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=[0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:5760.1599999999999] [0:2449.8000000000002] [0:2149.9499999999998] [0:1678.95] -1:0:1:2:3:4:5:6:7:8:9:10:11 -1:170:10:9:15:69:87:26:73:21:16:18:41:79:48:25:34:53:141:5:172:36:77:134:121:23:37:152:2:85:90:130:137:49:20:70:157:128:56:60:102:32:3:24:57:80:93:103:75:126:67:136:14:40:94:39:120:92:140:12:19:78:151:46:38:13:63:112:156:122:171:98:111:114:115:22:95:117:51:58:155:0:7:147:106:154:109:160:30:42:54:59:64:150:17:61:97:62:65:72:100:116:143:28:71:81:83:148:35:108:132:146:33:44:47:66:119:11:27:29:55:74:86:113:131:125:82:84:89:142:153:4:50:52:88:96:105:169:135:167:43:107:168:133:158:101:104:159:1:6:68:110:162:124:129:139:144:149:165:8:31:45:76:91:99:118:123:138:145:161:163:127:164 [2022:2023] none tree_sizes=5544 5675 5624 5639 5691 5613 5310 5643 5627 5597 5597 5689 5665 5599 5769 5617 5154 5349 5610 5723 5615 5652 5639 5679 5268 4820 4731 5564 5803 5700 5633 5561 5586 5548 5620 5334 5603 5592 5618 5589 5746 5617 4633 5716 5650 5708 5681 5654 5662 5717 5090 5189 5203 5346 4442 5596 5708 4968 5217 5651 5392 5623 4722 5347 5666 5665 4811 5650 4763 5301 5681 4854 5684 5691 5604 5760 5448 5089 4849 5701 4654 5641 5609 5685 5637 5184 5348 4837 5272 5273 5621 5616 5686 5610 5671 5636 5333 5696 5240 4877 5383 4839 5258 4593 4417 4706 5292 4718 5364 5112 5663 5602 5719 5549 5378 5666 5664 5295 4147 5638 5223 4149 5001 4136 5270 5192 5614 5436 5426 5444 4871 4302 4151 5658 3556 5623 5604 3034 5525 4130 4490 4804 4076 3533 4603 4964 4285 4117 4321 4921 4028 3962 4549 3935 5255 3404 3723 4466 5205 4077 5263 5721 5589 4328 5582 5718 3412 3843 4856 5093 3954 3529 3854 4250 4438 4316 4808 4353 4770 3745 4938 5499 4778 5698 5604 5248 3252 5316 4311 2860 3940 3755 4711 4217 5156 3058 4733 3772 4331 4207 3213 2957 3376 2577 3076 4082 4431 3619 4039 4366 4061 5682 4937 5365 5341 4796 4202 3239 4519 3749 3689 4050 4075 3296 3066 3080 3416 3088 2641 2961 3872 4441 4598 5366 4933 3195 2941 3915 1916 1928 3840 3303 3414 3046 3617 3452 3600 4576 3731 4414 3506 3856 2836 2661 2654 3734 3451 3589 4089 3834 2085 2269 2464 2320 2479 2470 2595 2854 2427 2894 3321 2633 3630 2763 3177 1250 2416 2499 2075 2673 1911 1669 2235 2301 2396 2290 2291 2429 2191 3094 2236 2058 2981 3052 3063 3946 2344 2234 3874 3704 1874 1788 2507 2155 2043 2868 1317 2025 2196 2145 3356 1311 2260 2414 1523 1399 1315 1482 1251 1315 1748 2150 2129 1930 2049 3038 3064 2963 2967 2389 2470 2729 1752 1644 2485 2210 2212 2046 2120 1647 1522 1664 1857 1431 1492 2463 2146 2214 2379 2370 2662 4462 2734 3935 2585 1667 2813 1210 1338 1169 2509 1723 1711 2338 1656 2166 3054 2357 3457 3194 1682 2438 2223 2282 2131 2043 1564 2149 2022 1893 3059 2054 1891 2107 2177 1436 2066 1559 1475 2068 1952 1811 1888 2284 1410 1841 1718 1966 2705 1528 2659 2288 1688 2095 2044 2622 2127 2269 1986 2138 1794 2054 1795 2127 1551 2301 1305 1275 2533 1680 3052 2903 3122 3223 3451 2827 2271 2270 1777 2181 2297 1692 2291 2355 2484 2220 2402 1739 2225 2307 2312 2845 2137 2762 2056 1431 1450 1280 1299 2856 1685 1881 1712 1599 1544 1633 2038 2099 1829 1918 3017 2483 2655 3284 3801 2673 2938 2436 2655 2436 1993 1566 1625 1387 1300 1808 2618 1970 2203 1341 1917 1233 1153 1259 2121 1046 860 974 1171 2270 2112 2130 2155 2297 1818 2192 2129 1479 2200 1497 1800 3652 3476 2862 3429 2498 2386 1760 1910 1520 2516 1361 2261 1856 1629 1837 1854 3116 1533 1988 2552 1868 1881 2726 2529 1133 1857 1775 1206 1788 2717 2026 2403 2027 2368 1597 2086 1653 1492 1611 2343 1898 1574 994 1420 1536 1181 1233 1395 1311 2876 1677 2018 2946 2935 2145 2205 1972 2205 2278 1497 1163 1170 1582 1287 2112 1831 2246 2119 2035 1710 1809 1377 2279 1167 1849 2358 2449 2340 1576 2218 1944 1638 2136 2388 1639 1725 1694 1803 1656 2326 2449 2137 2194 1726 1058 1058 1458 1475 1435 1594 2522 1411 1331 1655 1454 1278 1280 1360 1367 1923 1402 1488 1360 1414 3271 2386 2010 2491 2149 2073 2339 2183 2960 2100 1713 2077 2261 1714 1651 1982 2383 1224 2227 2132 3819 3087 2250 2071 2085 1771 3097 3231 1868 2975 1570 1375 1390 1758 1677 1970 1670 1493 1740 1759 1982 1670 1849 2447 2127 1851 1961 1930 2124 2179 1880 2285 1480 1617 2205 1686 1660 1811 2096 1994 1971 1723 2208 1807 1984 2198 2152 2138 2300 2140 1634 1463 1458 1575 1536 2054 2437 1664 2622 3363 3416 2265 2881 3736 3417 2575 1844 2141 2352 1599 2302 2296 1991 2176 1996 2437 2503 2275 2891 2387 2186 1667 2295 2123 2683 2708 2125 1881 2203 1573 2523 2206 2355 3126 2671 1302 1163 1457 1749 1167 1551 2129 1873 1803 1870 1371 1658 1695 1523 1176 1961 1962 1902 1736 1874 1563 1811 1909 1463 1845 1394 1452 1865 2408 2292 1882 1024 941 2389 2541 2012 1096 1940 1760 1276 2578 2565 2068 2486 1598 1506 1779 1678 1174 1558 2432 1180 2174 1680 2548 1997 2294 2283 2622 2797 1987 1739 2494 2083 2580 3181 2381 2442 2204 2368 3567 3178 2841 2304 2150 1853 2175 2271 1536 2147 2546 2547 2783 2478 2296 2293 2002 2358 2601 2135 1136 2143 1140 2308 1625 3339 2786 2868 3099 4034 2968 2328 2025 2013 2557 2217 2105 2102 2140 2759 2349 1991 2038 2214 2209 1744 1666 1828 1687 1497 2248 2473 2960 1956 1982 2044 2079 1902 1925 2006 1756 1502 2076 1986 2305 2153 1878 2215 2051 1974 1262 1572 1256 1725 1562 929 3467 3004 2267 2179 3027 2264 3240 2697 3075 2043 2014 1705 1733 1907 2463 2154 2722 2157 1413 2115 2505 2494 2377 2588 1868 1624 1631 1867 1392 3213 3240 1759 3322 1908 2428 2381 2411 2147 1862 2192 2380 2459 2289 2705 1663 1586 1546 1742 1558 1896 1290 2535 1578 1379 1367 1389 1293 1171 1445 2203 1268 1366 2486 2543 2031 847 1506 2156 1443 2358 2346 2998 2071 1583 1742 1639 1601 1531 1642 1491 2686 2834 2700 2961 1703 1465 1943 1413 1413 1541 1848 1793 1972 1793 2678 2676 2264 2583 2571 1981 1815 1647 1973 2216 1656 1335 1010 1012 1011 1724 2034 2570 1483 1486 1955 1766 1802 1931 2216 2932 2898 3503 2650 2392 Tree=0 num_leaves=64 num_cat=7 split_feature=0 2 25 16 25 2 3 4 4 3 2 26 25 25 8 0 6 6 3 12 6 2 0 0 0 26 25 7 12 8 4 2 7 6 11 2 0 2 10 0 3 3 7 25 12 3 4 2 3 4 2 2 26 25 4 18 6 3 8 10 2 2 7 split_gain=3.21857e+07 1.58456e+07 1.23835e+07 5.57326e+06 4.75459e+06 4.15828e+06 3.04776e+06 2.96588e+06 2.65736e+06 1.90466e+06 1.86904e+06 1.83735e+06 1.54864e+06 1.4734e+06 2.38899e+06 1.20492e+06 1.0861e+06 1.02678e+06 953298 924604 902786 836074 779245 690747 677381 670093 616901 614605 611998 523493 450340 848398 432647 406563 763789 577672 362863 332610 326685 351188 321764 318852 279194 268927 257293 250815 241660 237282 236443 231461 229488 200481 194635 470456 189551 186653 172985 156345 152598 139293 130801 128555 112902 threshold=156.17100000000002 362.00600000000003 0 267.04450000000003 1 50.651000000000003 471.50829000000004 448.18200000000007 370.75000000000006 414.21050000000008 55.173000000000009 2022.5000000000002 2 3 1117.4100000000001 367.42525000000006 102.82750000000001 422.87500000000006 888.10000000000014 164.49524000000002 254.50300000000001 873.74500000000012 14.103000000000002 538.27200000000016 297.71250000000003 2022.5000000000002 4 158.33975000000001 871.41750000000013 13.899000000000001 244.70480000000003 590.51250000000016 25.506607500000005 51.871000000000009 53.047500000000007 23.455000000000002 46.075800000000008 132.27250000000004 56.653500000000001 1077.3535000000002 205.81150000000002 73.477250000000012 150.01600000000005 5 43.251000000000012 55.162000000000006 111.55832500000001 53.45750000000001 111.55832500000001 214.30459450000004 214.51943450000005 149.75950000000003 2022.5000000000002 6 137.65187500000005 0.52040000000000008 2.3360000000000003 88.867750000000015 3.1386600000000007 66.260000000000005 37.958750000000002 71.925535000000011 26.695200000000003 decision_type=2 2 9 2 9 2 2 2 2 2 2 2 9 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 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=2 4 5 6 8 13 24 10 9 17 11 -7 21 33 18 37 43 25 28 -18 32 22 41 -8 45 -2 36 60 -15 -17 31 -26 -9 52 35 -35 40 -10 39 48 49 51 57 -12 -43 -3 -19 -13 55 -14 -42 -4 53 -1 61 -6 -40 -24 -44 -54 -11 -38 -50 right_child=1 3 12 -5 38 7 23 20 15 27 16 47 26 14 -16 29 19 46 -20 -21 -22 -23 42 -25 30 -27 -28 -29 -30 -31 -32 -33 -34 34 -36 -37 54 -39 56 -41 50 44 58 -45 -46 -47 -48 -49 62 -51 -52 -53 59 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64 leaf_value=15.014013298489976 15.337116998105854 16.446373289385175 14.042454565337952 22.599829673849953 14.305753915865715 18.41284131336829 18.413525747530681 15.341049946995172 15.285187911094818 16.782596322597655 14.66962629376723 15.805825688280258 14.001577961865925 14.198537844941958 17.66794532221714 16.812154611106852 14.995792792490231 15.977675557038777 15.987802947026088 16.753792779949613 18.478713259996567 15.748788739027177 14.21297006632931 20.812739885493567 16.448144124392201 14.76618591835504 13.952718322675024 18.298732918583763 15.949711831392442 18.81600907981554 16.156022771998693 18.849551514346139 17.215951509775316 14.480252258911237 16.440381245419424 16.209817929892605 14.134048253441605 16.910400405229723 15.627093280191151 15.252415023830839 14.285644811949025 14.2188519271182 15.541909730336659 14.340265854302729 14.981090641172322 15.011368632451768 17.466035780729445 14.413774908683294 14.678224728126565 14.400727486240488 15.409372211279068 14.320770165168284 14.303387131283785 14.440936185875342 14.917433724907346 15.122595282229412 14.544295684923325 14.561951717532525 14.518067396373334 14.703958770854081 15.679234162584821 14.521853889501156 15.549433432152037 leaf_weight=186 469 21 16285 22 791 26 28 32 34 22 550 25 29458 9242 20 22 206 24 30 35 22 30 2039 21 31 366 38187 22 20 32 35 28 20 158 29 22 943 20 36 49 199 572 24 564 48 29 20 24 51 146 20 263 705 801 35 29 25 137 37 99 21 94 21 leaf_count=186 469 21 16285 22 791 26 28 32 34 22 550 25 29458 9242 20 22 206 24 30 35 22 30 2039 21 31 366 38187 22 20 32 35 28 20 158 29 22 943 20 36 49 199 572 24 564 48 29 20 24 51 146 20 263 705 801 35 29 25 137 37 99 21 94 21 internal_value=14.0677 15.2481 14.0439 17.8311 14.9778 14.3343 17.2875 14.8285 15.4444 15.2875 14.7275 16.2641 14.0018 14.2688 14.2154 16.9434 14.6424 15.1653 14.2081 15.2511 16.7806 14.0807 14.0781 19.4418 16.5545 15.0869 13.9796 16.9393 14.2023 17.9996 17.0547 17.5878 16.0622 14.5147 14.9343 14.6916 14.0129 15.8871 14.4701 14.4282 14.0064 14.0552 14.2536 14.5107 14.2779 15.6141 16.6542 15.124 14.3829 14.0035 14.3883 14.0469 14.4682 14.5623 14.1936 14.3346 15.1833 14.2349 14.9209 14.3527 16.2437 14.1692 14.9323 internal_weight=0 2269 101333 215 2054 12816 193 1504 1052 944 1430 75 88517 11312 9312 108 1355 879 9292 241 74 19435 19405 49 144 835 69082 65 9262 54 94 59 52 2000 209 180 30895 54 1002 941 29823 17168 2237 1114 620 50 44 49 892 29604 219 16548 1791 987 1072 820 61 2176 61 804 43 1037 72 internal_count=103602 2269 101333 215 2054 12816 193 1504 1052 944 1430 75 88517 11312 9312 108 1355 879 9292 241 74 19435 19405 49 144 835 69082 65 9262 54 94 59 52 2000 209 180 30895 54 1002 941 29823 17168 2237 1114 620 50 44 49 892 29604 219 16548 1791 987 1072 820 61 2176 61 804 43 1037 72 cat_boundaries=0 6 11 17 22 28 32 37 cat_threshold=1074823168 536887298 544 36864266 2148016176 1 9486340 512 544 33554432 8256 335562624 164512 528842 205590560 1130564 384 1073774592 536870912 0 131072 2147483648 581238788 2428502032 429981712 268445184 687867010 5632 32768 0 512 35651584 0 536870912 0 131072 2147483648 is_linear=0 shrinkage=1 Tree=1 num_leaves=64 num_cat=13 split_feature=0 2 25 16 25 1 3 4 4 25 2 6 1 3 25 1 24 0 1 1 9 8 2 2 24 0 0 25 24 25 5 3 24 0 4 8 0 3 6 25 4 21 2 3 10 0 3 1 4 3 0 1 3 2 0 8 1 25 5 2 3 25 11 split_gain=3.15451e+07 1.55303e+07 1.21384e+07 5.46243e+06 4.65997e+06 4.40033e+06 2.92149e+06 2.70022e+06 2.60447e+06 2.52683e+06 2.03866e+06 2.06749e+06 1.99834e+06 1.86676e+06 1.51783e+06 1.39561e+06 1.36603e+06 1.18095e+06 1.12626e+06 1.02168e+06 980939 905258 833752 819436 795003 763738 724246 718185 615692 604631 560417 530612 529490 520487 1.02707e+06 513076 449242 444899 429372 397524 356476 336079 325991 325340 320184 344199 312507 311502 273890 271973 272287 261499 231738 225138 190182 186284 169895 137685 111768 94559.9 76292.4 64216.6 52532.1 threshold=156.17100000000002 362.00600000000003 0 259.21600000000007 1 106.86250000000001 471.50829000000004 321.81750000000005 370.75000000000006 2 31.518750000000004 361.43000000000006 470.21364 414.21050000000008 3 159.97720000000004 4 367.42525000000006 511.57525000000004 543.52500000000009 396.91800000000006 1117.4100000000001 108.13500000000002 873.74500000000012 5 14.103000000000002 438.09750000000008 6 7 8 45.697460000000014 111.55832500000001 9 297.71250000000003 244.70480000000003 13.899000000000001 28.693750000000005 888.10000000000014 66.760000000000019 10 137.65187500000005 144.60500000000005 132.27250000000004 314.56760000000003 56.653500000000001 1077.3535000000002 73.477250000000012 891.44875000000013 4.5710000000000006 211.376 46.075800000000008 87.268457500000025 111.55832500000001 207.31054000000003 66.795000000000016 147.43690000000001 21.000235000000004 11 184.50375000000005 65.544000000000011 314.56760000000003 12 153.48669000000004 decision_type=2 2 9 2 9 2 2 2 2 9 2 2 2 2 9 2 1 2 2 2 2 2 2 2 1 2 2 9 1 9 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 left_child=2 4 5 6 8 9 15 20 13 10 24 16 38 19 23 48 -12 42 -8 26 31 22 37 25 27 46 -2 -1 -24 40 -15 39 36 -17 -35 -19 -27 -11 -9 -7 49 -26 -10 -33 45 52 47 -4 -3 50 -16 -34 57 -51 58 -48 -46 -6 -42 -21 -54 62 -31 right_child=1 3 14 -5 44 7 18 12 17 21 11 -13 -14 30 29 33 -18 35 -20 59 -22 -23 28 -25 41 32 -28 -29 -30 61 -32 43 51 34 -36 -37 -38 -39 -40 -41 54 -43 -44 -45 56 -47 55 -49 -50 53 -52 -53 60 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64 leaf_value=1.2815475359949573 0.8456007499040189 1.9619960238482501 -0.022195662633975974 8.3310939146124809 0.45844583194989424 0.79099801067352293 4.0160382645470758 0.64096159513180073 1.2053142712396734 0.10897082767003566 1.882245239629978 4.3379161071777341 4.9492726281973036 2.0351146154145936 -0.065793830974926179 2.0641949282992971 0.48668560883094525 2.7170112774588846 7.1230656843185418 2.8299365472197531 2.3631197290950352 2.1659344723549756 0.87162790586474315 1.6642790826161704 0.16160913808872707 0.0776224074256954 1.5582541644426644 0.46450608741968197 0.1678892696685825 -0.095250258873479196 3.9102491123335708 1.4436241297412107 0.1004735378811796 5.2337615816933774 2.5252165862492153 4.7008272767066961 1.1094078755650361 1.3714390904562814 2.4958149394392968 0.29901540715930036 0.14803507861763646 1.4713851482868194 2.8142746047973635 0.5984035535597465 0.7358748922115419 1.1728691458215519 0.16966658436304019 1.1685197058590975 0.66403901955177047 0.20430590182357694 0.099471002810223155 0.49174570734592826 1.0719060839414598 1.3292623620033266 1.1064916370391846 0.99056766181156553 1.8600862755775454 0.16811861142618903 0.87188959660737408 1.9422431998252869 0.36524621443314986 -0.12276649950045912 0.40534005003316059 leaf_weight=135 646 37 16526 23 250 365 28 26 34 9076 113 20 26 37 29340 22 222 22 20 30 36 22 249 30 957 67 183 655 272 12001 28 127 1868 28 28 32 114 28 24 372 294 20 20 71 41 49 591 22 29 161 1032 188 50 20 25 29 20 570 23 20 22 26165 21 leaf_count=135 646 37 16526 23 250 365 28 26 34 9076 113 20 26 37 29340 22 222 22 20 30 36 22 249 30 957 67 183 655 272 12001 28 127 1868 28 28 32 114 28 24 372 294 20 20 71 41 49 591 22 29 161 1032 188 50 20 25 29 20 570 23 20 22 26165 21 internal_value=0 1.16864 -0.0235879 3.72577 0.90097 0.263929 3.17409 0.88538 1.36291 0.208867 0.520635 1.21461 2.7006 1.20757 -0.0652387 2.46191 1.02814 2.84692 5.31063 1.08665 0.743303 0.139605 0.135119 0.012838 0.384159 0.0102915 1.00292 0.618401 0.524177 -0.0872029 2.84286 0.680936 0.184088 3.36748 3.87949 3.89261 0.689388 0.112854 1.53129 0.55746 -0.0542637 0.186512 1.80123 1.14054 0.398398 0.356861 -0.0123543 -0.0206126 1.39168 -0.0578751 -0.0601784 0.135592 0.312035 0.32861 0.266778 0.208064 1.10447 0.264274 0.200554 2.47486 0.855982 -0.113831 -0.0942974 internal_weight=0 2269 101333 215 2054 12816 192 1047 1052 11769 2122 355 76 944 88517 144 335 108 48 879 971 9647 9625 19435 1767 19405 829 790 521 69082 65 935 2237 78 56 54 181 9104 50 737 30895 977 54 198 1002 941 17168 16548 66 30553 30372 2056 892 181 342 620 61 820 317 50 72 38187 12022 internal_count=103602 2269 101333 215 2054 12816 192 1047 1052 11769 2122 355 76 944 88517 144 335 108 48 879 971 9647 9625 19435 1767 19405 829 790 521 69082 65 935 2237 78 56 54 181 9104 50 737 30895 977 54 198 1002 941 17168 16548 66 30553 30372 2056 892 181 342 620 61 820 317 50 72 38187 12022 cat_boundaries=0 6 11 16 22 23 24 29 30 36 37 41 47 53 cat_threshold=1074823168 536887298 544 36864266 2148016176 1 9486340 512 544 33554432 8256 1073774592 536870912 0 131072 2147483648 335562624 164512 528842 205590560 1130564 384 284 79 0 536870912 0 131072 2147483648 795 581238788 2428502032 429981712 268445184 687867010 5632 1024 1081344 0 0 35651586 69206528 16 72 2097152 4 1024 2152202264 33824780 32772 2172913668 335710473 2110 is_linear=0 shrinkage=0.01 Tree=2 num_leaves=64 num_cat=13 split_feature=0 2 25 17 1 25 4 25 1 4 2 3 2 2 25 1 0 9 6 3 2 4 11 0 2 8 24 0 24 1 25 26 24 3 10 5 26 8 3 24 12 11 2 2 21 4 1 1 10 0 0 1 0 25 18 0 0 3 24 0 25 2 25 split_gain=3.09189e+07 1.5589e+07 1.21748e+07 4.82964e+06 4.40959e+06 4.15657e+06 2.92496e+06 2.87869e+06 2.6049e+06 2.49135e+06 2.35361e+06 1.85482e+06 1.64904e+06 2.90981e+06 1.52073e+06 1.17579e+06 1.15801e+06 1.06189e+06 1.01077e+06 931191 929498 919688 854653 826407 869758 780494 731105 1.35475e+06 691964 656772 578355 556124 547671 543286 532117 524542 506868 502866 461691 401543 374978 368380 351552 347877 326968 308598 288360 274967 264704 282929 233987 227746 225428 213039 201299 195801 190501 169214 137530 127346 119174 109141 101249 threshold=165.29860000000002 362.00600000000003 0 125.05250000000002 227.56250000000003 1 321.81750000000005 2 511.57525000000004 370.75000000000006 31.518750000000004 414.21050000000008 62.172000000000004 53.45750000000001 3 470.21364 367.42525000000006 396.91800000000006 422.87500000000006 471.50829000000004 108.13500000000002 200.45248750000005 75.218420000000023 28.136200000000002 873.74500000000012 1117.4100000000001 4 36.543600000000005 5 165.05000000000004 6 2022.5000000000002 7 88.867750000000015 143.50500000000002 45.697460000000014 2022.5000000000002 13.899000000000001 73.477250000000012 8 22.723000000000003 53.047500000000007 132.27250000000004 590.51250000000016 66.565500000000029 137.65187500000005 891.44875000000013 122.82375000000002 84.823445000000007 1077.3535000000002 29.182600000000004 65.605000000000004 119.88800000000002 9 0.52040000000000008 335.27750000000009 66.795000000000016 284.02750000000009 10 31.975529500000004 11 54.445500000000003 12 decision_type=2 2 9 2 2 9 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 9 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 9 2 9 left_child=2 5 4 8 7 9 17 10 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165383 237195 150937 140008 134501 133462 110848 54930.1 51541.4 48774.7 28471 28164.9 threshold=151.90986000000001 362.00600000000003 0 1 748.92250000000013 2 35.997000000000007 551.9285000000001 3 62.172000000000004 119.59 550.73124000000007 159.97720000000004 4 88.917500000000004 1054.5000000000002 5 241.37250000000003 196.58225000000002 450.66846000000004 1077.3535000000002 166.61000000000004 329.85800000000006 12.608600000000001 1117.4100000000001 765.46000000000015 6 413.40725000000003 103.80570000000002 115.97000000000001 271.24120000000005 2022.5000000000002 514.39811750000013 1062.3775000000003 52.789999999999999 2022.5000000000002 11.157000000000002 285.3250000000001 137.77500000000003 7 118.45 38.038500000000006 31.518750000000004 8 64.594250000000002 198.96750000000003 214.51943450000005 62.172000000000004 9 66.260000000000005 10 538.27200000000016 2022.5000000000002 11 27.754500000000004 79.824400000000011 94.111250000000027 56.897000000000013 130.14450000000002 12 25.999000000000002 153.48669000000004 2022.5000000000002 decision_type=2 2 9 9 2 9 2 2 1 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 9 2 1 2 2 1 2 2 2 2 2 9 2 2 2 left_child=2 3 5 7 12 6 16 17 9 -8 24 32 47 15 -11 20 34 19 -9 27 23 40 -23 42 28 37 41 -2 33 -30 31 -19 39 -7 35 -1 -36 -14 -39 -12 -10 45 -4 -25 53 54 -47 -3 -5 -46 51 56 -53 -18 -15 57 -50 -43 -57 61 62 -28 -52 right_child=1 4 13 48 -6 10 8 18 21 14 11 -13 25 26 -16 -17 44 30 -20 -21 -22 22 -24 43 -26 -27 59 -29 29 -31 -32 -33 -34 -35 36 -37 -38 38 -40 -41 -42 55 -44 -45 49 46 -48 -49 50 -51 60 52 -54 -55 -56 58 -58 -59 -60 -61 -62 -63 -64 leaf_value=0.95700794032468639 0.76501757456564734 0.99228180374417996 -0.023108894054764892 0.0074285840587455685 6.1791322927217225 0.11060920143157109 6.6954492141582351 1.3880471865336099 0.46416235033766462 0.62500113835975302 0.98627308035971695 3.8657304137093678 3.8887738690152767 -0.064853702083242232 3.3762217340015228 2.357897844768706 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101223 2137 211 12665 2012 1243 437 115 10653 665 174 88558 88 20005 1575 1192 51 1045 19984 322 55 19964 9988 111 68553 1019 9964 583 147 112 644 9381 573 509 64 91 63 623 267 30952 17693 2271 1002 29456 188 63 894 118 666 338 56 884 29268 1496 282 1397 99 37601 328 13974 305 internal_count=103571 2348 101223 2137 211 12665 2012 1243 437 115 10653 665 174 88558 88 20005 1575 1192 51 1045 19984 322 55 19964 9988 111 68553 1019 9964 583 147 112 644 9381 573 509 64 91 63 623 267 30952 17693 2271 1002 29456 188 63 894 118 666 338 56 884 29268 1496 282 1397 99 37601 328 13974 305 cat_boundaries=0 6 12 17 18 24 25 31 32 33 38 39 40 46 cat_threshold=1074823168 536920064 4640 171081994 2148540464 1 11567108 536887808 268501544 33554432 8260 1 32768 0 0 131072 2147483680 1038 335562624 2147615394 524746 77824 134825030 768 1093 585433092 281018384 429981716 343934464 587202688 5122 19 1312 327680 2415919236 258 70266880 553648128 3888 2578 2148009992 36970508 163840 2168719428 1140984584 2204 is_linear=0 shrinkage=0.01 Tree=13 num_leaves=64 num_cat=14 split_feature=0 2 25 25 0 25 2 4 6 24 2 4 8 4 25 8 9 2 24 6 2 3 3 0 0 6 3 4 0 13 26 25 0 25 2 4 3 26 4 24 8 24 6 2 2 24 2 3 6 0 4 0 15 6 25 24 7 10 0 10 0 24 26 split_gain=2.24507e+07 1.14852e+07 9.33762e+06 3.86085e+06 3.83662e+06 2.99602e+06 2.44201e+06 2.13856e+06 2.21844e+06 1.89773e+06 5.93527e+06 1.94075e+06 1.49251e+06 1.81037e+06 1.25343e+06 1.25077e+06 1.15021e+06 1.13417e+06 1.01054e+06 913435 1.53943e+06 792903 726794 701420 847637 701415 678064 618065 605971 546484 482467 452499 448304 444381 405049 392715 391457 592336 376774 359896 352650 339532 331465 300668 279775 257317 255075 248641 187882 187584 176496 172777 162867 160480 152610 150382 149083 140216 136990 135741 114804 87477.2 77821.7 threshold=151.90986000000001 362.00600000000003 0 1 748.92250000000013 2 35.997000000000007 194.61300000000003 146.00000000000003 3 62.172000000000004 321.81750000000005 551.49600000000009 156.13200000000003 4 220.81250000000003 155.268 1054.5000000000002 5 181.63000000000002 362.00600000000003 1077.3535000000002 352.68673250000012 438.09750000000008 468.26850000000007 233.37814 383.96180000000004 448.18200000000007 12.608600000000001 53.312450000000005 2022.5000000000002 6 62.220400000000005 7 590.51250000000016 130.1901 52.789999999999999 2022.5000000000002 422.08750000000003 8 1117.4100000000001 9 27.10106 43.933 31.518750000000004 10 11.223500000000003 284.02750000000009 361.43000000000006 38.467500000000008 137.65187500000005 55.204000000000015 72.252500000000012 172.78900000000002 11 12 42.376000000000012 72.966400000000021 59.886000000000003 86.722500000000011 26.339000000000002 13 2022.5000000000002 decision_type=2 2 9 9 2 9 2 2 2 1 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 1 2 1 2 2 2 1 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 1 2 left_child=2 3 5 7 25 6 18 23 38 10 -8 53 19 40 17 48 -12 21 36 32 22 28 -21 33 -25 30 -27 -17 44 -26 34 43 39 55 -3 -32 37 -1 62 -7 -14 -35 -38 50 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29 20 108 271 136 52 42 234 210 63 48 20 25 1505 344 36 internal_value=0 0.967362 -0.0217497 0.747596 3.19314 0.232119 0.58549 1.10514 2.06694 1.24979 2.32494 0.769705 0.164893 1.49275 -0.0580761 3.30005 1.26873 0.0115724 0.40489 0.154495 0.60107 0.00913731 0.43784 0.933478 1.39427 2.57133 3.50524 4.46352 0.00714361 1.19251 2.13969 -0.0783995 0.135142 0.787812 2.82655 1.54942 0.736713 0.656888 1.15833 0.120666 0.672075 0.984981 1.48668 -0.0500373 -0.0125947 0.160922 1.83245 0.0975001 2.02024 0.20573 -0.0566369 0.0769615 0.160227 0.513881 0.235481 0.447629 0.312314 0.44085 0.188426 0.268643 -0.0590675 0.237439 0.668054 internal_weight=0 2348 101223 2137 211 12665 2012 1243 198 437 115 322 10653 84 88558 84 88 20005 1575 10569 439 19984 408 1045 251 174 55 44 19964 224 119 68553 10130 794 55 64 573 509 114 9672 64 476 64 30952 17693 2271 48 1322 40 1002 29630 1293 894 285 894 318 666 458 291 603 29339 578 66 internal_count=103571 2348 101223 2137 211 12665 2012 1243 198 437 115 322 10653 84 88558 84 88 20005 1575 10569 439 19984 408 1045 251 174 55 44 19964 224 119 68553 10130 794 55 64 573 509 114 9672 64 476 64 30952 17693 2271 48 1322 40 1002 29630 1293 894 285 894 318 666 458 291 603 29339 578 66 cat_boundaries=0 6 12 17 18 24 25 31 36 37 38 39 44 45 46 cat_threshold=1074823168 536920064 4640 171081994 2148540464 1 11567108 536887808 268501544 33554432 8260 1 32768 0 0 131072 2147483680 1038 335562624 2147615394 524746 77824 134825030 768 1093 585433092 281018384 429981716 343934464 587202688 5122 3145728 0 66048 33554432 68 27 1370 1328 327680 2415919236 258 70266880 553648128 1049 3872 is_linear=0 shrinkage=0.01 Tree=14 num_leaves=64 num_cat=10 split_feature=0 2 25 25 0 25 2 4 8 4 2 4 1 8 1 25 5 2 12 1 8 1 0 0 0 1 2 25 5 7 5 13 1 13 1 25 10 1 1 8 26 2 0 4 1 7 13 25 7 2 0 0 26 25 5 16 26 1 25 25 0 2 10 split_gain=2.201e+07 1.12553e+07 9.15192e+06 3.78538e+06 3.76027e+06 2.93636e+06 2.39341e+06 2.09506e+06 1.76813e+06 1.64535e+06 1.73403e+06 2.73241e+06 1.62031e+06 1.60663e+06 1.47605e+06 1.22854e+06 1.11293e+06 1.11159e+06 951255 862120 760638 679758 584172 530036 886101 528125 478169 443523 352671 338596 331232 582711 329490 333471 309156 294959 268862 253898 214144 209002 258604 206517 185260 184528 173181 163880 160334 148082 152462 147274 129164 117682 147894 108293 107317 84521.7 82903.1 53492.2 51390.7 51285.6 32109.8 47751.5 26415.6 threshold=151.90986000000001 362.00600000000003 0 1 748.92250000000013 2 35.997000000000007 194.61300000000003 189.18140000000002 448.18200000000007 57.433500000000009 8.0827500000000025 470.21364 242.70250000000001 159.97720000000004 3 318.54282000000006 1054.5000000000002 164.49524000000002 765.46000000000015 1117.4100000000001 38.038500000000006 12.608600000000001 438.09750000000008 468.26850000000007 765.46000000000015 65.544000000000011 4 1062.3775000000003 212.52070000000001 117.18750000000001 143.73350000000002 285.3250000000001 137.77500000000003 38.038500000000006 5 897.08550000000014 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63 74 1087 101 927 10972 74 20280 868 824 319 40 9164 254 1808 611 487 134 40 19793 1142 44 68034 2133 8910 17660 986 59 113 712 1079 28371 75 176 54 63 145 1957 353 511 514 1247 100 568 541 17146 1197 27124 cat_boundaries=0 6 12 13 19 24 25 26 29 35 36 37 43 cat_threshold=1074823168 536887298 4640 175276330 2148016160 1 1081348 512 552 33554432 64 1 32768 335562624 164512 65994 67186688 1065044 896 1073774592 0 4096 131072 2147483680 1100 32768 16384 672 8 547684356 2428502032 296222720 268438016 721486978 7170 1024 3200 69272064 537018384 65600 3145728 16785428 5120 is_linear=0 shrinkage=0.01 Tree=21 num_leaves=64 num_cat=15 split_feature=0 2 25 16 25 2 6 25 2 6 8 3 25 2 25 9 3 2 3 24 25 7 2 10 26 0 25 2 7 0 7 12 25 6 24 7 3 12 25 0 0 0 10 12 2 2 24 0 2 10 2 10 3 2 24 24 3 7 25 2 0 3 9 split_gain=2.13408e+07 1.2294e+07 7.89185e+06 6.684e+06 4.95756e+06 2.87723e+06 2.38989e+06 1.95516e+06 2.13974e+06 2.06169e+06 1.87564e+06 1.23424e+06 1.18111e+06 1.06774e+06 1.01758e+06 942392 819902 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137608 122119 207426 120124 98527.3 threshold=151.90986000000001 590.51250000000016 0 81.551225000000017 1 50.651000000000003 233.37814 2 57.433500000000009 448.18200000000007 194.61300000000003 388.83500000000009 95.870875000000012 3 352.68673250000012 384.29599999999999 176.37682000000004 220.81250000000003 166.73240000000001 543.52500000000009 4 422.08750000000003 164.49524000000002 362.00600000000003 383.96180000000004 132.27250000000004 227.56250000000003 206.28168000000002 5 505.12500000000006 468.26850000000007 14.103000000000002 146.25599000000003 165.22760000000002 6 106.765 87.050000000000026 22.723000000000003 130.14450000000002 43.311250000000008 35.564 538.27200000000016 285.35875000000004 7 384.29599999999999 522.5150000000001 370.75000000000006 8 50.617500000000014 25.632000000000001 518.47500000000002 48.057790000000004 83.590500000000006 31.092000000000002 70.38600000000001 59.640000000000008 507.61050000000006 98.190625000000011 9 137.65187500000005 50.541375000000009 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350 150 11147 175 88314 76 84 51 1087 101 940 10972 74 319 880 835 20280 9148 252 487 134 40 19793 1127 45 68034 8896 17660 514 113 30159 986 60 40 1824 56 75 684 1064 1703 63 145 302 2133 353 1330 460 375 109 17146 28829 284 96 1221 internal_count=103251 2323 100928 106 2217 12614 1090 1467 380 350 150 11147 175 88314 76 84 51 1087 101 940 10972 74 319 880 835 20280 9148 252 487 134 40 19793 1127 45 68034 8896 17660 514 113 30159 986 60 40 1824 56 75 684 1064 1703 63 145 302 2133 353 1330 460 375 109 17146 28829 284 96 1221 cat_boundaries=0 6 12 13 19 24 27 33 38 44 50 cat_threshold=1074823168 536887298 4640 175276330 2148016160 1 1081348 512 66088 33554432 64 1 32768 335562624 164512 65994 67186688 1065044 896 1073774592 0 4096 134348800 2147483680 16384 672 8 581238788 2428502032 296222720 268438016 721486978 7170 0 0 0 0 2147483680 67109376 536887312 64 3145728 8212 5120 67126400 672 65728 65536 68 512 is_linear=0 shrinkage=0.01 Tree=23 num_leaves=64 num_cat=15 split_feature=0 2 25 16 25 2 6 25 2 6 8 10 5 25 1 6 2 1 5 25 1 2 2 5 5 24 1 25 2 1 5 0 0 10 25 24 1 1 25 0 0 24 6 6 0 2 9 0 24 1 0 0 2 1 14 25 10 0 5 25 1 2 24 split_gain=2.05018e+07 1.18092e+07 7.58221e+06 6.42062e+06 4.8197e+06 2.76386e+06 2.19818e+06 1.88698e+06 2.05408e+06 2.00266e+06 1.83571e+06 1.20769e+06 1.19647e+06 1.1346e+06 1.13111e+06 1.08306e+06 1.04782e+06 1.1903e+06 987470 905034 893686 736188 666162 640856 579913 572368 546331 522141 1.03332e+06 478572 477412 466223 462575 401461 358417 283887 247375 245729 243203 243024 504606 225096 287856 229812 221707 211688 195981 192246 168529 164955 153854 153032 137294 127318 200915 151408 106016 104016 94996.3 79938.6 74337.5 72293.3 64911.6 threshold=151.90986000000001 590.51250000000016 0 81.551225000000017 1 50.651000000000003 233.37814 2 55.173000000000009 228.27997500000004 1117.4100000000001 553.80150000000015 388.83500000000009 3 242.38250000000002 372.84853050000009 654.54975000000002 169.65250000000003 440.98528000000005 4 543.52500000000009 362.00600000000003 132.27250000000004 543.52500000000009 440.98528000000005 5 438.86250000000007 6 505.12500000000006 165.05000000000004 143.79350000000002 14.103000000000002 384.29599999999999 255.87150000000005 7 8 130.14450000000002 43.311250000000008 9 538.27200000000016 285.35875000000004 10 176.37682000000004 345.35355000000004 30.422500000000003 108.13500000000002 66.973890000000011 367.42525000000006 11 83.590500000000006 38.467500000000008 70.38600000000001 98.190625000000011 41.596500000000006 33.249000000000002 12 84.823445000000007 27.754500000000004 22.173850000000005 13 23.061000000000003 59.640000000000008 14 decision_type=2 2 9 2 9 2 2 9 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 1 2 9 2 2 2 2 2 2 9 1 2 2 9 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 9 2 2 1 left_child=2 4 5 16 6 10 20 8 -7 23 12 26 19 22 -11 18 -3 -18 -14 25 21 24 31 -10 -2 -1 32 28 36 -21 -19 53 -8 38 37 44 -24 57 -6 40 -22 -9 46 -44 -33 48 -43 -47 -40 -37 59 56 -53 55 -55 -4 -39 61 -23 -29 -52 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20280 487 835 2018 128 487 134 8923 40 19793 94 1127 68034 2133 113 30159 1104 60 40 863 611 61 176 888 550 97 791 1957 353 1330 109 17660 888 16772 1221 28829 45 302 51 27519 1310 cat_boundaries=0 6 12 15 21 26 27 30 36 37 42 43 44 50 55 56 cat_threshold=1074823168 536887298 4640 175276330 2148016160 1 1081348 512 66088 33554432 64 1 32768 0 512 335562624 164512 65994 67186688 1065044 896 1073774592 0 4096 134348810 2147483680 1101 16384 672 8 581238788 2428502032 296222720 268438016 721486978 7170 1024 41943168 2415919236 8388864 45058 536870912 3200 713 67126400 672 65600 65536 68 512 1024 131072 64 0 4 1026 is_linear=0 shrinkage=0.01 Tree=24 num_leaves=63 num_cat=0 split_feature=0 2 16 2 1 4 9 1 4 0 16 5 3 2 1 1 9 9 3 4 26 5 12 8 12 26 15 3 0 8 1 26 5 7 0 3 7 3 10 8 10 0 2 3 5 2 26 2 0 17 17 4 8 5 12 0 5 5 9 9 4 1 split_gain=2.00947e+07 1.15741e+07 6.29285e+06 4.33293e+06 3.60089e+06 1.83052e+06 1.75362e+06 1.66202e+06 1.53556e+06 1.34358e+06 1.28764e+06 1.06508e+06 1.13531e+06 1.02697e+06 1.16884e+06 956802 1.28949e+06 919586 762335 740020 729768 811138 692892 608010 557108 601232 548523 544526 539091 501927 453644 447115 428280 424245 589016 417322 397669 375842 368300 357660 323276 282825 273894 267645 262530 236586 728657 247067 163730 160624 153563 129499 127557 126289 122367 111917 104471 101688 86661.2 43005.3 16682.6 9056.93 threshold=151.90986000000001 590.51250000000016 81.551225000000017 50.651000000000003 365.42300000000006 207.31054000000003 361.71125000000001 106.86250000000001 133.58000000000001 538.27200000000016 134.39850000000001 388.83500000000009 108.75750000000001 654.54975000000002 511.57525000000004 414.53600000000012 32.571750000000009 137.55900000000003 73.477250000000012 95.658810000000017 2022.5000000000002 174.00500000000002 147.16000000000003 155.87450000000004 307.63250000000005 2022.5000000000002 198.78000000000003 133.65000000000001 25.145000000000007 372.84853050000009 511.57525000000004 2022.5000000000002 108.75750000000001 153.91890000000004 13.046750000000001 439.23750000000007 132.01500000000001 296.58675000000005 94.809500000000014 1117.4100000000001 167.84800000000004 104.04600000000001 55.173000000000009 25.974 93.893500000000017 1054.5000000000002 2022.5000000000002 55.173000000000009 119.88800000000002 77.823750000000018 194.28500000000005 87.012500000000017 120.63600000000001 10.119750000000002 189.18140000000002 54.445500000000003 12.353700000000002 39.669500000000006 192.81900000000002 28.785 301.86800000000011 602.65050000000008 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 4 13 7 8 15 20 11 24 26 33 19 51 -3 31 18 56 23 45 28 21 30 38 49 25 35 37 53 39 43 -6 -15 -11 40 -35 -2 57 -10 58 -1 52 42 -20 -21 -27 47 -47 -5 -43 55 -51 59 -7 -25 -30 -9 61 -22 -19 -13 -53 -17 right_child=1 2 -4 5 6 10 -8 17 9 32 -12 12 -14 14 -16 16 -18 22 41 29 36 -23 -24 27 -26 44 -28 -29 54 -31 -32 -33 -34 34 -36 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9 12 0 9 4 3 26 14 15 12 0 0 0 6 8 4 7 11 4 0 0 5 10 10 4 24 5 7 5 5 1 8 5 4 8 0 4 8 1 0 24 24 0 11 10 13 3 1 split_gain=1.78072e+07 5.54719e+06 4.35444e+06 2.64585e+06 2.18239e+06 1.87857e+06 1.77283e+06 1.68635e+06 1.6514e+06 1.79233e+06 1.22185e+06 1.02897e+06 818786 754124 724065 709066 708908 890608 676298 630582 853218 591331 586076 529118 523776 507521 464518 451160 431241 430973 371182 483969 337233 329455 326856 300855 296995 281221 310739 279885 263484 246844 226370 226350 331714 178986 357255 168906 168228 165232 571401 135899 105650 103389 102570 78680.7 threshold=151.90986000000001 439.23750000000007 122.82375000000002 262.14225000000005 670.0675 66.588000000000022 332.25000000000006 362.01900000000001 128.54450000000003 281.29860000000002 883.10000000000014 329.28675000000004 156.13200000000003 79.668750000000017 2022.5000000000002 278.25000000000006 198.78000000000003 53.102499999999999 25.145000000000007 658.11750000000018 367.42525000000006 153.80500000000004 361.43000000000006 359.70000000000005 7.7340000000000009 307.11400000000009 228.79300000000003 106.88450000000002 413.40725000000003 62.558000000000007 29.582250000000002 53.087499999999999 422.08750000000003 0 160.32750000000001 21.825000000000006 418.34600000000006 196.58225000000002 14.904238000000001 212.67444500000002 44.824950000000008 392.81250000000006 220.81250000000003 57.761500000000005 42.063020000000009 86.455000000000027 198.78000000000003 91.472000000000023 1 2 29.182600000000004 52.252500000000012 23.801750000000002 78.579000000000008 514.39811750000013 414.53600000000012 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 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 left_child=2 3 5 4 16 12 21 10 13 23 37 14 18 15 19 25 28 -18 36 20 -5 27 30 43 55 48 45 34 32 -26 40 -32 -2 -30 -7 -29 42 38 -3 54 -14 -28 -1 53 -45 47 -47 -15 -4 50 -20 -51 -38 -10 -23 -16 right_child=1 7 8 11 -6 6 -8 -9 9 -11 -12 -13 22 26 24 -17 17 -19 49 -21 -22 39 -24 -25 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2.59288e+06 2.13886e+06 1.84119e+06 1.73755e+06 1.65279e+06 1.62e+06 1.46965e+06 1.19754e+06 1.00849e+06 802493 709656 662840 638354 637004 618033 836239 579564 574413 513353 464705 442182 436685 422397 419872 663125 917652 363796 474338 333047 320352 294868 291085 275625 304555 275213 258241 256317 255029 442213 239490 230641 221865 212976 164111 161944 560030 133195 123279 103548 94013 85089.8 77115 threshold=151.90986000000001 439.23750000000007 122.82375000000002 262.14225000000005 670.0675 66.588000000000022 332.25000000000006 362.01900000000001 119.56500000000001 206.28168000000002 883.10000000000014 329.28675000000004 156.13200000000003 2022.5000000000002 25.145000000000007 291.83400000000006 374.95650000000006 658.11750000000018 367.42525000000006 153.80500000000004 361.43000000000006 7.7340000000000009 35.202375000000011 106.88450000000002 438.09750000000008 62.558000000000007 47.943000000000005 53.047500000000007 56.897000000000013 29.582250000000002 53.087499999999999 0 160.32750000000001 21.825000000000006 418.34600000000006 196.58225000000002 14.904238000000001 302.94500000000005 44.824950000000008 284.54000000000008 47.412500000000001 7.7340000000000009 1 2 220.81250000000003 198.78000000000003 2022.5000000000002 3 29.182600000000004 52.252500000000012 36.263500000000001 23.801750000000002 59.886000000000003 198.78000000000003 414.53600000000012 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 1 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 1 2 2 2 2 2 2 2 left_child=2 3 5 4 15 12 19 10 16 39 35 13 14 17 34 24 26 18 -5 23 29 54 -17 32 43 -23 42 53 -29 38 -31 -26 -7 -25 44 36 -3 50 -14 40 46 -42 52 -2 -1 -44 -10 48 -16 -49 -21 -36 -4 -28 -15 right_child=1 7 8 11 -6 6 -8 -9 9 -11 -12 -13 20 21 47 22 -18 -19 -20 37 -22 25 -24 33 31 -27 27 28 -30 30 -32 -33 -34 -35 51 -37 -38 -39 -40 -41 41 -43 45 -45 -46 -47 -48 49 -50 -51 -52 -53 -54 -55 -56 leaf_value=-0.046301778305389132 0.24339920633946666 0.3314812633124265 -0.058269783529465664 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2515 762 243 745 664 65711 18236 18216 259 741 70 16997 64970 24474 1219 46 55 241 81 171 270 242 394 363 cat_boundaries=0 5 11 16 17 18 24 25 31 32 38 39 45 cat_threshold=1074823168 536887298 4648 171082026 1581088 1081344 0 544 33554432 0 1 32768 536870912 0 131072 32 1228 1611 276842368 2147648160 322 67179008 151078102 1 318 103106176 2181038592 276889666 1024 536870980 5121 614 512 536887824 65600 2097152 8196 1024 1024 610598916 272629760 294224016 2147493888 570425344 3968 is_linear=0 shrinkage=0.01 Tree=40 num_leaves=64 num_cat=14 split_feature=25 1 10 2 15 2 1 3 9 25 2 25 25 4 7 3 1 26 3 3 25 25 24 2 18 16 10 1 8 25 24 1 8 25 1 4 12 9 4 2 4 2 10 9 2 7 25 22 3 9 7 4 4 24 3 7 26 25 17 20 4 1 25 split_gain=1.17878e+07 7.54567e+06 3.55791e+06 2.58001e+06 2.09831e+06 2.2363e+06 1.78599e+06 1.56828e+06 1.32952e+06 1.24101e+06 1.05067e+06 903000 746973 741118 1.29003e+06 731418 1.02765e+06 698150 695410 665699 662189 633641 1.62225e+06 595855 505197 497356 421495 417919 414443 400015 519942 386046 352220 341218 330893 314022 313084 331077 288375 273283 265753 257006 320463 238572 234064 216226 205311 200852 197155 140281 134800 128480 125074 110830 109369 138941 101822 81865 68882.5 68469.6 53237.4 50760.4 16558.2 threshold=0 252.45450000000002 143.50500000000002 51.871000000000009 307.63250000000005 55.173000000000009 85.820000000000022 764.58775000000003 551.9285000000001 1 53.45750000000001 2 3 194.61300000000003 301.53500000000008 514.39811750000013 414.53600000000012 2022.5000000000002 439.23750000000007 85.521250000000023 4 5 6 381.19000000000005 404.95850000000007 164.10395400000004 786.71250000000009 40.059500000000007 329.14500000000004 7 8 543.52500000000009 112.96205000000002 9 765.46000000000015 1086.5100000000002 120.57000000000001 26.085500000000003 4.4316985000000004 115.97000000000001 264.75500000000005 71.925535000000011 155.79400000000004 21.649500000000003 228.79300000000003 8.6270000000000007 10 70.203000000000017 364.96250000000003 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5.1740173066180679 -0.040958052509737941 4.4616709594499495 0.14141467611629602 0.17778868693882013 0.19236301073750245 2.5724106037616732 4.0303267570163896 0.8689059938490391 -0.031003814585923061 2.1920440238952636 0.31492583073493913 0.49425158893205839 0.22541149661475732 0.1327313572437919 1.7263046150174859 1.413597926726708 1.8799364478588103 1.1837148188006494 0.81604962309808216 1.683015114579882 0.48165710568950887 0.063006951628106364 2.3651840604026364 0.54459084555080961 -0.059438842130527532 1.5020686845907145 1.3970328623056412 0.22753820485538906 1.7634820291270381 1.5940833451830108 0.25571545424763226 1.1117120675837739 0.083960017069136791 1.2796035617589951 1.126413125558333 0.76677381692109281 0.86182595656031658 -0.053112227543268678 0.95247274966466988 0.84058042652202103 1.468344701336276 0.83148166889144537 -0.24523037663212532 0.76405279602323262 0.045937173732351309 0.014631464100312097 0.33309246406051685 1.695207261585054 -0.075823852575150522 0.59449269785199843 0.48261390533447268 0.30789802694320678 0.10812808771602443 -0.091733565815182258 leaf_weight=105 17700 62 31 24 36 313 552 24 23 27485 21 813 473 206 32 23 38 1862 25 400 181 3060 189 73 26 20 31 131 28 446 880 53 35 14897 28 32 36 23 58 466 47 790 24 22 27 63 638 21 53 31 31 27 28 267 919 161 21 12064 35 25 40 183 17317 leaf_count=105 17700 62 31 24 36 313 552 24 23 27485 21 813 473 206 32 23 38 1862 25 400 181 3060 189 73 26 20 31 131 28 446 880 53 35 14897 28 32 36 23 58 466 47 790 24 22 27 63 638 21 53 31 31 27 28 267 919 161 21 12064 35 25 40 183 17317 internal_value=0 0.353475 1.44535 0.273591 0.730459 0.647908 -0.0327048 1.06325 3.02357 -0.0394588 2.82816 0.245301 0.548806 0.203177 0.663496 2.48596 1.97118 0.180008 0.547118 0.0326768 0.9307 0.279704 0.719215 0.889699 0.0206541 0.324067 0.0186638 0.311069 0.492688 0.0741616 0.206371 1.36881 0.281615 -0.0579701 0.439531 0.460554 0.1109 0.826296 1.08724 0.0166757 0.389863 -0.031525 0.140656 2.00181 0.523085 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4662.27 threshold=218.42700000000005 0 537.86000000000013 191.05350000000001 65.05725000000001 1 194.61300000000003 2 437.65500000000003 362.01900000000001 51.871000000000009 57.433500000000009 670.0675 1117.4100000000001 511.57525000000004 307.63250000000005 307.63250000000005 748.92250000000013 362.00600000000003 109.06105000000001 66.670500000000018 114.45750000000002 321.81750000000005 396.91800000000006 747.71500000000015 3 4 471.50829000000004 199.14240000000004 236.58700000000002 543.52500000000009 361.43000000000006 9.2450000000000028 66.588000000000022 23.006500000000003 2.3292500000000005 5 242.38250000000002 6 128.13330350000004 28.693750000000005 29.566000000000003 245.62500000000003 104.02000000000001 123.21700000000001 43.311250000000008 786.71250000000009 51.871000000000009 7 84.823445000000007 1077.3535000000002 233.37814 119.88800000000002 4.0700000000000012 66.760000000000019 8 9 200.45248750000005 8.3370000000000015 94.663650000000004 1438.4900000000002 decision_type=2 9 2 2 2 9 2 9 2 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 2 9 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 9 2 2 2 2 left_child=1 3 5 7 14 6 15 10 12 17 26 -12 22 18 24 27 -13 31 21 -20 25 -9 23 -5 -4 33 -1 30 36 39 -2 -8 -24 40 48 -36 37 44 45 50 46 -42 -41 53 -22 52 -3 -28 -35 -47 51 -7 -27 -30 56 57 -38 -40 -56 -57 -52 right_child=2 20 4 8 -6 29 9 13 -10 -11 11 16 -14 -15 -16 -17 -18 -19 19 -21 28 -23 32 -25 -26 38 47 -29 43 -31 -32 -33 -34 34 35 -37 54 -39 55 42 41 -43 -44 -45 -46 49 -48 -49 -50 -51 60 -53 -54 -55 58 59 -58 -59 -60 -61 -62 leaf_value=0.85833706496191808 0.68801206525968439 -0.024868711772747167 2.5865493206708474 0.43635208448807006 6.2656755851563961 0.63520834537401594 1.0999446919320643 0.072104165319135993 3.2814975187052853 4.4746128580786966 4.22607239655086 0.56158032872976971 3.0994282479286195 2.0790454899823225 4.0625469645586882 2.9100250443545255 2.718407208442688 3.5304230070114135 0.42877464118497122 2.8689607189012611 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1145 20 206 305 42 30 563 225 20 35 24340 687 21 20 27 23 leaf_count=112 404 15841 26 606 21 73 87 11796 23 22 28 310 20 27 22 22 20 20 145 23 726 616 30 25 25 28515 1475 34 36 29 32 21 37 214 26 28 340 39 13023 38 23 990 35 23 38 1145 20 206 305 42 30 563 225 20 35 24340 687 21 20 27 23 internal_value=0 -0.0143433 0.917981 0.172009 3.24566 0.765292 1.19857 0.143586 0.740419 2.11837 0.39321 0.968682 0.659019 0.100603 2.37689 0.942498 0.692297 1.71339 0.0964367 0.762848 -0.0476522 0.0874166 0.589094 0.497512 1.64975 -0.051963 0.280501 0.850401 0.138199 0.393507 0.768714 1.3769 1.4516 -0.00750385 0.231694 1.10453 0.109325 0.247174 -0.0634716 0.356157 -0.0156309 0.112927 0.859062 0.82715 0.203049 -0.0424516 -0.0238415 0.235495 0.140879 0.0624478 0.302873 0.267606 -0.0467988 0.551744 0.00469341 -0.0802708 -0.0121304 -0.0660625 0.319693 -0.0878466 0.726077 internal_weight=0 102248 1527 15499 94 1433 642 14758 741 150 2151 358 718 12607 73 492 330 128 12580 168 86749 12412 698 631 51 84785 1793 470 1964 791 436 108 67 17447 573 54 1885 803 67338 762 16874 1013 73 79 764 29927 15861 1681 519 1187 689 636 28740 56 1082 37411 1027 13044 55 24367 53 internal_count=103775 102248 1527 15499 94 1433 642 14758 741 150 2151 358 718 12607 73 492 330 128 12580 168 86749 12412 698 631 51 84785 1793 470 1964 791 436 108 67 17447 573 54 1885 803 67338 762 16874 1013 73 79 764 29927 15861 1681 519 1187 689 636 28740 56 1082 37411 1027 13044 55 24367 53 cat_boundaries=0 6 12 17 23 28 34 40 45 51 57 cat_threshold=1074823680 536887298 4640 175276330 2148032544 1 9469952 0 544 33554432 0 1 32768 536870912 4096 131072 2147483680 612386176 2147648032 590298 335609856 135332868 896 0 0 0 0 2147483680 33817728 560 276889608 0 516 1024 304414724 310378512 295698436 2155881472 587204818 7170 1024 544 8 0 4 2152204296 5513357 134250497 17043525 1141014793 28 75513856 2147483776 524544 16855104 17825792 4096 is_linear=0 shrinkage=0.01 Tree=42 num_leaves=55 num_cat=4 split_feature=0 2 2 15 4 4 3 7 3 3 11 14 0 12 4 8 5 8 2 5 12 12 5 3 0 11 4 24 2 2 7 5 10 0 7 24 5 5 2 24 0 9 24 0 0 2 4 11 8 7 3 4 8 7 split_gain=1.28175e+07 5.31911e+06 3.79486e+06 2.4172e+06 2.11713e+06 1.74797e+06 1.26968e+06 1.09899e+06 1.0645e+06 964918 954934 828576 711570 689244 644554 636376 614066 584050 556901 530018 490255 490144 446722 445863 428407 441050 415257 397663 1.42644e+06 2.11408e+06 375540 366316 338124 326165 389515 317991 304763 297581 249777 240605 824449 226472 220551 195418 189338 177678 172556 158115 157985 126961 114696 102632 94167.6 87503.8 threshold=218.42700000000005 537.86000000000013 51.871000000000009 65.05725000000001 341.416 207.31054000000003 270.18175000000008 520.34250000000009 66.588000000000022 260.68518750000004 291.00700000000006 361.43000000000006 28.136200000000002 374.95650000000006 4.5710000000000006 96.823000000000008 240.04000000000002 1117.4100000000001 329.85800000000006 388.83500000000009 1.0532100000000002 395.78950000000003 339.03750000000008 334.76100000000002 748.92250000000013 11.202900000000001 392.81250000000006 0 55.173000000000009 53.45750000000001 33.363500000000009 26.380000000000006 220.78900000000004 51.78475000000001 419.53500000000003 1 63.922000000000004 44.824950000000008 25.999000000000002 2 29.182600000000004 199.13250000000002 3 57.761500000000005 1077.3535000000002 85.347000000000008 93.385000000000005 362.00600000000003 220.81250000000003 146.25599000000003 334.76100000000002 50.37371000000001 1449.0631000000001 21.649500000000003 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 1 2 2 2 2 2 2 2 1 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 8 14 6 9 21 15 12 27 20 19 17 39 -3 32 41 36 26 30 22 35 38 -16 25 31 -17 28 29 -4 47 -8 37 34 -29 49 46 -7 -6 40 -14 50 -32 -35 -37 -30 -1 -10 -38 -2 -11 -21 -19 -41 right_child=1 3 5 -5 10 7 24 -9 11 16 -12 -13 13 -15 23 18 -18 52 -20 51 -22 -23 -24 -25 -26 -27 -28 33 45 -31 42 -33 -34 43 -36 44 48 -39 -40 53 -42 -43 -44 -45 -46 -47 -48 -49 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0.60098456193660865 0.77073853150010108 0.42227615879753894 1.8085111236572267 1.6200725502967834 0.17982708971489941 leaf_weight=87675 261 31 27 21 25 99 39 29 2022 43 25 22 32 21 20 33 20 24 20 20 25 21 24 22 22 29 21 2620 209 22 110 20 20 23 34 817 1812 82 30 2768 1506 21 259 442 59 465 1164 25 58 36 118 20 20 342 leaf_count=87675 261 31 27 21 25 99 39 29 2022 43 25 22 32 21 20 33 20 24 20 20 25 21 24 22 22 29 21 2620 209 22 110 20 20 23 34 817 1812 82 30 2768 1506 21 259 442 59 465 1164 25 58 36 118 20 20 342 internal_value=0 0.908801 -0.0141988 3.21321 0.75764 0.274881 0.636745 1.00617 -0.0270376 0.219907 1.97971 0.177586 -0.0323514 0.0880421 2.35313 0.810922 0.89357 -0.0385453 1.60374 0.160279 1.55787 0.542033 1.9441 1.54584 1.6648 1.35276 1.07579 0.184488 0.394964 2.04779 0.141377 1.8491 0.519039 0.134003 0.091628 0.514924 -0.0391041 0.382702 1.44736 0.0798754 0.181726 0.710797 0.435024 0.378739 0.609975 0.280663 -0.0417634 0.0884431 0.0872347 0.207061 0.583398 1.30197 1.1133 0.0288296 internal_weight=0 1527 102248 94 1433 4348 1304 304 97900 4044 129 2478 95422 4669 73 275 202 90753 74 2456 104 1194 79 42 110 88 54 3842 723 49 2416 59 201 3119 2654 1173 90709 181 55 4648 1538 182 369 465 876 674 88839 2047 1870 297 161 40 44 3110 internal_count=103775 1527 102248 94 1433 4348 1304 304 97900 4044 129 2478 95422 4669 73 275 202 90753 74 2456 104 1194 79 42 110 88 54 3842 723 49 2416 59 201 3119 2654 1173 90709 181 55 4648 1538 182 369 465 876 674 88839 2047 1870 297 161 40 44 3110 cat_boundaries=0 1 2 3 4 cat_threshold=11 1409 1286 649 is_linear=0 shrinkage=0.01 Tree=43 num_leaves=64 num_cat=15 split_feature=0 25 2 1 25 16 25 4 14 10 2 2 0 3 8 12 12 24 25 0 2 2 24 0 10 3 3 25 24 2 24 0 25 3 12 9 1 1 0 10 0 5 4 25 2 5 0 0 4 1 25 10 10 0 0 24 0 25 25 14 4 5 0 split_gain=1.25624e+07 6.17904e+06 5.21326e+06 2.43951e+06 2.15109e+06 1.77621e+06 1.53686e+06 1.5307e+06 1.49136e+06 1.39369e+06 1.36809e+06 3.15864e+06 1.2114e+06 1.1891e+06 1.02777e+06 864600 852242 841042 1.38389e+06 760313 731583 664309 646244 805026 571075 535314 522517 423625 418043 459426 408153 344288 342287 326150 463130 316570 298627 293188 286905 285855 270186 265994 262649 238999 220631 222115 175956 1.53627e+06 155663 134542 130093 129556 111655 93631.8 92810 57595.7 60174.6 34474.3 31741.1 24568.3 23751 39201.1 23781.6 threshold=218.42700000000005 0 537.86000000000013 191.05350000000001 1 81.551225000000017 2 194.61300000000003 437.65500000000003 362.01900000000001 51.871000000000009 57.433500000000009 748.92250000000013 670.0675 1117.4100000000001 307.63250000000005 307.63250000000005 3 4 748.92250000000013 362.00600000000003 66.670500000000018 5 72.161800000000014 38.12850000000001 114.45750000000002 233.25100000000003 6 7 132.27250000000004 8 233.37814 9 69.939000000000007 23.006500000000003 2.3292500000000005 54.547500000000007 383.96180000000004 1077.3535000000002 84.823445000000007 38.467500000000008 148.09087000000002 321.81750000000005 10 236.40400000000002 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112 967 238 945 86303 51 779 1406 703 734 11354 1310 646 77 45 9431 16501 1923 61 69802 15531 970 569 34046 53 1438 96 491 53 32608 1867 15509 9119 1416 390 874 760 546 6390 78 435 30741 69 52 301 245 221 cat_boundaries=0 6 12 17 18 19 23 29 35 36 40 41 45 51 57 58 59 64 65 70 cat_threshold=1097728 512 552 33554432 0 1 1081856 536887298 4642 175243562 2148016176 1 32768 0 4096 136445952 2147483680 1612 626 32768 0 0 2097152 1082148224 2151842464 65880 268546560 135332870 640 102760960 536887312 268500992 32768 8276 5120 309 1064960 0 512 33554432 3 0 536870912 512 2 371523588 277086224 296255620 75497472 587219016 7424 0 16384 0 32768 0 4096 2250 849 8388612 2415919232 256 67112962 553648128 3364 8388608 544 72 0 4 is_linear=0 shrinkage=0.01 Tree=46 num_leaves=64 num_cat=16 split_feature=0 2 25 7 25 2 4 0 12 5 6 13 2 2 2 6 12 1 12 4 4 5 1 25 24 2 2 0 7 7 25 24 25 1 7 0 0 24 0 1 7 1 25 2 6 25 4 5 0 24 1 5 24 0 1 24 5 24 0 25 6 8 25 split_gain=1.23917e+07 7.89201e+06 4.79388e+06 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5120 2149910532 302252180 413761536 2222983168 570425416 5128 197 17 3370 1073741824 0 0 2097152 32 is_linear=0 shrinkage=0.01 Tree=53 num_leaves=60 num_cat=15 split_feature=0 2 25 7 25 1 3 3 4 11 2 2 2 2 4 7 24 10 0 0 24 1 12 12 2 6 25 24 25 4 7 10 24 25 7 3 2 12 0 25 24 0 25 0 6 2 24 18 21 24 4 1 0 1 25 6 1 0 0 split_gain=1.20778e+07 7.11653e+06 5.05843e+06 3.45842e+06 2.21299e+06 2.09462e+06 1.49577e+06 1.1815e+06 1.16245e+06 1.02216e+06 965247 819841 2.66323e+06 762958 674734 633283 587716 806020 560638 793346 491516 490946 484327 526711 475859 454108 452730 430944 553061 415258 393287 341213 341072 328781 323404 276121 271407 211876 201731 177298 175470 343552 175182 589385 172898 161080 261737 154806 132043 118013 116408 109873 92751.1 79969.8 65381.7 43275.2 35263.9 33183.7 13917.9 threshold=165.29860000000002 590.51250000000016 0 520.34250000000009 1 227.56250000000003 471.50829000000004 471.50829000000004 321.81750000000005 619.25400000000013 49.853800000000007 55.173000000000009 54.445500000000003 747.71500000000015 255.87150000000005 40.201125000000005 2 66.260000000000005 28.693750000000005 29.182600000000004 3 156.13200000000003 77.173500000000004 91.905000000000015 1054.5000000000002 199.14240000000004 4 5 6 2.694 262.90376000000009 255.87150000000005 7 8 391.72750000000002 34.440508500000007 194.25275000000002 31.500250000000005 52.741000000000007 9 10 1077.3535000000002 11 151.90986000000001 112.92600000000003 108.13500000000002 12 0.52040000000000008 59.840000000000011 13 25.974 70.314960000000013 119.88800000000002 30.440000000000001 14 254.50300000000001 470.21364 1077.3535000000002 186.66000000000003 decision_type=2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 9 1 9 2 2 2 1 9 2 2 2 2 2 9 1 2 9 2 2 2 1 2 2 1 2 2 2 2 9 2 2 2 2 left_child=2 4 5 7 6 10 9 13 16 14 26 12 35 -3 20 -10 55 36 24 -20 -2 42 32 -24 33 -16 27 28 -1 -8 -31 40 -13 45 38 -12 -18 52 -28 53 57 47 43 -21 -19 49 -47 -42 -41 -4 -36 -29 -23 -35 -44 56 -7 58 -6 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128 107 289 265 cat_boundaries=0 6 12 13 14 20 21 26 27 33 39 40 45 46 47 53 cat_threshold=1074823936 536920064 4640 40927530 2148556832 1 11567104 512 268436000 33554432 8196 1 2688 123 1073774592 536870912 4096 3145738 2147483680 1 1055 0 536870912 0 0 2147483648 3206 343950464 2151809570 346 402726912 151061654 896 2149910532 302252180 413761536 2222987264 570425416 5128 197 33620992 33554944 268501066 1024 536870980 529 2184 98828428 2097172 10518528 64 512 5120 is_linear=0 shrinkage=0.01 Tree=54 num_leaves=52 num_cat=0 split_feature=0 2 7 1 3 2 6 9 3 0 0 10 1 2 10 14 2 7 0 10 3 2 10 9 5 21 10 12 12 2 2 6 3 0 26 8 0 0 2 5 3 9 3 14 2 8 10 5 7 1 8 split_gain=1.18393e+07 6.97458e+06 3.3896e+06 2.82596e+06 1.80848e+06 1.53288e+06 1.29181e+06 1.28833e+06 1.15799e+06 1.05375e+06 1.00492e+06 1.00079e+06 764684 747775 667770 581080 510359 474526 459559 453158 450074 433183 379052 374175 362388 463156 325433 316323 311961 288609 1.1899e+06 344170 277284 267988 263725 259674 254076 248862 230156 222173 221200 215362 193343 265063 173231 129547 127488 117010 105435 102915 88766.1 threshold=165.29860000000002 590.51250000000016 520.34250000000009 96.141000000000005 439.23750000000007 50.651000000000003 884.13250000000005 303.60860000000008 471.50829000000004 507.61050000000006 2.8222380000000005 450.66846000000004 180.57000000000002 747.71500000000015 483.25025000000005 233.68794 59.640000000000008 220.78900000000004 28.136200000000002 164.49524000000002 314.56760000000003 348.16250000000008 279.94750000000005 346.38000000000005 96.211500000000015 144.60500000000005 377.13375000000002 118.49500000000002 281.29860000000002 55.173000000000009 54.445500000000003 166.61000000000004 314.56760000000003 29.182600000000004 2022.5000000000002 189.18140000000002 438.09750000000008 51.78475000000001 149.75950000000003 240.04000000000002 54.445500000000003 41.901600000000009 51.871000000000009 290.03300000000007 121.06500000000001 220.81250000000003 220.78900000000004 52.502000000000002 124.10750000000003 227.56250000000003 109.80600000000001 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 2 2 2 2 2 2 2 2 2 2 2 left_child=3 4 8 5 7 18 10 14 13 12 19 15 47 -3 16 28 36 29 24 38 -18 27 39 46 42 26 -26 50 -12 30 40 37 33 34 -20 -33 -2 -31 49 44 -7 -40 45 -44 -6 -1 -21 -9 -35 -5 -19 right_child=1 2 -4 6 22 17 -8 9 -10 -11 11 -13 -14 -15 -16 -17 20 21 32 23 -22 -23 -24 -25 25 -27 -28 -29 -30 31 -32 35 -34 48 -36 -37 -38 -39 41 -41 -42 -43 43 -45 -46 -47 -48 -49 -50 -51 -52 leaf_value=-0.040777663670469276 0.29193024250626931 3.2189160633087157 6.8788009298415407 0.018598261373048347 1.7023714319864909 0.049022460218581414 2.7242885505069387 -0.013208081563313804 4.3812217321850007 3.4318091831207278 0.44387222886028121 2.5589447502136231 2.6548625528244747 0.84063007366962927 1.9857296016298491 2.1654487823304676 0.68954034839892941 -0.13490460559725762 1.1290910222219384 1.1723550391793252 2.0306367482079399 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split_feature=0 25 25 0 17 1 4 6 1 5 24 25 26 4 7 9 5 25 6 4 4 9 1 8 6 0 0 6 8 7 1 0 6 0 5 26 24 17 7 25 1 7 0 25 6 1 4 1 24 0 0 1 1 15 0 0 4 13 24 10 7 14 25 split_gain=1.17988e+07 4.8571e+06 4.24625e+06 3.13301e+06 3.28586e+06 2.01772e+06 1.63221e+06 1.13071e+06 998100 942138 821650 1.62347e+06 1.0374e+06 723502 718083 716368 711067 700797 624361 855468 587063 542347 510040 507797 488559 402723 645701 768343 362429 361323 642804 358029 351616 321034 295752 362961 278614 266403 258529 237278 232425 230100 444525 221351 219672 218487 198101 153543 152155 266210 186575 176027 128443 142662 125631 116336 107820 100944 98129 77813.8 69563.7 38473.6 23435.4 threshold=218.42700000000005 0 1 594.30750000000012 256.94000000000005 365.42300000000006 448.18200000000007 146.00000000000003 262.14225000000005 543.52500000000009 2 3 2022.5000000000002 147.65000000000003 124.10750000000003 287.97507150000007 73.321500000000015 4 233.37814 194.61300000000003 214.30459450000004 361.71125000000001 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internal_value=0 -0.0129966 0.868323 1.42642 2.59637 0.168026 0.937666 0.147882 1.06586 0.523102 0.123967 0.221419 1.15093 1.97857 0.437366 0.689348 0.185935 -0.0392824 0.809165 1.86602 2.09946 1.7886 2.49311 2.08999 1.53645 0.0108262 0.158699 1.35428 0.0525906 0.362883 1.01496 1.90938 0.546051 0.0485408 0.660356 0.584624 0.265288 1.02264 1.14957 -0.0549766 -0.0019824 0.126836 0.719542 0.371251 1.28559 0.103322 -0.0358429 -0.0383566 0.299738 0.370279 0.310623 0.831436 -0.00311249 0.104368 0.202524 0.24416 -0.00922864 -0.0421667 0.153942 0.0842894 0.391476 -0.0732919 -0.0736621 internal_weight=0 102048 1542 716 178 12933 332 12601 538 755 11846 4992 172 42 713 295 4820 89115 397 49 157 141 111 82 121 21255 1695 44 6854 826 78 90 272 6832 348 326 551 162 46 67860 19560 1651 63 220 52 1588 33203 32858 748 591 539 61 19539 1052 345 478 18487 31868 324 990 53 34657 34619 internal_count=103590 102048 1542 716 178 12933 332 12601 538 755 11846 4992 172 42 713 295 4820 89115 397 49 157 141 111 82 121 21255 1695 44 6854 826 78 90 272 6832 348 326 551 162 46 67860 19560 1651 63 220 52 1588 33203 32858 748 591 539 61 19539 1052 345 478 18487 31868 324 990 53 34657 34619 cat_boundaries=0 6 12 13 18 24 25 31 35 36 37 42 cat_threshold=1081344 536920064 4640 175276330 2148016176 1 1081344 0 544 33554432 0 1 87 0 536870912 0 131072 2147483680 1946158976 2151809698 269025738 73728 135282756 640 1826 44384260 276824092 27295760 268441088 553714818 7168 32768 0 32 33554434 133 2704 134348800 1291913216 3864292356 1141375105 12849160 is_linear=0 shrinkage=0.01 Tree=56 num_leaves=64 num_cat=17 split_feature=0 25 25 0 17 3 6 3 14 5 25 25 24 3 5 4 25 9 0 7 26 0 26 0 0 6 3 4 7 14 9 24 0 3 6 4 25 25 7 0 3 8 4 0 3 24 0 0 3 25 25 0 17 10 11 24 25 24 11 0 25 14 25 split_gain=1.1564e+07 4.76088e+06 4.16174e+06 3.07066e+06 3.22047e+06 1.97268e+06 2.57891e+06 1.05517e+06 865138 787014 686844 665987 774678 660056 597636 575380 555595 535075 500522 456423 440793 401729 589899 394709 632851 753053 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233.37814 54.445500000000003 10 11 33.249000000000002 8.6970000000000027 424.71125000000001 131.4025 12 13 14 50.162500000000009 316.39255000000009 15 116.8379 16 decision_type=2 9 9 2 2 2 2 2 2 2 9 9 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 9 2 2 2 2 2 2 2 1 2 2 2 9 9 2 2 2 2 1 9 1 2 2 9 2 9 left_child=1 5 3 7 15 8 9 17 11 19 23 27 16 44 -8 18 -13 21 33 36 43 35 -23 40 25 -25 -17 32 45 54 59 -21 -1 -5 -14 -2 -7 42 49 -40 56 50 51 -9 -11 -4 47 -47 -49 -26 -42 53 55 -12 -22 -44 58 -58 -3 -30 -53 62 -39 right_child=2 10 28 4 -6 6 14 20 -10 13 37 12 34 -15 -16 26 -18 -19 -20 31 29 22 -24 24 38 -27 -28 -29 30 -31 -32 -33 -34 -35 -36 -37 -38 61 39 -41 41 -43 52 -45 -46 46 -48 48 -50 -51 -52 60 -54 -55 -56 -57 57 -59 -60 -61 -62 -63 -64 leaf_value=0.057516325208125635 0.35092854358443065 -0.027822655402433189 0.0098819222421703233 2.605199307086421 6.2482147452944803 0.4452967694606384 1.7173083114624024 2.0610652339819704 1.6957163633619035 1.376088904417478 -0.04327920478681082 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383.96180000000004 365.42300000000006 448.18200000000007 79.668750000000017 673.95850000000007 522.5150000000001 1 747.71500000000015 287.97507150000007 2 1054.5000000000002 3 4 5 748.92250000000013 236.36250000000004 53.047500000000007 615.12750000000017 4.4150000000000009 21.826000000000004 182.24800000000002 6 7 28.136200000000002 29.182600000000004 2.0976000000000004 36.488000000000007 383.96180000000004 391.72750000000002 174.01000000000002 50.541375000000009 1083.8250000000003 150.01600000000005 8 85.521250000000023 64.594250000000002 384.29599999999999 264.75500000000005 111.55832500000001 137.65187500000005 9 10 280.30300000000005 75.785500000000027 205.81150000000002 7.7340000000000009 116.8379 11 168.87200500000003 68.491000000000014 decision_type=2 2 9 2 2 2 2 2 2 2 9 2 2 9 2 9 1 9 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 1 2 2 2 2 2 9 2 2 left_child=2 4 5 11 9 7 12 15 25 10 19 -3 20 14 27 21 17 -17 22 26 44 32 40 -24 -21 30 -2 35 29 -29 -9 -13 -1 -27 -18 38 -30 39 -4 43 -6 42 -12 46 -7 -45 -15 48 -41 -49 51 53 -53 -39 right_child=1 3 13 -5 18 6 -8 8 -10 -11 41 31 -14 37 -16 16 34 -19 -20 24 -22 -23 23 -25 -26 33 -28 28 36 -31 -32 -33 -34 -35 -36 -37 -38 50 -40 47 -42 -43 -44 45 -46 -47 -48 49 -50 -51 -52 52 -54 -55 leaf_value=0.056723668160114475 1.0237576938459747 4.0423037192935034 -0.011354683713977298 6.8460896700904481 0.25105441456255706 0.61904222716272406 2.8748895712156552 0.4747507010839378 3.754476600828625 2.5179689918025847 0.2028029818792082 0.70531476454301312 2.3525650472226354 -0.04221081351403342 1.644434481048584 0.96235994344200593 0.040699812930221707 0.30445082495606146 3.1683274090674618 0.96437325021494991 1.7296725649987497 1.3349981215904498 3.3119182977676394 1.2968628394085429 2.9369565193993701 0.16817192361804009 0.41908190713304544 2.5648899394792064 0.1015918762399507 -0.028099492504483178 1.0545404001871745 2.4705159284174445 0.64846433018529137 1.3648235206604005 0.44788013098321944 1.1206227312088013 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1946158976 2151809698 269025738 73728 135282756 640 1048576 49152 4640 35651616 532496 1111 0 536870912 0 131072 2147483648 1081344 0 32 123 44384260 276824092 27295760 268441088 553714818 7168 32768 0 32 33554432 1680 134348800 1291913216 3864292356 1141391489 12849160 is_linear=0 shrinkage=0.01 Tree=58 num_leaves=58 num_cat=12 split_feature=0 2 25 7 3 1 14 3 6 9 12 25 2 25 2 25 24 25 0 7 7 11 5 25 7 11 2 24 0 0 6 9 7 7 1 6 1 24 7 25 3 1 25 0 3 1 0 13 15 16 17 2 3 14 25 15 13 split_gain=1.11106e+07 6.0865e+06 4.57502e+06 3.0817e+06 1.95674e+06 1.92488e+06 1.51072e+06 1.32766e+06 2.26117e+06 1.1573e+06 1.13952e+06 929163 855131 659827 654828 639663 634213 653192 615893 586026 572916 522604 518914 454890 436677 425730 418635 408671 392803 607154 723380 371512 358353 384343 319935 254172 248217 242179 227563 223449 221134 187032 185319 143760 129808 118730 104288 109912 96574.6 76500.3 85721.2 79965.1 73450.8 36222.3 22134.9 10267.9 3214.9 threshold=218.42700000000005 590.51250000000016 0 369.57140000000004 383.96180000000004 365.42300000000006 361.43000000000006 79.668750000000017 673.95850000000007 522.5150000000001 307.63250000000005 1 747.71500000000015 2 1054.5000000000002 3 4 5 748.92250000000013 64.609000000000023 326.45950000000005 236.36250000000004 388.83500000000009 6 4.4150000000000009 21.826000000000004 182.24800000000002 7 28.136200000000002 29.182600000000004 2.0976000000000004 36.122500000000009 391.72750000000002 520.34250000000009 383.96180000000004 50.541375000000009 1083.8250000000003 8 150.01600000000005 9 85.521250000000023 64.594250000000002 10 384.29599999999999 54.445500000000003 143.69840000000002 37.707150000000006 280.30300000000005 18.263750000000005 26.705600000000004 23.7075 54.445500000000003 27.798999999999999 116.8379 11 14.158500000000002 69.939000000000007 decision_type=2 2 9 2 2 2 2 2 2 2 2 9 2 9 2 9 1 9 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=2 4 5 12 9 7 10 15 22 11 19 21 -3 14 28 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19517 33203 224 44 705 84 32164 30793 621 1039 72 967 1371 34657 34619 17953 16666 cat_boundaries=0 6 11 17 22 23 28 31 32 33 39 44 49 cat_threshold=1081344 536920064 4640 175276330 2148016176 1 9469956 0 544 33554432 8256 1946158976 2151809698 269025738 73728 135282756 640 1048576 49152 4640 35651616 532496 1111 0 536870912 0 131072 2147483648 1081344 0 32 123 19 44384260 276824092 27295760 268441088 553714818 7168 32768 0 32 33554434 8192 134348832 1291913216 3860098052 