863 242343 220466 67369.7 46623.4 64988.9 13297.6 5980.63 1394.61 1146.78 threshold=121.30500000000002 0 1 943.76675000000012 783.98480000000006 46.726464000000014 2 3 292.55550000000005 1048.2900000000002 318.53250000000008 2022.5000000000002 231.57000000000002 2022.5000000000002 1023.8910000000002 decision_type=2 9 1 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 11 4 5 9 7 -7 -8 10 -3 -1 -2 -4 -6 right_child=12 3 13 -5 14 6 8 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.035022188232791039 -0.16715824166933696 4.2663702666386093e-06 -0.27932300968170171 0.40463463211059569 -0.28823190534344084 0.51330306207478948 -0.074504939700666475 0.081781787690879529 0.46010437687238059 0.40069111791150319 -0.15587837056548737 0.17470633830054333 -0.36369041964411736 -0.35083218232790631 -0.38895242613554004 leaf_weight=62 30 130496 50 20 26 122 1321 1309 24 29 268 59 32 60 20 leaf_count=62 30 130496 50 20 26 122 1321 1309 24 29 268 59 32 60 20 internal_value=0 0.000183683 -0.111534 0.000385115 0.000324634 0.000439092 0.0317895 0.121878 -0.064486 -0.000226301 -0.000315214 0.0621091 -0.268594 -0.291801 -0.332023 internal_weight=0 133866 231 133635 133615 133569 2776 1431 1345 130793 130764 121 62 110 46 internal_count=133928 133866 231 133635 133615 133569 2776 1431 1345 130793 130764 121 62 110 46 cat_boundaries=0 5 6 12 13 cat_threshold=0 0 0 134217728 8192 3404 46712324 537920512 134234368 4194308 16777216 33554432 3 is_linear=0 shrinkage=0.01 Tree=972 num_leaves=20 num_cat=2 split_feature=22 24 2 0 4 24 2 3 3 7 4 7 6 4 17 4 1 22 4 split_gain=43878.3 24900.4 44270.2 44872.8 450014 130783 243728 115477 78867.7 56679.5 45634.1 43706.9 35883.9 28856.2 22883.9 22016.8 19682.7 5861.62 4424.87 threshold=121.30500000000002 0 1048.2900000000002 309.85375000000005 223.35100000000003 1 57.417500000000011 62.354500000000009 1048.2900000000002 657.87500000000011 544.35000000000002 783.98480000000006 442.27000000000004 314.37500000000006 334.63500000000005 232.66575000000003 104.17500000000001 231.57000000000002 544.35000000000002 decision_type=2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 3 8 5 6 -5 -7 9 10 -3 -11 13 14 15 16 -1 -2 -15 right_child=17 2 -4 4 -6 7 -8 -9 -10 11 -12 -13 -14 18 -16 -17 -18 -19 -20 leaf_value=-0.0095025203681773484 -0.16548665710290272 0.0018029612560964503 0.35273807419670955 0.095691455497150926 1.5342372730800085 -0.053775051973547261 1.2933248772621155 -0.79346522223670035 -0.4947287726402283 0.64345531297766645 -0.21408252714543927 0.11145568119084581 -0.40420856040457021 -0.15298033213615417 -0.33840217045375276 0.28268928106014546 0.077520741070178076 -0.36005352273583413 -0.33121700062201576 leaf_weight=22086 30 110802 36 113 21 175 20 24 32 23 98 47 23 30 21 26 263 32 26 leaf_count=22086 30 110802 36 113 21 175 20 24 32 23 98 47 23 30 21 26 263 32 26 internal_value=0 0.00018229 0.00211974 0.00200658 0.114575 0.0247766 0.256501 -0.136143 0.0016486 0.00179174 0.00161219 0.286256 -0.0094169 -0.00901667 -0.00844978 -0.0081401 -0.00847844 -0.265908 -0.235733 internal_weight=0 133866 111391 111355 353 332 133 199 111002 110970 110900 70 22475 22452 22396 22375 22349 62 56 internal_count=133928 133866 111391 111355 353 332 133 199 111002 110970 110900 70 22475 22452 22396 22375 22349 62 56 cat_boundaries=0 1 2 cat_threshold=136 2384 is_linear=0 shrinkage=0.01 Tree=973 num_leaves=14 num_cat=3 split_feature=25 0 13 9 4 5 3 3 25 24 4 26 9 split_gain=37190 35277.7 32060.5 57972 31223 39108.4 887975 135159 34430.2 40141.3 26765.7 9124.9 2459.1 threshold=0 1083.9006000000002 943.76675000000012 783.98480000000006 314.37500000000006 171.57300000000001 400.11250000000007 1048.2900000000002 1 2 363.67400000000004 2022.5000000000002 1023.8910000000002 decision_type=9 2 2 2 2 2 2 2 9 1 2 2 2 left_child=11 2 3 4 5 7 -7 -2 10 -10 -6 -1 -5 right_child=1 -3 -4 12 8 6 -8 -9 9 -11 -12 -13 -14 leaf_value=-0.10161496622809049 0.00018909327897321279 0.29714901342988015 0.40047753429412847 -0.28606589548862899 -0.55040329118569697 0.013207526222947099 2.1000149722326369 -0.68257525739998659 -0.14834464051005408 0.10006492234321673 -0.17123072307511986 -0.28140181823210286 -0.43155838682537989 leaf_weight=58 132607 40 20 26 24 703 21 29 117 124 83 55 21 leaf_count=58 132607 40 20 26 24 703 21 29 117 124 83 55 21 internal_value=0 0.000218254 0.000129485 6.96219e-05 0.000193053 0.000439904 0.0737365 3.98113e-05 -0.0944049 -0.0216377 -0.234375 -0.173746 -0.351073 internal_weight=0 133815 133775 133755 133708 133360 724 132636 348 241 107 113 47 internal_count=133928 133815 133775 133755 133708 133360 724 132636 348 241 107 113 47 cat_boundaries=0 5 10 11 cat_threshold=0 0 262144 0 8192 32768 0 1024 0 1 2444 is_linear=0 shrinkage=0.01 Tree=974 num_leaves=14 num_cat=2 split_feature=22 25 24 0 4 7 0 26 3 18 26 22 26 split_gain=42959.6 29179.1 74514.1 38283.6 29799.5 25138.8 169808 65882.3 35570.3 31120.8 13131.4 5744.86 1344.23 threshold=121.30500000000002 0 1 1083.9006000000002 1066.3056000000001 441.87500000000006 24.245000000000005 2022.5000000000002 1048.2900000000002 571.7600000000001 2022.5000000000002 231.57000000000002 2022.5000000000002 decision_type=2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 4 5 8 7 -7 9 -3 -1 -2 -4 right_child=11 3 12 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.034311846052446672 -0.1636941049496333 0.00019961564443418483 -0.27621236076354977 0.31364210004989918 -0.30483808927237988 0.37156402341569916 0.84897698473047334 -0.14067463010265713 0.33890490870321949 -0.32742281062849637 0.17410167209172653 -0.35631352633237839 -0.34641800697644548 leaf_weight=62 30 133339 50 39 32 33 27 105 31 29 59 32 60 leaf_count=62 30 133339 50 39 32 33 27 105 31 29 59 32 60 internal_value=0 0.000179782 -0.109755 0.000377999 0.000286578 0.000359681 0.123716 -0.0181828 0.000207103 0.000128376 0.062173 -0.263111 -0.288297 internal_weight=0 133866 231 133635 133596 133564 165 138 133399 133368 121 62 110 internal_count=133928 133866 231 133635 133596 133564 165 138 133399 133368 121 62 110 cat_boundaries=0 5 6 cat_threshold=0 0 0 134217728 8192 3404 is_linear=0 shrinkage=0.01 Tree=975 num_leaves=10 num_cat=2 split_feature=4 2 3 25 4 0 6 25 4 split_gain=87913.4 65026 50405 52162.2 30754.2 43348 185551 35489.3 107.197 threshold=1066.3056000000001 1048.2900000000002 1048.2900000000002 0 650.90000000000009 309.85375000000005 55.104960000000013 1 783.48000000000013 decision_type=2 2 2 9 2 2 2 9 2 left_child=1 2 3 -1 5 7 -7 -5 -6 right_child=-2 -3 -4 4 8 6 -8 -9 -10 leaf_value=0.1624804472682452 -0.49396568530135682 -0.40800062326284553 0.37983126275454249 0.025527957682279671 0.20311737093961602 -0.039850301350955915 -0.82166520263209497 -0.00078855842470176981 0.2286061465356386 leaf_weight=188 36 39 35 5327 33 379 33 128613 33 leaf_count=188 36 39 35 5327 33 379 33 128613 33 internal_value=0 0.000270254 0.000388513 0.000289851 5.09166e-05 -5.5096e-05 -0.102471 0.000259937 0.215862 internal_weight=0 134680 134641 134606 134418 134352 412 133940 66 internal_count=134716 134680 134641 134606 134418 134352 412 133940 66 cat_boundaries=0 5 11 cat_threshold=0 2 4 0 8192 262144 2359553 0 432636032 139073603 24609 is_linear=0 shrinkage=0.01 Tree=976 num_leaves=11 num_cat=1 split_feature=4 2 3 25 26 4 5 22 26 5 split_gain=86164 63732.1 49401.9 51176.3 47888.6 30142.1 38223.2 28824.1 5243.44 1834.38 threshold=1066.3056000000001 1048.2900000000002 1048.2900000000002 0 2022.5000000000002 650.90000000000009 783.48000000000013 119.77250000000002 2022.5000000000002 1066.3056000000001 decision_type=2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 -1 6 7 -5 -7 -8 right_child=-2 -3 -4 5 -6 8 9 -9 -10 -11 leaf_value=0.0064639690129653276 -0.48902602069907714 -0.40392063678839274 0.37603290657911986 0.00015274019593081718 0.32573937401175501 0.30557886864989997 -0.197815013137357 -0.22476957066017286 0.12723185169346193 -0.30934996032714845 leaf_weight=92 36 39 35 134236 96 32 29 57 34 30 leaf_count=92 36 39 35 134236 96 32 29 57 34 30 internal_value=0 0.00026769 0.000384767 0.000287092 0.160938 5.04258e-05 -5.45267e-05 5.7273e-05 0.213703 -0.254528 internal_weight=0 134680 134641 134606 188 134418 134352 134293 66 59 internal_count=134716 134680 134641 134606 188 134418 134352 134293 66 59 cat_boundaries=0 5 cat_threshold=0 2 4 0 8192 is_linear=0 shrinkage=0.01 Tree=977 num_leaves=12 num_cat=0 split_feature=4 2 3 22 0 6 4 5 7 26 22 split_gain=84449.3 62463.8 48418.8 29588.3 28894.5 155286 91405 30405.2 23962.9 4952.57 2231.63 threshold=1066.3056000000001 1048.2900000000002 1048.2900000000002 121.30500000000002 309.85375000000005 55.104960000000013 79.720000000000013 783.48000000000013 657.87500000000011 2022.5000000000002 231.57000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 8 -1 -9 -5 right_child=-2 -3 -4 10 5 -7 -8 9 -10 -11 -12 leaf_value=0.00064473309638143688 -0.48413576185703278 -0.39988145632621569 0.37227262703010011 -0.16905942380428315 -0.071388622449413561 -0.73022342401392326 0.48650399059057237 -0.34652190446853637 0.18064528244270667 -0.15739611652162341 -0.29647757883425113 leaf_weight=133989 36 39 35 28 357 34 32 20 74 45 27 leaf_count=133989 36 39 35 28 357 34 32 20 74 45 27 internal_value=0 0.000265014 0.00038092 0.000284221 0.000379012 -0.08214 -0.0254951 0.000639252 0.00074409 -0.215589 -0.23161 internal_weight=0 134680 134641 134606 134551 423 389 134128 134063 65 55 internal_count=134716 134680 134641 134606 134551 423 389 134128 134063 65 55 is_linear=0 shrinkage=0.01 Tree=978 num_leaves=11 num_cat=1 split_feature=4 2 3 25 26 22 4 0 19 26 split_gain=82768.8 61220.8 47455.2 57776.5 71313.6 28956.4 27619.5 44170 11528.5 5971.86 threshold=1066.3056000000001 1048.2900000000002 1048.2900000000002 0 2022.5000000000002 119.77250000000002 650.90000000000009 309.85375000000005 1.4873540000000001 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 -1 6 7 -5 -7 -8 right_child=-2 -3 -4 5 -6 8 9 -9 -10 -11 leaf_value=-0.0045367119312286373 -0.47929440149830449 -0.39588263731736406 0.36854986829417097 0.00039629785339891159 0.49397817091508345 -0.12102750379788248 0.30274503883847503 -0.10305449274769009 -0.41764320254325865 0.11241286922246219 leaf_weight=60 36 39 35 133953 55 38 32 414 20 34 leaf_count=60 36 39 35 133953 55 38 32 414 20 34 internal_value=0 0.000262363 0.000377111 0.000281379 0.215173 8.16254e-05 0.000178011 7.75542e-05 -0.223309 0.204695 internal_weight=0 134680 134641 134606 115 134491 134433 134367 58 66 internal_count=134716 134680 134641 134606 115 134491 134433 134367 58 66 cat_boundaries=0 5 cat_threshold=0 2 0 0 139264 is_linear=0 shrinkage=0.01 Tree=979 num_leaves=11 num_cat=1 split_feature=4 2 3 25 26 4 5 22 26 5 split_gain=81121.7 60002.5 46510.9 49480.3 46173.7 28961.7 36825.3 27136 5058.91 1810.8 threshold=1066.3056000000001 1048.2900000000002 1048.2900000000002 0 2022.5000000000002 650.90000000000009 783.48000000000013 121.30500000000002 2022.5000000000002 1066.3056000000001 decision_type=2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 -1 6 7 -5 -7 -8 right_child=-2 -3 -4 5 -6 8 9 -9 -10 -11 leaf_value=0.0065733599144479505 -0.47450145959854129 -0.39192377383892352 0.36486436431748531 0.00014287141112113392 0.3200800597667694 0.29971758111380042 -0.19348648876979432 -0.22407153841522004 0.12453705105054028 -0.30430239788691205 leaf_weight=92 36 39 35 134239 96 32 29 54 34 30 leaf_count=92 36 39 35 134239 96 32 29 54 34 30 internal_value=0 0.00025974 0.000373339 0.000278565 0.158245 4.58542e-05 -5.70228e-05 5.27135e-05 0.209473 -0.249834 internal_weight=0 134680 134641 134606 188 134418 134352 134293 66 59 internal_count=134716 134680 134641 134606 188 134418 134352 134293 66 59 cat_boundaries=0 5 cat_threshold=0 2 4 0 8192 is_linear=0 shrinkage=0.01 Tree=980 num_leaves=18 num_cat=3 split_feature=25 24 10 10 18 17 9 13 9 25 10 10 10 26 10 26 26 split_gain=92257 57696.8 30180.7 41834.2 39123.1 33935.7 45415.5 51716.9 33253.6 29741.3 12967.9 6480.81 1415.28 1074.97 626.276 45.5066 21.8515 threshold=0 1 638.18750000000011 360.62500000000006 650.90000000000009 662.73140000000001 1023.8910000000002 638.18750000000011 48.760000000000012 2 747.99000000000012 950.63250000000005 390.8934450000001 2022.5000000000002 440.18000000000006 