1141391489 12849160 is_linear=0 shrinkage=0.01 Tree=59 num_leaves=64 num_cat=17 split_feature=0 25 25 0 17 1 4 3 6 3 1 9 25 25 24 25 4 5 0 3 11 4 25 26 12 0 24 0 0 9 3 14 3 24 0 4 6 26 0 25 1 3 8 4 25 24 0 10 1 24 0 1 1 5 0 0 6 25 11 10 25 24 25 split_gain=1.08918e+07 4.48492e+06 3.94136e+06 2.94728e+06 3.11269e+06 1.88734e+06 1.53907e+06 1.30159e+06 2.21608e+06 994238 756477 678105 646697 627232 621954 641214 578921 508518 485994 483756 478182 458352 446006 438582 419902 371376 597847 767651 432181 364119 361850 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143 559 92956 686 8382 1930 496 5053 546 1434 523 258 87903 140 87873 112 6452 155 325 4728 1178 1149 119 2730 457 66 261 492 686 370 342 2624 3722 71508 238 54 99 307 16365 106 1279 305 52 196 71426 3550 3699 16342 476 253 3074 316 282 141 82 141 cat_boundaries=0 5 11 16 17 23 24 29 30 33 34 35 39 44 50 56 57 cat_threshold=1074823168 536887298 4610 171081770 2147483696 9486336 16896 544 33554432 64 1 32768 0 4096 134348800 2147483680 76 805323648 272793632 524792 335622656 135356484 1 539 67108864 512 268435496 1024 8196 350 32768 0 512 3778 2674 1073741824 536870912 0 2097152 0 0 0 131072 2147483648 77923332 2147746452 421625860 2155874304 587202568 5506 56952320 2183135252 10559552 67108864 536871424 5120 137 is_linear=0 shrinkage=0.01 Tree=66 num_leaves=57 num_cat=4 split_feature=0 2 1 14 7 9 9 10 12 0 2 2 6 0 3 0 7 3 7 7 5 0 0 0 2 8 3 6 3 9 24 26 1 3 5 24 0 7 24 7 1 5 8 3 24 12 9 1 5 10 21 3 2 10 10 9 split_gain=9.00806e+06 5.60846e+06 2.98965e+06 2.79127e+06 4.00557e+06 1.67811e+06 1.45442e+06 1.17763e+06 1.1356e+06 1.57446e+06 1.11916e+06 1.31744e+06 1.01441e+06 1.22171e+06 658990 1.00124e+06 564704 737943 543986 551949 540047 538169 822585 441231 429654 420660 416985 386762 369220 347686 335260 359639 372266 302566 371247 301630 691005 271320 259869 249007 284160 244109 236125 219332 216041 203070 183176 168138 166870 151481 149266 134852 134138 117543 109481 88175.4 threshold=218.42700000000005 505.12500000000006 122.82375000000002 8.1030000000000015 369.57140000000004 128.54450000000003 303.60860000000008 137.61650000000003 221.00625000000005 85.979250000000022 54.445500000000003 55.173000000000009 36.122500000000009 507.61050000000006 76.615000000000009 1077.3535000000002 96.32442850000001 191.74774500000004 391.72750000000002 670.0675 68.345648000000011 2.8222380000000005 8.2530000000000019 27.491687000000002 245.62500000000003 287.60700000000003 334.76100000000002 550.73124000000007 117.51455000000003 346.38000000000005 0 2022.5000000000002 262.14225000000005 106.765 298.26650000000006 1 29.182600000000004 150.01600000000005 2 172.78900000000002 8.0935000000000006 339.03750000000008 1449.0631000000001 156.27500000000003 3 164.49524000000002 164.56250000000003 31.987300000000001 388.83500000000009 255.87150000000005 144.60500000000005 205.81150000000002 166.99750000000003 75.785500000000027 57.960250000000009 287.97507150000007 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 1 2 2 2 2 1 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 10 4 12 21 14 47 16 -10 20 -12 13 -3 30 33 46 29 25 24 23 27 -23 42 -20 44 39 48 -27 -18 31 32 -2 -16 -35 36 -25 38 -24 50 -41 -28 51 -39 -13 -33 -7 -8 52 54 -22 -1 -4 -48 -32 -37 right_child=1 3 5 -5 -6 8 7 -9 9 -11 11 18 -14 -15 15 -17 17 -19 19 -21 26 22 37 35 -26 28 41 -29 -30 -31 49 45 -34 34 -36 55 -38 43 -40 40 -42 -43 -44 -45 -46 -47 53 -49 -50 -51 -52 -53 -54 -55 -56 -57 leaf_value=-0.035832593828214916 0.75365924081990598 1.8283139861713755 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466291 453346 426707 395184 381603 886812 374673 353318 339298 293102 284601 279097 303621 257978 244808 217223 209074 208383 352023 216539 198787 198232 147485 196399 137784 136530 122338 118362 111497 111379 108430 107620 104169 103871 87745.2 87599.4 87381.3 86927.9 80106 39052.2 32768.4 30484.9 threshold=0 362.00600000000003 904.34825000000012 233.37814 180.57000000000002 50.01250000000001 104.02000000000001 152.16750000000005 450.66846000000004 53.287950000000002 53.45750000000001 62.172000000000004 1 2 3 303.60860000000008 69.939000000000007 606.07650000000001 52.932000000000009 318.54282000000006 670.0675 16.158000000000005 4 439.23750000000007 38.666250000000005 419.53500000000003 41.541500000000006 514.39811750000013 307.63250000000005 53.557967000000005 2022.5000000000002 670.0675 228.51250000000002 119.62250000000002 5 63.012000000000008 70.302000000000007 6 73.477250000000012 168.94500000000002 2.2879000000000005 232.46600000000004 217.92150000000004 7 236.40400000000002 670.0675 43.933 2022.5000000000002 80.450000000000017 8 2022.5000000000002 77.902470000000008 59.150500000000015 81.253 466.65428000000003 9 104.04600000000001 155.79400000000004 606.07650000000001 10.071894000000002 10 883.10000000000014 873.74500000000012 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 9 9 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 9 2 2 left_child=1 4 3 13 10 32 12 16 -9 19 17 -12 25 21 23 43 -7 22 61 20 -5 59 50 31 28 38 -27 37 -13 -26 -24 36 34 -34 35 -6 55 46 49 51 -41 -38 -23 44 52 -36 58 -29 60 53 -1 -40 -16 -2 -15 -8 -51 -48 -14 -3 -39 -19 -56 right_child=6 2 -4 9 5 7 14 8 -10 -11 11 24 27 54 15 -17 -18 18 -20 -21 -22 42 30 -25 29 26 -28 47 -30 -31 -32 -33 33 -35 45 -37 41 48 39 40 -42 -43 -44 -45 -46 -47 57 -49 -50 56 -52 -53 -54 -55 62 -57 -58 -59 -60 -61 -62 -63 -64 leaf_value=1.1238510570191502 -0.018642010688502273 2.0552556545669969 5.9343521317191747 3.4899954337340136 0.54941873456060197 0.2624810375311436 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0.21005223575447285 0.53232867980614684 0.59464924595572732 1.2819768115452357 -0.071272282530237083 0.60098064854031519 0.036196619510650632 leaf_weight=57 8248 37 23 52 259 39 262 35 21 32 37 544 32836 36 477 22 31 29 21 30 20 28 3813 23 28 60 20 21 25 134 3621 33 28 20 183 20 91 14601 716 20 24 31 27 490 29 36 1412 48 21 8363 60 67 107 229 46 252 287 39 22 21 25130 42 40 leaf_count=57 8248 37 23 52 259 39 262 35 21 32 37 544 32836 36 477 22 31 29 21 30 20 28 3813 23 28 60 20 21 25 134 3621 33 28 20 183 20 91 14601 716 20 24 31 27 490 29 36 1412 48 21 8363 60 67 107 229 46 252 287 39 22 21 25130 42 40 internal_value=0 0.276986 1.39468 1.11172 0.229054 0.736543 -0.0281792 1.82625 2.83273 2.07082 0.188508 0.497494 -0.0331633 0.564832 0.224474 0.0893511 1.02107 0.15746 0.867256 2.51811 2.95572 1.05626 0.148812 0.436548 0.360488 0.0235354 0.71267 -0.0469535 0.236425 0.79624 0.138262 0.396813 0.485073 1.21331 0.414881 0.609874 0.349831 -0.047646 0.0204778 0.175516 1.04585 0.729169 0.49007 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2147483680 32768 536870912 512 2097152 581239812 2449735736 16875588 276825600 553648192 5122 42010116 48 8388608 8192 64 1024 67125376 131584 268959872 67112960 65540 69222400 512 8 0 8192 2152202264 133 681705473 2164262913 1375865609 408 is_linear=0 shrinkage=0.01 Tree=68 num_leaves=53 num_cat=8 split_feature=0 2 25 14 0 9 1 1 10 0 25 10 25 2 2 1 12 3 3 25 6 0 12 25 0 0 25 14 2 25 9 5 1 10 19 11 2 0 2 15 1 5 25 5 14 26 2 26 17 11 10 26 split_gain=8.72821e+06 5.43981e+06 4.18737e+06 2.98653e+06 3.10193e+06 1.65867e+06 1.59319e+06 1.3078e+06 1.12245e+06 958419 897330 682882 658179 699778 4.72958e+06 599843 534715 512832 499766 465250 401889 396538 385641 369188 1.0342e+06 456746 358015 320071 292494 266649 259182 259716 254753 236810 203103 372971 188636 202892 194190 170148 168146 171476 154311 144533 134518 142718 105824 99501.5 83153.9 74579.9 45882.5 17964.5 threshold=218.42700000000005 590.51250000000016 0 8.1030000000000015 594.30750000000012 303.60860000000008 191.05350000000001 334.96500000000003 362.01900000000001 28.136200000000002 1 236.36250000000004 2 54.445500000000003 64.425500000000014 122.82375000000002 307.63250000000005 296.58675000000005 1077.3535000000002 3 550.73124000000007 156.17100000000002 206.79575000000003 4 29.182600000000004 134.23250000000004 5 109.13000000000001 266.22500000000008 6 4.4316985000000004 81.524400000000014 273.37500000000006 400.0485000000001 142.89000000000001 10.415024000000001 121.06500000000001 1077.3535000000002 245.62500000000003 612.69872000000009 891.44875000000013 44.824950000000008 7 318.54282000000006 766.49265000000003 2022.5000000000002 43.933 2022.5000000000002 3.6290000000000004 108.63300000000001 553.80150000000015 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 9 2 2 2 9 2 2 9 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=2 5 6 4 -3 10 12 11 20 18 17 -7 13 21 -15 23 -16 34 19 40 26 29 28 24 -11 -26 27 -8 49 -1 31 -19 -28 42 35 -2 37 48 -38 44 41 -4 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0.192381 -0.0507281 0.678806 0.640376 0.260778 0.211552 0.746945 0.111689 0.00795444 0.00677926 -0.0513354 0.022579 0.108352 0.105608 0.0177205 1.13458 0.160917 0.335293 0.503532 0.811389 internal_weight=0 1559 101897 93 66 1466 8941 85 559 92956 1381 60 8382 1930 320 5053 300 640 87903 87873 523 1610 325 4728 1178 1149 498 281 305 1562 92 67 217 71195 548 527 741 668 73 6452 16678 16655 71118 3550 6422 6399 3529 48 616 279 77 52 internal_count=103456 1559 101897 93 66 1466 8941 85 559 92956 1381 60 8382 1930 320 5053 300 640 87903 87873 523 1610 325 4728 1178 1149 498 281 305 1562 92 67 217 71195 548 527 741 668 73 6452 16678 16655 71118 3550 6422 6399 3529 48 616 279 77 52 cat_boundaries=0 5 11 16 22 27 31 35 41 cat_threshold=1074823168 536887298 4610 171081770 2147483696 9469952 512 544 33554432 64 1 32768 0 4096 134348800 2147483680 805323648 4358176 524792 335622656 152133700 1 67108864 512 268435496 1024 8196 32768 536870912 512 2097152 32768 0 0 134348800 77923332 2416181908 427917316 2155874304 570425352 5506 is_linear=0 shrinkage=0.01 Tree=69 num_leaves=60 num_cat=13 split_feature=0 2 25 14 0 9 1 1 10 0 25 10 25 2 2 24 1 12 3 3 24 2 6 25 24 26 12 25 0 0 24 13 3 14 8 2 25 9 5 25 15 24 2 0 10 8 1 5 25 5 26 2 8 2 6 3 3 10 0 split_gain=8.55451e+06 5.33156e+06 4.10438e+06 2.9271e+06 3.0402e+06 1.62566e+06 1.56143e+06 1.28178e+06 1.10011e+06 939348 879473 669292 645340 685717 4.63546e+06 651119 587906 524074 502626 489821 467033 525206 594540 458226 427292 405373 377967 361842 1.01362e+06 447657 320071 444967 342663 299267 290460 286673 255155 254024 254548 253392 240115 235028 250599 292298 232371 167116 165221 165332 144601 141657 136441 103718 89260.2 62774 54843.4 47154.4 46442.1 44969.4 37137.1 threshold=218.42700000000005 590.51250000000016 0 8.1030000000000015 594.30750000000012 303.60860000000008 191.05350000000001 334.96500000000003 362.01900000000001 28.136200000000002 1 236.36250000000004 2 54.445500000000003 64.425500000000014 3 122.82375000000002 307.63250000000005 296.58675000000005 1077.3535000000002 4 176.76250000000002 212.67444500000002 5 6 2022.5000000000002 206.79575000000003 7 29.182600000000004 134.23250000000004 8 10.876250000000002 72.010000000000005 80.33250000000001 189.18140000000002 266.22500000000008 9 4.4316985000000004 81.524400000000014 10 612.69872000000009 11 121.06500000000001 1077.3535000000002 400.0485000000001 228.51250000000002 891.44875000000013 44.824950000000008 12 318.54282000000006 2022.5000000000002 43.933 168.94500000000002 236.40400000000002 89.603000000000009 205.81150000000002 33.665000000000013 553.80150000000015 13.046750000000001 decision_type=2 2 9 2 2 2 2 2 2 2 9 2 9 2 2 1 2 2 2 2 1 2 2 9 1 2 2 9 2 2 1 2 2 2 2 2 9 2 2 9 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=2 5 6 4 -3 10 12 11 20 19 18 -7 13 15 -15 25 27 -16 30 23 52 33 -23 46 34 -1 35 28 -11 -30 32 -32 -2 -22 39 54 -17 38 -20 -14 50 55 43 -43 48 -36 47 -4 -25 51 -26 -29 58 -44 -18 56 -12 -46 -8 right_child=1 3 9 -5 -6 7 8 -9 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0 48.057790000000004 2022.5000000000002 53.557967000000005 654.54975000000002 7.7340000000000009 183.68825000000001 747.71500000000015 2022.5000000000002 36.787500000000009 164.49524000000002 55.173000000000009 281.29860000000002 27.513000000000009 6.5747500000000008 81.253 24.205578500000001 1 8.0827500000000025 240.04000000000002 384.29599999999999 181.63000000000002 2022.5000000000002 438.09750000000008 335.27750000000009 10.334000000000001 16.660407500000005 27.093000000000004 1.37975 1117.4100000000001 61.3551 43.352000000000011 16.660407500000005 169.65250000000003 2 87.012500000000017 209.41500000000005 1.0790000000000004 439.23750000000007 10.988655000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 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 2 2 left_child=3 6 9 8 7 30 15 11 12 10 -3 23 17 55 32 28 25 42 35 54 -11 46 -23 27 -25 34 44 -5 38 -30 -6 -12 47 37 -17 36 -8 -34 39 -2 -21 -40 45 53 -13 -1 -19 49 -49 -10 -44 -35 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24 2 2 2 26 0 0 10 16 12 9 8 5 26 7 10 2 24 25 8 26 0 26 5 25 26 15 2 9 14 2 0 5 9 2 25 25 2 25 26 24 2 8 25 24 25 10 26 13 0 24 0 11 0 26 split_gain=7.54908e+06 4.06831e+06 4.93265e+06 3.85301e+06 1.52882e+06 1.33111e+06 1.29926e+06 1.10238e+06 969987 772456 1.25557e+06 2.05182e+06 764993 815359 761450 694791 633966 560917 547970 474854 472236 641428 467955 463590 461520 443708 585418 588199 504441 430650 410253 387441 355483 298898 298349 283333 217194 195450 186157 166280 159822 153438 139295 138314 135055 206112 125163 135082 119700 136984 116348 113742 113237 85736.5 86704.5 85563.8 74379.5 74001.4 72691.7 67153.3 56244.1 44240.7 24984.8 threshold=151.90986000000001 505.12500000000006 89.607500000000016 0 1 2 590.51250000000016 1092.2834 3 29.542500000000004 62.172000000000004 53.45750000000001 2022.5000000000002 354.51980000000003 335.27750000000009 450.66846000000004 237.41375000000005 291.83400000000006 54.610000000000007 1117.4100000000001 45.697460000000014 2022.5000000000002 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681860 589708 2.36173e+06 470152 531644 460900 669153 490908 608090 414725 382901 356261 335246 272502 261867 256822 255555 399839 246596 324763 242772 188132 190983 172088 318212 152430 221524 349271 140302 132109 121764 119171 117118 107781 105383 98035.4 97112.3 93859.3 90846.2 86166.6 65025.5 49308.1 31739.2 24079 threshold=106.88450000000002 590.51250000000016 55.794000000000011 0 1 176.37682000000004 384.29599999999999 187.61750000000004 362.00600000000003 766.49265000000003 2 383.96180000000004 518.47500000000002 3 2022.5000000000002 23.808250000000005 2022.5000000000002 4 1054.5000000000002 287.97507150000007 288.16557150000006 2022.5000000000002 5 45.345000000000006 748.92250000000013 278.25000000000006 114.45750000000002 1086.5100000000002 6 523.93700000000013 23.866500000000006 21.826000000000004 240.04000000000002 109.28700000000002 103.80570000000002 32.878500000000003 156.17100000000002 7 1077.3535000000002 173.30025000000003 43.313750000000006 241.37250000000003 8 483.25025000000005 2022.5000000000002 3.9515000000000007 9 10 316.39255000000009 514.39811750000013 121.06500000000001 205.81150000000002 11 422.08750000000003 38.467500000000008 28.127500000000001 339.03750000000008 468.26850000000007 decision_type=2 2 2 9 9 2 2 2 2 2 1 2 2 9 2 2 2 9 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 9 9 2 2 2 2 9 2 2 2 2 2 left_child=3 4 5 9 11 6 -3 17 12 10 39 19 26 14 -12 28 -17 18 27 21 23 22 -2 -21 30 -23 46 29 -15 -5 50 -32 37 44 -28 52 47 38 51 49 53 -42 48 -10 -34 -38 -9 -37 -39 54 -13 -6 55 -41 -1 -19 -54 -44 right_child=1 2 -4 7 32 -7 -8 8 43 -11 13 24 -14 15 -16 16 -18 35 -20 20 -22 25 -24 -25 -26 -27 34 -29 -30 -31 31 -33 33 -35 -36 36 45 42 -40 40 41 -43 57 -45 -46 -47 -48 -49 -50 -51 -52 -53 56 -55 -56 -57 -58 -59 leaf_value=-0.028932529684316598 1.0049563104357107 0.89915926566490756 5.4554815196990969 0.015123361120875384 0.15944257917451587 0.15780214772079931 3.4845063918828965 0.26042897175505475 1.1148488291104635 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3093 111 100248 2982 91 58 96498 866 3750 3726 1289 815 2209 142 2067 274 95632 20475 1157 79 1078 576 56 132 502 795 20446 1793 20419 107 62 1693 79 108 75157 2602 1614 593 1517 144 44 1021 51 59 75 687 2527 486 1373 45 573 72555 100 1339 33449 39106 535 internal_count=103341 3093 111 100248 2982 91 58 96498 866 3750 3726 1289 815 2209 142 2067 274 95632 20475 1157 79 1078 576 56 132 502 795 20446 1793 20419 107 62 1693 79 108 75157 2602 1614 593 1517 144 44 1021 51 59 75 687 2527 486 1373 45 573 72555 100 1339 33449 39106 535 cat_boundaries=0 5 11 12 17 23 24 25 26 32 38 44 50 cat_threshold=1073774592 536887296 4096 135430146 2147483680 3194884 528 276890152 0 0 1 2976 0 0 0 131072 2147483680 68158976 164002 525224 39915808 135880720 385 2118 68 2344 100663808 131072 2097216 33554432 8260 1024 8388608 512 66112 2097152 64 1024 44384392 2149581316 268533826 64 553648900 1024 820314244 2428764692 10518544 67371008 16779460 7680 is_linear=0 shrinkage=0.01 Tree=103 num_leaves=52 num_cat=10 split_feature=0 2 16 25 25 6 0 1 3 6 24 2 24 0 4 5 25 26 2 2 2 26 10 26 1 25 8 6 1 11 0 0 0 25 24 11 24 0 17 25 2 3 9 11 3 4 0 9 8 11 1 split_gain=4.44636e+06 3.9401e+06 2.4644e+06 1.58602e+06 1.33672e+06 968705 939731 784120 1.37318e+06 660810 630306 603784 643038 833159 615362 564963 594601 635638 453956 2.41311e+06 440663 390381 381613 380007 378474 357679 352685 331870 326150 320470 726727 307221 457564 313265 207575 199761 177435 323302 175639 165570 157621 140721 134110 120201 113105 104070 94020.7 90591.8 21410.5 1421.47 719.934 threshold=106.88450000000002 590.51250000000016 55.794000000000011 0 1 176.37682000000004 384.29599999999999 104.02000000000001 603.67000000000019 550.73124000000007 2 362.00600000000003 3 883.10000000000014 1.0790000000000004 543.52500000000009 4 2022.5000000000002 54.445500000000003 74.884000000000015 747.71500000000015 2022.5000000000002 1092.2834 2022.5000000000002 438.86250000000007 5 220.81250000000003 112.92600000000003 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69 20 24 26 28 20 52 883 14579 24 495 27 26 488 48 2539 40 29 41 20 72 44 25 28 20 leaf_count=1268 357 26 20 4762 526 33 32 823 24 29 67 23 391 24 21 40 1753 73 20 196 37 359 33 38 20 72679 69 20 24 26 28 20 52 883 14579 24 495 27 26 488 48 2539 40 29 41 20 72 44 25 28 20 internal_value=0 0.372657 2.22259 -0.012299 0.303796 1.52405 2.3023 -0.0201469 0.18482 0.153259 0.189199 0.545035 0.492121 0.654669 1.36899 0.296876 0.276585 0.889508 0.228992 0.663579 -0.0241133 0.581129 -0.0247209 0.742102 0.116218 -0.0250961 0.178729 0.843426 1.94011 0.0323917 0.550091 0.128836 0.768693 0.101832 0.0132591 0.153558 0.0936457 0.228961 0.101873 0.0140315 0.182467 -0.0349556 -0.00781986 0.0801274 -0.0243534 1.37787 -0.00852333 0.135214 -0.113444 -0.176892 1.07806 internal_weight=0 3093 111 100248 2982 91 58 96498 1831 1807 3750 1289 1205 798 84 2218 2178 140 2038 216 94667 750 94592 75 1693 94559 1822 61 48 1532 111 1778 72 1706 19341 407 1653 601 383 1052 574 75218 1421 83 1381 40 1340 539 513 57 40 internal_count=103341 3093 111 100248 2982 91 58 96498 1831 1807 3750 1289 1205 798 84 2218 2178 140 2038 216 94667 750 94592 75 1693 94559 1822 61 48 1532 111 1778 72 1706 19341 407 1653 601 383 1052 574 75218 1421 83 1381 40 1340 539 513 57 40 cat_boundaries=0 5 11 12 13 18 24 29 30 31 37 cat_threshold=1073774592 536887296 4096 135430146 2147483680 3194884 528 276890152 0 0 1 2976 905 0 0 0 131072 2147483680 76546560 163874 525226 39915808 135356436 385 3425280 544 8454696 33554432 536879172 2184 2344 100664832 131072 2097216 33554432 536879108 1024 is_linear=0 shrinkage=0.01 Tree=104 num_leaves=50 num_cat=10 split_feature=0 2 16 25 25 6 0 1 3 6 14 24 3 25 2 2 9 0 2 24 10 10 0 25 0 0 25 3 8 8 9 6 24 24 0 25 3 7 12 2 12 2 0 3 2 3 0 2 3 split_gain=4.35787e+06 3.86169e+06 2.41536e+06 1.55445e+06 1.31012e+06 949428 921030 768601 1.34584e+06 647649 641436 726310 596829 511609 568374 1.24487e+06 450588 528481 431894 423080 374727 374019 370880 347606 301096 448459 307105 299746 296356 288655 245833 362778 209426 169447 299060 172289 166452 164237 349655 154739 142055 122103 115702 92848 180007 81867.3 57853.7 19863.7 2244.24 threshold=106.88450000000002 590.51250000000016 55.794000000000011 0 1 176.37682000000004 384.29599999999999 104.02000000000001 603.67000000000019 550.73124000000007 766.49265000000003 2 383.96180000000004 3 23.808250000000005 58.463080000000005 287.97507150000007 335.27750000000009 747.71500000000015 4 255.87150000000005 1092.2834 748.92250000000013 5 79.824400000000011 85.979250000000022 6 7.2616000000000005 128.77025 220.81250000000003 373.75800000000004 233.37814 7 8 1077.3535000000002 9 32.878500000000003 27.10106 25.485695000000003 236.40400000000002 29.542500000000004 228.79300000000003 354.51980000000003 7.8873450000000007 1054.5000000000002 284.02750000000009 38.467500000000008 158.28725000000003 514.39811750000013 decision_type=2 2 2 9 9 2 2 2 2 2 2 1 2 9 2 2 2 2 2 1 2 2 2 9 2 2 9 2 2 2 2 2 1 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 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shrinkage=0.01 Tree=105 num_leaves=52 num_cat=13 split_feature=0 11 7 25 2 2 2 6 4 25 0 5 8 7 6 6 4 5 8 5 24 25 3 4 24 4 11 24 25 25 25 3 4 4 10 7 25 2 0 24 3 3 11 5 25 5 5 11 6 0 25 split_gain=4.68151e+06 3.52528e+06 3.14904e+06 1.9438e+06 1.49021e+06 993986 1.42321e+06 762550 684381 640763 458830 562046 451576 445557 1.03643e+06 446856 427878 390521 384527 372386 346103 316308 288776 275161 342548 485433 354968 244216 549497 344618 234522 207323 208873 265055 156287 154222 163035 149181 180403 147452 128316 153601 119265 119130 85323.6 44246.9 99755.8 27326.2 45803.2 24737.3 16636.4 threshold=151.90986000000001 619.25400000000013 369.57140000000004 0 362.00600000000003 54.445500000000003 58.463080000000005 109.80600000000001 904.34825000000012 1 748.92250000000013 152.16750000000005 27.114500000000003 141.29500000000002 242.70250000000001 450.66846000000004 553.21400000000006 47.489505000000008 1117.4100000000001 318.54282000000006 2 3 888.10000000000014 678.11800000000005 4 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32 33 34 40 46 cat_threshold=32768 536887296 4608 4227336 2148007936 8437760 0 544 33554432 8256 1 71 0 536870912 0 256 2147483648 1408 68157444 512 65642 1024 0 1 1026 338 1065856 163970 524722 371400738 1073200 896 1622 2700 881132544 2424308272 16842824 142610944 687931590 7168 12607520 268567013 1 117706756 16778049 6144 is_linear=0 shrinkage=0.01 Tree=123 num_leaves=49 num_cat=5 split_feature=0 7 0 4 8 1 1 26 24 6 0 9 8 12 16 9 0 4 24 7 11 4 6 6 3 14 11 0 0 0 24 0 1 3 1 10 7 0 24 12 7 6 0 14 24 12 9 1 split_gain=3.93255e+06 1.68841e+06 2.46181e+06 1.38493e+06 1.3229e+06 994641 807014 631111 855281 1.36245e+06 734395 584418 689881 1.30257e+06 523455 467783 613531 412611 378740 373459 415650 403093 332083 331864 473786 374293 328643 282635 232340 232169 238162 224734 413117 217123 213110 211111 197267 189732 187755 229988 187212 176982 161065 133144 73245.8 40918.8 40086.2 33693.8 threshold=261.90500000000003 359.98750000000001 883.10000000000014 200.45248750000005 551.49600000000009 543.52500000000009 38.666250000000005 2022.5000000000002 0 89.603000000000009 883.10000000000014 233.37814 68.779500000000027 25.485695000000003 348.30332000000004 522.5150000000001 1438.4900000000002 392.81250000000006 1 141.29500000000002 119.62250000000002 615.12750000000017 1424.6500000000003 26.680666500000005 414.21050000000008 307.11400000000009 483.06600000000009 272.97600000000006 211.376 24.727 2 658.11750000000018 543.52500000000009 1439.8675000000001 21.000235000000004 245.27500000000003 25.506607500000005 29.182600000000004 3 43.251000000000012 42.376000000000012 206.28168000000002 50.541375000000009 1018.0250000000002 4 28.102500000000003 112.84500000000001 130.14450000000002 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 left_child=3 7 5 6 14 34 22 8 31 10 18 23 13 36 19 16 26 -6 -10 28 21 -21 29 38 25 -25 27 -9 35 33 37 32 40 43 -3 -5 -13 -31 39 -8 -2 45 -40 -1 -32 -14 -22 -33 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143.69840000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 9 2 2 2 2 2 2 9 2 1 9 2 9 9 2 2 2 9 2 1 1 2 2 2 2 9 2 2 2 9 2 9 2 2 2 2 2 2 2 left_child=1 3 10 6 -4 -6 9 15 -9 12 11 16 13 -1 -14 34 25 -18 24 22 27 -22 32 -7 26 -3 28 -11 29 37 -31 50 33 41 -8 44 38 -2 -37 40 -34 -20 -12 -33 47 48 -5 -28 49 57 -30 -46 56 -54 -41 -38 -50 -21 right_child=18 2 4 46 5 23 7 8 -10 20 42 -13 14 -15 -16 -17 17 -19 19 45 21 -23 -24 -25 -26 -27 35 -29 31 30 -32 43 39 -35 -36 36 55 -39 -40 54 -42 -43 -44 -45 51 -47 -48 -49 52 -51 -52 -53 53 -55 -56 -57 -58 -59 leaf_value=0.5824710298029856 0.0040660550913933693 0.65416578518583424 4.3110040679574011 1.6756862967354911 -0.05719836895282452 1.1631731277227402 -0.20433487809499107 3.3857801564534502 0.5505032421293713 -0.038906780278734128 0.038592835607982816 2.1757194582621255 0.1021065745704597 0.12638644840595498 1.4495790355546134 1.344290664321498 1.1559521223036624 -0.40819787979125977 0.22967564243694832 -0.066311190637146564 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leaf_count=599 3389 188 24 21 26 25 75 21 21 3014 21 24 2480 538 28 38 181 23 174 82 450 52 28 33 25 151 28061 23 131 1185 23 8812 463 30 20 335 710 99 770 454 59 44 21 51 49374 21 20 22 525 20 551 46 36 25 22 45 33 146 internal_value=0 0.190604 0.810056 0.130842 2.02611 1.37328 0.119648 0.768414 1.96814 0.103844 0.594401 0.674732 0.196927 0.369647 0.116685 0.389553 0.60839 0.979602 -0.0150243 0.126419 0.00797344 0.244214 0.256967 2.01454 -0.018292 0.385007 -0.0185884 -0.0310759 0.0214192 0.0739261 0.242578 -0.00446383 0.235214 0.468164 0.00765829 -0.0257669 0.0623228 0.0149904 0.141313 0.170924 0.281058 0.349947 -0.490072 0.00733925 -0.0278843 -0.0630592 2.14004 -0.0129511 -0.0798203 -0.198318 -0.155741 -0.0363602 -0.0286776 0.202569 0.0468482 -0.0544354 -0.0544712 -0.162722 internal_weight=0 8117 717 7400 108 84 7359 175 42 7184 609 567 3645 1137 2508 133 543 204 95791 2162 3539 502 1274 58 93629 339 93604 3037 14241 4696 1208 9545 1246 248 95 79363 1860 3488 1105 998 522 218 42 8863 77503 888 41 28083 867 248 682 49420 619 61 476 755 558 228 internal_count=103908 8117 717 7400 108 84 7359 175 42 7184 609 567 3645 1137 2508 133 543 204 95791 2162 3539 502 1274 58 93629 339 93604 3037 14241 4696 1208 9545 1246 248 95 79363 1860 3488 1105 998 522 218 42 8863 77503 888 41 28083 867 248 682 49420 619 61 476 755 558 228 cat_boundaries=0 5 10 11 17 23 24 29 33 39 45 46 47 53 58 62 cat_threshold=1081344 536887298 4608 33554432 2148007968 32768 536870914 0 0 2147483648 95 69289600 532 8388640 32768 536879108 5121 768 163968 590330 73638186 135290896 768 1136 512 131072 590320 98304 135274496 0 0 8 131368 67125248 0 0 0 536879104 1 103040012 528 278921216 0 536870980 1024 1043 1873 881132676 2420113952 285212672 403707392 16842950 3200 8388612 2147483648 8 2170882 80 0 0 0 131328 is_linear=0 shrinkage=0.01 Tree=125 num_leaves=58 num_cat=16 split_feature=0 17 25 25 2 0 6 5 11 24 8 1 10 3 6 8 24 3 25 25 3 25 2 7 9 1 1 2 2 5 25 24 7 2 25 24 24 6 11 3 5 11 24 25 1 1 6 25 8 8 25 3 3 2 2 3 3 split_gain=3.60847e+06 3.23285e+06 1.75742e+06 1.44031e+06 1.27479e+06 995039 955410 858613 690082 614968 556229 946620 543580 508332 473172 409277 413988 1.28686e+06 521543 379144 308936 322880 326718 306402 317276 270573 674966 263347 227111 219634 185761 164538 153965 147985 147203 224338 142318 140990 138726 132223 116959 113842 122324 88039 115022 77984.7 57951.6 42489.2 40402.9 36556.8 30420.3 36271.6 28224.6 17268.5 10309.2 10120.8 2216.89 threshold=151.90986000000001 439.37528000000003 0 1 436.65050000000002 748.92250000000013 187.61750000000004 543.52500000000009 362.00600000000003 2 206.47200000000004 352.68673250000012 362.01900000000001 81.576225000000008 264.01000000000005 1117.4100000000001 3 888.10000000000014 4 5 26.311000000000003 6 245.62500000000003 112.36650000000002 109.28700000000002 470.21364 670.0675 277.77250000000009 1054.5000000000002 388.83500000000009 7 8 359.98750000000001 23.808250000000005 9 10 11 242.70250000000001 24.224000000000004 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2 2 2 1 9 1 2 2 9 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 left_child=1 3 5 10 17 6 14 23 12 -10 11 13 15 26 34 -6 18 40 48 29 -15 49 -23 24 28 27 -1 36 42 30 -20 -31 35 -34 -3 -21 53 -38 47 -40 41 -5 43 -2 50 -29 -44 -30 59 -13 61 -52 -53 -25 55 60 57 58 -46 -9 -27 62 -18 right_child=7 2 -4 4 8 -7 -8 16 9 -11 -12 21 -14 20 -16 -17 44 -19 19 32 -22 22 -24 25 -26 54 -28 45 38 31 -32 -33 33 -35 -36 -37 37 -39 39 -41 -42 -43 46 -45 56 -47 -48 -49 -50 -51 51 52 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64 leaf_value=1.2274882507324218 0.34348717508062854 0.69231387167646175 4.7769414691925052 -0.026843854608670087 1.8205687734484672 -0.8730152827295764 2.7183102879259322 -0.044325683312390445 3.7124572868347165 1.1412247358049665 1.0763622032006581 0.19261709263450222 -0.12030370771884918 0.15130028589903552 1.8054825542713033 0.45705229328524682 0.052441753709553098 1.3877949651082357 0.3505134806127011 0.24283843325585433 0.02921778919202072 2.2876497434377674 0.7210964956737701 0.18169317849058852 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742 22 34 96 28 210 40 20 leaf_count=48 216 114 20 71 64 29 36 93 20 21 60 38 32 4282 29 31 151 21 364 97 4152 20 21 180 31 589 63 27 32295 757 20 28 98 22 47 23 795 20 533 34 65 33 6117 2005 457 23 72 47055 22 26 25 42 41 626 22 742 22 34 96 28 210 40 20 internal_value=0 0.167557 1.10322 0.139366 0.72341 0.815081 1.0317 -0.0142259 1.33958 2.39548 0.115361 0.108695 0.998703 0.0996802 0.712126 1.37563 0.156868 0.178582 0.248935 0.294967 0.0910919 0.842331 1.48527 -0.0188601 -0.0219507 0.0655785 0.682538 0.147766 -0.0222695 0.228119 0.3996 0.137395 0.632861 0.868552 0.515186 0.397169 0.130545 0.213366 -0.0268494 0.109697 0.0283246 0.225517 0.0212576 0.0780742 0.000210923 0.735615 0.000775196 -0.0278285 -0.19426 0.430448 0.131793 0.30702 0.0557471 0.0436113 -0.0230858 -0.0296374 -0.0697285 -0.056243 -0.0726133 -0.123114 0.0198939 0.048349 0.098889 internal_weight=0 9343 275 9068 358 255 226 94072 168 41 8710 8650 127 8545 190 95 2480 190 1552 1409 8434 105 41 91592 88358 3234 111 1671 88327 1169 384 785 240 120 161 120 1621 815 79917 567 169 104 8410 2221 928 50 6189 79350 143 64 319 108 83 806 1563 1541 609 587 553 121 799 211 171 internal_count=103415 9343 275 9068 358 255 226 94072 168 41 8710 8650 127 8545 190 95 2480 190 1552 1409 8434 105 41 91592 88358 3234 111 1671 88327 1169 384 785 240 120 161 120 1621 815 79917 567 169 104 8410 2221 928 50 6189 79350 143 64 319 108 83 806 1563 1541 609 587 553 121 799 211 171 cat_boundaries=0 6 11 17 18 24 30 31 32 33 37 38 44 49 54 cat_threshold=1074823168 16384 4608 171081984 2148007968 1 0 0 0 0 2147483680 48251524 536871440 276889704 0 8772 1024 128 345728 32 98 65602 553656388 1024 805307264 2684518400 138 71315978 1122432 896 1030 2251 1042 0 536870912 0 67108866 1376 111477760 310640646 268468532 276826112 687882256 7168 16896 0 0 0 553648128 11010060 2228757 279543808 0 1 is_linear=0 shrinkage=0.01 Tree=137 num_leaves=35 num_cat=3 split_feature=2 16 3 3 1 6 24 2 14 16 6 4 1 9 1 7 1 2 20 14 2 2 4 10 18 7 1 4 24 1 10 2 24 4 split_gain=2.27331e+06 3.79983e+06 1.07801e+06 1.02996e+06 844220 879372 606431 613560 562366 472384 456925 436506 412356 674833 437298 350051 307967 368369 251994 248932 237906 965533 357901 232251 230013 252835 226847 209831 159493 147211 137362 132913 118932 45704.5 threshold=266.22500000000008 348.30332000000004 270.18175000000008 76.615000000000009 891.44875000000013 673.95850000000007 0 873.74500000000012 7.6336250000000012 440.98528000000005 345.35355000000004 1468.3681000000001 122.82375000000002 396.91800000000006 383.96180000000004 141.29500000000002 4.5710000000000006 408.041 121.14000000000001 361.43000000000006 54.445500000000003 55.173000000000009 207.31054000000003 26.311000000000003 42.394000000000013 419.53500000000003 334.96500000000003 276.21600000000007 1 156.13200000000003 1092.2834 290.26516000000009 2 422.08750000000003 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 left_child=3 2 6 11 5 9 7 16 10 15 26 12 20 18 -15 28 31 -18 19 -14 30 -22 -23 -17 25 29 27 -4 -5 -8 32 -2 -1 -12 right_child=1 -3 8 4 -6 -7 24 -9 -10 -11 33 -13 13 14 -16 23 17 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 leaf_value=-0.027604729592488799 0.83813167708260683 3.5250480642074193 0.9891660235790497 -0.039031223123715875 1.8750100681699555 1.8098544490337372 -0.030293024268862174 2.0996618107387 -0.044975991735332892 1.3920704256693524 1.8933698205947878 1.2184756463149498 0.083524769648199784 0.36070265541905938 2.3107253588800845 0.23516634415325366 0.22437881507873536 1.9089586049539071 1.2252829513549803 1.1787832014901298 1.5349163160191643 0.035075605716315773 0.68403568918054758 0.80150727072714745 -0.90903178652127581 1.1415812574733388 1.5833968646709735 -0.23378372025489808 0.13848009731182712 0.34059475657713678 0.62153746969559609 -0.066035412152608233 -0.0048295058917909601 2.5694209232330318 leaf_weight=38928 21 39 47 673 29 32 489 28 38 30 20 29 1753 23 23 190 25 27 20 21 45 2478 88 117 24 22 39 20 2032 137 34 72 55802 20 leaf_count=38928 21 39 47 673 29 32 489 28 38 30 20 29 1753 23 23 190 25 27 20 21 45 2478 88 117 24 22 39 20 2032 137 34 72 55802 20 internal_value=0 0.461166 0.345042 -0.00259915 0.176806 0.160785 0.194005 0.70376 1.03866 0.143438 1.32071 -0.00820849 -0.00856705 0.13974 1.33571 0.131001 0.482742 1.09906 0.109074 0.0964901 -0.0113695 0.0827973 0.0573314 0.451003 0.051534 0.0879058 0.977053 0.624106 0.0946832 0.0508757 -0.013964 0.138131 -0.0141921 2.2314 internal_weight=0 1068 1029 102347 3103 3074 845 173 184 3042 146 99244 99215 1840 46 3012 145 52 1794 1774 97375 2611 2566 307 672 648 106 67 2705 626 94764 93 94730 40 internal_count=103415 1068 1029 102347 3103 3074 845 173 184 3042 146 99244 99215 1840 46 3012 145 52 1794 1774 97375 2611 2566 307 672 648 106 67 2705 626 94764 93 94730 40 cat_boundaries=0 1 2 3 cat_threshold=1537 2185 2952 is_linear=0 shrinkage=0.01 Tree=138 num_leaves=64 num_cat=14 split_feature=25 0 17 1 9 24 2 4 0 0 6 26 3 0 26 2 14 25 24 3 1 2 24 1 2 25 2 26 7 1 24 24 17 3 1 0 6 3 14 10 13 9 9 0 0 0 3 24 24 1 4 25 4 24 3 8 11 10 1 25 24 0 2 split_gain=2.73027e+06 2.40655e+06 2.84652e+06 1.22472e+06 1.28236e+06 896274 1.26861e+06 740438 725880 680858 673917 878673 765777 496659 709894 1.14469e+06 360699 348563 332560 332020 342319 327956 315038 284162 269441 223750 312103 221949 228736 194469 163046 160645 238392 152062 150522 149972 146777 144206 375419 131350 305289 538797 129375 113041 183051 172143 97947.2 153082 97782.4 88979 87054.6 108298 193637 82798.5 81897.8 69796.6 65694.1 95057.6 55953.5 49399.7 35638.4 35462.6 30400.1 threshold=0 507.61050000000006 345.93555000000009 352.68673250000012 253.56500000000003 1 537.86000000000013 678.11800000000005 83.655000000000015 61.134000000000007 612.69872000000009 2022.5000000000002 888.10000000000014 8.0935000000000006 2022.5000000000002 329.85800000000006 94.544650000000004 2 3 364.96250000000003 8.0935000000000006 6.9336000000000011 4 511.57525000000004 100.79320000000003 5 873.74500000000012 2022.5000000000002 115.21605000000001 64.594250000000002 6 7 18.130500000000001 284.02750000000009 365.42300000000006 748.92250000000013 70.302000000000007 241.37250000000003 1.2539500000000001 75.785500000000027 89.998125000000016 22.168000000000003 16.162208500000002 211.376 252.12500000000003 468.26850000000007 85.521250000000023 8 9 891.44875000000013 156.13200000000003 10 244.70480000000003 11 296.58675000000005 27.114500000000003 26.311000000000003 84.823445000000007 169.65250000000003 12 13 883.10000000000014 142.00890000000001 decision_type=9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 1 2 2 9 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 9 2 1 2 2 2 2 2 9 1 2 2 left_child=1 3 5 7 13 6 19 10 25 -6 12 -12 18 49 15 -15 23 22 -1 20 -3 -16 58 35 31 26 39 -9 -29 36 43 32 -24 -33 -31 -7 -26 50 48 46 60 -42 -13 -19 -45 -46 53 -48 54 55 56 52 -52 -2 -39 -5 59 -58 -10 -27 -41 -32 -53 right_child=8 2 -4 4 9 16 -8 27 17 -11 11 42 -14 14 21 -17 -18 30 -20 -21 -22 -23 24 -25 29 37 -28 28 -30 34 61 33 -34 -35 -36 -37 -38 38 -40 40 41 -43 -44 44 45 -47 47 -49 -50 -51 51 62 -54 -55 -56 -57 57 -59 -60 -61 -62 -63 -64 leaf_value=0.16187559279022551 -0.024788930717570646 1.2402285634710435 4.6252198046729678 0.32256647536629124 0.6434827728271485 0.58819487997463771 3.7400059761319842 0.37164691448211673 -0.12190026375899712 2.9564019252232145 2.509968098126925 0.69175003324236184 1.3289481729507446 0.79074490785598761 1.0957970801643704 3.6382335207462315 -1.0187721688406808 0.091219309777021404 0.034632217254763259 2.1688780755996704 -0.15651946374348233 -0.40979549933702514 0.35361077929438006 1.3499676710605621 0.099910822251263784 -0.019243449789926158 1.1781942757316257 1.87634199751748 0.56310431639353431 1.0735253639424103 -0.056076002456352747 0.12009247607259609 1.4758827524185183 0.91311211558580396 0.20047423324584962 -0.22237180671691895 0.90374643171987235 0.76061880322297415 1.5303944826126099 0.2026570439902512 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240 17022 531 69 68 233 73 51 16491 626 220 173 74307 436 106 15865 115 134 73871 1885 142 71986 462 735 330 cat_boundaries=0 6 7 13 14 15 21 22 23 24 25 31 32 38 39 cat_threshold=1074823168 16384 4608 171081984 2148007968 1 2851 48235140 536871440 276889704 0 8772 1024 93 128 805324672 2684518528 170 272642570 553721988 896 1312 1030 624 2275 67108864 0 0 0 0 5120 2952 44302340 277086246 293634324 75827200 403750976 7168 2320 is_linear=0 shrinkage=0.01 Tree=139 num_leaves=49 num_cat=5 split_feature=0 2 7 3 16 3 6 24 5 5 12 1 24 12 15 1 1 6 13 0 8 10 4 18 5 13 7 4 5 11 24 2 2 2 6 12 26 8 10 2 3 24 4 3 7 24 2 8 split_gain=2.58772e+06 2.39281e+06 2.53142e+06 908064 1.67273e+06 817668 622359 761831 795427 562594 376819 367134 688354 473441 400164 695237 355000 345313 338174 323119 322841 361177 284190 326490 359972 272119 339839 241368 278704 194070 181207 312094 176309 983600 257508 161522 142490 128561 122145 119154 108642 101690 95727.4 69563.3 65759.5 80893.7 53582.8 20379.1 threshold=130.34875000000002 873.74500000000012 228.51250000000002 73.477250000000012 348.30332000000004 383.96180000000004 172.78900000000002 0 284.54000000000008 670.0675 112.96205000000002 262.14225000000005 1 37.243000000000016 228.56250000000003 1.0790000000000004 670.0675 612.69872000000009 64.038300000000007 538.27200000000016 242.70250000000001 45.61910000000001 207.31054000000003 130.56500000000003 26.741000000000003 130.15260000000004 132.01500000000001 228.79300000000003 101.80875000000002 422.57650000000007 2 466.65428000000003 54.445500000000003 55.173000000000009 233.37814 1040.4400000000003 2022.5000000000002 1117.4100000000001 1092.2834 362.00600000000003 270.18175000000008 3 1.0790000000000004 148.09087000000002 286.84000000000009 4 228.79300000000003 1449.0631000000001 decision_type=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 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 left_child=3 5 -3 22 6 11 20 43 10 16 -9 14 13 36 17 -16 25 29 19 -14 30 42 32 24 44 26 -7 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137931 109270 118436 104743 155864 94833.3 82088.2 73055.9 148530 172249 73037.6 61493.8 152826 61876.6 40544.7 32805.4 30526.1 25018.4 9879.7 204.843 threshold=0 438.09750000000008 345.93555000000009 766.49265000000003 468.26850000000007 551.9285000000001 58.594500000000011 2022.5000000000002 673.95850000000007 1018.0250000000002 396.91800000000006 205.81150000000002 94.544650000000004 1 2 602.65050000000008 96.788500000000013 891.44875000000013 1077.3535000000002 329.28675000000004 3 888.10000000000014 388.83500000000009 4 437.65500000000003 33.273500000000006 85.820000000000022 264.75500000000005 6.3035000000000005 679.47498000000007 5 117.54253850000002 470.21364 2022.5000000000002 404.95850000000007 37.351000000000006 79.668750000000017 2022.5000000000002 10.503750000000002 6 38.995150000000002 345.35355000000004 897.08550000000014 123.09910000000001 218.42700000000005 147.43690000000001 133.78600000000003 540.75000000000011 765.46000000000015 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 3 4 7 -3 12 20 8 13 -5 14 -12 18 19 26 23 17 -17 -6 -1 32 24 -15 -9 29 -25 30 28 -28 35 45 -32 34 -34 40 -22 39 38 -38 46 42 -42 -2 -39 -41 -8 -16 -26 -35 right_child=6 2 -4 9 5 -7 10 15 -10 -11 11 -13 -14 22 36 16 -18 -19 -20 -21 21 -23 -24 25 47 -27 27 -29 -30 -31 31 -33 33 48 -36 -37 37 43 -40 44 41 -43 -44 -45 -46 -47 -48 -49 -50 leaf_value=0.37223197972002503 0.0083404226298133283 2.3529640213012697 4.7039205069768997 2.504031114163606 0.30318975489080691 2.1453439720471703 0.050476147378543897 0.38500551072288963 2.0358284923008507 0.48372067244156547 -0.069833436693464007 2.3703517064948878 -0.79889566116333022 0.12114007186387939 -0.13507892641871197 0.94161733295606531 1.9722664824399081 -0.58654347419738773 1.102072947987339 -0.53125134968198839 -0.02926729514596213 1.4557455803797796 0.94941527829851424 -0.035842569850181291 0.71957198075377027 0.17465490456431959 0.50841499564705828 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4096 0 32 1536 0 65600 0 8260 16388 304234624 130 67145728 16777473 6144 is_linear=0 shrinkage=0.01 Tree=141 num_leaves=54 num_cat=8 split_feature=25 4 0 0 14 0 0 26 5 3 0 6 9 12 6 14 4 3 25 25 1 4 10 3 25 25 4 25 5 5 1 10 5 1 26 1 25 0 3 5 3 4 26 3 26 1 25 4 1 3 0 0 1 split_gain=2.29942e+06 2.16745e+06 2.78633e+06 945722 827378 721389 654992 590170 691698 1.01246e+06 535526 461703 453374 886044 410415 390837 390809 655921 378955 342967 290914 262534 389583 279544 223019 213730 200468 192174 184916 165994 146847 168820 150656 120671 112121 108261 107096 116079 102725 120181 99564 134100 92804.5 71602.1 145575 168821 71043.2 54936.3 53513.6 39737.8 35769.5 30452.4 22414.3 threshold=0 904.34825000000012 316.39255000000009 438.09750000000008 766.49265000000003 468.26850000000007 58.594500000000011 2022.5000000000002 543.52500000000009 4.4150000000000009 1077.3535000000002 233.37814 396.91800000000006 132.71250000000001 104.74500000000002 1018.0250000000002 173.30025000000003 270.18175000000008 1 2 39.390091500000004 207.31054000000003 193.41800000000003 1077.3535000000002 3 4 214.30459450000004 5 4.440100000000001 476.36400000000003 85.820000000000022 264.75500000000005 6.3035000000000005 891.44875000000013 2022.5000000000002 30.440000000000001 6 117.54253850000002 352.68673250000012 117.18750000000001 152.38780000000003 228.79300000000003 2022.5000000000002 79.668750000000017 2022.5000000000002 10.503750000000002 7 370.75000000000006 273.37500000000006 123.09910000000001 218.42700000000005 134.23250000000004 198.78000000000003 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 9 9 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 3 20 4 7 -5 21 8 18 -10 11 14 19 -14 -7 -6 27 -18 -1 30 -3 23 25 24 33 40 -13 -9 42 35 36 32 -32 48 -31 -26 51 -38 39 -27 41 -23 -12 46 45 -45 52 -42 -2 -46 -48 -8 -21 right_child=6 2 -4 5 15 10 12 16 9 -11 28 26 13 -15 -16 -17 17 -19 -20 43 -22 22 -24 -25 29 38 -28 -29 -30 34 31 -33 -34 -35 -36 -37 37 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0.621736 -0.0136605 0.766422 0.0161879 -0.0500642 0.0315731 0.063791 -0.110138 internal_weight=0 7437 83 7354 7057 297 96251 7015 3510 41 272 206 3601 52 159 42 3505 268 3469 3549 60 92650 639 92011 91979 605 47 3237 66 78605 1804 396 373 13374 68 78537 1408 706 358 338 247 199 44 1745 133 55 1612 48 13351 78 1103 702 509 internal_count=103688 7437 83 7354 7057 297 96251 7015 3510 41 272 206 3601 52 159 42 3505 268 3469 3549 60 92650 639 92011 91979 605 47 3237 66 78605 1804 396 373 13374 68 78537 1408 706 358 338 247 199 44 1745 133 55 1612 48 13351 78 1103 702 509 cat_boundaries=0 6 11 16 22 28 31 36 42 cat_threshold=1073774592 536870914 4608 170000386 2147483680 1 0 536870912 0 131072 2147483648 47187456 528 278986856 0 8260 814744448 2151858304 410 72425480 16867330 896 1536 16912 32 0 8192 5120 1073741824 536870912 4096 1536 0 65600 0 8260 16388 2449621120 130 67145728 16777473 6144 is_linear=0 shrinkage=0.01 Tree=142 num_leaves=48 num_cat=5 split_feature=0 4 4 8 1 7 2 1 14 7 24 0 24 12 3 16 5 11 4 0 5 13 24 5 3 0 17 11 24 5 7 26 7 2 26 5 4 2 24 3 19 5 2 5 13 8 26 split_gain=2.03804e+06 2.66864e+06 878036 985063 756672 688632 636701 523751 518748 428861 375053 386049 358641 379819 349138 322957 304066 293551 290982 277887 270153 996097 302228 276291 227815 175651 168960 182998 167751 404250 158139 218040 143982 136894 410360 122564 213547 106980 102358 94984.7 92388.8 66865.6 56619.3 50110.6 41676.7 40930.7 31431 threshold=261.90500000000003 904.34825000000012 194.61300000000003 796.15000000000009 602.65050000000008 359.98750000000001 132.27250000000004 38.038500000000006 650.34950000000015 543.52500000000009 0 1077.3535000000002 1 56.681249999999999 119.56500000000001 89.607500000000016 25.210500000000007 422.57650000000007 1.0790000000000004 594.30750000000012 388.83500000000009 159.34210000000004 2 606.07650000000001 270.18175000000008 68.70218850000002 24.013540500000005 58.74315 3 184.50375000000005 65.68125000000002 2022.5000000000002 262.90376000000009 747.71500000000015 2022.5000000000002 518.47500000000002 27.535980000000006 7.7340000000000009 4 130.1901 571.72250000000008 217.92150000000004 53.45750000000001 130.27000000000001 27.535980000000006 147.43690000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=2 4 7 6 10 19 26 20 12 15 35 17 32 14 -14 16 -8 24 -15 37 25 22 23 -22 -12 33 28 44 29 -4 38 -32 45 40 -35 36 39 -6 -27 -2 -1 -38 -24 -30 -28 -9 -13 right_child=1 -3 3 -5 5 -7 9 8 -10 -11 11 46 13 18 -16 -17 -18 -19 -20 -21 21 -23 42 -25 -26 30 27 -29 43 -31 31 -33 -34 34 -36 -37 41 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 leaf_value=-0.017293927726465656 0.17126135911672347 3.3521423188845318 0.14590412748458723 2.2636338365077973 0.75694760458809995 2.7991497062501454 0.026096932210420309 -0.046356074349129306 1.6959639940261841 1.9911718699206478 0.20762903604396557 0.89817333590599802 0.074668080732611802 0.78465102292719835 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125 20 75 34 internal_value=0 0.406634 -0.00518035 0.257066 0.332127 1.21357 0.218135 -0.00844771 0.0885067 0.696689 0.259746 0.387521 0.0823959 0.13547 0.106075 0.550742 0.419564 0.321125 0.479478 0.731006 -0.0137851 0.297496 0.130835 0.498971 0.280595 -0.0146898 0.110579 0.580945 0.0750138 0.289876 0.0758235 0.361836 -0.045604 -0.0167186 0.370949 -0.0076457 -0.0555118 1.25545 0.0494567 0.109115 -0.0170961 -0.435911 -0.169555 -0.0079046 0.159085 -0.0345815 1.12847 internal_weight=0 1216 102472 1261 1186 90 1237 101211 5281 227 1096 732 5261 3714 3418 204 184 667 296 69 95930 278 258 111 643 95652 1010 71 939 252 2097 177 1547 93555 91 364 341 41 1920 238 93464 103 147 687 42 1526 65 internal_count=103688 1216 102472 1261 1186 90 1237 101211 5281 227 1096 732 5261 3714 3418 204 184 667 296 69 95930 278 258 111 643 95652 1010 71 939 252 2097 177 1547 93555 91 364 341 41 1920 238 93464 103 147 687 42 1526 65 cat_boundaries=0 1 2 3 4 5 cat_threshold=452 2184 1603 592 98 is_linear=0 shrinkage=0.01 Tree=143 num_leaves=41 num_cat=6 split_feature=0 4 9 4 8 2 24 1 14 1 7 24 9 8 6 16 24 0 5 2 0 7 0 12 2 2 2 16 24 5 7 1 24 24 4 5 13 8 2 0 split_gain=1.99749e+06 2.61554e+06 1.07414e+06 860563 965461 624030 525553 513327 508425 475443 420326 351504 385179 496350 347542 316530 313053 443558 298015 241726 222103 207481 225836 163516 162927 297126 584553 189256 147874 403817 141117 139117 133812 111456 83440.8 82124.1 55661 40116.2 34559.6 10843.1 threshold=261.90500000000003 904.34825000000012 674.95100000000014 194.61300000000003 796.15000000000009 132.27250000000004 0 38.038500000000006 650.34950000000015 602.65050000000008 543.52500000000009 1 151.12275000000002 1.2198250000000002 1424.6500000000003 89.607500000000016 2 354.51980000000003 25.210500000000007 163.44010000000003 51.78475000000001 146.25599000000003 594.30750000000012 159.01650000000004 51.871000000000009 55.173000000000009 54.445500000000003 1079.5035000000003 3 184.50375000000005 262.90376000000009 273.37500000000006 4 5 392.81250000000006 130.27000000000001 6.4745000000000017 147.43690000000001 110.00500000000001 468.26850000000007 decision_type=2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 1 2 2 2 2 2 2 left_child=3 2 6 7 5 23 31 14 11 16 15 30 20 -14 24 18 17 -8 -7 -18 -13 22 -11 28 27 26 -26 33 29 -5 37 38 -27 -1 36 -30 -25 -9 39 -2 right_child=1 -3 -4 4 -6 10 9 8 -10 21 -12 12 13 -15 -16 -17 19 -19 -20 -21 -22 -23 -24 34 25 32 -28 -29 35 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 leaf_value=-0.032221253771593086 -0.19692667073673673 3.3186207734743753 2.1360493814945221 0.1311770409901937 2.2409975691636403 0.025835965407522102 -0.029645123834963198 -0.045892513520620265 1.6790043034553528 1.2965485740430427 1.9712602100164995 0.077597606439342923 1.193056634587127 0.090727995003776984 1.1895689459641774 1.7400104884505272 0.1202922727773602 1.072141266465187 0.83116050905056216 0.57001090168952939 0.29139308834047717 1.9628818414324807 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747.71500000000015 1432.0500000000002 1054.5000000000002 883.10000000000014 468.26850000000007 384.29599999999999 2.8222380000000005 11.359500000000002 1117.4100000000001 884.13250000000005 590.51250000000016 182.24800000000002 256.18250000000006 655.48225000000014 131.4025 3 4 5 6 543.52500000000009 1438.4900000000002 79.824400000000011 7 8 58.57500000000001 33.259025000000008 9 41.541500000000006 12.883750000000001 2022.5000000000002 263.08125000000007 128.02216050000001 150.01600000000005 242.38250000000002 10 11 280.30300000000005 329.28675000000004 37.351000000000006 133.58000000000001 12.070401500000001 66.760000000000019 747.71500000000015 218.42700000000005 594.30750000000012 decision_type=2 9 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 9 1 2 2 2 9 1 2 2 1 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 left_child=1 6 4 -4 5 14 20 8 -8 37 11 19 13 -13 15 16 -2 43 -19 24 27 22 31 25 36 -24 -20 41 29 -29 -30 39 45 34 35 -34 -3 42 -39 -6 -36 48 -7 44 -9 47 49 52 -1 -35 53 -49 -12 -47 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2022.5000000000002 4.4150000000000009 decision_type=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 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=3 6 -3 13 15 8 7 10 17 25 11 12 -2 31 23 26 47 43 21 20 -20 22 29 33 -25 40 27 46 -7 -8 -29 38 36 34 -15 -27 45 42 39 41 -9 -1 -23 -6 -35 -33 -5 -17 -40 -13 right_child=1 2 -4 4 5 28 18 9 -10 -11 -12 49 -14 14 -16 16 -18 -19 19 -21 -22 37 -24 24 -26 35 -28 30 -30 -31 -32 32 -34 44 -36 -37 -38 -39 48 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 leaf_value=-0.032321791287052114 0.47448061670575825 0.52390439224243168 3.8052928686141967 -0.14927949864146384 1.127378870010376 0.492755148594196 -0.11308541598464503 -0.2794067189693451 3.2431068682670592 1.5751766843265957 2.7533031793741078 0.18884997160538383 3.0688404474258424 0.12108543778417057 2.0587092949946721 0.47147280957963733 1.8244772136572636 0.18031062807355608 0.56793216531926938 -0.45894143994365422 2.0722714370489119 -0.3424518026522736 1.1298399869435363 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1.63473 0.40337 1.36754 1.1462 1.81639 -0.00898834 0.0978688 0.125047 0.824911 1.12414 0.1158 0.703209 1.28428 0.0115553 0.193317 0.0850981 0.690548 0.264638 0.106217 0.0991077 -0.0787189 0.0255811 0.141814 -0.0131353 0.065986 0.074567 0.136447 0.457808 0.0474586 -0.353508 -0.0153287 -0.015088 -0.108353 -0.0153264 -0.168919 1.59605 0.0115144 0.0406582 -0.0917568 0.165197 -0.491437 0.242233 internal_weight=0 896 40 102580 3299 131 856 438 83 311 127 101 58 99281 3709 3168 83 63 418 63 42 355 237 3685 63 275 3085 3062 48 201 2500 95572 2578 3622 1828 175 2541 118 92994 92947 100 92900 88 42 1794 2517 562 50 47 43 internal_count=103476 896 40 102580 3299 131 856 438 83 311 127 101 58 99281 3709 3168 83 63 418 63 42 355 237 3685 63 275 3085 3062 48 201 2500 95572 2578 3622 1828 175 2541 118 92994 92947 100 92900 88 42 1794 2517 562 50 47 43 cat_boundaries=0 1 2 3 4 cat_threshold=2096 1408 138 2688 is_linear=0 shrinkage=0.01 Tree=149 num_leaves=56 num_cat=12 split_feature=0 25 2 3 3 2 2 25 24 0 2 5 3 6 0 0 25 2 3 25 24 7 6 12 3 24 25 24 8 2 18 0 12 25 2 0 0 24 24 8 11 9 9 26 21 3 20 3 3 0 0 21 0 26 0 split_gain=2.24501e+06 1.29329e+06 1.14079e+06 1.78757e+06 1.08182e+06 724738 1.87629e+06 721353 964857 1.14061e+06 998584 631787 514868 932174 453451 893731 390717 795261 362623 371455 362003 357022 341965 291283 283437 270227 359560 685219 256201 243407 237189 236097 477036 246731 215098 197205 183971 169353 165264 132860 103383 99835.5 78041.7 77566.9 75757.6 72840.2 66932.5 54879.6 53210.5 46045.8 23862.7 17195.8 14240.4 12357 5754.16 threshold=335.27750000000009 0 505.12500000000006 6.6572445000000009 233.25100000000003 51.871000000000009 57.433500000000009 1 2 468.26850000000007 27.754500000000004 543.52500000000009 73.477250000000012 550.73124000000007 2.8222380000000005 11.359500000000002 3 1054.5000000000002 1439.8675000000001 4 5 172.78900000000002 884.13250000000005 395.78950000000003 13.907 6 7 8 1117.4100000000001 105.02000000000002 94.798750000000013 79.824400000000011 155.04900000000001 9 85.347000000000008 78.188750000000013 468.26850000000007 10 11 263.08125000000007 59.946250000000013 14.476395500000002 329.28675000000004 2022.5000000000002 253.08500000000001 218.42700000000005 503.40500000000009 1077.3535000000002 117.51455000000003 468.26850000000007 883.10000000000014 341.75500000000005 594.30750000000012 2022.5000000000002 384.29599999999999 decision_type=2 9 2 2 2 2 2 9 1 2 2 2 2 2 2 2 9 2 2 9 1 2 2 2 2 1 9 1 2 2 2 2 2 9 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 7 -4 -5 22 -7 8 9 10 -2 20 16 18 34 -16 17 28 19 23 36 -6 25 -14 -11 39 27 -27 37 -15 -17 44 33 -33 -8 -28 -10 -3 41 42 -36 43 -1 49 46 -22 -18 -21 52 -9 -45 -46 54 -54 -40 right_child=2 12 3 4 21 6 14 38 11 24 -12 -13 13 29 15 30 31 -19 -20 47 45 -23 -24 -25 -26 26 35 -29 -30 -31 -32 32 -34 -35 40 -37 -38 -39 48 -41 -42 -43 -44 50 51 -47 -48 -49 -50 -51 -52 -53 53 -55 -56 leaf_value=-0.016277974467492268 4.3451828401738952 0.059886764437053992 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0.088183179108992871 -0.22463931969233922 -0.33685557835722618 leaf_weight=866 22 7935 22 20 20 28 26 44 50 32 23 24 1805 21 21 210 79656 30 27 953 121 24 21 31 27 106 993 125 25 20 25 438 21 887 177 125 76 7804 35 34 31 24 34 80 23 33 25 20 25 50 20 37 23 28 73 leaf_count=866 22 7935 22 20 20 28 26 44 50 32 23 24 1805 21 21 210 79656 30 27 953 121 24 21 31 27 106 993 125 25 20 25 438 21 887 177 125 76 7804 35 34 31 24 34 80 23 33 25 20 25 50 20 37 23 28 73 internal_value=0 -0.00351609 0.499224 1.59429 0.74901 0.207213 0.545925 0.382957 0.672161 1.48054 2.82205 0.357266 -0.00949711 0.122335 0.402057 0.692897 -0.013413 0.0320787 0.100692 0.0896056 0.235551 1.62556 0.131961 0.172769 0.708299 0.120277 0.20999 0.563345 0.0290035 1.6194 0.51627 -0.022275 0.10906 0.0853592 0.0838721 0.132634 0.606725 0.0273968 0.0709509 -0.0114252 -0.0233206 0.252368 -0.0347291 0.188675 -0.0244947 -0.100977 -0.0247622 -0.068392 -0.145919 0.394916 -0.00519034 0.330706 -0.22128 -0.0835625 -0.286314 internal_weight=0 102580 896 86 64 2822 518 810 408 104 45 304 99758 2877 490 256 96881 15794 2836 2809 280 44 2304 1836 59 2283 1349 231 15764 41 235 81087 1346 1325 234 1118 126 15739 402 934 208 218 900 194 79741 154 79681 973 184 94 100 60 159 51 108 internal_count=103476 102580 896 86 64 2822 518 810 408 104 45 304 99758 2877 490 256 96881 15794 2836 2809 280 44 2304 1836 59 2283 1349 231 15764 41 235 81087 1346 1325 234 1118 126 15739 402 934 208 218 900 194 79741 154 79681 973 184 94 100 60 159 51 108 cat_boundaries=0 5 10 11 17 23 24 25 30 31 37 38 39 cat_threshold=1073774592 0 4096 2228224 2147483680 67158016 536870912 544 33587200 8256 2096 269484800 537051264 525090 101818666 135290896 513 43009664 2149581360 276890154 33554496 536879684 1024 774 3218 1073741824 0 0 131072 2147483648 76 41943040 512 268501064 0 516 1024 1559 2652 is_linear=0 shrinkage=0.01 Tree=150 num_leaves=47 num_cat=4 split_feature=0 2 5 5 1 4 4 6 3 2 6 4 2 7 1 1 8 1 24 3 2 1 0 9 7 24 1 3 12 13 3 11 6 2 3 24 5 21 10 2 1 24 0 3 1 7 split_gain=1.73039e+06 1.2097e+06 1.14625e+06 724602 584769 731362 579704 591141 777437 578561 632139 594877 813884 499427 425261 363501 332866 286239 257436 239495 390315 221726 304009 754362 217703 213643 186193 181218 178273 622713 182127 164770 142050 140389 108463 105450 102629 246279 230682 96663.1 90013.4 84025.2 66720.5 59734.8 52494.9 52463.8 threshold=119.88800000000002 362.00600000000003 764.58775000000003 388.83500000000009 334.96500000000003 72.993000000000009 133.58000000000001 242.70250000000001 5.0070000000000006 30.425000000000004 884.13250000000005 483.06600000000009 408.041 440.98528000000005 891.44875000000013 198.78000000000003 1449.0631000000001 765.46000000000015 0 78.025300000000001 95.525500000000008 91.185000000000016 72.161800000000014 16.667500000000004 52.932000000000009 1 35.022500000000008 6.6572445000000009 236.58700000000002 9.4067500000000006 439.23750000000007 245.62500000000003 276.21600000000007 60.912500000000001 314.56760000000003 2 68.345648000000011 144.60500000000005 400.0485000000001 11.223500000000003 211.31080500000004 3 28.693750000000005 143.73850000000002 262.14225000000005 24.717357000000003 decision_type=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 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 left_child=9 6 3 4 24 -6 17 13 -9 16 11 14 45 19 18 -10 21 25 32 33 -21 36 31 40 27 34 -20 -3 30 -30 -27 35 -11 -8 39 -23 41 38 -38 -2 -24 42 -1 -43 -33 -13 right_child=1 2 -4 -5 5 -7 7 8 15 10 -12 12 -14 -15 -16 -17 -18 -19 26 20 -22 22 23 -25 -26 28 -28 -29 29 -31 -32 44 -34 -35 -36 -37 37 -39 -40 -41 -42 43 -44 -45 -46 -47 leaf_value=-0.0089847506590576259 -0.060690645179725972 0.6400339862574701 3.0022603750228885 -0.57474290190516297 3.3367685642242431 0.96327674028035759 -0.22528559321657235 2.7762717136383053 1.6462198879605248 -0.047834210965029787 1.6453474991138166 -0.065499038259188333 2.3108437933240618 1.7570414889895398 1.5257938444614412 -0.057757635424214027 1.1638836415608724 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0.18057 0.547393 1.3271 -0.00774643 0.0896095 0.082549 0.922987 0.342486 0.070194 0.630387 -0.0136527 0.120275 0.0650195 0.221987 0.592441 -0.0139507 0.0929598 0.638322 0.55737 0.106103 0.100317 0.24569 0.185276 0.827826 0.165807 0.063636 -0.0639683 -0.0174536 -0.0153437 0.0480052 -0.0161375 0.0563111 0.0438075 0.00260747 0.18888 -0.0176618 -0.00653326 -0.0259603 0.647966 0.216442 internal_weight=0 2854 233 209 172 57 2621 370 77 100617 5755 5729 83 293 5646 52 94862 2251 5626 270 106 94838 1901 97 115 2216 4415 76 1333 42 1291 1804 1211 164 883 1757 92937 1915 1892 860 77 91022 38898 52124 47 55 internal_count=103471 2854 233 209 172 57 2621 370 77 100617 5755 5729 83 293 5646 52 94862 2251 5626 270 106 94838 1901 97 115 2216 4415 76 1333 42 1291 1804 1211 164 883 1757 92937 1915 1892 860 77 91022 38898 52124 47 55 cat_boundaries=0 1 2 3 4 cat_threshold=2176 2697 1331 1047 is_linear=0 shrinkage=0.01 Tree=151 num_leaves=46 num_cat=3 split_feature=0 2 5 5 1 4 4 6 15 3 2 6 4 2 7 1 8 1 24 3 2 1 0 9 14 7 24 1 3 12 13 3 11 6 2 3 5 21 2 1 24 5 0 3 0 split_gain=1.69596e+06 1.18562e+06 1.12344e+06 710182 573132 716808 568168 579378 811050 754838 567046 619560 583039 797688 489488 416798 326242 280543 252313 234729 382548 217338 297953 739350 237856 213371 209392 182488 177611 174726 610321 178502 171567 139223 137595 106305 100587 241378 94739.5 88222.1 82353.1 77906.5 65392.7 58546.1 52146.7 threshold=119.88800000000002 362.00600000000003 764.58775000000003 388.83500000000009 334.96500000000003 72.993000000000009 133.58000000000001 242.70250000000001 13.447500000000002 41.660500000000006 30.425000000000004 884.13250000000005 483.06600000000009 408.041 440.98528000000005 891.44875000000013 1449.0631000000001 765.46000000000015 0 78.025300000000001 95.525500000000008 91.185000000000016 72.161800000000014 16.667500000000004 264.3250000000001 52.932000000000009 1 35.022500000000008 6.6572445000000009 236.58700000000002 9.4067500000000006 439.23750000000007 245.62500000000003 276.21600000000007 60.912500000000001 314.56760000000003 68.345648000000011 144.60500000000005 11.223500000000003 211.31080500000004 2 1062.3775000000003 28.693750000000005 143.73850000000002 2.9430000000000005 decision_type=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 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=10 6 3 4 25 -6 17 14 9 -9 16 12 15 44 19 18 21 26 33 34 -21 36 24 39 32 28 35 -20 -3 31 -31 -28 -23 -12 -8 38 40 41 -2 -24 42 -38 -1 -42 -14 right_child=1 2 -4 -5 5 -7 7 8 -10 -11 11 -13 13 -15 -16 -17 -18 -19 27 20 -22 22 23 -25 -26 -27 29 -29 -30 30 -32 -33 -34 -35 -36 -37 37 -39 -40 -41 43 -43 -44 -45 -46 leaf_value=-0.0088949032140210865 -0.060083741047404916 0.63363363473311718 2.9722377451260882 -0.56899544870531238 3.3034009232521058 0.95364398827423924 -0.22303273873591642 3.4657323156084336 -0.25874358695486321 1.0404781478282177 -0.047355868442303682 1.6288940613086407 -0.018484990801130023 2.2877353436606271 1.7394710631992507 1.510536019086838 1.1522447554270427 1.0073779482160297 0.06510908372952115 1.063634448344891 -0.16988857013423267 0.035436283077473346 0.43572788107395172 2.3449866757392885 1.1474855413436891 1.1530989731275119 0.14510414765362994 0.21959000859341427 -0.35538093153635664 -0.38591705662863596 2.0250121843247184 0.89015811291607949 0.6748484187902406 -0.76079450522150316 0.39048718842593105 -0.6862992166436237 0.033239932783827884 1.0740131166706914 0.17837649027330685 -0.27363305091857909 -0.026788968596796386 0.44987194932025409 0.062846475185953904 0.077974955755698891 0.62161166149377822 leaf_weight=37583 634 46 24 37 20 37 109 21 23 33 1183 26 35 28 23 20 24 35 3431 65 41 1741 50 20 20 39 1258 984 30 21 21 33 43 28 55 23 1846 23 226 27 51585 46 1315 539 20 leaf_count=37583 634 46 24 37 20 37 109 21 23 33 1183 26 35 28 23 20 24 35 3431 65 41 1741 50 20 20 39 1258 984 30 21 21 33 43 28 55 23 1846 23 226 27 51585 46 1315 539 20 internal_value=0 0.239534 0.923134 0.687831 0.958194 1.77812 0.178764 0.541919 1.31383 1.98363 -0.00766885 0.0887134 0.0817235 0.913757 0.339061 0.0694921 -0.0135161 0.119072 0.0643693 0.219767 0.586517 -0.0138111 0.0920362 0.631939 0.063006 0.551796 0.105042 0.0993143 0.243233 0.183423 0.819548 0.164149 0.0508481 -0.0633286 -0.0172791 -0.0151902 -0.0159762 0.055748 0.00258139 0.186991 -0.0174852 0.0433695 -0.00646793 -0.0257007 0.214277 internal_weight=0 2854 233 209 172 57 2621 370 77 54 100617 5755 5729 83 293 5646 94862 2251 5626 270 106 94838 1901 97 1804 115 2216 4415 76 1333 42 1291 1784 1211 164 883 92937 1915 860 77 91022 1892 38898 52124 55 internal_count=103471 2854 233 209 172 57 2621 370 77 54 100617 5755 5729 83 293 5646 94862 2251 5626 270 106 94838 1901 97 1804 115 2216 4415 76 1333 42 1291 1784 1211 164 883 92937 1915 860 77 91022 1892 38898 52124 55 cat_boundaries=0 1 2 3 cat_threshold=2176 2697 1047 is_linear=0 shrinkage=0.01 Tree=152 num_leaves=52 num_cat=10 split_feature=25 0 0 4 10 6 24 2 26 2 0 25 3 4 25 2 6 10 2 3 26 25 12 3 0 0 2 24 0 24 6 5 0 10 2 12 10 24 3 12 25 12 5 5 2 25 2 26 26 26 0 split_gain=2.12408e+06 1.10319e+06 813711 1.29719e+06 1.04772e+06 1.31055e+06 523414 648550 1.91524e+06 5.04997e+06 487402 419729 393336 460922 352330 343673 327672 273206 272895 334414 361516 262879 259642 252602 294752 243057 221121 210314 278889 205429 199356 305573 441816 185343 194004 170758 164832 160763 256105 160761 160387 153546 135659 103410 80116.9 69831.8 46249.7 30887.3 23119.2 7906.85 2615.83 threshold=0 883.10000000000014 51.78475000000001 1086.5100000000002 553.80150000000015 172.78900000000002 1 16.306000000000001 2022.5000000000002 66.670500000000018 26.032500000000002 2 68.575000000000017 553.21400000000006 3 654.54975000000002 242.70250000000001 1092.2834 1432.0500000000002 156.27500000000003 2022.5000000000002 4 448.18200000000007 83.326500000000024 51.78475000000001 883.10000000000014 52.802500000000002 5 367.42525000000006 6 50.541375000000009 143.79350000000002 169.65250000000003 60.281250000000007 747.71500000000015 422.00100000000003 350.63250000000005 7 888.10000000000014 189.18140000000002 8 16.667500000000004 4.440100000000001 48.376050000000006 873.74500000000012 9 38.648750000000007 2022.5000000000002 2022.5000000000002 2022.5000000000002 1438.4900000000002 decision_type=9 2 2 2 2 2 1 2 2 2 2 9 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 9 2 2 2 2 2 left_child=1 6 15 4 14 -6 7 11 9 -9 -11 35 30 23 27 17 26 21 19 20 -17 37 25 -14 -25 -16 -10 28 -4 48 33 32 -32 34 -8 41 -35 38 -2 -29 49 -1 50 -42 -22 -39 -33 -31 -13 -23 -3 right_child=2 42 3 -5 5 -7 12 8 16 10 -12 29 13 -15 22 18 -18 -19 -20 -21 44 40 -24 24 -26 -27 -28 39 -30 47 31 46 -34 36 -36 -37 -38 45 -40 -41 43 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 leaf_value=0.17016642762254125 0.046907107891774602 1.958562650680542 0.0031939281510861583 2.5440777620402248 -0.088982757568359383 3.5311625804901121 -0.04166321134193119 6.2495288135891869 0.76865417045197992 -0.023888454669859352 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20 74 68 64 20 leaf_count=1051 8361 20 482 22 20 20 1155 21 38 41 38 76 22 29 3045 32 38 37 26 24 23 65 21 149 135 80 163 730 52 77 123 26 22 59 21 20 25 2510 29 36 76438 84 27 1843 28 5841 20 74 68 64 20 internal_value=0 0.236033 -0.0095063 0.121776 0.109897 1.72109 0.212855 0.333266 0.728906 1.89092 0.7323 0.243067 0.0898723 0.399229 0.095401 -0.015716 0.242709 -0.0164258 0.49226 0.715549 0.41493 -0.0167598 0.0376022 0.285039 0.205072 0.0302745 0.0817133 0.233191 0.076818 0.57456 0.0190689 0.320127 0.545413 -0.0265677 -0.0589821 0.152108 0.427234 0.0192074 0.0501012 0.339808 -0.0244384 0.137284 1.508 -0.0238325 -0.107845 -0.0118534 -0.390016 0.269179 0.856514 -0.363946 1.8777 internal_weight=0 3642 99829 4508 4486 40 3575 1789 339 100 79 1450 1786 335 4446 95321 239 95188 133 107 83 95151 3146 306 284 3125 201 1300 534 295 1451 191 145 1260 1176 1155 84 16741 8390 766 78410 1135 67 78281 51 8351 46 151 144 129 40 internal_count=103471 3642 99829 4508 4486 40 3575 1789 339 100 79 1450 1786 335 4446 95321 239 95188 133 107 83 95151 3146 306 284 3125 201 1300 534 295 1451 191 145 1260 1176 1155 84 16741 8390 766 78410 1135 67 78281 51 8351 46 151 144 129 40 cat_boundaries=0 5 6 10 16 22 23 24 25 29 33 cat_threshold=1073774592 536887296 4096 10 2147483680 1295 32768 16384 0 2 5259268 514 10551392 0 134225920 1 76546944 2147516416 938 443589408 134308880 128 2697 14 1587 0 0 0 131072 640 32768 386 34644224 is_linear=0 shrinkage=0.01 Tree=153 num_leaves=44 num_cat=8 split_feature=25 0 0 4 10 6 1 0 0 4 24 1 9 25 6 4 20 25 8 1 3 17 10 24 1 11 25 3 8 6 24 1 1 0 10 3 25 10 6 20 10 3 13 split_gain=2.08181e+06 1.08124e+06 797518 1.27138e+06 1.02687e+06 1.28447e+06 646506 461046 427992 456929 403990 365492 883174 415282 349959 302648 380124 296759 362471 255173 244192 232252 231086 203013 202354 186271 161079 159892 151756 134349 126282 172108 106498 97596.9 84406.8 76168.3 