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 15 3 4 5 6 7 -2 12 13 -4 -12 -5 -3 -14 -1 -11 right_child=2 9 10 8 -6 -7 -8 -9 -10 16 11 -13 14 -15 -16 -17 -18 leaf_value=0.048675604004126329 -0.00022530843344726695 -0.36321943016052244 0.40829325806010852 -0.18142150369675264 0.41211338406023773 -0.33664841731389367 0.47621168899536132 -0.30975850119634912 -0.56073462772369387 -0.13491198402863963 -0.0010952047506968181 0.23129837810993195 -0.045394668394610996 -0.42815925125892351 -0.10992313095702315 0.061558634453806382 -0.1413499968318106 leaf_weight=52 133695 50 22 23 23 30 20 54 20 108 24 24 21 52 53 58 103 leaf_count=52 133695 50 22 23 23 30 20 54 20 108 24 24 21 52 53 58 103 internal_value=0 -0.146543 -0.000340291 -0.000448807 -0.000283557 -0.000354448 -0.000279028 -0.00035028 -0.189458 -0.21534 0.207248 0.115102 -0.112906 -0.36094 -0.091611 0.0508461 -0.131808 internal_weight=0 423 134009 133939 133822 133799 133769 133749 117 313 70 48 97 102 74 110 211 internal_count=134432 423 134009 133939 133822 133799 133769 133749 117 313 70 48 97 102 74 110 211 cat_boundaries=0 6 7 10 cat_threshold=1048576 2 4 128 512 512 3074 0 2 4 is_linear=0 shrinkage=0.01 Tree=981 num_leaves=17 num_cat=3 split_feature=25 0 3 26 25 2 18 0 0 1 0 19 0 25 26 26 split_gain=90421.1 75172.8 30512.9 62470.5 31878.4 105952 52782.9 41951.9 54486.3 50318.8 34227.7 29113.6 10400.4 6084.86 76.1784 29.6336 threshold=0 1083.9006000000002 782.62500000000011 2022.5000000000002 1 648.37500000000011 484.61250000000007 542.34225000000004 643.62800000000016 437.49875000000003 150.01600000000005 119.77250000000002 479.65650000000011 2 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 left_child=13 2 4 -4 5 10 7 9 -9 -6 11 -2 -12 15 -15 -1 right_child=1 -3 3 -5 6 -7 -8 8 -10 -11 12 -13 -14 14 -16 -17 leaf_value=-0.2216790996698233 0.017815318723320279 -0.42333416388148354 -0.17527104738035373 0.41908200780550636 -0.0018161293593053941 0.68149082422256468 0.37101706736966189 -0.53169449041871464 -0.038937949592416941 0.16322845745731043 -0.16842521738435609 0.37406627458074815 0.058423006832599642 -0.10682199683682672 -0.11710832046462105 -0.23105587969507491 leaf_weight=65 8720 42 28 48 124649 24 38 34 66 185 128 23 24 145 143 70 leaf_count=65 8720 42 28 48 124649 24 38 34 66 185 128 23 24 145 143 70 internal_value=0 -0.000336888 -0.000204299 0.20011 -0.000318003 0.0179362 -0.00162208 -0.00173555 -0.206475 -0.00157154 0.016166 0.0187525 -0.132607 -0.145078 -0.108173 -0.210918 internal_weight=0 134009 133967 76 133891 8919 124972 124934 100 124834 8895 8743 152 423 288 135 internal_count=134432 134009 133967 76 133891 8919 124972 124934 100 124834 8895 8743 152 423 288 135 cat_boundaries=0 6 12 15 cat_threshold=1048576 2 4 128 512 512 38010880 537133121 1073881168 4052062240 680002 8352 0 2 4 is_linear=0 shrinkage=0.01 Tree=982 num_leaves=15 num_cat=3 split_feature=25 0 24 8 4 6 5 9 2 7 25 6 6 8 split_gain=88621.7 73676.8 56585.3 45932 113694 55073.5 161110 48545.7 33573.3 30300.6 28937.8 15975.6 9003.1 1276.71 threshold=0 1083.9006000000002 1 571.7600000000001 8.0855000000000015 546.86500000000012 79.77300000000001 1023.8910000000002 1048.2900000000002 1043.5418000000002 2 783.98480000000006 16.855351500000005 804.02882000000011 decision_type=9 2 1 2 2 2 2 2 2 2 9 2 2 2 left_child=2 3 -1 5 12 7 11 8 9 -2 -4 -7 13 -5 right_child=1 -3 10 4 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.051681047121683754 -0.00031762792270307309 -0.41910082311147734 -0.35526795827916696 0.04846246239017038 -0.86608976761500045 -0.10946433452849692 0.91097770155622415 0.49241378974914557 0.30504445711771649 -0.36331121474504474 -0.12942198722610646 0.15414857228597006 -0.23605900940299035 -0.036985939012633431 leaf_weight=110 133659 42 102 34 21 47 26 20 36 23 211 45 20 36 leaf_count=110 133659 42 102 34 21 47 26 20 36 23 211 45 20 36 internal_value=0 -0.000333519 -0.143627 -0.000202256 -0.203539 -3.36394e-05 0.215909 -0.00022417 -0.000297854 -0.000380081 -0.211741 0.0194768 -0.0489439 0.00451757 internal_weight=0 134009 423 133967 111 133856 118 133738 133718 133682 313 92 90 70 internal_count=134432 134009 423 133967 111 133856 118 133738 133718 133682 313 92 90 70 cat_boundaries=0 6 7 10 cat_threshold=1048576 2 4 128 512 512 3074 0 2 4 is_linear=0 shrinkage=0.01 Tree=983 num_leaves=18 num_cat=3 split_feature=25 0 24 8 4 6 5 9 13 2 25 6 6 8 26 26 26 split_gain=86980.6 72210.7 55541.7 45017.9 111432 53977.5 157904 47579.6 46152.2 32879.2 28435.4 15657.6 8823.94 1251.3 1050.5 45.4809 20.731 threshold=0 1083.9006000000002 1 571.7600000000001 8.0855000000000015 546.86500000000012 79.77300000000001 1023.8910000000002 638.18750000000011 1048.2900000000002 2 783.98480000000006 16.855351500000005 804.02882000000011 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=2 3 15 5 12 7 11 8 9 -2 14 -7 13 -5 -4 -1 -12 right_child=1 -3 10 4 -6 6 -8 -9 -10 -11 16 -13 -14 -15 -16 -17 -18 leaf_value=0.049071568938402033 -0.00025710887734955177 -0.41490981590889747 -0.35381775970458984 0.047977835851557113 -0.85742887478499186 -0.10836969483723032 0.90186790484648482 0.48748969078063964 -0.28991283053701578 0.30199396080440943 -0.13120042354972275 0.1526070916917589 -0.23369840866327288 -0.036616079078780277 -0.41801442219660834 0.061950950704771898 -0.13747119339345729 leaf_weight=52 133627 42 50 34 21 47 26 20 55 36 108 45 20 36 52 58 103 leaf_count=52 133627 42 50 34 21 47 26 20 55 36 108 45 20 36 52 58 103 internal_value=0 -0.000330184 -0.142291 -0.000200234 -0.201504 -3.3303e-05 0.21375 -0.000221929 -0.000294875 -0.000175702 -0.209773 0.019282 -0.0484545 0.00447239 -0.352032 0.0512073 -0.128186 internal_weight=0 134009 423 133967 111 133856 118 133738 133718 133663 313 92 90 70 102 110 211 internal_count=134432 134009 423 133967 111 133856 118 133738 133718 133663 313 92 90 70 102 110 211 cat_boundaries=0 6 7 10 cat_threshold=1048576 2 4 128 512 512 3074 0 2 4 is_linear=0 shrinkage=0.01 Tree=984 num_leaves=16 num_cat=3 split_feature=25 0 24 8 4 3 18 9 13 25 8 8 26 26 26 split_gain=85249.7 70773.7 54436.4 44122.1 109214 42365.8 37764.8 32535.2 