108001 73095.8 64139.7 59966.8 52752.9 51495.7 30770.9 threshold=0 883.10000000000014 51.78475000000001 1086.5100000000002 553.80150000000015 172.78900000000002 470.21364 8.0935000000000006 507.61050000000006 6.658744500000001 1 383.96180000000004 275.32250000000005 2 612.69872000000009 106.765 38.592000000000006 3 796.15000000000009 670.0675 888.10000000000014 4.4150000000000009 522.5150000000001 4 602.65050000000008 2.8222380000000005 5 226.43500000000003 168.94500000000002 50.541375000000009 6 119.59 6.6537000000000015 883.10000000000014 350.63250000000005 23.039250000000003 7 483.25025000000005 64.609000000000023 503.40500000000009 424.71125000000001 1439.8675000000001 4.388154000000001 decision_type=9 2 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 9 2 2 2 2 2 1 2 2 9 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 6 17 4 11 -6 10 19 9 -9 14 13 24 23 22 28 21 18 20 -8 30 -17 25 -4 -13 -1 -19 -11 29 -12 37 -32 -3 -15 35 39 -37 -2 40 -28 -36 -22 -30 right_child=2 32 3 -5 5 -7 7 8 -10 27 15 12 -14 33 -16 16 -18 26 -20 -21 41 -23 -24 -25 -26 -27 34 -29 42 -31 31 -33 -34 -35 38 36 -38 -39 -40 -41 -42 -43 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28 33 33 2070 53 223 75287 21 74 157 11613 451 36 68 30 2302 1225 26 20 25 72 20 26 leaf_count=1438 4051 31 218 22 20 20 39 27 22 21 1151 73 20 1944 23 225 22 131 40 40 28 33 33 2070 53 223 75287 21 74 157 11613 451 36 68 30 2302 1225 26 20 25 72 20 26 internal_value=0 0.233673 -0.00941123 0.120558 0.108798 1.70388 0.210726 0.812568 1.29779 1.68503 0.180679 0.0944469 0.5865 0.07774 0.288176 0.0692172 0.369892 -0.0155588 0.0233859 0.253642 0.0210511 0.262299 0.273219 0.169483 0.276632 0.289682 -0.0235499 1.03257 0.00991543 0.0386211 0.0189332 0.0351778 1.49292 -0.0272947 -0.0229438 -0.0233534 0.0220664 -0.0291501 0.239882 -0.0254805 0.138351 0.733249 -0.365555 internal_weight=0 3642 99829 4508 4486 40 3575 170 91 69 3405 4446 146 4300 1717 1688 280 95321 16229 79 16189 258 1694 2288 126 1661 79092 42 1408 1308 16141 12064 67 2012 78961 78839 3527 4077 122 75312 102 48 100 internal_count=103471 3642 99829 4508 4486 40 3575 170 91 69 3405 4446 146 4300 1717 1688 280 95321 16229 79 16189 258 1694 2288 126 1661 79092 42 1408 1308 16141 12064 67 2012 78961 78839 3527 4077 122 75312 102 48 100 cat_boundaries=0 5 6 12 18 19 23 24 30 cat_threshold=1073774592 536887296 4096 10 2147483680 1055 41173636 33554962 278986848 0 134225924 1025 68158336 2147516544 938 443589408 134308880 128 128 0 0 0 131072 392 61162504 2228772 268533824 64 536871172 5121 is_linear=0 shrinkage=0.01 Tree=154 num_leaves=61 num_cat=13 split_feature=25 5 6 2 25 24 2 2 24 26 2 2 4 15 8 6 4 6 5 6 24 25 24 3 2 25 10 4 25 3 2 25 26 24 11 8 14 10 3 4 5 11 25 2 11 8 3 4 5 2 3 12 26 13 4 10 24 26 26 8 split_gain=2.04078e+06 831258 2.26813e+06 631945 669838 779407 1.84937e+06 620056 715523 637160 1.56783e+06 1.06045e+06 811703 993098 613712 613383 1.208e+06 489492 467511 389735 362307 657004 357824 326609 315179 290105 271966 759782 267047 265128 245355 221934 210628 210528 214912 199579 218536 223796 199126 197881 167608 165449 159644 159459 158014 311424 148465 137432 124747 115256 106247 94009.4 41985.3 39991 39433.5 39141.5 23022.2 14825.4 8312.6 2238.72 threshold=0 1062.3775000000003 13.907 108.13500000000002 1 2 381.19000000000005 23.455000000000002 3 2022.5000000000002 63.146250000000009 39.370000000000012 255.87150000000005 61.090000000000011 1117.4100000000001 166.61000000000004 221.43500000000003 372.84853050000009 88.917500000000004 303.53610000000003 4 5 6 54.445500000000003 52.802500000000002 7 522.5150000000001 77.902470000000008 8 439.23750000000007 348.16250000000008 9 2022.5000000000002 10 255.87150000000005 329.14500000000004 361.43000000000006 164.49524000000002 2.1290000000000004 448.18200000000007 225.12000000000003 58.74315 11 136.53000000000003 2.8222380000000005 206.47200000000004 143.73850000000002 276.21600000000007 284.54000000000008 590.51250000000016 364.96250000000003 22.149000000000004 2022.5000000000002 107.77596000000001 63.902000000000008 37.351000000000006 12 2022.5000000000002 2022.5000000000002 522.5150000000001 decision_type=9 2 2 2 9 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 9 1 2 2 9 2 2 9 2 2 9 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=7 3 58 14 5 6 43 20 15 10 11 -10 22 39 26 47 19 29 38 -17 21 32 53 44 -24 52 28 51 46 -7 -20 33 -1 34 -6 36 37 -27 -12 -14 -35 50 -30 -5 45 -23 -2 48 54 56 -25 -28 -22 -11 -9 -46 -33 -51 -3 -37 right_child=1 2 -4 4 31 17 -8 8 9 12 18 -13 13 -15 -16 16 -18 -19 30 -21 25 23 24 41 -26 35 27 -29 42 -31 -32 49 -34 40 -36 59 -38 -39 -40 -41 -42 -43 -44 -45 55 -47 -48 -49 -50 57 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 leaf_value=1.534081171209162 0.01560507459296215 -0.23893085098266603 3.9250083293914795 -0.15377393540881928 0.24998566750730022 0.13552015702270084 3.8120788673732591 -0.19195826553692252 1.2975201030211017 -0.41862644576402597 0.15383656349378763 4.4791106796264648 0.98866946220397955 2.6274559174478056 1.2735295760953749 0.93085028686523441 -0.7833554077148438 1.425909874088624 0.85228455750838561 2.7558063047582455 0.29005499207571656 0.16824619362409599 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168 613 96 100 183 119 147 105 552 61 48 57 internal_count=103471 99599 68 99531 2186 625 103 3872 846 574 249 42 325 73 97345 272 77 522 207 47 3026 1357 252 1253 133 1669 97308 120 97188 488 46 1561 104 948 466 1486 1429 1400 161 41 482 118 80129 80 1135 1030 17059 195 168 613 96 100 183 119 147 105 552 61 48 57 cat_boundaries=0 5 10 11 12 13 18 19 24 30 36 37 41 42 cat_threshold=1073774592 536887296 4096 135266314 2147483680 1065988 160 520 2097152 536879104 1029 2179 1047 0 536870912 0 0 2147483648 1112 1073741824 0 0 0 32 68158336 2151710720 65578 308290336 152052756 641 35652224 528 270598240 33587200 4 1024 851 0 0 0 131072 3218 is_linear=0 shrinkage=0.01 Tree=155 num_leaves=37 num_cat=5 split_feature=25 2 16 7 0 3 14 2 9 0 9 1 0 6 25 26 10 7 6 9 25 2 5 2 1 25 5 15 10 14 0 3 20 6 25 21 split_gain=1.94805e+06 2.15191e+06 2.8503e+06 1.21722e+06 767928 697650 647009 594533 993594 473787 603066 1.08155e+06 452214 502182 358676 355652 618818 295666 292241 252720 245474 370379 307300 219174 175353 140487 140400 137063 127059 111201 103614 98044.7 87921.8 77659 81654 70845.4 threshold=0 381.19000000000005 311.24850000000009 477.22500000000008 165.29860000000002 1439.8675000000001 766.49265000000003 747.71500000000015 4.4316985000000004 70.38600000000001 396.91800000000006 315.17050000000006 883.10000000000014 884.13250000000005 1 2022.5000000000002 206.34700000000004 153.91890000000004 193.04400000000001 287.97507150000007 2 1054.5000000000002 1062.3775000000003 505.12500000000006 10.847970000000002 3 43.422500000000007 228.56250000000003 18.161000000000005 390.30500000000006 198.78000000000003 383.96180000000004 152.94900000000004 41.685000000000009 4 261.22518750000006 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 left_child=1 6 3 4 17 9 12 8 -6 20 14 28 13 15 27 16 -1 18 -3 -17 21 22 29 25 -14 -16 33 30 -12 -2 -11 32 -28 35 -35 -22 right_child=5 2 -4 -5 7 -7 -8 -9 -10 10 11 -13 24 -15 23 19 -18 -19 -20 -21 26 -23 -24 -25 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234 2041 20 20 22 136 80362 25 26 20 30 1748 2372 30 20 73 420 25 24 954 982 56 internal_value=0 0.196008 1.10718 0.769839 1.05972 -0.0110625 0.146699 1.85223 2.48179 -0.0115186 0.104977 1.05147 0.137055 0.125243 0.0860817 0.11544 0.205048 0.560243 0.336203 0.0248037 -0.0156332 0.029492 0.0266716 0.00147036 0.992177 0.0119883 -0.0213281 0.214329 0.146289 0.0240197 0.20024 0.0537269 0.0472265 -0.0235371 0.0390489 -0.0250438 internal_weight=0 4752 246 224 194 98873 4506 75 50 98844 3372 66 4477 4416 3306 4379 2202 119 99 2177 95472 10697 10672 2002 61 1982 84775 1304 44 10646 1274 2421 2396 82354 1936 80418 internal_count=103625 4752 246 224 194 98873 4506 75 50 98844 3372 66 4477 4416 3306 4379 2202 119 99 2177 95472 10697 10672 2002 61 1982 84775 1304 44 10646 1274 2421 2396 82354 1936 80418 cat_boundaries=0 5 11 17 23 29 cat_threshold=32768 2 4608 134348800 2147483680 11534852 536871424 276889632 0 8724 1 1049344 541114496 154 40931586 1138704 129 268435456 128 266 67178498 16777472 4096 44057608 270664208 278921280 0 536871684 1024 is_linear=0 shrinkage=0.01 Tree=156 num_leaves=43 num_cat=0 split_feature=6 2 2 18 6 16 4 10 1 1 14 2 12 8 12 3 8 11 10 26 2 2 2 4 26 1 1 4 3 4 9 10 1 11 14 8 20 6 2 21 2 1 split_gain=1.72784e+06 2.07511e+06 846422 968084 1.05261e+06 1.17023e+06 1.70379e+06 936090 670967 446778 410096 329035 235195 922627 297569 256804 320577 348279 205692 238993 420750 410335 266688 273695 183035 181395 198751 158057 332366 271398 182880 213255 154054 140928 123993 122756 113790 97413.3 97069.5 69220 63190 2905.06 threshold=181.63000000000002 873.74500000000012 24.719400000000004 130.56500000000003 1070.9310000000003 35.240330000000007 133.58000000000001 553.80150000000015 122.82375000000002 602.65050000000008 540.75000000000011 51.871000000000009 236.58700000000002 8.491200000000001 607.84575000000007 95.870875000000012 13.899000000000001 6.0237500000000006 483.25025000000005 2022.5000000000002 590.51250000000016 55.173000000000009 52.802500000000002 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233.37814 276.21600000000007 362.01900000000001 244.70480000000003 1117.4100000000001 362.00600000000003 3 4 747.71500000000015 165.05000000000004 5 151.12275000000002 590.51250000000016 9.9621000000000013 2022.5000000000002 1062.3775000000003 6 396.21550000000008 52.932000000000009 7 17.426900000000007 8 9 10 11 29.182600000000004 368.28750000000008 505.12500000000006 122.82375000000002 151.84586000000004 165.05000000000004 39.500500000000009 156.13200000000003 137.65187500000005 12 537.86000000000013 13 17.177500000000006 14 15 221.81325000000004 54.547500000000007 218.42700000000005 2022.5000000000002 228.51250000000002 507.61050000000006 33.351000000000006 16 1449.0631000000001 17 18 143.69840000000002 748.92250000000013 2022.5000000000002 873.74500000000012 747.71500000000015 2022.5000000000002 decision_type=2 2 2 9 9 1 2 2 2 2 2 2 9 1 2 2 1 2 2 2 2 2 9 2 2 1 2 9 9 1 9 2 2 2 2 2 2 2 2 2 9 2 1 2 9 1 2 2 2 2 2 2 2 9 2 9 1 2 2 2 2 2 2 left_child=4 3 -3 5 10 23 7 19 9 -8 11 15 33 18 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num_cat=0 split_feature=0 11 6 1 3 2 3 2 3 7 4 26 2 2 1 26 0 3 3 3 11 11 3 5 5 7 4 9 12 0 7 4 15 20 11 1 4 2 5 split_gain=1.7227e+06 2.02619e+06 2.00578e+06 606706 560089 832372 388605 384778 435228 330419 296364 389159 365875 296088 275601 462265 721322 305180 264894 247251 242394 531954 488441 503972 220967 216424 211011 209061 622872 183593 300680 145365 138210 151033 122337 115624 113192 109678 41428.1 threshold=261.90500000000003 619.25400000000013 345.35355000000004 122.82375000000002 334.76100000000002 654.54975000000002 764.58775000000003 236.40400000000002 270.18175000000008 228.51250000000002 236.10250000000005 2022.5000000000002 290.26516000000009 362.00600000000003 262.14225000000005 2022.5000000000002 658.11750000000018 27.798999999999999 383.96180000000004 1439.8675000000001 559.42150000000004 236.36250000000004 95.870875000000012 25.210500000000007 1062.3775000000003 89.291250000000005 6.9525000000000015 120.35750000000003 236.58700000000002 45.160750000000007 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0.0491032 0.603324 internal_weight=0 1229 43 102289 1186 146 2231 100058 785 698 125 69 56 46 1040 153 87 66 87 99273 2198 2172 75 40 99245 66 63 2097 188 99186 3801 95385 887 866 846 1909 652 631 59 internal_count=103518 1229 43 102289 1186 146 2231 100058 785 698 125 69 56 46 1040 153 87 66 87 99273 2198 2172 75 40 99245 66 63 2097 188 99186 3801 95385 887 866 846 1909 652 631 59 is_linear=0 shrinkage=0.01 Tree=167 num_leaves=45 num_cat=4 split_feature=0 11 6 1 24 8 5 6 24 10 6 1 2 6 2 4 0 8 0 14 12 24 26 2 1 11 10 5 0 24 16 0 12 12 5 2 2 8 17 10 26 11 6 5 split_gain=1.68842e+06 1.98587e+06 1.96586e+06 594632 592589 867978 1.26241e+06 488970 438652 420620 391565 501305 377121 430179 455090 417774 375168 291366 273073 343839 321119 270534 708078 622968 256829 247893 205304 200668 185448 183463 178167 167475 150625 571128 117987 252434 112872 108601 97507.4 160129 131385 73160.3 64346.6 48890.6 threshold=261.90500000000003 619.25400000000013 345.35355000000004 122.82375000000002 0 242.70250000000001 418.34600000000006 550.73124000000007 1 617.48075000000006 483.25025000000005 543.52500000000009 236.40400000000002 76.951000000000008 505.12500000000006 200.45248750000005 1438.4900000000002 1449.0631000000001 218.42700000000005 345.93555000000009 307.63250000000005 2 2022.5000000000002 436.65050000000002 10.059500000000002 236.36250000000004 33.005000000000003 1062.3775000000003 45.160750000000007 3 1079.5035000000003 272.97600000000006 236.58700000000002 521.05947000000003 40.384095000000009 505.12500000000006 245.62500000000003 253.56500000000003 77.823750000000018 43.352000000000011 2022.5000000000002 24.701500000000006 372.84853050000009 1424.6500000000003 decision_type=2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 4 -3 12 10 7 -7 16 18 32 11 31 17 21 15 26 24 27 19 20 25 22 23 -14 -6 -5 -15 28 30 -30 -1 -2 38 -34 36 -36 -23 -33 40 -40 -10 -24 -16 -29 right_child=1 2 -4 8 5 6 -8 -9 9 -11 -12 -13 13 14 42 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0.28430774434407552 leaf_weight=95367 26 23 20 873 383 39 21 21 627 20 32 36 24 44 20 20 30 21 29 20 24 21 65 23 216 39 20 30 1888 1912 25 356 33 24 53 27 428 26 45 28 469 20 20 30 leaf_count=95367 26 23 20 873 383 39 21 21 627 20 32 36 24 44 20 20 30 21 29 20 24 21 65 23 216 39 20 30 1888 1912 25 356 33 24 53 27 428 26 45 28 469 20 20 30 internal_value=0 0.37007 2.48116 -0.00280039 0.293529 0.473366 1.63085 0.373804 0.158667 0.032305 0.0150251 0.0923392 -0.00640065 0.21192 0.7524 1.17045 0.323689 -0.00812702 0.314987 0.347184 0.319462 0.110529 0.4973 1.51992 0.269033 0.289415 0.776214 -0.00837622 -0.00872593 0.0597813 -0.011455 -0.00747236 0.00909738 0.511061 0.0045327 0.358426 -0.0584208 -0.060329 -0.0153782 0.338501 -0.0389486 -0.00964544 -0.125505 0.569762 internal_weight=0 1229 43 102289 1186 710 60 650 2231 1246 476 444 100058 785 124 84 629 99273 985 956 936 661 132 47 599 912 64 99252 99192 3800 95392 408 1226 57 529 80 449 382 1169 73 1096 85 40 60 internal_count=103518 1229 43 102289 1186 710 60 650 2231 1246 476 444 100058 785 124 84 629 99273 985 956 936 661 132 47 599 912 64 99252 99192 3800 95392 408 1226 57 529 80 449 382 1169 73 1096 85 40 60 cat_boundaries=0 1 2 3 4 cat_threshold=1163 311 1041 1394 is_linear=0 shrinkage=0.01 Tree=168 num_leaves=54 num_cat=13 split_feature=0 17 25 24 9 25 6 8 8 1 1 24 2 2 26 5 0 6 9 0 3 26 0 2 26 7 25 6 24 1 0 24 15 8 2 13 25 1 4 8 25 3 2 25 24 0 5 25 0 1 0 25 8 split_gain=1.65482e+06 1.95156e+06 1.03149e+06 1.43671e+06 1.55714e+06 864933 676386 550250 424236 421141 417639 500273 372179 394000 522528 367314 353695 346388 551823 540916 318845 309927 214701 180461 505228 151419 150628 136500 125741 125560 129797 122904 151701 124571 121915 344664 125343 105988 167392 99047.7 159094 327325 98448.8 96465.3 129903 95820.1 69956.3 66906.9 64778.8 62879.8 42696.3 21406.5 15746.3 threshold=261.90500000000003 439.37528000000003 0 1 303.60860000000008 2 483.25025000000005 1117.4100000000001 242.70250000000001 511.57525000000004 165.05000000000004 3 747.71500000000015 1432.0500000000002 2022.5000000000002 1062.3775000000003 285.35875000000004 35.150000000000013 151.12275000000002 63.205375000000011 241.37250000000003 2022.5000000000002 14.955000000000002 163.44010000000003 2022.5000000000002 391.72750000000002 4 264.01000000000005 5 13.770262500000003 507.61050000000006 6 193.24500000000003 168.94500000000002 207.31054000000003 107.77596000000001 7 151.84586000000004 87.012500000000017 47.412500000000001 8 73.477250000000012 747.71500000000015 9 10 218.42700000000005 87.012500000000017 11 507.61050000000006 174.76450000000003 6.9525000000000015 12 1449.0631000000001 decision_type=2 2 9 1 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 1 2 2 2 2 9 2 2 2 9 2 2 9 1 2 2 9 2 2 2 9 2 left_child=5 2 3 4 8 7 16 10 9 -2 12 23 15 14 -14 21 -5 18 -13 -19 -18 -1 34 46 -25 26 31 28 37 48 -31 33 -33 -24 39 36 49 38 -4 43 41 -41 -38 44 -7 51 -12 -45 -30 -36 -42 -28 -9 right_child=1 -3 27 6 -6 22 -8 52 -10 -11 11 17 13 -15 -16 -17 20 19 -20 -21 -22 -23 25 24 -26 -27 45 -29 29 30 -32 32 -34 -35 35 -37 42 -39 -40 40 50 -43 -44 47 -46 -47 -48 -49 -50 -51 -52 -53 -54 leaf_value=0.094632110956518314 0.56458524615077654 2.929713372937564 -0.13266355148423906 1.3637541311758536 3.1506938913890292 0.046565847850287501 -1.4405375423431397 1.0101028242111207 2.2754458236694335 1.8458874053955077 -0.095607257567081355 0.21634639792311519 2.1652997519288744 -0.30103636312484744 0.19657145353463981 1.0052113108634948 -0.026387810871518893 1.3475355319543316 1.434345691611127 -0.12221047922543117 0.80876558998883785 -0.0032373349741631158 -0.005781559187937939 1.1061512795159982 -0.48772110062676505 0.8313675200939179 -0.0080548301201342851 -0.61844919778406626 -0.058579815951260654 0.7438118086044605 -0.042563624689655917 0.10529307091028699 0.93902337789535528 0.52100918316322831 0.41614219465563373 1.3982931879588538 0.029366038389373243 -0.67202461910247802 0.73272639193534861 0.18670092904816071 0.00157713191000142 1.5182446874380111 -0.52041121633429277 -0.1516272822502665 -0.022423688425195706 0.47641815765483964 -0.52497184996909285 -0.025190765997513718 0.2982105991714879 -0.18809985768795012 0.26389790191100193 -0.068371874282882286 1.3977953104539349 leaf_weight=6440 177 29 211 27 35 4584 25 20 20 30 197 401 28 25 26 40 203 88 41 35 59 6503 1859 43 37 24 1270 32 154 65 31 2730 22 46 124 21 228 30 25 240 1366 20 38 412 6715 37 47 67371 76 20 65 1104 22 leaf_count=6440 177 29 211 27 35 4584 25 20 20 30 197 401 28 25 26 40 203 88 41 35 59 6503 1859 43 37 24 1270 32 154 65 31 2730 22 46 124 21 228 30 25 240 1366 20 38 412 6715 37 47 67371 76 20 65 1104 22 internal_value=0 0.366369 0.304422 0.604539 1.14372 -0.00277227 0.133236 0.0702445 0.884657 0.750281 0.066854 0.27658 0.05258 0.736878 1.21739 0.0484161 0.273985 0.451946 0.329328 0.929315 0.161681 0.0454592 -0.0143502 -0.0418847 0.368985 0.0384138 0.0357213 0.0174228 0.0520885 0.180568 0.489878 0.0688509 0.111553 0.00690261 -0.0189601 0.148779 0.0847792 -0.108096 -0.0409909 -0.0198552 0.0558728 0.278419 -0.0473919 -0.0214744 0.00558177 -0.0284382 -0.178313 -0.0259815 0.0593161 0.310647 0.0133988 -0.0364265 1.21318 internal_weight=0 1229 1200 576 262 102289 314 13993 227 207 13951 889 13062 79 54 12983 289 565 442 123 262 12943 88296 324 80 7092 7068 624 592 326 96 4657 2752 1905 81204 431 410 266 236 80773 1691 260 266 79082 11299 2411 244 67783 230 144 1431 2374 42 internal_count=103518 1229 1200 576 262 102289 314 13993 227 207 13951 889 13062 79 54 12983 289 565 442 123 262 12943 88296 324 80 7092 7068 624 592 326 96 4657 2752 1905 81204 431 410 266 236 80773 1691 260 266 79082 11299 2411 244 67783 230 144 1431 2374 42 cat_boundaries=0 5 6 12 13 19 20 21 27 32 38 39 43 49 cat_threshold=78675968 0 512 33554432 8256 2357 269517184 536920192 4778 174227754 2283290656 1 2696 119866884 2199912960 8454208 67109888 8260 5120 427 2697 1024 544 0 0 8208 1024 100925440 512 0 64 4 536871424 2420244482 17301844 67187200 16842818 6272 1330 1073741824 0 0 1048576 13119529 4357 1075879936 16777216 603984384 2048 is_linear=0 shrinkage=0.01 Tree=169 num_leaves=57 num_cat=10 split_feature=25 4 2 1 10 13 18 9 16 7 26 4 25 3 2 25 10 25 25 2 1 7 2 5 3 2 25 1 2 2 1 6 5 1 4 6 25 7 25 4 11 3 25 26 20 9 2 2 6 11 3 3 25 26 26 26 split_gain=1.48604e+06 1.592e+06 1.51135e+06 1.03179e+06 1.01677e+06 1.20221e+06 563449 952016 464215 423753 351078 503381 406785 305976 280786 427646 613677 249204 214837 263765 203677 198891 194836 166436 152764 240110 141876 219011 124231 110339 105995 236921 105075 98717.9 94304.7 88128.8 86402.2 60794.2 82057.3 217102 60274.1 57369.2 66058 53077.9 47895.2 46837.1 31354.6 42787.4 21962.6 19255.1 16259.2 13416.6 12470.6 6433.49 448.074 48.5243 threshold=0 904.34825000000012 466.65428000000003 205.81150000000002 362.01900000000001 236.16900000000004 25.922500000000003 329.28675000000004 1079.5035000000003 359.98750000000001 2022.5000000000002 678.11800000000005 1 249.93500000000003 221.81325000000004 2 38.12850000000001 3 4 873.74500000000012 87.268457500000025 141.29500000000002 49.853800000000007 45.697460000000014 233.25100000000003 33.259025000000008 5 151.84586000000004 128.13330350000004 537.86000000000013 297.44000000000005 54.379500000000007 114.39000000000001 156.13200000000003 1468.3681000000001 28.165000000000003 6 55.250000000000007 7 104.02000000000001 448.92950000000002 211.376 8 2022.5000000000002 503.40500000000009 26.311000000000003 277.77250000000009 436.65050000000002 27.798999999999999 671.11374000000012 0.94329900000000022 5.0070000000000006 9 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 9 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 3 22 8 6 -6 7 9 10 -5 13 12 -12 21 17 16 23 20 29 30 32 -1 34 46 26 -26 27 -22 -15 50 31 -20 40 -28 -3 -8 51 44 39 -39 43 42 -34 -2 45 -38 -16 -48 -32 -42 55 53 -40 -19 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33685512 2148007936 0 32 0 0 8192 1024 335546240 2688713218 226 67186722 134242372 4224 67109376 537001984 0 2 0 4096 67109888 536870912 96 2 68 1073741824 0 0 1048576 35995656 33554464 8388608 0 1 512 131072 32 65536 8256 4096 0 144 65536 0 272 is_linear=0 shrinkage=0.01 Tree=170 num_leaves=44 num_cat=11 split_feature=25 4 16 8 11 0 10 6 5 24 0 25 9 24 25 0 2 24 0 24 1 10 7 9 2 6 11 5 2 6 3 25 2 2 25 6 4 24 25 1 3 2 8 split_gain=1.70571e+06 1.65959e+06 2.19045e+06 799929 1.19081e+06 736750 575934 565291 1.56216e+06 496381 478651 382371 504469 380256 379050 1.318e+06 502977 378420 499279 352075 345351 335573 237062 224479 213234 205843 177724 164735 205557 190769 150840 146527 727968 147572 145058 125718 117877 100334 197761 92980.8 92237.8 75479.9 73076.6 threshold=0 194.61300000000003 348.30332000000004 372.84853050000009 64.755500000000012 883.10000000000014 450.66846000000004 483.25025000000005 174.00500000000002 1 28.136200000000002 2 287.97507150000007 3 4 29.566000000000003 747.71500000000015 5 367.42525000000006 6 352.68673250000012 1092.2834 440.98528000000005 396.91800000000006 50.651000000000003 450.66846000000004 559.42150000000004 271.24120000000005 51.871000000000009 58.4315 233.25100000000003 7 1054.5000000000002 466.65428000000003 8 1070.9310000000003 1086.5100000000002 9 10 191.05350000000001 58.369000000000007 1054.5000000000002 228.51250000000002 decision_type=9 2 2 2 2 2 2 2 2 1 2 9 2 1 9 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 1 9 2 2 2 2 left_child=1 5 3 6 -5 7 19 9 35 27 21 12 -11 -13 15 -12 17 18 -17 20 -3 31 23 26 -7 -21 34 29 -29 -1 -19 32 37 36 -16 -9 40 38 -2 41 -33 -35 -39 right_child=10 2 -4 4 -6 24 -8 8 -10 11 14 13 -14 -15 22 16 -18 30 -20 25 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 -32 33 -34 39 -36 -37 -38 42 -40 -41 -42 -43 -44 leaf_value=-0.044232037759976799 0.33925812639688191 0.51444263437698634 3.392425159585887 3.1399468369994845 0.33612534681955969 0.79652828509990981 1.8610476325988772 0.3460577156430199 2.9555768671402562 0.048825037875381859 2.5479434846464817 0.48294916631156998 1.646599440574646 0.14526576181604964 0.060462071400969444 0.30847369377653439 1.682217419797724 0.094589687595113381 1.4633068717067892 -0.054181141915479548 1.9372815914154051 0.97769170115975768 0.96866677142955637 0.9938580251236756 2.0665382180213929 0.98397034054710764 0.96511870300769798 -0.087472371688255904 -1.1269391746520996 0.26820055626843076 -0.38704317726407733 -0.022346976069031722 1.875891198657808 -0.12212912988181066 -0.053379363804849617 -0.61722880172729488 0.68024969021479298 -0.010490523667484682 0.035969221554358159 -0.97590221595764171 0.049740218678361189 -0.76968806353482333 0.25749874691361363 leaf_weight=1816 218 116 29 28 33 39 25 42 26 1652 24 601 20 801 3176 251 22 915 44 211 20 34 27 24 20 21 20 52 30 219 70 76748 21 99 1717 20 24 8399 3953 20 1817 22 103 leaf_count=1816 218 116 29 28 33 39 25 42 26 1652 24 601 20 801 3176 251 22 915 44 211 20 34 27 24 20 21 20 52 30 219 70 76748 21 99 1717 20 24 8399 3953 20 1817 22 103 internal_value=0 0.166273 0.727887 0.557685 1.62313 0.115768 0.392311 0.103348 0.898123 0.0898742 -0.00978739 0.170714 0.0675333 0.292417 0.0745919 0.224123 0.183009 0.157241 0.464959 0.292533 0.674116 -0.0155916 0.0341285 0.0290867 1.22704 0.0381453 0.0243738 -0.0281834 -0.467765 -0.0106091 0.0597553 -0.015961 0.0155623 -0.021043 0.0205285 0.0353201 -0.0204657 0.0124919 0.0525943 -0.344269 -0.0206798 -0.239867 -0.00723538 internal_weight=0 5821 483 454 61 5338 393 5279 88 5191 97748 3074 1672 1402 6290 1326 1302 1280 295 368 136 91458 4964 4937 59 232 4913 2117 82 2035 985 91424 12694 78730 4893 62 78589 12673 4171 141 78565 121 8502 internal_count=103569 5821 483 454 61 5338 393 5279 88 5191 97748 3074 1672 1402 6290 1326 1302 1280 295 368 136 91458 4964 4937 59 232 4913 2117 82 2035 985 91424 12694 78730 4893 62 78589 12673 4171 141 78565 121 8502 cat_boundaries=0 5 6 11 12 18 19 20 26 32 33 38 cat_threshold=1073774592 16386 4608 134348808 2148532256 3744 0 16386 512 134217728 1048576 76 72351744 0 65640 33555456 16 1 1042 1600 537936384 4358304 524304 70365984 151085200 896 50660996 576717312 278931458 1089536 8772 5120 1584 0 32768 0 2097184 16 is_linear=0 shrinkage=0.01 Tree=171 num_leaves=40 num_cat=7 split_feature=25 4 16 8 11 10 6 5 24 2 2 8 25 24 1 24 1 2 26 4 25 10 1 24 6 5 2 2 26 6 6 7 10 6 10 2 3 5 26 split_gain=1.67196e+06 1.6265e+06 2.14686e+06 784010 1.16711e+06 564472 459609 1.51502e+06 445444 447497 4.80761e+06 435580 419415 932004 569562 345069 338478 330946 930271 286998 272591 543163 209788 203876 201746 186777 205442 191506 142832 107675 98804.8 121125 76515 180000 183542 84338.9 64402.9 35300.4 2400.85 threshold=0 194.61300000000003 348.30332000000004 372.84853050000009 64.755500000000012 450.66846000000004 483.25025000000005 152.16750000000005 1 50.651000000000003 57.433500000000009 8.069386500000002 2 3 470.21364 4 352.68673250000012 1054.5000000000002 2022.5000000000002 1468.3681000000001 5 1092.2834 35.564 6 450.66846000000004 284.54000000000008 39.370000000000012 590.51250000000016 2022.5000000000002 58.4315 1070.9310000000003 13.029000000000002 84.823445000000007 276.21600000000007 88.170000000000016 466.65428000000003 670.0675 476.36400000000003 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 1 2 2 2 9 1 2 1 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 5 -5 15 8 30 25 12 -11 -12 13 -10 -14 16 -3 19 -19 20 21 22 28 -24 -17 27 37 29 -2 -1 31 -8 35 34 -34 36 -22 -27 -37 right_child=17 2 -4 4 -6 -7 7 -9 9 10 11 -13 14 -15 -16 24 -18 18 -20 -21 32 -23 23 -25 -26 26 -28 -29 -30 -31 -32 -33 33 -35 -36 38 -38 -39 -40 leaf_value=-0.026333372271379982 0.034261562704421752 0.50929821174720236 3.3585008857990135 3.1085472324171235 0.33276411836797543 1.8424370925903322 0.69772643547058111 2.7561315105855466 1.1309040883366879 5.1493774152937384 0.41747635824812784 -0.39719563999947383 0.069403040619538198 -0.021381155036346255 1.2441117606844221 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937769 788936 623973 565633 389364 338721 279743 555509 278898 504109 269573 254993 543444 254487 258134 228781 227844 196332 361981 170000 162115 1.57358e+06 158922 156462 154893 225294 142451 130620 198432 124579 101466 74679.1 67838.8 67374.3 33897.1 25210 6882.75 1811.24 357.488 threshold=335.27750000000009 873.74500000000012 0 883.10000000000014 54.445500000000003 55.173000000000009 5.3609785000000008 897.08550000000014 658.11750000000018 180.91300000000004 8.3602500000000024 1 670.0675 70.38600000000001 374.95650000000006 329.28675000000004 101.80875000000002 163.5712 6.9525000000000015 373.75800000000004 334.76100000000002 2 3 205.81150000000002 4 606.07650000000001 108.75750000000001 167.73300000000003 291.83400000000006 4.0535910000000008 538.27200000000016 765.46000000000015 50.713000000000008 167.84800000000004 748.92250000000013 273.37500000000006 748.92250000000013 660.6500000000002 263.08125000000007 1424.6500000000003 6.9525000000000015 17.240300000000001 1449.0631000000001 891.44875000000013 decision_type=2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 8 13 6 -6 11 16 10 -5 12 27 25 20 24 21 -18 28 -20 22 -2 38 -24 35 31 39 -7 -13 34 -31 32 37 -34 -26 40 -10 -1 -15 41 -4 -27 43 -33 right_child=1 -3 15 9 5 7 -8 -9 36 -11 -12 18 -14 14 -16 -17 17 -19 19 -21 -22 -23 23 -25 29 26 -28 -29 -30 30 -32 42 33 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 leaf_value=-0.013699501839437593 0.66683575761068115 2.8720881775653728 -0.3573491927116148 1.6153167207510968 2.3131034902845111 -0.021898572462572815 -0.17663192772865294 1.7360954541745395 -0.85914710304953834 2.7717368316650393 0.087999058246612555 0.089687770017815791 1.5500357016650115 -0.03161807741107741 1.3211434815146705 0.82512340545654295 1.9138199256448183 -0.10324809464541349 0.31843361150660843 -0.64123180981340089 0.85809518556337094 0.087867897273572679 0.095683690261832766 0.7115777403700585 0.06000486327483591 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486022 347850 474408 403617 230861 218873 207773 172375 165768 446067 157272 589610 149242 141395 130943 126475 119746 96666 152620 94646.4 91364.4 83207.9 170248 104627 70967 70912 58338.9 25078.9 threshold=0 194.61300000000003 348.30332000000004 372.84853050000009 64.755500000000012 883.10000000000014 28.136200000000002 352.68673250000012 522.5150000000001 766.49265000000003 1 2 2022.5000000000002 51.871000000000009 3 29.566000000000003 747.71500000000015 4 367.42525000000006 164.49524000000002 4.402000000000001 108.63300000000001 440.98528000000005 396.91800000000006 50.651000000000003 559.42150000000004 68.575000000000017 22.151894000000002 5 1054.5000000000002 233.25100000000003 6 466.65428000000003 1086.5100000000002 361.43000000000006 43.947300000000013 7 66.33687500000002 186.66000000000003 189.18140000000002 28.375500000000002 228.79300000000003 540.75000000000011 1054.5000000000002 450.66846000000004 2.6733000000000007 decision_type=9 2 2 2 2 2 2 2 2 2 1 9 2 2 9 2 2 1 2 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 left_child=1 5 3 7 -5 9 28 19 -9 10 11 12 -1 -13 15 -8 17 18 -17 20 -3 -21 23 25 -7 31 37 -28 29 34 -19 -16 33 35 39 44 -37 -12 43 41 -41 -2 -36 45 -30 -34 right_child=6 2 -4 4 -6 24 14 8 -10 -11 26 13 -14 -15 22 16 -18 30 -20 21 -22 -23 -24 -25 -26 -27 27 -29 32 -31 -32 -33 38 -35 42 36 -38 -39 -40 40 -42 -43 -44 -45 -46 -47 leaf_value=1.8919380446842737 0.013225521065537947 0.46662526738075982 3.3165320922588477 3.0727804810660229 0.3246635487585357 0.77958850078093711 2.5223015183210373 1.9063495905259078 0.18893328699572334 1.4540169715881348 -0.0076056451810654147 0.10117177760140694 -0.15167014960086708 0.50083375849813783 0.058901258772683686 0.3034027467305917 1.6440171137723056 0.092291487774262701 1.4428020732511175 2.1212399368286134 -0.35266978306359931 0.1122184066772461 0.95545769020363136 0.98089676956335714 2.0332306432723999 0.95007572519779204 -0.085201109991623808 0.64032683809320401 -0.021861320022361529 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0.0576601 0.0198083 -0.0205582 -0.0200228 0.0142151 -0.0202405 0.0438316 -0.0233412 -0.330585 0.0122809 0.282446 0.00988872 0.493126 -0.222962 -0.0221661 -0.11011 internal_weight=0 5821 483 454 61 5338 97748 393 63 5279 5258 2667 122 2545 6290 1326 1302 1280 295 330 290 40 4964 4937 59 4913 2591 351 91458 12950 985 4893 78508 78372 12927 78349 2286 2240 136 12875 113 12762 52 116 76063 96 internal_count=103569 5821 483 454 61 5338 97748 393 63 5279 5258 2667 122 2545 6290 1326 1302 1280 295 330 290 40 4964 4937 59 4913 2591 351 91458 12950 985 4893 78508 78372 12927 78349 2286 2240 136 12875 113 12762 52 116 76063 96 cat_boundaries=0 5 6 11 17 18 24 30 35 cat_threshold=1073774592 16386 4608 134348808 2148532256 95 0 0 0 131072 2147483680 72351744 0 65640 33555456 16 1 1042 537936384 4358304 524304 70365984 151085200 897 50660996 576717312 278931458 1155072 8772 5120 77857800 2147484160 65642 64 536870916 is_linear=0 shrinkage=0.01 Tree=174 num_leaves=52 num_cat=4 split_feature=0 2 24 0 2 2 26 10 0 26 5 4 2 15 14 8 20 0 1 9 1 9 0 5 24 24 5 6 24 5 1 0 1 1 6 0 7 0 1 26 4 6 0 4 5 1 26 26 1 1 5 split_gain=1.50178e+06 2.02085e+06 651692 1.04259e+06 560372 919135 3.23236e+06 608046 555918 504479 843412 404365 362777 352742 763303 378123 309596 269142 425557 603549 270744 259128 201493 380552 226389 166666 158144 1.58801e+06 152535 155557 150732 219598 140311 126972 248778 122602 107686 104465 100229 96072.4 83840.4 83599.5 73303.6 56203.5 32962.4 24297.4 8261.99 7908.85 6460.28 5450.66 2498.58 threshold=335.27750000000009 873.74500000000012 0 883.10000000000014 54.445500000000003 55.173000000000009 2022.5000000000002 897.08550000000014 658.11750000000018 2022.5000000000002 68.345648000000011 207.31054000000003 245.62500000000003 29.666500000000003 206.37500000000003 372.84853050000009 4.402000000000001 70.38600000000001 198.78000000000003 143.12500000000003 218.65894500000005 329.28675000000004 102.22125000000001 388.83500000000009 1 2 606.07650000000001 193.04400000000001 3 368.28750000000008 4.0535910000000008 538.27200000000016 765.46000000000015 50.713000000000008 27.10106 748.92250000000013 253.56500000000003 261.90500000000003 273.37500000000006 2022.5000000000002 904.34825000000012 120.57000000000001 748.92250000000013 276.21600000000007 1062.3775000000003 6.9525000000000015 2022.5000000000002 2022.5000000000002 1083.8250000000003 1083.8250000000003 1424.6500000000003 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 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=4 2 3 8 17 6 -6 11 9 10 -2 22 39 15 -15 -13 -11 26 28 20 -20 25 24 -24 -7 38 32 44 29 37 35 -32 33 40 -35 -27 43 -19 45 -5 -1 -22 -10 -30 47 -4 48 -28 -34 -48 -46 right_child=1 -3 21 12 5 7 -8 -9 42 16 -12 13 -14 14 -16 -17 -18 18 19 -21 41 -23 23 -25 -26 30 27 -29 36 -31 31 -33 46 34 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 50 -47 49 -49 -50 -51 -52 leaf_value=-0.013589185256583584 0.61706720396053572 2.8288115914662679 -0.3550260131589828 1.5442219962944856 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134 20 229 20 35 26 25 25 1214 21 23 119 37 401 21 1996 113 34 20 1076 21 59 46 26 2585 409 49 20 99 24 36 69 20 29 22 29 20 25 48 24 29 22 leaf_count=92399 163 33 62 37 21 1464 34 23 33 134 20 229 20 35 26 25 25 1214 21 23 119 37 401 21 1996 113 34 20 1076 21 59 46 26 2585 409 49 20 99 24 36 69 20 29 22 29 20 25 48 24 29 22 internal_value=0 0.398008 0.309567 0.54766 -0.00352309 0.108558 1.39295 0.0918181 0.338929 0.496871 0.854869 0.0829321 1.5133 0.427512 1.11036 0.26352 0.0848345 -0.00839473 0.0913071 0.556489 0.338751 0.00741264 0.0549716 0.261264 0.029811 -0.0715859 -0.0111394 0.310103 0.0565892 0.128245 0.0657106 0.363299 -0.0116537 -0.0112537 0.0528389 -0.123115 -0.0297914 0.11555 -0.387098 1.18638 -0.013329 0.178861 -0.532299 -0.0433035 -0.0849633 -0.257259 -0.378761 0.0391909 -0.286134 -0.464526 -0.284584 internal_weight=0 940 907 497 102629 4275 55 4220 404 342 183 4197 93 315 61 254 159 98354 2635 183 160 410 3882 422 3460 373 95719 153 2452 1334 267 105 95566 95462 2994 162 1118 1313 106 73 92468 139 62 1098 133 82 104 82 50 54 51 internal_count=103569 940 907 497 102629 4275 55 4220 404 342 183 4197 93 315 61 254 159 98354 2635 183 160 410 3882 422 3460 373 95719 153 2452 1334 267 105 95566 95462 2994 162 1118 1313 106 73 92468 139 62 1098 133 82 104 82 50 54 51 cat_boundaries=0 1 2 3 4 cat_threshold=2674 2252 129 1382 is_linear=0 shrinkage=0.01 Tree=175 num_leaves=49 num_cat=12 split_feature=25 0 24 12 8 4 10 6 26 6 24 25 16 24 1 3 4 0 25 3 1 25 4 3 25 24 24 0 12 7 0 25 3 10 3 7 0 1 8 24 26 4 4 7 0 4 0 8 split_gain=1.24531e+06 786781 1.0434e+06 607559 511808 1.79804e+06 654193 520561 470723 627819 677037 756635 359889 462831 622412 1.38773e+06 752262 346149 286039 272423 270906 253259 283321 222326 340471 388074 212237 238433 196263 228685 242648 179219 177070 172755 226961 172667 153267 117347 103128 102147 91074 69304.9 51540.6 45855.6 37494.1 28485.2 13512.8 10220.9 threshold=0 438.09750000000008 1 8.1130000000000013 522.5150000000001 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257413 257241 230466 698737 218717 180336 197488 236776 167343 165135 134025 112188 101988 103668 101243 84223.1 73746.4 73128.6 68195.6 64263.3 51268.9 11734 threshold=0 438.09750000000008 1 11.211 266.22500000000008 670.0675 329.28675000000004 2 23.813250000000004 1086.5100000000002 50.541375000000009 553.80150000000015 1117.4100000000001 4.5710000000000006 19.981587500000003 920.44288200000017 1040.4400000000003 766.49265000000003 747.71500000000015 3 4 5 50.727000000000011 169.67250000000004 68.345648000000011 6 7 59.640000000000008 8 9 10 36.011000000000003 102.22125000000001 1438.4900000000002 11 168.86500000000004 130.1901 594.30750000000012 12 748.92250000000013 1077.3535000000002 decision_type=9 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 9 1 2 2 2 9 1 2 9 1 9 2 2 2 1 2 2 2 9 2 2 left_child=1 9 27 8 10 6 7 13 39 15 12 20 24 18 -15 16 17 19 -6 -1 21 22 -12 -5 28 26 -26 37 29 -2 -23 32 -9 35 -27 -22 -33 -3 -30 -4 -39 right_child=4 2 3 23 5 -7 -8 31 -10 -11 11 -13 -14 14 -16 -17 -18 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488 31 37 20 39 21 20 32 50 2666 2896 399 70 26 102 614 469 33 11871 5554 220 32 60 20 939 73 21 32 70378 21 21 leaf_count=1901 3813 29 25 22 211 25 23 250 25 31 488 31 37 20 39 21 20 32 50 2666 2896 399 70 26 102 614 469 33 11871 5554 220 32 60 20 939 73 21 32 70378 21 21 internal_value=0 0.150183 0.694105 1.28081 -0.0066635 0.294377 0.214222 0.162146 2.02806 0.123257 -0.00891029 0.0808187 -0.0129261 0.427962 1.08634 0.115955 0.110597 0.105073 0.295529 0.0983706 0.0731062 0.197619 0.34444 0.442332 -0.0132878 0.0778056 0.234973 -0.0224297 -0.0153997 0.0243693 0.0618943 -0.0817212 -0.0146654 0.0233368 0.0183875 0.0281916 -0.489354 -0.266374 -0.0199294 2.5811 -0.479695 internal_weight=0 4905 234 119 98705 731 706 683 71 4671 97974 4197 93777 320 59 4640 4619 4599 261 4567 4166 1177 558 48 93740 2124 571 115 91616 9367 619 363 310 2989 1553 2969 53 82 82249 46 53 internal_count=103610 4905 234 119 98705 731 706 683 71 4671 97974 4197 93777 320 59 4640 4619 4599 261 4567 4166 1177 558 48 93740 2124 571 115 91616 9367 619 363 310 2989 1553 2969 53 82 82249 46 53 cat_boundaries=0 5 6 7 8 14 15 20 21 27 28 34 35 41 cat_threshold=32768 536870914 4096 170000648 2148007968 1228 1813 2480 42991620 33570816 276889704 8192 80 4097 1370 17920 0 576 98304 536879108 80 1946157568 49152 524426 335618050 17908738 896 1144 8388612 16384 8388712 0 0 4096 2241 2281701698 201394176 2786346500 1079001248 48500736 1 is_linear=0 shrinkage=0.01 Tree=180 num_leaves=56 num_cat=10 split_feature=2 0 16 10 25 4 2 25 18 3 6 1 12 2 2 24 2 4 0 0 4 24 2 0 0 10 25 24 0 24 2 6 0 1 0 25 2 2 0 3 13 14 1 0 22 24 1 13 25 13 14 3 4 12 2 split_gain=1.31206e+06 2.03771e+06 2.28374e+06 1.16882e+06 829987 647327 1.07316e+06 628286 519793 634279 523738 481115 741157 424787 2.26017e+06 412638 329051 282286 232578 390702 303522 299540 208226 207241 181266 319999 276608 374805 448882 146972 139090 124665 114822 128037 112420 106874 105253 133691 104311 98628.9 93823.1 93436.1 91904.5 85591.3 79868.3 63334 61715.6 202750 82238.8 51315.2 59443.8 40488.2 40623.3 27046.6 15981.4 threshold=110.00500000000001 594.30750000000012 72.985000000000014 897.08550000000014 0 4.5710000000000006 381.19000000000005 1 137.57250000000002 888.10000000000014 102.82750000000001 252.45450000000002 199.56750000000002 54.445500000000003 62.172000000000004 2 362.00600000000003 42.063020000000009 367.42525000000006 468.26850000000007 1086.5100000000002 3 306.92205000000007 8.0935000000000006 11.555000000000001 450.66846000000004 4 5 28.693750000000005 6 873.74500000000012 522.5150000000001 658.11750000000018 35.564 658.11750000000018 7 71.925535000000011 88.607250000000008 11.157000000000002 218.42700000000005 189.18140000000002 307.11400000000009 470.21364 252.12500000000003 87.328000000000017 8 106.86250000000001 54.026500000000006 9 1.1553500000000001 540.75000000000011 764.58775000000003 74.439000000000021 51.025000000000013 1432.0500000000002 decision_type=2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 9 1 2 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 left_child=7 3 5 4 8 6 -3 11 9 10 -2 13 15 18 -15 17 -7 23 20 -20 21 -1 53 -13 35 26 27 28 -26 -29 31 40 39 -34 -21 41 -16 -38 42 -28 -6 44 -17 -40 45 -9 51 48 -48 50 -43 52 -37 -10 -32 right_child=1 2 -4 -5 30 16 -8 24 22 -11 -12 12 -14 14 36 38 -18 -19 19 34 -22 -23 -24 -25 25 -27 32 29 -30 -31 54 -33 33 -35 -36 46 37 -39 43 -41 -42 49 -44 -45 -46 -47 47 -49 -50 -51 -52 -53 -54 -55 -56 leaf_value=0.1375618484886813 0.20932899191549453 0.24325849229639229 4.6132750327587129 2.5107075895581925 -0.042815474099732222 0.97304613930838446 3.4438509674072266 -0.033770450505119856 -0.28466826839447024 1.9516253026326498 0.6802199865492764 0.75530489253997801 2.3204936281840007 3.7346044597625734 -0.531894738872846 -0.2053345733218723 -0.72492717170715337 -0.03087874412536621 1.4331553590297699 0.52802778730025657 1.1737475903828938 -0.022574406472292356 -1.1205822210013867 1.7848801231384277 -0.17208392381668092 1.1593375885009767 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414.21050000000008 9.2110000000000021 873.74500000000012 decision_type=2 2 2 9 2 9 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 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 left_child=5 3 7 4 11 8 -6 10 15 17 -3 12 14 -14 -2 18 -17 23 27 35 32 -22 24 46 25 26 -5 33 -29 38 31 41 -13 -1 44 -20 37 -33 45 -18 -41 43 -43 -31 53 47 -10 55 -25 56 52 -52 -51 -24 -38 -7 57 -40 -58 60 -36 right_child=1 2 -4 22 6 29 -8 -9 9 -11 -12 20 13 -15 -16 16 39 -19 19 -21 21 -23 34 48 -26 -27 -28 28 -30 30 -32 36 -34 -35 59 -37 54 -39 49 40 -42 42 -44 -45 -46 -47 -48 -49 -50 50 51 -53 -54 -55 -56 -57 58 -59 -60 -61 -62 leaf_value=0.03612763893772699 0.20500938513770176 0.59821293269886688 4.7880975567862736 0.068683137358172816 0.6921850332021714 0.0090074861009734521 3.1173684897422791 -0.27127967298030853 0.26342865297871254 2.6437981700897217 2.5060255584716797 -0.017901151497152788 0.76260089677477638 3.0182561591693333 1.2254921442036535 3.6972580013275151 -0.52657579362392426 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0 131072 2147483680 3429900 16400 616 33554434 536879172 1024 168 0 0 0 131072 2148007984 1884291840 272809984 65944 67150378 152060930 384 67125248 512 2097152 0 4 5120 1336 1073741824 0 0 32 1073741824 25755808 35652133 10592258 16777216 16777728 0 0 0 0 524288 is_linear=0 shrinkage=0.01 Tree=186 num_leaves=35 num_cat=12 split_feature=25 16 22 1 9 3 13 10 24 5 25 24 1 7 0 0 5 25 24 3 3 25 7 24 25 25 25 4 25 3 9 13 3 26 split_gain=1.11497e+06 1.14198e+06 1.09305e+06 1.006e+06 1.46753e+06 3.00934e+06 732519 440180 488198 402218 374038 345458 288890 245728 252577 195635 227418 223095 194618 139386 191852 125424 120196 115573 422727 138061 113481 95299.8 168999 87386.5 80770.1 65765.7 29550.5 8619.46 threshold=0 1079.5035000000003 272.88500000000005 205.81150000000002 329.28675000000004 43.313750000000006 371.41875000000005 362.01900000000001 1 1424.6500000000003 2 3 1449.0631000000001 391.72750000000002 316.39255000000009 11.555000000000001 232.46600000000004 4 5 241.37250000000003 18.376000000000005 6 477.22500000000008 7 8 9 10 81.253 11 8.0827500000000025 159.15250000000003 159.34210000000004 44.651250000000005 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 1 2 9 1 2 2 2 2 2 9 1 2 2 9 2 1 9 9 9 2 9 2 2 2 2 2 left_child=1 2 3 9 7 -6 -7 8 -5 10 33 -12 13 15 22 21 17 18 -17 20 -18 23 29 24 -2 -25 -19 31 -29 -15 32 -23 -24 -1 right_child=12 -3 -4 4 5 6 -8 -9 -10 -11 11 -13 -14 14 -16 16 19 26 -20 -21 -22 27 30 25 -26 -27 -28 28 -30 -31 -32 -33 -34 -35 leaf_value=0.73083329766483629 0.58457044558525084 2.2456580535888673 2.4401011031866076 -0.37469790775125672 4.7079188468058906 -0.47698303670594189 1.9121468244280135 1.5246077816826957 0.37432414446521728 1.4487847791399275 0.12056925830016074 -0.015812768749509317 1.1632720166160946 0.79179640884200742 1.3521183284123739 0.13573347360263874 0.62159751976791178 -0.23347882087048505 0.019947288185178162 1.1256796665684037 -0.12798557402626159 -0.021764906962039993 0.040367397875399204 -0.29756537141102668 0.041109999067280904 0.00067344188017104975 -0.027317722169564976 0.42781990995928021 0.028787438685867601 0.0307009709965099 0.61924462838606409 0.13344764642471815 -0.32317005412919181 0.56130591908439265 leaf_weight=59 140 25 20 100 24 33 21 28 456 21 3765 3658 21 48 21 2131 76 291 4546 23 62 74012 111 149 3257 6532 2449 109 1028 22 22 274 28 61 leaf_count=59 140 25 20 100 24 33 21 28 456 21 3765 3658 21 48 21 2131 76 291 4546 23 62 74012 111 149 3257 6532 2449 109 1028 22 22 274 28 61 internal_value=0 0.111482 0.105147 0.0994703 0.473281 1.7616 0.452123 0.301211 0.239601 0.0667545 0.0629069 0.0534303 -0.00948629 -0.00974563 0.302109 -0.0105722 0.0322855 0.0259142 0.0570488 0.40495 0.284828 -0.0153732 0.206654 0.0177522 0.0651576 -0.00641268 -0.0499823 -0.0197991 0.0710571 0.552595 0.0562447 -0.0211924 -0.0328632 0.595068 internal_weight=0 8271 8246 8226 662 78 54 584 556 7564 7543 7423 95352 95331 252 95079 9578 9417 6677 161 138 85501 231 10078 3397 6681 2740 75423 1137 70 161 74286 139 120 internal_count=103623 8271 8246 8226 662 78 54 584 556 7564 7543 7423 95352 95331 252 95079 9578 9417 6677 161 138 85501 231 10078 3397 6681 2740 75423 1137 70 161 74286 139 120 cat_boundaries=0 6 7 12 13 19 20 26 27 31 32 36 41 cat_threshold=1081344 536887296 4608 141721632 2148007984 1 2561 0 0 0 0 2147483680 571 132990468 2183135754 276922474 8192 1056772 1024 1286 1879064832 272793760 65936 100672010 17843200 384 1289 1073741824 0 0 2 1073741824 1342177280 4194432 524672 33554434 67108864 0 0 0 536879104 is_linear=0 shrinkage=0.01 Tree=187 num_leaves=60 num_cat=16 split_feature=2 16 25 3 24 24 2 2 5 25 12 5 13 14 26 25 5 7 4 4 25 6 3 26 6 10 3 25 12 25 24 25 24 3 2 2 25 5 3 13 26 24 8 13 14 10 10 3 2 24 12 3 8 25 13 25 5 2 26 split_gain=1.18206e+06 4.45804e+06 821760 733471 688230 455188 834956 4.18472e+06 1.01384e+06 606934 467613 378848 378763 368398 356541 347084 618848 672198 291002 244067 314950 216683 498284 327454 214880 181034 179008 179191 178489 165086 169480 179453 261186 160450 153868 341865 124700 118609 115323 106994 116234 102536 102219 99755.1 86535.1 102007 138632 84012.4 75036.8 151033 146372 61301.5 60704.8 59726.3 59339.5 58882.9 41426.5 22963.6 3823.79 threshold=362.00600000000003 348.30332000000004 0 471.50829000000004 1 2 51.871000000000009 62.172000000000004 388.83500000000009 3 482.25000000000006 670.0675 11.202900000000001 514.44500000000005 2022.5000000000002 4 298.26650000000006 40.201125000000005 615.12750000000017 81.253 5 109.80600000000001 104.02000000000001 2022.5000000000002 264.01000000000005 332.17500000000007 233.25100000000003 6 87.541200000000018 7 8 9 10 670.0675 537.86000000000013 1054.5000000000002 11 165.05000000000004 241.37250000000003 113.49700000000001 2022.5000000000002 12 228.51250000000002 280.30300000000005 228.56250000000003 42.57050000000001 63.970000000000006 764.58775000000003 100.79320000000003 13 33.260025000000006 137.77500000000003 22.156000000000006 14 143.73350000000002 15 99.021000000000015 436.65050000000002 2022.5000000000002 decision_type=2 2 9 2 1 1 2 2 2 9 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 9 2 9 1 9 1 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 9 2 9 2 2 2 left_child=2 3 5 4 34 13 8 -8 9 14 -11 -10 24 18 -7 16 17 -6 37 29 25 23 -23 -9 47 26 27 -21 -27 30 36 32 -32 -28 57 58 52 41 -33 40 -17 -1 -39 -38 45 51 -47 -5 53 50 -50 -22 -4 54 -31 -51 -55 -2 -36 right_child=1 -3 19 12 15 6 7 21 11 10 -12 -13 -14 -15 -16 39 -18 -19 -20 20 44 22 -24 -25 -26 28 33 -29 -30 48 31 38 -34 -35 35 -37 43 42 -40 -41 -42 -43 -44 -45 -46 46 -48 -49 49 55 -52 -53 -54 56 -56 -57 -58 -59 -60 leaf_value=0.066471267324052258 0.95367777356734651 4.3880278099907768 -0.1753207985605727 0.6494339976310729 0.28576669249683617 1.2608785888671876 4.7472479057312009 0.63330370853687157 2.4694000040054322 0.06108957011976332 1.4959841701258785 0.62288226318359374 0.054832277894020079 1.2140372566223145 0.2721632970890529 -0.089258801926459588 -0.77412481784820564 2.074883908714567 0.8323536361157895 0.48776587133976956 -0.012900550381649398 2.1572561788558962 0.090615551471710201 -0.22473032692631523 2.3569002133324033 1.5373377162218094 0.76744946680789772 0.092079026928089128 0.20133992671966552 -0.0083665731688015114 0.6696175746606744 0.036555434140404582 0.083089377880096432 -0.18957001686096192 0.039499468207359313 1.4187848642349243 -0.0059172918976970034 -0.42980294344754055 0.3478917479909156 0.46478328523181733 -0.46833047273831491 -0.10797452815986695 0.31366856401616877 0.51546556988277947 -0.63872020894830872 0.84111629332265547 0.079210488948111349 1.5660165367126464 0.24901575886217278 0.1049780488437046 1.1665760032981636 -0.25965339290129175 0.13473187407425471 -0.0253171879901023 0.14099961511679548 -0.048696528759391351 0.075037515849593173 1.3484706419706345 -0.14772062921524048 leaf_weight=827 26 27 645 20 84 75 24 87 25 1811 23 20 24 25 71 168 36 28 40 124 1083 20 28 91 21 20 86 917 20 35185 105 7110 254 22 24 25 4470 116 121 21 156 554 22 37 22 31 104 20 133 427 20 111 70 46658 268 572 415 34 20 leaf_count=827 26 27 645 20 84 75 24 87 25 1811 23 20 24 25 71 168 36 28 40 124 1083 20 28 91 21 20 86 917 20 35185 105 7110 254 22 24 25 4470 116 121 21 156 554 22 37 22 31 104 20 133 427 20 111 70 46658 268 572 415 34 20 internal_value=0 0.400057 -0.00267467 0.247758 0.12869 0.140298 0.230804 0.777053 0.164505 0.130773 0.0786556 1.64873 1.11906 0.00967846 0.730061 -0.0478368 0.343245 0.733046 -0.00957246 -0.00825937 0.0884998 0.355439 0.951716 0.194646 1.53777 0.206273 0.184985 0.144782 0.869339 -0.0108073 0.0226109 0.052756 0.268134 0.572501 0.74897 0.484974 -0.0212211 -0.031743 0.0417075 -0.220548 -0.271775 -0.00380969 -0.311279 -0.0016334 -0.0165556 -0.00638098 0.254167 1.10773 -0.0159248 0.0642228 0.346323 -0.0358399 -0.142966 -0.0170455 -0.00723543 0.0173776 -0.0244273 1.17739 -0.0456006 internal_weight=0 734 102889 707 622 3859 2275 250 2025 1980 1834 45 85 1584 146 493 148 112 1559 99030 2540 226 48 178 61 1189 1149 1041 40 96490 12812 7590 359 108 129 69 5222 1519 7231 345 324 1381 138 4507 1351 1329 135 40 83678 1152 153 1194 715 82526 35453 999 47073 60 44 internal_count=103623 734 102889 707 622 3859 2275 250 2025 1980 1834 45 85 1584 146 493 148 112 1559 99030 2540 226 48 178 61 1189 1149 1041 40 96490 12812 7590 359 108 129 69 5222 1519 7231 345 324 1381 138 4507 1351 1329 135 40 83678 1152 153 1194 715 82526 35453 999 47073 60 44 cat_boundaries=0 6 7 8 13 18 24 30 36 37 41 42 46 47 48 54 60 cat_threshold=32768 536870912 4096 141688832 2148007984 1 1041 2945 0 0 0 131072 2147483680 1081344 0 0 0 8192 69222400 16900 10486304 0 536879172 5120 67125248 0 8388608 0 0 4096 1884291844 4374530 394 100704298 151012352 384 2756 1073741824 32768 0 34 264 1074790400 32768 2 34 2561 514 44827648 2449736232 545357940 8651264 537921670 5120 42008576 16 10485792 0 8260 1024 is_linear=0 shrinkage=0.01 Tree=188 num_leaves=48 num_cat=8 split_feature=2 16 25 25 7 7 15 12 2 2 14 5 5 25 1 12 7 25 6 4 8 14 12 10 0 0 7 2 4 25 4 25 25 0 8 2 6 10 11 2 18 0 25 0 6 5 6 split_gain=1.15853e+06 4.36933e+06 805379 652659 917368 999834 592717 657440 335758 2.55957e+06 437834 302622 460196 357351 288610 276358 247018 246066 289536 237404 585264 215127 291524 178050 137997 214053 136808 133475 120141 117525 125565 167918 102758 178271 124170 121625 90256.1 88464.9 87489.3 84683.6 78686.4 77622 64807.2 37164.9 27839.9 16085.1 6898.63 threshold=362.00600000000003 348.30332000000004 0 1 477.22500000000008 326.45950000000005 12.731875 128.54450000000003 54.445500000000003 62.172000000000004 766.49265000000003 388.83500000000009 670.0675 2 30.440000000000001 653.84225000000004 543.52500000000009 3 673.95850000000007 370.75000000000006 155.87450000000004 5.6142500000000011 221.00625000000005 307.63250000000005 883.10000000000014 1438.4900000000002 70.302000000000007 95.525500000000008 288.16557150000006 4 111.55832500000001 5 6 191.44500000000002 20.949000000000002 1054.5000000000002 450.66846000000004 61.3551 28.148500000000002 654.54975000000002 461.82500000000005 28.693750000000005 7 1077.3535000000002 9.9256500000000027 883.10000000000014 769.5200000000001 decision_type=2 2 9 9 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 9 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=2 3 8 4 5 6 7 -2 10 -10 11 13 44 -1 24 -15 21 18 19 27 -21 22 -11 32 29 43 -23 -16 37 36 41 -32 34 35 39 -34 40 42 -39 -5 -4 -31 -19 -26 -13 -14 -38 right_child=1 -3 14 23 -6 -7 -8 -9 9 16 -12 12 45 15 17 -17 -18 28 -20 20 -22 26 -24 -25 25 -27 -28 -29 -30 30 31 -33 33 -35 -36 -37 46 38 -40 -41 -42 -43 -44 -45 -46 -47 -48 leaf_value=0.59676019239795308 0.62469562430245185 4.344147451895255 0.018006988072134186 -0.20527155978863057 -0.97716422807425263 2.9653968563079833 -0.81918491811752325 2.4883160332271035 3.6455662370764692 0.19907899031767975 1.5806024055480958 1.7192625254392624 0.27496154871853917 0.050946841535112308 0.072425471561107707 1.1281055782238643 1.1467122650146484 0.021171610157129907 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0.817924 0.637465 0.808433 0.138894 0.395988 0.105364 0.0966583 0.644261 0.0803516 -0.00817537 0.0589111 0.220952 0.0594482 0.115867 0.108308 0.702075 0.158463 0.278031 -0.0148527 -0.0124858 0.419179 -0.291339 0.0962763 -0.0139669 -0.0128292 -0.017082 0.0932798 -0.0627933 -0.169709 0.16656 -0.0994618 0.016864 -0.00569709 0.265327 -0.00721901 0.0191182 -0.0184823 -0.0185075 0.803343 1.45225 0.0630783 -0.328906 internal_weight=0 734 102889 707 290 258 238 213 3859 450 3409 3389 98 3291 99030 3172 427 5933 3347 3323 66 400 316 417 93097 74 84 3257 2586 93023 81369 1018 396 270 126 248 11654 2548 115 93 11579 80351 2433 49 41 57 75 internal_count=103623 734 102889 707 290 258 238 213 3859 450 3409 3389 98 3291 99030 3172 427 5933 3347 3323 66 400 316 417 93097 74 84 3257 2586 93023 81369 1018 396 270 126 248 11654 2548 115 93 11579 80351 2433 49 41 57 75 cat_boundaries=0 6 11 16 22 28 34 40 45 cat_threshold=32768 536870912 4096 141688832 2148007984 1 1081344 0 512 32768 8192 0 0 0 0 2147483680 2377228 16400 616 33554434 536879172 1024 1884291840 272809984 65944 67150378 152060930 384 67125248 512 2097152 0 4 5120 0 512 32 33554432 0 1024 131666080 35652101 10592256 16818176 512 is_linear=0 shrinkage=0.01 Tree=189 num_leaves=33 num_cat=0 split_feature=2 16 3 1 9 12 7 10 3 16 0 5 5 0 10 26 2 2 26 6 7 4 11 10 18 0 1 3 6 4 0 26 split_gain=1.13547e+06 4.28238e+06 714473 500507 599263 757247 382751 840698 435107 344082 340200 336181 335086 324574 221110 284356 217843 550109 2.42082e+06 238645 215231 207424 205315 184402 168535 159024 148690 138866 115945 98348.3 44401 198631 threshold=362.00600000000003 348.30332000000004 471.50829000000004 180.57000000000002 329.28675000000004 221.00625000000005 109.06105000000001 147.42100000000002 7.7340000000000009 1079.5035000000003 538.27200000000016 670.0675 418.34600000000006 538.27200000000016 28.693750000000005 2022.5000000000002 54.445500000000003 55.173000000000009 2022.5000000000002 673.95850000000007 440.98528000000005 194.61300000000003 31.155100000000008 116.11250000000003 404.95850000000007 1077.3535000000002 1449.0631000000001 764.58775000000003 1424.6500000000003 72.993000000000009 1438.4900000000002 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 2 2 2 2 2 2 left_child=3 2 6 9 11 23 10 8 -8 16 14 12 20 27 15 -2 25 18 -18 24 26 -9 -16 -6 -19 28 -5 -4 29 -1 31 -27 right_child=1 -3 13 4 5 -7 7 21 -10 -11 -12 -13 -14 -15 22 -17 17 19 -20 -21 -22 -23 -24 -25 -26 30 -28 -29 -30 -31 -32 -33 leaf_value=-0.010605032586888656 0.22011753527972164 4.300705950701678 0.29732627783760879 0.086727752026452873 -0.04960879222342842 2.4132545493199276 2.3852732485312003 0.27082830905914307 0.68490955422906308 1.1676364364624023 -1.0798561505918149 -0.95816313539232523 1.0748116362722298 2.181535668259575 0.14679030129403781 -0.29769078317173026 3.4621516009171835 0.042992101814886871 -0.71188156677014902 1.0288012992858888 0.88705374383264113 -1.0900549770536878 1.3623762335667076 1.1366800417900087 0.96361049413681032 1.3513680855433146 0.71290247501471105 1.2293983004170079 0.67208042755126951 0.054556382788526071 0.18321383244282491 -0.0083106509121981531 leaf_weight=95222 245 27 33 1372 38 26 27 24 34 25 27 28 38 21 33 187 24 3464 33 25 36 21 24 20 20 21 39 31 25 2374 37 22 leaf_count=95222 245 27 33 1372 38 26 27 24 34 25 27 28 38 21 33 187 24 3464 33 25 36 21 24 20 20 21 39 31 25 2374 37 22 internal_value=0 0.392095 0.242827 -0.00261929 0.173034 0.995156 0.125311 0.672623 1.43753 -0.00538869 0.0128791 0.127391 0.147859 1.10277 0.0732142 -0.00402634 -0.00567828 0.0710927 1.04561 0.0552627 0.123516 -0.364251 0.658616 0.359456 0.0482769 -0.00848035 0.104035 0.748799 -0.00884557 -0.00902 0.437185 0.655718 internal_weight=0 734 707 102889 1597 84 622 106 61 101292 516 1513 1485 85 489 432 101267 3566 57 3509 1447 45 57 58 3484 97701 1411 64 97621 97596 80 43 internal_count=103623 734 707 102889 1597 84 622 106 61 101292 516 1513 1485 85 489 432 101267 3566 57 3509 1447 45 57 58 3484 97701 1411 64 97621 97596 80 43 is_linear=0 shrinkage=0.01 Tree=190 num_leaves=44 num_cat=7 split_feature=0 17 25 10 25 11 10 8 11 3 25 0 0 0 2 25 3 14 6 6 2 3 2 6 25 9 0 2 2 5 13 25 6 8 8 6 25 7 2 5 7 0 0 split_gain=1.20459e+06 2.43044e+06 709996 608272 598861 428156 383422 340411 308156 298641 293321 463364 273564 621189 274878 238730 378502 330557 227226 545712 508460 235961 220276 182534 161629 161570 160323 154187 138491 122940 147901 140228 122587 263410 129128 119230 110215 86270.1 66088.9 54577.6 47160.8 37201.2 10334.1 threshold=261.90500000000003 439.37528000000003 0 522.5150000000001 1 26.311000000000003 1092.2834 1117.4100000000001 291.00700000000006 334.76100000000002 2 748.92250000000013 28.693750000000005 29.182600000000004 236.40400000000002 3 1077.3535000000002 7.1670000000000007 63.219375000000007 422.87500000000006 408.041 364.96250000000003 23.455000000000002 522.5150000000001 4 522.5150000000001 119.88800000000002 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8388704 65536 536879108 0 0 0 32 2147483648 is_linear=0 shrinkage=0.01 Tree=191 num_leaves=41 num_cat=13 split_feature=0 4 25 2 2 10 24 25 14 0 10 8 24 25 3 14 0 0 2 24 25 3 0 0 3 25 24 2 2 6 5 25 8 1 25 6 25 7 25 3 split_gain=1.18062e+06 1.33398e+06 651683 1.04497e+06 706332 746113 665585 586947 418290 451966 375791 333636 272483 413723 597120 348613 268122 608828 269408 248551 223524 196627 182381 691550 426800 158412 223861 151118 135735 133486 120520 145617 151171 134168 119330 116857 108074 46222.3 36721.5 21305.6 threshold=261.90500000000003 904.34825000000012 0 873.74500000000012 590.51250000000016 450.66846000000004 1 2 193.6859 538.27200000000016 1092.2834 1117.4100000000001 3 4 764.58775000000003 2.2555000000000005 28.693750000000005 29.182600000000004 236.40400000000002 5 6 670.0675 384.29599999999999 468.26850000000007 78.025300000000001 7 8 1054.5000000000002 290.26516000000009 303.53610000000003 63.922000000000004 9 345.35355000000004 1083.8250000000003 10 54.379500000000007 11 9.2450000000000028 12 174.76450000000003 decision_type=2 2 9 2 2 2 1 9 2 2 2 2 1 9 2 2 2 2 2 1 9 2 2 2 2 9 1 2 2 2 2 9 2 2 9 2 9 2 9 2 left_child=7 2 3 6 5 19 22 10 9 -8 11 12 21 15 -15 -14 27 -18 25 20 -4 34 24 -24 -2 26 -19 30 -20 -21 33 32 -32 36 -1 -30 -9 -13 -27 -33 right_child=1 -3 4 -5 -6 -7 8 16 -10 -11 -12 37 13 14 -16 -17 17 18 28 29 -22 -23 23 -25 -26 38 -28 -29 35 -31 31 39 -34 -35 -36 -37 -38 -39 -40 -41 leaf_value=0.051287306838262561 -0.13245997473597526 2.5086726856231691 0.61895552098232776 2.6398654713837999 -1.7818529644012453 2.0277854099273682 -0.03263451194188681 -0.32625014833041599 -0.95466283162434895 0.81061597638917204 1.2233911711829049 0.63676932334899905 0.25720299897186044 0.042765425337548624 1.5062876374380929 -0.190831025869896 1.3773130119868688 0.24875132291907978 1.23584108710289 -0.077179944834132097 0.07675041454903922 -0.85936939035143167 2.6423247692840444 0.72865124439371043 1.6534299446188885 -0.070688491170702417 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13 25 1 6 25 25 1 3 3 split_gain=1.15755e+06 2.37144e+06 683847 586517 575265 373929 416796 594032 406877 533368 373552 801800 617383 367320 336784 465411 414926 386181 306691 386270 284574 451980 262821 596708 264042 236642 233209 224057 215735 207538 189116 181487 159774 357892 157950 155301 219473 148111 135007 133034 127763 124301 118123 144467 135415 131498 114531 106124 36759.5 34541.6 33765.3 6081.01 threshold=261.90500000000003 439.37528000000003 0 522.5150000000001 1 2 468.26850000000007 367.42525000000006 543.52500000000009 30.584650000000003 255.87150000000005 178.60500000000002 619.25400000000013 538.27200000000016 3 4 482.25000000000006 388.83500000000009 236.40400000000002 418.34600000000006 5 748.92250000000013 28.693750000000005 29.182600000000004 236.40400000000002 285.3250000000001 514.39811750000013 511.57525000000004 381.19000000000005 209.41500000000005 414.21050000000008 422.08750000000003 89.603000000000009 543.52500000000009 6 7 8 1054.5000000000002 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388 158 10888 5551 1467 1445 368 72 812 112 91066 4719 4684 47 5337 700 665 42 4084 296 5265 508 4757 4592 2187 86347 72 92 58 4037 86309 1776 1752 84533 68 84508 2405 84 47 50 cat_boundaries=0 6 12 13 14 19 23 28 34 35 40 45 51 cat_threshold=2129920 0 0 33554432 0 1 1082112 536887296 4610 175276296 1572896 1 112 95 32768 536870912 0 164104 524288 0 0 520 2 1081344 536870912 512 164096 524288 33883268 50332176 278986856 1024 536871428 4096 1286 345092 544 8388704 65536 536879108 0 0 0 32 2147483648 67125248 268566693 1 67436548 16777537 2048 is_linear=0 shrinkage=0.01 Tree=193 num_leaves=47 num_cat=12 split_feature=0 17 25 10 25 24 8 10 8 24 3 6 25 6 0 0 0 5 25 0 0 0 0 4 3 5 25 24 0 24 5 25 13 4 25 7 6 8 10 7 25 0 3 5 0 26 split_gain=1.13451e+06 2.32424e+06 670238 574845 563889 370234 464741 366615 325171 285120 473479 343044 332982 281092 257861 584820 254012 399485 246793 416773 229853 997628 364246 270149 227583 210682 163674 136830 334898 120929 113213 131381 138119 147266 106329 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0.411722 -0.0118319 0.0823488 -0.0657522 -0.0115192 0.0166624 -0.043118 -0.01645 -0.0191256 0.0735518 0.982961 -0.383443 -0.247854 -0.205213 -0.183824 -0.625969 internal_weight=0 1228 102521 2728 1201 738 55 463 683 2698 1366 210 1156 1136 1332 439 1214 99793 5352 51 177 339 306 118 52 5301 3442 2168 658 230 94441 94400 96 1274 428 1191 94304 14043 1859 80261 1617 66 49 100 54 242 47 46 internal_count=103749 1228 102521 2728 1201 738 55 463 683 2698 1366 210 1156 1136 1332 439 1214 99793 5352 51 177 339 306 118 52 5301 3442 2168 658 230 94441 94400 96 1274 428 1191 94304 14043 1859 80261 1617 66 49 100 54 242 47 46 cat_boundaries=0 5 6 7 12 18 24 25 29 30 36 cat_threshold=1073774592 0 4096 264 2148007952 1163 1295 1073741824 0 0 0 2147483648 0 131584 32 2097152 8192 1024 110384680 536887312 8454760 52438018 536879172 1024 2188 32768 0 32 33587200 52 605028608 2151842338 524298 74690562 135282720 4737 is_linear=0 shrinkage=0.01 Tree=199 num_leaves=46 num_cat=6 split_feature=0 11 25 14 10 3 25 13 2 0 10 2 2 2 6 1 2 25 0 0 6 4 25 7 3 17 4 1 1 7 15 25 5 5 3 5 5 10 2 21 25 1 16 5 1 split_gain=960313 1.53513e+06 523090 1.06495e+06 478217 439202 410735 637260 1.36783e+06 740143 664086 554315 407298 1.1051e+06 448781 245306 223801 207255 204693 187991 151245 123245 245759 220086 174433 100062 91009.9 78906.4 170892 150171 74054.3 73898.9 92124.9 107085 88278.3 373028 49682.1 42795 38114.6 36719.2 34712.5 30900.5 21813.1 14580.6 12703.8 threshold=261.90500000000003 796.68750000000011 0 766.49265000000003 1092.2834 1077.3535000000002 1 332.25000000000006 537.86000000000013 594.30750000000012 362.01900000000001 348.16250000000008 1054.5000000000002 1432.0500000000002 1424.6500000000003 35.022500000000008 381.19000000000005 2 272.97600000000006 242.38250000000002 550.73124000000007 74.439000000000021 3 440.98528000000005 78.025300000000001 310.80750000000006 228.79300000000003 285.3250000000001 21.000235000000004 86.157675000000012 15.898500000000002 4 418.34600000000006 764.58775000000003 414.21050000000008 10.854147000000003 271.24120000000005 84.823445000000007 31.982700000000001 229.61000000000004 5 17.177500000000006 71.18940000000002 240.04000000000002 114.30865000000001 decision_type=2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=2 6 3 4 5 12 7 8 10 -10 18 -9 14 -14 -1 21 27 19 -2 20 25 31 23 24 -23 -17 41 28 30 -30 -8 32 39 -34 36 -36 -33 40 -29 -4 42 -24 -19 -28 -42 right_child=1 -3 15 -5 -6 -7 16 11 9 -11 -12 -13 13 -15 -16 17 -18 37 -20 -21 -22 22 26 -25 -26 -27 43 38 29 -31 -32 34 33 -35 35 -37 -38 -39 -40 -41 44 -43 -44 -45 -46 leaf_value=0.047190453827962629 1.2507164966464044 2.636496863188567 0.0012691406728255071 1.9231179110714864 1.3264674701690675 1.0816186873118083 0.075315726815426642 0.32890568403097298 1.114279782266328 3.5158101772126695 2.0115069679591966 -1.827850488099185 2.6290868238969285 -0.39020393194975678 1.5109383315131777 0.087856786590433986 -0.78646185994148254 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0.548858 2.04821 0.358799 -0.659608 0.0564046 0.965396 0.0509528 -0.00964109 0.056936 0.0594863 0.264476 0.105231 0.0994299 -0.0134092 0.0678565 0.193959 0.170002 0.0928126 -0.0381149 0.0971713 0.131051 0.462522 0.0433719 -0.0151069 0.00303249 0.404416 -0.0197619 0.277138 -0.0201918 -0.0332708 -0.265037 0.00175031 -0.0412595 0.0167295 0.00823564 -0.203293 -0.0855515 internal_weight=0 1228 102521 8322 8291 8261 1201 528 480 54 426 48 8219 49 8170 94199 673 4868 403 3255 3234 89331 1828 828 807 3204 1000 643 588 123 465 87503 17877 57 69626 100 69526 1613 55 17820 1577 749 753 251 824 internal_count=103749 1228 102521 8322 8291 8261 1201 528 480 54 426 48 8219 49 8170 94199 673 4868 403 3255 3234 89331 1828 828 807 3204 1000 643 588 123 465 87503 17877 57 69626 100 69526 1613 55 17820 1577 749 753 251 824 cat_boundaries=0 6 11 17 23 29 34 cat_threshold=1073774848 163968 4608 5415178 2148024336 129 9486336 0 512 33554432 64 110380552 536887824 8454248 35651584 536879172 1024 68240512 16900 8388608 33554432 537927684 5120 603980288 2420113954 524762 471928832 184558688 4864 19468324 2097157 2138112 16778240 512 is_linear=0 shrinkage=0.01 Tree=200 num_leaves=36 num_cat=3 split_feature=4 16 14 25 14 8 16 2 14 2 2 11 1 1 6 2 26 5 11 7 25 1 2 25 2 4 1 5 13 8 2 4 13 1 2 split_gain=976198 3.10393e+06 4.24609e+06 642966 1.71506e+06 439591 424721 381786 360190 360090 2.20779e+06 323692 542807 295850 448703 247364 223550 223298 218225 212681 195960 258558 185726 159243 145898 126709 106813 106386 114768 86697.7 89613.6 75886.2 37558.3 11053.8 3616.06 threshold=370.75000000000006 109.44450000000002 23.455000000000002 0 766.49265000000003 12.339000000000004 1079.5035000000003 654.54975000000002 27.690500000000004 54.445500000000003 62.172000000000004 15.185 262.14225000000005 31.508823500000002 769.5200000000001 43.305000000000007 2022.5000000000002 156.17100000000002 236.36250000000004 391.72750000000002 1 602.65050000000008 105.02000000000002 2 1054.5000000000002 1086.5100000000002 670.0675 476.36400000000003 470.50715000000008 1117.4100000000001 747.71500000000015 483.06600000000009 80.450000000000017 262.14225000000005 1054.