36847.3 27869.5 5004.71 1979.53 1029.6 44.5757 20.3184 threshold=0 1083.9006000000002 1 571.7600000000001 8.0855000000000015 1048.2900000000002 650.90000000000009 1023.8910000000002 638.18750000000011 2 673.83140000000014 804.02882000000011 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 2 2 2 2 2 2 9 2 2 2 2 2 left_child=2 3 13 5 10 6 7 8 -2 12 -5 -12 -4 -1 -11 right_child=1 -3 9 4 -6 -7 -8 -9 -10 14 11 -13 -14 -15 -16 leaf_value=0.048580852288466238 -0.00015343437698443963 -0.4107607238846166 -0.35027958450317387 -0.18747886610031128 -0.84885458344504938 0.32950993806887896 0.41415329835631631 0.37587873044221298 -0.25446007075016958 -0.12988842032573841 0.058999303281307224 -0.050248729960862985 -0.41383427842305259 0.061331431290199023 -0.13609648159117377 leaf_weight=52 133715 42 50 20 21 39 22 23 57 108 27 43 52 58 103 leaf_count=52 133715 42 50 20 21 39 22 23 57 108 27 43 52 58 103 internal_value=0 -0.000326882 -0.140868 -0.000198231 -0.199489 -3.297e-05 -0.000129013 -0.000197134 -0.000261794 -0.207676 -0.0479699 -0.0081102 -0.348512 0.0506952 -0.126904 internal_weight=0 134009 423 133967 111 133856 133817 133795 133772 313 90 70 102 110 211 internal_count=134432 134009 423 133967 111 133856 133817 133795 133772 313 90 70 102 110 211 cat_boundaries=0 6 7 10 cat_threshold=1048576 2 4 128 512 512 3074 0 2 4 is_linear=0 shrinkage=0.01 Tree=985 num_leaves=22 num_cat=2 split_feature=3 25 4 3 4 0 1 25 7 3 1 13 6 13 12 4 1 1 1 13 4 split_gain=116589 46299.8 60138.3 48295.1 145462 47926.2 47936.3 44178.2 39396.8 39150.1 106705 35191.2 34006.9 32347.4 30357.2 14917 9063.71 6167.89 2547.17 319.49 146.658 threshold=1048.2900000000002 0 650.90000000000009 80.954000000000022 1066.3056000000001 643.62800000000016 8.893200000000002 1 260.15900000000005 364.63500000000005 108.26750000000003 11.917500000000002 318.53250000000008 638.18750000000011 143.01775000000001 40.251250000000006 254.90500000000003 395.70800000000008 194.03250000000003 396.4661000000001 783.48000000000013 decision_type=2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 7 4 20 6 8 -3 11 13 15 12 -1 14 -9 -11 18 -18 -8 -13 -4 right_child=-2 2 3 -5 -6 -7 16 9 -10 10 -12 19 -14 -15 -16 -17 17 -19 -20 -21 -22 leaf_value=0.066709613283943606 -0.54021112285787243 -0.16572953118137054 -0.17877693119049073 0.63957460999488835 0.78988536011088983 -0.44275659894943242 -0.17696140429552862 -0.001156925189785607 -0.27794548097778771 -0.0074230360855763577 -0.66732020176481455 -0.16812568580403051 0.39528099715709686 0.27670621888978142 0.076525199758460616 -0.24972367266813916 0.06412895719210307 -0.14656067028190151 -0.30844712330744817 -0.21849556601047518 -0.21417830320921813 leaf_weight=2015 40 153 25 24 22 20 34 130946 34 166 32 34 32 42 505 30 24 33 26 20 22 leaf_count=2015 40 153 25 24 22 20 34 130946 34 166 32 34 32 42 505 30 24 33 26 20 22 internal_value=0 -0.000249036 -0.00102119 0.253182 0.118785 0.04441 0.0489338 -0.00120054 0.0597342 -0.000996774 -0.131922 0.0651988 0.071846 -0.000769834 -0.000858491 -0.0445099 -0.148151 -0.0578492 -0.233939 -0.186781 -0.195348 internal_weight=0 134239 131967 93 69 2272 2252 131874 2135 131721 228 2101 2047 131493 131451 196 117 57 60 54 47 internal_count=134279 134239 131967 93 69 2272 2252 131874 2135 131721 228 2101 2047 131493 131451 196 117 57 60 54 47 cat_boundaries=0 6 11 cat_threshold=1048576 131072 4100 419496064 537152 8864 0 262146 0 32768 131072 is_linear=0 shrinkage=0.01 Tree=986 num_leaves=19 num_cat=7 split_feature=3 25 25 24 25 0 25 24 26 9 7 0 24 1 26 26 26 26 split_gain=114269 45388.6 44961.9 108110 110714 74624.9 70887.5 116902 34292.4 32950.4 33129 46009.7 30164.9 24530.3 14598.3 4159.97 241.702 68.2298 threshold=1048.2900000000002 0 1 2 3 309.85375000000005 4 5 2022.5000000000002 1023.8910000000002 783.98480000000006 783.48000000000013 6 194.03250000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 9 1 9 2 9 1 2 2 2 2 1 2 2 2 2 2 left_child=1 15 3 4 17 6 12 -8 -6 10 11 13 -5 -4 -13 -1 -7 -3 right_child=-2 2 9 5 8 16 7 -9 -10 -11 -12 14 -14 -15 -16 -17 -18 -19 leaf_value=-0.12654958713054659 -0.53480900788307195 -0.084361804615367547 -0.00061731143315480786 0.022129009886874541 0.19939414918857767 -0.34449953908505648 0.23685349655796345 -0.0070144605007906712 0.42313926571477067 0.36220574285984042 -0.27839634526607598 0.09518945693969727 -0.085015159454019967 -0.061506524994297138 0.37324491916633235 -0.23021532640457154 -0.38861379027366638 -0.10076985582392267 leaf_weight=80 40 55 131003 521 137 23 325 483 137 25 43 35 517 665 41 75 27 47 leaf_count=80 40 55 131003 521 137 23 325 483 137 25 43 35 517 665 41 75 27 47 internal_value=0 -0.000246669 -4.26751e-05 0.0439659 0.196661 0.0128118 0.0232044 0.0927724 0.300307 -0.000804515 -0.000873439 -0.000782858 -0.0315386 -0.000924837 0.245193 -0.166001 -0.368321 -0.083715 internal_weight=0 134239 134084 2272 376 1896 1846 808 274 131812 131787 131744 1038 131668 76 155 50 102 internal_count=134279 134239 134084 2272 376 1896 1846 808 274 131812 131787 131744 1038 131668 76 155 50 102 cat_boundaries=0 5 11 12 17 23 24 25 cat_threshold=0 262146 0 32768 131072 1048576 131072 4100 419496064 537152 8864 576 0 0 4096 0 12800 0 131072 4 402653184 524288 8704 389 3240 is_linear=0 shrinkage=0.01 Tree=987 num_leaves=27 num_cat=11 split_feature=3 25 24 25 0 25 24 25 4 3 4 25 25 3 1 8 26 13 12 24 25 25 26 26 26 26 split_gain=111995 44490.3 105949 108511 73143.3 69515.4 114644 139360 58912.6 47230.3 142556 42483.9 39586.1 38337.7 104340 51589.5 33610 31691.4 29759.1 29575.9 30014.1 25158.8 6810.69 3840.65 236.892 66.872 threshold=1048.2900000000002 0 1 2 309.85375000000005 3 4 5 650.90000000000009 80.954000000000022 1066.3056000000001 6 7 364.63500000000005 108.26750000000003 108.67800000000001 2022.5000000000002 638.18750000000011 143.01775000000001 8 9 10 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 9 2 9 1 9 2 2 2 9 9 2 2 2 2 2 2 1 9 9 2 2 2 2 left_child=1 2 3 25 5 19 7 -7 11 10 22 23 -8 17 15 -15 -5 18 -13 20 -4 -21 -10 -3 -6 -1 right_child=-2 8 4 16 24 6 12 -9 9 -11 -12 13 -14 14 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 