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=3 5 -3 4 7 18 13 8 9 15 -11 12 16 24 20 -1 -7 -4 19 23 21 -15 -13 31 29 -25 -22 28 -10 30 -5 -2 -24 34 -9 right_child=1 2 17 6 -6 11 -8 33 27 10 -12 22 -14 14 -16 -17 -18 -19 -20 -21 26 -23 32 25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 leaf_value=0.10521139969942393 0.046923589110374454 5.4855543302606655 -0.36210013890266418 -0.012926402949262866 2.3825236686070763 -0.24596253888360387 1.4485506138801574 -0.78062208570283032 -0.24226561207771302 3.6386287569999696 0.2457388201872848 0.65755943267576156 1.9521531780276979 0.12218544376003949 1.5204048756190711 -0.64056247138977063 0.97550961886682819 1.0978598620674827 0.85658108621978979 -0.98188675003051762 0.024589974998828989 0.76550609089778021 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72 357 92493 249 3957 291 271 92456 92423 108 41 72 51 internal_count=103553 644 69 102909 4745 575 98164 4712 4640 4349 487 167 95 98144 5651 3862 60 42 408 382 5630 1673 72 357 92493 249 3957 291 271 92456 92423 108 41 72 51 cat_boundaries=0 6 11 15 cat_threshold=1073774592 16386 4096 140673322 48 1 1049096 536870928 66152 0 536870976 1081344 536870912 512 2 is_linear=0 shrinkage=0.01 Tree=201 num_leaves=33 num_cat=4 split_feature=4 16 14 10 25 14 7 0 2 16 24 2 1 6 24 0 0 10 7 3 8 1 8 1 1 0 2 3 0 25 6 8 split_gain=956771 3.04216e+06 4.16159e+06 735108 630171 1.68093e+06 623946 436210 425284 416269 346969 1.01816e+06 289962 439773 274102 431418 269987 234709 227080 431164 299424 406464 186055 163326 151909 148270 142995 138046 121521 156525 98913.4 69401.4 threshold=370.75000000000006 109.44450000000002 23.455000000000002 332.17500000000007 0 766.49265000000003 40.791000000000004 1438.4900000000002 537.86000000000013 1079.5035000000003 1 54.445500000000003 31.508823500000002 769.5200000000001 2 252.12500000000003 594.30750000000012 159.15250000000003 369.57140000000004 439.23750000000007 12.339000000000004 414.53600000000012 212.67444500000002 383.96180000000004 156.13200000000003 354.51980000000003 1054.5000000000002 60.784245000000006 12.359700000000002 3 86.296250000000015 796.15000000000009 decision_type=2 2 2 2 9 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=4 3 -3 18 5 7 -5 8 10 12 11 -1 26 14 15 -14 -16 -4 20 -20 23 27 -12 24 -2 30 28 -22 31 -30 -10 -6 right_child=1 2 17 6 9 -7 -8 -9 25 -11 22 -13 13 -15 16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31 -32 -33 leaf_value=0.15514993662896909 -0.023180084301060749 5.4306987048961508 1.1113749651475386 2.6650532398223881 -0.016067248712345824 2.3586983799934389 0.41348485425114634 1.4987000794844196 -0.51286456465721131 1.4340651407241822 0.045843426004531507 1.217156730380196 0.1360391303661021 1.505200836544945 0.020508268514953524 0.97519056238234048 -0.8742927130530862 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327 108 92493 87 92456 8018 87 84438 internal_count=103553 644 69 575 102909 4745 52 4712 4690 98164 4582 788 98144 5651 5630 1498 4132 42 523 53 470 107 3794 363 327 108 92493 87 92456 8018 87 84438 cat_boundaries=0 6 7 8 14 cat_threshold=1073774592 16386 4096 140673322 48 1 72 23 80740356 2151678472 8454250 33555456 4 4096 is_linear=0 shrinkage=0.01 Tree=202 num_leaves=38 num_cat=7 split_feature=4 16 14 10 25 14 7 16 2 14 24 2 1 24 9 4 25 2 10 7 3 9 1 25 1 5 25 18 2 3 10 2 24 2 5 3 26 split_gain=937731 2.98162e+06 4.07878e+06 720479 617630 1.64748e+06 611529 407985 367273 353974 417453 1.11805e+06 284191 267361 543263 773678 452687 249823 230038 222562 422584 302797 569193 248405 158545 147173 140380 148723 140149 115591 96297.3 87993.5 81089.7 58080.5 39620.4 32664 1887.41 threshold=370.75000000000006 109.44450000000002 23.455000000000002 332.17500000000007 0 766.49265000000003 40.791000000000004 1079.5035000000003 654.54975000000002 27.690500000000004 1 54.445500000000003 31.508823500000002 2 151.12275000000002 4.3090000000000002 3 290.26516000000009 159.15250000000003 369.57140000000004 439.23750000000007 167.73300000000003 159.97720000000004 4 670.0675 196.58225000000002 5 272.53700000000003 1054.5000000000002 211.376 897.08550000000014 747.71500000000015 6 408.041 249.71600000000004 74.924500000000009 2022.5000000000002 decision_type=2 2 2 2 9 2 2 2 2 2 1 2 2 1 2 2 9 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 1 2 2 2 2 left_child=4 3 -3 19 5 8 -5 12 9 10 11 -1 28 14 16 -16 -14 -12 -4 21 -21 23 -23 25 -25 -2 27 -15 30 32 31 -6 -11 -28 -31 36 -10 right_child=1 2 18 6 7 -7 -8 -9 35 29 17 -13 13 26 15 -17 -18 -19 -20 20 -22 22 -24 24 -26 -27 33 -29 -30 34 -32 -33 -34 -35 -36 -37 -38 leaf_value=0.1925459350436067 0.26782159859993881 5.3763916856271248 1.1002611832185225 2.6384027271270756 -0.013065681593467403 2.3351113789731808 0.40934998080134394 1.4197245001792909 -0.52518379211425781 0.03110281385224441 0.066748972105404411 1.3292948207020761 0.4076597554127136 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0.863194 0.0171255 -0.124701 0.413976 0.0184768 0.0570564 -0.0128864 -0.233715 -0.0126402 -0.0128551 -0.139664 -0.068811 -0.656059 -0.615793 -0.460451 internal_weight=0 644 69 575 102909 4745 52 98164 4712 4640 4349 742 98144 5651 1503 81 1422 3607 42 523 53 470 47 423 317 106 4148 2879 92493 291 92456 92415 238 1269 53 72 47 internal_count=103553 644 69 575 102909 4745 52 98164 4712 4640 4349 742 98144 5651 1503 81 1422 3607 42 523 53 470 47 423 317 106 4148 2879 92493 291 92456 92415 238 1269 53 72 47 cat_boundaries=0 6 7 8 13 19 25 26 cat_threshold=1073774592 16386 4096 140673322 48 1 72 23 1065984 528 268436000 0 536870976 0 512 32 33554432 8256 1024 104076940 548 8454752 33555456 536879620 1024 1456 is_linear=0 shrinkage=0.01 Tree=203 num_leaves=28 num_cat=7 split_feature=16 25 11 14 5 14 3 2 24 2 1 17 24 1 2 25 8 25 1 2 7 5 2 25 10 24 7 split_gain=918889 813423 1.49659e+06 1.38614e+06 851116 418631 493631 784272 401527 290195 259149 279228 311290 380996 256272 198755 186968 180011 163895 157958 139243 136876 127882 89991.2 142845 112230 27998.7 threshold=1079.5035000000003 0 1085.9700000000003 766.49265000000003 27.185999999999996 27.690500000000004 270.18175000000008 236.40400000000002 1 537.86000000000013 61.090000000000011 310.80750000000006 2 765.46000000000015 408.041 3 372.84853050000009 4 470.21364 1054.5000000000002 391.72750000000002 5.9694960000000004 18.363000000000003 5 350.63250000000005 6 1092.2834 decision_type=2 9 2 2 2 2 2 2 1 2 2 2 1 2 2 9 2 9 2 2 2 2 2 9 2 1 2 left_child=1 2 3 5 -5 6 8 -8 -1 16 19 12 13 15 17 -12 -7 -14 -16 20 23 26 -23 25 -25 -3 -22 right_child=-2 10 -4 4 -6 9 7 -9 -10 -11 11 -13 14 -15 18 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 leaf_value=0.26843212793512683 1.5967560338973998 0.039171026418391569 2.4544612008553965 0.41341942596435544 3.263732852583582 -0.21308805022351443 0.15748066704890451 1.2842110854519737 0.048942217086061106 -1.252340520477295 0.41401349793981623 1.0223032265324747 0.11968341891158693 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469 96740 3366 3335 864 2471 829 444 2393 78 93374 93335 233 57 93102 72437 20665 176 cat_boundaries=0 6 7 8 13 18 24 25 cat_threshold=1073774592 16386 4608 140673064 48 1 72 23 1065984 528 32 0 8256 103039628 32 2162784 33554432 536879108 880804612 2956984872 269025386 1052928 135267526 256 1106 is_linear=0 shrinkage=0.01 Tree=204 num_leaves=34 num_cat=6 split_feature=4 16 2 10 25 14 9 0 2 16 24 2 0 8 11 2 8 1 25 24 10 8 0 24 5 13 8 25 1 1 14 4 8 split_gain=910303 2.91492e+06 4.01991e+06 701655 594306 1.59212e+06 509727 427135 413457 390847 328601 979468 280915 270968 262882 208988 203544 309020 191651 333561 185454 181761 144321 142750 162533 108829 96403.3 90395.5 256994 80914.5 74859.9 49394.4 4146.9 threshold=370.75000000000006 109.44450000000002 362.00600000000003 332.17500000000007 0 766.49265000000003 329.28675000000004 1438.4900000000002 537.86000000000013 1079.5035000000003 1 54.445500000000003 11.555000000000001 619.25400000000013 157.50375000000003 654.54975000000002 12.339000000000004 470.21364 2 3 553.80150000000015 212.67444500000002 354.51980000000003 4 196.58225000000002 10.599750000000002 796.15000000000009 5 765.46000000000015 147.65000000000003 99.709000000000017 904.34825000000012 1117.4100000000001 decision_type=2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 9 1 2 2 2 1 2 2 2 9 2 2 2 2 2 left_child=4 3 14 15 5 7 -5 8 10 12 11 -1 26 18 -3 16 23 25 19 -14 -20 -12 29 24 -2 -18 27 28 -6 -10 -29 -25 -28 right_child=1 2 -4 6 9 -7 -8 -9 22 -11 21 -13 13 -15 -16 -17 17 -19 20 -21 -22 -23 -24 31 -26 -27 32 30 -30 -31 -32 -33 -34 leaf_value=0.14975918106604041 -0.014659393848985005 -0.0044896828609964122 6.09437052154541 2.0638602910503265 0.0062369133274203063 2.2953059615510885 0.046051475661141532 1.481258739124645 -0.52913509222177357 1.3895596380233763 0.044217895328122994 1.1913894183819111 0.41604729588760669 0.93279103384298434 1.4631784945267898 -0.86119717864990242 0.41403832160631815 1.5632610084712506 0.013962408894950354 0.068079766740643852 0.95494039263044084 0.36477821239220198 0.21709158761160716 -0.21641298800044589 0.66706719739096498 -0.29035192212750838 -0.32502799313643882 -0.019373223225170249 0.82964823503243301 -1.230759873823686 0.10986274025656961 -0.67925132013136336 -0.49013004124164583 leaf_weight=684 209 23 20 31 15069 33 21 22 65 20 3608 104 322 34 26 25 75 20 7968 1702 21 186 21 90 42 31 29 72478 38 22 451 31 32 leaf_count=684 209 23 20 31 15069 33 21 22 65 20 3608 104 322 34 26 25 75 20 7968 1702 21 186 21 90 42 31 29 72478 38 22 451 31 32 internal_value=0 0.374192 2.31633 0.141136 -0.00294963 0.106235 1.24898 0.0911296 0.0846088 -0.00823732 0.0990237 0.283634 -0.00852301 0.0415747 0.774273 0.0309872 0.0757756 0.423152 0.0385485 0.125212 0.0164153 0.0597757 -0.526959 -0.0418843 0.0956054 0.208037 -0.0142364 -0.013961 0.00830262 -0.706557 -0.0185715 -0.30942 -0.411639 internal_weight=0 644 69 575 102909 4745 52 4712 4690 98164 4582 788 98144 10047 49 523 498 126 10013 2024 7989 3794 108 372 251 106 88097 88036 15107 87 72929 121 61 internal_count=103553 644 69 575 102909 4745 52 4712 4690 98164 4582 788 98144 10047 49 523 498 126 10013 2024 7989 3794 108 372 251 106 88097 88036 15107 87 72929 121 61 cat_boundaries=0 6 7 12 13 14 20 cat_threshold=1073774592 16386 4096 140673322 48 1 72 75497476 4194824 65632 1049600 4 1026 2016 814760192 2957148192 590666 41955328 135283906 256 is_linear=0 shrinkage=0.01 Tree=205 num_leaves=48 num_cat=2 split_feature=2 6 15 24 0 0 8 24 1 9 5 6 5 5 2 10 0 1 2 7 10 3 18 1 8 6 1 5 3 3 9 5 5 8 14 14 2 7 7 13 2 0 2 2 3 5 8 split_gain=638698 697924 918237 585221 653671 406971 391668 361352 522382 1.15739e+06 346631 1.59755e+06 275960 390599 344964 257049 456740 252115 298054 228537 204990 203714 192208 242868 210744 331558 184288 180367 171950 164843 168378 303298 160077 147397 143694 275142 134715 113743 104211 101437 88519.4 75036.4 66621.3 62946.6 22705.5 50739.7 5834 threshold=362.00600000000003 193.04400000000001 65.05725000000001 0 384.29599999999999 51.78475000000001 36.721200000000003 1 198.78000000000003 287.97507150000007 606.07650000000001 254.50300000000001 318.54282000000006 25.210500000000007 537.86000000000013 255.87150000000005 468.26850000000007 1.2286145000000002 1054.5000000000002 112.36650000000002 53.087499999999999 1439.8675000000001 120.63600000000001 180.57000000000002 165.05000000000004 242.70250000000001 233.37814 670.0675 334.76100000000002 35.059500000000007 422.48500000000007 368.28750000000008 339.03750000000008 1117.4100000000001 873.74500000000012 766.49265000000003 1054.5000000000002 83.891250000000014 96.32442850000001 178.04600000000002 537.86000000000013 285.35875000000004 38.648750000000007 245.62500000000003 87.050000000000026 764.58775000000003 1449.0631000000001 decision_type=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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 12 4 6 10 17 22 29 20 21 27 13 14 -3 16 19 18 -2 36 26 33 24 42 38 37 -10 -12 -14 32 31 -31 39 34 35 -1 -5 -26 43 -9 -19 -40 -24 -7 45 -29 -35 right_child=1 2 -4 15 -6 7 -8 8 9 -11 11 -13 28 -15 -16 -17 -18 40 -20 -21 -22 -23 23 -25 25 -27 -28 44 -30 30 -32 -33 -34 46 -36 -37 -38 -39 41 -41 -42 -43 -44 -45 -46 -47 -48 leaf_value=-0.0085840690999968092 0.48796529915219261 1.2963558473587038 2.4491472773398124 -0.15327908102050425 1.725948964986536 -0.0016507052086733387 -0.68042322317759207 0.088462695379787973 0.84391065651025532 2.351355203539133 0.93771279652913408 3.1009569897651672 -0.75230929238455635 2.0081440515951678 -0.53872029349917461 0.77285323143005369 -1.7401239814758303 0.33415753364562989 1.702904251098633 0.66527855708681305 1.0552818954692169 0.75472807965959821 -0.48632633469321512 -1.3849468463400134 -0.15815413902390676 1.4842240205018415 0.085679776728153231 0.32385233211517334 0.46430582890143762 0.24647971934713095 -0.58295417236245206 1.4995442657470706 -0.77823392011902559 0.42205729802449549 -0.56737770588501646 1.1361779489971344 -0.79575132416515815 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0.534487 internal_weight=0 700 141 559 284 102965 248 5003 3121 285 97962 162 110 63 41 275 250 212 130 230 253 97800 1882 65 1817 113 219 142 47 2836 608 585 2228 97765 97715 97669 201 90 1704 2206 82 130 42 1574 121 101 50 internal_count=103665 700 141 559 284 102965 248 5003 3121 285 97962 162 110 63 41 275 250 212 130 230 253 97800 1882 65 1817 113 219 142 47 2836 608 585 2228 97765 97715 97669 201 90 1704 2206 82 130 42 1574 121 101 50 cat_boundaries=0 1 2 cat_threshold=1369 2441 is_linear=0 shrinkage=0.01 Tree=206 num_leaves=50 num_cat=11 split_feature=25 14 5 24 2 2 0 25 24 26 2 2 2 18 5 3 4 5 5 12 0 25 24 2 3 2 6 2 0 4 4 13 10 2 6 25 3 10 6 0 24 25 25 24 2 0 11 26 0 split_gain=665846 494626 935617 530901 993664 3.65857e+06 851820 679384 1.83174e+06 1.04131e+06 398156 440356 526398 371088 370506 623512 319362 288521 499678 354624 200404 241931 821772 840162 463336 212847 194917 247462 180432 288711 226597 136647 505492 482390 208058 130476 127323 101324 99532.4 82139.3 70396.8 149843 90736.4 67046.8 46030.8 35693.9 20568.7 11124.3 4237.71 threshold=0 766.49265000000003 27.185999999999996 1 50.651000000000003 55.173000000000009 748.92250000000013 2 3 2022.5000000000002 747.71500000000015 1432.0500000000002 1054.5000000000002 527.79000000000008 606.07650000000001 108.75750000000001 183.09000000000003 76.50500000000001 101.80875000000002 448.18200000000007 6.6497500000000009 4 5 0.45700000000000007 1.4150000000000003 505.12500000000006 83.950000000000003 221.81325000000004 384.29599999999999 341.416 1086.5100000000002 178.04600000000002 143.50500000000002 12.070401500000001 27.529980000000005 6 35.059500000000007 1092.2834 43.306000000000004 354.51980000000003 7 8 9 10 51.871000000000009 13.455823500000003 25.448750000000004 2022.5000000000002 30.001000000000001 decision_type=9 2 2 1 2 2 2 9 1 2 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 9 2 2 2 2 1 9 9 1 2 2 2 2 2 left_child=1 3 -3 4 7 -6 16 8 9 -1 20 12 36 14 28 38 -7 19 -19 -9 31 22 23 24 -22 26 35 -28 30 -30 -5 37 43 34 -34 -23 -12 40 -16 45 42 -42 -2 46 -45 -24 -33 -10 -25 right_child=10 2 -4 13 5 6 -8 17 47 -11 11 -13 -14 -15 15 -17 -18 18 -20 -21 21 25 39 48 -26 -27 27 -29 29 -31 -32 32 33 -35 -36 -37 -38 -39 -40 -41 41 -43 -44 44 -46 -47 -48 -49 -50 leaf_value=2.4158693573966858 -0.10831434019633233 -0.21561619136644447 2.7417448048591617 -0.028278143150748405 4.7737074790298939 0.18604316832268075 2.4290763740539552 0.028690166992745798 -0.50037682273171169 0.58285607322317656 0.057182335787349284 -0.67376976376488107 2.1577476425170898 -1.026073805298124 -0.40605051867167158 1.710132932662964 0.83424429739514994 1.9440774879455567 0.26517936986465102 1.3032880056988108 2.0729444559072627 0.036139694709285963 0.16110569077361489 -0.063681748032569888 0.33938830182665869 -0.77001751121352702 0.1283660230787072 0.78812126357108359 0.13049608948033883 1.3220153106689452 0.92726948814392085 -0.11713500621272069 1.0266568605105082 2.2719670785665511 -0.35435603666305537 -0.039545436163715877 1.0523153848648072 0.62178358840942383 0.4794971496408636 0.64940107274055481 0.029164998410011536 -0.015599516904999052 -0.022705030300311048 0.16680496023792141 -0.31376081293279473 -0.058115217655380066 -0.46080861818222774 -0.29086661196769553 -0.26953865230083468 leaf_weight=63 1278 23 20 3390 20 365 20 2798 55 61 36 21 25 35 30 34 96 20 156 22 58 7344 97 20 21 34 509 64 109 25 25 102 24 20 20 3291 20 25 22 20 9174 40253 33181 212 22 317 21 47 20 leaf_count=63 1278 23 20 3390 20 365 20 2798 55 61 36 21 25 35 30 34 96 20 156 22 58 7344 97 20 21 34 509 64 109 25 25 102 24 20 20 3291 20 25 22 20 9174 40253 33181 212 22 317 21 47 20 internal_value=0 0.0903675 1.1599 0.084269 0.168178 0.582932 0.408679 0.104208 0.621028 1.40115 -0.00778642 0.616661 0.951217 -0.00130635 0.00855715 0.657116 0.321026 0.0629398 0.455963 0.0386338 -0.00844982 0.0301582 0.23248 0.935609 1.61213 0.0199813 0.0223956 0.202056 -0.00715884 0.352794 -0.0212829 -0.0138497 0.16586 0.98425 0.398924 0.0127157 0.412587 -0.0147513 -0.0313957 0.0229566 -0.014941 -0.00728669 -0.0259106 0.0191461 0.116639 -0.00675186 -0.162592 -0.367781 -0.16661 internal_weight=0 7436 43 7393 3723 501 481 3222 226 124 96229 102 81 3670 3635 86 461 2996 176 2820 96127 11795 553 119 79 11242 11208 573 3549 134 3415 84332 421 64 44 10635 56 83911 52 434 83886 49427 34459 357 234 414 123 102 40 internal_count=103665 7436 43 7393 3723 501 481 3222 226 124 96229 102 81 3670 3635 86 461 2996 176 2820 96127 11795 553 119 79 11242 11208 573 3549 134 3415 84332 421 64 44 10635 56 83911 52 434 83886 49427 34459 357 234 414 123 102 40 cat_boundaries=0 6 7 12 13 16 17 23 24 30 35 36 cat_threshold=33024 536887298 4608 139624712 2283274272 1 606 0 536870912 0 131072 2147483680 70 67108864 4194304 805306376 1056 66913796 35652108 8487010 33563648 597 1024 2252 546309124 2147647536 268959834 371276290 536888464 256 1611661312 0 162 546 65536 836 is_linear=0 shrinkage=0.01 Tree=207 num_leaves=42 num_cat=3 split_feature=2 16 0 0 24 1 9 5 3 24 12 15 3 2 5 4 16 10 3 1 9 26 3 2 22 8 3 17 8 24 4 0 4 0 1 11 26 5 5 8 26 split_gain=614184 656199 553238 392545 352790 508729 1.13146e+06 337411 1.13823e+06 303633 490292 389332 423276 245887 267146 227449 215987 199686 198479 180634 175999 168087 422002 200859 156669 192098 154921 212338 144276 104084 152037 102450 90745.5 88124.2 86671.2 76136.2 46972.8 33246.2 7174.76 5637.58 2079.88 threshold=362.00600000000003 332.25000000000006 748.92250000000013 51.78475000000001 0 198.78000000000003 287.97507150000007 606.07650000000001 108.75750000000001 1 132.71250000000001 220.56900000000005 670.0675 1054.5000000000002 63.922000000000004 1.0790000000000004 283.34970000000004 53.087499999999999 1439.8675000000001 233.37814 551.9285000000001 2022.5000000000002 334.76100000000002 236.40400000000002 47.927802000000007 165.05000000000004 25.455750000000002 45.946048000000005 1117.4100000000001 2 1086.5100000000002 242.38250000000002 130.1901 156.17100000000002 543.52500000000009 8.069386500000002 2022.5000000000002 883.10000000000014 883.10000000000014 1449.0631000000001 2022.5000000000002 decision_type=2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 9 7 16 21 17 18 35 10 13 12 15 14 -2 -11 20 19 28 -7 24 22 23 -6 25 -5 31 -28 29 34 -31 -23 -18 -26 -1 36 38 -38 -9 -30 -15 right_child=1 -3 -4 4 5 6 -8 8 -10 11 -12 -13 -14 40 -16 -17 32 -19 -20 -21 -22 26 -24 -25 33 -27 27 -29 39 30 -32 -33 -34 -35 -36 -37 37 -39 -40 -41 -42 leaf_value=-0.02549349647308263 -0.30098270481864875 1.8533560415414665 1.4585156620570592 -0.029450552236177586 0.14223902715034084 0.83403782820090278 2.3234895348548892 -0.1873992935816447 2.323161011448613 0.5448262816806172 1.0384352965915904 -0.89613023519515989 1.859546272277832 -0.97218928250399506 0.55018568600927087 -0.026675585681952319 -0.27549615977704528 1.0407490719065948 0.74500856208801269 0.083361285593774592 0.90120083786192395 0.010996086893149128 1.2689040061405727 1.105301432609558 -0.09741657711210705 0.42605670043400362 0.1128602978921498 0.83426444768905639 0.41833707888921107 -0.0028339047399983681 0.6298616921274286 -0.25174680335181099 -1.2281006574630737 -0.96114383485582144 -0.42656630847189164 -0.47932822545369469 0.62565466660719649 0.16853515299355112 0.059763423670893136 0.63087632399338944 -0.83757827917734784 leaf_weight=24268 149 26 35 1675 1386 39 32 24 27 215 34 23 20 22 49 103 20 34 35 180 21 804 35 22 21 98 361 46 24 73355 38 182 20 27 54 21 26 41 23 26 24 leaf_count=24268 149 26 35 1675 1386 39 32 24 27 215 34 23 20 22 49 103 20 34 35 180 21 804 35 22 21 98 361 46 24 73355 38 182 20 27 54 21 26 41 23 26 24 internal_value=0 0.294478 0.234343 -0.00273746 0.0836625 0.148605 0.551823 -0.00714997 0.448848 0.167292 -0.0835784 0.353019 0.448464 -0.24335 -0.09034 0.359717 -0.0246932 0.327739 -0.00790531 0.217043 -0.00903775 0.108608 0.184249 0.157287 -0.0195347 -0.00427305 0.0302525 0.194395 -0.00817485 -0.00844965 -0.00250598 -0.0375021 -0.751798 -0.583263 -0.0263731 0.0739855 0.175912 0.345925 -0.0664473 0.528857 -0.901957 internal_weight=0 700 674 102965 5003 3121 285 97962 162 639 278 361 338 244 198 318 1882 253 97800 219 1842 2836 1443 1408 1821 1773 1393 407 97765 97715 73393 986 40 48 24322 135 114 67 47 50 46 internal_count=103665 700 674 102965 5003 3121 285 97962 162 639 278 361 338 244 198 318 1882 253 97800 219 1842 2836 1443 1408 1821 1773 1393 407 97765 97715 73393 986 40 48 24322 135 114 67 47 50 46 cat_boundaries=0 1 2 3 cat_threshold=2441 2662 2184 is_linear=0 shrinkage=0.01 Tree=208 num_leaves=47 num_cat=2 split_feature=2 6 16 24 0 0 8 24 1 9 1 6 10 0 1 2 7 16 8 10 1 9 3 9 18 22 8 3 6 16 1 2 13 3 12 2 16 2 2 1 0 1 1 7 8 16 split_gain=601962 670087 1.25939e+06 567917 633878 384733 383625 345770 498605 1.10894e+06 307397 392284 247434 453060 246439 292043 220890 211689 209914 195712 177039 172496 157150 167182 217176 153551 188275 149876 642335 350585 132142 132123 121086 120978 118098 87467.4 86898.1 91373.8 1.09653e+06 93906.2 86370.5 21165.8 13142.5 12948.3 9144.75 7526.09 threshold=362.00600000000003 193.04400000000001 81.551225000000017 0 384.29599999999999 51.78475000000001 36.721200000000003 1 198.78000000000003 287.97507150000007 602.65050000000008 276.21600000000007 255.87150000000005 468.26850000000007 1.2286145000000002 1054.5000000000002 112.36650000000002 283.34970000000004 1117.4100000000001 53.087499999999999 233.37814 551.9285000000001 35.059500000000007 422.48500000000007 53.773000000000003 47.927802000000007 165.05000000000004 69.939000000000007 673.95850000000007 332.25000000000006 104.02000000000001 1054.5000000000002 178.04600000000002 670.0675 228.79300000000003 537.86000000000013 237.41375000000005 54.445500000000003 55.173000000000009 891.44875000000013 156.17100000000002 6.179850000000001 27.10106 99.563439000000017 1449.0631000000001 799.08500000000015 decision_type=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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 10 4 6 18 14 17 22 19 11 -3 13 16 15 -2 31 21 27 20 -10 25 32 24 -24 26 -7 36 29 33 -13 -5 34 -29 -9 -16 37 39 -39 -1 -27 -34 -19 45 -20 -38 right_child=1 2 -4 12 -6 7 -8 8 9 -11 -12 30 -14 -15 35 -17 -18 42 44 -21 -22 -23 23 -25 -26 40 -28 28 -30 -31 -32 -33 41 -35 -36 -37 43 38 -40 -41 -42 -43 -44 -45 -46 -47 leaf_value=-0.010281513674919068 0.47787124883560905 1.3157385698954263 3.1667644900367371 -0.15172725978493692 1.6962776984771093 -0.029156048949996929 -0.67814195858107673 0.071630466041845031 0.82569746210024908 2.3002546608448031 1.6439558267593384 -0.53835312271118163 0.75408152446746823 -1.7329642353057861 0.3277997165634518 1.6804975883483886 0.65207652124865312 -0.5630173479020596 0.48118525064908541 1.0303416071218603 0.082527671092086377 0.89218882969447555 0.24219004858963725 -0.58627070198888365 1.1948095872879028 -0.096442413557143447 0.42179614023286471 0.05699655073442237 1.7314619097502337 1.1274784018198649 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200470 191744 264502 362136 190283 182501 534217 136909 210388 124060 111220 246376 204220 401519 135281 707505 125440 104778 98043.1 80147.5 75728 62903.5 56971.5 56903.2 53799 24458.8 10860 threshold=0 766.49265000000003 27.185999999999996 1 51.871000000000009 57.433500000000009 2 3 2022.5000000000002 61.090000000000011 155.79400000000004 670.0675 747.71500000000015 1432.0500000000002 1054.5000000000002 287.97507150000007 14.451000000000002 220.81250000000003 653.84225000000004 606.07650000000001 108.75750000000001 901.21050000000014 9.2080380000000037 60.853200000000008 4 228.79300000000003 5 119.88800000000002 18.122500000000006 6 117.18750000000001 35.059500000000007 6.6497500000000009 505.12500000000006 7 8 264.75500000000005 199.26574300000001 9 252.12500000000003 143.69840000000002 1117.4100000000001 1083.8250000000003 33.351000000000006 191.44500000000002 163.51320000000001 515.82800000000009 66.670500000000018 2022.5000000000002 decision_type=9 2 2 1 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 1 2 2 2 2 9 1 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 6 -6 7 8 -1 11 -11 -7 23 14 31 17 -17 -8 19 21 22 26 -21 32 25 27 -5 43 -29 30 44 -14 36 34 35 -34 41 46 -36 45 -32 42 -2 -25 -26 -31 -38 -41 -9 right_child=12 2 -4 18 5 9 15 48 -10 10 -12 -13 13 -15 -16 16 -18 -19 -20 20 -22 -23 -24 24 29 -27 -28 28 -30 39 40 -33 33 -35 38 -37 37 -39 -40 47 -42 -43 -44 -45 -46 -47 -48 -49 -50 leaf_value=2.3913691971794004 -0.015231796259408072 -0.21582334767217223 2.7013771605491637 0.20474438493717831 4.7940635282993318 0.21244307096097984 0.027126049541913336 -0.4946198206814853 0.57709074176725794 2.8296584158897402 -0.45868335678463895 1.7613930988311768 0.053398247824774848 -0.67028797512962712 2.1326220581054689 0.11076428459911812 2.3011793761849404 0.59496256238406464 -0.99200369736243943 -0.52467582285404202 1.6604584811715517 0.93526488342285163 0.75157564747333527 0.068707011088307179 0.033129930415614912 1.222956451839871 -0.039973323448543902 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3201 is_linear=0 shrinkage=0.01 Tree=210 num_leaves=46 num_cat=10 split_feature=2 16 18 25 8 2 25 24 5 3 2 5 25 1 9 24 2 6 3 8 4 1 10 4 25 2 10 10 4 25 7 4 10 24 25 25 18 5 20 2 5 2 10 1 5 split_gain=731093 3.02111e+06 667951 691270 788984 502820 448059 431503 471882 520770 789099 575791 467996 443525 1.22794e+06 347097 993277 335906 287542 272922 232977 219308 234801 175949 161356 182555 148626 132438 109266 101708 98920.9 86511.2 84845.6 71980.8 200632 173153 146519 87253.7 86823 67468.4 65714.2 64639.6 38574.4 37251.8 3938.48 threshold=381.19000000000005 348.30332000000004 38.116250000000008 0 118.45 537.86000000000013 1 2 388.83500000000009 123.09910000000001 52.802500000000002 476.36400000000003 3 252.45450000000002 329.28675000000004 4 873.74500000000012 233.37814 8.0827500000000025 1117.4100000000001 6.658744500000001 30.440000000000001 553.80150000000015 52.631250000000001 5 110.00500000000001 450.66846000000004 264.75500000000005 321.81750000000005 6 72.152800000000013 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16384 0 36700160 16 1 2760 1073741824 806354948 8552482 268960112 335548930 65536 512 is_linear=0 shrinkage=0.01 Tree=211 num_leaves=64 num_cat=15 split_feature=0 2 6 14 25 2 9 24 9 18 11 25 2 25 24 8 2 8 1 1 9 5 25 13 6 1 5 25 24 1 13 1 6 2 5 13 25 24 2 2 0 11 0 6 2 24 18 25 2 26 6 25 0 2 1 16 11 25 11 25 5 8 6 split_gain=733588 805171 991201 499742 778156 682553 1.123e+06 505231 409644 379350 333803 332816 359827 631512 991767 893400 1.21587e+06 359789 353252 313624 292930 263238 255928 248966 281185 236987 203360 200530 181401 157450 222744 302126 138163 137074 118594 180042 118071 119928 157785 100048 96721.7 92416.1 83837.2 83630.5 82575.2 66652.2 111878 91050 105497 57926.3 56636.1 47742.4 39198.1 60065.8 35731.3 35652.9 33930.1 28019.4 34156.3 27433.7 26205.6 16337.6 15809.2 threshold=106.88450000000002 873.74500000000012 82.242500000000007 21.609750000000002 0 381.19000000000005 4.4316985000000004 1 551.9285000000001 272.53700000000003 126.68500000000002 2 115.97000000000001 3 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9886 1072 1583 42 internal_count=103290 3065 52 3013 2665 616 67 549 2049 348 329 100225 10819 760 417 139 97 10059 278 58 343 10035 9862 173 152 220 220 2024 1798 318 170 89 314 9747 89406 4336 4316 3244 1520 272 226 1724 148 42 81 85070 49990 49960 12349 115 37611 35080 9954 68 40 99 49 25126 23543 9886 1072 1583 42 cat_boundaries=0 3 4 10 14 15 20 26 27 33 34 35 41 47 52 57 cat_threshold=32768 0 268501032 1124 1343258880 536920192 4618 36872480 2148024368 1 32768 128 512 2129920 1554 0 0 0 0 2147483680 132 805437568 258 3149826 536870912 1 718 61687436 2097697 10518624 65600 553656389 1024 884 2760 612371972 46531106 524592 335548931 16842944 4864 4719240 2416971852 27263237 8653824 1225785478 5124 536870912 131074 176 67109378 65536 128 0 16777216 0 135266306 is_linear=0 shrinkage=0.01 Tree=212 num_leaves=55 num_cat=15 split_feature=0 2 7 14 25 2 9 24 9 2 11 25 2 25 24 2 26 6 8 0 25 22 21 25 11 24 2 0 2 2 3 14 25 0 24 11 6 2 24 25 0 20 25 6 24 26 25 7 3 11 8 3 6 9 split_gain=719055 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180352 268439690 137527562 2149081088 513 2220 84 0 0 0 131328 2148007936 2594 1048576 49152 8 1048576 16384 1 0 0 0 131072 2147483648 67110400 544 512 0 0 1024 113508868 520 10551328 1024 80 1024 1050 79691776 512 368 1299 545342464 536870962 524880 100676096 100729016 256 536870912 536870914 0 32 48 is_linear=0 shrinkage=0.01 Tree=216 num_leaves=46 num_cat=6 split_feature=2 4 16 25 18 1 6 2 2 25 6 4 5 2 2 2 3 2 12 2 3 16 6 5 11 10 9 25 6 7 5 25 3 9 1 25 3 1 26 26 1 25 9 3 2 split_gain=615938 1.02058e+06 4.65523e+06 581245 570632 813986 450176 381571 1.22223e+06 346200 333962 330876 320134 269588 248377 565625 208227 203411 168359 167150 157870 151317 147534 103532 205174 297423 438096 122623 98185.4 112670 70051.5 67792.3 139187 61206.3 60056.4 86519.5 56297.1 51962.2 64427.4 49742.4 128154 69647.7 44178.5 41741 41108.6 threshold=98.190625000000011 678.11800000000005 130.83450000000002 0 285.35875000000004 765.46000000000015 242.70250000000001 1054.5000000000002 1432.0500000000002 1 109.80600000000001 194.61300000000003 1062.3775000000003 32.375500000000009 59.640000000000008 52.802500000000002 72.010000000000005 277.77250000000009 1040.4400000000003 381.19000000000005 888.10000000000014 799.08500000000015 1070.9310000000003 88.917500000000004 422.57650000000007 264.75500000000005 2.3292500000000005 2 96.823000000000008 2.8222380000000005 418.34600000000006 3 603.67000000000019 44.744500000000009 7.7340000000000009 4 233.25100000000003 101.54109550000001 2022.5000000000002 2022.5000000000002 198.78000000000003 5 206.28168000000002 1077.3535000000002 1054.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 9 2 2 2 2 2 9 2 2 2 left_child=9 3 6 4 5 7 -3 10 -9 12 -2 -7 13 18 15 16 -15 -6 21 30 23 22 -1 31 25 27 -27 -25 29 -16 34 39 33 -33 42 -36 37 44 -39 40 -11 -41 -5 -22 -21 right_child=1 2 -4 19 17 11 -8 8 -10 20 -12 -13 -14 14 28 -17 -18 -19 -20 36 43 -23 -24 24 -26 26 -28 -29 -30 -31 -32 32 -34 -35 35 -37 -38 38 -40 41 -42 -43 -44 -45 -46 leaf_value=0.063981027743419142 0.13816520575751148 0.56193065370832174 5.3003743435087651 -0.025987188769069892 -0.10260488414764404 2.5546901098887127 -1.1950334026336671 2.7653860502657683 -0.5315334198691628 0.016988368137046954 0.53687831465410829 0.75747596228122716 1.0004359735382928 -0.42718267825933603 0.14344808442725074 -1.6287682612737022 0.62156199569702142 -1.4556397535324097 0.98223898983001701 -0.15618768215179443 0.89708385944366453 0.91125142778669088 -0.63866330782572422 0.18394641611780693 -0.81249875142024108 1.9859659085273742 -0.037705598292143448 -0.0016767948387615755 0.69317640259152369 -0.62455586506770211 0.55712352871894832 -0.016935144151035707 0.7025460552286219 0.047967634962274221 0.34901957056543853 0.019976685604405783 0.10647975419697009 -0.98366162937620416 -0.25708268431516795 -0.03269129541957104 0.34172188778718315 0.023153528379344625 -0.49068607648213708 0.31812512946851323 -0.52112963554186698 leaf_weight=7645 1060 35 21 793 20 21 25 23 22 10155 262 20 36 78 72 36 25 25 20 148 20 21 30 526 26 20 23 1068 21 26 24 69585 27 1484 101 305 38 23 26 5729 123 3648 21 33 39 leaf_count=7645 1060 35 21 793 20 21 25 23 22 10155 262 20 36 78 72 36 25 25 20 148 20 21 30 526 26 20 23 1068 21 26 24 69585 27 1484 101 305 38 23 26 5729 123 3648 21 33 39 internal_value=0 0.140653 1.24814 0.110459 0.252483 0.289649 -0.170138 0.248008 1.15356 -0.00355001 0.217184 1.678 0.0594765 0.055303 -0.262676 -0.549762 -0.172633 -0.854291 0.0659352 -0.0269695 -0.00901517 0.063554 0.0612345 -0.00932906 0.0688604 0.0828588 0.903537 0.06072 0.0726598 -0.0603081 0.0221001 -0.0107619 -0.015305 -0.0155799 0.0115751 0.110921 -0.250737 -0.308255 -0.59813 0.00567653 0.0208746 -0.0109758 -0.0379757 0.5366 -0.232299 internal_weight=0 3052 81 2971 1453 1408 60 1367 45 100477 1322 41 8010 7974 258 139 103 45 7716 1518 92467 7696 7675 92414 1663 1637 43 1594 119 98 1244 90751 71096 71069 1220 406 274 236 49 19655 10278 9377 814 53 187 internal_count=103529 3052 81 2971 1453 1408 60 1367 45 100477 1322 41 8010 7974 258 139 103 45 7716 1518 92467 7696 7675 92414 1663 1637 43 1594 119 98 1244 90751 71096 71069 1220 406 274 236 49 19655 10278 9377 814 53 187 cat_boundaries=0 6 12 18 24 28 33 cat_threshold=3195008 640 276890184 2129920 536879120 1024 1073774848 180224 4234 168984842 2149072928 1 262660 536870916 8389216 65536 536870912 4096 617874048 545260034 268501040 67188224 151061570 2944 512 16 0 33554432 76546688 536871426 65584 1536 1024 is_linear=0 shrinkage=0.01 Tree=217 num_leaves=36 num_cat=8 split_feature=0 7 8 4 11 25 8 2 25 24 2 2 10 2 2 1 9 25 25 24 26 8 8 0 25 2 1 1 2 24 0 0 0 4 1 split_gain=804529 764500 520810 479225 1.42255e+06 611499 465383 344319 296605 276358 721171 264384 255066 365182 233810 276378 808737 228667 181251 176245 166415 144361 115746 112178 183417 206781 206373 112458 83230.7 74415 63444.8 58321.1 48946.6 32023.7 5073.78 threshold=883.10000000000014 359.98750000000001 151.1985 106.765 901.21050000000014 0 679.47498000000007 214.51943450000005 1 2 113.06050000000003 1054.5000000000002 264.75500000000005 408.041 537.86000000000013 383.96180000000004 151.12275000000002 3 4 5 2022.5000000000002 1117.4100000000001 45.564785000000008 7.454158500000001 6 590.51250000000016 151.84586000000004 670.0675 654.54975000000002 7 1438.4900000000002 1077.3535000000002 1438.4900000000002 392.81250000000006 891.44875000000013 decision_type=2 2 2 2 2 9 2 2 9 1 2 2 2 2 2 2 2 9 9 1 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 left_child=3 2 7 8 5 6 9 20 11 10 -5 14 13 18 15 19 -17 -11 -7 -1 30 23 28 27 26 -26 -25 29 -16 -10 31 -2 -22 -15 -29 right_child=1 -3 -4 4 -6 12 -8 -9 21 17 -12 -13 -14 33 22 16 -18 -19 -20 -21 32 -23 -24 24 25 -27 -28 34 -30 -31 -32 -33 -34 -35 -36 leaf_value=0.11794712021773114 0.58255820456005281 2.407070243141868 -1.090200632095337 0.2194444153865977 2.7907730941772462 0.07877190614512207 1.4546185129339047 1.8494519424438476 -0.024636143355906862 0.57188830471816265 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0.436282 -0.00952968 -0.507036 -0.00930221 0.0207797 -0.0116296 0.0726005 -0.0133977 -0.241911 -0.0130525 0.770342 0.974518 0.0377549 -0.980882 -0.419893 internal_weight=0 187 165 103342 2577 2557 1161 145 100765 1128 277 9681 1396 1357 9643 9567 188 851 1316 9379 125 91084 76 91054 10911 6720 4191 80143 52 80075 68 47 57 41 68 internal_count=103529 187 165 103342 2577 2557 1161 145 100765 1128 277 9681 1396 1357 9643 9567 188 851 1316 9379 125 91084 76 91054 10911 6720 4191 80143 52 80075 68 47 57 41 68 cat_boundaries=0 6 12 13 18 24 25 31 32 cat_threshold=69255168 131588 10486304 0 536879104 4097 1073774976 180352 268439690 171081994 2149072896 512 576 16384 0 8388608 0 8192 34670208 16432 64 33554432 64 1024 84 114557444 4194824 65568 1024 16 1024 2728 is_linear=0 shrinkage=0.01 Tree=218 num_leaves=50 num_cat=16 split_feature=0 17 14 25 24 0 0 25 14 7 7 6 10 1 24 25 10 8 6 3 25 26 4 0 25 25 1 24 0 9 0 25 24 0 12 8 9 24 25 3 8 25 26 0 13 25 1 26 25 split_gain=789657 919215 602561 730361 878184 1.44694e+06 621180 340950 625783 264618 796265 323210 295391 264402 252135 1.01284e+06 258046 253077 204439 477158 266245 237744 307301 202050 185436 182594 160498 129336 287422 117564 108706 188249 227029 237381 123365 116607 84743.7 67349.8 190702 134191 128881 128037 64556.9 62796.8 62454.1 53100.6 52563.4 41225.4 38391.3 threshold=384.29599999999999 439.37528000000003 142.75000000000003 0 1 468.26850000000007 748.92250000000013 2 766.49265000000003 141.29500000000002 158.33975000000001 673.95850000000007 129.93500000000003 511.57525000000004 3 4 450.66846000000004 11.555000000000001 187.61750000000004 514.39811750000013 5 2022.5000000000002 117.51455000000003 1077.3535000000002 6 7 315.17050000000006 8 1077.3535000000002 199.13250000000002 6.6497500000000009 9 10 119.88800000000002 350.63250000000005 372.84853050000009 253.56500000000003 11 12 414.21050000000008 27.513000000000009 13 2022.5000000000002 1077.3535000000002 236.16900000000004 14 5.423635 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180352 268439690 137527562 2149081088 641 84 0 0 0 131328 2148007936 16384 512 576 33554432 68 0 0 0 131336 2148007936 1081344 32768 8 1081344 16384 1 1165 113508868 512 8454176 1024 16 1082 1043 536870912 536870914 16 0 65584 0 536870914 0 0 48 6815752 2424832869 8388868 310718464 151027718 1034 0 0 32 0 0 1024 is_linear=0 shrinkage=0.01 Tree=219 num_leaves=42 num_cat=10 split_feature=0 2 24 14 10 2 0 25 14 2 24 10 3 24 25 2 24 10 5 5 6 3 25 3 4 2 25 25 2 7 10 2 0 25 3 2 5 2 6 0 2 split_gain=773943 2.4599e+06 632698 497407 438434 337460 390580 334162 613330 282820 467757 602639 350746 264512 989324 237740 229253 295311 217682 215998 200385 467659 260933 232451 297475 221172 185361 185057 181913 177723 142411 133775 104413 180520 103957 80541.1 77876.5 50071.9 36281.1 8882.44 696.327 threshold=384.29599999999999 873.74500000000012 0 35.240330000000007 362.01900000000001 27.082500000000007 468.26850000000007 1 766.49265000000003 115.97000000000001 2 450.66846000000004 471.50829000000004 3 4 200.25500000000002 5 41.821500000000007 440.98528000000005 1062.3775000000003 187.61750000000004 514.39811750000013 6 104.02000000000001 14.893000000000002 1054.5000000000002 7 8 747.71500000000015 10.614000000000003 187.87000000000003 381.19000000000005 6.6497500000000009 9 764.58775000000003 329.85800000000006 240.04000000000002 266.22500000000008 396.21550000000008 748.92250000000013 873.74500000000012 decision_type=2 2 1 2 2 2 2 9 2 2 1 2 2 1 9 2 1 2 2 2 2 2 9 2 2 2 9 9 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=7 2 5 4 16 6 -2 8 9 13 18 12 -12 14 -1 29 17 -4 31 26 25 22 23 30 -25 28 -15 -16 32 -5 -22 -11 34 -34 -9 -18 37 -24 -38 -8 -30 right_child=1 -3 3 15 -6 -7 39 20 -10 10 11 -13 -14 19 27 -17 35 -19 -20 -21 21 -23 36 24 -26 -27 -28 -29 40 -31 -32 -33 33 -35 -36 -37 38 -39 -40 -41 -42 leaf_value=0.90309800577479482 1.3949161554105354 3.6146038766340776 0.44483376927312779 -0.88384587383270263 1.3436822706653226 1.6896423325171839 -0.14881526069641113 -0.013174153398097055 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internal_value=0 0.319895 0.220874 0.081401 0.189274 0.854216 0.557433 -0.00166051 0.0480258 0.0441282 0.224643 0.436308 0.364381 0.0309789 0.115094 -0.680115 0.118549 0.328884 -0.0461675 0.00265743 -0.00820282 0.152853 0.108415 0.342024 0.863231 -0.00957361 -0.000353153 0.0698606 -0.00922713 -0.194422 0.191687 0.0162524 -0.00954151 0.0198568 -0.0134891 -0.0912168 -0.0405202 0.000820086 -0.441523 -0.0183366 0.633607 internal_weight=0 754 732 612 537 120 81 102775 11951 11915 809 446 425 11106 2787 75 506 247 363 8319 90824 766 742 281 68 90058 8290 2646 90014 43 213 340 89970 10651 79319 259 461 417 44 48 44 internal_count=103529 754 732 612 537 120 81 102775 11951 11915 809 446 425 11106 2787 75 506 247 363 8319 90824 766 742 281 68 90058 8290 2646 90014 43 213 340 89970 10651 79319 259 461 417 44 48 44 cat_boundaries=0 1 7 8 9 14 15 20 25 31 36 cat_threshold=80 1074823552 180352 268439690 137527562 2149081088 641 2220 84 0 0 0 131328 2148007936 2594 16384 512 576 33554432 68 0 0 0 131072 2147483648 1048576 49152 8 1048576 16384 1 113508868 512 8454176 1024 16 is_linear=0 shrinkage=0.01 Tree=220 num_leaves=40 num_cat=15 split_feature=22 0 18 2 0 25 24 15 10 0 14 25 2 24 25 24 8 6 2 2 24 2 25 15 5 25 25 9 25 7 3 24 25 25 1 8 24 2 2 split_gain=529675 449725 615822 840197 2.04739e+06 337865 435343 268876 263848 238584 228877 221631 252263 268648 445701 1.48691e+06 213919 193229 608609 835480 198600 264297 183364 229880 172426 151347 121332 105770 171914 419905 103460 94371.3 207695 196524 80729.5 50106.8 45353.5 29530.9 25731 threshold=550.81750000000011 51.78475000000001 437.18000000000001 590.51250000000016 748.92250000000013 0 1 172.52450000000002 362.01900000000001 883.10000000000014 39.015000000000008 2 381.19000000000005 3 4 5 199.56750000000002 233.37814 362.00600000000003 590.51250000000016 6 64.425500000000014 7 329.63975000000011 418.34600000000006 8 9 44.744500000000009 10 141.29500000000002 6.6572445000000009 11 12 13 9.2110000000000021 372.84853050000009 14 873.74500000000012 466.65428000000003 decision_type=2 2 2 2 2 9 1 2 2 2 2 9 2 1 9 1 2 2 2 2 1 2 9 2 2 9 9 2 9 2 2 1 9 9 2 2 1 2 2 left_child=1 11 3 5 16 6 7 -3 26 -8 -4 12 13 22 15 -15 30 27 20 -20 21 -19 36 -24 -16 -22 -7 31 29 -29 -5 32 -13 -33 37 -30 -1 38 -14 right_child=-2 2 10 4 -6 8 9 -9 -10 -11 -12 17 34 14 24 -17 -18 18 19 -21 25 -23 23 -25 -26 -27 -28 28 35 -31 -32 33 -34 -35 -36 -37 -38 -39 -40 leaf_value=-0.040874212237098549 1.4243198928466212 -0.059616493716957118 -0.3681505641937256 0.38921968291787545 3.6104801128221595 -0.19787836127097791 0.2848421809812462 0.99831731367111209 0.89506385466631733 1.0716151213645935 -1.8628988111586799 0.044517460354311908 -0.43112502956390381 1.306842226088047 0.078736085042937429 -0.17511821242301698 1.1099457156139871 0.23541987359523775 2.6813868331909179 0.0093912643432617193 0.2790398031870524 1.4787370299725304 0.033467512568169426 1.0014292255401611 0.75712060978538109 -0.1348746219986961 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internal_weight=0 103791 5250 5209 115 5094 1738 640 3356 1098 41 98541 5221 5105 2973 263 92 93320 596 47 549 113 2132 1344 2710 436 3322 92724 2469 882 69 90255 38078 52177 116 1587 788 95 58 internal_count=103817 103791 5250 5209 115 5094 1738 640 3356 1098 41 98541 5221 5105 2973 263 92 93320 596 47 549 113 2132 1344 2710 436 3322 92724 2469 882 69 90255 38078 52177 116 1587 788 95 58 cat_boundaries=0 6 7 13 14 19 20 21 26 32 36 42 43 48 53 54 cat_threshold=34635780 16384 276889640 8192 68 1 2696 268435456 536870912 4106 174301450 2148548656 1 3464 0 536870912 0 131072 2147483680 70 546 0 536870912 8 164098 2147483664 0 16384 512 0 0 1024 8388608 2147614848 524544 69210114 45450376 16384 268436032 64 0 4096 1299 605078020 38191138 524848 68164096 637534208 537952256 4194306 524800 32 589824 2176 is_linear=0 shrinkage=0.01 Tree=221 num_leaves=46 num_cat=9 split_feature=0 2 16 4 0 3 25 24 4 2 26 1 4 4 16 10 1 25 24 26 14 2 13 25 9 10 25 5 1 4 3 25 24 0 2 5 0 8 24 14 0 0 26 0 26 split_gain=509424 1.00156e+06 2.54152e+06 842296 1.15674e+06 474181 288647 388577 371112 288890 266901 535876 254901 221528 697474 437456 254224 240667 1.05645e+06 272119 232150 218873 215031 214127 253488 195716 142198 129933 125009 184599 122318 118176 148381 417764 139090 106332 89435.4 89156 80489.5 67914.9 57972.4 5502.85 5199.38 1612.07 196.719 threshold=51.78475000000001 590.51250000000016 81.551225000000017 4.5710000000000006 354.51980000000003 233.25100000000003 0 1 553.21400000000006 256.18250000000006 2022.5000000000002 511.57525000000004 27.535980000000006 264.75500000000005 332.25000000000006 245.27500000000003 470.21364 2 3 2022.5000000000002 766.49265000000003 873.74500000000012 5.7128500000000004 4 66.973890000000011 522.5150000000001 5 148.09087000000002 133.78600000000003 126.081 670.0675 6 7 1077.3535000000002 236.40400000000002 133.58000000000001 297.71250000000003 206.47200000000004 8 1018.0250000000002 272.97600000000006 658.11750000000018 2022.5000000000002 130.34875000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 9 2 2 9 2 2 2 2 9 1 2 2 2 2 2 1 2 2 2 2 2 2 left_child=13 6 3 4 -3 -5 7 9 10 28 11 -9 -12 17 15 16 23 18 19 -1 21 26 39 24 -15 31 30 -25 29 -2 -19 36 33 -33 -34 -30 43 -10 -28 -22 -11 -38 -23 -8 -20 right_child=1 2 -4 5 -6 -7 25 8 37 40 12 -13 -14 14 -16 -17 -18 20 44 -21 22 42 -24 27 -26 -27 38 -29 35 -31 -32 32 34 -35 -36 -37 41 -39 -40 -41 -42 -43 -44 -45 -46 leaf_value=1.5255863024824756 -0.039556932112071744 -0.29943536567687989 4.1486465699332102 -1.2421423676609993 3.023463015122847 0.47937766909599305 -0.066761574029922485 0.31616437422778437 -0.2612152507607684 -0.54071264386177065 0.005850005774951178 1.4883058726496814 0.35135684043801191 0.56191365023808826 1.9660558573404947 1.1866102051734924 1.0019535899162293 0.032320590431285164 -0.26406099887121293 0.5651501741247662 1.4233301582336426 -0.40687658796919152 -0.23737070901053295 -0.018113989522680642 -0.66028576278686535 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24 6 2 2 24 2 25 15 25 5 6 25 9 25 7 24 25 25 1 26 8 24 2 2 split_gain=516460 431470 402081 386189 532756 495310 416300 374780 317499 637097 309985 233456 230482 416534 304413 279100 213644 245527 263412 434613 1.45482e+06 188609 594921 817648 194862 258688 180099 224865 170233 169150 156587 148463 103512 166610 386869 91135.2 203127 193011 79265.1 64415.7 49370.5 44377.2 28141.9 25221.2 threshold=550.81750000000011 51.78475000000001 0 1 769.5200000000001 883.10000000000014 271.24120000000005 54.026500000000006 522.5150000000001 158.33975000000001 61.090000000000011 142.89000000000001 602.65050000000008 505.12500000000006 413.40725000000003 297.71250000000003 2 381.19000000000005 3 4 5 233.37814 362.00600000000003 590.51250000000016 6 64.425500000000014 7 329.63975000000011 8 418.34600000000006 153.80500000000004 9 44.744500000000009 10 141.29500000000002 11 12 13 9.2110000000000021 2022.5000000000002 372.84853050000009 14 873.74500000000012 466.65428000000003 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 9 1 2 2 2 1 2 9 2 9 2 2 9 2 9 2 1 9 9 2 2 2 1 2 2 left_child=1 16 3 6 5 11 7 30 12 -10 -7 -5 13 28 -14 -15 17 18 26 20 -20 32 24 -24 25 -23 41 -28 -4 -21 -3 -26 35 34 -34 36 -18 -37 42 -8 -35 -1 43 -19 right_child=-2 2 8 4 -6 10 39 -9 9 -11 -12 -13 14 15 -16 -17 21 38 19 29 -22 22 23 -25 31 -27 27 -29 -30 -31 -32 -33 33 40 -36 37 -38 -39 -40 -41 -42 -43 -44 -45 leaf_value=-0.041112493163422699 1.4064609813690185 0.0289524314216539 -0.14819964780167236 0.30281641890173372 -1.222672133672805 2.3385973052978519 -0.64404034523665898 1.2619563703951628 -0.28737090069314708 2.0929402919249105 0.6683076004028321 1.3041096941630046 0.10517076280381944 -0.17760353688840513 1.6201556003661384 -1.6597026379903159 0.044047768304266426 -0.4275120940208435 1.2916442972421647 0.077580254265068177 -0.17413915240380071 0.23328689277172088 2.6518512708490545 0.0085245468139648443 0.27620576206843056 1.4633409004268192 0.0327358210366996 0.99008051376342776 0.057215862001388534 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0.157492 -0.0141852 -0.00241842 -0.0227676 -0.400444 -1.0502 -0.0120434 -0.139266 -0.277541 -0.140073 internal_weight=0 103791 5250 1058 872 851 186 145 4192 45 45 806 4147 4090 57 51 98541 5221 5105 2973 263 93320 596 47 549 113 2132 1344 4039 2710 122 436 92724 2469 916 90255 38078 52177 116 41 1553 788 95 58 internal_count=103817 103791 5250 1058 872 851 186 145 4192 45 45 806 4147 4090 57 51 98541 5221 5105 2973 263 93320 596 47 549 113 2132 1344 4039 2710 122 436 92724 2469 916 90255 38078 52177 116 41 1553 788 95 58 cat_boundaries=0 6 7 13 14 19 20 21 26 32 38 44 45 50 55 56 cat_threshold=1081344 0 276889608 0 0 1 2176 268435456 536870912 4106 174301450 2148548656 1 3464 0 536870912 0 131072 2147483680 70 546 0 536870912 8 164098 2147483664 75497472 2416050305 524544 69210114 257 2048 0 16384 512 0 0 1024 45450368 16384 268436032 64 4 4096 1299 605078020 38191138 524848 68164096 637534208 537952512 4194306 524880 32 589952 2176 is_linear=0 shrinkage=0.01 Tree=223 num_leaves=36 num_cat=9 split_feature=22 25 24 1 4 9 4 3 25 1 15 5 1 3 10 1 12 2 7 1 1 4 1 25 24 25 13 9 2 25 24 5 3 1 25 split_gain=506181 402949 434091 489689 465735 341614 331196 317224 291699 284423 235266 190845 226053 177187 1.11448e+06 172090 187502 171472 162698 176187 132984 127464 113395 155439 139259 108716 102181 93649.1 76003.1 63680.9 89547.9 59825.6 56885 53612.2 45038.8 threshold=550.81750000000011 0 1 470.21364 6.658744500000001 172.78900000000002 1086.5100000000002 670.0675 2 670.0675 61.090000000000011 249.71600000000004 891.44875000000013 514.39811750000013 245.27500000000003 252.45450000000002 62.558000000000007 381.19000000000005 120.13000000000001 119.59 5.0070000000000006 1468.3681000000001 16.910250000000001 3 4 5 54.026500000000006 118.23500000000003 49.853800000000007 6 7 883.10000000000014 1077.3535000000002 891.44875000000013 8 decision_type=2 9 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 9 2 2 2 9 1 2 2 2 9 left_child=1 2 11 7 9 17 13 8 -4 -5 -10 12 25 22 18 16 28 -6 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22 36 20 21 26 24 29 21 1503 218 3754 1096 87 55 20 72288 10273 21 28 26 2265 leaf_count=593 26 5212 107 42 36 35 26 32 5348 21 299 49 24 134 22 36 20 21 26 24 29 21 1503 218 3754 1096 87 55 20 72288 10273 21 28 26 2265 internal_value=0 -0.00307458 0.065043 0.107243 0.619688 0.120767 -0.00877239 0.091552 0.100716 1.13543 0.0901097 -0.0632398 -0.0380738 -0.0091853 0.283779 -0.441762 -0.205779 -0.35673 0.0294447 0.150071 -0.500903 0.830468 -0.00981702 0.0268757 0.057612 -0.0507123 -0.107214 0.0532698 -0.452894 -0.0130519 0.00535328 -0.0169917 -0.232166 0.601029 -0.0382771 internal_weight=0 103791 8004 6024 181 92 95787 5843 5754 89 5647 1980 1855 95740 206 125 89 57 184 158 89 47 95534 7740 5257 1831 1183 648 69 87794 15485 72309 60 47 2483 internal_count=103817 103791 8004 6024 181 92 95787 5843 5754 89 5647 1980 1855 95740 206 125 89 57 184 158 89 47 95534 7740 5257 1831 1183 648 69 87794 15485 72309 60 47 2483 cat_boundaries=0 6 7 12 18 19 25 31 32 37 cat_threshold=1081344 536887296 4106 37921032 2148548640 1 2184 0 0 4096 0 2147483680 53237256 2097684 335643296 16778242 603988036 3072 2184 0 536870912 2 33587200 1048608 1 1946419328 281149474 805306516 470876674 150997014 4096 1080 1073741824 2151809024 524288 68227072 16 is_linear=0 shrinkage=0.01 Tree=224 num_leaves=34 num_cat=8 split_feature=0 18 17 25 1 0 14 0 24 5 4 4 16 1 25 24 14 13 9 25 25 9 12 1 25 8 6 1 24 5 1 14 9 split_gain=486796 722327 1.28197e+06 489268 401200 372858 272218 252482 226043 328536 255218 213659 679773 343827 230087 1.02977e+06 226090 210478 203983 188131 163627 280004 182916 145513 121462 179322 141858 329997 140116 120879 119396 66443.7 33878 threshold=51.78475000000001 437.18000000000001 439.37528000000003 0 602.65050000000008 1438.4900000000002 39.015000000000008 413.40725000000003 1 143.79350000000002 483.06600000000009 264.75500000000005 332.25000000000006 470.21364 2 3 766.49265000000003 5.7128500000000004 483.06600000000009 4 5 66.973890000000011 164.49524000000002 49.905000000000008 6 302.94500000000005 233.37814 285.3250000000001 7 249.71600000000004 670.0675 1018.0250000000002 151.12275000000002 decision_type=2 2 2 9 2 2 2 2 1 2 2 2 2 2 9 1 2 2 2 9 9 2 2 2 9 2 2 2 1 2 2 2 2 left_child=11 2 3 5 18 8 -3 -6 9 -2 -10 14 13 20 15 -1 24 31 19 -5 21 23 29 -13 25 28 30 -28 -16 -22 -26 -18 -27 right_child=1 6 -4 4 7 -7 -8 -9 10 -11 -12 12 -14 -15 16 -17 17 -19 -20 -21 22 -23 -24 -25 26 32 27 -29 -30 -31 -32 -33 -34 leaf_value=0.94882972314953806 0.17925548054155754 -0.37073409461975099 2.1628164774576821 -0.10085550318559429 0.38837389695016961 1.4937016294479371 -1.9827029895782471 1.7764789773225784 0.37387203668387559 -0.82869570163163275 -0.31950183868408205 0.41139211309763291 1.9401192528860909 1.1584108012517293 -0.01728799725501563 -0.23833770513534547 1.4067083072662354 -0.23621186755952381 0.75874107084776232 0.059872236194717064 -0.018390506809140429 -0.68183200654529386 0.69315901293899074 1.3490158367156984 -0.014130445721940306 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97881 284 97597 64 4105 4067 629 137 492 116 97533 8214 89319 466 8103 459 88853 43 111 cat_boundaries=0 6 7 12 13 19 25 31 32 cat_threshold=1081344 0 276889608 0 0 1 2176 0 536870912 4096 0 2147483648 1159 75497472 2952937633 525056 69275650 16777473 2048 0 16896 32 33554432 8192 1024 1343225856 4210720 154 510861578 16434 1 3206 is_linear=0 shrinkage=0.01 Tree=225 num_leaves=34 num_cat=7 split_feature=25 22 0 10 1 6 0 26 0 5 24 10 4 24 1 0 0 0 25 9 6 4 24 5 10 1 25 16 24 0 16 5 0 split_gain=670509 1.43309e+06 995210 604506 599465 398325 511436 704586 853343 840759 308295 368458 357949 249066 268766 175032 175976 461568 227244 184159 171929 181058 169205 165208 154509 88361.4 78657.8 157541 100017 67883.3 78521.2 64865.3 43424.6 threshold=0 272.88500000000005 883.10000000000014 30.584650000000003 51.918000000000013 228.27997500000004 10.847970000000002 2022.5000000000002 83.655000000000015 249.71600000000004 1 522.5150000000001 783.3660000000001 2 96.141000000000005 1438.4900000000002 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90969 90949 75750 15199 2246 2209 105 55 internal_count=103593 6571 6551 90 62 6461 401 173 118 55 6060 4139 4084 228 123 97022 96994 5986 5945 3699 1921 155 3661 1766 91008 90969 90949 75750 15199 2246 2209 105 55 cat_boundaries=0 5 6 7 13 14 20 21 cat_threshold=1081344 16384 4608 5243146 2147483680 2944 2329 48563840 543162902 278995050 1024 536879172 4097 1026 805306880 2957148800 16777346 102998048 671178900 384 1090 is_linear=0 shrinkage=0.01 Tree=226 num_leaves=38 num_cat=4 split_feature=0 11 26 8 1 4 3 25 6 26 13 6 15 1 8 0 6 25 10 3 8 9 8 0 25 11 26 6 0 3 3 6 1 6 25 3 26 split_gain=662248 1.9421e+06 403975 655595 494519 501509 354932 347191 470384 621075 255862 505363 399201 717726 260395 248159 196112 172695 167262 217902 240357 211274 113147 98664.7 125888 178015 77740.9 69900.3 69044.6 66731.5 87206.6 73665.6 64344.2 53329.8 51040.9 7113.31 4612.36 threshold=261.90500000000003 619.25400000000013 2022.5000000000002 233.69980000000001 511.57525000000004 52.631250000000001 1439.8675000000001 0 884.13250000000005 2022.5000000000002 393.36000000000007 153.80500000000004 111.361 8.0935000000000006 228.51250000000002 272.97600000000006 32.452611000000012 1 786.71250000000009 670.0675 1449.0631000000001 55.412500000000016 522.5150000000001 15.859000000000004 2 279.41250000000008 2022.5000000000002 233.37814 218.42700000000005 670.0675 296.58675000000005 228.27997500000004 5.0070000000000006 75.218420000000023 3 1077.3535000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 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 2 9 2 2 left_child=6 2 3 4 16 -6 7 8 18 -10 12 -12 14 -14 15 -4 17 -2 19 20 -1 -20 -16 29 28 26 -26 -18 33 30 34 -32 -21 -25 -9 -31 -30 right_child=1 -3 10 -5 5 -7 -8 23 9 -11 11 -13 13 -15 22 -17 27 -19 21 32 -22 -23 -24 24 25 -27 -28 -29 36 35 31 -33 -34 -35 -36 -37 -38 leaf_value=0.040716000133861459 0.57130722887435204 2.4876008420377165 0.9152811749776204 1.7874657913843792 1.924664633133832 0.012728711003842562 0.96438154722514913 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0.936535 -0.020312 -0.705464 0.0414134 0.834146 -0.049321 0.0377006 0.170582 0.240177 0.0416376 0.0393663 0.0424445 0.602277 -0.650184 -0.00934016 0.0269571 0.0449465 0.0405733 -0.38742 -0.0738102 -0.012391 -0.012128 0.189951 -0.50174 -0.0558981 -0.0126533 -0.321016 -0.429714 internal_weight=0 1234 1197 592 562 57 102359 102321 13194 59 605 50 555 57 498 435 505 449 13135 13082 13008 53 63 89127 6908 5864 5826 56 1044 82219 82149 213 74 992 81936 70 52 internal_count=103593 1234 1197 592 562 57 102359 102321 13194 59 605 50 555 57 498 435 505 449 13135 13082 13008 53 63 89127 6908 5864 5826 56 1044 82219 82149 213 74 992 81936 70 52 cat_boundaries=0 6 9 15 21 cat_threshold=537952256 180352 4650 74621226 2281701408 384 32768 0 32 8409092 272629825 2215133185 51187924 16814849 2048 3355443522 201394178 773065728 1879065088 15205378 528 is_linear=0 shrinkage=0.01 Tree=227 num_leaves=34 num_cat=7 split_feature=0 11 13 2 0 1 6 25 6 5 24 24 10 2 5 2 1 8 25 2 25 10 10 2 6 6 2 16 0 25 18 25 4 split_gain=649383 1.90335e+06 384365 587880 604585 705038 495306 337852 391605 1.12177e+06 301665 299179 441963 278300 587984 792799 331144 266003 265894 145313 145213 132176 127468 114908 276926 108540 108109 128594 94047.3 130506 79191.5 75182.9 70717.1 threshold=261.90500000000003 619.25400000000013 393.36000000000007 537.86000000000013 658.11750000000018 352.68673250000012 153.80500000000004 0 884.13250000000005 152.16750000000005 1 2 377.13375000000002 436.65050000000002 79.530000000000015 537.86000000000013 1083.8250000000003 287.60700000000003 3 590.51250000000016 4 228.79300000000003 1092.2834 348.16250000000008 72.086000000000013 18.415500000000005 1054.5000000000002 920.44288200000017 15.859000000000004 5 404.95850000000007 6 66.14800000000001 decision_type=2 2 2 2 2 2 2 9 2 2 1 1 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 9 2 9 2 left_child=7 2 3 11 5 -5 -4 8 10 -10 19 20 17 16 15 -15 18 -13 -12 23 25 -22 26 31 -25 -2 27 28 30 -30 -9 -1 -16 right_child=1 -3 6 4 -6 -7 -8 22 9 -11 13 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20 32 39 20 41 43 22 1083 5904 63 1479 21 internal_value=0 0.228904 0.159856 0.197269 1.06564 0.428731 -0.698409 -0.00187388 0.0501568 0.862738 0.0458654 0.138246 0.270657 0.0756108 0.51462 0.924607 0.0680997 0.226016 0.064729 -0.0456621 -0.0694875 0.0406127 -0.00821601 -0.0375886 0.398842 -0.371265 -0.00843829 -0.00820186 -0.00838637 0.0268677 -0.0113131 -0.0474128 -0.495347 internal_weight=0 1234 1197 1147 73 49 50 102359 11114 59 11055 1074 650 8341 142 101 8199 628 8176 2714 424 317 91245 2680 59 107 91213 91170 91148 6987 84161 2621 41 internal_count=103593 1234 1197 1147 73 49 50 102359 11114 59 11055 1074 650 8341 142 101 8199 628 8176 2714 424 317 91245 2680 59 107 91213 91170 91148 6987 84161 2621 41 cat_boundaries=0 6 7 8 13 17 23 27 cat_threshold=1081344 49280 4650 7381290 2147483680 384 2432 1473 0 0 4096 0 2147483680 0 512 544 35651584 8409092 272760897 2215133185 51187924 16814849 2048 0 49280 34 1089538 is_linear=0 shrinkage=0.01 Tree=228 num_leaves=30 num_cat=2 split_feature=0 11 26 1 4 24 6 3 6 3 10 15 14 13 16 26 10 1 3 3 4 6 3 24 10 6 7 9 1 split_gain=636457 1.86548e+06 393833 403860 435755 422014 523716 346186 287107 908626 250995 330769 375502 323505 268968 181404 167710 162749 160490 162349 304710 140410 169778 97711.5 52495.2 47824.1 39895.7 97889.9 32404.1 threshold=261.90500000000003 619.25400000000013 2022.5000000000002 511.57525000000004 52.631250000000001 0 157.82700000000003 1439.8675000000001 884.13250000000005 108.75750000000001 522.5150000000001 307.63250000000005 361.43000000000006 332.25000000000006 174.01000000000002 2022.5000000000002 1092.2834 87.268457500000025 670.0675 32.878500000000003 553.21400000000006 17.805000000000007 174.76450000000003 1 1439.8675000000001 1424.6500000000003 220.78900000000004 16.931850000000001 75.305437500000011 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=7 2 3 5 -5 21 17 8 16 15 11 12 14 -12 -4 -10 18 -7 19 23 -21 22 -2 -1 -18 -17 27 -20 -23 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1085.9700000000003 883.10000000000014 408.041 450.66846000000004 24.175908000000003 25.999000000000002 29.582250000000002 25.125500000000006 2022.5000000000002 242.70250000000001 44.508575000000008 1 2 287.97507150000007 1438.4900000000002 28.693750000000005 29.182600000000004 3 505.12500000000006 361.71125000000001 4 1092.2834 8.1012500000000021 368.28750000000008 5 1054.5000000000002 799.08500000000015 783.3660000000001 6 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 9 2 2 1 2 2 2 9 2 2 2 9 2 left_child=1 2 4 8 9 6 23 -8 30 10 12 -12 -1 -11 -15 16 22 -18 20 24 21 -19 25 -6 -20 26 28 29 -2 -27 -4 right_child=15 -3 3 -5 5 -7 7 -9 -10 13 11 -13 -14 14 -16 -17 17 18 19 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 -32 leaf_value=0.2937957800724893 0.013114761727921214 2.1121639205932619 1.4010499596595765 2.9365009040832519 -0.24741410401402689 -0.96228219915319368 2.9544978186663458 0.39846471743583678 -0.39797142696380616 0.38269218694968304 0.15055207007071553 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9 11 9 9 12 5 12 8 0 25 13 25 12 25 3 7 6 18 6 4 3 3 4 0 3 25 3 6 12 12 9 9 25 6 0 7 0 split_gain=755040 1.67925e+06 511177 574906 505259 722351 794019 375391 274115 257985 239075 382794 451485 168058 165440 186924 165303 154131 148844 228746 252338 242483 152928 231021 108379 101217 91164.9 96475 99079 376751 121626 90661.1 100568 136450 99892.6 78950.3 75150.2 67544.3 170747 347993 77453.7 67304 61786.4 60203.4 96057.5 47464.5 42818.2 11793.5 9377.96 6478.46 threshold=261.90500000000003 439.37528000000003 0 612.69872000000009 483.06600000000009 370.75000000000006 1438.4900000000002 1 1077.3535000000002 594.30750000000012 15.062500000000002 333.75500000000005 13.046750000000001 615.99125000000015 307.11400000000009 128.54450000000003 54.610000000000007 35.997000000000007 62.558000000000007 448.18200000000007 287.60700000000003 65.622500000000016 2 280.30300000000005 3 75.785500000000027 4 364.96250000000003 419.53500000000003 127.79540000000001 404.95850000000007 264.01000000000005 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26 14 1 1 8 3 5 12 8 0 24 1 13 5 6 0 24 25 8 3 24 8 5 3 6 12 14 8 1 0 25 0 25 3 3 1 3 split_gain=725288 1.61308e+06 491035 592748 1.05371e+06 491338 1.06799e+06 418053 658694 495411 410890 360599 602280 543624 522831 535252 834779 533966 512081 284321 181926 181146 175257 239154 144629 224223 246641 237375 162888 266894 146763 143326 210612 149802 110117 216767 284071 118726 105547 240570 127273 179698 108774 99003.9 98209.9 95462.7 83408.7 70575.9 67735.3 48311.8 48260.4 38156 37361 19014 3831.56 threshold=261.90500000000003 439.37528000000003 0 1 612.69872000000009 468.26850000000007 384.29599999999999 543.52500000000009 206.37500000000003 538.27200000000016 1077.3535000000002 2 3 383.96180000000004 4 76.615000000000009 111.55832500000001 5 2022.5000000000002 650.34950000000015 602.65050000000008 12.8808515 422.73350000000011 51.871000000000009 62.558000000000007 448.18200000000007 287.60700000000003 65.622500000000016 6 186.66000000000003 470.50715000000008 476.36400000000003 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1203 1178 559 209 189 100 350 304 46 283 101962 3101 1256 1211 1108 133 975 103 1845 45 89 1821 47 98861 2924 2891 99 2792 1099 1693 1774 59 1715 95937 56213 48912 48889 619 230 389 327 207 72 7301 7266 39724 291 39658 173 38585 1073 62 66 40 internal_count=103165 1203 1178 559 209 189 100 350 304 46 283 101962 3101 1256 1211 1108 133 975 103 1845 45 89 1821 47 98861 2924 2891 99 2792 1099 1693 1774 59 1715 95937 56213 48912 48889 619 230 389 327 207 72 7301 7266 39724 291 39658 173 38585 1073 62 66 40 cat_boundaries=0 6 7 12 13 18 19 20 21 26 27 32 38 cat_threshold=9486336 0 512 33554432 64 1024 2353 32768 536870912 4096 140640296 2148007968 1102 0 0 0 131072 2147483680 10 850 2760 537920000 180866 268960048 303051266 1040 2640 268435456 0 16842880 9469952 135282688 1687161856 12895746 268960624 4866 50397202 1 is_linear=0 shrinkage=0.01 Tree=235 num_leaves=37 num_cat=3 split_feature=0 2 5 24 2 26 2 6 1 16 1 2 2 6 8 5 6 24 1 5 24 1 5 3 6 1 1 8 5 6 1 6 8 6 1 8 split_gain=600039 1.56345e+06 537955 495562 604492 347973 467492 447270 443518 334505 321107 296701 239661 607733 263329 247589 359595 371084 591561 269872 214635 146993 114735 361820 115092 108073 131469 103465 115670 84787.6 62913.4 90272.6 62547.8 20865.3 6232.89 952.792 threshold=272.97600000000006 873.74500000000012 117.18750000000001 0 590.51250000000016 2022.5000000000002 17.426900000000007 199.14240000000004 414.53600000000012 237.41375000000005 543.52500000000009 256.18250000000006 23.061000000000003 1070.9310000000003 1117.4100000000001 670.0675 146.00000000000003 1 414.53600000000012 518.47500000000002 2 169.65250000000003 606.07650000000001 123.09910000000001 1070.9310000000003 891.44875000000013 174.76450000000003 212.67444500000002 240.04000000000002 276.21600000000007 25.517800000000005 63.219375000000007 65.805000000000021 1424.6500000000003 1449.0631000000001 1449.0631000000001 decision_type=2 2 2 1 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 2 2 2 2 2 2 left_child=12 3 -3 9 5 7 32 11 -8 10 27 -5 14 15 22 16 19 29 -19 20 -14 -17 24 30 25 26 -1 28 -2 -18 31 -24 -7 -26 -27 -16 right_child=1 2 -4 4 -6 6 8 -9 -10 -11 -12 -13 13 -15 35 21 17 18 -20 -21 -22 -23 23 -25 33 34 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 leaf_value=-0.0086621692692204922 -0.17609643234712322 3.2613883445376439 0.96978104209899896 0.47255852703201146 1.6234847598545481 -0.30980199479460718 0.75475295012930166 1.9184955978393554 -0.69145077778742858 -1.2070598154408592 0.99799530029296879 -0.56984349854787186 0.17248514045608646 1.711790237426758 0.65587817015471284 -0.16051055158887589 0.011522086712030264 0.36886358459316088 1.9634891738891602 1.1393643522262573 0.0076413820502688815 -1.2394351059457531 0.031168258161429901 1.5217592117786407 -0.30626866375958478 -0.31347544477536132 0.10818081357036809 -0.79031623085339864 0.49164778592257663 -0.56494780353847007 -0.3985905860817951 0.76508354868207662 0.11895143119300285 -0.72114354220303623 -0.50074821401525427 0.74069233307471649 leaf_weight=93539 246 21 20 304 33 200 115 20 26 28 26 30 904 22 27 28 65 335 25 22 5842 23 83 20 27 52 973 24 29 42 23 21 41 22 27 26 leaf_count=93539 246 21 20 304 33 200 115 20 26 28 26 30 904 22 27 28 65 335 25 22 5842 23 83 20 27 52 973 24 29 42 23 21 41 22 27 26 internal_value=0 0.225493 2.14353 0.155404 0.295562 0.240038 0.0307211 0.465911 0.488077 -0.153938 -0.0679435 0.37893 -0.00293973 0.0522401 -0.00719167 0.0472291 0.0521234 0.320509 0.466639 0.0336044 0.0299983 -0.647084 -0.00758569 0.271574 -0.00801929 -0.0077683 -0.00745927 -0.160634 -0.10568 -0.196401 0.074694 0.179363 -0.236861 -0.492539 -0.37748 0.697485 internal_weight=0 1163 41 1122 769 736 382 354 141 353 325 334 102148 7308 94840 7286 7235 467 360 6768 6746 51 94787 147 94640 94591 94512 299 275 107 127 104 241 49 79 53 internal_count=103311 1163 41 1122 769 736 382 354 141 353 325 334 102148 7308 94840 7286 7235 467 360 6768 6746 51 94787 147 94640 94591 94512 299 275 107 127 104 241 49 79 53 cat_boundaries=0 1 2 3 cat_threshold=1416 2056 9 is_linear=0 shrinkage=0.01 Tree=236 num_leaves=32 num_cat=5 split_feature=25 22 0 1 5 26 5 0 8 9 4 25 2 4 0 0 25 0 3 25 2 20 25 2 2 26 13 26 2 26 0 split_gain=651478 1.62339e+06 740082 532831 884707 531661 681288 894538 490367 273742 982560 237562 255043 227133 147091 138652 271288 657964 206708 156278 156384 146716 110993 152561 92745.9 90675.1 72124.4 9547.77 7469.69 3489.87 213.988 threshold=0 272.88500000000005 883.10000000000014 51.918000000000013 217.92150000000004 2022.5000000000002 543.52500000000009 22.151894000000002 1117.4100000000001 615.99125000000015 44.982900000000008 1 54.445500000000003 678.11800000000005 1438.4900000000002 6.6497500000000009 2 79.824400000000011 670.0675 3 348.16250000000008 214.33500000000001 4 1054.5000000000002 747.71500000000015 2022.5000000000002 169.35000000000005 2022.5000000000002 5.0070000000000006 2022.5000000000002 20.028000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 9 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 5 25 -5 6 11 -8 9 13 -11 -1 -13 -7 15 22 17 27 19 21 -21 -18 28 24 26 -4 -24 -17 29 -2 -29 right_child=14 -3 3 4 -6 8 7 -9 -10 10 -12 12 -14 -15 -16 16 18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 30 -30 -31 -32 leaf_value=0.4849388811323378 -0.14976616116457206 2.7936565535718745 1.9391381314595542 1.234509616821043 -1.4238324065435501 -0.042382479123198334 0.12498164699923608 2.6965280128022036 1.1833316690781537 -0.42460213514474726 1.6058233334801415 0.081841368362794736 0.31172167777585552 0.57717141966025032 -0.8257500878247348 0.14394379071287206 0.04617194650771124 1.6061243167990134 0.98774467468261717 -0.022815751415586338 -0.86791788751428789 0.88335656424363451 -0.012415395600200305 0.65799946841071633 -0.56790931328137717 1.1403363889235036 0.128853683892032 -0.089244613097264211 -0.37120758793570779 -0.21497230202623993 -0.04686889041553844 leaf_weight=170 172 22 30 31 21 4292 31 24 34 52 44 3701 555 60 22 37 6583 38 22 4655 22 21 81991 34 30 27 363 26 22 157 22 leaf_count=170 172 22 30 31 21 4292 31 24 34 52 44 3701 555 60 22 37 6583 38 22 4655 22 21 81991 34 30 27 363 26 22 157 22 internal_value=0 0.0804161 0.073925 0.892959 0.160948 0.0639647 0.140991 1.24711 -0.0130444 -0.0221894 0.50601 0.127246 0.111557 -0.0338408 -0.00816909 -0.00797901 0.024675 0.473738 0.019352 0.0174806 -0.0267338 0.0487603 -0.0124868 -0.0117174 -0.0119952 1.56076 -0.0117927 0.0232288 -0.187471 -0.180883 -0.0698224 internal_weight=0 9094 9072 109 52 8963 4481 55 4482 4448 96 4426 4256 4352 94217 94195 11426 123 11303 11281 4677 6604 82769 82418 82384 57 82354 85 351 329 48 internal_count=103311 9094 9072 109 52 8963 4481 55 4482 4448 96 4426 4256 4352 94217 94195 11426 123 11303 11281 4677 6604 82769 82418 82384 57 82354 85 351 329 48 cat_boundaries=0 6 11 16 22 27 cat_threshold=1081600 16386 4608 174227714 2147483664 1 0 2 0 131072 2147483648 0 0 536936448 0 524288 121897476 2187330056 278921322 1024 537932036 5248 1073741824 0 0 8 34 is_linear=0 shrinkage=0.01 Tree=237 num_leaves=44 num_cat=9 split_feature=25 4 11 26 0 24 2 2 5 2 4 8 0 24 2 16 4 14 6 1 7 0 0 25 1 24 0 2 24 6 25 25 2 24 2 19 0 13 4 3 0 26 26 split_gain=639198 1.11582e+06 1.39622e+06 594005 988258 812210 1.35642e+06 4.17882e+06 683119 660880 530371 341732 269113 238430 524278 699013 295101 258531 186316 164185 151228 144152 137477 266993 1.17226e+06 297949 703211 131655 155931 186392 111037 108708 149552 139488 90880.1 89986.5 82593.7 70751.2 57321.7 49588.5 48489.9 8203.65 0.312343 threshold=0 904.34825000000012 236.36250000000004 2022.5000000000002 883.10000000000014 1 54.445500000000003 79.580000000000013 440.98528000000005 38.648750000000007 1086.5100000000002 1117.4100000000001 438.09750000000008 2 362.00600000000003 248.95175000000003 422.08750000000003 766.49265000000003 233.37814 22.151894000000002 477.22500000000008 1438.4900000000002 6.6497500000000009 3 151.84586000000004 4 28.693750000000005 95.525500000000008 5 242.70250000000001 6 7 1054.5000000000002 8 747.71500000000015 132.33750000000001 111.62720550000003 169.35000000000005 159.54960000000003 169.67250000000004 8.6550000000000011 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 9 2 1 2 2 1 2 9 9 2 1 2 2 2 2 2 2 2 2 2 left_child=1 3 10 4 5 6 12 -8 18 -10 -3 13 -1 16 17 -16 20 -15 -7 -6 -5 22 31 24 25 26 -24 30 38 -30 35 33 34 42 37 -25 -32 -33 -29 -12 -27 -35 -2 right_child=21 2 -4 11 19 8 7 -9 9 -11 39 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23 23 27 -26 40 -28 28 29 -31 36 32 -34 41 -36 -37 -38 -39 -40 -41 -42 -43 -44 leaf_value=0.18544899979818982 0.089105013801205543 -0.70713491315427035 3.5355726385116579 -0.099302425564779709 2.0767966962743687 -0.026545868435408147 5.4114037570953375 0.58905737841870154 2.0244828125924776 0.02314920757756089 1.5507125129699708 0.98675423678229834 1.1919155968560113 -0.012406924923645122 0.3253254988861084 2.2970872206914992 -1.1078625572881391 0.92025822480519615 0.36209855116330658 0.92704038267550259 -0.83112767318199421 -0.81749257651242346 -0.097712059107693761 0.041894081179631532 2.5074519558386372 0.35206099210641323 1.5777833011616833 -0.065173356533050536 0.1832101063421544 0.8815274936812264 -0.006771943542656509 -0.012352868985493662 0.651419412949506 -0.28884077274799347 -0.5622302196025849 0.60091162319841052 -0.11332796012615508 0.12756514330540808 -0.64636894750595086 0.84652157473564149 -0.0192580552430376 -0.40957053165109658 0.088105233434646837 leaf_weight=1655 62 23 20 1073 27 2412 20 177 33 33 20 34 27 3194 125 21 31 30 130 23 29 22 55 4086 22 39 46 112 425 42 5346 81932 34 120 30 29 842 363 20 20 358 106 63 leaf_count=1655 62 23 20 1073 27 2412 20 177 33 33 20 34 27 3194 125 21 31 30 130 23 29 22 55 4086 22 39 46 112 425 42 5346 81932 34 120 30 29 842 363 20 20 358 106 63 internal_value=0 0.0793532 1.23364 0.0688824 0.149791 0.134212 0.292002 1.07864 0.0193339 1.02382 0.502866 -0.0120264 0.201605 -0.0195677 0.0227469 0.608935 -0.144355 -0.00372828 -0.00667027 1.54791 -0.118561 -0.00812037 -0.00793207 0.0245882 0.243781 0.148674 0.60544 0.0138968 0.158033 0.240856 0.0055305 -0.012423 -0.011661 -0.185596 -0.0119363 0.0457226 -0.0212367 -0.0117357 -0.142442 1.19862 0.0167961 -0.330828 0.0820381 internal_weight=0 9157 83 9074 4537 4487 1879 197 2608 66 63 4537 1682 4503 3370 146 1133 3224 2542 50 1102 94154 94132 11422 520 498 101 10902 599 467 10303 82710 82359 351 82325 4115 6188 82295 132 40 397 226 125 internal_count=103311 9157 83 9074 4537 4487 1879 197 2608 66 63 4537 1682 4503 3370 146 1133 3224 2542 50 1102 94154 94132 11422 520 498 101 10902 599 467 10303 82710 82359 351 82325 4115 6188 82295 132 40 397 226 125 cat_boundaries=0 6 7 8 13 14 15 21 26 27 cat_threshold=1081600 16386 4608 174227746 2147483664 1 93 2184 71303168 0 536936448 0 524288 1056 136 50594308 2724200968 276824170 9216 1048836 4224 1073741824 0 0 8 34 3077 is_linear=0 shrinkage=0.01 Tree=238 num_leaves=21 num_cat=2 split_feature=22 2 0 1 10 8 7 18 18 24 2 5 10 24 3 14 14 0 2 0 split_gain=575495 401351 476489 604328 398472 350559 559179 317699 312832 278156 238962 217587 673186 520974 671613 212474 175509 141196 76849.2 72902 threshold=550.81750000000011 115.97000000000001 883.10000000000014 81.697500000000005 897.08550000000014 1117.4100000000001 0.45700000000000007 137.57250000000002 94.798750000000013 0 466.65428000000003 418.34600000000006 245.27500000000003 1 108.75750000000001 873.74500000000012 650.34950000000015 70.38600000000001 43.305000000000007 169.65250000000003 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 left_child=1 5 4 -4 7 11 -7 8 9 -3 19 15 13 14 -13 16 17 -1 -15 -9 right_child=-2 2 3 -5 -6 6 -8 10 -10 -11 -12 12 -14 18 -16 -17 -18 -19 -20 -21 leaf_value=-0.0073942544925571316 1.5166877021789551 0.53583177459325726 2.3277220990441063 0.16060580468946889 1.2677538378485318 0.092467272168114081 2.1240358514785767 -0.38865450263023377 1.2986438464034689 0.073445921729861155 -1.3102285263061524 0.23719389741803393 1.8595988639195762 -0.10849744607906531 1.9887248977025351 -0.66357743594111229 0.77291775399240947 0.057466160860196562 -0.75833583927154535 0.28748270947000254 leaf_weight=96700 25 129 22 31 29 42 20 52 22 2279 25 81 24 202 30 49 29 3477 20 23 leaf_count=96700 25 129 22 31 29 42 20 52 22 2279 25 81 24 202 30 49 29 3477 20 23 internal_value=0 -0.000723824 0.121657 1.06016 0.10222 -0.00389901 0.747812 0.0888596 0.111592 0.100747 -0.463536 -0.00436224 0.242077 0.125499 0.651855 -0.00523979 -0.00491787 -0.00514304 -0.159841 -0.181306 internal_weight=0 103286 2612 53 2559 100674 62 2530 2430 2408 100 100612 357 333 111 100255 100206 100177 222 75 internal_count=103311 103286 2612 53 2559 100674 62 2530 2430 2408 100 100612 357 333 111 100255 100206 100177 222 75 cat_boundaries=0 1 2 cat_threshold=1 1600 is_linear=0 shrinkage=0.01 Tree=239 num_leaves=21 num_cat=1 split_feature=22 2 0 1 10 8 7 18 18 12 2 5 10 24 3 14 14 0 2 0 split_gain=564042 393512 466984 592302 390526 343583 548051 311404 306594 279375 234207 213257 659790 510606 658248 208246 172016 138386 75319.9 71451.3 threshold=550.81750000000011 115.97000000000001 883.10000000000014 81.697500000000005 897.08550000000014 1117.4100000000001 0.45700000000000007 137.57250000000002 94.798750000000013 482.25000000000006 466.65428000000003 418.34600000000006 245.27500000000003 0 108.75750000000001 873.74500000000012 650.34950000000015 70.38600000000001 43.305000000000007 169.65250000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 5 4 -4 7 11 -7 8 9 -3 19 15 13 14 -13 16 17 -1 -15 -9 right_child=-2 2 3 -5 -6 6 -8 10 -10 -11 -12 12 -14 18 -16 -17 -18 -19 -20 -21 leaf_value=-0.0073203119938512343 1.5015208469390871 0.11394081086990548 2.3044449025934393 0.15899980237407069 1.2550763307768724 0.091542603174845374 2.1027955217361449 -0.38476795260722824 1.2856573742086237 -0.71864909265099497 -1.2971262321472168 0.23482195842413256 1.8410028934478759 -0.10741247797956562 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2.58533e+06 732953 445066 363600 358561 330369 624963 314217 263057 324389 257356 689689 291277 227944 288134 313408 160273 158788 150696 131392 116152 424354 600395 278260 875812 218715 524262 207603 156547 149491 108582 108208 80538.1 79854.2 41542 29454.6 6.69667 threshold=0 1438.4900000000002 2022.5000000000002 1 54.445500000000003 132.27250000000004 329.85800000000006 2 571.72250000000008 3 132.01500000000001 166.73240000000001 1040.4400000000003 532.11625000000015 48.856000000000009 4 5 6 514.39811750000013 32.040442500000005 26.741000000000003 7 35.997000000000007 8 277.77250000000009 9 362.00600000000003 65.76900000000002 10 11 362.00600000000003 233.37814 1054.5000000000002 12 27.798999999999999 1077.3535000000002 13 45.160750000000007 14 2022.5000000000002 747.71500000000015 2022.5000000000002 decision_type=9 2 2 1 2 2 2 1 2 9 2 2 2 2 2 9 1 1 2 2 2 1 2 9 2 1 2 2 9 1 2 2 2 9 2 2 9 2 9 2 2 2 left_child=1 2 3 4 7 -6 -7 9 13 -1 21 -12 18 15 -15 16 -4 -17 25 24 -21 22 -5 -23 35 30 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207 56006 240 40315 173 183 40142 55766 150 253 121 40004 116 143 138 internal_count=103719 6931 6901 3483 864 87 64 777 3418 524 2619 141 96788 3397 42 3355 294 3061 96752 224 54 2478 232 2246 170 96528 56213 207 56006 240 40315 173 183 40142 55766 150 253 121 40004 116 143 138 cat_boundaries=0 6 7 8 13 18 19 20 21 27 28 32 33 37 41 46 cat_threshold=1074823168 16384 4104 171966504 2148532256 513 28 20 1073774592 0 0 0 1048576 1073741824 0 4096 4194336 1048608 1547 2248 1024 1073774592 0 8 33554432 0 513 2700 0 536870912 0 131328 67 0 536870912 0 131072 1048576 16384 0 33554432 384 0 0 2162688 134217728 is_linear=0 shrinkage=0.01 Tree=241 num_leaves=38 num_cat=3 split_feature=2 16 24 3 5 7 7 1 1 3 24 5 9 1 1 2 2 5 13 7 3 8 2 16 18 12 12 9 9 5 12 24 5 7 8 8 18 split_gain=377714 1.25564e+06 719535 583999 632435 487766 412910 379800 350618 235076 276365 452225 295938 260906 253478 201747 183550 239191 168142 197632 164455 160213 120932 113900 136735 122603 313778 113652 192423 99606.5 98323.6 81267.8 73470.5 45993.1 46422 23271 17951.3 threshold=362.00600000000003 332.25000000000006 0 543.52500000000009 111.52000000000001 440.98528000000005 153.91890000000004 602.65050000000008 252.45450000000002 40.743000000000002 1 543.52500000000009 15.208200000000003 414.53600000000012 38.666250000000005 1054.5000000000002 537.86000000000013 418.34600000000006 361.71125000000001 141.29500000000002 270.18175000000008 1117.4100000000001 266.22500000000008 283.34970000000004 887.50750000000005 1040.4400000000003 1362.4500000000003 373.75800000000004 253.56500000000003 104.04600000000001 124.33500000000001 2 240.04000000000002 233.37814 168.94500000000002 1449.0631000000001 207.14214000000001 decision_type=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 2 2 2 2 2 1 2 2 2 2 2 left_child=9 2 3 4 6 7 15 16 -6 21 13 14 -13 27 22 -2 20 -18 19 -16 -4 23 32 24 25 31 -27 28 30 -15 -11 -1 -12 34 36 -23 -25 right_child=1 -3 5 -5 8 -7 -8 -9 -10 10 11 12 -14 29 18 -17 17 -19 -20 -21 -22 35 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0 19 25 7 7 17 8 25 24 24 3 10 5 0 3 16 24 4 24 11 0 0 25 11 0 0 0 0 0 3 3 3 3 split_gain=416198 342595 352003 851059 495064 355295 324559 322383 611818 256623 431313 252911 677388 284248 213613 1.08824e+06 181516 175560 275132 157487 157289 195346 110145 191061 165149 570674 119944 115361 109147 101265 82042.3 118329 79102.8 58745.3 17875.6 28221.5 27197.6 threshold=0 1438.4900000000002 2022.5000000000002 1 438.09750000000008 571.72250000000008 2 132.01500000000001 166.73240000000001 532.11625000000015 118.45 3 4 5 514.39811750000013 255.87150000000005 209.41500000000005 2.6275000000000004 764.58775000000003 1079.5035000000003 6 783.3660000000001 7 1085.9700000000003 28.693750000000005 29.182600000000004 8 671.11374000000012 10.847970000000002 138.09000000000003 883.10000000000014 242.38250000000002 45.160750000000007 27.093000000000004 670.0675 603.67000000000019 888.10000000000014 decision_type=9 2 2 1 2 2 9 2 2 2 2 9 1 1 2 2 2 2 2 2 1 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 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638848384 1677770752 13111298 144 is_linear=0 shrinkage=0.01 Tree=245 num_leaves=38 num_cat=5 split_feature=0 4 9 25 10 1 10 0 11 25 1 2 10 7 3 0 10 4 9 2 2 1 3 25 1 25 5 3 7 25 8 1 3 4 1 26 8 split_gain=924954 1.36527e+06 795660 381893 809239 510376 469693 576190 366170 305766 254357 213304 189222 166904 154273 145010 333473 183628 142289 221768 154550 138967 180145 266905 197114 136358 98462.6 96670.6 89592.4 226522 84236 56714.3 54934.5 24571.5 17589 7061.78 6122.25 threshold=261.90500000000003 904.34825000000012 674.95100000000014 0 0.45149999999999996 765.46000000000015 52.280000000000008 413.40725000000003 6.6462500000000011 1 438.86250000000007 1054.5000000000002 786.71250000000009 607.15100000000018 1439.8675000000001 51.78475000000001 173.15041250000004 0.9459000000000003 43.391880000000008 1.0827465000000003 348.16250000000008 543.52500000000009 114.45750000000002 2 72.095000000000013 3 160.32750000000001 156.27500000000003 60.853200000000008 4 901.21050000000014 27.10106 414.21050000000008 23.091000000000005 670.0675 2022.5000000000002 29.582250000000002 decision_type=2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 9 2 2 2 2 2 2 2 left_child=9 2 3 4 5 8 10 -8 -2 12 25 21 13 14 15 17 -17 -1 19 -6 -20 22 28 24 -24 -5 36 33 30 -30 -11 -14 -25 34 -23 -13 -15 right_child=1 -3 -4 6 18 -7 7 -9 -10 11 -12 35 31 26 -16 16 -18 -19 20 -21 -22 27 23 32 -26 -27 -28 -29 29 -31 -32 -33 -34 -35 -36 -37 -38 leaf_value=0.06735386976024596 0.58642907267450972 2.3131278941035269 1.9170637611989623 -0.34236439633264881 -0.60064143848419194 1.9795021871725718 2.0846163465665732 -0.15376431879789934 -0.32348560686111449 -0.009007630017614416 -1.0334226647129765 -0.81659914652506516 0.37547368685404459 -0.24517235731467224 0.93940604591369636 0.28058186936494933 -0.50963281033402785 -0.08705681949887159 -0.29974193595704579 0.61527467838923133 -1.3056913594404855 0.078973842348371237 0.13700103906920119 -0.0089029906397711731 0.49588553763399218 0.048696219535052924 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66 94983 94827 1606 872 507 85 156 93221 2135 91086 45 734 132 110 47 61 internal_count=103404 1222 1190 1163 583 457 580 46 433 102182 534 95030 7152 7107 7022 7002 622 6380 126 60 66 94983 94827 1606 872 507 85 156 93221 2135 91086 45 734 132 110 47 61 cat_boundaries=0 6 12 18 22 27 cat_threshold=76595712 536870912 0 33587200 16785472 1024 1073774848 536870912 529152 141697322 2282225664 513 76562944 544 65576 33554432 536879108 1024 1024 512 512 2 33882112 0 8388616 0 536879104 is_linear=0 shrinkage=0.01 Tree=246 num_leaves=40 num_cat=4 split_feature=0 4 9 25 10 1 10 0 11 25 2 2 10 14 12 9 12 9 10 16 15 4 25 9 2 2 1 7 13 1 25 1 8 7 2 1 0 1 26 split_gain=906386 1.33813e+06 779850 374401 793135 500219 460395 564724 358883 299832 251464 209122 184696 217759 248445 1.43968e+06 244657 240532 227835 224185 183263 162920 142156 139458 217355 151474 136293 173544 276506 114101 149838 113191 94395.8 85096.7 58816.1 55585.7 17249.5 14918.3 6921.25 threshold=261.90500000000003 904.34825000000012 674.95100000000014 0 0.45149999999999996 765.46000000000015 52.280000000000008 413.40725000000003 6.6462500000000011 1 408.041 1054.5000000000002 786.71250000000009 9.9621000000000013 221.00625000000005 346.38000000000005 521.05947000000003 373.75800000000004 40.218000000000011 348.30332000000004 329.63975000000011 101.17200000000001 2 43.391880000000008 1.0827465000000003 348.16250000000008 543.52500000000009 391.72750000000002 178.04600000000002 16.910250000000001 3 51.918000000000013 796.15000000000009 3.4432500000000004 42.369750000000003 27.10106 23.455000000000002 891.44875000000013 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=9 2 3 4 5 8 10 -8 -2 12 22 26 13 14 17 18 20 19 -16 -1 21 -15 -5 24 -6 -25 27 29 31 32 -31 -29 -11 36 -19 -14 37 -28 -13 right_child=1 -3 -4 6 23 -7 7 -9 -10 11 -12 38 35 16 15 -17 -18 34 -20 -21 -22 -23 -24 25 -26 -27 33 28 -30 30 -32 -33 -34 -35 -36 -37 -38 -39 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27 105 30 24 23 23 50 87428 20 21 24 363 88 20 27 64 23 41 38 84 409 42 30 24 56 191 20 5357 2033 37 46 24 27 21 28 48 26 internal_value=0 0.272039 0.217775 0.178769 0.354679 0.554435 -0.00409504 0.955772 0.476545 -0.00193059 -0.0868569 -0.00653073 0.0618394 0.0577174 0.0738109 0.504758 -0.140623 0.0646745 0.0597674 0.0723025 -0.0890466 -0.145723 -0.0440513 -0.341682 0.00724343 -0.658886 -0.00620241 -0.00571801 0.258469 -0.00640866 0.0313235 0.159574 -0.00959636 -0.30154 -0.445647 0.700479 -0.20195 -0.142635 -0.673406 internal_weight=0 1222 1190 1163 583 457 580 46 433 102182 534 95315 6867 6822 6310 131 512 6179 111 6088 485 447 514 126 60 66 95268 95112 248 94864 7390 228 87474 156 91 45 132 104 47 internal_count=103404 1222 1190 1163 583 457 580 46 433 102182 534 95315 6867 6822 6310 131 512 6179 111 6088 485 447 514 126 60 66 95268 95112 248 94864 7390 228 87474 156 91 45 132 104 47 cat_boundaries=0 6 12 16 22 cat_threshold=76595712 536870912 0 33587200 16785472 1024 1073774848 536870912 4864 141697322 2282225664 1 1024 512 512 2 53827212 2097680 10584160 50331648 603988036 3072 is_linear=0 shrinkage=0.01 Tree=247 num_leaves=52 num_cat=11 split_feature=0 11 1 0 24 0 0 2 25 2 25 6 12 0 3 24 25 2 25 24 5 3 5 0 6 2 25 2 2 2 3 26 3 1 8 6 25 24 2 19 11 24 3 5 18 1 0 6 12 26 26 split_gain=888182 1.33456e+06 512577 633419 515539 698614 415681 377411 371029 303192 294134 349362 281694 642309 988788 285426 764403 897480 305134 324737 246687 244251 242792 208577 188532 238015 220258 320461 325260 269587 227227 172859 161979 149462 134294 105472 87596.1 149326 179110 86667.2 95557.9 80459.4 77068.1 646422 73398.2 52245.2 24001.9 13818.1 12638.8 3008.54 405.145 threshold=261.90500000000003 619.25400000000013 602.65050000000008 594.30750000000012 0 883.10000000000014 658.11750000000018 43.933 1 654.54975000000002 2 483.25025000000005 164.49524000000002 2.8222380000000005 95.870875000000012 3 4 54.445500000000003 5 6 388.83500000000009 48.83227500000001 43.422500000000007 272.97600000000006 64.609000000000023 1054.5000000000002 7 108.13500000000002 136.53000000000003 228.79300000000003 117.51455000000003 2022.5000000000002 39.465500000000013 35.564 228.51250000000002 1070.9310000000003 8 9 381.19000000000005 224.52200000000002 126.68500000000002 10 233.25100000000003 148.09087000000002 437.18000000000001 383.96180000000004 1438.4900000000002 884.13250000000005 422.00100000000003 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 1 2 2 2 9 2 9 2 2 2 2 1 9 2 9 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 1 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=10 2 4 -4 9 6 8 46 -6 23 11 12 15 22 -15 16 49 -18 21 -20 32 -17 48 -2 25 36 27 30 -29 -30 41 -32 47 -8 -25 39 37 38 -12 40 -28 -26 45 -44 -39 -38 -7 -13 -14 -1 -27 right_child=1 -3 3 -5 5 7 33 -9 -10 -11 24 20 13 14 -16 18 17 -19 19 -21 -22 -23 -24 34 26 50 35 28 29 -31 31 -33 -34 -35 -36 -37 42 44 -40 -41 -42 -43 43 -45 -46 -47 -48 -49 -50 -51 -52 leaf_value=0.85510524061031468 0.94674058005923312 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7 2 4 6 25 1 12 2 25 25 19 25 0 2 3 15 1 3 1 24 25 1 24 19 split_gain=557902 1.3002e+06 814207 660321 509599 1.10068e+06 705440 398643 226322 562017 228528 208463 354898 1.01236e+06 783380 284607 672729 330742 249924 237284 219289 219092 210493 190270 125984 118118 306458 143402 137130 160571 84983.6 178639 89458.3 56801.3 76535.1 33982.9 10368.1 655.661 threshold=335.27750000000009 371.89150000000006 243.40690000000004 36.594350000000013 0 334.96500000000003 194.61300000000003 46.223500000000008 1 118.52004000000001 104.3035 2 3 414.53600000000012 153.91890000000004 436.65050000000002 301.86800000000011 1070.9310000000003 4 7.8769000000000009 1040.4400000000003 115.97000000000001 5 6 571.72250000000008 7 252.12500000000003 277.77250000000009 603.67000000000019 437.65500000000003 543.52500000000009 123.09910000000001 16.910250000000001 8 9 543.52500000000009 10 909.65338200000008 decision_type=2 2 2 2 9 2 2 2 1 2 2 9 1 2 2 2 2 2 9 2 2 2 9 9 2 9 2 2 2 2 2 2 2 1 9 2 1 2 left_child=11 2 3 4 5 7 -7 -2 10 -10 -6 12 18 15 21 17 19 23 -1 -17 22 35 33 -14 30 26 27 -20 29 -27 32 -32 -24 -13 -35 -15 -36 -26 right_child=1 -3 -4 -5 8 6 -8 -9 9 -11 -12 20 13 14 -16 16 -18 -19 25 -21 -22 -23 24 -25 37 28 -28 -29 -30 -31 31 -33 -34 34 36 -37 -38 -39 leaf_value=0.32061821532249452 0.60316835513481726 2.1927729428175726 -1.685726140893024 1.4921336638621796 -0.07874902998997009 3.457437781333923 0.80142593765258796 -0.66900471230347947 -0.0074338975166663148 0.90560573433720792 -0.94464237976074217 -0.01532958711896624 0.25338582309160368 0.57735900615823688 2.6039001572132112 0.51571138612685663 2.127847820628773 1.2499795673204506 -0.01423361662957303 -0.6074750679510611 0.9885783997449008 1.453062239560214 -0.011405493197432842 0.038244674329496124 0.58461569876897901 -0.10496382951237361 1.151093457263449 0.60360553641068304 0.50773826950474787 0.70029888839721677 -0.073470556885004049 -1.0078987565407387 0.026827021436464912 -0.3774759821261256 -0.025940763699380975 0.13440042628798374 -0.16663212341750228 0.50461258697509759 leaf_weight=190 78 33 23 39 236 20 20 36 312 86 35 151 424 29 24 62 22 23 3295 27 22 22 80443 8165 21 2605 23 38 38 25 96 26 6624 232 104 43 139 20 leaf_count=190 78 33 23 39 236 20 20 36 312 86 35 151 424 29 24 62 22 23 3295 27 22 22 80443 8165 21 2605 23 38 38 25 96 26 6624 232 104 43 139 20 internal_value=0 0.243833 0.171161 0.220706 0.160456 0.659392 2.12943 0.201429 0.0352216 0.185203 -0.183798 -0.00378682 0.0305838 0.0712617 0.991386 0.0588965 0.562026 0.0524117 -0.0273125 0.174969 -0.00967747 0.579681 -0.00992854 0.0492048 -0.00860476 -0.0387996 0.000746403 -0.00718955 -0.0883604 -0.0973092 -0.00886635 -0.272611 -0.00849679 -0.191199 -0.245638 0.312814 -0.109824 0.54559 internal_weight=0 918 885 862 823 154 40 114 669 398 271 102933 15055 8841 118 8723 111 8612 6214 89 87878 94 87856 8589 87230 6024 3356 3333 2668 2630 87189 122 87067 626 475 72 243 41 internal_count=103851 918 885 862 823 154 40 114 669 398 271 102933 15055 8841 118 8723 111 8612 6214 89 87878 94 87856 8589 87230 6024 3356 3333 2668 2630 87189 122 87067 626 475 72 243 41 cat_boundaries=0 4 5 11 12 17 22 26 31 32 37 38 cat_threshold=1048576 0 512 33554432 2187 880836864 536887424 906 208834858 2281709570 640 2444 0 0 0 32768 2147483648 1073741824 0 4096 0 524320 0 536870912 0 2228480 880803840 16512 386 1052672 134225920 69 1073741824 0 0 0 32 2186 is_linear=0 shrinkage=0.01 Tree=251 num_leaves=43 num_cat=12 split_feature=0 16 13 25 24 6 3 0 11 2 3 6 25 24 2 10 4 25 6 4 25 8 4 25 25 24 25 0 2 3 15 19 11 0 25 10 7 24 0 0 11 19 split_gain=546799 1.27433e+06 835080 725194 911567 495044 473544 612308 409502 686134 318733 249008 204363 347822 591195 717764 585818 390149 287978 391827 253718 298197 246950 245172 171742 133554 115768 300359 140548 134401 157376 105957 102139 99499.8 204820 90603.4 58102 83483.9 62005.8 32836.1 9932.41 3048.65 threshold=335.27750000000009 371.89150000000006 332.25000000000006 0 1 153.80500000000004 8.0827500000000025 468.26850000000007 140.94174000000001 590.51250000000016 471.50829000000004 157.82700000000003 2 3 108.13500000000002 377.13375000000002 448.18200000000007 4 550.73124000000007 4.4316985000000004 5 551.49600000000009 0.3044 6 7 8 9 252.12500000000003 277.77250000000009 603.67000000000019 437.65500000000003 571.72250000000008 671.11374000000012 50.541375000000009 10 1092.2834 33.363500000000009 11 594.30750000000012 438.09750000000008 901.21050000000014 909.65338200000008 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 9 1 2 2 2 9 2 2 9 2 2 9 9 1 9 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 left_child=12 2 3 4 6 -4 7 -2 9 -6 -8 -10 13 23 18 16 17 -16 20 -20 22 -22 -15 -1 25 -14 27 28 -25 30 -28 32 33 35 -35 -26 37 39 -39 -5 -34 -33 right_child=1 -3 5 36 8 -7 10 -9 11 -11 -12 -13 24 14 15 -17 -18 -19 19 -21 21 -23 -24 26 31 -27 29 -29 -30 -31 -32 41 40 34 -36 -37 -38 38 -40 -41 -42 -43 leaf_value=0.31757236141860484 3.1928024117151899 2.1708453346743726 -0.17660365104675294 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22 109 1064 100 23 30 341 30 24 7116 36 77 3295 84179 329 2605 23 38 38 25 21 20 847 2299 21 31 143 83 66 32 21 internal_value=0 0.241395 0.169449 0.240547 0.495333 -1.15772 1.2338 1.94882 0.223324 0.363135 0.675273 -0.639415 -0.00374893 0.030282 0.0705524 0.406769 0.322536 0.230552 0.0507387 0.778642 0.0459989 0.0237227 0.183811 -0.0270343 -0.00958136 -0.204885 -0.0384116 0.000738938 -0.00711765 -0.0874768 -0.0963361 -0.00857974 -0.00882203 -0.00855826 0.0466579 -0.0106213 -0.0939478 -0.134381 -0.0145781 -0.342397 -0.451884 0.493572 internal_weight=0 918 885 840 470 45 117 61 353 306 56 47 102933 15055 8841 494 471 441 8347 54 8293 7152 1141 6214 87878 438 6024 3356 3333 2668 2630 87440 87398 87346 3146 84200 370 339 226 113 52 42 internal_count=103851 918 885 840 470 45 117 61 353 306 56 47 102933 15055 8841 494 471 441 8347 54 8293 7152 1141 6214 87878 438 6024 3356 3333 2668 2630 87440 87398 87346 3146 84200 370 339 226 113 52 42 cat_boundaries=0 5 6 12 13 16 21 26 31 32 37 43 44 cat_threshold=68190720 16384 544 33554432 16785408 2321 880836864 536887424 906 208834858 2281709570 640 2444 0 128 520 256 536870912 8 3277090 2 0 0 0 32768 2147483648 1073741824 0 4096 0 16416 69 880803840 16512 386 1052672 134225920 2179080 304218161 32768 33562624 16777537 1 1425 is_linear=0 shrinkage=0.01 Tree=252 num_leaves=31 num_cat=4 split_feature=11 2 0 15 26 7 3 0 18 1 7 26 25 5 25 6 5 0 25 1 6 8 11 2 0 0 8 25 26 26 split_gain=541910 2.03201e+06 488026 622806 491400 280758 234699 229350 307069 456439 899508 226351 409856 367004 210345 217067 836209 208389 152410 139589 124897 104110 87982.4 85586.3 63588.9 32482 19965.2 24466.3 10471.1 9092.69 threshold=1085.9700000000003 15.581850000000001 883.10000000000014 36.88000000000001 2022.5000000000002 6.5679999999999996 36.026400000000002 51.78475000000001 600.66250000000014 602.65050000000008 146.25599000000003 2022.5000000000002 0 543.52500000000009 1 884.13250000000005 76.50500000000001 1077.3535000000002 2 1083.8250000000003 1070.9310000000003 1117.4100000000001 1429.7025000000001 1054.5000000000002 1438.4900000000002 1438.4900000000002 3.9778180000000005 3 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 left_child=2 22 7 4 6 24 17 14 9 11 19 12 -9 -13 26 18 20 -4 23 -11 -17 -20 -2 -16 -6 -19 27 29 -29 -1 right_child=1 -3 3 -5 5 -7 -8 8 -10 10 -12 13 -14 -15 15 16 -18 25 21 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.068928675088989602 0.20685292959213258 3.5612573084831243 1.3011817086261253 2.1827237749099733 -0.16839246749877931 -1.28764399433136 1.7861157875061036 0.23140779533584913 -0.98151609148297991 -0.18311582273907132 2.0286794628415787 0.0063302946482467282 -0.035822916788653014 -0.80532915357957802 0.029290246708853634 0.46909235295795254 2.1241183326555335 0.39157090401649475 -0.010124283334222366 0.72068308191299435 -0.50640609727587016 0.56036963164806364 -0.69120368719100955 0.57331349997684877 0.52765833718436106 -0.17835879564285279 -0.50167695569992066 -0.33036634571624524 -0.1992208589389261 -0.16944849096156739 leaf_weight=178 20 20 23 20 35 20 20 1415 28 54 35 2459 963 57 10235 21 23 20 87572 25 35 32 24 29 21 20 20 132 113 182 leaf_count=178 20 20 23 20 35 20 20 1415 28 54 35 2459 963 57 10235 21 23 20 87572 25 35 32 24 29 21 20 20 132 113 182 internal_value=0 0.918333 -0.0021325 0.519567 0.310364 -0.270603 0.842334 -0.00303382 0.0627905 0.0686293 0.694146 0.0540586 0.124012 -0.0120579 -0.00639676 -0.00521942 0.518753 0.542721 -0.00564291 0.102896 -0.140594 -0.00991476 -0.282996 0.0307973 0.0926266 0.106606 -0.187815 -0.180544 -0.259295 -0.116511 internal_weight=0 64 103787 179 159 76 83 103608 5036 5008 114 4894 2378 2516 98572 97947 79 63 97868 79 56 87604 44 10264 56 40 625 605 245 360 internal_count=103851 64 103787 179 159 76 83 103608 5036 5008 114 4894 2378 2516 98572 97947 79 63 97868 79 56 87604 44 10264 56 40 625 605 245 360 cat_boundaries=0 6 11 17 22 cat_threshold=312964 512 268501608 33554432 8708 1024 1073741824 0 4096 0 524320 872415488 537018496 394 208834858 2281775106 640 0 0 0 0 524320 is_linear=0 shrinkage=0.01 Tree=253 num_leaves=29 num_cat=4 split_feature=11 2 0 15 7 2 0 10 25 18 20 25 1 11 11 25 2 2 11 11 11 7 6 3 25 0 0 2 split_gain=531126 1.99158e+06 478314 610412 415161 512053 225912 355953 324349 328020 665637 194187 170900 690737 261197 166901 475418 151344 96766.6 86231.6 85480.9 87304.9 41863.7 18064.6 24486.9 16223.4 23903.2 238.72 threshold=1085.9700000000003 15.581850000000001 883.10000000000014 36.88000000000001 6.5679999999999996 228.79300000000003 6.6497500000000009 897.08550000000014 0 27.724500000000003 22.060000000000006 1 365.42300000000006 37.069100000000013 448.92950000000002 2 1054.5000000000002 266.22500000000008 221.00625000000005 1429.7025000000001 559.42150000000004 883.10000000000014 13.029000000000002 5.423635 3 1077.3535000000002 1438.4900000000002 0.9459000000000003 decision_type=2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 left_child=2 19 6 4 5 25 11 8 9 10 -8 23 14 -14 -10 16 17 -13 -11 -2 21 -17 -22 24 27 -4 -27 -1 right_child=1 -3 3 -5 -6 -7 7 -9 12 18 -12 15 13 -15 -16 20 -18 -19 -20 -21 22 -23 -24 -25 -26 26 -28 -29 leaf_value=-0.11444872297861197 0.20478440713882445 3.5256446056365967 0.084871967434883122 2.1608965654373167 -0.82257398605346677 2.0122521228790284 0.1760400149290024 1.1056198015520651 0.0078209884189921371 -0.53814017884433274 1.5922963406057919 0.022680401328161025 0.62784054506236109 -0.91976583984163074 0.88558548674863935 -0.012161526923962248 1.2301150599392978 0.33771413763107794 0.23954318338632583 -0.68429164489110306 -0.20509170234203339 0.42842924817403161 -0.75687391090393064 -0.48324541735649107 -0.25701390134811403 0.51570591710862657 0.16956242837403948 -0.1500195770263672 leaf_weight=333 20 20 32 20 27 20 1386 31 11638 80 34 9430 145 36 34 79864 33 155 20 24 44 45 20 20 240 42 38 20 leaf_count=333 20 20 32 20 27 20 1386 31 11638 80 34 9430 145 36 34 79864 33 155 20 24 44 45 20 20 240 42 38 20 internal_value=0 0.90915 -0.00211099 0.514371 0.307261 0.538363 -0.0030033 0.0353028 0.0328217 0.169849 0.20995 -0.00869546 0.0150936 0.320029 0.0103779 -0.00747017 0.031867 0.0277748 -0.382604 -0.280166 -0.0122045 -0.0119134 -0.377524 -0.184639 -0.177682 0.275169 0.351288 -0.113256 internal_weight=0 64 103787 179 159 132 103608 13404 13373 1520 1420 90204 11853 181 11672 89591 9618 9585 100 44 79973 79909 64 613 593 112 80 353 internal_count=103851 64 103787 179 159 132 103608 13404 13373 1520 1420 90204 11853 181 11672 89591 9618 9585 100 44 79973 79909 64 613 593 112 80 353 cat_boundaries=0 5 10 15 20 cat_threshold=71335940 0 65544 0 16 1073741824 0 4096 0 524320 805306624 537018528 898 208834858 2281776258 0 0 0 0 524320 is_linear=0 shrinkage=0.01 Tree=254 num_leaves=29 num_cat=8 split_feature=11 2 0 3 2 0 10 25 24 0 18 25 1 11 11 25 2 24 11 11 7 24 25 1 0 6 24 0 split_gain=520557 1.95194e+06 468796 535113 295785 221419 348869 317894 720620 860308 279976 190412 167499 676992 255999 163580 465958 160112 84515.6 83779.8 85567.5 57282.4 73980.9 42318.1 94659.8 41030.7 10661.8 3600.59 threshold=1085.9700000000003 15.581850000000001 883.10000000000014 383.96180000000004 81.389000000000024 6.6497500000000009 897.08550000000014 0 1 30.422500000000003 66.33687500000002 2 365.42300000000006 37.069100000000013 448.92950000000002 3 1054.5000000000002 4 1429.7025000000001 559.42150000000004 883.10000000000014 5 6 198.78000000000003 1077.3535000000002 13.029000000000002 7 1438.4900000000002 decision_type=2 2 2 2 2 2 2 9 1 2 2 9 2 2 2 9 2 1 2 2 2 1 9 2 2 2 1 2 left_child=2 18 5 4 23 11 7 8 9 -7 -10 21 14 -14 -9 16 17 -13 -2 20 -17 -1 -23 24 -4 -21 -24 -26 right_child=1 -3 3 -5 -6 6 -8 12 10 -11 -12 15 13 -15 -16 19 -18 -19 -20 25 -22 22 26 -25 27 -27 -28 -29 leaf_value=-0.007100912980735302 0.20273651361465456 3.4903883047103883 -0.5514074375011303 1.7038922500610352 1.1645840315983214 1.4027458227571754 1.094563577713505 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103608 13404 13373 1520 276 1244 90204 11853 181 11672 89591 9618 9585 44 79973 79909 613 463 119 99 64 237 72 internal_count=103851 64 103787 179 148 103608 13404 13373 1520 276 1244 90204 11853 181 11672 89591 9618 9585 44 79973 79909 613 463 119 99 64 237 72 cat_boundaries=0 5 6 11 16 17 18 23 24 cat_threshold=71335940 0 65544 0 16 1056 1073741824 0 4096 0 524320 805306624 537018528 898 208834858 2281776258 578 69 1073741824 0 0 0 32 2186 is_linear=0 shrinkage=0.01 Tree=255 num_leaves=41 num_cat=6 split_feature=25 0 6 1 14 6 2 0 14 7 4 2 2 5 1 2 0 2 25 6 9 13 0 4 6 0 7 9 25 4 5 1 4 25 9 4 25 1 25 10 split_gain=640310 764249 721818 327525 285626 505374 690853 316812 355339 541922 251345 234054 694471 196248 193188 613809 168362 140253 375299 264063 211414 171548 152631 116466 118119 115429 135201 178406 120021 93566.6 92798 98812.3 74148.2 171666 168554 93463.2 59456.4 61335.5 53298.6 47318.5 threshold=0 883.10000000000014 345.35355000000004 61.090000000000011 22.314000000000004 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1252 20 24 22 21 20 22 21 25 228 45 10029 59718 22194 36 104 261 22 36 55 23 205 25 21 internal_value=0 0.0854102 0.9373 0.074964 0.0923023 -0.12575 -0.0818503 0.761733 1.04729 -0.14946 0.0520802 0.510006 0.0854232 0.0812824 0.14081 0.020064 -0.364663 -0.00485861 0.0702575 0.232646 0.775328 1.67516 0.154022 -0.0835971 -0.00682543 -0.00699649 -0.00674974 0.113755 0.374395 -0.00692852 -0.00127544 -0.0238123 0.00990081 0.0196044 0.143419 -0.019897 0.377275 -0.0325216 0.0143482 0.0380169 0.939018 -0.554028 internal_weight=0 7843 96 7747 7131 616 593 44 51 549 291 76 7080 7044 3558 3486 258 95613 2439 650 86 42 564 44 93174 93152 93110 543 110 93085 69747 23338 1789 1753 424 1329 140 1307 284 433 48 42 internal_count=103456 7843 96 7747 7131 616 593 44 51 549 291 76 7080 7044 3558 3486 258 95613 2439 650 86 42 564 44 93174 93152 93110 543 110 93085 69747 23338 1789 1753 424 1329 140 1307 284 433 48 42 cat_boundaries=0 6 7 8 14 19 20 21 27 32 33 38 cat_threshold=1073774592 536903680 4608 41025538 2148532256 1 2248 2139 0 0 0 4194304 2147483680 1 36765696 147488 8388618 0 8197 52 2184 605028608 12731010 312 335548960 24594 128 1048576 147458 8 65824 540688 2816 1048576 16416 8388616 0 8192 is_linear=0 shrinkage=0.01 Tree=260 num_leaves=22 num_cat=3 split_feature=2 12 4 0 25 0 18 1 3 6 25 12 8 1 3 2 2 2 3 25 6 split_gain=426592 3.37163e+06 574432 763070 295423 270182 366555 456847 674601 385335 355921 333660 315024 304417 296498 258788 165884 195865 142091 147338 96775.2 threshold=873.74500000000012 143.12500000000003 221.43500000000003 130.34875000000002 0 51.78475000000001 341.11206000000004 602.65050000000008 241.37250000000003 124.18500000000002 1 607.84575000000007 1449.0631000000001 383.96180000000004 1439.8675000000001 166.99750000000003 1432.0500000000002 1054.5000000000002 670.0675 2 65.664875000000009 decision_type=2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 left_child=4 2 3 16 -1 12 7 10 15 -8 11 -7 14 -12 18 -9 17 -2 19 -6 -20 right_child=1 -3 -4 -5 5 6 9 8 -10 -11 13 -13 -14 -15 -16 -17 -18 -19 20 -21 -22 leaf_value=0.4710686118675001 -0.61414629669189524 3.8120311573835521 -1.5951419292796742 1.8923804582868302 0.031515883260599759 0.13365007969415882 0.19939136919767961 0.56277772144035054 1.8849430202035342 -1.5338453315866405 -0.067770471969556351 -1.0750963061788807 1.1395217164357503 1.0223215719369743 0.88870487110034846 -0.72390223156322142 -0.81442745085685486 0.51973163653642707 -0.20736296163286483 -0.010190325155550241 -0.91120741685231521 leaf_weight=122 25 26 22 21 9356 3217 23 54 34 29 1743 23 24 26 37 22 31 39 105 88641 24 leaf_count=122 25 26 22 21 9356 3217 23 54 34 29 1743 23 24 26 37 22 31 39 105 88641 24 internal_value=0 0.508709 -0.113656 0.167316 -0.00171141 -0.00231482 0.0681373 0.0766231 0.714111 -0.767221 0.0626236 0.124685 -0.0060254 -0.0514579 -0.00630548 0.190318 -0.214014 0.0768106 -0.00664296 -0.00620636 -0.338311 internal_weight=0 164 138 116 103480 103358 5171 5119 110 52 5009 3240 98187 1769 98163 76 95 64 98126 97997 129 internal_count=103644 164 138 116 103480 103358 5171 5119 110 52 5009 3240 98187 1769 98163 76 95 64 98126 97997 129 cat_boundaries=0 5 11 17 cat_threshold=0 0 0 0 2147483680 47547908 33554448 278987368 1114112 134225924 5121 1611677696 541114402 4248 240287784 24576 128 is_linear=0 shrinkage=0.01 Tree=261 num_leaves=24 num_cat=3 split_feature=2 12 4 0 25 0 18 1 6 25 9 6 12 8 26 2 25 16 10 8 2 7 26 split_gain=418102 3.30453e+06 563001 747885 289986 264805 359260 447756 377667 348838 358232 329572 327020 308755 221424 195587 120697 176184 135475 98949.4 133755 50790.7 13524.1 threshold=873.74500000000012 143.12500000000003 221.43500000000003 130.34875000000002 0 51.78475000000001 341.11206000000004 602.65050000000008 124.18500000000002 1 396.91800000000006 228.27997500000004 607.84575000000007 1449.0631000000001 2022.5000000000002 166.99750000000003 2 920.44288200000017 424.71125000000001 450.66846000000004 362.00600000000003 38.102750000000007 2022.5000000000002 decision_type=2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=4 2 3 14 22 13 7 9 -8 12 -11 15 -7 16 -2 -9 19 18 -18 20 -6 -21 -1 right_child=1 -3 -4 -5 5 6 8 11 -10 10 -12 -13 -14 -15 -16 -17 17 -19 -20 21 -22 -23 -24 leaf_value=0.61556872334973567 0.34218450313661158 3.7739108434090247 -1.5791904778914019 1.8734566132227579 0.021859447248615226 0.13231357650393039 0.19739744352257771 0.72661333268688566 -1.5185068903298213 -0.067564056986624973 1.188639543056488 1.7715404199517293 -1.064345348192298 1.128126510779063 -0.63254857946325227 -0.32115065002441406 -0.011266354625556672 0.84619372149308525 0.27998985749110583 -0.51697320241554112 0.37860549900891649 0.077621418952941904 0.40474008679389956 leaf_weight=58 41 26 22 21 12337 3217 23 62 29 1746 23 23 23 24 54 25 85465 24 160 51 106 20 64 leaf_count=58 41 26 22 21 12337 3217 23 62 29 1746 23 23 23 24 54 25 85465 24 160 51 106 20 64 internal_value=0 0.503622 -0.112519 0.165643 -0.00169382 -0.00229165 0.067456 0.0758569 -0.759549 0.0619973 -0.0509433 0.70697 0.123438 -0.00596513 -0.211874 0.425532 -0.0062424 -0.0104808 -0.0107221 0.0227562 0.0248985 -0.349482 0.466715 internal_weight=0 164 138 116 103480 103358 5171 5119 52 5009 1769 110 3240 98187 95 87 98163 85649 85625 12514 12443 71 122 internal_count=103644 164 138 116 103480 103358 5171 5119 52 5009 1769 110 3240 98187 95 87 98163 85649 85625 12514 12443 71 122 cat_boundaries=0 5 11 17 cat_threshold=0 0 0 0 2147483680 47547908 33554448 278987368 1114112 134225924 5121 1611678208 541114402 16781528 508723240 24576 384 is_linear=0 shrinkage=0.01 Tree=262 num_leaves=26 num_cat=6 split_feature=2 12 4 0 25 0 18 1 6 25 6 15 8 1 1 2 1 2 25 16 24 25 25 6 0 split_gain=409782 3.23877e+06 551798 733002 284215 259535 353627 484196 398876 359326 355062 304208 302611 297846 240659 162518 193121 159953 118427 162465 146555 207176 144254 99011.2 54877.3 threshold=873.74500000000012 143.12500000000003 221.43500000000003 130.34875000000002 0 51.78475000000001 220.99525000000003 602.65050000000008 228.27997500000004 1 124.18500000000002 172.52450000000002 1449.0631000000001 383.96180000000004 285.3250000000001 1432.0500000000002 7.8769000000000009 166.99750000000003 2 920.44288200000017 3 4 5 53.40420000000001 252.12500000000003 decision_type=2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 1 9 9 2 2 left_child=4 2 3 15 -1 12 7 9 17 11 24 -7 18 -11 -12 16 -2 -9 20 23 22 -22 -6 -20 -8 right_child=1 -3 -4 -5 5 6 10 8 -10 13 14 -13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 leaf_value=0.46204762140909827 0.47567127171016876 3.736171746987563 -1.5633985848860308 1.8547221438090007 -0.11305137479063218 0.10901097714851452 -0.27589632034301759 0.70453440212812579 1.9431752993843774 -0.067945854724690988 -0.48275889748334883 0.67765901990772526 1.1168452374140423 1.0103582279498762 -2.0340774497985841 -0.80404528094876204 -0.68088947816328571 -0.25915191650390623 -0.011951353854308682 0.79607622318267834 0.15279815203804564 0.021526864250854587 0.016800785446710601 0.053373340907149347 0.42688056755065917 leaf_weight=122 42 26 22 21 1172 3122 25 61 22 1734 20 97 24 26 20 31 22 24 85425 25 1648 4415 3093 2385 20 leaf_count=122 42 26 22 21 1172 3122 25 61 22 1734 20 97 24 26 20 31 22 24 85425 25 1648 4415 3093 2385 20 internal_value=0 0.498586 -0.111394 0.163986 -0.00167688 -0.00226873 0.0667814 0.0774721 0.743054 0.0631686 -0.5729 0.125756 -0.00590548 -0.0517225 -1.25842 -0.209756 0.0781035 0.432435 -0.00617998 -0.00994646 0.0258369 0.0574009 -0.0190629 -0.0101771 0.036449 internal_weight=0 164 138 116 103480 103358 5171 5086 107 4979 85 3219 98187 1760 40 95 64 85 98163 87835 10328 6063 4265 87810 45 internal_count=103644 164 138 116 103480 103358 5171 5086 107 4979 85 3219 98187 1760 40 95 64 85 98163 87835 10328 6063 4265 87810 45 cat_boundaries=0 5 11 17 18 22 26 cat_threshold=0 0 0 0 2147483680 47547908 33554448 278987368 1114112 134225924 5121 1611677696 541114402 4312 508723240 24576 128 3716 1074790400 536920064 8 4325384 1074790400 536920064 8 131072 is_linear=0 shrinkage=0.01 Tree=263 num_leaves=25 num_cat=4 split_feature=2 12 26 25 0 18 1 3 25 0 1 1 3 2 3 0 25 24 4 0 3 5 26 26 split_gain=401626 3.17432e+06 549022 278983 254370 346589 474561 616328 352175 349987 303707 291919 289679 178345 158704 158339 148881 344376 158677 119239 108173 55487.4 74477.8 13254.9 threshold=873.74500000000012 143.12500000000003 2022.5000000000002 0 51.78475000000001 220.99525000000003 602.65050000000008 241.37250000000003 1 367.42525000000006 383.96180000000004 383.96180000000004 1439.8675000000001 166.99750000000003 670.0675 130.34875000000002 2 3 1086.5100000000002 205.86150000000001 7.7340000000000009 232.46600000000004 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 left_child=3 2 15 23 12 6 8 13 10 19 -6 -10 14 -8 16 -2 17 -5 -18 -7 -4 22 -16 -1 right_child=1 -3 20 4 5 9 7 -9 11 -11 -12 -13 -14 -15 21 -17 18 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.60479254821251183 0.2139142837524414 3.6988100781807534 -0.47378972970522371 0.22354646253170271 0.14280872537376621 -0.45012022195323825 0.52129977082306478 1.8477036274180694 -0.067266394868579008 -1.3726632808916497 -0.40150018327641035 1.0002546838613657 0.87881318556295851 -0.58695348978042605 0.068602173896062948 1.2655134531429837 -0.0078385326554883689 -0.030767882269966025 0.62212890815734867 0.52581219627743681 -1.3391759471893312 -0.81211385553533377 -0.46850967521098119 0.39607220947742461 leaf_weight=58 45 26 52 908 3113 31 53 34 1734 33 106 26 37 20 42 21 95803 1268 40 21 20 22 67 64 leaf_count=58 45 26 52 908 3113 31 53 34 1734 33 106 26 37 20 42 21 95803 1268 40 21 20 22 67 64 internal_value=0 0.4936 -0.11028 -0.00165959 -0.00224597 0.0661136 0.0766974 0.735624 0.0625369 -0.567171 0.124498 -0.0512053 -0.00584634 0.217669 -0.00617984 0.548514 -0.00571497 0.0758894 -0.00757483 -0.0559937 -0.714175 -0.35401 -0.261549 0.457777 internal_weight=0 164 138 103480 103358 5171 5086 107 4979 85 3219 1760 98187 73 98150 66 98019 2176 95843 52 72 131 109 122 internal_count=103644 164 138 103480 103358 5171 5086 107 4979 85 3219 1760 98187 73 98150 66 98019 2176 95843 52 72 131 109 122 cat_boundaries=0 5 11 16 17 cat_threshold=0 0 0 0 2147483680 47547908 33554448 278987368 1114112 134225924 5121 1073741824 536870914 4104 135430184 16384 91 is_linear=0 shrinkage=0.01 Tree=264 num_leaves=28 num_cat=1 split_feature=2 12 4 0 0 18 1 3 6 8 11 15 17 24 1 3 2 2 2 3 6 1 3 6 2 0 0 split_gain=393633 3.11115e+06 541411 712880 260007 341824 462271 604063 344543 267862 236065 279784 303966 249836 235295 219095 174796 158976 192656 145838 125724 171026 109617 91750.3 67216.9 66450.5 53691.9 threshold=873.74500000000012 143.12500000000003 221.43500000000003 130.34875000000002 51.78475000000001 220.99525000000003 602.65050000000008 241.37250000000003 124.18500000000002 1449.0631000000001 796.68750000000011 172.52450000000002 130.66300000000004 0 285.3250000000001 1439.8675000000001 166.99750000000003 1432.0500000000002 1054.5000000000002 670.0675 53.40420000000001 414.53600000000012 514.39811750000013 65.664875000000009 55.173000000000009 242.38250000000002 252.12500000000003 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 left_child=4 2 3 17 9 6 10 16 26 15 11 13 -13 -6 -10 19 25 18 -2 20 22 -22 -1 24 -21 -8 -7 right_child=1 -3 -4 -5 5 8 7 -9 14 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 23 21 -23 -24 -25 -26 -27 -28 leaf_value=-0.0077077624411428175 -0.60554483509063728 3.6618218348576472 -1.5474510522322222 1.8309658148742858 -0.077542645363969737 -0.27019765567779541 0.095766269510442564 1.829226620618035 -0.46982002457976346 1.0296947219848633 -0.92541428724924735 0.30812885550090247 1.600860113664107 0.094878424127712177 -2.0037535858154296 0.74382834923573027 -0.58108397293090819 -0.79275506542574981 0.51900508391551481 -0.34508842116310484 0.048994717572640692 0.65079934279123952 0.36032137841354184 -0.89807267030080151 0.26504899605460791 0.8143787556309855 0.42494754600524898 leaf_weight=95062 25 26 22 21 1075 25 22 34 20 25 24 105 22 3760 20 39 20 31 39 84 2916 48 81 24 23 31 20 leaf_count=95062 25 26 22 21 1075 25 22 34 20 25 24 105 22 3760 20 39 20 31 39 84 2916 48 81 24 23 31 20 internal_value=0 0.488664 -0.109177 0.163599 -0.00164281 0.0674232 0.0779197 0.728268 -0.5615 -0.00528083 0.0639632 0.0687486 0.532067 0.0565787 -1.23679 -0.00554411 0.215492 -0.204977 0.0797278 -0.0058416 -0.00539638 0.0587405 -0.00739444 -0.339275 -0.213937 0.516087 0.0387558 internal_weight=0 164 138 116 103480 5178 5093 107 85 98302 4986 4962 127 4835 40 98277 73 95 64 98238 98107 2964 95143 131 107 53 45 internal_count=103644 164 138 116 103480 5178 5093 107 85 98302 4986 4962 127 4835 40 98277 73 95 64 98238 98107 2964 95143 131 107 53 45 cat_boundaries=0 1 cat_threshold=641 is_linear=0 shrinkage=0.01 Tree=265 num_leaves=27 num_cat=3 split_feature=11 10 25 2 3 24 10 2 2 12 4 1 6 10 2 7 14 10 25 1 11 18 4 2 4 2 split_gain=528563 1.78943e+06 318914 357615 282287 322462 488463 651273 954742 417580 318326 888404 185059 724844 337655 579448 169946 190361 141515 114304 108917 108296 95126.7 74622.3 29558.5 13633.1 threshold=1085.9700000000003 129.93500000000003 0 873.74500000000012 1439.8675000000001 1 522.5150000000001 23.061000000000003 57.433500000000009 333.75500000000005 678.11800000000005 26.032500000000002 187.61750000000004 553.80150000000015 103.80570000000002 369.57140000000004 766.49265000000003 118.69500000000002 2 1449.0631000000001 671.11374000000012 887.50750000000005 87.012500000000017 1054.5000000000002 1.4150000000000003 1432.0500000000002 decision_type=2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=2 -2 4 12 5 6 7 9 -9 -1 16 -12 19 14 18 -16 17 -7 -14 20 21 -4 23 -5 -22 -25 right_child=1 -3 3 22 -6 10 -8 8 -10 -11 11 -13 13 -15 15 -17 -18 -19 -20 -21 24 -23 -24 25 -26 -27 leaf_value=0.089642831175752488 -0.27640751089368548 3.2987368738083616 -0.0057144251043987357 0.053189815438312034 1.1590522416432698 -0.042028825017550377 -1.0036118044172015 1.4979581619140714 0.27892250655204293 1.4763945995677603 2.0139809390476771 -0.4832841498276283 0.20180656674529324 1.8144933891296386 0.27861330286452646 2.0892639102935791 0.77825894461737732 0.27374026271903401 -0.090716899911498464 0.62210745647035792 -0.27443758810720137 0.71248349098932184 -1.2005477600097656 -0.48867033864825205 -0.76753214645385737 -0.78098765973691586 leaf_weight=1671 42 21 97329 23 24 2607 35 86 254 22 28 29 228 25 152 20 27 206 532 29 31 21 20 39 20 27 leaf_count=1671 42 21 97329 23 24 2607 35 86 254 22 28 29 228 25 152 20 27 206 532 29 31 21 20 39 20 27 internal_value=0 0.915307 -0.000935038 -0.00488913 0.0769846 0.0719091 0.1669 0.187872 0.587267 0.107663 0.00351241 0.743443 -0.0042554 0.134126 0.0890514 0.489154 -0.0113259 -0.0189046 -0.00149815 -0.00561464 -0.00580154 -0.0055595 -0.577361 -0.43732 -0.467808 -0.608255 internal_weight=0 63 103485 98496 4989 4965 2068 2033 340 1693 2897 57 98387 957 932 172 2840 2813 760 97430 97401 97350 109 89 51 66 internal_count=103548 63 103485 98496 4989 4965 2068 2033 340 1693 2897 57 98387 957 932 172 2840 2813 760 97430 97401 97350 109 89 51 66 cat_boundaries=0 6 7 13 cat_threshold=1081344 16384 4096 134217994 2148007984 1 1053 0 512 64 35651584 68 1024 is_linear=0 shrinkage=0.01 Tree=266 num_leaves=29 num_cat=2 split_feature=11 10 3 24 0 12 6 0 16 10 0 3 9 0 11 12 9 0 5 4 16 24 10 8 3 18 15 10 split_gain=518045 1.75382e+06 218332 439034 723587 628668 708750 502157 450703 184985 218309 210012 129365 118524 107607 102687 531569 1.23321e+06 190630 178575 93855.5 88962.7 142107 137082 67762.2 40950.8 55107.2 6368.08 threshold=1085.9700000000003 129.93500000000003 76.615000000000009 0 883.10000000000014 521.05947000000003 673.95850000000007 538.27200000000016 292.29400000000004 332.17500000000007 227.10500000000002 218.42700000000005 199.13250000000002 367.42525000000006 671.11374000000012 75.785500000000027 396.91800000000006 56.359500000000004 518.47500000000002 194.61300000000003 348.30332000000004 1 332.17500000000007 1117.4100000000001 543.52500000000009 207.14214000000001 120.22750000000002 5.6990000000000007 decision_type=2 2 2 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=2 -2 14 7 5 6 8 9 -5 10 24 -11 -7 -12 15 20 18 -18 19 -17 21 23 -23 -1 -4 26 -22 -16 right_child=1 -3 3 4 -6 12 -8 -9 -10 11 13 -13 -14 -15 27 16 17 -19 -20 -21 25 22 -24 -25 -26 -27 -28 -29 leaf_value=0.0047415372059836074 -0.27364345085053216 3.2657495062691821 -0.083844689455663049 0.10516941786997698 1.613176670074463 -0.50841163349151619 1.6709701541264852 -1.3278423956668737 1.0371967212659008 1.3179356613159181 -1.0723308114444507 -0.13124453258514404 -1.6196492888710716 -0.17541413894066446 -0.34315142858319164 0.03156165193690981 -0.10789498048670153 3.0215101482868194 -0.80713909442608167 0.5256902311993884 -0.26115737281073403 -0.01487352805731902 0.29037185809581106 0.70463797705514097 0.27789157186235702 -0.61173895988464355 0.25384871788024904 -0.55404883731495258 leaf_weight=49635 42 21 688 2464 33 20 30 33 53 20 34 20 22 26 41 1458 34 20 26 77 123 48319 153 28 56 25 25 22 leaf_count=49635 42 21 688 2464 33 20 30 33 53 20 34 20 22 26 41 1458 34 20 26 77 123 48319 153 28 56 25 25 22 internal_value=0 0.906154 -0.00092558 0.0767202 0.141213 0.122996 0.143007 -0.116379 0.124795 -0.0703903 -0.103412 0.593346 -1.09049 -0.683667 -0.00364279 -0.0033823 0.0757097 1.05114 0.0419663 0.0563486 -0.00468162 -0.00427137 -0.0139072 0.0051351 -0.0566172 -0.237397 -0.174163 -0.416798 internal_weight=0 63 103485 3499 2622 2589 2547 877 2517 844 804 40 42 60 99986 99923 1615 54 1561 1535 98308 98135 48472 49663 744 173 148 63 internal_count=103548 63 103485 3499 2622 2589 2547 877 2517 844 804 40 42 60 99986 99923 1615 54 1561 1535 98308 98135 48472 49663 744 173 148 63 cat_boundaries=0 1 2 cat_threshold=2186 1055 is_linear=0 shrinkage=0.01 Tree=267 num_leaves=33 num_cat=2 split_feature=11 10 3 13 5 9 1 0 2 0 2 10 4 2 24 0 6 24 7 12 4 1 6 2 12 12 2 5 5 1 10 1 split_gain=507736 1.71892e+06 213988 444287 461854 713171 576477 491244 431309 285729 263532 232420 287922 225795 654385 322736 233254 219397 212996 177313 287499 205746 176198 129061 123774 323931 104914 99728.3 96110.9 174924 108119 53758.7 threshold=1085.9700000000003 129.93500000000003 76.615000000000009 419.83380000000005 368.28750000000008 57.868500000000004 242.38250000000002 22.151894000000002 408.041 1077.3535000000002 654.54975000000002 27.491687000000002 370.75000000000006 362.00600000000003 0 26.032500000000002 166.61000000000004 1 141.29500000000002 26.311000000000003 104.02000000000001 262.14225000000005 422.87500000000006 408.041 1040.4400000000003 1362.4500000000003 1054.5000000000002 284.54000000000008 764.58775000000003 130.14450000000002 1439.8675000000001 101.54109550000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 10 4 9 6 7 -6 27 17 13 -7 -13 24 15 23 31 22 -19 20 21 26 -4 -15 28 -26 -12 -5 30 -30 -1 -16 right_child=1 -3 3 8 5 11 -8 -9 -10 -11 19 12 -14 14 16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 -32 -33 leaf_value=-0.0034514300367655139 -0.27090700501487369 3.2330920546395436 -0.14715825725992179 0.084463414616054958 0.82474373083848218 -0.92248760871887214 -0.1598014057159424 2.4566603750501361 -1.9408499393463134 1.2014677355506205 -0.21796991760447873 -0.38639934047063196 1.1197467608885332 1.2043876178065938 -0.19624660912682029 1.8048721767293996 0.84742223930358895 0.066385474046317811 0.3568571994519486 0.49337095522880553 -1.6258747186660767 0.56839983210677192 0.78518353689284559 0.33874800060616167 1.3763841646367854 -0.3820445775985718 -0.82797412854653818 -0.79625476169586185 -0.11344543071503335 -1.1433541355133057 -0.70456490950150918 -0.66058457793611469 leaf_weight=99365 42 21 583 36 39 25 25 35 20 22 59 30 22 24 102 29 20 2338 283 20 20 21 21 61 22 20 54 20 94 20 22 33 leaf_count=99365 42 21 583 36 39 25 25 35 20 22 59 30 22 24 102 29 20 2338 283 20 20 21 21 61 22 20 54 20 94 20 22 33 internal_value=0 0.897093 -0.000916324 0.075953 0.0927435 0.591667 1.15306 1.5966 -0.680282 0.0656999 -0.00360636 -0.130127 0.250816 -0.00292852 0.286402 0.821857 -0.150715 0.0579521 0.0973774 -0.39244 -0.50748 -0.340555 -0.112874 0.583164 -0.00371039 0.539037 -0.509476 -0.230079 -0.00393949 -0.294131 -0.00360663 -0.309751 internal_weight=0 63 103485 3499 3423 176 99 74 76 3247 99986 77 52 99812 269 114 155 3225 2621 174 154 134 604 85 99543 42 113 56 99501 114 99387 135 internal_count=103548 63 103485 3499 3423 176 99 74 76 3247 99986 77 52 99812 269 114 155 3225 2621 174 154 134 604 85 99543 42 113 56 99501 114 99387 135 cat_boundaries=0 1 2 cat_threshold=1305 138 is_linear=0 shrinkage=0.01 Tree=268 num_leaves=27 num_cat=3 split_feature=25 18 17 7 8 0 2 2 8 2 24 5 5 1 0 8 8 15 0 24 1 4 0 1 15 26 split_gain=334478 548361 1.0841e+06 3.1551e+06 438882 345038 310376 268570 827789 560848 225110 555045 304342 165861 163137 201261 159209 139344 105363 271372 101508 79928.2 31366 18409.4 17009.9 5542.81 threshold=0 437.18000000000001 439.37528000000003 286.84000000000009 1117.4100000000001 233.37814 1054.5000000000002 381.19000000000005 109.80600000000001 537.86000000000013 1 368.28750000000008 88.917500000000004 1449.0631000000001 658.11750000000018 1117.4100000000001 253.56500000000003 55.497500000000009 354.51980000000003 2 211.31080500000004 81.253 1438.4900000000002 7.7340000000000009 11.413000000000002 2022.5000000000002 decision_type=9 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 left_child=1 2 4 17 7 24 13 10 9 -9 12 -12 -1 14 15 18 -10 -4 21 -20 22 -2 23 -16 -3 -8 right_child=6 5 3 -5 -6 -7 25 8 16 -11 11 -13 -14 -15 20 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 leaf_value=-0.0089170012497257114 -0.0063892919581839428 -0.50906504936218266 -0.6087405063629151 4.6625338516235351 1.177843475341797 -1.8181330573040506 -0.87811546325683598 1.2294031722169174 -1.2724565108617147 0.21353975810638562 0.05809679747027402 0.68317581665842497 -0.42766743487241315 0.88363381612868541 -0.22916272562603618 -0.77391210612128758 -0.25578308682109036 0.51112426853179938 0.50643747431891306 -0.080915760550864788 -1.0010209131240846 0.0550309753313152 -0.59737439727783204 0.10766536247730255 -0.13224188700966213 -0.67261380495343892 leaf_weight=1516 93238 25 25 20 35 23 21 95 24 127 5258 146 196 21 86 34 43 20 130 179 20 2168 20 20 23 35 leaf_count=1516 93238 25 25 20 35 23 21 95 24 127 5258 146 196 21 86 34 43 20 130 179 20 2168 20 20 23 35 internal_value=0 0.0635572 0.0719161 1.35776 0.0606822 -0.81106 -0.00541842 0.0554019 0.35424 0.648256 0.0432653 0.0748461 -0.0565279 -0.00498445 -0.00517905 -0.00466974 -0.619965 -0.111023 -0.00439648 0.179962 -0.339196 -0.00499358 -0.234144 -0.16561 -0.328504 -0.749677 internal_weight=0 7576 7505 65 7440 71 95972 7405 289 222 7116 5404 1712 95916 95895 95749 67 45 95715 309 146 95406 126 106 48 56 internal_count=103548 7576 7505 65 7440 71 95972 7405 289 222 7116 5404 1712 95916 95895 95749 67 45 95715 309 146 95406 126 106 48 56 cat_boundaries=0 6 7 8 cat_threshold=1081344 16384 4608 134250762 2148007984 1 896 595 is_linear=0 shrinkage=0.01 Tree=269 num_leaves=32 num_cat=6 split_feature=11 4 25 2 3 24 2 2 1 3 25 3 4 1 6 25 24 0 0 14 0 1 0 5 18 4 5 25 2 6 2 split_gain=496172 1.40836e+06 304121 340282 274959 314421 424329 934002 2.29088e+06 547198 327734 391945 308264 870064 178173 471200 808207 1.47538e+06 200932 165804 155942 109820 113605 172034 101569 92180.8 81113 100792 71121.5 41307.8 12929.1 threshold=1085.9700000000003 9.2080380000000037 0 873.74500000000012 1439.8675000000001 1 23.061000000000003 62.172000000000004 6.6537000000000015 11.826750000000002 2 364.96250000000003 678.11800000000005 26.032500000000002 187.61750000000004 3 4 180.52280000000005 147.71000000000001 766.49265000000003 883.10000000000014 1449.0631000000001 658.11750000000018 27.932000000000006 887.50750000000005 87.012500000000017 240.04000000000002 5 1054.5000000000002 288.21750000000009 1432.0500000000002 decision_type=2 2 9 2 2 1 2 2 2 2 9 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=2 -2 4 14 5 6 10 8 -8 -9 -1 -12 19 -14 21 16 17 -16 -18 20 -7 22 24 -24 -4 28 27 -17 -5 -28 -30 right_child=1 -3 3 25 -6 12 7 9 -10 -11 11 -13 13 -15 15 26 18 -19 -20 -21 -22 -23 23 -25 -26 -27 29 -29 30 -31 -32 leaf_value=0.58839941220020686 -0.13286442091298659 3.0791483650207523 -0.0053883364397253157 0.053531840158545452 1.1431179714202881 -0.02768086662252587 3.0352744763396511 0.58376897436996988 -0.084524370947709454 -0.33122149948312457 0.03771755061986428 1.1916562716166179 1.9881404631478448 -0.48321406578195508 0.62396465797901546 0.1774961656232675 0.18925456889470418 3.48692712133581 -0.61769565492868428 0.76794578057748297 0.65368920859168556 0.60980785896038181 -0.14794456821900828 -1.1417259187698365 0.65922220810599952 -1.1766513233184814 -0.027809389079058611 -0.085861280675179924 -0.47575493791164497 -0.52256881833076474 -0.76042554007636176 leaf_weight=117 43 20 97223 23 24 2779 43 145 52 119 1562 30 28 29 99 230 135 22 40 27 34 29 135 20 23 20 27 359 39 45 27 leaf_count=117 43 20 97223 23 24 2779 43 145 52 119 1562 30 28 29 99 230 135 22 40 27 34 29 135 20 23 20 27 359 39 45 27 internal_value=0 0.886822 -0.000902294 -0.00476359 0.0751887 0.0701779 0.163977 0.477306 1.3276 0.17133 0.0991172 0.0590914 0.00264519 0.730785 -0.00414541 0.131637 0.455315 1.05714 0.00454887 -0.0119596 -0.0194453 -0.00547912 -0.00566232 -0.276174 -0.00523115 -0.56319 -0.019896 0.0185336 -0.425334 -0.337034 -0.592211 internal_weight=0 63 103485 98496 4989 4965 2068 359 95 264 1709 1592 2897 57 98387 957 296 121 175 2840 2813 97430 97401 155 97246 109 661 589 89 72 66 internal_count=103548 63 103485 98496 4989 4965 2068 359 95 264 1709 1592 2897 57 98387 957 296 121 175 2840 2813 97430 97401 155 97246 109 661 589 89 72 66 cat_boundaries=0 6 7 12 17 18 24 cat_threshold=1081344 16384 4096 134217994 2148007984 1 1053 0 0 0 2 2147483648 0 0 576 33554432 8196 2400 8404992 512 32 2097152 64 1024 is_linear=0 shrinkage=0.01 Tree=270 num_leaves=38 num_cat=2 split_feature=2 16 18 0 3 24 3 7 16 0 24 1 9 1 1 6 6 26 3 5 3 18 10 8 14 14 10 18 8 6 8 5 3 8 10 16 16 split_gain=537728 2.77552e+06 455425 798314 481788 519585 600571 356622 175248 179771 286635 439351 471549 225509 211825 504235 196315 169063 444613 149198 1.27948e+06 147660 138360 154746 141792 126019 98680.7 82071.2 74356.9 62323.9 50578.4 49660.1 46727.8 18688.9 4483.46 4156.78 19.1588 threshold=362.00600000000003 348.30332000000004 0.45149999999999996 883.10000000000014 764.58775000000003 0 43.947300000000013 440.98528000000005 518.28800000000012 51.78475000000001 1 198.78000000000003 287.97507150000007 227.56250000000003 285.3250000000001 422.87500000000006 288.21750000000009 2022.5000000000002 260.68518750000004 606.07650000000001 108.75750000000001 59.647500000000001 617.48075000000006 1117.4100000000001 873.74500000000012 206.37500000000003 236.36250000000004 87.340500000000006 48.310000000000009 89.603000000000009 86.455000000000027 883.10000000000014 130.1901 1449.0631000000001 897.08550000000014 1079.5035000000003 655.48225000000014 decision_type=2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 3 4 5 6 -2 -7 9 19 14 17 13 -13 15 26 32 18 -12 22 29 -19 23 24 -1 27 -11 28 35 31 34 -21 -16 -25 -24 36 -10 right_child=1 -3 -4 -5 -6 7 -8 -9 25 10 11 12 -14 -15 16 -17 -18 21 -20 20 -22 -23 30 33 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 leaf_value=-0.0043872998568844435 1.2069668091535568 3.5478068901062012 -0.9394838868909412 2.0883688319813123 1.4824650529714731 -0.002656439183652401 -0.26973409834362211 -1.2792848031417183 -0.16656789678793688 -0.026704846026651081 0.12071124801150393 1.2144892556027129 1.6822425454457601 0.24489741137831711 -0.36590961630751445 1.1112072483087199 -1.295879199288108 -0.021124194494294996 1.0537376978712261 0.03514729664875911 2.4291068299611411 0.47420443616216146 -0.16844295774187362 0.34982339195583179 -0.5721903887662021 -0.9257116939226786 -0.51760044614651368 -0.78134908199310305 0.46533623456954959 0.35124510800396957 -0.73258359322181121 -0.39588770259510392 0.15311301025477322 0.74114994782667898 -0.30515137537996817 -0.33582026048140096 -0.17848895479525839 leaf_weight=97332 80 25 36 22 26 450 42 23 26 1638 1405 27 30 215 82 39 22 1346 53 52 24 63 49 23 44 30 42 20 20 27 26 55 22 26 47 22 28 leaf_count=97332 80 25 36 22 26 450 42 23 26 1638 1405 27 30 215 82 39 22 1346 53 52 24 63 49 23 44 30 42 20 20 27 26 55 22 26 47 22 28 internal_value=0 0.275528 0.155046 0.216326 0.150006 0.0917808 0.645671 -0.0633933 -0.00178918 -0.00129694 0.0572854 0.115211 0.499674 0.353075 -0.0416658 -0.0128823 -0.437662 0.0791382 0.154628 -0.00428527 0.30276 0.00102322 -0.0047826 -0.00436115 -0.00464387 -0.348001 -0.0389772 -0.198593 -0.0771852 -0.0780787 -0.341336 -0.186413 -0.256116 0.557466 -0.235373 -0.219954 -0.172749 internal_weight=0 704 679 643 621 595 122 473 102835 102689 4984 3139 272 242 1845 1719 126 2867 1458 97705 158 1409 97547 97425 97376 146 1680 116 96 134 122 107 104 49 96 76 54 internal_count=103539 704 679 643 621 595 122 473 102835 102689 4984 3139 272 242 1845 1719 126 2867 1458 97705 158 1409 97547 97425 97376 146 1680 116 96 134 122 107 104 49 96 76 54 cat_boundaries=0 1 2 cat_threshold=1281 2441 is_linear=0 shrinkage=0.01 Tree=271 num_leaves=29 num_cat=5 split_feature=2 16 25 18 3 24 1 7 25 0 8 0 20 5 3 2 2 24 6 6 1 25 14 4 1 26 26 5 split_gain=527027 2.72028e+06 501652 520967 683188 483367 531887 347894 242181 189948 178196 175013 172141 184303 1.07463e+06 161864 1.30656e+06 336225 182471 264543 144460 320611 100338 66320.9 81727.6 50357 26128.5 14779.2 threshold=362.00600000000003 348.30332000000004 0 0.45149999999999996 764.58775000000003 1 46.223500000000008 440.98528000000005 2 1438.4900000000002 1449.0631000000001 1077.3535000000002 221.22225 606.07650000000001 108.75750000000001 51.871000000000009 55.173000000000009 3 1070.9310000000003 612.69872000000009 147.65000000000003 4 650.34950000000015 221.43500000000003 156.13200000000003 2022.5000000000002 2022.5000000000002 883.10000000000014 decision_type=2 2 9 2 2 1 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 2 left_child=8 2 23 4 5 6 -4 -7 12 10 11 20 13 15 26 18 -17 -18 19 -1 22 -22 -10 24 25 -2 -15 -28 right_child=1 -3 3 -5 -6 7 -8 -9 9 -11 -12 -13 -14 14 -16 16 17 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 leaf_value=0.042966801152584479 -0.24602832231766139 3.5123287826538085 1.3336244392991066 -0.91899592511794137 1.9386671535785382 0.14160668358896616 0.16142900085449222 -1.1311688517487568 -0.0066572367840296636 -0.89466499765714003 0.89496695431795992 0.64808624011714289 -0.59331302815522902 -0.46878617127736411 2.2786039306640626 2.1296928871379182 0.32398522342225455 -0.23384451918145444 -0.84278824764749272 0.91608346094403947 0.57661752384185794 0.047126816420161088 -0.39377751030139069 -0.95283798304471112 0.22446798753738403 -0.76468150138854984 0.15902711486816407 -0.22541022109985354 leaf_weight=4073 39 25 80 34 26 324 75 23 96433 24 22 41 39 21 25 34 247 178 23 35 115 1418 67 22 20 36 20 20 leaf_count=4073 39 25 80 34 26 324 75 23 96433 24 22 41 39 21 25 34 247 178 23 35 115 1418 67 22 20 36 20 20 internal_value=0 0.272772 0.153496 0.27591 0.35808 0.276217 0.719983 0.0556406 -0.00177128 -0.00513805 -0.00492095 -0.00512281 0.0681582 0.0738209 0.532476 0.0652274 0.243379 0.092474 0.0454327 0.0504057 -0.005396 0.090916 -0.00692601 -0.422021 -0.343519 -0.494982 -0.18315 -0.0331916 internal_weight=0 704 679 562 528 502 155 347 102835 98120 98096 98074 4715 4676 86 4590 459 425 4131 4108 98033 1533 96500 117 95 75 61 40 internal_count=103539 704 679 562 528 502 155 347 102835 98120 98096 98074 4715 4676 86 4590 459 425 4131 4108 98033 1533 96500 117 