leaf_value=-0.083518189170143822 -0.52946089580655098 -0.12528408765792848 0.11701730433905998 0.19740020734550309 -0.34105454569277555 -0.023363179934362991 -0.1000564830248326 0.40132527914701727 -0.3331539473682642 0.63270774006843566 0.78205333969809787 -0.0011373430067549103 0.077610801970868407 0.010589910274773667 -0.65997012104839092 -0.52537618065625435 0.41890787302142513 0.27389404820544377 0.075775650092280739 -0.0049412157220288747 -0.036765878033779918 -0.14633114177897827 -0.089682662489789511 -0.22559347322542372 -0.38472764756944444 -0.099762156669129715 leaf_weight=55 40 80 195 137 23 131 229 194 20 24 22 130946 254 176 32 20 137 42 505 232 326 285 27 73 27 47 leaf_count=55 40 80 195 137 23 131 229 194 20 24 22 130946 254 176 32 20 137 42 505 232 326 285 27 73 27 47 internal_value=0 -0.000244078 0.0435336 0.194694 0.0126924 0.0229814 0.0918727 0.234556 -0.001001 0.250598 0.117691 -0.0011785 -0.00694574 -0.000978684 -0.130538 -0.0441005 0.297304 -0.000754111 -0.000841864 -0.0312292 0.0219119 -0.0841811 -0.193287 -0.162522 -0.364638 -0.0828779 internal_weight=0 134239 2272 376 1896 1846 808 325 131967 93 69 131874 483 131721 228 196 274 131493 131451 1038 521 517 47 153 50 102 internal_count=134279 134239 2272 376 1896 1846 808 325 131967 93 69 131874 483 131721 228 196 274 131493 131451 1038 521 517 47 153 50 102 cat_boundaries=0 6 7 12 18 19 25 30 35 36 42 44 cat_threshold=1048576 131072 4100 419496064 537152 8864 576 0 0 4096 0 12800 0 131072 4 402653184 524288 8704 389 0 0 0 65664 4096 32 0 262146 0 32768 131072 0 0 4096 16777216 8192 3240 0 0 4 268435456 0 8192 0 131072 is_linear=0 shrinkage=0.01 Tree=988 num_leaves=19 num_cat=8 split_feature=3 25 25 24 25 0 25 24 10 10 3 6 6 24 25 6 10 0 split_gain=109766 43643.1 43228.8 103823 106352 71693.5 68188.1 112473 31299 34586.3 47445.9 31417.2 34112.4 29011.6 26032.9 6870.11 6487.55 224.279 threshold=1048.2900000000002 0 1 2 3 309.85375000000005 4 5 747.99000000000012 360.62500000000006 35.292500000000011 657.87500000000011 442.27000000000004 6 7 1043.5418000000002 543.20000000000016 479.65650000000011 decision_type=2 9 9 1 9 2 9 1 2 2 2 2 2 1 9 2 2 2 left_child=1 -1 3 4 -3 6 13 -8 9 11 16 12 -4 -5 -6 -13 -11 -7 right_child=-2 2 8 5 14 17 7 -9 -10 10 -12 15 -14 -15 -16 -17 -18 -19 leaf_value=-0.16277714324719977 -0.52416632202267655 -0.082049089329583311 -0.00073002100123669247 0.021707881141292625 0.41705294779877167 -0.33505252361297611 0.23232293078347821 -0.0068808323604340003 0.27889668637141585 -0.13364365756785607 -0.60230081101258603 -0.14766026929020881 0.20845834565468324 -0.083368033240823189 0.17315481394529342 -0.36384414354960121 0.040907465003190507 -0.37828438340127468 leaf_weight=155 40 102 131504 521 124 20 325 483 40 68 21 49 78 517 150 21 31 30 leaf_count=155 40 102 131504 521 124 20 325 483 40 68 21 49 78 517 150 21 31 30 internal_value=0 -0.000241425 -4.13922e-05 0.0431107 0.192747 0.0125804 0.022767 0.0909975 -0.000788405 -0.000873364 -0.170566 -0.00071869 -0.000606017 -0.0309237 0.294331 -0.212515 -0.0789862 -0.360992 internal_weight=0 134239 134084 2272 376 1896 1846 808 131812 131772 120 131652 131582 1038 274 70 99 50 internal_count=134279 134239 134084 2272 376 1896 1846 808 131812 131772 120 131652 131582 1038 274 70 99 50 cat_boundaries=0 5 11 12 17 23 24 25 29 cat_threshold=0 262146 0 32768 131072 1048576 131072 4100 419496064 537152 8864 576 0 0 4096 0 12800 0 131072 4 402653184 524288 8704 389 3240 0 131072 4 134217728 is_linear=0 shrinkage=0.01 Tree=989 num_leaves=20 num_cat=6 split_feature=3 25 25 24 25 0 4 24 0 3 4 11 25 3 1 8 9 4 4 split_gain=107582 42827.3 42381 106815 69173.1 82933.9 59029.3 48557.1 46191.2 45442.5 153867 43243.6 40043.9 38071 101877 50092.3 28410.6 39941.1 268.521 threshold=1048.2900000000002 0 1 2 3 212.70000000000005 650.90000000000009 4 309.85375000000005 80.954000000000022 1066.3056000000001 271.26290500000005 5 364.63500000000005 108.26750000000003 108.67800000000001 1023.8910000000002 544.35000000000002 783.48000000000013 decision_type=2 9 9 1 9 2 2 1 2 2 2 2 9 2 2 2 2 2 2 left_child=1 -1 3 4 -3 7 13 -6 11 10 18 12 -5 16 15 -15 17 -4 -8 right_child=-2 2 6 8 5 -7 9 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 leaf_value=-0.16124802275859948 -0.51892465400695797 0.36853405495994113 -0.00069657978828017032 -0.037204957407970557 0.2267995225699844 0.66280812110900889 -0.17415894863506157 0.021510391821295528 -0.33292804034692902 0.62653976480166118 0.83204156200091051 0.45396364484514506 0.078173529469436454 0.0084306765221101171 -0.6530135566927493 -0.51939834043383604 0.35860442958094857 -0.3434856063828749 -0.22197439825729184 leaf_weight=155 40 107 131477 1008 147 25 24 462 42 24 21 21 417 178 32 20 22 34 23 leaf_count=155 40 107 131477 1008 147 25 24 462 42 24 21 21 417 178 32 20 22 34 23 internal_value=0 -0.000238632 -4.04772e-05 0.0431018 0.140412 0.0967867 -0.000773007 0.0751403 -0.00597082 0.252441 0.120407 0.00348457 -0.00315407 -0.000949866 -0.129495 -0.0448854 -0.000725091 -0.000785202 -0.197558 internal_weight=0 134239 134084 2229 741 634 131855 609 1488 92 68 1446 1425 131763 230 198 131533 131511 47 internal_count=134279 134239 134084 2229 741 634 131855 609 1488 92 68 1446 1425 131763 230 198 131533 131511 47 cat_boundaries=0 5 11 12 17 18 24 cat_threshold=0 262146 0 32768 131072 1048576 131072 4100 419430528 537152 8864 836 0 0 0 150994944 8192 512 0 131072 4096 419430400 8192 640 is_linear=0 shrinkage=0.01 Tree=990 num_leaves=14 num_cat=1 split_feature=1 3 25 18 14 8 3 4 0 26 1 14 26 split_gain=52380.9 59201.2 48405.3 43176.3 24266.4 48956.9 39656.3 35676.5 30450 19809.9 19880.8 5574.88 1187.14 threshold=650.90000000000009 12.987 0 747.99000000000012 479.13100000000003 33.268000000000008 1048.2900000000002 1066.3056000000001 542.34225000000004 2022.5000000000002 1066.3056000000001 739.41125000000011 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=2 9 12 4 6 11 7 8 -4 -2 -11 -6 -1 right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 -12 -13 -14 leaf_value=-0.18209516085830391 0.040724911994122447 -0.70489241361618038 