95 75 61 40 cat_boundaries=0 5 6 12 13 18 cat_threshold=512 536870912 8 35651586 64 1105 1073774592 536903680 4096 7479330 2282749952 1 2928 67108864 0 8 0 536870980 is_linear=0 shrinkage=0.01 Tree=272 num_leaves=42 num_cat=3 split_feature=2 4 19 3 24 3 15 6 10 2 0 24 1 9 1 6 3 4 1 6 26 3 3 2 4 12 8 14 10 2 6 6 24 1 11 3 4 6 8 0 14 split_gain=516536 1.58244e+06 361128 596122 398547 550548 314821 1.01861e+06 273438 195252 145563 314262 405068 466536 264483 333820 428032 248838 245519 201767 173562 433837 173034 165588 149223 125948 110759 165867 93202.7 70239.9 333557 147799 146314 106135 60969.8 57613.2 55767.2 35083.4 16433.1 13675.3 1217.33 threshold=362.00600000000003 904.34825000000012 35.616000000000007 764.58775000000003 0 43.947300000000013 38.159922500000008 27.10106 362.01900000000001 436.65050000000002 51.78475000000001 1 198.78000000000003 287.97507150000007 285.3250000000001 422.87500000000006 8.0827500000000025 264.75500000000005 315.17050000000006 276.21600000000007 2022.5000000000002 260.68518750000004 514.39811750000013 145.77300000000005 13.325260000000002 36.721200000000003 1117.4100000000001 873.74500000000012 236.36250000000004 22.153894000000005 673.95850000000007 1424.6500000000003 2 891.44875000000013 245.62500000000003 241.37250000000003 114.45750000000002 31.615000000000006 1449.0631000000001 134.23250000000004 1358.5175000000004 decision_type=2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=10 2 3 4 5 9 8 -8 -6 -2 26 14 20 17 15 28 -17 18 -14 36 21 23 25 -13 -23 -22 27 29 34 31 32 33 -31 -1 -12 -7 39 -30 -28 -16 -29 right_child=1 -3 -4 -5 6 35 7 -9 -10 -11 11 12 13 -15 19 16 -18 -19 -20 -21 22 24 -24 -25 -26 -27 38 40 37 30 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 leaf_value=-0.0060380104024477209 1.9963946987333754 2.793679256439209 -0.97481307763319747 1.6544587959562029 -0.11299406759231025 -0.62251414012908934 -0.87953854990005498 2.1222543072700502 0.92475315447206852 0.88297924223400304 -0.036230483109425678 0.094365217775787824 0.85901705329948008 1.6106492451578378 -0.20481920739878778 1.8235836913368919 -0.19774251842498777 -0.40559917260438966 0.1680775764385859 -1.2549578822100604 -0.038274987219955044 1.5424444075993129 -0.92596335458755497 0.58998159859381927 0.47951009178161619 0.19399166450307179 0.2662191680908203 -0.54497039005674164 -0.78015886165879 0.12940293851702714 1.138242471129806 -0.76038981657761795 7.5038006240555309e-05 -0.41340915925800803 0.51928405308723447 0.11135093523108441 0.13767172199984393 -0.2087276102531524 0.61895402772086006 -0.49297871227922108 -0.64638231611251828 leaf_weight=91820 21 24 26 28 426 20 20 26 27 63 1627 1334 90 32 23 22 20 39 120 27 1105 28 20 71 25 296 25 29 22 1065 27 26 4707 64 20 23 24 21 28 58 20 leaf_count=91820 21 24 26 28 426 20 20 26 27 63 1627 1334 90 32 23 22 20 39 120 27 1105 28 20 71 25 296 25 29 22 1065 27 26 4707 64 20 23 24 21 28 58 20 internal_value=0 0.270045 0.180975 0.226924 0.163073 0.639874 0.0283314 0.817127 -0.0511416 1.16133 -0.00175288 0.0507429 0.111281 0.474033 -0.0522025 -0.0195982 0.861047 0.327962 0.464194 -0.483965 0.0762614 0.152914 -0.00238677 0.119411 1.04106 0.0107978 -0.00444929 -0.00469706 -0.0414841 -0.00440536 0.029349 -0.00653507 0.0241618 -0.00632176 -0.0294847 -0.229982 -0.285709 -0.501088 0.45257 -0.411156 -0.586363 internal_weight=0 704 680 654 626 127 499 46 453 84 102835 5024 3160 281 1864 1732 42 249 210 132 2879 1458 1421 1405 53 1401 97811 97758 1690 97709 5799 91910 5772 91884 1647 43 105 43 53 81 49 internal_count=103539 704 680 654 626 127 499 46 453 84 102835 5024 3160 281 1864 1732 42 249 210 132 2879 1458 1421 1405 53 1401 97811 97758 1690 97709 5799 91910 5772 91884 1647 43 105 43 53 81 49 cat_boundaries=0 1 2 3 cat_threshold=1281 2441 11 is_linear=0 shrinkage=0.01 Tree=273 num_leaves=31 num_cat=2 split_feature=2 16 18 0 3 24 3 7 16 0 0 24 1 12 1 4 26 5 3 14 5 8 14 18 17 4 8 16 26 16 split_gain=506257 2.65775e+06 434070 779414 451042 498647 578101 346164 171599 177066 204885 263487 415778 521712 171041 344535 156732 145546 1.24527e+06 122950 122817 121913 147916 80247.8 76515 59937.7 17141 1657.89 547.681 166.986 threshold=362.00600000000003 348.30332000000004 0.45149999999999996 883.10000000000014 764.58775000000003 0 43.947300000000013 440.98528000000005 518.28800000000012 1438.4900000000002 51.78475000000001 1 198.78000000000003 124.33500000000001 285.3250000000001 483.06600000000009 2022.5000000000002 606.07650000000001 108.75750000000001 206.37500000000003 160.32750000000001 1117.4100000000001 873.74500000000012 87.340500000000006 23.177000000000003 101.17200000000001 1449.0631000000001 1079.5035000000003 2022.5000000000002 655.48225000000014 decision_type=2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 3 4 5 6 -2 -7 9 10 17 14 16 -14 15 -12 -13 21 25 23 -16 22 -1 24 27 -19 -23 29 -11 -10 right_child=1 -3 -4 -5 -6 7 -8 -9 19 28 11 12 13 -15 20 -17 -18 18 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0046462452663564085 1.1804701775312425 3.4694487236022953 -0.91911466267373831 2.0590231271223591 1.4329846836970404 -0.0047195023341311346 -0.26834243456522627 -1.2624906719249227 -0.20841360521316529 -0.62944593429565432 -0.024705305178242029 0.15541801818192705 0.32930909151427223 1.6727587324200255 -0.21068062541305377 1.1819769236942133 0.0071050484757338248 0.022171855406327681 2.3968318239847819 -0.91495494031906133 -0.93748421906042967 0.28968516270319622 -0.57183962199998939 -0.77299273824691772 0.47364267215132716 -0.52939775307973225 0.65698038595694086 -0.29027002652486167 -0.70345141696929925 -0.17254698453126133 leaf_weight=97450 80 25 36 22 26 450 42 23 25 20 1679 1451 233 33 93 24 1400 110 24 30 31 24 46 20 20 24 27 24 20 27 leaf_count=97450 80 25 36 22 26 450 42 23 25 20 1679 1451 233 33 93 24 1400 110 24 30 31 24 46 20 20 24 27 24 20 27 internal_value=0 0.267344 0.149446 0.209273 0.143742 0.0874053 0.630055 -0.0645157 -0.00173522 -0.00124814 -0.000988927 0.0618165 0.117489 0.495978 -0.0336244 -0.0076998 0.0825881 -0.00416696 0.299097 -0.344324 -0.392382 -0.00465817 -0.00491386 -0.196746 -0.0766952 -0.0766167 0.484136 -0.221521 -0.666449 -0.189791 internal_weight=0 704 679 643 621 595 122 473 102835 102689 102649 4944 3117 266 1827 1703 2851 97705 158 146 124 97547 97496 116 96 134 51 76 40 52 internal_count=103539 704 679 643 621 595 122 473 102835 102689 102649 4944 3117 266 1827 1703 2851 97705 158 146 124 97547 97496 116 96 134 51 76 40 52 cat_boundaries=0 1 2 cat_threshold=1281 2441 is_linear=0 shrinkage=0.01 Tree=274 num_leaves=34 num_cat=6 split_feature=2 16 25 0 0 19 10 25 14 0 25 26 12 25 6 26 6 6 4 15 25 9 7 12 4 25 0 0 0 26 7 6 2 split_gain=496182 2.60486e+06 492668 498824 334411 280452 291796 240951 199915 149141 248009 246500 276605 222258 131352 999947 130479 138770 108567 191874 96186.5 94103.9 88393.6 82180 67264.8 43072.4 191378 76002.7 20800.6 27011.4 8963.16 439.464 178.961 threshold=362.00600000000003 348.30332000000004 0 883.10000000000014 594.30750000000012 3.5910000000000002 400.0485000000001 1 1018.0250000000002 51.78475000000001 2 2022.5000000000002 164.49524000000002 3 884.13250000000005 2022.5000000000002 483.25025000000005 23.820750000000004 200.45248750000005 61.090000000000011 4 38.15592250000001 10.425000000000002 5.0070000000000006 221.43500000000003 5 594.30750000000012 883.10000000000014 99.686260000000019 2022.5000000000002 607.15100000000018 1424.6500000000003 537.86000000000013 decision_type=2 2 9 2 2 2 2 9 2 2 9 2 2 9 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 left_child=7 2 24 4 5 6 -4 16 9 14 25 13 -13 -12 18 -16 17 21 20 -20 -9 22 23 -1 28 27 -27 -11 29 32 -24 -17 -2 right_child=1 -3 3 -5 -6 -7 -8 8 -10 10 11 12 -14 -15 15 31 -18 -19 19 -21 -22 -23 30 -25 -26 26 -28 -29 -30 -31 -32 -33 -34 leaf_value=0.1965772832095623 -0.26286881208419799 3.4347543201446538 0.25377793475700794 1.7163804211823837 -0.99487601540305393 -0.89705398559570315 1.3420089729015643 0.017887282513067964 -0.70150490318856584 -0.14818285973057918 0.30753611531973885 -0.030436846032099372 0.35224087785205571 0.082762181795086751 2.1870079513029621 -0.37798872489195601 -0.47803174221154415 0.9854529643058777 0.063581402517769309 0.63311630114912987 -0.011144508180882086 -0.35791018727752899 -0.14080019194504309 -0.35271151202065604 -0.95646541422063647 -0.081191998903867954 0.68642502616433532 -0.73701092561086012 -0.056280964374542233 -0.62211687632969448 -0.41597876834869385 -0.44033904504776006 -0.22056502532958985 leaf_weight=1000 20 25 471 23 22 20 26 13235 41 253 709 1802 211 1200 22 26 33 20 781 64 82521 36 29 28 22 726 34 24 20 35 20 20 20 leaf_count=1000 20 25 471 23 22 20 26 13235 41 253 709 1802 211 1200 22 26 33 20 781 64 82521 36 29 28 22 726 34 24 20 35 20 20 20 internal_value=0 0.264671 0.147952 0.269353 0.212604 0.263986 0.310708 -0.00171787 -0.00336358 -0.00308225 0.0504035 0.0866573 0.00967493 0.168287 -0.00582601 0.433525 0.140602 0.159861 -0.00613528 0.106718 -0.00713115 0.145026 0.161837 0.181616 -0.422131 -0.0867101 -0.0462428 -0.19226 -0.342825 -0.419237 -0.253118 -0.405098 -0.241717 internal_weight=0 704 679 562 539 517 497 102835 101669 101628 4959 3922 2013 1909 96669 68 1166 1133 96601 845 95756 1113 1077 1028 117 1037 760 277 95 75 49 46 40 internal_count=103539 704 679 562 539 517 497 102835 101669 101628 4959 3922 2013 1909 96669 68 1166 1133 96601 845 95756 1113 1077 1028 117 1037 760 277 95 75 49 46 40 cat_boundaries=0 5 11 17 23 29 33 cat_threshold=512 536870912 8 35651586 64 1073741824 536903680 4096 2 2147483648 1 77938688 2416050341 2 70357056 536871169 4096 1082372 512 268435464 0 64 1024 336855424 12582912 474 74690848 151060562 128 75497472 131200 0 2166784 is_linear=0 shrinkage=0.01 Tree=275 num_leaves=13 num_cat=0 split_feature=16 12 12 5 10 0 14 6 8 2 3 0 split_gain=523181 197621 261513 218082 433095 408572 321832 227603 217143 145470 275399 129029 threshold=1079.5035000000003 1362.4500000000003 1040.4400000000003 25.210500000000007 786.71250000000009 91.472000000000023 766.49265000000003 1070.9310000000003 1449.0631000000001 873.74500000000012 191.74774500000004 594.30750000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 8 6 -6 7 -5 9 11 -11 -1 right_child=-2 -3 -4 4 5 -7 -8 -9 -10 10 -12 -13 leaf_value=-0.005741008862498888 1.156900997650929 -0.79985145415029224 0.96498824323926657 0.038771163119599668 1.9231876984238625 0.096532964706420907 1.0985709868628404 0.94234493970870969 0.90843329209547774 -0.58555052226781845 0.70552914428710933 0.2173291605435885 leaf_weight=96516 39 31 28 6364 24 25 29 28 26 95 20 260 leaf_count=96516 39 31 28 6364 24 25 29 28 26 95 20 260 internal_value=0 -0.00154393 -0.00130462 -0.00156632 0.0546451 0.991221 0.0474979 0.0427292 -0.00531889 -0.00556409 -0.361015 -0.0051417 internal_weight=0 103446 103415 103387 6470 49 6421 6392 96917 96891 115 96776 internal_count=103485 103446 103415 103387 6470 49 6421 6392 96917 96891 115 96776 is_linear=0 shrinkage=0.01 Tree=276 num_leaves=26 num_cat=3 split_feature=16 1 18 14 25 2 25 2 5 6 0 1 0 7 12 9 16 7 25 2 0 26 3 26 7 split_gain=512769 291314 677730 802733 450739 270050 276659 304387 301423 968993 245300 343635 288995 186766 275273 142532 132775 126987 113389 98721.8 72723.5 60585.7 11694.5 4849.5 321.651 threshold=1079.5035000000003 122.82375000000002 600.66250000000014 766.49265000000003 0 873.74500000000012 1 747.71500000000015 606.07650000000001 345.35355000000004 180.52280000000005 334.96500000000003 83.655000000000015 102.13621850000001 521.05947000000003 329.28675000000004 237.41375000000005 326.45950000000005 2 362.00600000000003 39.845500000000008 2022.5000000000002 22.153894000000005 2022.5000000000002 769.5200000000001 decision_type=2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 5 3 4 10 6 17 8 16 -10 12 -12 -3 15 -15 -6 -8 18 21 -20 22 -1 23 -7 -19 right_child=-2 2 -4 -5 13 20 7 -9 9 -11 11 -13 -14 14 -16 -17 -18 24 19 -21 -22 -23 -24 -25 -26 leaf_value=0.69679244654519223 1.1453319456638433 0.35353294749435554 -1.7298535194396973 2.1137186045646668 -0.019495138352101208 -0.32715381164550783 -0.0063133810521978605 1.0556839773390028 0.096063982434824211 2.1903593312777008 0.20518055201768876 1.3506327226812189 -0.53344800995617381 0.35868251588043232 -0.78112850355065389 0.54469641913538402 -0.21359470395888053 -0.37489534378051759 0.11800230588527497 -0.49154495875040688 -1.0170356607437134 0.23757950669628081 -0.16089936828613283 -0.50386270790565302 -0.42778167061183764 leaf_weight=56 39 353 20 20 1685 25 98408 27 147 26 50 55 41 269 23 46 310 23 1670 27 22 59 20 41 23 leaf_count=56 39 353 20 20 1685 25 98408 27 147 26 50 55 41 269 23 46 310 23 1670 27 22 59 20 41 23 internal_value=0 -0.00152849 0.103776 0.118202 0.102377 -0.00420274 -0.00366714 -0.00594298 -0.00623344 0.410814 0.36831 0.805179 0.261233 0.0347892 0.268903 -0.00450218 -0.0069643 0.116899 0.130701 0.10767 -0.503981 0.424301 -0.372735 -0.436928 -0.401339 internal_weight=0 103446 2562 2542 2522 100884 100776 98918 98891 173 499 105 394 2023 292 1731 98718 1858 1812 1697 108 115 86 66 46 internal_count=103485 103446 2562 2542 2522 100884 100776 98918 98891 173 499 105 394 2023 292 1731 98718 1858 1812 1697 108 115 86 66 46 cat_boundaries=0 5 11 16 cat_threshold=70270976 536870912 520 2097154 68 1073741824 536870912 4098 141688832 2147483696 1 0 0 0 0 2147483680 is_linear=0 shrinkage=0.01 Tree=277 num_leaves=27 num_cat=8 split_feature=16 1 18 14 25 10 24 2 25 2 24 25 24 26 0 2 6 24 14 9 25 0 3 26 3 26 split_gain=502565 285517 664243 786758 441769 1.01875e+06 511663 264676 272293 298277 298040 266923 350450 253156 199274 632875 199045 186178 187189 173348 79615.2 71276.3 18431.7 16522.6 11461.8 4752.99 threshold=1079.5035000000003 122.82375000000002 600.66250000000014 766.49265000000003 0 332.17500000000007 1 873.74500000000012 2 747.71500000000015 3 4 5 2022.5000000000002 594.30750000000012 228.79300000000003 1424.6500000000003 6 256.18250000000006 9.3820000000000032 7 39.845500000000008 160.46250000000003 2022.5000000000002 22.153894000000005 2022.5000000000002 decision_type=2 2 2 2 9 2 1 2 9 2 1 9 1 2 2 2 2 1 2 2 9 2 2 2 2 2 left_child=1 7 3 4 5 6 -3 8 10 14 20 13 -13 -12 16 -16 -10 19 -19 -6 23 24 -22 -1 25 -9 right_child=-2 2 -4 -5 17 -7 -8 21 9 -11 11 12 -14 -15 15 -17 -18 18 -20 -21 22 -23 -24 -25 -26 -27 leaf_value=-0.31331107422545718 1.1338786545777932 -0.10711620373030505 -1.7125549964904787 2.0925813534259796 0.064281204613366921 2.2611116411950856 0.54935065712752162 -0.32388229217529302 -0.0069390532809533202 1.0451270873458298 1.0480885278261625 -0.1715864909396452 0.28376002264645128 0.23439276275634766 0.099242957993283309 1.7955136604309081 0.94435109181837606 -0.034579347869073102 -0.74112755078535819 0.38763281020536378 0.041666279358022348 -1.0068653210726652 -0.26780472850799564 -0.12524779468774797 -0.1592903995513916 -0.49882408328172639 leaf_weight=91 39 212 20 20 802 27 260 25 98818 27 78 228 603 75 183 25 22 973 39 209 510 22 20 96 20 41 leaf_count=91 39 212 20 20 802 27 260 25 98818 27 78 228 603 75 183 25 22 973 39 209 510 22 20 96 20 41 internal_value=0 -0.0015132 0.102738 0.11702 0.101354 0.364627 0.263866 -0.00416071 -0.00363046 -0.00578957 0.121447 0.233841 0.158273 0.609389 -0.00607663 0.303122 -0.00672731 0.0344413 -0.0612032 0.129842 -0.0338946 -0.498942 0.0294328 -0.205762 -0.369008 -0.432558 internal_weight=0 103446 2562 2542 2522 499 472 100884 100776 99075 1701 984 831 153 99048 208 98840 2023 1012 1011 717 108 530 187 86 66 internal_count=103485 103446 2562 2542 2522 499 472 100884 100776 99075 1701 984 831 153 99048 208 98840 2023 1012 1011 717 108 530 187 86 66 cat_boundaries=0 5 6 12 13 18 19 20 25 cat_threshold=70270976 536870912 520 2097154 68 2700 1073741824 536870912 4098 141688832 2147483680 1 433 0 0 4096 131072 2147483680 68 1334 0 536870912 0 131072 2147483680 is_linear=0 shrinkage=0.01 Tree=278 num_leaves=23 num_cat=0 split_feature=16 1 18 14 10 0 0 12 2 5 6 3 10 2 3 5 3 16 0 3 3 2 split_gain=492564 279926 651037 771088 328814 466800 643331 275447 259409 247704 1.06688e+06 203308 193344 170756 130415 130873 128307 127222 69857.9 11233.7 7747.98 922.697 threshold=1079.5035000000003 122.82375000000002 600.66250000000014 766.49265000000003 255.87150000000005 180.52280000000005 413.40725000000003 228.79300000000003 873.74500000000012 606.07650000000001 329.28675000000004 888.10000000000014 220.78900000000004 747.71500000000015 191.74774500000004 1062.3775000000003 1077.3535000000002 371.89150000000006 39.845500000000008 22.153894000000005 1439.8675000000001 1432.0500000000002 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 8 3 4 11 7 -7 -6 9 13 14 12 -3 16 15 -11 17 -1 19 21 -18 -10 right_child=-2 2 -4 -5 5 6 -8 -9 18 10 -12 -13 -14 -15 -16 -17 20 -19 -20 -21 -22 -23 leaf_value=-0.0037862486225738634 1.1225398733677008 0.069536083020079742 -1.6954294452667236 2.0716556110382083 0.39957742905616761 2.2669304250081379 0.27130371962274824 -0.89494857040318576 -0.40179382280869919 0.16240414662361147 2.0860287933349611 0.83915670507094431 -0.83266170124212913 0.6940575774056571 0.80493701362609871 -0.44490384379300202 -0.32426913990693934 -0.27920288244883223 -0.9967966656251388 -0.15769747734069825 -0.53476935664812719 -0.48111036387356848 leaf_weight=100298 39 2312 20 20 65 30 35 22 44 100 30 34 24 35 20 55 34 168 22 20 36 22 leaf_count=100298 39 2312 20 20 65 30 35 22 44 100 30 34 24 35 20 55 34 168 22 20 36 22 internal_value=0 -0.00149753 0.101728 0.115868 0.100358 0.551232 1.19236 0.072226 -0.00411899 -0.00359405 0.34366 0.0714409 0.0602669 -0.00430188 0.0449682 -0.0530922 -0.004545 -0.0042468 -0.493952 -0.365318 -0.432526 -0.428233 internal_weight=0 103446 2562 2542 2522 152 65 87 100884 100776 205 2370 2336 100571 175 155 100536 100466 108 86 70 66 internal_count=103485 103446 2562 2542 2522 152 65 87 100884 100776 205 2370 2336 100571 175 155 100536 100466 108 86 70 66 is_linear=0 shrinkage=0.01 Tree=279 num_leaves=29 num_cat=8 split_feature=4 8 1 18 14 25 10 24 2 25 2 24 25 14 24 14 12 0 4 3 25 2 0 25 2 2 4 2 split_gain=337554 668864 270611 527449 574836 490639 1.51313e+06 316810 254119 228640 247111 238256 203090 255831 187739 191954 172443 160220 528821 130018 114908 97931.4 68467.7 44233.5 21127.6 11208.5 746.982 67.8328 threshold=1086.5100000000002 82.218500000000006 122.82375000000002 506.30550000000005 650.34950000000015 0 350.63250000000005 1 873.74500000000012 2 747.71500000000015 3 4 19.648867500000005 5 243.40690000000004 120.57000000000001 594.30750000000012 133.58000000000001 73.477250000000012 6 86.997000000000014 39.845500000000008 7 28.127500000000001 1432.0500000000002 1468.3681000000001 1054.5000000000002 decision_type=2 2 2 2 2 9 2 1 2 9 2 1 9 2 1 2 2 2 2 2 9 2 2 9 2 2 2 2 left_child=2 21 8 4 5 6 7 -4 9 11 17 20 -13 -14 16 -16 -7 19 -19 -11 24 26 25 -22 -1 27 -2 -10 right_child=1 -3 3 -5 -6 14 -8 -9 22 10 -12 12 13 -15 15 -17 -18 18 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 leaf_value=0.094012444727491623 0.40143693001039565 2.1643050348191033 -0.1806083081302754 -1.3167803632296049 1.6550951051712037 0.090834245567914668 3.0361813972109837 0.44772331558269995 -0.46359675271170481 -0.008573182271225107 0.9335240043912616 0.530298045123065 0.11851853713566297 1.2613967292308808 -0.032799119185916041 -0.76622476783958648 0.53358010653367982 0.073948639114012671 1.5781155755784777 0.060860502686371679 -0.29559010897913285 -0.4261376022157215 -0.98682870171286841 -0.068193962540613176 0.40838818467181659 -0.21336241722106933 0.33082941976086844 -0.44060616464325875 leaf_weight=303 31 21 108 26 24 945 21 282 21 95821 28 152 947 20 1004 37 97 174 27 2775 114 21 22 347 23 32 29 33 leaf_count=303 31 21 108 26 24 945 21 282 21 95821 28 152 947 20 1004 37 97 174 27 2775 114 21 22 347 23 32 29 33 internal_value=0 0.573923 -0.00163048 0.10023 0.114861 0.100039 0.411362 0.280573 -0.00420024 -0.00368044 -0.00577719 0.104516 0.197851 0.140701 0.036462 -0.058307 0.130794 -0.00604398 0.276001 -0.00661896 -0.0290084 0.161601 -0.489013 -0.129508 0.112734 -0.361664 0.36731 -0.449547 internal_weight=0 102 103383 2544 2518 2494 411 390 100839 100731 98825 1906 1119 967 2083 1041 1042 98797 201 98596 787 81 108 461 326 86 60 54 internal_count=103485 102 103383 2544 2518 2494 411 390 100839 100731 98825 1906 1119 967 2083 1041 1042 98797 201 98596 787 81 108 461 326 86 60 54 cat_boundaries=0 5 6 12 13 18 19 24 29 cat_threshold=68173824 536870912 520 2097154 4 524 1073741824 536870912 4098 141689088 2147483696 1 433 0 0 4096 131072 2147483680 1334 1073741824 0 2 1048576 16 0 0 0 131328 2147483680 is_linear=0 shrinkage=0.01 Tree=280 num_leaves=20 num_cat=2 split_feature=25 11 10 25 14 14 2 2 7 17 11 0 1 5 2 1 7 26 7 split_gain=518458 416209 1.54637e+06 325095 507870 358105 406546 381323 221387 188565 167423 265954 179683 333632 148867 87082.2 150602 53626.6 21293.3 threshold=0 1085.9700000000003 129.93500000000003 1 766.49265000000003 243.40690000000004 654.54975000000002 54.445500000000003 40.201125000000005 1009.0614800000001 671.11374000000012 28.136200000000002 122.82375000000002 764.58775000000003 747.71500000000015 48.057790000000004 301.53500000000008 2022.5000000000002 11.825750000000001 decision_type=9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 3 -3 4 5 6 7 -2 -8 10 12 -12 14 -14 -5 18 -17 -1 -7 right_child=1 2 -4 9 -6 15 8 -9 -10 -11 11 -13 13 -15 -16 16 -18 -19 -20 leaf_value=-0.6922997422651811 0.058394464582334396 -0.32671870541572573 3.0243363135201591 -0.0059299397255001083 1.1422706912728873 -0.36066345032778657 -0.79495323204994206 0.32313251627020934 0.33775849342346193 0.94371862911042714 -0.029890557834080289 -1.4754495692253113 0.11010686612006561 -0.9042090156584075 0.44582680022879823 -1.2746991540704455 -0.13853167533874511 -0.35970795129474847 0.013651829219999767 leaf_weight=99 5175 40 21 95223 44 55 80 608 22 21 35 20 1871 33 73 28 20 95 21 leaf_count=99 5175 40 21 95223 44 55 80 608 22 21 35 20 1871 33 73 28 20 95 21 internal_value=0 0.00114597 0.826923 0.000658585 0.0717035 0.0639837 0.0751895 0.0862279 -0.550643 -0.00376917 -0.00397414 -0.555548 -0.00366204 0.0925268 -0.00558388 -0.467839 -0.801296 -0.50348 -0.257234 internal_weight=0 103390 61 103329 6053 6009 5885 5783 102 97276 97255 55 97200 1904 95296 124 48 194 76 internal_count=103584 103390 61 103329 6053 6009 5885 5783 102 97276 97255 55 97200 1904 95296 124 48 194 76 cat_boundaries=0 5 11 cat_threshold=0 0 0 131072 2147483648 1073774592 536870912 4104 7381002 135266352 129 is_linear=0 shrinkage=0.01 Tree=281 num_leaves=17 num_cat=2 split_feature=25 11 10 25 14 14 20 20 17 11 0 12 5 12 0 26 split_gain=508141 407927 1.51559e+06 318626 497764 350979 223774 256932 184812 164092 260662 201864 169145 88081.3 58527.7 52559.4 threshold=0 1085.9700000000003 129.93500000000003 1 766.49265000000003 243.40690000000004 244.36170000000001 38.592000000000006 1009.0614800000001 671.11374000000012 28.136200000000002 1040.4400000000003 62.070000000000014 448.18200000000007 285.35875000000004 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 3 -3 4 5 6 7 -2 9 11 -11 12 -5 14 -7 -1 right_child=1 2 -4 8 -6 13 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 leaf_value=-0.68537674508913593 0.07262404946539297 -0.32345151543617251 2.9940929303850448 -0.0062326978984649072 1.1308479792082853 -0.46203823941094535 -0.73448464186752549 0.75324208949293414 0.93428142865498853 -0.029591646466936385 -1.4606950998306274 0.81654146226247148 0.070066254323819341 -1.0709211540222168 0.1398872013092041 -0.35611087246945033 leaf_weight=99 5795 40 21 94172 44 84 34 56 21 35 20 30 2998 20 20 95 leaf_count=99 5795 40 21 94172 44 84 34 56 21 35 20 30 2998 20 20 95 internal_value=0 0.00113451 0.818654 0.000651999 0.0709865 0.0633439 0.0744376 0.0791383 -0.00373148 -0.0039344 -0.549993 -0.00362542 -0.00387864 -0.46316 -0.346283 -0.498445 internal_weight=0 103390 61 103329 6053 6009 5885 5851 97276 97255 55 97200 97170 124 104 194 internal_count=103584 103390 61 103329 6053 6009 5885 5851 97276 97255 55 97200 97170 124 104 194 cat_boundaries=0 5 11 cat_threshold=0 0 0 131072 2147483648 1073774592 536870912 4104 7381002 135266352 129 is_linear=0 shrinkage=0.01 Tree=282 num_leaves=24 num_cat=2 split_feature=25 25 22 14 2 14 2 2 7 14 9 12 5 1 6 15 12 9 14 26 13 3 2 split_gain=498029 317843 512087 487247 339613 369170 397448 2.8409e+06 314531 212163 221238 988675 196179 184414 141712 296980 128971 106319 75373.1 51513.5 47075.4 26531.5 8743.66 threshold=0 1 550.81750000000011 766.49265000000003 654.54975000000002 206.37500000000003 54.445500000000003 62.172000000000004 40.201125000000005 873.74500000000012 551.9285000000001 236.58700000000002 418.34600000000006 159.97720000000004 66.760000000000019 361.71125000000001 1040.4400000000003 81.991800000000026 22.072000000000006 2022.5000000000002 236.16900000000004 6.6572445000000009 873.74500000000012 decision_type=9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=19 3 9 4 5 6 12 -8 21 10 14 18 -2 17 16 -16 -3 -7 -12 -1 -15 22 -6 right_child=1 2 -4 -5 8 13 7 -9 -10 -11 11 -13 -14 20 15 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.67852298042990944 0.048525451402847412 -0.0060812498272854324 1.5222144482352515 1.1195395050807433 -0.55424431690802944 -0.38957973060607914 3.699749701023102 0.18914032593395042 0.4104677305550411 -0.68260217345279206 0.12409134058998181 2.1958864078521727 0.46976371187024413 -1.3518144245147705 0.054441073956113993 0.85663201808929446 0.75966576792977081 0.37511271476745606 -0.54623673045635224 -0.35254976383008457 -0.66569926452636718 -1.0982670974731445 -0.79785487567677227 leaf_weight=99 5119 94419 22 44 26 75 24 583 29 46 104 25 113 20 2552 47 22 24 20 95 20 22 34 leaf_count=99 5119 94419 22 44 26 75 24 583 29 46 104 25 113 20 2552 47 22 24 20 95 20 22 34 internal_value=0 0.00112316 -0.00328283 0.0708849 0.0634236 0.0736002 0.0857249 0.327945 -0.484646 -0.00362832 -0.00330695 0.381731 0.0576233 -0.435727 -0.00389816 0.0689478 -0.00590287 -0.2042 0.0159739 -0.493461 -1.00876 -0.801211 -0.69229 internal_weight=0 103390 97257 6133 6089 5978 5839 607 111 97235 97189 149 5232 139 97040 2599 94441 99 124 194 40 82 60 internal_count=103584 103390 97257 6133 6089 5978 5839 607 111 97235 97189 149 5232 139 97040 2599 94441 99 124 194 40 82 60 cat_boundaries=0 5 11 cat_threshold=0 0 0 131072 2147483648 1073774592 536870912 4104 7381034 135266352 129 is_linear=0 shrinkage=0.01 Tree=283 num_leaves=25 num_cat=2 split_feature=25 11 2 25 14 2 11 14 2 11 2 2 12 26 3 1 2 5 11 26 14 0 6 11 split_gain=488118 399393 1.3459e+06 307372 468363 359400 423144 359457 475184 191220 368596 281165 298773 278396 406705 363001 166511 146631 76951.1 50488.4 20740.3 17868.8 14753.6 101.473 threshold=0 1085.9700000000003 15.581850000000001 1 766.49265000000003 654.54975000000002 26.734000000000005 243.40690000000004 436.65050000000002 559.42150000000004 172.78900000000002 654.54975000000002 1040.4400000000003 2022.5000000000002 198.96750000000003 85.820000000000022 182.24800000000002 87.012500000000017 1429.7025000000001 2022.5000000000002 1018.0250000000002 38.467500000000008 31.615000000000006 796.68750000000011 decision_type=9 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=19 3 18 4 5 7 21 8 -2 11 22 12 17 15 -15 -13 -9 -5 -3 -1 -6 -7 23 -11 right_child=1 2 -4 9 20 6 -8 16 -10 10 -12 13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.67173775085295095 0.063201106297762905 0.21651673650741579 2.9367952880859378 -0.0066900619974230623 1.2702073320388794 -0.6912431576068585 0.81849760150909423 -0.28499454993827672 0.77127448134124277 -0.23123300891656143 -1.6629482345581057 1.549105157350239 1.010336979175436 -0.42105387625870883 1.1434792526563009 -0.1153088016435504 -1.1956472392082216 0.07796536641238154 -0.65019507362729034 -0.34902426488775962 0.83816272068023678 -0.98975152837819069 0.099934144474211201 -0.20205211433497344 leaf_weight=99 7443 20 20 93158 25 65 20 102 96 26 20 38 29 54 24 20 25 2092 21 95 20 29 21 22 leaf_count=99 7443 20 20 93158 25 65 20 102 96 26 20 38 29 54 24 20 25 2092 21 95 20 29 21 22 internal_value=0 0.00111193 0.810035 0.000634495 0.0608478 0.0550416 -0.502313 0.06333 0.0722176 -0.00430493 -0.467613 -0.00387322 -0.00452177 0.450488 0.0603409 0.975169 -0.464257 -0.00483075 -0.227409 -0.488526 1.07819 -0.783336 -0.121139 -0.217858 internal_weight=0 103390 61 103329 7825 7780 114 7666 7539 95504 89 95415 95279 136 78 58 127 95250 41 194 45 94 69 48 internal_count=103584 103390 61 103329 7825 7780 114 7666 7539 95504 89 95415 95279 136 78 58 127 95250 41 194 45 94 69 48 cat_boundaries=0 5 11 cat_threshold=0 0 0 131072 2147483648 1073774592 536870912 4104 7381034 135274544 129 is_linear=0 shrinkage=0.01 Tree=284 num_leaves=27 num_cat=0 split_feature=11 10 6 18 5 1 3 6 16 2 1 0 18 16 2 0 3 1 6 19 5 13 3 17 0 19 split_gain=371263 1.49192e+06 198918 348712 446163 377210 627112 961181 279599 278692 436354 217992 204205 163625 211254 204643 239030 311806 135980 128691 105031 79045.2 179355 53084.9 27921.8 3679.42 threshold=1085.9700000000003 129.93500000000003 52.76986800000001 300.75595000000004 1062.3775000000003 365.42300000000006 7.7340000000000009 345.35355000000004 27.005050000000004 277.77250000000009 79.872400000000013 384.29599999999999 887.50750000000005 194.48100000000002 277.77250000000009 79.824400000000011 888.10000000000014 191.05350000000001 1424.6500000000003 382.22200000000004 87.012500000000017 113.49700000000001 33.273500000000006 177.46550000000005 24.727 523.93700000000013 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 -2 12 4 5 9 7 -7 -8 18 -11 23 13 15 21 19 17 -17 -4 20 -1 22 -15 -5 -23 -21 right_child=1 -3 3 11 -6 6 8 -9 -10 10 -12 -13 -14 14 -16 16 -18 -19 -20 25 -22 24 -24 -25 -26 -27 leaf_value=-0.0067388379614247576 -0.33643876709589143 2.9412417729695637 0.027526293398008963 -0.53632516491797666 1.4423079943656922 2.759396760198805 -0.12295858563347296 0.0089689469337463374 1.1868976818323136 0.91290774860689727 -0.075316218553587458 -1.5090110847949982 0.86650155703226728 -0.16388909042649663 -1.0239104451804326 0.049072502304525457 -0.98579799107142863 0.36848639792843918 0.71520508108467895 0.33392307758331302 0.07293751982958753 -0.30304241915006896 0.55827435575998752 0.12448202919960022 -0.74673513080762777 0.48037509486788793 leaf_weight=94361 41 21 3394 31 24 27 88 24 20 93 86 20 27 291 29 2739 21 344 29 29 1684 37 39 20 23 42 leaf_count=94361 41 21 3394 31 24 27 88 24 20 93 86 20 27 291 29 2739 21 344 29 29 1684 37 39 20 23 42 internal_value=0 0.773743 -0.000316944 0.0701566 0.0831811 0.0745081 0.551173 1.46508 0.119607 0.0534671 0.438119 -0.624178 -0.00304351 -0.00327914 -0.200477 -0.00244638 0.0774701 0.0847126 0.0333524 -0.00502723 -0.00534184 -0.139247 -0.0785425 -0.277185 -0.473125 0.420557 internal_weight=0 62 103522 3856 3785 3761 159 51 108 3602 179 71 99666 99639 419 99220 3104 3083 3423 96116 96045 390 330 51 60 71 internal_count=103584 62 103522 3856 3785 3761 159 51 108 3602 179 71 99666 99639 419 99220 3104 3083 3423 96116 96045 390 330 51 60 71 is_linear=0 shrinkage=0.01 Tree=285 num_leaves=25 num_cat=4 split_feature=11 2 25 0 24 2 0 0 6 24 2 7 14 25 2 6 4 1 0 0 2 1 11 1 split_gain=502277 1.50593e+06 246325 375098 452674 1.27857e+06 2.78454e+06 315098 309584 260983 226398 459938 222046 219972 273078 201636 184011 171985 144719 87707.5 115971 79321.6 63855.7 38619.5 threshold=1085.9700000000003 11.223500000000003 0 883.10000000000014 1 54.445500000000003 15.581850000000001 1438.4900000000002 28.165000000000003 2 654.54975000000002 228.51250000000002 233.68794 3 329.85800000000006 264.01000000000005 1468.3681000000001 1449.0631000000001 384.29599999999999 57.761500000000005 1432.0500000000002 130.14450000000002 9.9621000000000013 1.9385000000000003 decision_type=2 2 9 2 1 2 2 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 22 -7 10 -5 12 16 19 15 -11 -15 -6 17 18 -4 20 -12 -14 23 -1 right_child=1 -3 7 8 9 6 -8 -9 -10 13 11 -13 21 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.25579516050292223 -0.22130082081525754 3.1537577838897706 -0.0045571499095718553 1.3777452912330628 -0.095385860534754494 4.6915671630132767 0.033486721732399687 -0.90170948370909076 -0.099130801287564352 0.42732969419579758 0.4159977342947474 1.6701215329377548 -0.39180289558742359 0.035529389219940637 0.53124263474921218 0.45562078453915222 0.77973479843139648 0.84286098321278891 0.18015247871198564 -0.29251924597165163 -0.38184044057672673 -1.2528976249694825 -0.392349918002174 -0.08405738830566406 leaf_weight=164 39 20 99064 40 1028 21 33 39 22 180 106 23 23 1680 119 71 30 24 426 34 22 20 21 42 leaf_count=164 39 20 99064 40 1028 21 33 39 22 180 106 23 23 1680 119 71 30 24 426 34 22 20 21 42 internal_value=0 0.922787 -0.000145572 0.0826311 0.0688217 0.446078 1.84496 -0.0030276 0.853692 0.0333193 -0.00267647 0.346824 -0.086612 0.102614 0.0679421 -0.0597885 -0.003326 -0.00356207 -0.00376625 0.158948 0.278869 -0.792312 0.132954 0.186505 internal_weight=0 59 103232 3464 3402 281 54 99768 62 3121 99729 185 1142 1979 1799 1099 99544 99514 99490 162 128 43 227 206 internal_count=103291 59 103232 3464 3402 281 54 99768 62 3121 99729 185 1142 1979 1799 1099 99544 99514 99490 162 128 43 227 206 cat_boundaries=0 5 6 7 12 cat_threshold=1073774592 2 4096 136314912 2148007968 8 2194 0 2 4096 134217728 2147483680 is_linear=0 shrinkage=0.01 Tree=286 num_leaves=25 num_cat=1 split_feature=11 2 25 0 0 6 0 1 26 2 2 5 4 5 2 2 7 26 2 4 1 2 0 13 split_gain=492282 1.47596e+06 241494 367621 308828 303424 238519 352572 244579 946671 2.50273e+06 344662 332201 610895 373798 221893 450786 273343 197584 180349 168563 164171 141839 119845 threshold=1085.9700000000003 11.223500000000003 0 883.10000000000014 1438.4900000000002 28.165000000000003 594.30750000000012 315.17050000000006 2022.5000000000002 54.445500000000003 76.615000000000009 440.98528000000005 173.30025000000003 44.824950000000008 43.305000000000007 654.54975000000002 228.51250000000002 2022.5000000000002 1054.5000000000002 1468.3681000000001 1449.0631000000001 25.999000000000002 384.29599999999999 28.889000000000003 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 6 15 -5 8 21 9 11 -11 -1 14 -14 -10 19 17 18 -17 20 22 -8 -4 -19 right_child=1 -3 4 5 -6 -7 7 -9 12 10 -12 -13 13 -15 -16 16 -18 23 -20 -21 -22 -23 -24 -25 leaf_value=0.048944125003966894 -0.21908780617591664 3.122220168590546 -0.0045115784375127851 1.3639678196907046 -0.89269237885108366 -0.098139462904496627 -0.62458969842819945 -1.5620915707674894 0.014758697290765919 4.0465879576546806 0.43045476874405586 1.3103618175333196 0.93982384253521367 -0.17392104126588262 -0.40948579345703123 0.20601509133163765 1.6534202791296917 -0.44188636251596308 1.2590534233089004 0.77193743896484379 0.8344324111938477 0.6258219805217925 0.17835095077053481 0.44332510375976564 leaf_weight=1405 39 20 99064 40 39 22 21 22 1227 21 216 22 98 99 250 49 23 65 28 30 24 21 426 20 leaf_count=1405 39 20 99064 40 39 22 21 22 1227 21 216 22 98 99 250 49 23 65 28 30 24 21 426 20 internal_value=0 0.913559 -0.000143702 0.0818171 -0.00299733 0.845156 0.0681461 -0.536565 0.0797403 0.165596 0.750872 0.0683913 -0.00560213 0.380125 -0.0570498 -0.0026497 0.343356 0.157359 0.588938 -0.00329274 -0.00352645 0.000616141 -0.00372859 -0.233601 internal_weight=0 59 103232 3464 99768 62 3402 64 3338 1664 237 1427 1674 197 1477 99729 185 162 77 99544 99514 42 99490 85 internal_count=103291 59 103232 3464 99768 62 3402 64 3338 1664 237 1427 1674 197 1477 99729 185 162 77 99544 99514 42 99490 85 cat_boundaries=0 5 cat_threshold=1073774592 2 4096 136314912 2148007968 is_linear=0 shrinkage=0.01 Tree=287 num_leaves=27 num_cat=3 split_feature=11 2 25 0 24 2 0 0 24 12 13 4 1 2 7 3 26 14 15 4 1 26 11 0 0 0 split_gain=482485 1.44659e+06 236688 360306 441955 1.24553e+06 2.72659e+06 302682 255642 277672 431708 266886 238994 217477 441815 275415 335619 216088 178931 176760 165208 156152 152372 139016 77603.5 12498.2 threshold=1085.9700000000003 11.223500000000003 0 883.10000000000014 1 54.445500000000003 15.581850000000001 1438.4900000000002 2 143.12500000000003 2.1488080000000003 678.11800000000005 22.151894000000002 654.54975000000002 228.51250000000002 270.18175000000008 2022.5000000000002 233.68794 257.16300000000007 1468.3681000000001 1449.0631000000001 2022.5000000000002 9.9621000000000013 384.29599999999999 85.979250000000022 34.850750000000012 decision_type=2 2 9 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=2 -2 3 4 5 21 -7 13 17 11 -11 -10 -5 19 15 16 -15 18 -6 20 23 25 -23 -4 -19 -1 right_child=1 -3 7 12 8 6 -8 -9 9 10 -12 -13 -14 14 -16 -17 -18 24 -20 -21 -22 22 -24 -25 -26 -27 leaf_value=-0.19247993011153144 -0.21689693628213344 3.0909980361461642 -0.0044664626074020696 1.4378551238775255 -0.078088403819206689 4.6377382332938062 0.028386878389300724 -0.88376546884194396 0.056245887105060358 1.4015031370302526 0.12231053229924795 0.97743368923664098 0.19547617912292481 0.49744513988494876 1.6368861024276069 1.1694158603834068 -0.48594704919391207 -0.386332772296408 0.83292092410000895 0.76421803919474285 0.82608806053797412 0.55044841854842663 -0.389054796128046 0.17656744591262138 -1.2380512084960937 0.084168060302734382 leaf_weight=89 39 20 99064 32 1077 21 33 39 1832 41 74 32 30 67 23 23 72 23 22 30 24 97 21 426 20 20 leaf_count=89 39 20 99064 32 1077 21 33 39 1832 41 74 32 30 67 23 23 72 23 22 30 24 97 21 426 20 20 internal_value=0 0.904423 -0.000142265 0.0809989 0.0674646 0.440224 1.82091 -0.00296735 0.0323888 0.100972 0.578371 0.0720603 0.836704 -0.00262321 0.339922 0.155785 -0.0119379 -0.0863052 -0.0598516 -0.00325982 -0.00349119 0.131172 0.383249 -0.0036913 -0.782481 -0.141719 internal_weight=0 59 103232 3464 3402 281 54 99768 3121 1979 115 1864 62 99729 185 162 139 1142 1099 99544 99514 227 118 99490 43 109 internal_count=103291 59 103232 3464 3402 281 54 99768 3121 1979 115 1864 62 99729 185 162 139 1142 1099 99544 99514 227 118 99490 43 109 cat_boundaries=0 5 6 7 cat_threshold=1073774592 2 4096 136314912 2148007968 8 2194 is_linear=0 shrinkage=0.01 Tree=288 num_leaves=24 num_cat=2 split_feature=11 2 25 0 24 2 0 0 6 0 1 3 4 2 11 8 26 4 1 26 11 0 0 split_gain=472884 1.4178e+06 231978 353136 433160 1.22074e+06 2.67233e+06 296659 294746 251351 437221 363482 254655 213150 404895 605993 253508 173242 161921 153045 149340 136250 12249.5 threshold=1085.9700000000003 11.223500000000003 0 883.10000000000014 1 54.445500000000003 15.581850000000001 1438.4900000000002 28.165000000000003 594.30750000000012 315.17050000000006 888.10000000000014 678.11800000000005 654.54975000000002 13.342500000000001 115.99500000000002 2022.5000000000002 1468.3681000000001 1449.0631000000001 2022.5000000000002 9.9621000000000013 384.29599999999999 34.850750000000012 decision_type=2 2 9 2 1 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 19 -7 13 -5 11 -11 12 -6 17 15 16 -15 18 21 22 -21 -4 -1 right_child=1 -3 7 8 9 6 -8 -9 -10 10 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 leaf_value=-0.19055513269445867 -0.21472796165026151 3.0600880038738252 -0.0044217979415992334 1.3396767551898956 0.019141275238097166 4.5913608932495116 0.028103016362045753 -0.87492780098548306 -0.10137168624184348 0.017581348908253205 -1.7721343921479724 1.0436300619443257 0.64719185229503751 0.67473754827078281 -0.82038146129021272 2.1532265076637267 -0.18439804254039641 0.75657586034139002 0.81782715559005736 0.54494389858442482 -0.38516424860273091 0.17480176615904788 0.083326374053955071 leaf_weight=89 39 20 99064 40 2959 21 33 39 22 39 21 36 66 77 26 20 62 30 24 97 21 426 20 leaf_count=89 39 20 99064 40 2959 21 33 39 22 39 21 36 66 77 26 20 62 30 24 97 21 426 20 internal_value=0 0.895379 -0.000140842 0.0801889 0.06679 0.435822 1.8027 -0.00293768 0.828337 0.0320649 -0.608819 0.0447319 0.0328442 -0.00259697 0.336523 0.525702 0.291526 -0.00322722 -0.00345627 0.12986 0.379416 -0.00365439 -0.140302 internal_weight=0 59 103232 3464 3402 281 54 99768 62 3121 60 3061 3025 99729 185 159 139 99544 99514 227 118 99490 109 internal_count=103291 59 103232 3464 3402 281 54 99768 62 3121 60 3061 3025 99729 185 159 139 99544 99514 227 118 99490 109 cat_boundaries=0 5 6 cat_threshold=1073774592 2 4096 136314912 2148007968 8 is_linear=0 shrinkage=0.01 Tree=289 num_leaves=35 num_cat=2 split_feature=11 2 25 14 2 2 10 1 1 5 3 10 10 5 5 17 25 8 4 3 3 20 7 4 5 2 26 18 1 26 16 14 14 18 split_gain=463473 1.38959e+06 227361 277775 340423 531331 555189 356218 263354 260440 1.06498e+06 237592 222070 174899 167734 638696 267385 525747 1.20431e+06 220816 165776 155305 151131 145430 127444 124608 465912 119933 158116 96167 93254.6 89192.1 60279.3 1302.66 threshold=1085.9700000000003 11.223500000000003 0 243.40690000000004 381.19000000000005 654.54975000000002 63.970000000000006 11.157000000000002 79.872400000000013 388.83500000000009 95.870875000000012 617.48075000000006 362.01900000000001 670.0675 62.070000000000014 439.37528000000003 1 242.70250000000001 214.30459450000004 603.67000000000019 37.253000000000007 233.19064 166.73240000000001 392.81250000000006 165.05000000000004 1054.5000000000002 2022.5000000000002 506.30550000000005 1449.0631000000001 2022.5000000000002 1079.5035000000003 464.33100000000007 25.4025 756.12500000000011 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 9 6 7 -6 20 11 13 12 -1 -11 25 16 17 23 -19 21 31 -18 -10 -16 29 27 -27 28 30 -7 -4 -5 33 -29 right_child=1 -3 14 8 5 24 -8 -9 22 10 -12 -13 -14 -15 15 -17 19 18 -20 -21 -22 -23 -24 -25 -26 26 -28 32 -30 -31 -32 -33 -34 -35 leaf_value=0.058706415258490845 -0.21258069603871074 3.0294871742911638 -0.0052691011969904179 0.13520144424438477 2.3410167095578949 -0.25263512611389161 -0.15179122637058126 0.88537739068269727 -1.3722061093100186 0.31351406574249269 1.9510019758012562 -0.71770352730384246 0.87145027413087739 -0.74040828402965309 0.15809176577078479 1.6610427917480468 -0.0012634166344038453 0.025531696902542578 2.8460402377446492 -0.88684858185904358 0.82215873813629148 0.88405610203742979 -0.38270449493870595 -0.57461067616939543 -0.7917940230596634 1.519572398265203 -0.32359843373298647 -0.19026154764767353 0.78995475082397459 0.66970344161987305 -0.62869310855865479 -0.7488195237659272 -0.8832772302627564 -0.29367851484389534 leaf_weight=2999 39 20 96456 25 29 26 29 40 29 32 36 39 34 31 833 25 2138 41 24 28 20 20 33 28 21 24 32 29 25 20 24 21 20 21 leaf_count=2999 39 20 96456 25 29 26 29 40 29 32 36 39 34 31 833 25 2138 41 24 28 20 20 33 28 21 24 32 29 25 20 24 21 20 21 internal_value=0 0.886425 -0.000139434 0.079387 0.097157 0.540003 1.00921 1.49717 -0.377541 0.0741139 0.578948 0.0578449 0.0678173 -0.205083 -0.0029083 0.0690556 0.0562665 0.197599 1.06695 -0.00448626 0.0620909 0.00694158 -0.845536 0.134264 -0.1463 -0.00524482 0.466332 -0.00551827 -0.00521814 0.148382 -0.00542418 -0.268373 -0.419291 -0.233697 internal_weight=0 59 103232 3464 3336 165 98 69 128 3171 99 3072 3033 63 99768 3137 3112 926 65 2186 66 2158 62 861 67 96631 56 96575 96505 46 96480 46 70 50 internal_count=103291 59 103232 3464 3336 165 98 69 128 3171 99 3072 3033 63 99768 3137 3112 926 65 2186 66 2158 62 861 67 96631 56 96575 96505 46 96480 46 70 50 cat_boundaries=0 5 11 cat_threshold=1073774592 2 4096 136314912 2148007968 279680 131104 576 32768 536879173 1 is_linear=0 shrinkage=0.01 Tree=290 num_leaves=24 num_cat=3 split_feature=25 16 22 16 25 7 0 6 7 0 4 7 5 5 10 3 4 2 25 4 26 26 3 split_gain=495863 575296 417793 281465 238751 207577 296264 218267 818596 2.31992e+06 366739 232260 270303 249064 168286 163240 157711 136144 484344 120216 93730.1 30498 13365.3 threshold=0 1079.5035000000003 550.81750000000011 518.28800000000012 1 769.5200000000001 1438.4900000000002 303.53610000000003 8.0915000000000017 6.6497500000000009 483.06600000000009 359.98750000000001 45.697460000000014 53.216750000000005 125.12683500000001 1077.3535000000002 151.97640000000001 108.13500000000002 2 1468.3681000000001 2022.5000000000002 2022.5000000000002 26.311000000000003 decision_type=9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=3 2 4 5 21 6 7 11 9 -9 -10 13 -13 -1 -5 17 20 19 -19 -6 -17 -2 -7 right_child=1 -3 -4 14 15 22 -8 8 10 -11 -12 12 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 leaf_value=0.14053475429802995 -0.60036045968532559 1.3589773393446398 1.3157298847039542 -0.05389975865681966 -0.0048381035409053247 -0.75432264709472663 1.3306705521401905 -0.13076915969848632 0.22588520166036244 3.3173557117581369 -1.1547402544548877 0.092519552635424065 1.4040489578247071 -0.14018528428714569 -1.3198880050295876 0.28012263059616088 -1.2061457899638586 0.33899282673881814 -0.0065596074637512608 0.73445993163368928 -0.56471419367296949 -0.2972878938481428 -0.39311537822087611 leaf_weight=2357 64 31 24 21 97789 20 21 50 74 32 26 33 30 365 21 24 21 518 1757 22 29 69 21 leaf_count=2357 64 31 24 21 97789 20 21 50 74 32 26 33 30 365 21 24 21 518 1757 22 29 69 21 internal_value=0 -0.00308666 -0.00350787 0.125709 -0.00382356 0.137391 0.147089 0.138711 0.474226 1.21484 -0.133077 0.116785 0.717057 0.102892 -0.686894 -0.0032399 -0.472741 -0.00289309 0.0735813 -0.00467182 -0.182147 -0.412139 -0.569314 internal_weight=0 100348 100317 3071 100293 3029 2988 2967 182 82 100 2785 63 2722 42 100160 74 100086 2275 97811 53 133 41 internal_count=103419 100348 100317 3071 100293 3029 2988 2967 182 82 100 2785 63 2722 42 100160 74 100086 2275 97811 53 133 41 cat_boundaries=0 6 10 16 cat_threshold=1073774592 0 4096 134217730 2147483680 1 0 0 0 131072 16384 672 276889608 0 536879120 1024 is_linear=0 shrinkage=0.01 Tree=291 num_leaves=22 num_cat=3 split_feature=25 16 22 14 14 2 14 25 2 1 6 10 2 11 25 5 5 10 5 3 9 split_gain=485992 563847 409479 399980 336855 305470 254192 229354 215339 373826 946152 447367 420119 332959 165484 190505 208192 145365 276782 169166 94185.4 threshold=0 1079.5035000000003 550.81750000000011 766.49265000000003 369.57140000000004 182.24800000000002 1018.0250000000002 1 23.808250000000005 1.6551500000000001 450.66846000000004 450.66846000000004 57.433500000000009 1.6520500000000002 2 606.07650000000001 260.7501875000001 786.71250000000009 65.306500000000014 543.52500000000009 41.901600000000009 decision_type=9 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=3 2 6 4 8 20 7 -2 14 10 12 13 -10 -11 -1 16 -16 19 -19 -9 -6 right_child=1 -3 -4 -5 5 -7 -8 17 9 11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 leaf_value=0.42394391454252089 -0.40509156025631327 1.3453875763185561 1.3025725189844766 1.2937092027993038 -0.60903554734729581 -1.5907439617883592 -0.84392568575011351 -0.0026424090039214947 1.0030535929880025 0.1725752677527112 2.593863018126715 1.2620539197921752 0.15122008705227247 -0.48647165321736113 0.064479276076158179 0.74286603620648384 -0.49806877059095045 0.08690778407028743 1.3727937672896817 -0.26900700233471442 0.3172492259481679 leaf_weight=123 132 31 24 29 21 21 36 99794 81 284 21 30 203 105 2022 40 68 70 22 239 23 leaf_count=123 132 31 24 29 21 21 36 99794 81 284 21 30 203 105 2022 40 68 70 22 239 23 internal_value=0 -0.00305546 -0.00347246 0.124452 0.113714 -0.598441 -0.003785 -0.00348332 0.129263 0.279295 0.545627 0.0854259 0.394173 -0.00531657 0.0810509 0.0589827 0.0461763 -0.00291311 0.394402 -0.00327881 -0.124841 internal_weight=0 100348 100317 3071 3042 65 100293 100257 2977 724 305 419 284 389 2253 2130 2090 100125 92 100033 44 internal_count=103419 100348 100317 3071 3042 65 100293 100257 2977 724 305 419 284 389 2253 2130 2090 100125 92 100033 44 cat_boundaries=0 6 10 15 cat_threshold=1073774592 0 4096 134217730 2147483680 1 0 0 0 131072 0 0 0 0 2147483680 is_linear=0 shrinkage=0.01 Tree=292 num_leaves=34 num_cat=1 split_feature=2 16 4 24 19 10 0 1 5 10 2 4 7 7 5 8 4 11 11 6 4 13 0 6 10 8 4 5 0 8 4 7 7 split_gain=352436 547386 2.70555e+06 356500 392616 678470 462857 330518 221852 315727 214580 154310 147835 279398 368792 262777 191418 141479 104397 100467 955888 105976 98144.2 82692.8 70355.5 46190.7 36558.4 22144.8 20764 26059.9 8097.49 2566.44 2043.34 threshold=108.13500000000002 332.25000000000006 422.08750000000003 0 224.52200000000002 450.66846000000004 748.92250000000013 765.46000000000015 543.52500000000009 450.66846000000004 1432.0500000000002 522.5150000000001 607.15100000000018 391.72750000000002 62.558000000000007 66.991890000000012 1086.5100000000002 671.11374000000012 75.218420000000023 884.13250000000005 4.4316985000000004 256.34000000000009 28.693750000000005 193.04400000000001 53.644500000000015 151.1985 7.8873450000000007 99.021000000000015 10.480500000000001 11.555000000000001 1468.3681000000001 1449.0631000000001 883.10000000000014 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 3 18 7 5 6 10 8 9 11 -5 -2 13 16 24 -16 17 19 -3 21 -21 -1 26 25 28 27 -19 31 29 -15 -18 32 -14 right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 23 14 15 -17 30 22 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 leaf_value=-0.0034438199252865504 -0.043151141237847662 0.14732747236887614 3.9844652808847885 0.17631384929042657 -1.1637043662298294 1.7839392330028392 1.4571973528180804 1.102505086517334 -0.84368089120728629 0.91389033219393567 -0.70788342033113749 -0.70823131210274171 -0.3482641205580338 0.010844392910809584 0.44517342181432817 2.0467984137535096 0.44039743134469694 -0.33311499236234982 -0.78539531389872241 -0.3004126168105562 2.1839382689339777 0.1592476761066795 -0.99798905754089362 -0.72698743084498818 0.62374192123413086 0.19672445443960335 0.15407756948471071 0.032446291446685795 -0.25520154762268066 0.41950528049468994 0.66739854303995771 -0.43431186151504519 -0.24108187856345342 leaf_weight=99595 1127 24 21 1389 21 27 28 25 35 34 28 36 46 71 21 20 33 67 24 59 21 402 20 35 25 26 20 20 20 20 30 20 29 leaf_count=99595 1127 24 21 1389 21 27 28 25 35 34 28 36 46 71 21 20 33 67 24 59 21 402 20 35 25 26 20 20 20 20 30 20 29 internal_value=0 0.111014 0.990727 0.088941 0.192687 0.213347 0.184001 -0.035534 -0.0589158 -0.0359694 0.158842 -0.0637383 -0.00235505 -0.00184756 0.395108 1.22645 -0.00254844 -0.00289496 -0.319034 -0.00250638 0.351729 -0.00278978 -0.366326 -0.291924 0.144482 -0.183929 -0.221117 -0.26999 0.0365408 0.10066 0.548493 -0.333661 -0.30682 internal_weight=0 2819 69 2750 1493 1472 1445 1257 1232 1197 1417 1163 100600 100424 177 41 100247 100184 48 100077 80 99997 107 176 136 141 87 115 111 91 63 95 75 internal_count=103419 2819 69 2750 1493 1472 1445 1257 1232 1197 1417 1163 100600 100424 177 41 100247 100184 48 100077 80 99997 107 176 136 141 87 115 111 91 63 95 75 cat_boundaries=0 1 cat_threshold=2220 is_linear=0 shrinkage=0.01 Tree=293 num_leaves=35 num_cat=1 split_feature=2 16 4 4 2 1 0 5 24 6 5 3 7 7 5 8 4 11 11 6 4 13 0 6 8 8 6 4 26 0 5 7 7 7 split_gain=345422 536493 2.65171e+06 351264 495734 468294 462775 375707 349628 376252 209544 171946 144893 273838 361453 257548 187609 138664 102319 98467.5 936866 103867 96191.2 81047.2 55108.7 45271.5 40040.1 35830.9 35306.5 30078.6 21704.1 7872.56 2515.36 2002.68 threshold=108.13500000000002 332.25000000000006 422.08750000000003 553.21400000000006 747.71500000000015 765.46000000000015 883.10000000000014 232.46600000000004 0 228.27997500000004 543.52500000000009 241.37250000000003 607.15100000000018 391.72750000000002 62.558000000000007 66.991890000000012 1086.5100000000002 671.11374000000012 75.218420000000023 884.13250000000005 4.4316985000000004 256.34000000000009 28.693750000000005 193.04400000000001 55.589700000000015 151.1985 57.345049500000009 7.8873450000000007 2022.5000000000002 25.512800000000002 99.021000000000015 477.22500000000008 1449.0631000000001 883.10000000000014 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 2 2 2 2 2 2 2 left_child=12 3 18 5 7 6 8 29 10 -10 -2 -7 13 16 24 -16 17 19 -3 21 -21 -1 27 25 26 30 31 -19 -18 -5 32 -15 33 -14 right_child=1 2 -4 4 -6 11 -8 -9 9 -11 -12 -13 23 14 15 -17 28 22 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 leaf_value=-0.0034093816859283848 -0.055192656543740018 0.14585423628489178 3.9446206610543384 -0.44545599603652952 -1.8510900139524824 0.56931011657714847 1.3077733796642672 0.58829027557984381 0.12227749951091334 0.69077400841173675 -1.0219833133531655 1.8133005194664003 -0.3447814765183822 -0.17215011244728451 0.44072167501563114 2.026330481052399 0.86618320811878546 -0.329783843382081 -0.77754135578870776 -0.29740849026178912 2.1620988300868444 0.15765519594819985 -0.98800916767120361 -0.71971755736214771 0.47853489292992485 0.19475721065814677 0.42245846629142764 0.15253680324554444 0.36959725775369784 -0.95711491196243859 0.032121844053268435 0.026498896322752298 -0.42996874761581427 -0.23867105944403286 leaf_weight=99595 887 24 21 20 21 25 31 39 1531 126 23 20 46 42 21 20 22 67 24 59 21 402 20 35 36 26 20 20 41 27 20 38 20 29 leaf_count=99595 887 24 21 20 21 25 31 39 1531 126 23 20 46 42 21 20 22 67 24 59 21 402 20 35 36 26 20 20 41 27 20 38 20 29 internal_value=0 0.109904 0.980819 0.0880516 -0.473652 0.110792 0.0932732 -0.137301 0.0786065 0.164514 -0.0787625 1.12219 -0.00233149 -0.00182908 0.391157 1.21419 -0.00252295 -0.00286601 -0.315844 -0.00248132 0.348212 -0.00276188 -0.362663 -0.289004 0.143037 -0.18209 0.0222582 -0.218906 0.543008 -0.739388 -0.26729 -0.0777918 -0.330324 -0.303752 internal_weight=0 2819 69 2750 107 2643 2598 86 2567 1657 910 45 100600 100424 177 41 100247 100184 48 100077 80 99997 107 176 136 141 100 87 63 47 115 80 95 75 internal_count=103419 2819 69 2750 107 2643 2598 86 2567 1657 910 45 100600 100424 177 41 100247 100184 48 100077 80 99997 107 176 136 141 100 87 63 47 115 80 95 75 cat_boundaries=0 1 cat_threshold=2188 is_linear=0 shrinkage=0.01 Tree=294 num_leaves=35 num_cat=1 split_feature=2 17 7 24 0 2 1 8 0 0 7 2 7 7 5 8 4 11 12 19 0 0 1 12 8 8 4 4 26 5 7 0 7 7 split_gain=338548 526146 1.60468e+06 383597 402258 393138 328040 230288 196433 245537 179811 326075 142009 268389 354260 252422 183875 135904 131884 124994 100343 94277 92440.1 114017 54012 50619.5 82523.9 35117.8 34603.9 23395.8 13987.5 11039.1 6237.6 546.494 threshold=108.13500000000002 439.37528000000003 78.236250000000013 0 748.92250000000013 505.12500000000006 765.46000000000015 679.47498000000007 2.8222380000000005 11.006572500000001 212.52070000000001 381.19000000000005 607.15100000000018 391.72750000000002 62.558000000000007 66.991890000000012 1086.5100000000002 671.11374000000012 26.741000000000003 5.6142500000000011 242.38250000000002 28.693750000000005 1083.8250000000003 1040.4400000000003 55.589700000000015 275.17750000000007 95.658810000000017 7.8873450000000007 2022.5000000000002 108.75750000000001 477.22500000000008 55.204000000000015 1449.0631000000001 769.5200000000001 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 3 -3 6 7 -6 10 8 18 -10 19 -12 13 16 24 -16 17 22 -5 20 -2 27 23 -1 30 26 29 -19 -18 32 -15 -24 33 -14 right_child=1 2 -4 4 5 -7 -8 -9 9 -11 11 -13 25 14 15 -17 28 21 -20 -21 -22 -23 31 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 leaf_value=-0.0024113144908137368 -0.055913424575153518 -0.64399687441912568 3.2697441477775575 0.052766913109447748 0.21311267515887383 2.1055653018043152 1.1505216961815243 -0.7678463716860171 0.94538206427185634 0.24222546520995572 -0.081448361748143253 -1.6112354729392311 -0.25360598754882813 -0.0938908306757609 0.43631448615164986 2.0060671317577361 0.85752141865816978 -0.32648599905754205 0.441445010486402 0.6867576789855957 -0.43032642772793772 -0.97812907791137693 -0.43778686579535986 0.52503983055672998 0.47374955190552603 0.12122987233675443 -0.95472040987014761 0.15101143431663513 0.36590128503194669 0.049893907070159907 0.14269381503669584 -0.17388974065366 -0.47252946203405211 -0.3045229142566897 leaf_weight=99962 680 22 20 1077 23 21 21 27 54 618 38 22 35 51 21 20 22 67 95 21 80 20 51 41 36 26 20 20 41 20 49 23 22 53 leaf_count=99962 680 22 20 1077 23 21 21 27 54 618 38 22 35 51 21 20 22 67 95 21 80 20 51 41 36 26 20 20 41 20 49 23 22 53 internal_value=0 0.108805 1.21969 0.0920033 0.170338 1.11633 -0.0830351 0.149001 0.162426 0.298729 -0.114825 -0.64237 -0.00230818 -0.00181079 0.387246 1.20205 -0.00249772 -0.00283735 0.0842724 -0.0742962 -0.0953253 -0.359037 -0.00245651 -0.00219507 0.141607 -0.286114 -0.356721 -0.216716 0.537578 -0.264721 0.0220356 -0.355765 -0.321923 -0.284272 internal_weight=0 2819 42 2777 1915 44 862 1871 1844 672 841 60 100600 100424 177 41 100247 100184 1172 781 760 107 100077 100003 136 176 150 87 63 130 100 74 110 88 internal_count=103419 2819 42 2777 1915 44 862 1871 1844 672 841 60 100600 100424 177 41 100247 100184 1172 781 760 107 100077 100003 136 176 150 87 63 130 100 74 110 88 cat_boundaries=0 1 cat_threshold=2184 is_linear=0 shrinkage=0.01 Tree=295 num_leaves=45 num_cat=6 split_feature=6 5 25 18 20 1 8 6 6 25 0 2 0 2 24 25 24 26 19 20 2 25 1 8 5 26 0 26 1 5 6 0 9 2 0 26 5 5 5 1 1 26 2 6 split_gain=260685 724808 411677 549435 596818 501946 349016 337748 255552 226758 314931 278832 222657 274391 216179 228903 643807 1.11476e+06 273844 311276 246022 200483 277275 187320 180553 174714 163208 614311 142342 140688 128255 87445 96003.3 86865.7 78075.6 72877.8 61386.4 81861.9 67063.4 49695.4 36239.2 63891.5 30594.9 10166.2 threshold=181.63000000000002 1062.3775000000003 0 120.63600000000001 38.592000000000006 227.56250000000003 263.08125000000007 884.13250000000005 422.87500000000006 1 1077.3535000000002 1054.5000000000002 658.11750000000018 747.71500000000015 2 3 4 2022.5000000000002 28.2849 23.857500000000005 51.871000000000009 5 543.52500000000009 302.94500000000005 106.89600000000002 2022.5000000000002 438.09750000000008 2022.5000000000002 2.8222380000000005 87.012500000000017 422.87500000000006 252.12500000000003 275.32250000000005 408.041 285.35875000000004 2022.5000000000002 476.36400000000003 152.16750000000005 104.04600000000001 233.37814 59.886000000000003 2022.5000000000002 1432.0500000000002 254.50300000000001 decision_type=2 2 9 2 2 2 2 2 2 9 2 2 2 2 1 9 1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 4 5 7 -7 -2 -5 10 14 12 13 26 21 16 17 -16 20 -20 -17 22 33 34 40 -15 29 -28 -12 -11 36 32 39 -1 -23 -18 37 38 -4 -32 41 -14 -13 -39 right_child=1 -3 30 8 -6 6 -8 -9 -10 11 28 42 24 25 15 18 35 -19 19 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31 31 -33 -34 -35 -36 -37 -38 43 -40 -41 -42 -43 -44 -45 leaf_value=-0.13110496846666359 0.093126792030781516 1.8224934188842772 0.040532081405433379 0.055270714254482933 1.9344709181785584 1.3249713306557644 0.085726437424168439 1.1766143897271926 -1.3917916650038498 -0.0071030085297153333 1.2033959859960219 -1.0416539873247561 -0.042551039014543809 1.3590823817253113 1.9591304562009615 0.032318080298741413 -0.21752598418402919 -0.018905279636383058 1.1692576140545785 -0.066439514921771151 0.26244360306615494 0.027719521822169302 0.72043330694499774 1.0110263805985451 -1.3050015616416932 0.11010532833281017 1.0088984067099436 -0.27386290200054647 0.14021202325820922 0.081499515072456855 -0.181532785380698 -0.76681521963190147 0.46298029617829756 -0.59375363804045178 0.61489707449208131 0.17112056702375411 0.58560507714748389 -0.19190744613779004 0.63246747779846191 -0.70545618152618406 0.11735261726379395 -0.61799168475838595 -0.52586056253184443 -0.45238796880168303 leaf_weight=1203 400 25 445 23 24 73 33 31 26 91275 34 23 35 24 58 4830 97 56 47 36 514 1468 38 20 20 21 70 80 20 1828 191 27 22 42 23 96 20 29 20 20 20 43 23 31 leaf_count=1203 400 25 445 23 24 73 33 31 26 91275 34 23 35 24 58 4830 97 56 47 36 514 1468 38 20 20 21 70 80 20 1828 191 27 22 42 23 96 20 29 20 20 20 43 23 31 internal_value=0 0.134625 0.104804 0.298048 0.391631 0.322677 0.939169 0.171057 -0.712558 -0.000868468 0.0482948 -0.0053874 -0.00500469 -0.00445564 0.0435306 0.0785958 0.340374 0.90783 0.0631885 0.633293 0.0544522 -0.0286109 -0.120093 0.0493461 -0.439118 0.776226 -0.00483236 0.324759 0.809624 -0.00536337 -0.0447748 -0.228078 -0.165649 -0.146712 0.0367773 -0.023017 0.0418512 0.0211367 0.0659917 -0.231194 -0.262407 -0.359781 -0.783757 -0.326489 internal_weight=0 1440 1415 610 561 537 106 431 49 102044 8582 93462 93416 93298 8528 5734 307 114 5427 83 5344 2794 1283 1511 118 45 93253 150 54 93103 805 260 233 1245 1491 193 545 525 465 211 98 78 46 60 internal_count=103484 1440 1415 610 561 537 106 431 49 102044 8582 93462 93416 93298 8528 5734 307 114 5427 83 5344 2794 1283 1511 118 45 93253 150 54 93103 805 260 233 1245 1491 193 545 525 465 211 98 78 46 60 cat_boundaries=0 5 11 12 17 18 23 cat_threshold=32768 0 576 35651584 8260 1081600 541114370 394 204636200 2283274288 513 2433 0 0 0 134348808 2147483696 84 32768 16384 8 2228256 2147483696 is_linear=0 shrinkage=0.01 Tree=296 num_leaves=25 num_cat=5 split_feature=16 16 1 17 18 14 24 12 9 12 25 2 1 25 0 24 2 25 5 6 2 2 2 2 split_gain=268821 332665 250809 356577 511230 341556 258676 418887 697372 334030 242410 242160 239949 215613 225022 169527 379898 267923 151464 140049 109278 175577 12248.2 13777.8 threshold=1079.5035000000003 1373.8950000000002 38.038500000000006 509.97525000000007 29.287239000000003 766.49265000000003 0 53.632429500000008 373.75800000000004 607.84575000000007 1 873.74500000000012 670.0675 2 1438.4900000000002 3 51.871000000000009 4 23.105000000000004 1070.9310000000003 654.54975000000002 537.86000000000013 1054.5000000000002 1432.0500000000002 decision_type=2 2 2 2 2 2 1 2 2 2 9 2 2 9 2 1 2 9 2 2 2 2 2 2 left_child=2 -2 11 5 -5 6 7 12 -9 10 -8 13 -4 14 15 17 -17 -1 22 20 21 -15 -13 -24 right_child=1 -3 3 4 -6 -7 9 8 -10 -11 -12 18 -14 19 -16 16 -18 -19 -20 -21 -22 -23 23 -25 leaf_value=-0.16138654896830695 1.689632435753232 -0.11243497753143311 0.07384502081714911 2.1349113855361939 -0.12612883520126342 1.3301535197666712 0.072001624862688102 0.37613193298160041 2.3012577492850168 -1.0128855526447296 -0.092620719145062161 -0.10717487210812776 0.66669184563865136 -0.0075886084172677041 1.0741448338826498 0.047987559560597054 0.3637809347221167 0.034962436544329095 -1.2764059143066406 -0.77166324575742085 0.60609352309128339 -0.73714505600206781 -0.55536835937500006 -0.23750530115763346 leaf_weight=952 21 20 1776 20 20 21 2484 181 21 32 1385 23 71 86700 21 6675 404 2496 20 24 29 33 25 30 leaf_count=952 21 20 1776 20 20 21 2484 181 21 32 1385 23 71 86700 21 6675 404 2496 20 24 29 33 25 30 internal_value=0 0.810575 0.000685909 0.063376 1.00439 0.057072 0.0525788 0.14322 0.576269 0.00459059 0.0130179 -0.00318171 0.0966345 -0.00268147 0.039989 0.0379639 0.0659168 -0.0195599 -0.500026 -0.00787135 -0.00766097 -0.00786619 -0.300954 -0.381989 internal_weight=0 41 103443 6011 40 5971 5950 2049 202 3901 3869 97432 1847 97334 10548 10527 7079 3448 98 86786 86762 86733 78 55 internal_count=103484 41 103443 6011 40 5971 5950 2049 202 3901 3869 97432 1847 97334 10548 10527 7079 3448 98 86786 86762 86733 78 55 cat_boundaries=0 1 7 13 14 19 cat_threshold=55 45385356 544 10551872 35652608 536879172 1024 545292544 541245442 4490 204636200 2282758194 513 2433 32768 0 8 2228256 2147483696 is_linear=0 shrinkage=0.01 Tree=297 num_leaves=25 num_cat=2 split_feature=16 16 1 17 15 14 18 2 24 12 13 5 1 0 8 0 24 2 0 3 0 7 2 2 split_gain=263471 326045 245816 349481 513307 334759 255769 237341 225892 357902 250457 148450 142566 131219 391619 367083 281524 217743 129633 111753 100396 67427.8 12004.5 13503.6 threshold=1079.5035000000003 1373.8950000000002 38.038500000000006 509.97525000000007 206.14500000000001 766.49265000000003 341.11206000000004 873.74500000000012 0 37.243000000000016 393.36000000000007 23.105000000000004 211.31080500000004 438.09750000000008 21.649500000000003 468.26850000000007 1 747.71500000000015 594.30750000000012 670.0675 367.42525000000006 78.236250000000013 1054.5000000000002 1432.0500000000002 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=2 -2 7 5 -5 6 8 13 9 -4 -10 22 -8 17 15 -15 -17 19 -16 20 -1 -21 -9 -24 right_child=1 -3 3 4 -6 -7 12 11 10 -11 -12 -13 -14 14 18 16 -18 -19 -20 21 -22 -23 23 -25 leaf_value=-0.002885890281841308 1.6727361097789948 -0.11131061553955078 0.10783563220620913 -0.13846695709228515 2.1271616597175598 1.3168520391555061 -0.17248859842618305 -0.10610312917958135 0.02884558004835407 0.58966071174668433 -0.63844723760035993 -1.2636418647766114 -1.3007229759579613 1.3384401066601277 -0.20090684494146935 0.53339118265757601 -0.070235591365935962 0.87833381175994873 -1.2572641554332915 -0.36504763945937158 -0.31833163261413577 0.2230359699415124 -0.54981468048095705 -0.23513024965922039 leaf_weight=96671 21 20 1416 20 20 21 24 23 4259 173 57 20 21 31 26 127 178 28 21 128 101 23 25 30 leaf_count=96671 21 20 1416 20 20 21 24 23 4259 173 57 20 21 31 26 127 178 28 21 128 101 23 25 30 internal_value=0 0.802469 0.000678908 0.0627419 0.994347 0.056501 0.0520527 -0.00315002 0.0577762 0.159291 0.0199866 -0.495025 -0.698998 -0.00265478 0.182078 0.301672 0.196296 -0.00338456 -0.672896 -0.00363928 -0.00321512 -0.275472 -0.297944 -0.378169 internal_weight=0 41 103443 6011 40 5971 5950 97432 5905 1589 4316 98 45 97334 383 336 305 96951 47 96923 96772 151 78 55 internal_count=103484 41 103443 6011 40 5971 5950 97432 5905 1589 4316 98 45 97334 383 336 305 96951 47 96923 96772 151 78 55 cat_boundaries=0 1 2 cat_threshold=23 3106 is_linear=0 shrinkage=0.01 Tree=298 num_leaves=44 num_cat=7 split_feature=4 25 6 5 7 4 25 24 2 2 3 2 6 11 16 25 10 24 0 2 26 12 25 0 14 2 5 0 6 3 3 2 25 0 7 7 12 2 0 3 3 12 16 split_gain=296837 532742 1.03311e+06 708745 317621 976410 249556 315201 391322 700405 242201 241364 235475 219832 215902 257419 351797 294277 453847 373305 880533 270421 260931 215095 211429 191683 187499 176858 170136 156382 165588 232887 105174 78098.2 61035.9 55504.4 50964.4 80952.9 59176.3 32176.3 25831.8 19868.4 10680.2 threshold=194.61300000000003 0 199.14240000000004 178.71625000000003 520.34250000000009 553.21400000000006 1 2 408.041 537.86000000000013 1439.8675000000001 329.85800000000006 233.37814 4.5710000000000006 164.10395400000004 3 1092.2834 4 507.61050000000006 23.061000000000003 2022.5000000000002 1040.4400000000003 5 538.27200000000016 766.49265000000003 1054.5000000000002 368.28750000000008 147.71000000000001 163.44010000000003 249.93500000000003 123.09910000000001 45.363300000000002 6 272.97600000000006 62.172000000000004 187.56300000000005 20.698500000000006 153.80460000000002 38.467500000000008 57.341250000000009 169.67250000000004 228.79300000000003 267.04450000000003 decision_type=2 9 2 2 2 2 9 1 2 2 2 2 2 2 2 9 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=10 2 13 -4 6 12 33 11 26 -10 14 32 -6 29 15 17 21 18 24 22 -21 25 -19 35 -1 -17 -9 39 -13 30 31 -2 -8 34 40 36 37 -16 -38 -15 -3 42 -37 right_child=1 4 3 -5 5 -7 7 8 9 -11 -12 28 -14 27 23 16 -18 19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 41 38 -39 -40 -41 -42 -43 -44 leaf_value=-0.069417667708450079 0.26152435616885916 -0.25987755870819096 0.72677202094684945 3.2951464861915225 2.3965562393551783 -0.73252356626221837 -0.27779504578590397 0.098256946820319352 2.5329726238250734 0.11704438889026643 0.78683932548914204 -0.093356634140014647 0.93193426484647013 0.4367065325081349 -0.1431815658105563 -0.0047713999546572031 1.1162493988445827 0.36930006991299713 0.99070998055594306 0.82712638436693009 0.0091101992735787042 1.0350850114822387 0.049880180574309867 -1.1802447152137756 0.93908105214436843 -0.63686491707960768 0.81211703324317941 -0.99862360215187074 -1.3009623854500907 1.3073124930858613 -0.41302914412125297 