0.00055758685229111756 0.46511116766929628 -0.10824660702500233 -0.60025606667995457 0.35254464507102967 0.35738818645477294 -0.14106038662948106 -0.07477528618228052 -0.46280861903791848 0.07724377357042754 -0.24771760332584383 leaf_weight=51 47 20 133751 20 43 20 32 28 152 31 23 26 60 leaf_count=51 47 20 133751 20 43 20 32 28 152 31 23 26 60 internal_value=0 -0.207822 0.00033481 0.000515175 0.000445898 -0.164622 0.000555563 0.000471463 0.000396829 -0.109392 -0.240049 -0.0383517 -0.199586 internal_weight=0 121 134183 134072 134052 89 133963 133931 133903 101 54 69 111 internal_count=134304 121 134183 134072 134052 89 133963 133931 133903 101 54 69 111 cat_boundaries=0 6 cat_threshold=0 262146 0 0 0 32 is_linear=0 shrinkage=0.01 Tree=991 num_leaves=14 num_cat=2 split_feature=1 2 2 25 18 5 1 24 1 0 1 1 5 split_gain=51338.6 89992.9 52817.5 47392.8 42336 31942.4 47386.5 95287.6 47828.7 19815.3 4485.39 6678.44 847.406 threshold=650.90000000000009 112.53600000000002 1048.2900000000002 0 747.99000000000012 783.48000000000013 311.36400000000009 1 271.85500000000002 60.461000000000006 789.60480000000007 1066.3056000000001 1066.3056000000001 decision_type=2 2 2 9 2 2 2 1 2 2 2 2 2 left_child=2 9 3 -1 5 6 8 -8 -5 10 -2 -12 -7 right_child=1 -3 -4 4 -6 12 7 -9 -10 -11 11 -13 -14 leaf_value=-0.1975901690691956 -0.048748617878666627 -0.81859763693809517 0.38331439918941923 0.00035033302265014064 0.46045999002456667 0.1885368596145085 0.10613221843346306 -0.26892853922018128 0.23904413308416092 0.19749602723121645 -0.31781477707403677 -0.095396401484807339 0.26096507622798287 leaf_weight=111 27 20 36 133593 20 35 105 169 84 20 27 27 30 leaf_count=111 27 20 36 133593 20 35 105 169 84 20 27 27 30 internal_value=0 -0.205743 0.000331462 0.000228684 0.000407216 0.00033859 0.000231045 -0.131142 0.000500324 -0.0843861 -0.153987 -0.206606 0.221965 internal_weight=0 121 134183 134147 134036 134016 133951 274 133677 101 81 54 65 internal_count=134304 121 134183 134147 134036 134016 133951 274 133677 101 81 54 65 cat_boundaries=0 6 7 cat_threshold=0 262146 0 0 0 32 353 is_linear=0 shrinkage=0.01 Tree=992 num_leaves=10 num_cat=1 split_feature=25 2 18 8 3 4 5 8 26 split_gain=43420.2 38004.3 37599.3 30718 33270.9 28539.1 27367.7 3806.75 51.5812 threshold=0 1048.2900000000002 747.99000000000012 804.02882000000011 1048.2900000000002 1066.3056000000001 137.58000000000001 1048.2900000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 left_child=8 2 3 4 5 6 -2 -5 -1 right_child=1 -3 -4 7 -6 -7 -8 -9 -10 leaf_value=-0.18200831091081773 0.00052982427205963342 0.3252077044381036 0.42335597083682103 -0.32837692577105304 0.32784839407090216 0.36034637088125399 -0.053027652785953415 -0.1572550375874226 -0.17024059077898662 leaf_weight=74 133032 36 21 26 31 22 961 26 75 leaf_count=74 133032 36 21 26 31 22 961 26 75 internal_value=0 0.000339779 0.000252604 0.000186345 0.000280612 0.00020484 0.000145709 -0.242816 -0.16501 internal_weight=0 134155 134119 134098 134046 134015 133993 52 149 internal_count=134304 134155 134119 134098 134046 134015 133993 52 149 cat_boundaries=0 5 cat_threshold=0 262146 0 0 8192 is_linear=0 shrinkage=0.01 Tree=993 num_leaves=18 num_cat=3 split_feature=1 2 2 18 25 14 2 3 5 0 24 25 26 14 26 26 26 split_gain=50294 88293.6 50958.1 40757.8 31721.2 31647.2 76451.7 34710.6 31425.4 19435.7 13538.8 15246.9 6611.93 3410.02 1102.47 214.706 0.000820921 threshold=650.90000000000009 112.53600000000002 1048.2900000000002 747.99000000000012 0 479.13100000000003 80.954000000000022 1048.2900000000002 783.48000000000013 60.461000000000006 1 2 2022.5000000000002 739.41125000000011 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 9 2 2 2 2 2 1 9 2 2 2 2 2 left_child=2 9 3 4 10 7 13 8 -6 12 11 14 -2 -7 -1 -12 -13 right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 15 16 -14 -15 -16 -17 -18 leaf_value=0.081648543343615182 -0.056256743481284691 -0.81068148684501651 0.37650770293341745 0.45162186288833617 0.00039723270215251335 -0.079144652076065539 -0.71559679606131144 0.33516206122213793 0.22032980245810291 0.19573379063606261 -0.1442434378557427 -0.11266269527782093 -0.23729923101358638 0.068365371322631832 0.023378158372546001 -0.1257773291580076 -0.11271662081110068 leaf_weight=67 38 20 36 20 133448 42 21 31 65 20 129 55 43 25 63 123 58 leaf_count=67 38 20 36 20 133448 42 21 31 65 20 129 55 43 25 63 123 58 internal_value=0 -0.203641 0.000326396 0.000225444 0.000158135 0.000457034 -0.189119 0.000581991 0.000504306 -0.0834351 -0.078948 -0.0228883 -0.152366 -0.0241036 0.0495948 -0.130069 -0.103529 internal_weight=0 121 134183 134147 134127 133632 88 133544 133513 101 495 243 81 67 130 252 113 internal_count=134304 121 134183 134147 134127 133632 88 133544 133513 101 495 243 81 67 130 252 113 cat_boundaries=0 6 7 11 cat_threshold=0 262146 0 805339136 2048 32 2680 0 0 0 268435456 is_linear=0 shrinkage=0.01 Tree=994 num_leaves=19 num_cat=5 split_feature=1 2 2 25 14 2 2 0 25 3 25 0 24 25 3 1 1 14 split_gain=49293.1 86536.5 49944.1 31142.8 33085.7 76829.9 34070.6 330117 167278 35555.2 42284.4 19048.9 13269.4 14943.5 7237.78 4386.65 6601.24 3342.17 threshold=650.90000000000009 112.53600000000002 1048.2900000000002 0 479.13100000000003 21.745000000000005 154.91865000000004 309.85375000000005 1 650.90000000000009 2 60.461000000000006 3 4 1048.2900000000002 789.60480000000007 1066.3056000000001 739.41125000000011 decision_type=2 2 2 9 2 2 2 2 9 2 9 2 1 9 2 2 2 2 left_child=2 11 3 12 6 17 9 8 -8 10 -5 15 13 -1 -11 -2 -17 -6 right_child=1 -3 -4 4 5 -7 7 -9 -10 14 -12 -13 -14 -15 -16 16 -18 -19 leaf_value=0.049098883220127655 -0.046768918567233621 -0.80257466101646435 0.37274261792500818 0.06722472397902142 -0.078353207242630771 -0.70496319501237437 0.24927388888962415 1.0755555916024793 -0.055961766416533054 -0.14068175952136516 -0.00011957607537223005 0.19377645277976988 -0.1287680717415482 -0.10249327046115225 -0.33783538571110477 -0.3134431689756888 -0.092314141635541566 0.067681721591949462 leaf_weight=130 27 20 36 929 42 22 235 31 664 60 131617 20 252 113 27 27 27 25 leaf_count=130 27 20 36 929 42 22 235 31 664 60 131617 20 252 113 27 27 27 25 internal_value=0 -0.201605 0.000323133 0.000223189 0.000519297 -0.192225 0.000647771 0.0609635 0.0259776 0.000224847 0.000357495 -0.0826008 -0.0781585 -0.0226594 -0.201867 -0.150842 -0.202879 -0.0238626 internal_weight=0 121 134183 134147 133652 89 133563 930 899 132633 132546 101 495 243 87 81 54 67 internal_count=134304 121 134183 134147 133652 89 133563 930 899 132633 132546 101 495 243 87 81 54 67 cat_boundaries=0 6 11 16 17 21 cat_threshold=0 262146 0 805339136 2048 32 16384 1184032 3072 4194304 1 0 0 4100 151060608 139840 2680 0 0 0 268435456 is_linear=0 shrinkage=0.01 Tree=995 num_leaves=26 num_cat=1 split_feature=1 2 10 8 0 0 4 2 0 7 7 25 9 9 8 0 9 1 7 2 10 0 26 10 26 split_gain=42764.4 88061.9 37875 40929.4 234796 60149.8 479882 69620.3 54314.6 48434.6 44631.4 42386.1 40094.3 30128.3 27259.4 22302.2 19976.2 19203.5 18082.2 15746.6 14581.1 12330.5 3615.59 2085.73 372.336 threshold=650.90000000000009 109.49250000000002 638.18750000000011 148.34250000000006 192.58100000000002 431.47500000000008 79.720000000000013 1048.2900000000002 783.48000000000013 657.87500000000011 187.26000000000002 0 54.699000000000005 77.265900000000016 257.37000000000006 98.970000000000013 38.267500000000005 1066.3056000000001 1043.5418000000002 1.8074000000000001 747.99000000000012 479.65650000000011 2022.5000000000002 950.63250000000005 2022.5000000000002 decision_type=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 left_child=2 15 3 5 10 7 8 9 21 11 13 -1 -6 16 -12 17 -5 22 -11 -15 -4 -7 -2 -22 -10 right_child=1 -3 20 4 12 6 -8 -9 24 18 14 -13 -14 19 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 leaf_value=0.030996724902072972 -0.30682698885599774 -0.77535956246512272 0.45337266876584009 -0.035494520143344463 -0.50353729178828577 0.30668812775611876 1.5664843005483799 0.47421132549162837 -0.23524798472722372 0.36830380848475863 0.05548656592766444 -0.00091648751517622493 -1.0778264737129211 -0.14606754026952243 0.55536407685279854 0.23469317698478698 0.2786989173293114 0.088955609339934127 0.023203720260750162 -0.48698574781417847 0.066149541681463073 0.079242852962222596 -0.14739451904296874 0.1973193394696271 -0.18910284258863505 leaf_weight=4291 33 21 21 556 31 30 22 31 36 49 24 128596 20 42 20 20 21 26 22 20 22 116 25 27 34 leaf_count=4291 33 21 21 556 31 30 22 31 36 49 24 128596 20 42 20 20 21 26 22 20 22 116 25 27 34 internal_value=0 -0.184688 0.00036175 0.000240234 -0.074229 0.000650514 0.159483 0.000366264 0.0161777 0.000255784 -0.0253556 0.000116273 -0.728749 -0.0465678 0.282704 -0.0654177 -0.0240594 -0.136873 0.261371 -0.256041 0.232911 0.125978 -0.238106 0.138427 -0.212835 internal_weight=0 125 134031 133961 734 133227 238 132989 216 132958 683 132887 51 639 44 104 577 84 71 62 70 146 58 49 70 internal_count=134156 125 134031 133961 734 133227 238 132989 216 132958 683 132887 51 639 44 104 577 84 71 62 70 146 58 49 70 cat_boundaries=0 6 cat_threshold=2148532224 2490371 266256 160989312 134881857 641 is_linear=0 shrinkage=0.01 Tree=996 num_leaves=26 num_cat=1 split_feature=1 2 10 8 0 0 4 2 0 7 5 7 5 25 6 3 0 6 1 10 5 0 26 10 26 split_gain=41913.4 86309.5 37121.3 40114.9 230124 58952.8 470333 68234.8 53233.8 47470.8 73138.8 43743.3 46290.8 41601.6 37165.4 30286.5 21858.4 21828.3 18821.4 14290.9 13342.6 12085.1 3543.64 2044.22 364.927 threshold=650.90000000000009 109.49250000000002 638.18750000000011 148.34250000000006 192.58100000000002 431.47500000000008 79.720000000000013 1048.2900000000002 783.48000000000013 657.87500000000011 3.2160235000000004 187.26000000000002 38.037500000000009 0 91.790000000000006 98.436000000000021 98.970000000000013 145.27000000000001 1066.3056000000001 747.99000000000012 23.680500000000006 479.65650000000011 2022.5000000000002 950.63250000000005 2022.5000000000002 decision_type=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 left_child=2 16 3 5 11 7 8 9 21 13 -11 15 -13 -1 -6 17 18 -5 22 -4 -17 -7 -2 -21 -10 right_child=1 -3 19 4 14 6 -8 -9 24 10 -12 12 -14 -15 -16 20 -18 -19 -20 23 -22 -23 -24 -25 -26 leaf_value=0.030631538397843282 -0.30375872626449124 -0.76760596615927557 0.4488389410291399 -0.010079620195360019 -0.4461643768310547 0.30362123584747319 1.5508194656263699 0.46946923901957854 -0.23289550807740952 0.45974778312094072 -0.25376708936691283 -0.016217947900295258 0.6351900019645691 -0.00091060292779039458 -0.98616977755840018 -0.14795708553544407 0.23234625554084778 -0.25488904882700014 0.088066088098746068 0.065488054860721942 -0.48369803714752196 0.078450422024932409 -0.14592056756019595 0.19534614686612731 -0.18721181427731234 leaf_weight=4312 33 21 21 551 25 30 22 31 36 51 20 24 20 128575 26 29 20 39 26 22 20 116 25 27 34 leaf_count=4312 33 21 21 551 25 30 22 31 36 51 20 24 20 128575 26 29 20 39 26 22 20 116 25 27 34 internal_value=0 -0.182841 0.000358155 0.000237855 -0.0734867 0.000644032 0.157889 0.000362624 0.016016 0.000253249 0.258758 -0.025102 0.279877 0.000115133 -0.721461 -0.0461021 -0.0647635 -0.0262619 -0.135504 0.230581 -0.284994 0.124718 -0.235725 0.137043 -0.210706 internal_weight=0 125 134031 133961 734 133227 238 132989 216 132958 71 683 44 132887 51 639 104 590 84 70 49 146 58 49 70 internal_count=134156 125 134031 133961 734 133227 238 132989 216 132958 71 683 44 132887 51 639 104 590 84 70 49 146 58 49 70 cat_boundaries=0 6 cat_threshold=2148794368 2490371 266256 160989312 134881857 641 is_linear=0 shrinkage=0.01 Tree=997 num_leaves=26 num_cat=1 split_feature=1 2 10 8 0 0 4 2 0 7 7 25 9 3 8 0 6 1 7 10 0 26 10 8 26 split_gain=41079.3 84591.9 36382.6 39316.7 225544 57779.6 460973 66876.9 52174.4 46526.1 42872.8 40775.5 39002 29683.8 26722.8 21423.4 21393.9 18446.9 17683.2 14006.5 11844.6 3473.12 2003.54 1893.14 357.665 threshold=650.90000000000009 109.49250000000002 638.18750000000011 148.34250000000006 192.58100000000002 431.47500000000008 79.720000000000013 1048.2900000000002 783.48000000000013 657.87500000000011 187.26000000000002 0 54.699000000000005 98.436000000000021 257.37000000000006 98.970000000000013 145.27000000000001 1066.3056000000001 1043.5418000000002 747.99000000000012 479.65650000000011 2022.5000000000002 950.63250000000005 233.76189000000002 2022.5000000000002 decision_type=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 left_child=2 15 3 5 10 7 8 9 20 11 13 -1 -6 16 -12 17 -5 21 -11 -4 -7 -2 -21 -15 -10 right_child=1 -3 19 4 12 6 -8 -9 24 18 14 -13 -14 23 -16 -17 -18 -19 -20 22 -22 -23 -24 -25 -26 leaf_value=0.030325930957673379 -0.30072113542845758 -0.75992990187236242 0.44435055596487866 -0.0099788236866169312 -0.49212413718623504 0.30058500893910728 1.535311264666644 0.46477453662503154 -0.23056655592388578 0.36191629224894001 0.052108248472213743 -0.00090149769183085174 -1.0585365133285523 -0.2072968430519104 0.54704128110408778 0.23002278280258179 -0.25234015238590729 0.087185400678561287 0.020644469670951366 0.064833172884854406 0.077665912678529486 -0.1444613632440567 0.19339270238523132 -0.3337631803956525 -0.18533970487468385 leaf_weight=4312 33 21 21 551 31 30 22 31 36 49 24 128575 20 20 20 20 39 26 22 22 116 25 27 29 34 leaf_count=4312 33 21 21 551 31 30 22 31 36 49 24 128575 20 20 20 20 39 26 22 22 116 25 27 29 34 internal_value=0 -0.181013 0.000354596 0.000235498 -0.0727518 0.000637614 0.15631 0.00035902 0.0158558 0.000250738 -0.024851 0.000114004 -0.714247 -0.0456411 0.277078 -0.0641159 -0.0259993 -0.134149 0.25617 0.228276 0.123471 -0.233368 0.135672 -0.282144 -0.208599 internal_weight=0 125 134031 133961 734 133227 238 132989 216 132958 683 132887 51 639 44 104 590 84 71 70 146 58 49 49 70 internal_count=134156 125 134031 133961 734 133227 238 132989 216 132958 683 132887 51 639 44 104 590 84 71 70 146 58 49 49 70 cat_boundaries=0 6 cat_threshold=2148794368 2490371 266256 160989312 134881857 641 is_linear=0 shrinkage=0.01 Tree=998 num_leaves=20 num_cat=0 split_feature=1 2 10 10 3 17 4 0 2 3 2 0 1 10 9 26 10 10 10 split_gain=40261.8 82908.5 35658.6 38984.4 61015.8 38457.9 34561.5 232613 132270 55009.7 51198 20997.1 18079.8 13727.8 8551.21 3404.01 1963.67 1889.19 15.3544 threshold=650.90000000000009 109.49250000000002 638.18750000000011 360.62500000000006 52.107000000000006 576.1975000000001 65.427500000000009 479.65650000000011 480.00160000000005 1048.2900000000002 648.37500000000011 98.970000000000013 1066.3056000000001 747.99000000000012 39.162500000000001 2022.5000000000002 950.63250000000005 479.84000000000009 390.8934450000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 11 3 5 14 6 9 8 -8 10 -1 12 15 -4 17 -2 -15 18 -5 right_child=1 -3 13 4 -6 -7 7 -9 -10 -11 -12 -13 -14 16 -16 -17 -18 -19 -20 leaf_value=-4.2545987924707264e-05 -0.29771392432126131 -0.75233059565226246 0.43990704627264116 -0.074036843877123754 -0.68187408539652827 -0.34093692952936344 0.022006090529397379 1.089745348975772 0.80205924229188397 0.45980762124061586 -0.2298690920760951 0.22772255730628968 0.086313558771060062 0.064184833873401986 -0.26103337077867417 -0.14301674695014954 0.19145876389962657 0.033335690730147895 -0.063576955331696411 leaf_weight=131812 33 21 21 23 20 33 1823 21 22 26 97 20 26 22 21 25 27 27 36 leaf_count=131812 33 21 21 23 20 33 1823 21 22 26 97 20 26 22 21 25 27 27 36 internal_value=0 -0.179203 0.000351072 0.000233165 -0.174888 0.000399344 0.000483529 0.0432192 0.0313075 -0.000120896 -0.00021155 -0.0634748 -0.132807 0.225993 -0.0801239 -0.231034 0.134315 -0.0359483 -0.0676545 internal_weight=0 125 134031 133961 127 133834 133801 1866 1845 131935 131909 104 84 70 107 58 49 86 59 internal_count=134156 125 134031 133961 127 133834 133801 1866 1845 131935 131909 104 84 70 107 58 49 86 59 is_linear=0 shrinkage=0.01 Tree=999 num_leaves=20 num_cat=0 split_feature=1 2 10 10 3 17 6 2 0 5 0 1 26 10 9 26 10 10 10 split_gain=39460.6 81258.7 34949 38208.7 59801.6 37692.6 30260.8 45266.6 48306.6 38933.1 20579.2 17720 15850 13454.6 8381.04 3336.27 1924.6 1851.6 15.0488 threshold=650.90000000000009 109.49250000000002 638.18750000000011 360.62500000000006 52.107000000000006 576.1975000000001 482.64500000000004 1048.2900000000002 431.47500000000008 43.669000000000011 98.970000000000013 1066.3056000000001 2022.5000000000002 747.99000000000012 39.162500000000001 2022.5000000000002 950.63250000000005 479.84000000000009 390.8934450000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 10 3 5 14 6 7 8 -1 12 11 15 -8 -4 17 -2 -15 18 -5 right_child=1 -3 13 4 -6 -7 9 -9 -10 -11 -12 -13 -14 16 -16 -17 -18 -19 -20 leaf_value=0.0002842263704398511 -0.29473678025332367 -0.74480728609221314 0.43550796190897623 -0.073296474931842617 -0.67505534747242935 -0.33752755598588424 0.12099132236312418 0.35518676545884875 0.14198971987512596 -0.4647275967200597 0.22544533491134644 0.085450426156704243 -0.13627443298881436 0.063542986024509779 -0.25842303040481751 -0.14158658573627472 0.1895441680484348 0.033002331220993289 -0.062941184557146493 leaf_weight=133379 33 21 21 23 20 33 34 36 241 30 20 26 81 22 21 25 27 27 36 leaf_count=133379 33 21 21 23 20 33 34 36 241 30 20 26 81 22 21 25 27 27 36 internal_value=0 -0.177411 0.000347561 0.000230833 -0.173139 0.00039535 0.000478694 0.000635333 0.00053981 -0.143906 -0.06284 -0.131479 -0.0602133 0.223733 -0.0793226 -0.228724 0.132972 -0.0355888 -0.066978 internal_weight=0 125 134031 133961 127 133834 133801 133656 133620 145 104 84 115 70 107 58 49 86 59 internal_count=134156 125 134031 133961 127 133834 133801 133656 133620 145 104 84 115 70 107 58 49 86 59 is_linear=0 shrinkage=0.01 end of trees feature_importances: precio_total_lag_1=2409 marca_id_encoded=2315 precio_total_lag_4=1952 precio_total_lag_2=1858 precio_total_lag_3=1845 año=1512 mes=1289 precio_total_lag_10=1284 precio_total_lag_6=1282 precio_total_lag_5=1192 precio_total_lag_7=1004 precio_total_lag_8=962 precio_total_lag_12=474 precio_total_lag_9=469 precio_total_lag_19=383 precio_total_lag_14=365 precio_total_lag_11=313 precio_total_lag_18=276 precio_total_lag_13=271 precio_total_lag_23=190 precio_total_lag_15=184 precio_total_lag_16=121 precio_total_lag_17=85 precio_total_lag_20=64 precio_total_lag_21=54 precio_total_lag_22=7 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, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 187, 188, 191, 208, 230, 232, 247, 253, 268, 273, 277, 278], [0]]