1.3276061518987021 0.077569714888213348 -0.90037188768386844 0.27913393548876048 -0.45873047460209243 -0.099423125740644103 -0.73139115524291998 0.31209104364993528 -0.13053468132019044 -0.64247421360015866 -0.68340587275368836 -0.13943831580877306 leaf_weight=2060 85 150 22 21 21 29 115 459 20 30 39 20 23 20 365 94428 28 265 42 226 315 25 3856 21 21 48 40 20 28 20 23 27 242 20 20 22 111 25 51 20 20 21 20 leaf_count=2060 85 150 22 21 21 29 115 459 20 30 39 20 23 20 365 94428 28 265 42 226 315 25 3856 21 21 48 40 20 28 20 23 27 242 20 20 22 111 25 51 20 20 21 20 internal_value=0 0.140874 0.544998 1.98109 0.0517623 0.692041 0.0120521 0.081208 0.235698 1.08342 -0.00106347 -0.128846 1.63096 0.283128 -0.00136488 -0.000211881 -0.00448483 0.0592384 -0.0382887 0.103638 0.350832 -0.00481737 0.0714376 -0.185036 -0.0592406 -0.00509254 0.15548 -0.230817 -0.797793 0.482074 0.359817 0.518526 -0.0425121 -0.292072 -0.243413 -0.151053 -0.118959 -0.180887 0.0301276 0.153086 -0.304889 -0.43226 -0.306687 internal_weight=0 1495 258 43 1237 73 1164 954 549 50 101989 405 44 215 101950 101314 94529 6785 2123 4662 541 94501 4121 636 2081 94476 499 60 48 155 135 112 357 210 190 615 552 390 162 40 170 63 42 internal_count=103484 1495 258 43 1237 73 1164 954 549 50 101989 405 44 215 101950 101314 94529 6785 2123 4662 541 94501 4121 636 2081 94476 499 60 48 155 135 112 357 210 190 615 552 390 162 40 170 63 42 cat_boundaries=0 5 10 11 17 18 23 26 cat_threshold=16384 16400 512 0 8192 76546048 536870944 72 2097154 553648144 2444 1081344 541097986 4234 204636202 2147483696 512 2944 0 536870912 4096 131072 2147483648 32768 0 32 is_linear=0 shrinkage=0.01 Tree=299 num_leaves=42 num_cat=6 split_feature=4 8 13 16 12 7 25 24 9 6 0 12 6 4 3 16 25 24 0 2 26 19 12 0 9 0 2 2 2 0 0 17 25 24 7 8 12 7 12 16 26 split_gain=290872 639516 653391 595041 390607 412054 295334 362896 471688 502299 633023 327177 314455 415402 237381 211606 252695 281043 443596 367739 863010 269286 264875 210814 188875 197651 188060 156347 146998 144003 126637 91137.4 65468.5 114470 54399.8 57403.5 50756.8 27329.7 19473.1 10467.7 6649.83 threshold=194.61300000000003 422.73350000000011 442.39000000000004 109.44450000000002 81.991800000000026 153.91890000000004 0 1 396.91800000000006 193.04400000000001 2.8222380000000005 159.01650000000004 242.70250000000001 522.5150000000001 1439.8675000000001 164.10395400000004 2 3 507.61050000000006 23.061000000000003 2022.5000000000002 28.2849 1040.4400000000003 538.27200000000016 303.60860000000008 354.51980000000003 1054.5000000000002 172.78900000000002 149.75950000000003 1438.4900000000002 367.42525000000006 56.619999999999997 4 5 187.56300000000005 345.35355000000004 20.935000000000006 6.7519999999999998 228.79300000000003 267.04450000000003 2022.5000000000002 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=14 6 3 4 5 -3 7 8 9 11 -11 -2 24 -14 15 16 17 18 28 21 -21 -19 26 34 25 -9 29 -10 -1 -18 31 32 37 -34 35 36 -17 -8 39 -36 -28 right_child=1 2 -4 -5 -6 -7 30 12 27 10 -12 -13 13 -15 -16 23 22 19 -20 20 -22 -23 -24 -25 -26 -27 40 -29 -30 -31 -32 -33 33 -35 38 -37 -38 -39 -40 -41 -42 leaf_value=-0.033098708517586804 0.24708068972130304 0.27168555186345028 -0.80120735263824461 2.5892509203371792 -0.44612477588653565 2.0053798632786193 -0.41648058364557666 0.11406325477773128 -0.018834795176982881 0.087639237765608155 1.9822521940867106 1.4822813374063244 -0.04204013308340853 -1.8411784558069137 0.7789709609594101 -0.15940561067145859 -0.004224576338575107 0.063775387872531772 0.98080286253066296 0.81885512282363082 0.0090190960036383733 1.1047843200683594 1.0247341388702393 -1.1684422560532888 1.0238572225570679 -0.67510099828243253 -0.50778320877448369 -1.2692238583564759 -0.34944060285206674 -0.85285114860534661 -0.79875409471988679 0.47461340970006483 0.17305422774012788 -0.17254055820593311 -0.45414317640391261 -0.63055659475780679 0.056892725927265068 -0.046490015639708594 -0.67657182034992036 -0.13804395496845245 -0.74339229431152354 leaf_weight=1929 317 26 20 23 20 29 86 268 20 29 45 23 33 21 39 379 94416 4109 42 226 315 25 25 21 20 36 23 20 159 20 25 29 151 228 22 21 152 26 21 20 25 leaf_count=1929 317 26 20 23 20 29 86 268 20 29 45 23 33 21 39 379 94416 4109 42 226 315 25 25 21 20 36 23 20 159 20 25 29 151 228 22 21 152 26 21 20 25 internal_value=0 0.139452 0.845983 1.18214 0.750631 1.18582 0.0789071 0.196068 0.38448 0.49314 1.23977 0.330638 -0.0343031 -0.741705 -0.00105243 -0.00135082 -0.000209348 0.0586002 -0.0365489 0.101937 0.347324 0.0700708 -0.00444958 -0.183186 0.0825385 0.0206096 -0.00472237 -0.644029 -0.057188 -0.0044043 -0.101683 -0.0701254 -0.102299 -0.0339407 -0.149543 -0.117769 -0.0974897 -0.303492 -0.427937 -0.30362 -0.630496 internal_weight=0 1495 118 98 75 55 1377 832 454 414 74 340 378 54 101989 101950 101314 6805 2130 4675 541 4134 94509 636 324 304 94484 40 2088 94436 545 520 491 379 615 552 531 112 63 42 48 internal_count=103484 1495 118 98 75 55 1377 832 454 414 74 340 378 54 101989 101950 101314 6805 2130 4675 541 4134 94509 636 324 304 94484 40 2088 94436 545 520 491 379 615 552 531 112 63 42 48 cat_boundaries=0 6 7 13 14 18 19 cat_threshold=49152 147984 66080 33554432 8196 5120 3634 1081600 541097986 4234 204636202 2147483696 512 2944 1049088 536870912 8 2097152 720 is_linear=0 shrinkage=0.01 Tree=300 num_leaves=19 num_cat=4 split_feature=16 25 25 14 26 0 2 6 0 0 25 1 6 0 25 18 2 26 split_gain=339101 284194 194938 453666 412012 807998 559447 268783 268323 200122 139249 136122 355763 239315 206342 170285 145951 5626.24 threshold=1079.5035000000003 0 1 873.74500000000012 2022.5000000000002 883.10000000000014 54.445500000000003 673.95850000000007 1438.4900000000002 48.737500000000004 2 30.440000000000001 550.73124000000007 104.04600000000001 3 887.50750000000005 1054.5000000000002 2022.5000000000002 decision_type=2 9 9 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 left_child=1 17 3 4 5 6 -3 10 11 -9 -6 15 14 -14 -13 16 -4 -1 right_child=-2 2 8 -5 7 -7 -8 9 -10 -11 -12 12 13 -15 -16 -17 -18 -19 leaf_value=0.58363233727923891 0.94640413284301761 0.07026202040841717 -0.0045379840635892304 1.4978575689142399 -0.055282396229302012 2.0179219332985254 0.52478264675537745 -0.12659156304818614 -0.96369492152641556 -1.3441244937755443 0.16447649276047421 0.076573805375071663 1.3840695947589297 0.037595253207466824 -0.052606067639755158 0.87507937344637787 -0.58061465306715532 0.44493697593952053 leaf_weight=59 38 1930 93030 22 1835 23 315 27 29 27 332 4063 33 22 1769 22 44 58 leaf_count=59 38 1930 93030 22 1835 23 315 27 29 27 332 4063 33 22 1769 22 44 58 internal_value=0 0.00157712 0.000996901 0.0652119 0.0583359 0.153141 0.134037 -0.0384756 -0.00193503 -0.735358 -0.0211099 -0.00165345 0.0449805 0.84548 0.0374312 -0.00460239 -0.00481032 0.474336 internal_weight=0 103640 103523 4511 4489 2268 2245 2221 99012 54 2167 98983 5887 55 5832 93096 93074 117 internal_count=103678 103640 103523 4511 4489 2268 2245 2221 99012 54 2167 98983 5887 55 5832 93096 93074 117 cat_boundaries=0 5 11 17 23 cat_threshold=0 0 0 0 2147483680 1074823168 32768 4096 4227328 1048576 1 1081344 0 0 32768 0 1 52712972 538984468 10584800 52429824 536879172 1024 is_linear=0 shrinkage=0.01 Tree=301 num_leaves=19 num_cat=4 split_feature=16 25 25 14 24 2 2 0 0 0 25 17 1 6 17 0 18 2 split_gain=332353 278538 191073 444636 456981 989782 2.9618e+06 336671 500796 262984 190360 161123 133415 348683 281191 234553 166896 143047 threshold=1079.5035000000003 0 1 873.74500000000012 2 54.445500000000003 136.53000000000003 883.10000000000014 1077.3535000000002 1438.4900000000002 3 644.03250000000014 30.440000000000001 550.73124000000007 463.09500000000008 104.04600000000001 887.50750000000005 1054.5000000000002 decision_type=2 9 9 2 1 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 10 -7 11 -9 12 -3 -6 16 14 -14 -15 17 -4 right_child=-2 2 9 -5 7 6 -8 8 -10 -11 -12 -13 13 15 -16 -17 -18 -19 leaf_value=0.46959249166053113 0.93694005665026214 -0.16153859308271698 -0.0044926042636295269 1.4828789381547407 0.02114475964260492 4.6130366593315486 0.18713091708995677 2.0671615161895751 0.072943008927737973 -0.95405796396321263 0.34312124748859141 -0.87862978172302253 0.03298404781776685 1.3702288910836884 1.2207516884207725 0.037219306338917124 0.8663285740939054 -0.57480851563540369 leaf_weight=117 38 122 93030 22 4048 21 54 20 34 29 170 20 5812 33 20 22 22 44 leaf_count=117 38 122 93030 22 4048 21 54 20 34 29 170 20 5812 33 20 22 22 44 internal_value=0 0.00156148 0.00098706 0.0645622 0.057755 0.391028 1.42638 0.0270679 0.811542 -0.00191566 0.138489 0.0167211 -0.00163689 0.0445311 0.0370573 0.837025 -0.00455636 -0.00476222 internal_weight=0 103640 103523 4511 4489 367 75 4122 54 99012 292 4068 98983 5887 5832 55 93096 93074 internal_count=103678 103640 103523 4511 4489 367 75 4122 54 99012 292 4068 98983 5887 5832 55 93096 93074 cat_boundaries=0 5 11 12 13 cat_threshold=0 0 0 0 2147483680 1074823168 32768 4096 4227328 1048576 1 8 32768 is_linear=0 shrinkage=0.01 Tree=302 num_leaves=28 num_cat=1 split_feature=4 5 12 7 0 26 10 1 8 6 2 8 12 5 6 24 2 12 4 1 11 10 6 11 1 4 26 split_gain=205295 747283 179078 151955 147604 328112 575895 358776 314889 295774 164061 342845 153600 150519 1.01393e+06 215857 183642 184850 157292 134895 121771 100094 94715.9 90962.2 58255.3 7065.67 2866.59 threshold=1086.5100000000002 284.54000000000008 1040.4400000000003 0.79750000000000021 51.78475000000001 2022.5000000000002 255.87150000000005 765.46000000000015 450.66846000000004 673.95850000000007 654.54975000000002 159.88420000000005 89.607500000000016 388.83500000000009 550.73124000000007 0 590.51250000000016 6.0237500000000006 79.38300000000001 1083.8250000000003 245.62500000000003 1439.8675000000001 102.82750000000001 55.412500000000009 85.820000000000022 1468.3681000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 25 13 6 7 8 -6 10 20 -12 -11 16 15 18 19 24 -15 21 -7 -1 -17 -4 -18 -2 -21 right_child=1 -3 23 -5 5 9 -8 -9 -10 12 11 -13 -14 14 -16 22 17 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.00069204377662421474 0.41445044310196588 2.1840794944763182 -0.26673471080629452 -0.74039252567291258 0.098186622396336548 -0.01559183363019935 1.8270388105511666 1.1751712304353714 1.2738572460672131 -0.287742223324983 -1.302645206110818 0.41160976982116704 -1.4860020881891252 0.22907943427562713 2.2824437808990479 -0.023376554766083291 -0.33796830273336836 0.5981536383628846 1.0930290264553495 -0.56711392232349944 0.27252735407688677 -0.69115520295642674 -0.54548635782197463 -1.0999126682281495 -0.84414547284444175 0.18148578770955404 -0.42270202265845408 leaf_weight=97711 23 20 38 20 2400 2458 20 32 23 23 28 20 20 96 22 181 144 20 27 28 156 21 43 20 27 30 27 leaf_count=97711 23 20 38 20 2400 2458 20 32 23 23 28 20 20 96 22 181 144 20 27 28 156 21 43 20 27 30 27 internal_value=0 0.471513 0.00146426 0.00231621 0.00177547 0.0538036 0.137007 0.123239 0.109347 -0.0223255 -0.00903544 -0.588372 -0.845072 -0.000964878 0.200624 0.068635 -0.00172409 -0.311499 0.387244 -0.00111903 0.00160273 -0.000840406 -0.118321 -0.554037 -0.417891 0.282584 -0.496221 internal_weight=0 93 103585 73 103527 5180 2475 2455 2423 2705 2662 48 43 98347 369 347 97978 191 123 97787 2614 97732 224 58 171 53 55 internal_count=103678 93 103585 73 103527 5180 2475 2455 2423 2705 2662 48 43 98347 369 347 97978 191 123 97787 2614 97732 224 58 171 53 55 cat_boundaries=0 1 cat_threshold=1602 is_linear=0 shrinkage=0.01 Tree=303 num_leaves=23 num_cat=4 split_feature=16 25 25 24 26 2 2 25 1 0 9 14 21 10 10 1 6 12 0 18 2 26 split_gain=324808 273816 186603 436551 532624 1.3954e+06 2.53624e+06 414903 302579 256636 229119 214929 180247 226575 180186 135048 339432 333079 228042 163703 135165 5493.81 threshold=1079.5035000000003 0 1 2 2022.5000000000002 54.445500000000003 81.389000000000024 3 511.57525000000004 1438.4900000000002 615.99125000000015 650.34950000000015 2.1510000000000002 236.36250000000004 786.71250000000009 30.440000000000001 550.73124000000007 521.05947000000003 104.04600000000001 887.50750000000005 1054.5000000000002 2022.5000000000002 decision_type=2 9 9 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 21 3 4 5 7 -7 -3 10 15 -6 12 14 -14 -5 19 17 -17 -18 20 -4 -1 right_child=-2 2 9 11 8 6 -8 -9 -10 -11 -12 -13 13 -15 -16 16 18 -19 -20 -21 -22 -23 leaf_value=0.57330830719511394 0.92622856491490413 0.62760520961549549 -0.004567139698367027 -0.0047944806280683875 0.025120289571169942 4.4146002162586555 0.70607676102404016 0.039801002039063359 -0.93853881478309631 -0.95918884013380323 1.1105627756118774 0.90014592060675991 -0.19550575749627477 -1.3758908262252809 0.94757729530334478 0.042946058149307575 1.3524546082814535 -0.99638026558583792 0.038076439662413163 0.85789105458693071 -0.56535557547280957 0.43625495976415174 leaf_weight=59 38 152 92906 2963 703 22 114 486 32 28 20 26 87 20 20 5793 33 31 22 22 43 58 leaf_count=59 38 152 92906 2963 703 22 114 486 32 28 20 26 87 20 20 5793 33 31 22 22 43 58 internal_value=0 0.00152812 0.000958594 0.0628329 0.200692 0.38634 1.30598 0.190303 0.0130299 -0.00195414 0.0551464 -0.00523913 -0.0128742 -0.416138 0.00159085 -0.0016832 0.044798 0.0374139 0.826703 -0.00462242 -0.00482657 0.465575 internal_weight=0 103640 103523 4645 1529 774 136 638 755 98878 723 3116 3090 107 2983 98850 5879 5824 55 92971 92949 117 internal_count=103678 103640 103523 4645 1529 774 136 638 755 98878 723 3116 3090 107 2983 98850 5879 5824 55 92971 92949 117 cat_boundaries=0 5 11 12 16 cat_threshold=0 0 0 0 2147483680 1074823168 32768 4096 4358400 1048576 1 120 1048576 0 0 131072 is_linear=0 shrinkage=0.01 Tree=304 num_leaves=22 num_cat=4 split_feature=16 25 25 24 12 25 0 0 26 0 8 26 1 6 12 0 18 6 3 0 26 split_gain=318344 268366 183068 427986 329235 541454 617712 323560 769125 252373 218741 196995 127582 333379 325927 223504 160407 120754 108946 15448.1 5384.48 threshold=1079.5035000000003 0 1 2 13.870200000000002 3 10.847970000000002 883.10000000000014 2022.5000000000002 1438.4900000000002 1117.4100000000001 2022.5000000000002 30.440000000000001 550.73124000000007 521.05947000000003 104.04600000000001 887.50750000000005 1070.9310000000003 50.617500000000014 27.093000000000004 2022.5000000000002 decision_type=2 9 9 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 20 3 4 5 6 -3 10 -9 12 11 -5 16 14 -14 -15 17 -4 -6 -7 -1 right_child=-2 2 9 7 18 19 -8 8 -10 -11 -12 -13 13 15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.5675752516924325 0.91696630076358188 1.4428711688518525 -0.0044361606282963643 0.086721603992159335 -0.68981047749519353 0.025019534633709834 0.14566880324791218 2.298797102428618 -0.14930004553361373 -0.93462873056017115 0.97544777154922491 -0.052534296306200032 0.041685888410003723 1.3389300840551204 -0.98641646938939254 0.037695668719031593 0.8493121138485995 -0.5472549881586215 0.19123258209228516 0.30115407387415571 0.43189240850251298 leaf_weight=59 38 100 93033 2057 32 130 58 21 33 29 24 2007 5801 33 31 22 22 41 25 24 58 leaf_count=59 38 100 93033 2057 32 130 58 21 33 29 24 2007 5801 33 31 22 22 41 25 24 58 internal_value=0 0.00151348 0.000949653 0.0631789 0.385021 0.523129 0.909142 0.0336485 0.802738 -0.00189161 0.0235716 0.0179503 -0.00161853 0.0435289 0.036221 0.818436 -0.00447347 -0.00467528 -0.303388 0.0639039 0.460919 internal_weight=0 103640 103523 4511 369 312 158 4142 54 99012 4088 4064 98983 5887 5832 55 93096 93074 57 154 117 internal_count=103678 103640 103523 4511 369 312 158 4142 54 99012 4088 4064 98983 5887 5832 55 93096 93074 57 154 117 cat_boundaries=0 5 11 12 13 cat_threshold=0 0 0 0 2147483680 1074823168 32768 4096 4227328 1048576 1 8 1073774592 is_linear=0 shrinkage=0.01 Tree=305 num_leaves=33 num_cat=1 split_feature=4 2 2 4 24 16 4 10 0 1 11 0 2 10 1 2 6 0 1 5 1 2 1 6 6 5 0 2 5 1 4 1 split_gain=403020 925902 188468 155749 439801 542241 271119 271991 255672 293008 303768 279047 211308 180470 161041 158009 157637 146994 433520 273928 342633 230642 192131 137602 126665 224538 113608 108894 92447.3 79717.3 140.276 25.5058 threshold=904.34825000000012 362.00600000000003 49.853800000000007 194.61300000000003 0 259.21600000000007 228.79300000000003 176.89000000000001 413.40725000000003 352.68673250000012 15.185 30.001000000000001 381.19000000000005 279.94750000000005 297.44000000000005 1432.0500000000002 4.0535910000000008 70.38600000000001 765.46000000000015 156.17100000000002 252.45450000000002 590.51250000000016 1083.8250000000003 1424.6500000000003 361.43000000000006 4.440100000000001 46.075800000000008 873.74500000000012 111.52000000000001 1083.8250000000003 1468.3681000000001 1449.0631000000001 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 2 2 2 2 2 left_child=3 2 28 15 5 6 26 12 9 14 11 -11 -8 24 16 17 -6 22 19 21 -21 -19 23 27 25 -10 -5 -1 30 -20 -2 -24 right_child=1 -3 -4 4 8 -7 7 -9 13 10 -12 -13 -14 -15 -16 -17 -18 18 29 20 -22 -23 31 -25 -26 -27 -28 -29 -30 -31 -32 -33 leaf_value=-0.0040538996160643867 0.2416674542427063 2.4732492116519387 -0.59725889801979071 0.61954527207783294 -0.079213122467382241 2.0126494970321658 0.16994660322401259 1.1356008592358342 -0.74091371785039484 0.46317657624521569 -0.33565615047108049 1.9561411952972412 -0.85689643686467942 -1.3487298011779785 -0.8146819074948628 -0.63073338127136236 0.22242535656127405 0.062271601623295016 1.3673024804775531 -0.095692975968751232 -1.0221868041157722 0.85600375169032339 -0.56320899077824194 0.68460227045519606 -0.94778732490539552 0.59256901498351777 1.5352604722976686 -0.40436596505782185 0.99904624366760264 0.56807778875033055 0.21245540885925296 -0.57627795875072485 leaf_weight=98143 48 21 24 42 545 20 225 27 23 31 22 21 22 20 24 40 254 3466 26 237 48 37 28 29 20 28 20 68 20 24 25 32 leaf_count=98143 48 21 24 42 545 20 225 27 23 31 22 21 22 20 24 40 254 3466 26 237 48 37 28 29 20 28 20 68 20 24 25 32 internal_value=0 0.539829 0.192805 -0.000942096 0.106006 0.401712 0.317779 0.182655 -0.00456302 0.0466282 0.649365 1.0661 0.0784869 -0.509664 -0.0075668 -0.00234885 0.016677 -0.00210275 0.05861 0.0463995 -0.251734 0.0706553 -0.0044732 -0.0041277 -0.273307 -0.00880555 0.914937 -0.00433107 0.396692 0.983675 0.231663 -0.570179 internal_weight=0 138 117 103522 1344 356 336 274 988 897 74 52 247 91 823 102178 799 102138 3838 3788 285 3503 98300 98240 71 51 62 98211 93 50 73 60 internal_count=103660 138 117 103522 1344 356 336 274 988 897 74 52 247 91 823 102178 799 102138 3838 3788 285 3503 98300 98240 71 51 62 98211 93 50 73 60 cat_boundaries=0 1 cat_threshold=560 is_linear=0 shrinkage=0.01 Tree=306 num_leaves=13 num_cat=1 split_feature=22 12 12 25 19 10 10 14 3 2 2 18 split_gain=265861 233539 403333 234625 283475 273261 279931 211205 250005 736564 188739 175491 threshold=550.81750000000011 1362.4500000000003 1040.4400000000003 0 523.93700000000013 522.5150000000001 450.66846000000004 873.74500000000012 260.68518750000004 654.54975000000002 128.13330350000004 887.50750000000005 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 11 -10 -7 -5 right_child=-2 -3 -4 7 -6 10 -8 -9 9 -11 -12 -13 leaf_value=0.061073234403299682 1.010860767364502 -0.84158469344630393 1.1789532187067229 -0.0054910460853664902 1.1685455189580503 -0.72779984190657332 1.1010251118586614 -0.69692445711656048 0.12540736155686052 1.9458612657629926 0.12478566025197506 0.86811467046323032 leaf_weight=5780 26 33 29 96879 23 74 26 44 660 23 40 23 leaf_count=5780 26 33 29 96879 23 74 26 44 660 23 40 23 internal_value=0 -0.000473622 -0.000205703 -0.000535866 0.0604134 0.0562102 0.0657303 -0.0042518 -0.00393992 0.186711 -0.428647 -0.00528369 internal_weight=0 103634 103601 103572 5943 5920 5806 97629 97585 683 114 96902 internal_count=103660 103634 103601 103572 5943 5920 5806 97629 97585 683 114 96902 cat_boundaries=0 6 cat_threshold=1074823168 536903680 4098 139690280 32 513 is_linear=0 shrinkage=0.01 Tree=307 num_leaves=22 num_cat=1 split_feature=4 7 1 25 0 16 16 16 15 0 8 3 10 2 4 7 4 10 3 4 17 split_gain=393941 917132 244262 228465 607578 358164 246048 434022 644677 236249 219305 230393 202819 164556 159218 155183 126530 59415.9 27784.9 31727.4 6133.25 threshold=904.34825000000012 543.52500000000009 79.872400000000013 0 1438.4900000000002 1079.5035000000003 518.28800000000012 332.25000000000006 66.958500000000001 1438.4900000000002 20.440574999999999 111.55832500000001 1092.2834 1432.0500000000002 1086.5100000000002 115.21605000000001 214.30459450000004 220.78900000000004 7.8873450000000007 1468.3681000000001 52.280000000000008 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 14 4 6 9 7 10 -9 12 11 -1 13 16 -2 -12 -5 20 19 -16 -8 right_child=1 -3 -4 5 -6 -7 17 8 -10 -11 15 -13 -14 -15 18 -17 -18 -19 -20 -21 -22 leaf_value=0.094224928456288048 -0.23826340595881146 2.5138852097988131 -0.5989514801420015 -0.0057403157647821215 1.5557826130478472 1.2711803817749023 -0.48616187858581539 -0.13350404483144698 2.2609257784756749 -0.89217554958661394 -0.19668128057408729 -0.152926798317854 0.76758862565545471 -0.80034619698157683 0.28011063671112063 0.13408058315360299 0.11840653189570433 -1.0298818316459657 1.0249409837722778 0.81447629241943365 -0.2385079550743103 leaf_weight=4711 24 20 29 96594 27 22 20 23 22 30 543 410 34 26 20 192 828 20 20 25 20 leaf_count=4711 24 20 29 96594 27 22 20 23 22 30 543 410 34 26 20 192 828 20 20 25 20 internal_value=0 0.533715 0.198093 -0.000929519 0.0589737 -0.00461279 0.0522929 0.0587712 1.03711 -0.0049011 0.0512533 0.0744373 -0.00462804 -0.00489747 0.457805 -0.110278 -0.00468518 -0.584851 0.714814 0.57698 -0.362335 internal_weight=0 138 118 103522 5988 97534 5961 5901 45 97512 5856 5121 97482 97448 89 735 97422 60 65 45 40 internal_count=103660 138 118 103522 5988 97534 5961 5901 45 97512 5856 5121 97482 97448 89 735 97422 60 65 45 40 cat_boundaries=0 5 cat_threshold=1074823168 536903682 4098 141787400 32 is_linear=0 shrinkage=0.01 Tree=308 num_leaves=24 num_cat=5 split_feature=4 2 25 3 16 16 15 8 24 24 2 10 2 1 25 4 24 2 4 26 7 26 4 split_gain=386102 906231 223950 313093 222759 375458 630511 240815 312437 219850 200713 198663 185796 131147 112111 105821 259185 87811.7 72801.1 58229.6 54174.5 18539.2 744.512 threshold=904.34825000000012 362.00600000000003 0 1439.8675000000001 518.28800000000012 332.25000000000006 66.958500000000001 20.440574999999999 1 2 1054.5000000000002 1092.2834 49.853800000000007 104.02000000000001 3 194.61300000000003 4 747.71500000000015 1086.5100000000002 2022.5000000000002 112.36650000000002 2022.5000000000002 1468.3681000000001 decision_type=2 2 9 2 2 2 2 2 1 1 2 2 2 2 9 2 1 2 2 2 2 2 2 left_child=2 12 3 4 5 7 -7 8 -1 -9 11 14 18 -12 21 17 -17 -16 -2 -20 -6 -4 -21 right_child=1 -3 10 -5 20 6 -8 9 -10 -11 13 -13 -14 -15 15 16 -18 -19 19 22 -22 -23 -24 leaf_value=0.14994255875742335 -0.073939206695556633 2.4411504462787086 -0.45869187806333811 1.1962760432561239 -0.32585330385910838 -0.18568229742348194 2.1313156716719917 0.11088000363283639 7.1827962029001141e-05 -0.24456142506138848 -0.90199423999321171 0.75991273417192351 -0.599383225440979 0.085734071135520937 -0.0054609521119576088 -0.057041299977572638 0.27088947583457607 0.4753455628846821 0.96645986930183736 0.38598468939463298 -0.94940154595808557 -0.20670401651351178 0.30445291155860538 leaf_weight=2721 25 21 56 24 38 24 23 267 2845 474 41 34 24 20 95880 502 452 38 23 24 22 61 21 leaf_count=2721 25 21 56 24 38 24 23 267 2845 474 41 34 24 20 95880 502 452 38 23 24 22 61 21 internal_value=0 0.528378 -0.000920224 0.0561491 0.0519705 0.0576972 0.948168 0.0510614 0.0736073 -0.118291 -0.00471 -0.00434996 0.18506 -0.578149 -0.00461787 -0.00422769 0.100572 -0.00527047 0.387497 0.557143 -0.554488 -0.301541 0.347937 internal_weight=0 138 103522 6438 6414 6354 47 6307 5566 741 97084 97023 117 61 96989 96872 954 95918 93 68 60 117 45 internal_count=103660 138 103522 6438 6414 6354 47 6307 5566 741 97084 97023 117 61 96989 96872 954 95918 93 68 60 117 45 cat_boundaries=0 6 7 8 13 14 cat_threshold=1074823168 536903682 4098 141787432 524320 512 3162 929 256 0 0 268435456 2147483648 1230 is_linear=0 shrinkage=0.01 Tree=309 num_leaves=23 num_cat=4 split_feature=4 7 25 0 16 24 20 25 24 26 0 0 12 12 5 2 2 4 0 0 0 26 split_gain=378418 897964 219656 594664 350650 247886 309688 311855 825771 391056 231157 218021 223247 242999 177334 159066 157854 117009 335317 124865 33252.4 2973.15 threshold=904.34825000000012 543.52500000000009 0 1438.4900000000002 1079.5035000000003 1 73.173750000000013 2 3 2022.5000000000002 1438.4900000000002 658.11750000000018 653.84225000000004 307.63250000000005 196.58225000000002 1432.0500000000002 86.997000000000014 214.30459450000004 413.40725000000003 79.824400000000011 883.10000000000014 2022.5000000000002 decision_type=2 2 9 2 2 1 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 14 3 5 10 6 7 8 -1 -9 15 12 13 -7 16 17 21 19 -19 -4 -13 -2 right_child=1 -3 4 -5 -6 11 -8 9 -10 -11 -12 20 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 leaf_value=-0.28391831851396404 0.29133633460998537 2.4824618444442748 -0.0073047660244844664 1.5386419527618975 1.257817136591131 -0.0048124954956673101 1.1814618520383482 0.18838379432318136 0.76564087058222574 -0.054018800359649698 -0.88246784055233007 -0.86381723130571431 -0.80751704664791335 0.69168574707180852 0.92022511188800526 -0.78660450788644642 -0.80102014732360849 0.1639745195699073 -0.68875336452406277 0.060616746697258063 -0.38067949567522319 0.15636051238851345 leaf_weight=112 25 20 93837 27 22 2812 27 1356 205 1307 30 29 34 51 26 26 20 783 49 2787 28 47 leaf_count=112 25 20 93837 27 22 2812 27 1356 205 1307 30 29 34 51 26 26 20 783 49 2787 28 47 internal_value=0 0.523094 -0.000910799 0.0578262 -0.00452236 0.0512159 0.114922 0.105644 0.397476 0.069153 -0.00480762 -0.0139751 -0.00197181 0.00759456 0.190998 -0.00453753 -0.0150875 -0.00432888 0.113754 -0.00534565 -0.626486 0.203227 internal_weight=0 138 103522 5988 97534 5961 3007 2980 317 2663 97512 2954 2897 2863 118 97482 92 97456 832 96624 57 72 internal_count=103660 138 103522 5988 97534 5961 3007 2980 317 2663 97512 2954 2897 2863 118 97482 92 97456 832 96624 57 72 cat_boundaries=0 5 6 10 11 cat_threshold=1074823168 536903682 4098 141787400 32 603 1073741824 536870912 0 131328 528 is_linear=0 shrinkage=0.01 Tree=310 num_leaves=37 num_cat=7 split_feature=17 7 6 14 1 25 18 5 3 24 5 12 25 24 2 25 26 14 0 2 2 26 25 10 0 8 4 26 25 2 1 26 3 26 26 17 split_gain=260511 2.27598e+06 236656 249406 219758 368087 515409 312561 307127 289632 327192 185789 132334 523160 452301 340545 228587 225450 210065 237383 213847 206192 161345 134968 125429 118134 112249 91358.4 89262.4 97107 83435.9 56863.1 28770.5 15470.5 14431.8 1764.42 threshold=439.37528000000003 369.57140000000004 172.78900000000002 163.51320000000001 96.141000000000005 0 125.11683500000002 764.58775000000003 352.68673250000012 1 440.98528000000005 256.18250000000006 2 3 408.041 4 2022.5000000000002 1018.0250000000002 883.10000000000014 43.933 1054.5000000000002 2022.5000000000002 5 118.69500000000002 242.38250000000002 1449.0631000000001 183.09000000000003 2022.5000000000002 6 59.640000000000008 543.52500000000009 2022.5000000000002 5.0070000000000006 2022.5000000000002 2022.5000000000002 644.03250000000014 decision_type=2 2 2 2 2 9 2 2 2 1 2 2 9 1 2 9 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=4 2 3 32 12 6 7 9 11 24 -11 28 13 14 15 21 -17 18 20 31 25 -1 34 27 -6 -14 -8 -24 29 -7 -30 -20 35 -22 -15 -2 right_child=1 -3 -4 -5 5 8 26 -9 -10 10 -12 -13 17 22 -16 16 -18 -19 19 -21 33 -23 23 -25 -26 -27 -28 -29 30 -31 -32 -33 -34 -35 -36 -37 leaf_value=1.0691783271037358 -0.061018033146858219 3.3911822136965664 -0.96404311736424764 1.0364436807235082 0.046434354373853508 -0.01616981001088386 -0.32457872806276589 -0.72723167269570488 -1.0607769374189706 0.26027751092042306 0.99846013243236242 0.93593811416625983 -0.0063409136872460622 -0.53441910758851063 1.7035302944183348 -0.012788908804238157 0.27167496510792971 -0.88791889322215112 0.45742857511554447 1.4286232376098633 -0.81205585479736331 0.2654896377695018 0.030506535270320833 0.78033893251419073 -0.48235141691171896 0.76228966331481929 -1.1658727488024483 -0.14349482223635815 -0.080323193819157077 0.2754491307282112 -0.43214831308885054 -0.084181349012586809 -0.43728866791725163 -0.47837836525656963 -0.32202702214167667 0.032333620263309014 leaf_weight=71 40 22 24 24 292 583 35 35 29 1280 63 20 97434 63 20 569 561 29 42 20 24 58 670 20 53 20 29 549 541 142 77 36 20 33 65 41 leaf_count=71 40 22 24 24 292 583 35 35 29 1280 63 20 97434 63 20 569 561 29 42 20 24 58 670 20 53 20 29 549 541 142 77 36 20 33 65 41 internal_value=0 0.388788 -0.0545181 0.120111 -0.0018492 0.0800068 0.174418 0.208125 -0.042145 0.227519 0.292726 -0.0207812 -0.00444403 0.0652036 0.209863 0.187802 0.127309 -0.00633752 -0.00607625 0.456673 -0.00654132 0.656907 -0.0706846 -0.0342134 -0.0338191 -0.00618317 -0.70579 -0.0478583 -0.0350287 0.0403902 -0.122182 0.207455 -0.0976318 -0.618874 -0.395653 -0.013766 internal_weight=0 171 149 125 103463 3179 1787 1723 1392 1688 1343 1363 100284 2646 1279 1259 1130 97638 97609 98 97511 129 1367 1239 345 97454 64 1219 1343 725 618 78 101 57 128 81 internal_count=103634 171 149 125 103463 3179 1787 1723 1392 1688 1343 1363 100284 2646 1279 1259 1130 97638 97609 98 97511 129 1367 1239 345 97454 64 1219 1343 725 618 78 101 57 128 81 cat_boundaries=0 5 6 12 13 18 23 29 cat_threshold=102810624 536887296 268501608 35651586 536879168 136 1073742080 32896 4096 2228512 2281717808 513 3660 0 0 0 131072 2147483680 0 0 0 131072 2147483680 9765376 180 10485760 8192 4 1024 is_linear=0 shrinkage=0.01 Tree=311 num_leaves=13 num_cat=1 split_feature=16 2 2 11 1 11 17 6 25 26 1 5 split_gain=455374 300138 439063 290618 245876 369564 407606 150740 157290 77799.4 73852.1 935.27 threshold=1079.5035000000003 1432.0500000000002 1054.5000000000002 1429.7025000000001 38.038500000000006 671.11374000000012 532.11625000000015 1070.9310000000003 0 2022.5000000000002 75.305437500000011 0.45700000000000007 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 -4 -3 -9 right_child=-2 10 9 -5 5 -7 -8 11 -10 -11 -12 -13 leaf_value=0.093434674200647175 1.1392593231201174 -0.46330881783456512 1.3409461547499117 1.0356808375649982 0.06060444657745219 -0.96429196085248681 1.2699918804849897 -0.51668335307728164 -0.0070672948601057974 0.57333686705558529 -1.2334093990325929 -0.43420932960510256 leaf_weight=1573 35 33 23 27 5924 35 28 44 95841 31 20 20 leaf_count=1573 35 33 23 27 5924 35 28 44 95841 31 20 20 internal_value=0 -0.00157788 -0.0011928 -0.00166317 -0.00193387 0.060269 0.0662938 -0.00575431 -0.00543557 0.900282 -0.753913 -0.49091 internal_weight=0 103599 103546 103492 103465 5987 5952 97478 97414 54 53 64 internal_count=103634 103599 103546 103492 103465 5987 5952 97478 97414 54 53 64 cat_boundaries=0 6 cat_threshold=1073742080 32768 4096 131360 2281717808 1 is_linear=0 shrinkage=0.01 Tree=312 num_leaves=25 num_cat=1 split_feature=11 10 1 11 17 18 24 13 6 1 11 5 6 0 4 4 15 8 13 5 18 0 6 0 split_gain=276463 771438 234943 343465 356215 599111 252333 346453 268250 236878 555705 306969 178341 197180 161415 101081 398440 97659.9 95817.8 1.02809e+06 138144 54857.8 2816.82 1581.97 threshold=1085.9700000000003 129.93500000000003 38.038500000000006 796.68750000000011 439.37528000000003 63.795000000000009 0 393.36000000000007 26.311000000000003 252.45450000000002 5.5950000000000006 249.71600000000004 1070.9310000000003 883.10000000000014 177.73500000000004 553.21400000000006 38.159922500000008 168.94500000000002 280.30300000000005 298.26650000000006 887.50750000000005 1077.3535000000002 1424.6500000000003 1438.4900000000002 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 -2 12 4 6 -6 9 8 -8 11 -11 -4 13 15 -9 18 17 -17 20 -20 -1 -15 -14 -23 right_child=1 -3 3 -5 5 -7 7 14 -10 10 -12 -13 22 21 -16 16 -18 -19 19 -21 -22 23 -24 -25 leaf_value=-0.006671008393122969 -0.17356665869553883 2.2759377672746779 0.078686430816981734 -1.1881786688891325 2.2311776981353759 -0.18718264988490516 -0.01069736027526994 -0.30518852466490209 0.18759451673791844 0.64681586615647335 -0.35054536806393977 0.99093328341841702 -0.45553322515180034 0.80707321661489984 -1.3124241513472337 -0.022401818449680623 1.5579781944751738 0.6508306053161621 0.02420909810066223 2.361241660118103 0.76842224079629651 0.33229698314223177 -0.58643225233895435 0.24600901680333273 leaf_weight=96807 36 20 1259 22 20 21 3440 41 851 238 73 38 31 27 26 156 20 25 320 20 23 43 35 42 leaf_count=96807 36 20 1259 22 20 21 3440 41 851 238 73 38 31 27 26 156 20 25 320 20 23 43 35 42 internal_value=0 0.701256 -0.00156036 0.0590206 0.0635883 0.992505 0.0572045 0.0174469 0.0286283 0.163828 0.412709 0.105414 -0.00530455 -0.00495273 -0.696056 -0.00543508 0.218585 0.0705861 -0.00589848 0.161682 -0.0064869 0.414394 -0.524949 0.289661 internal_weight=0 56 103578 6029 6007 41 5966 4358 4291 1608 311 1297 97549 97483 67 97371 201 181 97170 340 96830 112 66 85 internal_count=103634 56 103578 6029 6007 41 5966 4358 4291 1608 311 1297 97549 97483 67 97371 201 181 97170 340 96830 112 66 85 cat_boundaries=0 1 cat_threshold=23 is_linear=0 shrinkage=0.01 Tree=313 num_leaves=26 num_cat=6 split_feature=16 22 20 1 25 24 7 6 14 1 6 9 3 3 8 25 24 25 25 14 7 21 14 22 6 split_gain=444261 253844 1.21734e+06 254320 321141 935920 478168 459397 431969 374597 249464 211010 412369 210050 178889 144532 369804 361746 202768 151829 135828 83554.2 35671.9 33674.8 686.19 threshold=1079.5035000000003 272.88500000000005 11.100500000000002 38.038500000000006 0 1 176.37682000000004 550.73124000000007 766.49265000000003 334.96500000000003 884.13250000000005 422.48500000000007 9.2080380000000037 888.10000000000014 242.70250000000001 2 3 4 5 606.07650000000001 6.5679999999999996 261.22518750000006 1018.0250000000002 524.87500000000011 1424.6500000000003 decision_type=2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 9 1 9 9 2 2 2 2 2 2 left_child=1 3 23 10 5 6 9 14 11 -5 15 13 -13 -6 -7 16 17 -1 -18 21 24 -17 -21 -3 -12 right_child=-2 2 -4 4 8 7 -8 -9 -10 -11 20 12 -14 -15 -16 19 18 -19 -20 22 -22 -23 -24 -25 -26 leaf_value=0.66367944040160254 1.1252801960536412 -0.0039304034577475654 2.6269019149598622 0.43210808345612062 0.032563809745911214 -0.043952109331628721 2.3930257472537813 1.4491947737984034 1.4323388680544766 1.6199342683199291 -0.32874241324358211 0.47062888758523125 -0.85876785550798684 0.91689374005353008 0.66766317969874334 -0.0075323949882793754 0.058647002513968045 0.12285817728998981 -0.16579479372213737 -0.29842272273564741 -1.1935105568429698 0.28611218158731755 -0.74914292678833005 -0.50781293187822618 -0.26285956726074217 leaf_weight=128 35 36 21 94 5153 502 21 23 22 37 43 35 70 27 38 94094 868 1401 736 59 23 97 25 21 25 leaf_count=128 35 36 21 94 5153 502 21 23 22 37 43 35 70 27 38 94094 868 1401 736 59 23 97 25 21 25 internal_value=0 -0.00154934 0.56871 -0.00197901 0.0610885 0.258549 0.930921 0.0639419 0.033934 0.767601 -0.00587436 0.028177 -0.415636 0.0371733 0.00612452 -0.00538545 0.0613267 0.172151 -0.0447279 -0.00760816 -0.529211 -0.00722999 -0.432566 -0.189571 -0.304521 internal_weight=0 103599 78 103521 6022 715 152 563 5307 131 97499 5285 105 5180 540 97408 3133 1529 1604 94275 91 94191 84 57 68 internal_count=103634 103599 78 103521 6022 715 152 563 5307 131 97499 5285 105 5180 540 97408 3133 1529 1604 94275 91 94191 84 57 68 cat_boundaries=0 5 6 12 13 18 24 cat_threshold=0 536887296 520 35651586 536870912 67 1073742080 32898 4096 2261280 2281717808 513 3660 0 0 0 131072 2147483680 0 32896 0 32768 16 513 is_linear=0 shrinkage=0.01 Tree=314 num_leaves=16 num_cat=1 split_feature=16 11 1 18 14 24 0 0 6 3 0 10 26 3 6 split_gain=435419 255140 227414 352420 465798 301268 424306 231554 171170 118751 94540.6 88609.1 52445.7 8005.14 2746.87 threshold=1079.5035000000003 1429.7025000000001 38.038500000000006 506.30550000000005 650.34950000000015 0 50.541375000000009 468.26850000000007 1070.9310000000003 1077.3535000000002 883.10000000000014 1092.2834 2022.5000000000002 1439.8675000000001 1424.6500000000003 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 5 6 -4 -7 9 10 11 -1 -12 -11 -10 right_child=-2 -3 3 -5 -6 7 -8 -9 14 13 12 -13 -14 -15 -16 leaf_value=-0.0053709667663469542 1.1140274026053292 0.95291320238794597 0.062018543806566254 -1.082107684523971 1.3734416046849003 0.0076626961465339266 0.35090679170265143 -0.49582623611105248 -0.44601671757236605 -0.52969882647196453 0.49808989433865797 0.4653878709077835 0.065232284892689091 -0.30851948169867199 -0.57528032370976045 leaf_weight=97258 35 28 1964 27 27 3231 686 94 31 36 57 40 55 30 35 leaf_count=97258 35 28 1964 27 27 3231 686 94 31 36 57 40 55 30 35 internal_value=0 -0.00153319 -0.00179122 0.0578111 0.062939 0.0570171 0.136288 -0.00655157 -0.00547519 -0.00513049 -0.00484319 -0.00517743 0.285526 -0.429163 -0.514566 internal_weight=0 103599 103571 6029 6002 5975 2650 3325 97542 97476 97410 97298 112 66 66 internal_count=103634 103599 103571 6029 6002 5975 2650 3325 97542 97476 97410 97298 112 66 66 cat_boundaries=0 1 cat_threshold=599 is_linear=0 shrinkage=0.01 Tree=315 num_leaves=14 num_cat=1 split_feature=11 10 16 2 2 11 2 25 9 10 3 11 3 split_gain=333767 1.43678e+06 283881 388626 354074 232141 342111 251440 455488 286790 70624.5 22920.9 8359.88 threshold=1085.9700000000003 23.438000000000002 1079.5035000000003 1432.0500000000002 1054.5000000000002 671.11374000000012 245.62500000000003 0 396.91800000000006 1092.2834 3.1330000000000005 1429.7025000000001 6.6572445000000009 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=2 11 3 4 5 7 10 8 -1 -9 -7 -2 -5 right_child=1 -3 -4 12 -6 6 -8 9 -10 -11 -12 -13 -14 leaf_value=0.09454376694924907 -0.089473530113697047 2.9375298836231232 0.86438663984599873 -0.7893495296171078 0.79525966269629333 -0.35420752961756818 -1.6161443546840124 -0.0031727516822739272 -0.51358556356955698 0.94366838738322256 0.33341534596681599 -0.56249710264660069 -1.0576074563889275 leaf_weight=4078 20 20 38 26 56 59 21 98969 127 32 20 21 21 leaf_count=4078 20 20 38 26 56 59 21 98969 127 32 20 21 21 internal_value=0 0.740142 0.000222306 -9.52512e-05 0.000318134 -0.000112787 -0.48169 0.000353831 0.0759962 -0.00286642 -0.180126 -0.331754 -0.909209 internal_weight=0 61 103447 103409 103362 103306 100 103206 4205 99001 79 41 47 internal_count=103508 61 103447 103409 103362 103306 100 103206 4205 99001 79 41 47 cat_boundaries=0 6 cat_threshold=1073774592 536870912 4232 139460616 2147483680 1 is_linear=0 shrinkage=0.01 Tree=316 num_leaves=13 num_cat=1 split_feature=22 16 2 2 25 9 16 10 0 10 26 1 split_gain=337935 354949 387283 346912 231191 312902 266853 264288 217837 197359 92519.5 31794.8 threshold=550.81750000000011 1079.5035000000003 1432.0500000000002 1054.5000000000002 0 373.75800000000004 5.6142500000000011 1092.2834 658.11750000000018 450.66846000000004 2022.5000000000002 0.45700000000000007 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -6 -7 -5 -4 right_child=-2 -3 11 10 7 9 -8 -9 -10 -11 -12 -13 leaf_value=0.10925173833578346 1.2399021296067672 0.95421356885861131 -0.68048871653420595 1.2399267837524415 -0.0027588455749909717 -0.19958647785023748 -0.22416796578094364 0.8419172382354736 -0.34715704809550363 -1.1211232685220653 0.42229117116620468 -1.2025295511037113 leaf_weight=3851 22 39 28 25 98869 117 256 37 184 29 31 20 leaf_count=3851 22 39 28 25 98869 117 256 37 184 29 31 20 internal_value=0 0.000388325 2.87288e-05 0.000445615 1.92271e-05 0.072127 0.0884688 -0.00308265 -0.0033986 -0.382631 0.787307 -0.898006 internal_weight=0 103486 103447 103399 103343 4253 4107 99090 99053 146 56 48 internal_count=103508 103486 103447 103399 103343 4253 4107 99090 99053 146 56 48 cat_boundaries=0 6 cat_threshold=1073774592 536870912 4232 139460616 2147483680 1 is_linear=0 shrinkage=0.01 Tree=317 num_leaves=15 num_cat=1 split_feature=11 10 16 2 2 11 2 25 9 10 26 10 1 11 split_gain=326403 1.40636e+06 272015 373289 340125 227314 335286 241734 442916 254617 90678.3 38380.7 31210.9 22415.4 threshold=1085.9700000000003 23.438000000000002 1079.5035000000003 1432.0500000000002 1054.5000000000002 671.11374000000012 245.62500000000003 0 396.91800000000006 1092.2834 2022.5000000000002 84.823445000000007 0.45700000000000007 1429.7025000000001 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=2 13 3 4 5 7 11 8 -1 -9 -6 -7 -5 -2 right_child=1 -3 -4 12 10 6 -8 9 -10 -11 -12 -13 -14 -15 leaf_value=0.095458456833218477 -0.08897080612182616 2.9059329156875613 0.84612545515361592 -0.66930345535278324 1.2275273759841918 -0.30644814204361481 -1.5997397622608003 -0.0030261635606158434 -0.50696857015291852 0.87550939357641966 0.41806822992140247 0.20045972919464114 -1.1905042340755463 -0.55674936408088327 leaf_weight=3886 20 20 38 27 25 59 21 99161 126 33 31 20 20 21 leaf_count=3886 20 20 38 27 25 59 21 99161 126 33 31 20 20 21 internal_value=0 0.731926 0.000214041 -9.68081e-05 0.000308338 -0.000114009 -0.476658 0.000347731 0.0763485 -0.00273362 0.779434 -0.178117 -0.891091 -0.328565 internal_weight=0 61 103447 103409 103362 103306 100 103206 4012 99194 56 79 47 41 internal_count=103508 61 103447 103409 103362 103306 100 103206 4012 99194 56 79 47 41 cat_boundaries=0 6 cat_threshold=1073774592 536870912 4104 135266312 2147483680 1 is_linear=0 shrinkage=0.01 Tree=318 num_leaves=13 num_cat=0 split_feature=22 12 12 5 14 10 6 6 12 7 12 6 split_gain=330749 193423 306783 144650 470085 434705 383025 93539.8 79419.7 258387 109709 5156.4 threshold=550.81750000000011 1362.4500000000003 1040.4400000000003 26.741000000000003 766.49265000000003 897.08550000000014 1070.9310000000003 1070.9310000000003 173.20174 369.57140000000004 164.49524000000002 1424.6500000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 5 6 -5 8 10 -10 -1 -9 right_child=-2 -3 -4 4 -6 -7 -8 11 9 -11 -12 -13 leaf_value=-0.0019999924668846671 1.2266426554593173 -0.86202899822821988 0.97957439191639428 0.029710737981528745 1.2957828399340312 1.2034896120429039 1.2233823758584483 -0.31067190238407683 -0.071450925170445614 -1.0557614874839782 0.49187415806452434 -0.51498125187555954 leaf_weight=96518 22 26 32 6136 30 32 27 21 561 28 45 30 leaf_count=96518 22 26 32 6136 30 32 27 21 561 28 45 30 internal_value=0 0.000378171 0.000594898 0.000292008 0.0470235 0.0409763 0.0349402 -0.00270074 -0.00247598 -0.118243 -0.00176984 -0.430854 internal_weight=0 103486 103460 103428 6225 6195 6163 97203 97152 589 96563 51 internal_count=103508 103486 103460 103428 6225 6195 6163 97203 97152 589 96563 51 is_linear=0 shrinkage=0.01 Tree=319 num_leaves=13 num_cat=1 split_feature=22 16 2 2 25 9 16 10 0 10 1 1 split_gain=324167 341218 373007 332574 221837 299971 244954 232398 216433 193718 46926.9 30783.6 threshold=550.81750000000011 1079.5035000000003 1432.0500000000002 1054.5000000000002 0 373.75800000000004 5.6142500000000011 1092.2834 658.11750000000018 450.66846000000004 9.2110000000000021 0.45700000000000007 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -6 -7 -5 -4 right_child=-2 -3 11 10 7 9 -8 -9 -10 -11 -12 -13 leaf_value=0.1061678118164502 1.2143762553821911 0.93556854150234137 -0.66727459635053366 1.0308199138026084 -0.0026958884252654505 -0.19360215727080646 -0.21089352910449871 0.77884444813979303 -0.34413506967085666 -1.1065984929841139 0.44850997467041021 -1.1809468895196915 leaf_weight=3879 22 39 28 31 98834 117 260 38 186 29 25 20 leaf_count=3879 22 39 28 31 98834 117 260 38 186 29 25 20 internal_value=0 0.000374389 2.18168e-05 0.000430947 1.34634e-05 0.0703725 0.0862509 -0.00303689 -0.00333725 -0.374951 0.77086 -0.881305 internal_weight=0 103486 103447 103399 103343 4285 4139 99058 99020 146 56 48 internal_count=103508 103486 103447 103399 103343 4285 4139 99058 99020 146 56 48 cat_boundaries=0 6 cat_threshold=1073774592 536870912 4106 139460616 2147483680 1 is_linear=0 shrinkage=0.01 Tree=320 num_leaves=18 num_cat=2 split_feature=25 12 25 2 2 10 18 0 3 13 2 0 3 6 26 14 0 split_gain=450409 222392 169799 488602 541073 285206 249393 221569 202050 201590 201360 197036 166671 125906 41075.3 9174.46 1711.32 threshold=0 1362.4500000000003 1 1054.5000000000002 1432.0500000000002 1092.2834 437.18000000000001 1077.3535000000002 1439.8675000000001 221.32000000000002 466.65428000000003 883.10000000000014 1077.3535000000002 102.82750000000001 2022.5000000000002 26.304100000000002 1438.4900000000002 decision_type=9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 2 3 6 -5 7 8 10 11 15 12 -2 -4 -12 -1 -8 -9 right_child=1 -3 5 4 -6 -7 9 16 -10 -11 13 -13 -14 -15 -16 -17 -18 leaf_value=-0.6705690956115723 0.026121712584168989 -0.89210533618927002 -0.0058728630029775677 1.8792862927118938 0.049122484207153316 1.0835782698790233 -0.37192623210989906 -0.63887669013096737 -0.95266133955546795 -1.4227499694824217 -0.22374570808988631 0.46700269109478187 0.69441427960115321 -0.94898384894643517 -0.3690560004051695 -0.095182962799072263 -0.76024843488420757 leaf_weight=87 16372 28 86393 30 35 24 23 26 21 20 165 102 34 28 94 25 21 leaf_count=87 16372 28 86393 30 35 24 23 26 21 20 165 102 34 28 94 25 21 internal_value=0 -0.00101397 -0.000772576 0.0284891 0.893813 -0.00638775 0.0251104 -0.00669032 0.0276019 -0.579248 -0.00631787 0.0288515 -0.00559737 -0.328962 -0.487072 -0.227789 -0.693107 internal_weight=0 103347 103319 16628 65 86691 16563 86667 16495 68 86620 16474 86427 193 181 48 47 internal_count=103528 103347 103319 16628 65 86691 16563 86667 16495 68 86620 16474 86427 193 181 48 47 cat_boundaries=0 5 11 cat_threshold=0 0 0 131072 2147483648 1351663872 2147500162 5106 139460898 134242352 384 is_linear=0 shrinkage=0.01 Tree=321 num_leaves=23 num_cat=4 split_feature=25 16 16 25 0 3 24 5 5 2 3 3 0 1 8 4 8 25 4 15 26 15 split_gain=441446 321142 179331 221102 462412 419006 369277 356848 326432 212241 240891 232612 206444 206162 158880 935005 133758 111707 81852.5 45579.3 40257.9 30391.2 threshold=0 1079.5035000000003 267.04450000000003 1 883.10000000000014 36.026400000000002 2 606.07650000000001 271.24120000000005 188.74200000000002 218.42700000000005 364.96250000000003 658.11750000000018 511.57525000000004 619.25400000000013 214.30459450000004 5.6990000000000007 3 130.1901 77.902470000000008 2022.5000000000002 103.87000000000002 decision_type=9 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=20 2 3 4 6 -6 7 -2 -8 11 -11 18 14 16 17 -16 -14 -5 21 -20 -1 -4 right_child=1 -3 9 12 5 -7 8 -9 -10 10 -12 -13 13 -15 15 -17 -18 -19 19 -21 -22 -23 leaf_value=-0.6638634007552574 0.20190675203616804 0.91812576795879164 -0.18321415859371867 -0.11239121457902335 1.5975310959687103 -0.19898767852783203 0.027259411767762236 1.4903789067268371 -0.46929689350745663 -0.1898118324279785 -1.5189226406097414 0.92286418294906614 -0.34205351742969198 0.56622598357822584 -0.031267553791403772 2.1309128109614055 -1.2103776235580446 -0.0022727674346402086 -0.94966995143890387 -0.27454580402374268 -0.36536544089621686 0.080205510897295815 leaf_weight=87 936 38 201 920 37 20 2784 22 139 30 25 20 157 23 120 24 20 97735 20 20 94 56 leaf_count=87 936 38 201 920 37 20 2784 22 139 30 25 20 157 23 120 24 20 97735 20 20 94 56 internal_value=0 -0.00100383 -0.00134201 -0.000549973 0.0728369 0.967174 0.0598895 0.229104 0.0036338 -0.220508 -0.793953 -0.121014 -0.00347617 -0.324434 -0.00282681 0.329096 -0.440169 -0.00331129 -0.191309 -0.612108 -0.482201 -0.125815 internal_weight=0 103347 103309 102937 3938 57 3881 958 2923 372 55 317 98999 200 98799 144 177 98655 297 40 181 257 internal_count=103528 103347 103309 102937 3938 57 3881 958 2923 372 55 317 98999 200 98799 144 177 98655 297 40 181 257 cat_boundaries=0 5 10 11 17 cat_threshold=0 0 0 131072 2147483648 1073774592 16386 4096 139460864 134217776 1288 536870912 0 524288 8 524290 1 is_linear=0 shrinkage=0.01 Tree=322 num_leaves=23 num_cat=2 split_feature=25 16 16 25 0 3 10 2 3 3 0 1 10 5 3 4 4 4 4 15 26 4 split_gain=432661 314751 175762 216703 453210 410668 241783 208018 236097 227983 202336 202059 172197 448572 153528 136414 136347 110318 80223.6 44672.2 39456.8 29805.3 threshold=0 1079.5035000000003 267.04450000000003 1 883.10000000000014 36.026400000000002 522.5150000000001 188.74200000000002 218.42700000000005 364.96250000000003 658.11750000000018 511.57525000000004 786.71250000000009 65.306500000000014 1077.3535000000002 200.45248750000005 1468.3681000000001 264.75500000000005 130.1901 77.902470000000008 2022.5000000000002 18.783750000000005 decision_type=9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=20 2 3 4 6 -6 14 9 -9 18 12 17 16 -14 -2 -8 -5 -12 21 -20 -1 -4 right_child=1 -3 7 10 5 -7 15 8 -10 -11 11 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23 leaf_value=-0.65722476970190291 0.074257055389546689 0.90894451040970647 -0.16370682709280091 -0.0033515220246404971 1.5815557871638117 -0.19699776935577393 -0.87251382087552276 -0.18791372013092042 -1.503733414077759 0.91363555669784546 -0.34666244121114159 0.56056372062019688 0.010471421932352001 1.7161838249933152 -0.76353778318925336 0.12714100933074951 0.76668089576389475 -1.1352425851225854 -0.9401732521057129 -0.27180037021636966 -0.36171178513384883 0.17167526179552078 leaf_weight=87 3796 38 227 98697 37 20 43 30 25 20 157 23 58 21 22 20 23 20 20 20 94 30 leaf_count=87 3796 38 227 98697 37 20 43 30 25 20 157 23 58 21 22 20 23 20 20 20 94 30 internal_value=0 -0.000993902 -0.0013287 -0.000544585 0.0721085 0.957502 0.0592906 -0.218303 -0.786014 -0.119804 -0.00344153 -0.321189 -0.00279865 0.463889 0.0694295 -0.555163 -0.00317212 -0.435768 -0.189396 -0.605987 -0.477379 -0.124557 internal_weight=0 103347 103309 102937 3938 57 3881 372 55 317 98999 200 98799 79 3818 63 98720 177 297 40 181 257 internal_count=103528 103347 103309 102937 3938 57 3881 372 55 317 98999 200 98799 79 3818 63 98720 177 297 40 181 257 cat_boundaries=0 5 10 cat_threshold=0 0 0 131072 2147483648 1073774592 16386 4096 139460864 134217776 is_linear=0 shrinkage=0.01 Tree=323 num_leaves=20 num_cat=4 split_feature=25 12 25 2 2 10 0 2 8 24 1 14 14 0 6 2 25 26 0 split_gain=424051 218824 163116 481233 529102 277233 212741 197705 305463 196068 322037 451338 349330 304680 123488 98948.8 75886.9 38671.6 1683.7 threshold=0 1362.4500000000003 1 1054.5000000000002 1432.0500000000002 1092.2834 1077.3535000000002 466.65428000000003 1117.4100000000001 2 252.45450000000002 437.65500000000003 464.33100000000007 316.39255000000009 102.82750000000001 290.26516000000009 3 2022.5000000000002 1438.4900000000002 decision_type=9 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 left_child=17 2 3 9 -5 6 7 8 -4 13 12 -12 -11 16 -9 -15 -2 -1 -8 right_child=1 -3 5 4 -6 -7 18 14 -10 10 11 -13 -14 15 -16 -17 -18 -19 -20 leaf_value=-0.65065252117727002 0.11081701640649275 -0.88489644050598149 -0.0058119200326297261 1.8612199484507244 0.051414636884416852 1.0683755107720694 -0.62535844326019285 -0.22168349459677031 1.0206752093084928 0.029418724674258327 0.20555561000269812 1.5536058328701898 -0.63736168514324143 -0.49275323677062988 -0.93992347598075865 -1.4008135662078858 -0.093085993663329911 -0.35809466534472528 -0.74574700491768986 leaf_weight=87 210 28 86398 30 35 24 26 165 29 14518 555 26 79 30 28 20 1125 94 21 leaf_count=87 210 28 86398 30 35 24 26 165 29 14518 555 26 79 30 28 20 1125 94 21 internal_value=0 -0.000983963 -0.000744513 0.0279355 0.886709 -0.00624806 -0.00654637 -0.00618142 -0.00546749 0.0245822 0.0349767 0.265881 0.0258101 -0.0889403 -0.325884 -0.855977 -0.0608785 -0.472606 -0.679149 internal_weight=0 103347 103319 16628 65 86691 86667 86620 86427 16563 15178 581 14597 1385 193 50 1335 181 47 internal_count=103528 103347 103319 16628 65 86691 86667 86620 86427 16563 15178 581 14597 1385 193 50 1335 181 47 cat_boundaries=0 5 11 12 16 cat_threshold=0 0 0 131072 2147483648 1351663872 2147500162 5106 139460898 134242352 384 128 16384 2147483776 128 1048578 is_linear=0 shrinkage=0.01 Tree=324 num_leaves=22 num_cat=3 split_feature=25 16 16 25 0 3 24 5 5 2 3 3 0 1 10 5 8 8 4 15 15 split_gain=415613 308605 172561 210525 444716 402889 361197 349267 319434 204338 232044 222641 196496 196822 166595 439965 194910 130385 78573.6 43918.8 29762.4 threshold=0 1079.5035000000003 267.04450000000003 1 883.10000000000014 36.026400000000002 2 606.07650000000001 271.24120000000005 188.74200000000002 218.42700000000005 364.96250000000003 658.11750000000018 511.57525000000004 786.71250000000009 65.306500000000014 619.25400000000013 5.6990000000000007 130.1901 77.902470000000008 103.87000000000002 decision_type=9 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 6 -6 7 -2 -8 11 -11 18 14 17 16 -16 -5 -14 20 -20 -4 right_child=1 -3 9 12 5 -7 8 -9 -10 10 -12 -13 13 -15 15 -17 -18 -19 19 -21 -22 leaf_value=-0.46787953474134675 0.19881955533965021 0.90003618641903527 -0.18007632492934886 -0.0036454651805309934 1.5662526177071237 -0.19537522220611572 0.026120423386515729 1.473531568700617 -0.46508451055279737 -0.18601907221476235 -1.4904936492919922 0.90258801507949826 -0.33272582617534951 0.55373863468999451 0.0072364784109181374 1.6965052849905831 0.37108210599679742 -1.1900312216281892 -0.93108330059051514 -0.26837096214294437 0.080604128645999099 leaf_weight=181 936 38 201 98581 37 20 2784 22 139 30 25 20 157 23 58 21 139 20 20 20 56 leaf_count=181 936 38 201 98581 37 20 2784 22 139 30 25 20 157 23 58 21 139 20 20 20 56 internal_value=0 -0.000974106 -0.00130562 -0.000528676 0.0710813 0.948138 0.0583832 0.225736 0.00275231 -0.216295 -0.778962 -0.118671 -0.00338403 -0.316513 -0.0027505 0.456283 -0.00311784 -0.429596 -0.187443 -0.599727 -0.123274 internal_weight=0 103347 103309 102937 3938 57 3881 958 2923 372 55 317 98999 200 98799 79 98720 177 297 40 257 internal_count=103528 103347 103309 102937 3938 57 3881 958 2923 372 55 317 98999 200 98799 79 98720 177 297 40 257 cat_boundaries=0 5 10 11 cat_threshold=0 0 0 131072 2147483648 1073774592 16386 4096 139460864 134217776 1288 is_linear=0 shrinkage=0.01 Tree=325 num_leaves=34 num_cat=2 split_feature=4 2 6 13 10 14 6 25 9 2 15 1 10 2 4 25 1 12 14 4 1 2 16 1 12 1 12 5 4 10 4 26 10 split_gain=308360 1.45306e+06 166665 503708 860920 638166 878146 315210 412746 610873 233413 182406 177785 136063 122588 114199 193367 263581 165681 135433 158173 314925 122960 110099 102941 102202 96227 60100.6 51940.2 21824.3 19215.2 5675.74 2600.73 threshold=904.34825000000012 362.00600000000003 181.63000000000002 606.07650000000001 400.0485000000001 53.287950000000002 329.28675000000004 0 60.867350000000009 362.00600000000003 166.33925000000002 273.37500000000006 553.80150000000015 49.853800000000007 177.73500000000004 1 1083.8250000000003 1040.4400000000003 1018.0250000000002 522.5150000000001 470.21364 408.041 348.30332000000004 36.005000000000003 168.86500000000004 334.96500000000003 189.18140000000002 111.52000000000001 1468.3681000000001 786.71250000000009 678.11800000000005 2022.5000000000002 897.08550000000014 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 13 12 4 7 6 -6 8 9 -4 25 -10 15 27 26 19 17 18 -17 20 22 -22 -1 30 -5 -9 29 28 -2 -14 -21 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31 763 99 27 38 36 50 27 21 82069 24 25 23 21 171 20 97 33 20 35 21 20 26 21 28 22 54 internal_value=0 0.46836 -0.0029576 0.105175 0.137564 1.08851 1.81945 0.071288 0.284042 0.493685 -0.0438156 -0.170109 -0.00444874 0.0250035 -0.330461 -0.00391388 -0.00909065 -0.00872867 -0.00904132 0.0177517 0.0194621 0.305825 0.0166362 -0.387791 -1.00092 -0.0808025 -0.433215 0.211787 0.0736577 -0.327988 -0.0870842 -0.657265 -0.435875 internal_weight=0 139 103364 1406 1366 89 51 1277 441 306 836 135 101958 117 167 101791 82163 82117 82092 19628 19546 191 19355 82 40 798 146 90 70 125 49 46 75 internal_count=103503 139 103364 1406 1366 89 51 1277 441 306 836 135 101958 117 167 101791 82163 82117 82092 19628 19546 191 19355 82 40 798 146 90 70 125 49 46 75 cat_boundaries=0 5 11 cat_threshold=49152 0 64 35651584 8260 1083474688 813842466 16842786 138621192 2148548608 6400 is_linear=0 shrinkage=0.01 Tree=326 num_leaves=34 num_cat=6 split_feature=7 16 11 17 9 16 3 25 2 0 25 4 1 24 2 5 12 16 1 25 25 2 2 15 26 4 12 0 0 24 16 13 1 split_gain=374326 2.07488e+06 637014 859166 345629 225671 321100 208288 372373 196167 436902 322537 445062 343042 277319 315273 273117 258161 202995 190527 183298 149674 133588 132403 97779.7 97045.6 94660.8 80580.1 59520.4 56527 25598.3 7284.92 3848.1 threshold=359.98750000000001 371.89150000000006 522.5150000000001 125.05250000000002 448.92950000000002 362.00600000000003 296.58675000000005 0 228.79300000000003 51.78475000000001 1 483.06600000000009 765.46000000000015 2 306.92205000000007 81.524400000000014 448.18200000000007 332.25000000000006 1083.8250000000003 3 4 537.86000000000013 436.65050000000002 129.55275000000003 2022.5000000000002 23.530250000000002 155.04900000000001 143.73850000000002 62.220400000000005 5 920.44288200000017 11.045000000000003 1449.0631000000001 decision_type=2 2 2 2 2 2 2 9 2 2 9 2 2 1 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 1 2 2 2 left_child=5 2 3 4 7 9 23 8 -2 17 11 12 13 -11 15 -13 19 18 20 29 24 -22 -21 28 -1 -25 -9 -6 30 -12 31 -7 -20 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449 114 24 39 1210 25 23 23 33 30 2948 97209 207 24 28 57 25 20 22 20 188 29 21 36 internal_value=0 0.251914 0.108772 0.196959 0.0874856 -0.00372404 -0.31392 0.171128 0.458006 -0.00301721 0.0576494 0.183837 0.212673 0.18785 -0.470674 -0.0180432 -0.0106201 -0.00616594 -0.00646497 -0.0182809 -0.00608978 -0.00657163 0.00643471 -0.194588 0.38289 0.238267 0.00393103 -0.778809 -0.338873 -0.253333 -0.265482 -0.195803 -0.560866 internal_weight=0 576 545 511 477 102927 234 435 150 102693 5067 1770 1698 1659 72 47 3297 97626 97593 3274 97527 97416 2972 212 111 53 285 42 159 302 139 110 66 internal_count=103503 576 545 511 477 102927 234 435 150 102693 5067 1770 1698 1659 72 47 3297 97626 97593 3274 97527 97416 2972 212 111 53 285 42 159 302 139 110 66 cat_boundaries=0 5 11 12 17 22 23 cat_threshold=1081344 512 0 33554432 8192 9469956 16386 276890152 0 0 1 2688 0 537002112 524544 33562626 16 0 0 4096 138412040 2147483648 2148 is_linear=0 shrinkage=0.01 Tree=327 num_leaves=33 num_cat=6 split_feature=7 16 9 0 6 18 15 12 16 3 0 25 4 1 24 12 16 1 5 1 25 6 4 15 25 24 4 0 24 16 13 1 split_gain=366877 2.03359e+06 547882 584205 388249 222073 280307 245991 221180 314710 192223 428339 316131 436195 336285 267690 253024 202076 305324 198956 186997 180353 152774 129768 128198 125565 95114.4 58335.9 55512.7 25088.9 7139.95 3771.52 threshold=359.98750000000001 371.89150000000006 373.75800000000004 594.30750000000012 483.25025000000005 200.22000000000006 111.361 159.01650000000004 362.00600000000003 296.58675000000005 51.78475000000001 0 483.06600000000009 765.46000000000015 1 448.18200000000007 332.25000000000006 383.96180000000004 10.119750000000002 1083.8250000000003 2 1424.6500000000003 183.09000000000003 129.55275000000003 3 4 23.530250000000002 62.220400000000005 5 920.44288200000017 11.045000000000003 1449.0631000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 9 2 2 2 9 1 2 2 1 2 2 2 left_child=8 2 3 5 22 6 7 -2 10 23 16 12 13 14 -12 20 19 18 -14 21 28 24 -4 27 -1 -22 -25 29 -13 30 -10 -21 right_child=1 -3 4 -5 -6 -7 -8 -9 9 -11 11 15 17 -15 -16 -17 -18 -19 -20 31 25 -23 -24 26 -26 -27 -28 -29 -30 -31 -32 -33 leaf_value=-0.054160126736599271 0.19887396229060536 2.7407598624690888 -0.62321577276502338 1.8253076043995944 -1.6453483150623465 -0.80084770161172614 1.0931399537577773 -0.8263050800323487 -0.15471005093934162 -1.4492040879076178 -0.049292443830698467 -0.42698360962252468 0.80848087219964893 1.2559106848790096 0.27145469984235088 1.0644963832523511 0.86938375126231804 -1.2392272638237996 -0.78662602122340886 -0.4724483575820923 -0.076458132056073408 0.8793861762337063 0.52111356568336487 -0.16440746869359696 -0.0034933386708214582 0.057032785469491504 0.68421035995483392 -0.84044981873035429 -0.12807829440242113 -0.52448320816303129 -0.35970316580363682 -0.62426465352376304 leaf_weight=5270 367 31 28 22 27 23 33 25 89 22 449 114 21 39 1210 23 33 23 28 30 1126 23 20 28 92234 1846 25 20 188 29 21 36 leaf_count=5270 367 31 28 22 27 23 33 25 89 22 449 114 21 39 1210 23 33 23 28 30 1126 23 20 28 92234 1846 25 20 188 29 21 36 internal_value=0 0.249395 0.107684 0.23434 -0.686029 0.156213 0.208006 0.133493 -0.00368712 -0.31078 -0.00298737 0.0570663 0.182011 0.210559 0.185985 -0.0105309 -0.00610428 -0.465967 -0.103009 -0.00640032 -0.0181152 -0.00602889 -0.146412 -0.192642 -0.00623774 0.00637036 0.235884 -0.335484 -0.250979 -0.262827 -0.193845 -0.555257 internal_weight=0 576 545 470 75 448 425 392 102927 234 102693 5067 1770 1698 1659 3297 97626 72 49 97593 3274 97527 48 212 97504 2972 53 159 302 139 110 66 internal_count=103503 576 545 470 75 448 425 392 102927 234 102693 5067 1770 1698 1659 3297 97626 72 49 97593 3274 97527 48 212 97504 2972 53 159 302 139 110 66 cat_boundaries=0 6 7 12 18 19 20 cat_threshold=9469956 16386 276890152 0 0 1 2688 0 537002112 524544 33562626 16 536903680 262272 8 2217771041 524304 513 1177 2148 is_linear=0 shrinkage=0.01 Tree=328 num_leaves=34 num_cat=3 split_feature=7 17 24 0 4 2 4 2 25 0 2 0 26 18 10 10 9 8 25 12 12 26 0 2 4 0 9 1 2 8 26 2 7 split_gain=359578 1.82924e+06 503936 425294 292082 212639 321391 274856 596862 661828 546416 262510 217861 201932 186165 226440 209161 148374 142568 170717 234055 138616 240674 127297 110513 110010 60083.3 53487.3 50010.3 48575.9 30119.5 24575 9343.6 threshold=359.98750000000001 439.37528000000003 0 658.11750000000018 276.21600000000007 654.54975000000002 341.416 436.65050000000002 1 297.71250000000003 537.86000000000013 180.52280000000005 2022.5000000000002 166.33925000000002 25.122500000000006 181.65750000000006 41.901600000000009 1449.0631000000001 2 1040.4400000000003 1362.4500000000003 2022.5000000000002 156.17100000000002 873.74500000000012 42.063020000000009 51.78475000000001 38.881250000000001 91.185000000000016 505.12500000000006 52.345500000000008 2022.5000000000002 1054.5000000000002 477.22500000000008 decision_type=2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 4 13 26 7 21 17 9 10 12 27 -9 14 16 -16 -4 18 30 25 -21 22 23 -7 29 -20 32 28 -10 31 -1 -23 -2 right_child=1 -3 3 -5 -6 6 -8 8 11 -11 -12 -13 -14 -15 15 -17 -18 -19 19 20 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 leaf_value=0.49157342603129728 -0.24318818728129071 2.7399791928700039 -0.0013035390315911707 1.5981498359597248 -1.6021363697052002 0.33677194054921467 -1.3085825039659227 1.8072639783223472 0.40010852083246762 2.1876262613932291 -0.77818346176147457 -1.111727155265601 0.48809227789601972 -0.67004461765289303 1.1385925127112346 0.2328135115167369 0.75751554888348249 -0.75908175101647002 -0.0066262369889762973 1.2080594055740921 -0.19956861200786771 -0.23862533610207695 1.0015188387165899 -0.50418333816528316 0.26536378824710843 0.041775188484204799 -0.65611224386427136 -0.34505171413421631 -0.084284383455912271 -0.96469053051688447 0.19543810435703823 -0.61336339787074501 0.010158683544880635 leaf_weight=62 24 28 234 23 20 30 28 21 47 30 25 23 31 25 46 69 43 26 97301 27 21 35 23 45 20 4934 27 25 39 22 77 35 37 leaf_count=62 24 28 234 23 20 30 28 21 47 30 25 23 31 25 46 69 43 26 97301 27 21 35 23 45 20 4934 27 25 39 22 77 35 37 internal_value=0 0.246901 0.119517 0.268253 -0.467953 -0.00365065 -0.30221 -0.00295868 0.334355 0.848356 0.436738 -0.129708 1.02083 0.201334 0.256907 0.595125 0.116491 -0.00375219 -0.00356044 -0.00400999 0.592222 -0.168027 0.106631 -0.167801 -0.408353 -0.00429032 -0.26336 0.0620875 0.180442 -0.554813 0.305546 -0.425994 -0.0895188 internal_weight=0 576 548 440 108 102927 238 102689 241 107 77 134 52 417 392 115 277 102448 102422 102283 48 210 98 75 112 102235 88 111 86 92 139 70 61 internal_count=103503 576 548 440 108 102927 238 102689 241 107 77 134 52 417 392 115 277 102448 102422 102283 48 210 98 75 112 102235 88 111 86 92 139 70 61 cat_boundaries=0 1 7 12 cat_threshold=138 32768 0 544 0 0 1024 0 0 4096 0 2147483680 is_linear=0 shrinkage=0.01 Tree=329 num_leaves=26 num_cat=5 split_feature=4 2 0 25 2 10 6 0 2 24 12 3 4 1 6 25 5 8 2 25 24 6 3 4 26 split_gain=302390 1.421e+06 190542 412868 568690 755858 496416 448170 371720 339662 297222 457610 295714 220064 208879 183268 138554 136955 132658 132624 828711 110920 102293 63645.3 1600.6 threshold=904.34825000000012 362.00600000000003 51.78475000000001 0 654.54975000000002 553.80150000000015 884.13250000000005 883.10000000000014 145.77300000000005 1 281.29860000000002 14.904238000000001 553.21400000000006 1083.8250000000003 1424.6500000000003 2 271.24120000000005 1449.0631000000001 49.853800000000007 3 4 172.78900000000002 54.445500000000003 1468.3681000000001 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 9 1 2 2 2 2 left_child=2 18 13 6 5 10 7 9 -9 16 15 -12 -11 14 17 -5 -4 19 22 20 -1 -21 23 -2 -15 right_child=1 -3 3 4 -6 -7 -8 8 -10 12 11 -13 -14 24 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 leaf_value=0.81127082270245232 -0.22393440722510582 2.795561180114746 -0.054939748365285861 -0.24812484119759229 -1.2534619300895267 1.7783947394788266 -1.2069798439025881 0.42698915040493013 2.0635196437006411 0.27576583452128672 1.5961748620553007 -0.18031936448195887 -0.66984799763735614 -0.52779994666576391 0.90833747062683101 0.0082198553904434778 -0.70100267028197272 -0.76116380691528318 -0.58933657725652067 -0.0074031102846618879 -0.24924363548105416 0.09652328202145638 0.84058581733703619 0.38819227152857289 -0.62565190941946847 leaf_weight=119 41 22 223 295 36 24 25 35 23 1210 29 29 34 32 25 3256 39 24 27 96667 166 1038 20 29 35 leaf_count=119 41 22 223 295 36 24 25 35 23 1210 29 29 34 32 25 3256 39 24 27 96667 166 1038 20 29 35 internal_value=0 0.463872 -0.00286055 0.0557868 -0.00277667 0.00960893 0.189833 0.213374 1.07596 0.180153 -0.00215357 0.707928 0.247928 -0.00600376 -0.00561223 -0.0137516 -0.145554 -0.00584535 0.025435 -0.00566036 0.206058 -0.00629837 0.209866 0.0296609 -0.578917 internal_weight=0 139 103364 5258 3669 3633 1589 1564 58 1506 3609 58 1244 98106 98039 3551 262 98014 117 97990 285 97705 90 70 67 internal_count=103503 139 103364 5258 3669 3633 1589 1564 58 1506 3609 58 1244 98106 98039 3551 262 98014 117 97990 285 97705 90 70 67 cat_boundaries=0 3 4 9 14 15 cat_threshold=9469956 16384 276889640 2176 0 131200 524544 33562626 16 0 536870912 4096 134217728 2147483648 3206 is_linear=0 shrinkage=0.01 Tree=330 num_leaves=27 num_cat=1 split_feature=11 10 25 14 14 4 16 10 3 26 2 8 8 2 4 5 11 3 1 8 3 14 13 4 8 26 split_gain=329657 1.29843e+06 262432 383277 352068 254667 920390 279005 260988 280772 145756 135178 164276 517022 119896 110563 159225 95859.4 186021 156437 72495.6 61161.5 70266.3 55808.5 47903.3 4667.74 threshold=1085.9700000000003 129.93500000000003 0 766.49265000000003 94.544650000000004 255.87150000000005 66.245000000000019 400.0485000000001 1077.3535000000002 2022.5000000000002 132.27250000000004 1117.4100000000001 551.49600000000009 65.544000000000011 783.3660000000001 249.71600000000004 349.05332000000004 27.798999999999999 1449.0631000000001 422.73350000000011 104.02000000000001 369.57140000000004 236.16900000000004 10.075500000000002 796.15000000000009 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 2 2 2 left_child=2 -2 3 4 5 8 7 -7 9 -1 15 12 14 24 17 16 -6 18 -4 -19 25 22 -12 -13 -14 -16 right_child=1 -3 11 -5 10 6 -8 -9 -10 -11 21 23 13 -15 20 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.12110603428958845 -0.30598802293219218 2.7517730431329634 -0.0061606079288243597 1.1553000557422639 -0.15853369803935136 0.072283527788615992 1.9905363630479382 1.2014535228411358 1.0795903144836425 -0.02278494811745399 -0.73318772517641395 -0.77242601156234747 0.23652878415855494 1.6470036125183105 -0.39281776341524988 -0.78647248029708861 0.77881585216522209 0.04072159085253025 0.95836522865295404 -0.68335326898097992 0.089755536079406742 -1.004358486991761 0.032026269912719722 -0.099043500900268561 -0.24162336134910584 -0.54667058438670879 leaf_weight=2975 41 21 91244 32 193 248 31 24 25 2492 30 32 44 25 33 24 20 5531 20 30 30 29 20 20 40 49 leaf_count=2975 41 21 91244 32 193 248 31 24 25 2492 30 32 44 25 33 24 20 5531 20 30 30 29 20 20 40 49 internal_value=0 0.729705 0.000305122 0.0636373 0.0580249 0.0757494 0.35798 0.171916 0.0601785 0.0555168 -0.267017 -0.00370782 -0.00343508 0.384564 -0.00387136 -0.143021 -0.0705197 -0.00349311 -0.00594924 0.0368154 -0.330868 -0.639006 -0.427102 -0.513433 0.00883729 -0.484754 internal_weight=0 62 103241 6143 6111 5795 303 272 5492 5467 316 97098 97046 109 96937 237 213 96825 91264 5561 112 79 50 52 84 82 internal_count=103303 62 103241 6143 6111 5795 303 272 5492 5467 316 97098 97046 109 96937 237 213 96825 91264 5561 112 79 50 52 84 82 cat_boundaries=0 6 cat_threshold=32768 16384 4096 170012936 2149072928 257 is_linear=0 shrinkage=0.01 Tree=331 num_leaves=30 num_cat=5 split_feature=11 10 25 14 14 24 25 26 25 3 0 4 2 8 8 9 4 11 3 1 8 24 0 3 14 13 4 26 8 split_gain=323097 1.27259e+06 257210 375650 345061 294371 1.70925e+06 463297 336968 294558 248064 172834 142855 132488 161007 788647 117510 95501.8 93951.8 182319 153324 89189.1 75596.4 71053 59944.4 68868 54697.9 4574.86 2878.87 threshold=1085.9700000000003 129.93500000000003 0 766.49265000000003 94.544650000000004 1 2 2022.5000000000002 3 78.025300000000001 438.09750000000008 45.910000000000011 132.27250000000004 1117.4100000000001 551.49600000000009 199.13250000000002 783.3660000000001 375.68200000000007 27.798999999999999 1449.0631000000001 422.73350000000011 4 3.2712500000000007 104.02000000000001 369.57140000000004 236.16900000000004 10.075500000000002 2022.5000000000002 679.47498000000007 decision_type=2 2 9 2 2 1 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 7 -1 11 -8 -10 -7 17 14 16 22 18 21 19 -4 -20 -6 28 27 25 -14 -15 -18 -16 right_child=1 -3 13 -5 12 8 9 -9 10 -11 -12 -13 24 26 15 -17 23 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=1.8932447524751936 -0.30292814295466353 2.7242553633735294 -0.0060990018229787812 1.1437470936775207 0.0071788783737870513 -0.19989788021713784 -0.016552454692761551 0.72080442633995645 0.060672775143298149 0.54390172260778924 0.46336713997635448 0.74444281196594231 -0.72585585221648219 -0.7647017574310303 -0.17762899994850159 1.9814985660711923 -0.38888958367434412 0.48594606919722128 0.040314374310261435 0.94878161811828621 -0.67651972595850629 -0.39932480744555987 0.36582501667517198 0.088857988675435387 -0.99431492636943686 0.031706007003784176 -0.09805307197570802 -0.54120387271958958 -0.32585297684920461 leaf_weight=70 41 21 91244 32 112 626 712 65 4035 108 159 20 30 32 20 24 33 22 5531 20 30 103 27 30 29 20 20 49 38 leaf_count=70 41 21 91244 32 112 626 712 65 4035 108 159 20 30 32 20 24 33 22 5531 20 30 103 27 30 29 20 20 49 38 internal_value=0 0.722408 0.000302071 0.0630009 0.0574447 0.0749919 0.234545 1.2371 0.0429367 0.0565735 0.0757588 -0.16806 -0.264347 -0.00367074 -0.00340073 0.380718 -0.00383264 -0.141591 -0.00345818 -0.00588975 0.0364473 -0.205804 -0.0712673 -0.327559 -0.632616 -0.422831 -0.508298 -0.479907 -0.274741 internal_weight=0 62 103241 6143 6111 5795 955 135 4840 820 4194 646 316 97098 97046 109 96937 237 96825 91264 5561 215 85 112 79 50 52 82 58 internal_count=103303 62 103241 6143 6111 5795 955 135 4840 820 4194 646 316 97098 97046 109 96937 237 96825 91264 5561 215 85 112 79 50 52 82 58 cat_boundaries=0 6 7 13 19 20 cat_threshold=32768 16384 4096 170012936 2149072928 257 68 0 0 0 131328 2148007968 1 0 0 0 131328 2148007936 1 3376 is_linear=0 shrinkage=0.01 Tree=332 num_leaves=19 num_cat=0 split_feature=11 10 3 12 12 2 0 10 16 16 9 16 4 8 0 2 14 17 split_gain=316668 1.24727e+06 214150 370595 306659 253301 232074 324980 262987 305545 205661 124243 95817.6 173378 47532.2 70056.7 38558.5 11911 threshold=1085.9700000000003 129.93500000000003 76.615000000000009 871.41750000000013 1040.4400000000003 654.54975000000002 1077.3535000000002 897.08550000000014 655.48225000000014 371.89150000000006 172.78900000000002 518.28800000000012 1468.3681000000001 1449.0631000000001 130.34875000000002 873.74500000000012 86.50500000000001 15.062500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 6 5 11 7 8 9 -4 14 12 13 -1 15 -7 17 -13 right_child=1 -3 3 -5 -6 10 -8 -9 -10 -11 -12 16 -14 -15 -16 -17 -18 -19 leaf_value=-0.0016700787950708468 -0.29989886714190972 2.6970127659752259 0.074034534821171616 -1.1353279005110264 0.82294355091783733 -0.053673098227557017 0.99331380026681093 1.238693962097168 1.2142070555090905 -0.85222291045718723 -1.3149056916009811 -0.30208533783012359 0.61729955635070799 -0.88950867219404739 0.13992868309020998 -0.53671998376715668 -0.67701444749832151 -0.042456899732351304 leaf_weight=99415 41 21 3315 25 45 51 28 24 20 36 21 67 25 22 25 73 25 24 leaf_count=99415 41 21 3315 25 45 51 28 24 20 36 21 67 25 22 25 73 25 24 internal_value=0 0.715184 0.00029867 0.0777804 -0.00237844 -0.00275078 0.0866404 0.0791627 0.0709073 0.0640837 -0.388428 -0.00209235 -0.00171088 -0.00186651 -0.25785 -0.338047 -0.329173 -0.233612 internal_weight=0 62 103241 3448 99793 99748 3423 3395 3371 3351 170 99578 99462 99437 149 124 116 91 internal_count=103303 62 103241 3448 99793 99748 3423 3395 3371 3351 170 99578 99462 99437 149 124 116 91 is_linear=0 shrinkage=0.01 Tree=333 num_leaves=18 num_cat=0 split_feature=22 16 16 14 5 8 4 0 8 14 2 10 18 9 8 14 16 split_gain=313667 206517 137184 143135 665741 144654 307986 143273 234994 114557 110304 55897.1 45735 16086.1 9515.75 1290.05 33.4403 threshold=550.81750000000011 1079.5035000000003 518.28800000000012 766.49265000000003 27.185999999999996 1117.4100000000001 88.76400000000001 70.38600000000001 619.25400000000013 206.37500000000003 1054.5000000000002 6.0237500000000006 133.24104750000004 28.785 3.2810000000000001 1018.0250000000002 655.48225000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 11 7 13 10 -9 12 -1 15 14 -7 16 -5 -4 right_child=-2 -3 9 4 -6 6 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.0016093299279754968 1.0784148823773421 0.73750466798481185 -0.10493459258675575 0.080412546793619782 1.653112111420467 -0.68418363932016735 0.63461536884307868 0.050160897338255385 0.76890513896942136 -0.87224097251892097 -0.39871027810232984 -0.60066519355773929 -0.58207322883605961 -1.0361868484020234 0.1441732711791992 -0.023271497488021851 -0.12113266591842357 leaf_weight=98731 27 38 25 24 29 37 20 4096 46 30 70 20 20 20 20 24 26 leaf_count=98731 27 38 25 24 29 37 20 4096 46 30 70 20 20 20 20 24 26 internal_value=0 0.000438703 0.000167402 0.000562277 0.384519 0.000200757 -0.433068 0.000524836 0.0581431 -0.336347 -0.00189067 -0.156499 -0.159679 -0.807694 -0.0406951 0.0285705 -0.113192 internal_weight=0 103276 103238 103117 97 103020 77 102943 4142 121 98801 68 91 57 71 48 51 internal_count=103303 103276 103238 103117 97 103020 77 102943 4142 121 98801 68 91 57 71 48 51 is_linear=0 shrinkage=0.01 Tree=334 num_leaves=27 num_cat=2 split_feature=11 10 25 14 14 4 16 10 26 6 25 4 8 8 9 4 11 0 12 1 1 0 4 1 26 8 split_gain=309779 1.22064e+06 251727 364285 336848 247151 901837 271822 232741 515828 307470 141835 126492 156656 772485 116346 107826 208746 86979.6 111614 84616.1 73090.6 51615.4 43472.9 45376.2 2832.27 threshold=1085.9700000000003 129.93500000000003 0 766.49265000000003 94.544650000000004 255.87150000000005 66.245000000000019 400.0485000000001 2022.5000000000002 483.25025000000005 1 522.5150000000001 1117.4100000000001 551.49600000000009 199.13250000000002 783.3660000000001 483.06600000000009 297.71250000000003 482.25000000000006 1449.0631000000001 205.81150000000002 3.2712500000000007 10.075500000000002 96.141000000000005 2022.5000000000002 679.47498000000007 decision_type=2 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 left_child=2 -2 3 4 5 8 7 -7 9 -1 -10 16 13 15 21 18 17 -6 19 -4 -20 25 -14 24 -17 -15 right_child=1 -3 12 -5 11 6 -8 -9 10 -11 -12 -13 22 14 -16 23 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.10653430870820463 -0.29683381830773703 2.667914998190744 -0.0032580122425743406 1.1263137435913086 -0.16418108218758676 0.069358566936946683 1.9678971062937092 1.18389839331309 -0.081659865443277496 1.6098604990088421 0.16056966039109166 -0.98423366966247561 -0.74580945670604704 -0.17558390510082245 1.9597899850209555 0.040204230256982755 0.42856954116821294 -1.0917983945210774 -0.14617103602275375 0.66500248718261712 -0.82037387910214332 0.35795351363994454 -0.098217409133911138 -0.72442502021789557 -0.41614437517130148 -0.3226031587625805 leaf_weight=2989 41 21 96601 32 239 248 31 24 1810 23 726 25 32 20 24 37 25 27 121 25 22 27 20 22 53 38 leaf_count=2989 41 21 96601 32 239 248 31 24 1810 23 726 25 32 20 24 37 25 27 121 25 22 27 20 22 53 38 internal_value=0 0.707355 0.000288881 0.0620177 0.0565958 0.0737712 0.351879 0.1677 0.0585826 0.118014 -0.0120038 -0.261422 -0.00366034 -0.00339636 0.375496 -0.00382265 -0.199325 -0.258338 -0.00344984 -0.00308511 -0.249895 -0.0718336 -0.496736 -0.325941 -0.228534 -0.271907 internal_weight=0 62 103241 6199 6167 5851 303 272 5548 3012 2536 316 97042 96990 109 96881 291 266 96769 96626 143 85 52 112 90 58 internal_count=103303 62 103241 6199 6167 5851 303 272 5548 3012 2536 316 97042 96990 109 96881 291 266 96769 96626 143 85 52 112 90 58 cat_boundaries=0 6 12 cat_threshold=32768 16384 4096 170012968 2149072928 257 32768 0 0 35786752 2147500032 1 is_linear=0 shrinkage=0.01 Tree=335 num_leaves=23 num_cat=3 split_feature=11 2 4 7 25 14 8 2 2 3 22 25 12 7 5 2 3 25 26 2 2 14 split_gain=247280 283085 474046 447143 213640 290893 261639 294979 1.20827e+06 241931 162348 160950 160860 142287 114769 772872 77764.2 66815.1 57321.7 21135.5 53418.5 435.218 threshold=1429.7025000000001 873.74500000000012 341.416 120.13000000000001 0 766.49265000000003 0.45700000000000007 51.871000000000009 55.173000000000009 888.10000000000014 19.552215 1 1040.4400000000003 670.0675 388.83500000000009 214.51943450000005 1077.3535000000002 2 2022.5000000000002 1432.0500000000002 1054.5000000000002 1018.0250000000002 decision_type=2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 left_child=1 4 3 19 5 6 7 11 -9 12 13 -1 14 -8 17 -16 -11 -6 -18 20 -3 -7 right_child=-2 2 -4 -5 9 21 10 8 -10 16 -12 -13 -14 -15 15 -17 18 -19 -20 -21 -22 -23 leaf_value=0.1106728219453183 0.90651770750681571 -0.23173141294055516 -1.5553887322743734 1.2146288471221924 -0.032781644813637489 0.88110244730244514 -0.085719244171483133 1.8473615884780885 0.14543738874299439 1.0337826751708985 -0.95642003161566591 0.014358976502348296 0.81216385359565424 0.55914182812826974 -0.007542213975641243 1.5633043191168043 -0.041279285521734328 -0.0043857943061090497 0.68914078539068047 -0.20952814619881768 -0.76928131078418927 0.81813640957786937 leaf_weight=2317 30 36 30 20 9206 23 1528 44 803 25 21 6861 24 35 241 36 21 82267 22 35 38 21 leaf_count=2317 30 36 30 20 9206 23 1528 44 803 25 21 6861 24 35 241 36 21 82267 22 35 38 21 internal_value=0 -0.00150436 -0.42313 -0.159813 -0.000856611 0.0394597 0.0364176 0.0552884 0.233849 -0.00597563 -0.0830138 0.0388098 -0.00641808 -0.071279 -0.0066322 0.196611 0.590276 -0.00724766 0.332424 -0.412005 -0.507771 0.85105 internal_weight=0 103654 159 129 103495 11653 11609 10025 847 91842 1584 9178 91774 1563 91750 277 68 91473 43 109 74 44 internal_count=103684 103654 159 129 103495 11653 11609 10025 847 91842 1584 9178 91774 1563 91750 277 68 91473 43 109 74 44 cat_boundaries=0 6 11 17 cat_threshold=1073790976 537001984 4168 236101930 2147491856 513 1073741824 536870912 4096 168960010 2147483648 134219842 134318208 587466624 1080050177 134874144 56 is_linear=0 shrinkage=0.01 Tree=336 num_leaves=24 num_cat=1 split_feature=11 2 7 25 14 8 2 2 3 0 0 22 2 7 12 18 0 0 8 1 2 2 14 split_gain=242359 277452 304706 209399 285104 256437 290738 2.73044e+06 237117 235745 172551 159118 154106 139455 138481 93406.1 89242 79427.2 72728 25033.2 26704.6 13101.1 426.557 threshold=1429.7025000000001 873.74500000000012 301.53500000000008 0 766.49265000000003 0.45700000000000007 54.445500000000003 57.433500000000009 888.10000000000014 883.10000000000014 367.42525000000006 19.552215 207.31054000000003 670.0675 1040.4400000000003 756.12500000000011 1077.3535000000002 7.8769000000000009 27.114500000000003 352.68673250000012 1054.5000000000002 1432.0500000000002 1018.0250000000002 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=1 3 18 4 5 6 10 -8 9 14 -1 13 16 -7 15 -5 -11 -10 19 20 -3 -22 -6 right_child=-2 2 -4 8 22 11 7 -9 17 12 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 leaf_value=0.032480104277727045 0.89745254341761271 -0.26961217660170333 0.73517670631408694 -0.006852535464462798 0.87229141857313064 -0.084862051306302158 3.794537955692836 0.14161846627281963 0.31547288247517175 -0.27372804737091067 0.34181897795718647 -0.94685582944325031 1.2859523009061815 0.55355040604727612 0.78644519383257094 -0.56493469079335534 0.52640582900980237 1.0187518983620865 -1.0403867486545018 -0.14973398208618163 -0.78861695463007153 -0.50464266821742054 0.80995507649012977 leaf_weight=9021 30 26 20 91636 23 1528 21 799 42 20 184 21 20 35 22 30 46 26 28 20 33 32 21 leaf_count=9021 30 26 20 91636 23 1528 21 799 42 20 184 21 20 35 22 30 46 26 28 20 33 32 21 internal_value=0 -0.00148923 -0.418898 -0.00084796 0.0390662 0.0360545 0.0547368 0.235169 -0.00591591 -0.00635394 0.0386635 -0.0821837 0.516967 -0.0705662 -0.00684479 -0.00703518 0.283941 0.584374 -0.584952 -0.470068 -0.540471 -0.648814 0.84254 internal_weight=0 103654 159 103495 11653 11609 10025 820 91842 91774 9205 1584 86 1563 91688 91666 66 68 139 111 91 65 44 internal_count=103684 103654 159 103495 11653 11609 10025 820 91842 91774 9205 1584 86 1563 91688 91666 66 68 139 111 91 65 44 cat_boundaries=0 6 cat_threshold=1073790976 537001984 4168 236101930 2147491856 513 is_linear=0 shrinkage=0.01 Tree=337 num_leaves=22 num_cat=2 split_feature=11 2 4 7 25 3 14 3 26 2 24 12 2 15 3 2 3 26 1 2 2 split_gain=237536 271930 466492 435771 205313 270188 302426 263417 197484 540594 215097 154497 97364.9 682108 95555.5 62021 61649.8 80924.3 50795.4 30778.1 21807.5 threshold=1429.7025000000001 873.74500000000012 341.416 120.13000000000001 0 1077.3535000000002 766.49265000000003 888.10000000000014 2022.5000000000002 54.445500000000003 1 1040.4400000000003 266.22500000000008 166.33925000000002 603.67000000000019 9.2080380000000037 1077.3535000000002 2022.5000000000002 297.44000000000005 1054.5000000000002 1432.0500000000002 decision_type=2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 18 5 6 8 11 9 -1 -10 12 14 -14 -6 -7 -9 -18 19 -3 -21 right_child=-2 2 -4 -5 7 15 -8 16 10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 20 -22 leaf_value=0.049003468726268158 0.88847800731658932 -0.2303164008685521 -1.5379108549753826 1.2033524913787843 -0.0076609224701456452 -0.39633399568755051 0.87772732823394062 1.0169144046783447 0.06650746834027102 0.38575590319459585 -0.053889804752995672 0.79576149096091586 0.049941491554846111 1.8172035926321277 0.41312423644242463 -1.1099191774640766 -0.046700376470883688 0.84210516166687022 0.052922015666961669 -0.81678999131725671 -0.43858607753117879 leaf_weight=5607 30 28 30 20 90617 29 43 25 2565 521 3492 24 433 23 54 21 21 20 20 31 30 leaf_count=5607 30 28 30 20 90617 29 43 25 2565 521 3492 24 433 23 54 21 21 20 20 31 30 internal_value=0 -0.00147434 -0.414709 -0.1535 -0.00083948 0.0375339 0.0405641 -0.00600807 0.0376098 0.077634 -0.0028835 -0.006466 -0.00667728 0.13908 -0.00741032 -0.69604 0.625519 0.386863 -0.402463 -0.504797 -0.630788 internal_weight=0 103654 159 129 103495 12278 12228 91217 12185 6128 6057 91151 91127 456 90671 50 66 41 109 89 61 internal_count=103684 103654 159 129 103495 12278 12228 91217 12185 6128 6057 91151 91127 456 90671 50 66 41 109 89 61 cat_boundaries=0 6 7 cat_threshold=1073791232 537018368 4168 236101930 2147491856 513 1299 is_linear=0 shrinkage=0.01 Tree=338 num_leaves=24 num_cat=0 split_feature=22 20 2 4 1 3 17 15 16 1 19 14 9 16 4 2 3 19 1 22 13 17 2 split_gain=220826 1.01773e+06 269385 467617 299456 183804 150396 837823 147453 161442 159082 304232 138128 130361 127258 110921 109175 68751.6 50682.9 28986 8460.27 7838.03 1808.82 threshold=272.88500000000005 11.100500000000002 873.74500000000012 341.416 470.21364 51.871000000000009 532.11625000000015 233.68794 362.00600000000003 414.53600000000012 382.22200000000004 42.655000000000008 483.06600000000009 348.30332000000004 522.5150000000001 6.179850000000001 156.27500000000003 638.01250000000016 7.8769000000000009 524.87500000000011 25.687112000000003 878.30250000000012 1432.0500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 19 6 4 5 18 8 15 10 12 13 17 16 14 -1 20 -10 -12 22 -2 21 -8 -4 right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.00067898976803259831 -0.024467290820497457 2.2468773209055266 -0.46475262939929962 -1.5611110233438428 0.96881163406372073 0.45612526069987902 -0.07759232356630523 1.9803201930999756 -0.15962468716896175 -1.080502988270351 0.37026091441130027 1.509592585325241 0.60856754121326262 0.73577075401941938 -0.19561059733941441 -0.74436582827568065 -0.86237762451171873 -0.2861856064973054 -0.96924808896106229 -0.48692014113716464 0.27305731061100963 0.17271764061667702 -0.35632153091430668 leaf_weight=102625 33 24 40 29 20 22 29 25 191 21 39 20 21 24 336 20 25 27 23 23 20 22 25 leaf_count=102625 33 24 40 29 20 22 29 25 191 21 39 20 21 24 336 20 25 27 23 23 20 22 25 internal_value=0 0.523981 -0.00161019 -0.412906 -0.156768 -0.361419 -0.000978007 0.358892 -0.00138201 -0.240149 -0.000784343 0.429128 -0.165687 -0.00114335 -0.00131512 -0.0865556 -0.240962 0.101715 -0.565805 -0.214403 0.0987431 0.0303845 -0.423048 internal_weight=0 80 103604 159 130 110 103445 116 103329 258 103071 86 237 102985 102961 91 216 66 88 56 71 51 65 internal_count=103684 80 103604 159 130 110 103445 116 103329 258 103071 86 237 102985 102961 91 216 66 88 56 71 51 65 is_linear=0 shrinkage=0.01 Tree=339 num_leaves=18 num_cat=0 split_feature=11 2 4 7 22 17 15 18 2 22 4 2 2 0 1 13 2 split_gain=232741 261393 448716 424730 132794 139315 729373 122931 335615 172382 162293 127727 106341 59495.3 19889.6 7736.35 4206.34 threshold=1429.7025000000001 873.74500000000012 341.416 120.13000000000001 550.81750000000011 532.11625000000015 233.68794 163.44000000000003 329.85800000000006 272.88500000000005 194.61300000000003 54.445500000000003 10.852000000000002 123.21700000000001 7.8769000000000009 25.687112000000003 1432.0500000000002 decision_type=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 12 9 10 11 -9 -1 15 14 16 -7 -3 right_child=-2 2 -4 -5 -6 6 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.002863127350684897 0.87947721513112387 -0.47971191954612735 -1.5081899449030558 1.1891411666870118 -0.6774205602448562 0.038268484508290006 1.8213596101907583 -0.038127819333715417 -1.3403199316107708 0.68215689568906213 -0.67131262530220881 0.052777450224172712 -0.72188091516494757 0.096640354871749892 -0.7529725098609924 0.27032673081755643 -0.31436019706726076 leaf_weight=98535 30 40 30 20 29 51 26 403 23 37 45 4306 20 20 24 20 25 leaf_count=98535 30 40 30 20 29 51 26 403 23 37 45 4306 20 20 24 20 25 internal_value=0 -0.0014475 -0.406597 -0.150412 -0.000825063 -0.000635423 0.344239 -0.00102585 -0.162212 -0.000287902 -0.101729 -0.000533431 -0.0777955 -0.396202 -0.506953 0.103637 -0.416115 internal_weight=0 103654 159 129 103495 103466 117 103349 471 102878 448 102841 91 109 89 71 65 internal_count=103684 103654 159 129 103495 103466 117 103349 471 102878 448 102841 91 109 89 71 65 is_linear=0 shrinkage=0.01 Tree=340 num_leaves=16 num_cat=1 split_feature=22 12 16 24 1 1 4 6 11 2 5 5 0 0 2 split_gain=355091 208181 278541 140836 420357 462776 479560 355867 332465 253770 311742 267809 206864 202484 112396 threshold=550.81750000000011 1362.4500000000003 1079.5035000000003 0 470.21364 891.44875000000013 228.79300000000003 1424.6500000000003 796.68750000000011 329.85800000000006 30.195583500000005 606.07650000000001 658.11750000000018 68.70218850000002 103.80570000000002 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 9 6 -6 8 12 11 -11 -1 -5 -10 -7 right_child=-2 -3 -4 7 5 14 -8 -9 13 10 -12 -13 -14 -15 -16 leaf_value=0.0085480071425794984 1.2705569865486839 -0.78239533242057346 0.9636591046651205 -0.0076476835307096218 0.53576144757780053 -0.48178456094529892 2.1053973563512169 -1.2815336244756526 -0.35060424555431718 0.53009969596935402 -0.18578872545198963 0.57374591936667763 -0.33641236292819182 -1.5641159420013429 0.40421070587067376 leaf_weight=42614 22 34 30 60018 103 45 24 22 44 197 88 84 192 20 21 leaf_count=42614 22 34 30 60018 103 45 24 22 44 197 88 84 192 20 21 internal_value=0 -3.01673e-05 0.000226837 -5.24948e-05 0.0137327 0.479384 0.832386 -0.00992426 -0.00946177 0.0116451 0.309053 0.00965992 -0.00869606 -0.729827 -0.199877 internal_weight=0 103536 103502 103472 43176 193 127 60296 60274 42983 285 42698 60210 64 66 internal_count=103558 103536 103502 103472 43176 193 127 60296 60274 42983 285 42698 60210 64 66 cat_boundaries=0 1 cat_threshold=1299 is_linear=0 shrinkage=0.01 Tree=341 num_leaves=17 num_cat=4 split_feature=11 2 11 2 25 24 16 25 8 24 4 2 10 11 26 26 split_gain=245218 1.09802e+06 270510 239218 194584 332446 220673 175758 456608 316669 424761 349169 130957 44944.2 43595.4 13226 threshold=1085.9700000000003 15.581850000000001 796.68750000000011 50.651000000000003 0 1 1079.5035000000003 2 1117.4100000000001 3 392.81250000000006 115.97000000000001 897.08550000000014 1429.7025000000001 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 9 1 2 9 2 1 2 2 2 2 2 2 left_child=2 13 4 -4 5 14 7 9 12 10 -6 -11 -9 -2 -1 -7 right_child=1 -3 3 -5 6 15 -8 8 -10 11 -12 -13 -14 -15 -16 -17 leaf_value=0.37115563885918984 0.020139931951250349 2.5550410811901094 -0.1921587469810393 -1.4663406270483266 -0.017856113375658497 -0.64937818238901546 0.85851800155639657 -0.0062273987169906035 1.4031521764008894 0.041486081113854018 -0.60866916046327635 0.24048091058636967 0.80305788993835447 -0.6422353031635285 -0.033979693821498326 -0.47131205970858353 leaf_weight=58 21 20 41 23 6524 86 30 83212 23 12276 124 950 20 20 49 81 leaf_count=58 21 20 41 23 6524 86 30 83212 23 12276 124 950 20 20 49 81 internal_value=0 0.634083 -0.000136221 -0.650068 0.000265929 -0.26113 0.000985438 0.000736079 -0.00564295 0.0274478 -0.0288327 0.0557374 -0.00603293 -0.30297 0.169761 -0.531202 internal_weight=0 61 103497 64 103433 274 103159 103129 83255 19874 6648 13226 83232 41 107 167 internal_count=103558 61 103497 64 103433 274 103159 103129 83255 19874 6648 13226 83232 41 107 167 cat_boundaries=0 5 6 11 12 cat_threshold=0 536870912 0 0 2147483648 3203 1611694848 4325504 268436152 108208426 135274544 2188 is_linear=0 shrinkage=0.01 Tree=342 num_leaves=19 num_cat=8 split_feature=22 12 16 25 24 25 24 25 2 25 9 25 8 24 26 26 26 2 split_gain=347102 204125 268769 201191 215403 155634 270748 346536 317079 118676 67898.5 127731 121071 27417.1 6233.76 4526.67 2660.04 1354.95 threshold=550.81750000000011 1362.4500000000003 1079.5035000000003 0 1 2 3 4 115.97000000000001 5 23.455000000000002 6 796.15000000000009 7 2022.5000000000002 2022.5000000000002 2022.5000000000002 0.9459000000000003 decision_type=2 2 2 9 1 9 1 9 2 9 2 9 2 1 2 2 2 2 left_child=1 2 3 4 13 6 7 -5 -8 17 12 -12 -7 16 -11 -15 -1 -6 right_child=-2 -3 -4 5 9 10 8 -9 -10 14 11 -13 -14 15 -16 -17 -18 -19 leaf_value=0.17817750436919078 1.2561812331459739 -0.77473942448111144 0.94660338973999014 0.33053779880509121 -0.15858916115696711 -0.0068798251762391335 0.038765544114101005 -0.040656623863788433 0.22681885963482859 -0.56510397606289264 0.37596491687948053 0.028552950560231733 0.71875691641931949 0.058218384254269485 -0.44886980338530108 -0.077654461391636578 0.27852770843505859 -0.073381275177001964 leaf_weight=56 22 34 30 252 279 79960 12158 6330 968 97 100 2989 23 41 88 61 50 20 leaf_count=56 22 34 30 252 279 79960 12158 6330 968 97 100 2989 23 41 88 61 50 20 internal_value=0 -3.18849e-05 0.000222603 -5.1784e-05 -0.168768 0.00110047 0.0263571 -0.0259651 0.0525938 -0.283461 -0.00489388 0.0411092 -0.00667116 0.0988732 -0.48367 -0.0209819 0.206072 -0.147942 internal_weight=0 103536 103502 103472 692 102780 19708 6582 13126 484 83072 3089 79983 208 185 102 106 299 internal_count=103558 103536 103502 103472 692 102780 19708 6582 13126 484 83072 3089 79983 208 185 102 106 299 cat_boundaries=0 5 6 11 12 17 22 28 29 cat_threshold=0 536870912 4096 0 2148024320 2179 1611694848 4325504 696 108241194 135274544 2188 1073741824 0 0 32768 32 0 0 4096 0 540672 0 16384 64 0 0 1 2050 is_linear=0 shrinkage=0.01 Tree=343 num_leaves=14 num_cat=2 split_feature=22 12 16 25 25 2 2 13 10 14 0 3 10 split_gain=340194 200064 263420 197189 153098 232700 828352 248272 204375 98584.5 78657.7 52627.4 36117.8 threshold=550.81750000000011 1362.4500000000003 1079.5035000000003 0 1 1054.5000000000002 1432.0500000000002 419.83380000000005 897.08550000000014 873.74500000000012 316.39255000000009 79.668750000000017 8.1012500000000021 decision_type=2 2 2 9 9 2 2 2 2 2 2 2 2 left_child=1 2 3 10 5 7 -7 -5 9 -6 11 12 -1 right_child=-2 -3 -4 4 8 6 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.14763076920577567 1.2436194558577105 -0.76699203182669251 0.93713729349772135 0.027178390515101923 -0.0053193991704686286 1.6727098136478 -0.44409263447711339 -0.35662247868145214 1.0058585567474365 0.6641808017817411 -0.77215060461135143 -0.6316458840803667 0.28403026199340825 leaf_weight=629 22 34 30 19688 82806 36 38 170 20 22 21 22 20 leaf_count=629 22 34 30 19688 82806 36 38 170 20 22 21 22 20 internal_value=0 -3.08954e-05 0.000221048 -5.05951e-05 0.00109014 0.0259655 0.585703 0.0238928 -0.00489692 -0.00514157 -0.167081 -0.150634 -0.134328 internal_weight=0 103536 103502 103472 102780 19932 74 19858 82848 82828 692 671 649 internal_count=103558 103536 103502 103472 102780 19932 74 19858 82848 82828 692 671 649 cat_boundaries=0 5 10 cat_threshold=0 536870912 4096 0 2148024320 1611694848 4325504 268436152 108208426 135274544 is_linear=0 shrinkage=0.01 Tree=344 num_leaves=15 num_cat=2 split_feature=22 12 16 25 11 7 2 7 25 0 0 3 11 9 split_gain=333424 196082 258178 193264 149219 270931 258094 170767 463052 160603 77092.4 51580.2 47077.4 23085.2 threshold=550.81750000000011 1362.4500000000003 1079.5035000000003 0 796.68750000000011 26.311000000000003 93.118500000000012 136.29250000000002 1 1438.4900000000002 316.39255000000009 79.668750000000017 1085.9700000000003 16.325500000000002 decision_type=2 2 2 9 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 10 7 12 -7 9 -9 -5 11 13 -6 -1 right_child=-2 -3 -4 4 5 6 -8 8 -10 -11 -12 -13 -14 -15 leaf_value=-0.14362006560489179 1.2311832375959917 -0.75932212563122026 0.92776596705118819 -0.00045926724078462143 -0.26535665016621351 -0.17651983666419985 -1.7461133306676693 0.29467839680986696 -0.037264370666925548 0.63331261876225475 -0.76442909876505538 -0.62532942251725632 0.25522474960276958 0.20148324298858644 leaf_weight=629 22 34 30 100904 32 20 22 706 1018 40 21 22 38 20 leaf_count=629 22 34 30 100904 32 20 22 706 1018 40 21 22 38 20 internal_value=0 -3.05863e-05 0.000218838 -5.00891e-05 0.00107924 -0.36373 -0.998688 0.00147731 0.100164 -0.000208129 -0.16541 -0.149128 0.0172447 -0.132985 internal_weight=0 103536 103502 103472 102780 112 42 102668 1724 100944 692 671 70 649 internal_count=103558 103536 103502 103472 102780 112 42 102668 1724 100944 692 671 70 649 cat_boundaries=0 5 10 cat_threshold=0 536870912 4096 0 2148024320 1164292 148000 8 32768 8196 is_linear=0 shrinkage=0.01 Tree=345 num_leaves=27 num_cat=4 split_feature=2 12 4 26 25 2 2 25 11 11 24 2 6 12 12 24 12 8 13 5 14 14 26 11 13 12 split_gain=479346 2.30772e+06 905503 483785 371162 298449 321106 186342 398854 458345 313378 666722 217813 212100 537716 232447 166906 123095 119086 96704.5 93709 73697.7 51404.1 16928.3 3542.85 2912.31 threshold=873.74500000000012 164.49524000000002 276.21600000000007 2022.5000000000002 0 1432.0500000000002 1054.5000000000002 1 72.222500000000011 53.047500000000007 2 23.808250000000005 450.66846000000004 607.84575000000007 422.00100000000003 3 766.49265000000003 147.43690000000001 650.81250000000011 1424.6500000000003 1018.0250000000002 130.15260000000004 2022.5000000000002 0.45700000000000007 883.73250000000019 1040.4400000000003 decision_type=2 2 2 2 9 2 2 9 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 5 22 6 -2 8 9 10 11 -6 -12 14 15 -10 18 23 19 20 -9 24 -1 25 -20 -18 right_child=1 -3 -4 -5 7 -7 -8 16 13 -11 12 -13 -14 -15 -16 -17 17 -19 21 -21 -22 -23 -24 -25 -26 -27 leaf_value=-0.62508417796063165 0.5581981589577415 3.2739198875427249 -1.9401428322792056 -0.32064437270164492 0.11732263373252229 -0.060799858093261723 2.2667498571222477 -0.0010712541879939691 0.050757143190057252 1.3278714265823366 -0.0075346315017881284 0.74263867333835498 0.56332253663436227 -1.1147739473978679 1.3158143164894798 -0.53219853736332479 -0.42109141219745988 -1.1051275784628731 -0.31021022387913294 0.59731547620561387 -0.57966394786323816 -0.89579135713123137 -0.2916964965281279 -0.00036089691248807038 -0.14836463300805344 -0.26015674964241359 leaf_weight=93 22 26 20 56 1311 20 22 99108 117 30 2134 196 69 27 22 165 22 21 21 27 28 21 92 22 38 23 leaf_count=93 22 26 20 56 1311 20 22 99108 117 30 2134 196 69 27 22 165 22 21 21 27 28 21 92 22 38 23 internal_value=0 0.537927 0.0298137 0.35814 0.000130182 0.952076 1.41247 0.000952056 0.0671782 0.0967897 0.0868349 0.197342 0.0102984 -0.265376 -0.189936 -0.307406 -0.00176866 -0.437082 -0.00138284 -0.0010717 -0.00123467 -0.387049 -0.435738 -0.227695 -0.205971 -0.338836 internal_weight=0 166 140 120 103587 64 44 103402 4071 3740 3710 1507 2203 331 304 282 99331 88 99243 99163 99136 80 185 67 59 45 internal_count=103753 166 140 120 103587 64 44 103402 4071 3740 3710 1507 2203 331 304 282 99331 88 99243 99163 99136 80 185 67 59 45 cat_boundaries=0 5 11 12 13 cat_threshold=0 0 0 131072 2147483648 1073774592 0 4096 139460642 135790624 1 1101 944 is_linear=0 shrinkage=0.01 Tree=346 num_leaves=24 num_cat=0 split_feature=2 11 4 26 2 2 11 14 17 15 16 0 13 16 14 0 3 6 2 11 15 13 17 split_gain=469807 1.68998e+06 524750 398034 275635 336971 166484 363714 129926 860834 165021 302087 191878 130320 117804 123131 115275 96116 62044.5 36540.1 28697.5 21632.4 12752.7 threshold=873.74500000000012 236.36250000000004 321.81750000000005 2022.5000000000002 1432.0500000000002 1054.5000000000002 796.68750000000011 163.51320000000001 532.11625000000015 233.68794 362.00600000000003 160.41850000000002 200.08230000000006 348.30332000000004 1018.0250000000002 7.7340000000000009 152.38780000000003 26.311000000000003 1.0827465000000003 1085.9700000000003 346.38000000000005 9.4067500000000006 878.30250000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 4 5 -2 8 17 10 18 13 12 20 14 15 -1 -13 19 21 -8 -12 22 -10 right_child=1 -3 -4 -5 -6 -7 7 -9 9 -11 11 16 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.0032959845007762556 0.5471537582397461 3.183857919602167 -1.2738741831345992 -0.21924510564122879 -0.060191863059997561 2.2440824309262362 -0.54567639188840988 -1.4736154063542686 -0.21193338447146948 2.1137592922557484 -0.17546244580706913 -0.54248131314913428 0.62867820001417596 0.68293691935283807 -0.53530277342331123 0.029768787539958097 -1.5704332139492037 0.39621719939368116 -0.58575586516037581 -0.078142038345336909 -0.55549897878066357 0.32395948410034181 0.11241056355563077 leaf_weight=90174 25 21 22 56 20 22 32 24 27 22 146 24 31 28 41 12870 20 28 20 35 23 20 22 leaf_count=90174 25 21 22 56 20 22 32 24 27 22 146 24 31 28 41 12870 20 28 20 35 23 20 22 internal_value=0 0.532547 0.148565 0.402985 0.923057 1.34146 0.000128415 -0.373692 0.000558351 0.342501 0.000191122 -0.259562 -0.0945248 0.000805786 0.000620505 0.000833743 -1.00973 -0.0958162 -0.0953382 -0.301442 -0.227183 0.0468119 -0.0663096 internal_weight=0 166 145 123 67 47 103587 119 103468 111 103357 244 200 103113 103085 103044 44 95 89 67 169 69 49 internal_count=103753 166 145 123 67 47 103587 119 103468 111 103357 244 200 103113 103085 103044 44 95 89 67 169 69 49 is_linear=0 shrinkage=0.01 Tree=347 num_leaves=24 num_cat=4 split_feature=2 12 4 0 25 25 11 11 24 5 20 12 12 24 26 12 0 0 13 5 26 0 11 split_gain=460458 2.25204e+06 882638 475271 363679 182992 349478 452507 340841 534418 299413 215785 512806 194577 168460 147147 119648 235283 121730 103605 50407.8 10525.8 2554.98 threshold=873.74500000000012 164.49524000000002 276.21600000000007 130.34875000000002 0 1 72.222500000000011 53.047500000000007 2 388.83500000000009 51.615000000000002 607.84575000000007 422.00100000000003 3 2022.5000000000002 766.49265000000003 1438.4900000000002 883.10000000000014 650.81250000000011 53.970000000000006 2022.5000000000002 1077.3535000000002 0.45700000000000007 decision_type=2 2 2 2 9 9 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=4 2 3 14 20 6 7 8 10 -10 -6 12 13 -8 -2 16 17 18 -7 22 -1 -19 -17 right_child=1 -3 -4 -5 5 15 11 -9 9 -11 -12 -13 -14 -15 -16 19 -18 21 -20 -21 -22 -23 -24 leaf_value=-0.61881814710555538 0.45544423667752015 3.2300082734914928 -1.919649673461914 1.6418456624901814 -0.043005683019270172 -0.0014031638673686134 0.045176078795000567 1.3147305236657461 0.1333366920595298 0.99726929007349785 1.1880280190706254 -1.1009357406474927 1.3028543940457431 -0.48199908930952379 -0.37807479759057366 -0.26774436976458577 -0.62264671587174936 0.4423249811153202 -0.4071409295700692 -1.0324033585048857 -0.28867732390113499 0.68451870617113619 -0.1335281485059987 leaf_weight=93 49 26 20 23 1629 98843 119 30 2209 74 20 27 22 171 48 37 31 34 74 21 92 38 23 leaf_count=93 49 26 20 23 1629 98843 119 30 2209 74 20 27 22 171 48 37 31 34 74 21 92 38 23 internal_value=0 0.527222 0.025276 0.34943 0.000127131 0.000940679 0.0647201 0.091238 0.0819031 0.160636 -0.0279058 -0.243294 -0.169075 -0.280738 0.0429812 -0.00183361 -0.00148528 -0.00129076 -0.0017067 -0.427879 -0.431325 0.570149 -0.216295 internal_weight=0 166 140 120 103587 103402 4301 3962 3932 2283 1649 339 312 290 97 99101 99020 98989 98917 81 185 72 60 internal_count=103753 166 140 120 103587 103402 4301 3962 3932 2283 1649 339 312 290 97 99101 99020 98989 98917 81 185 72 60 cat_boundaries=0 5 11 12 13 cat_threshold=0 0 0 131072 2147483648 1073774592 536870912 4096 139460642 135790624 1 944 944 is_linear=0 shrinkage=0.01 Tree=348 num_leaves=26 num_cat=3 split_feature=2 12 4 0 25 1 26 25 11 11 24 20 1 12 12 1 12 1 0 0 13 1 26 8 12 split_gain=451296 2.20723e+06 865074 465813 356441 186935 198520 179295 342790 443502 334058 293454 280137 211427 502698 234296 144218 160997 117267 230601 119308 59632.8 49404.7 17807.4 3003.98 threshold=873.74500000000012 164.49524000000002 276.21600000000007 130.34875000000002 0 7.8769000000000009 2022.5000000000002 1 72.222500000000011 53.047500000000007 2 51.615000000000002 227.56250000000003 607.84575000000007 422.00100000000003 511.57525000000004 766.49265000000003 159.97720000000004 1438.4900000000002 883.10000000000014 650.81250000000011 7.7340000000000009 2022.5000000000002 5.9884000000000013 1040.4400000000003 decision_type=2 2 2 2 9 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 5 22 6 -2 8 9 10 11 -6 -12 14 15 -10 18 23 19 20 -9 -21 -1 24 -18 right_child=1 -3 -4 -5 7 -7 -8 16 13 -11 12 -13 -14 -15 -16 -17 17 -19 -20 21 -22 -23 -24 -25 -26 leaf_value=-0.61262997288857746 0.80524065945599532 3.1977082252502442 -1.90045317363739 1.6254272062882134 -0.042575626768254118 -0.74487734089726987 -0.23065515440863532 -0.0013891322443208435 -0.19866390685609728 1.3015832376480103 0.12993400420311152 1.1761477473378181 0.5715961137994543 -1.0899263911777073 1.2898258356614545 -1.295384288969494 0.038722649931907653 -1.2022022725343704 -0.61642025493806407 0.36727728610136068 -0.40306952360514048 0.98450726906890451 -0.2857905503459599 -0.41295156955718992 -0.13252158619108653 leaf_weight=93 37 26 20 23 1629 23 37 98843 269 30 2129 20 154 27 22 21 20 20 31 49 74 23 92 20 21 leaf_count=93 37 26 20 23 1629 23 37 98843 269 30 2129 20 154 27 22 21 20 20 31 49 74 23 92 20 21 internal_value=0 0.52195 0.0250232 0.345936 0.000125438 0.0425514 0.287293 0.00093085 0.0640628 0.0903256 0.0810841 -0.0276267 0.15903 -0.24099 -0.167524 -0.278082 -0.00181527 -0.4236 -0.00147043 -0.00127785 -0.00168963 0.564448 -0.427012 -0.16832 -0.0489878 internal_weight=0 166 140 120 103587 97 74 103402 4301 3962 3932 1649 2283 339 312 290 99101 81 99020 98989 98917 72 185 61 41 internal_count=103753 166 140 120 103587 97 74 103402 4301 3962 3932 1649 2283 339 312 290 99101 81 99020 98989 98917 72 185 61 41 cat_boundaries=0 5 11 12 cat_threshold=0 0 0 131072 2147483648 1073774592 536870912 4096 139460642 135790624 1 944 is_linear=0 shrinkage=0.01 Tree=349 num_leaves=26 num_cat=4 split_feature=2 12 26 25 2 2 25 11 11 24 2 6 12 12 24 12 0 0 13 8 26 11 2 2 12 split_gain=442315 2.1633e+06 532707 349348 280922 429204 175773 375863 431568 298131 650355 212699 198368 506615 224334 157539 121146 195633 127352 118159 48421.5 16860.3 10673.6 4860.48 2860.36 threshold=873.74500000000012 164.49524000000002 2022.5000000000002 0 1432.0500000000002 1054.5000000000002 1 72.222500000000011 53.047500000000007 2 23.808250000000005 450.66846000000004 607.84575000000007 422.00100000000003 3 766.49265000000003 1438.4900000000002 883.10000000000014 650.81250000000011 147.43690000000001 2022.5000000000002 0.45700000000000007 40.026900000000005 1054.5000000000002 1040.4400000000003 decision_type=2 2 2 9 2 2 9 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 20 5 -2 7 8 9 10 -5 -11 13 14 -9 16 17 18 -8 21 -1 24 -19 -4 -17 right_child=1 -3 23 6 -6 -7 15 12 -10 11 -12 -13 -14 -15 -16 19 -18 22 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.60650367183070031 0.18965215206146241 3.1657310955341047 -0.7457314970182336 0.11306353099831727 -0.31015626990276834 2.0332841159986415 -0.0012086005181770449 0.052727475386904921 1.288567437807719 -0.0079447081014025183 0.73065665034007055 0.55617149684740153 -1.079027129985668 1.2769275665283204 -0.51951895088468281 -0.41193200848319317 -0.61653718255460266 0.44205951312802877 -0.40287198797056945 -1.0791593022573562 -0.28293264712976374 0.00738098762252114 0.71318054670095454 -0.56563167505486067 -0.25243921611620029 leaf_weight=93 28 26 23 1311 23 23 99059 117 30 2134 196 69 27 22 165 22 32 53 79 21 92 22 20 43 23 leaf_count=93 28 26 23 1311 23 23 99059 117 30 2134 196 69 27 22 165 22 32 53 79 21 92 22 20 43 23 internal_value=0 0.51673 0.024773 0.000124184 0.607327 1.02109 0.000921541 0.0652421 0.0939877 0.084328 0.192113 0.00967999 -0.257585 -0.184628 -0.29865 -0.00172089 -0.00134605 -0.00114762 -0.00152867 -0.424643 -0.422742 -0.219496 0.516339 -0.628394 -0.330413 internal_weight=0 166 140 103587 74 51 103402 4071 3740 3710 1507 2203 331 304 282 99331 99243 99211 99138 88 185 67 73 66 45 internal_count=103753 166 140 103587 74 51 103402 4071 3740 3710 1507 2203 331 304 282 99331 99243 99211 99138 88 185 67 73 66 45 cat_boundaries=0 5 11 12 13 cat_threshold=0 0 0 131072 2147483648 1073774592 0 4096 139460642 135790624 1 1101 944 is_linear=0 shrinkage=0.01 Tree=350 num_leaves=29 num_cat=3 split_feature=2 12 4 26 25 13 4 0 26 6 2 4 10 4 2 24 6 2 14 6 25 13 13 12 1 10 13 14 split_gain=260532 2.01358e+06 421433 349816 215805 346240 330557 344338 320466 891646 390181 303867 228108 138794 99113.4 199797 231242 278479 181328 211354 174001 72624.7 250388 216354 82235 71697.6 25786.4 19988.3 threshold=873.74500000000012 164.49524000000002 164.62650000000002 2022.5000000000002 0 606.07650000000001 1086.5100000000002 1438.4900000000002 2022.5000000000002 769.5200000000001 654.54975000000002 1468.3681000000001 279.94750000000005 1086.5100000000002 22.153894000000005 1 233.37814 362.00600000000003 233.68794 450.66846000000004 2 371.41875000000005 280.30300000000005 29.542500000000004 46.223500000000008 671.22124000000008 883.73250000000019 6.6497500000000009 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 left_child=4 2 3 -2 5 6 7 8 9 -1 -10 -8 26 14 21 18 20 -18 19 -16 -17 22 25 -24 27 -6 -7 -23 right_child=1 -3 -4 -5 13 12 11 -9 10 -11 -12 -13 -14 -15 15 16 17 -19 -20 -21 -22 24 23 -25 -26 -27 -28 -29 leaf_value=0.092719210661849571 0.73933273537405608 3.0759085019429522 -1.2372884857177735 -0.37384330237995494 -0.0058877678234694961 -0.041421682146879343 1.7003044053782588 1.0670616294398452 -0.0081293374934778249 2.2086527147293094 -1.1717207139113854 0.20298245054302794 -1.4615155236617379 -0.64221895891077385 -0.033941716553254897 0.14449964767435106 0.26539360954994107 1.4901128455003103 0.70400826199488209 -1.0659937956333161 0.0048263097338302795 -0.061200828154881794 0.23966621679719538 1.3892228586023503 -0.81181959424700056 -0.37732045641312234 -0.4912265579223633 -0.37598240925715526 leaf_weight=4706 58 24 25 55 87242 26 23 33 4594 20 29 33 23 34 2527 1636 82 24 33 20 1960 90 64 22 21 52 25 26 leaf_count=4706 58 24 25 55 87242 26 23 33 4594 20 29 33 23 34 2527 1636 82 24 33 20 1960 90 64 22 21 52 25 26 internal_value=0 0.402528 -0.0624079 0.197521 0.00118732 0.0465479 0.0519392 0.0473669 0.0437676 0.101674 -0.0154285 0.817954 -0.634763 -0.00341556 -0.00318437 0.0351832 0.0821334 0.542689 -0.0323777 -0.0420458 0.0687859 -0.00593841 -0.0055777 0.533739 -0.235999 -0.00610903 -0.261914 -0.131755 internal_weight=0 162 138 113 103345 9512 9438 9382 9349 4726 4623 56 74 93833 93799 6282 3702 106 2580 2547 3596 87517 87380 86 137 87294 51 116 internal_count=103507 162 138 113 103345 9512 9438 9382 9349 4726 4623 56 74 93833 93799 6282 3702 106 2580 2547 3596 87517 87380 86 137 87294 51 116 cat_boundaries=0 6 7 13 cat_threshold=1073774848 163840 4618 38936616 2148007968 257 3212 70271616 16432 8454144 2129920 536879701 1024 is_linear=0 shrinkage=0.01 Tree=351 num_leaves=48 num_cat=15 split_feature=25 22 26 6 4 25 24 24 25 1 1 1 25 1 0 10 10 13 25 1 10 6 4 5 5 15 4 24 25 25 8 0 25 1 10 10 25 25 1 11 25 1 26 13 25 10 26 split_gain=242062 827786 524531 536042 399716 328975 511003 289828 531793 334704 242314 510723 278998 234587 1.05034e+06 288082 160737 112685 233795 600753 210505 96738.9 91922.4 89253.7 81249.6 73337.1 64349.1 64224.6 202627 121528 333683 224107 240952 127872 95528.6 63719.9 62238.1 48569.7 46916.5 35779 33355.3 26401.8 24721.7 23106.8 20610 7874.55 5177.53 threshold=0 272.88500000000005 2022.5000000000002 769.5200000000001 1086.5100000000002 1 2 3 4 4.8809999999999958 470.21364 602.65050000000008 5 543.52500000000009 134.23250000000004 522.5150000000001 1.8950000000000002 110.07170000000002 6 111.55832500000001 125.12683500000001 288.21750000000009 904.34825000000012 260.7501875000001 6.5797500000000015 38.159922500000008 93.385000000000005 7 8 9 619.25400000000013 191.44500000000002 10 117.18750000000001 553.80150000000015 450.66846000000004 11 12 205.81150000000002 83.329250000000016 13 159.97720000000004 2022.5000000000002 515.82800000000009 14 617.48075000000006 2022.5000000000002 decision_type=9 2 2 2 2 9 1 1 9 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1 9 9 2 2 9 2 2 2 9 9 2 2 9 2 2 2 9 2 2 left_child=1 2 3 7 5 13 16 8 44 -10 12 -12 -9 15 -15 -4 -7 22 19 20 39 23 27 25 -6 38 -27 28 40 31 34 33 -33 -29 -31 37 -8 -30 -20 43 41 -2 -24 -19 -1 -37 -42 right_child=17 -3 4 -5 24 6 36 10 9 -11 11 -13 -14 14 -16 -17 -18 18 21 -21 -22 -23 42 -25 -26 26 -28 29 35 30 -32 32 -34 -35 -36 45 -38 -39 -40 -41 46 -43 -44 -45 -46 -47 -48 leaf_value=-0.28077802874084212 -0.13313919364384241 1.9432808092884395 -0.072083088170828355 1.6069368398189545 1.4112221584320068 0.5557975606526836 -0.11420592295867139 0.21537184814363719 0.34368524497594594 0.0070826367292780457 1.8875641130859202 0.0067456100100562692 -0.021177102484454008 1.5697581941431218 -0.45731247027389338 -0.57996190009946413 -0.298046213388443 0.069535106707663441 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cat_threshold=1074823424 32896 4618 38936584 2148007968 257 1081344 128 520 33685512 2147483648 1100 93 1073741824 128 2 1048576 524288 1073741824 128 0 33554432 2360320 147456 65600 2097152 16785408 4096 2252 0 536887296 0 258 16 608190976 575029794 545259552 402653730 704643540 4096 67108864 131104 8388640 2 1073741824 0 0 8192 524288 1 671090693 2228094466 268435568 874578464 973144192 0 16384 0 2 16 1073741824 0 0 0 524288 is_linear=0 shrinkage=0.01 Tree=352 num_leaves=30 num_cat=4 split_feature=2 7 5 11 25 17 8 26 0 25 24 25 26 2 17 7 10 11 2 3 4 0 13 2 2 5 8 26 11 split_gain=254317 1.4764e+06 269721 269555 241287 370845 828470 374361 577721 409591 419403 395419 228153 373543 206575 195300 175739 141593 210956 113072 97431.7 88617.6 83555 358866 115919 60008.3 42072.7 25043.8 1499.25 threshold=873.74500000000012 301.53500000000008 368.28750000000008 671.11374000000012 0 532.11625000000015 96.823000000000008 2022.5000000000002 1438.4900000000002 1 2 3 2022.5000000000002 1054.5000000000002 76.535000000000011 128.02216050000001 129.93500000000003 362.00600000000003 115.97000000000001 7.8873450000000007 904.34825000000012 126.44320500000002 119.295 329.85800000000006 466.65428000000003 60.451250000000009 2.9470000000000005 2022.5000000000002 1085.9700000000003 decision_type=2 2 2 2 9 2 2 2 2 9 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 12 4 5 7 -7 9 11 10 -1 -9 13 -2 16 -11 21 20 25 -14 22 28 24 -24 -6 26 -19 -22 -5 right_child=1 -3 -4 14 17 6 -8 8 -10 15 -12 -13 19 -15 -16 -17 -18 18 -20 -21 27 -23 23 -25 -26 -27 -28 -29 -30 leaf_value=0.56558022216108983 -0.33213057597478235 2.9414315481185911 -1.0067468606858025 -0.27230452397595284 -0.0039546248946067753 -0.09131474061445756 2.4880008168220518 -0.079654484758158159 1.6783480076789858 0.026954342389493804 0.15428835849990152 0.11725004881998982 -0.53765787308032698 1.2614312328790365 -1.2311985953037554 0.55698059014871082 0.40159335084499853 0.15297431643803916 1.2664520766735077 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92685 724 91961 118 96 52 75 cat_boundaries=0 6 11 12 17 cat_threshold=1074823168 163840 4618 38936584 2148007968 257 32768 0 0 33685504 2147483648 72 1081344 0 520 33685512 2147483648 is_linear=0 shrinkage=0.01 Tree=353 num_leaves=43 num_cat=8 split_feature=25 22 16 11 0 17 15 16 12 11 1 7 13 25 1 10 14 4 3 12 24 25 25 8 0 25 1 10 10 1 1 25 11 4 11 25 6 16 1 10 13 4 split_gain=232834 812867 639762 378968 296609 308258 585746 262350 119197 154292 127942 113351 108609 229119 588232 205817 111704 88423.9 84362.8 211265 63284.6 198318 119540 326559 216653 232428 125119 93413.3 62482 54936.6 53269.8 47690.4 46690.5 39618.4 35174.2 32690.8 31965.5 28147.1 25894.1 7702.2 4206.71 1632.05 threshold=0 272.88500000000005 1079.5035000000003 559.42150000000004 1438.4900000000002 532.11625000000015 77.902470000000008 467.87400000000008 213.02345 796.68750000000011 75.305437500000011 36.086005000000007 110.07170000000002 1 111.55832500000001 125.12683500000001 84.142500000000027 904.34825000000012 31.615000000000006 49.082478500000001 2 3 4 619.25400000000013 191.44500000000002 5 117.18750000000001 553.80150000000015 450.66846000000004 147.65000000000003 6.6537000000000015 6 10.572500000000003 189.40640000000002 83.329250000000016 7 157.82700000000003 56.804650000000009 159.97720000000004 617.48075000000006 264.75500000000005 1086.5100000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 9 9 2 2 9 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 10 -10 11 -5 17 14 15 34 29 20 32 -20 21 35 24 27 26 -26 -22 -24 31 33 -6 -23 40 36 37 38 -15 -14 -2 -30 -18 -19 right_child=12 -3 -4 8 30 6 -8 -9 9 -11 -12 -13 13 16 -16 -17 18 41 19 -21 22 28 23 -25 25 -27 -28 -29 39 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 leaf_value=0.042179654154812611 -0.13165287773949758 1.9252412013644757 1.6738857905069986 -0.20248428000344171 0.5465515825022822 -0.11046338681821469 2.1474480195045471 -0.69893222570419311 -0.38114589849891872 -1.5821024482250214 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608191232 575029794 545259552 402653730 704643540 4096 67108864 131104 8388640 2 671090693 2228094466 268435568 874578464 973144192 0 16384 0 2 16 is_linear=0 shrinkage=0.01 Tree=354 num_leaves=28 num_cat=3 split_feature=2 12 4 26 11 12 25 17 8 26 6 0 25 25 10 11 2 0 4 13 2 2 1 26 6 14 11 split_gain=248413 1.96028e+06 412091 337595 260873 288254 232484 356767 805306 349208 705929 559421 404787 336075 150457 138167 205759 137632 93834.6 80284.3 350623 113509 47790.4 24624.6 23558.2 10725.2 107.879 threshold=873.74500000000012 164.49524000000002 164.62650000000002 2022.5000000000002 671.11374000000012 213.02345 0 532.11625000000015 96.823000000000008 2022.5000000000002 769.5200000000001 1438.4900000000002 1 2 129.93500000000003 362.00600000000003 115.97000000000001 156.17100000000002 904.34825000000012 119.295 329.85800000000006 466.65428000000003 5.3609785000000008 2022.5000000000002 4.5710000000000006 30.365000000000006 901.21050000000014 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 -2 6 14 7 9 -9 10 13 12 -11 -1 24 18 22 -7 19 21 -21 -8 25 -20 26 -17 -6 right_child=1 -3 -4 -5 5 17 15 8 -10 11 -12 -13 -14 -15 -16 16 -18 -19 23 20 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.14053915705277553 0.72358128966956303 3.0307844861348467 -1.2275000866889954 -0.36997681062871762 -0.28539069239582338 -0.53568160152435307 -0.0039060881368124974 -0.094653473767367283 2.4483476967811586 -0.079325507127879544 1.8872612719102337 1.652662928581238 0.11796320297519913 -0.040491019803158779 0.47091198723891686 0.10579846398471153 1.2508194890022279 -1.6947966545536406 -0.17431540575894441 0.063340014739552905 1.3746397213708788 -0.28685424784539448 0.54208124418258674 -0.61478339608510335 -0.66555491046048698 -0.15557844495773315 -0.25888459430021399 leaf_weight=3821 58 24 25 55 28 20 91742 33 20 3633 22 20 1446 1400 29 73 20 21 22 703 21 142 25 30 20 20 34 leaf_count=3821 58 24 25 55 28 20 91742 33 20 3633 22 20 1446 1400 29 73 20 21 22 703 21 142 25 30 20 20 34 internal_value=0 0.393027 -0.0657139 0.191318 0.00113175 -0.412842 0.00174152 0.0465643 0.86497 0.0424152 0.0997202 -0.0165082 -0.023081 0.0921879 -0.148177 -0.00328408 0.3129 -1.12937 -0.00375533 -0.00351687 0.101375 -0.00434336 0.15393 -0.428432 -0.367123 0.0495884 -0.270855 internal_weight=0 162 138 113 103345 152 103193 10395 53 10342 5243 5099 5079 5221 111 92798 138 41 92660 92608 724 91884 118 52 82 93 62 internal_count=103507 162 138 113 103345 152 103193 10395 53 10342 5243 5099 5079 5221 111 92798 138 41 92660 92608 724 91884 118 52 82 93 62 cat_boundaries=0 6 11 17 cat_threshold=1074823424 163840 4618 38936616 2148007968 257 1081344 0 520 33685512 2147483648 1081344 0 520 33685504 2147483648 1 is_linear=0 shrinkage=0.01 Tree=355 num_leaves=17 num_cat=3 split_feature=25 11 10 2 5 10 1 17 8 1 25 2 2 25 26 26 split_gain=259160 297057 1.10254e+06 193302 188655 503908 546029 430554 205495 187500 157837 213580 190211 6222.09 10142.6 4830.31 threshold=0 1085.9700000000003 129.93500000000003 1432.0500000000002 63.922000000000004 897.08550000000014 891.44875000000013 532.11625000000015 1449.0631000000001 54.547500000000007 1 747.71500000000015 1054.5000000000002 2 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 left_child=13 3 -3 4 8 6 7 -6 10 -5 11 -2 -12 14 -1 -15 right_child=1 2 -4 9 5 -7 -8 -9 -10 -11 12 -13 -14 15 -16 -17 leaf_value=-0.51952252460248549 0.032281745433738934 -0.26948700923186081 2.6183751354217533 -0.106548011302948 0.063819741606942801 1.3623560603459677 -1.1644284698698255 1.3555276980766882 0.90394974060058586 -1.3742800564765929 -0.0067155976186773604 0.80392863644493961 -0.81672364859745417 -0.14807800751812053 -0.34353550450618447 -0.27909064189592997 leaf_weight=66 9879 39 20 28 3435 30 36 26 25 20 89772 36 29 53 65 60 leaf_count=66 9879 39 20 28 3435 30 36 26 25 20 89772 36 29 53 65 60 internal_value=0 8.41348e-05 0.709449 -0.00032095 -2.60515e-05 0.0718502 0.0607793 0.0735234 -0.00256771 -0.63477 -0.00279499 0.0350481 -0.0069764 -0.319732 -0.401548 -0.199948 internal_weight=0 103375 59 103316 103268 3527 3497 3461 99741 48 99716 9915 89801 244 131 113 internal_count=103619 103375 59 103316 103268 3527 3497 3461 99741 48 99716 9915 89801 244 131 113 cat_boundaries=0 5 11 15 cat_threshold=0 0 0 131080 1056 9470208 2151694338 269029640 171966464 2148548624 769 0 0 0 131072 is_linear=0 shrinkage=0.01 Tree=356 num_leaves=31 num_cat=4 split_feature=4 17 25 8 6 13 10 7 4 1 25 10 2 2 3 3 2 25 6 1 2 26 12 10 9 13 1 24 26 26 split_gain=224956 1.08806e+06 427836 744861 619443 321346 329801 267233 508294 284322 237038 226251 212240 168753 163378 130159 151572 125019 286438 219611 613097 231007 174719 136498 108165 86514.7 52192.7 37324.2 11549.4 2404.91 threshold=194.61300000000003 439.37528000000003 0 242.70250000000001 108.01500000000001 236.16900000000004 362.01900000000001 141.29500000000002 522.5150000000001 383.96180000000004 1 483.25025000000005 163.44010000000003 1432.0500000000002 52.789999999999999 233.25100000000003 64.425500000000014 2 1424.6500000000003 511.57525000000004 362.00600000000003 2022.5000000000002 1040.4400000000003 1092.2834 396.91800000000006 280.30300000000005 111.55832500000001 3 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 2 left_child=10 2 3 12 -5 6 7 9 -9 -4 27 -8 15 17 -7 16 -2 18 19 21 -21 -12 23 25 -16 -19 -14 28 -1 -29 right_child=1 -3 5 4 -6 14 11 8 -10 -11 13 -13 26 -15 24 -17 -18 22 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.59754748423894255 0.13623069429522627 1.9760020557526619 -0.023826684863955404 0.567646293258667 2.9287877769470216 0.041805439194043476 1.527820086752375 0.74745225947553462 -0.51414449140760632 -0.78660528072944058 0.070396110376021254 0.20466147082192557 -0.67437584488480184 -0.69595359121050149 -0.57343202161788942 1.0509138735135397 0.96626887211432833 -0.0061101488700423456 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155 863 102158 52 240 101919 75 193 169 101884 10245 10225 163 10062 91639 91615 51 91585 47 239 115 124 cat_boundaries=0 5 10 16 17 cat_threshold=16384 16912 512 0 8196 0 0 0 131080 1056 9470208 541065216 269029640 175120416 2148548624 769 795 is_linear=0 shrinkage=0.01 Tree=357 num_leaves=12 num_cat=1 split_feature=11 10 25 2 12 12 5 10 8 1 26 split_gain=243351 1.13275e+06 213615 187541 187303 259658 210736 487660 214445 185025 10702.8 threshold=1085.9700000000003 129.93500000000003 0 1432.0500000000002 1362.4500000000003 1040.4400000000003 63.922000000000004 897.08550000000014 1449.0631000000001 54.547500000000007 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 2 left_child=2 -2 10 4 5 6 8 -8 -4 -5 -1 right_child=1 -3 3 9 -6 -7 7 -9 -10 -11 -12 leaf_value=-0.51087304332039574 -0.30711632887522383 2.5843857650756838 -0.0031689398457526679 -0.10873387468272241 -0.81801488058907657 1.0400100177526475 0.064865065790100318 1.3452958051363626 0.94220756848653153 -1.358990361213684 -0.32938031023368242 leaf_weight=66 42 20 99781 29 28 24 3491 30 24 20 64 leaf_count=66 42 20 99781 29 28 24 3491 30 24 20 64 internal_value=0 0.625626 -0.00106086 -0.000532319 -0.000239203 -1.76482e-05 -0.00025922 0.0757747 -0.00294161 -0.619043 -0.391414 internal_weight=0 62 103557 103427 103378 103350 103326 3521 99805 49 130 internal_count=103619 62 103557 103427 103378 103350 103326 3521 99805 49 130 cat_boundaries=0 4 cat_threshold=0 0 0 131072 is_linear=0 shrinkage=0.01 Tree=358 num_leaves=13 num_cat=2 split_feature=22 6 25 12 12 2 5 17 1 25 22 26 split_gain=217938 745447 214304 205300 204556 185506 204294 606418 166392 133652 43421.2 9674.11 threshold=272.88500000000005 32.920000000000009 0 1362.4500000000003 1040.4400000000003 1432.0500000000002 87.012500000000017 532.11625000000015 0.45700000000000007 1 524.87500000000011 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 9 2 2 left_child=2 10 11 4 5 6 9 -8 -7 -4 -2 -1 right_child=1 -3 3 -5 -6 8 7 -9 -10 -11 -12 -13 leaf_value=-0.50576430768677683 0.15625152793423883 2.0855902801860462 0.031926837973688421 -0.84180698312562086 0.90414665184020993 -0.13173459579204691 0.069962738972226129 1.6663039243221283 -1.3173689169883727 -0.0064440809137023382 -0.41877005338668827 -0.33388941553922796 leaf_weight=66 29 22 10081 29 25 29 2812 24 20 90393 24 65 leaf_count=66 29 22 10081 29 25 29 2812 24 20 90393 24 65 internal_value=0 0.538184 -0.00106934 -0.000537989 -0.000302059 -0.000520822 -0.000229058 0.083472 -0.615667 -0.00259162 -0.104136 -0.390661 internal_weight=0 75 103544 103413 103384 103359 103310 2836 49 100474 53 131 internal_count=103619 75 103544 103413 103384 103359 103310 2836 49 100474 53 131 cat_boundaries=0 4 10 cat_threshold=0 0 0 131072 9470208 2151694338 269029640 171966496 2148548624 769 is_linear=0 shrinkage=0.01 Tree=359 num_leaves=12 num_cat=0 split_feature=11 10 2 1 12 12 4 8 17 3 6 split_gain=237367 1.10745e+06 182756 176883 173409 250294 169597 470800 350738 195970 132715 threshold=1085.9700000000003 129.93500000000003 1432.0500000000002 54.547500000000007 1362.4500000000003 1040.4400000000003 106.765 901.21050000000014 509.97525000000007 1439.8675000000001 1424.6500000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 5 6 9 8 -8 10 -1 right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 -12 leaf_value=-0.0033016540558566221 -0.30437458940914697 2.5546482667922974 -0.11983446375528972 -1.3339282331466675 -0.77392142565085975 1.0205683813492459 0.052933882439545096 1.3246360829671224 1.2432326374053955 0.72481533356615013 0.61258666665213446 leaf_weight=100796 42 20 30 20 29 24 2531 30 25 37 35 leaf_count=100796 42 20 30 20 29 24 2531 30 25 37 35 internal_value=0 0.617891 -0.00104255 -0.605472 -0.000750571 -0.000533888 -0.00077077 0.079194 0.0645761 -0.00282086 -0.00308787 internal_weight=0 62 103557 50 103507 103478 103454 2586 2556 100868 100831 internal_count=103619 62 103557 50 103507 103478 103454 2586 2556 100868 100831 is_linear=0 shrinkage=0.01 Tree=360 num_leaves=28 num_cat=2 split_feature=12 6 16 2 24 5 0 0 10 3 10 8 12 12 8 24 0 0 9 16 9 5 10 1 0 8 0 split_gain=229463 234964 817308 1.77778e+06 384503 1.06162e+06 630291 485981 481917 461699 362701 170471 447878 267157 148994 126168 415965 385747 271377 130111 124529 225065 130423 116168 43505.1 24588.3 11963.1 threshold=1362.4500000000003 228.27997500000004 348.30332000000004 172.78900000000002 0 543.52500000000009 658.11750000000018 367.42525000000006 307.63250000000005 39.465500000000013 450.66846000000004 450.66846000000004 422.00100000000003 1040.4400000000003 242.70250000000001 1 883.10000000000014 117.54253850000002 361.71125000000001 518.28800000000012 167.73300000000003 23.866500000000006 212.96625000000003 1083.8250000000003 75.328920000000011 679.47498000000007 1438.4900000000002 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 4 -4 5 8 7 10 14 -9 -6 13 20 15 -3 16 19 23 -19 -1 22 25 24 -17 -13 -22 -18 right_child=-2 2 3 -5 6 -7 -8 9 -10 -11 -12 12 -14 -15 -16 17 26 18 -20 -21 21 -23 -24 -25 -26 -27 -28 leaf_value=-0.016647403162294336 -0.84880656532943255 0.16743602989376455 -0.12038293957710267 3.7037071800231933 -0.0059375916449148237 2.3380747334957124 -1.4753827610015871 2.1493605439662935 1.4143363850911459 0.00064185333251953129 -1.0990111780166627 -0.21569549485953929 -1.4940165428014902 1.0108102677418636 -0.50833846762373636 0.0014619682534420548 -0.81553011349269333 0.13679045027080097 1.0030294529167381 -0.53231778680061814 -0.42128662598133093 1.0858863145654851 -0.98337457566034236 -0.51847274979879698 0.20318280187146417 0.074578975677490236 -1.1357504892349244 leaf_weight=34003 32 276 31 20 591 25 30 20 30 20 32 171 26 26 37 66608 28 1604 37 49 20 22 21 43 29 20 20 leaf_count=34003 32 276 31 20 591 25 30 20 30 20 32 171 26 26 37 66608 28 1604 37 49 20 22 21 43 29 20 20 internal_value=0 -0.00187452 0.142706 1.37926 0.0832676 0.33938 -0.0568121 0.00651972 0.203597 1.075 -0.0620826 -0.00343957 -0.237966 -0.002732 0.0875521 -0.00298936 -0.0186953 0.00485503 0.156322 -0.0173894 -0.122569 0.273473 -0.233676 0.00112653 -0.154958 -0.173354 -0.948955 internal_weight=0 103839 1112 51 1061 368 693 663 343 40 623 102727 309 102418 313 102392 34100 68292 1641 34052 283 62 221 66651 200 40 48 internal_count=103871 103839 1112 51 1061 368 693 663 343 40 623 102727 309 102418 313 102392 34100 68292 1641 34052 283 62 221 66651 200 40 48 cat_boundaries=0 1 2 cat_threshold=1123 2696 is_linear=0 shrinkage=0.01 Tree=361 num_leaves=18 num_cat=2 split_feature=25 2 11 10 11 12 12 5 2 1 1 4 25 26 5 2 26 split_gain=245342 226614 239430 717913 175142 168132 309071 191394 106760 76118.3 50148.9 32687.9 49855.6 28070.7 17190.2 17458.7 1507.9 threshold=0 1432.0500000000002 1085.9700000000003 103.61850000000001 796.68750000000011 1362.4500000000003 1040.4400000000003 418.34600000000006 50.651000000000003 54.547500000000007 79.872400000000013 23.829300000000003 1 2022.5000000000002 5.0070000000000006 5.0070000000000006 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=10 2 4 -4 5 6 7 -2 -6 -3 11 12 14 -14 15 16 -1 right_child=1 9 3 -5 8 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 leaf_value=-0.12472614697206801 -0.0016501576099235348 -0.35348828545932115 -0.17775811888076162 2.1738096590042115 -0.23349167564511297 -0.789640001014427 1.0317963330499058 0.1962566433661824 -1.1139934467134023 -1.155403663635254 -0.6933143486976624 0.16250832245900082 -0.57273528902154225 -0.26529055456961353 0.12118064382801885 -0.40562411096360945 -0.16291743599772454 leaf_weight=214 102528 29 37 20 40 27 29 491 21 20 20 26 57 62 23 27 200 leaf_count=214 102528 29 37 20 40 27 29 491 21 20 20 26 57 62 23 27 200 internal_value=0 -0.000904749 -0.000581996 0.647353 -0.000940089 -0.000623076 -0.000416342 -0.000706912 -0.536615 -0.680801 -0.197456 -0.184414 -0.199886 -0.380573 -0.142278 -0.159244 -0.143176 internal_weight=0 103242 103193 57 103136 103075 103048 103019 61 49 629 609 583 119 464 441 414 internal_count=103871 103242 103193 57 103136 103075 103048 103019 61 49 629 609 583 119 464 441 414 cat_boundaries=0 6 12 cat_threshold=1073741824 0 0 256 32 1 1073741824 0 0 0 0 1 is_linear=0 shrinkage=0.01 Tree=362 num_leaves=17 num_cat=7 split_feature=25 2 11 12 0 25 24 2 25 26 25 24 26 1 26 24 split_gain=240460 222105 236831 186545 166604 389450 816828 390430 184472 213306 144453 123363 76885.9 74603.5 73810.6 79696.7 threshold=0 1432.0500000000002 1429.7025000000001 1362.4500000000003 6.6497500000000009 1 2 747.71500000000015 3 2022.5000000000002 4 5 2022.5000000000002 54.547500000000007 2022.5000000000002 6 decision_type=9 2 2 2 2 9 1 2 9 2 9 1 2 2 2 1 left_child=11 2 3 4 8 6 -6 -7 9 -2 -10 12 -1 -3 -13 -16 right_child=1 13 -4 -5 5 7 -8 -9 10 -11 -12 14 -14 -15 15 -17 leaf_value=0.36720448099333669 0.17412186038621449 -0.34995339229189115 0.91898622572422028 -0.8169459388937268 -0.053912431162680498 0.010725399388332472 0.32647585707247573 -1.2660841925938924 -0.097387898756177468 -0.010647579009102142 -0.006137186399086325 -0.38953270414097591 -0.1708215440536032 -1.1438496379852294 0.058402570369766982 -0.28377543355143348 leaf_weight=58 1217 29 28 28 1045 11314 1219 24 1761 1284 85273 247 49 20 113 162 leaf_count=58 1217 29 28 28 1045 11314 1219 24 1761 1284 85273 247 49 20 113 162 internal_value=0 -0.000895702 -0.000576176 -0.000825754 -0.000604191 0.0320043 0.151434 0.00801561 -0.00555801 0.0789466 -0.00799448 -0.195482 0.110492 -0.673993 -0.259099 -0.151367 internal_weight=0 103242 103193 103165 103137 13602 2264 11338 89535 2501 87034 629 107 49 522 275 internal_count=103871 103242 103193 103165 103137 13602 2264 11338 89535 2501 87034 629 107 49 522 275 cat_boundaries=0 6 11 12 17 22 23 24 cat_threshold=1073741824 0 0 256 32 1 72384512 4210696 268501064 33554432 135790608 2760 0 0 528384 173178922 2147500032 32768 536870912 0 0 524288 384 1091 is_linear=0 shrinkage=0.01 Tree=363 num_leaves=26 num_cat=2 split_feature=12 6 16 2 18 2 2 1 10 7 6 8 12 12 24 4 10 24 0 0 9 16 1 9 0 split_gain=217725 229234 800734 1.74451e+06 375910 383886 588495 579261 313338 402454 227662 167079 438392 256879 146138 140998 132985 122995 406774 373222 265569 127353 113514 70771.8 11668.9 threshold=1362.4500000000003 228.27997500000004 348.30332000000004 172.78900000000002 130.56500000000003 22.333736000000005 37.20900000000001 670.0675 176.89000000000001 2.8222380000000005 422.87500000000006 450.66846000000004 422.00100000000003 1040.4400000000003 0 392.81250000000006 212.96625000000003 1 883.10000000000014 117.54253850000002 361.71125000000001 518.28800000000012 1083.8250000000003 55.412500000000016 1438.4900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 left_child=1 11 4 -4 5 8 -7 -8 14 -10 -6 13 15 17 -3 16 23 18 21 22 -21 -1 -19 -13 -20 right_child=-2 2 3 -5 10 6 7 -9 9 -11 -12 12 -14 -15 -16 -17 -18 19 24 20 -22 -23 -24 -25 -26 leaf_value=-0.016397299360746596 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1112 51 1061 1015 345 319 670 56 46 102727 309 102418 614 283 257 102392 34100 68292 1641 34052 66651 225 48 internal_count=103871 103839 1112 51 1061 1015 345 319 670 56 46 102727 309 102418 614 283 257 102392 34100 68292 1641 34052 66651 225 48 cat_boundaries=0 1 2 cat_threshold=1313 2696 is_linear=0 shrinkage=0.01 Tree=364 num_leaves=17 num_cat=6 split_feature=25 2 11 12 24 0 2 0 25 25 11 24 26 26 24 0 split_gain=235291 218783 231588 179119 162633 630850 466610 458853 650462 288164 184155 121059 75274 72329.1 77957.8 58002.3 threshold=0 1432.0500000000002 1429.7025000000001 1362.4500000000003 1 658.11750000000018 348.16250000000008 119.88800000000002 2 3 671.11374000000012 4 2022.5000000000002 2022.5000000000002 5 4.4342985000000015 decision_type=9 2 2 2 1 2 2 2 9 9 2 1 2 2 1 2 left_child=11 2 3 4 5 10 -7 9 -9 -6 -2 12 -1 -13 -15 -3 right_child=1 15 -4 -5 7 6 -8 8 -10 -11 -12 13 -14 14 -16 -17 leaf_value=0.36376610131099307 -0.015305123180313898 -0.38319175654444204 0.90877665536744257 -0.80050847274916503 0.30980230082906418 -0.41818898739752836 -1.9905837455749511 0.33604657736049598 -0.051499274517277822 0.0027223161376764837 -0.81252192233657017 -0.38548529816059934 -0.16859013187642 0.057748657804194505 -0.28067756709664365 -1.0832058563232423 leaf_weight=58 34329 29 28 28 297 77 25 986 768 66626 29 247 49 113 162 20 leaf_count=58 34329 29 28 28 297 77 25 986 768 66626 29 247 49 113 162 20 internal_value=0 -0.000867136 -0.000550007 -0.000796807 -0.000579698 -0.018304 -0.80358 0.00831525 0.167979 0.00413182 -0.015978 -0.19335 0.109722 -0.256369 -0.149722 -0.668912 internal_weight=0 103242 103193 103165 103137 34460 102 68677 1754 66923 34358 629 107 522 275 49 internal_count=103871 103242 103193 103165 103137 34460 102 68677 1754 66923 34358 629 107 522 275 49 cat_boundaries=0 6 7 12 17 18 19 cat_threshold=1073741824 0 0 256 32 1 2696 3194880 16912 276890152 33554432 64 0 0 4096 131082 2147483648 384 1091 is_linear=0 shrinkage=0.01 Tree=365 num_leaves=24 num_cat=1 split_feature=0 2 18 15 24 26 16 11 0 9 0 8 10 6 10 10 1 2 1 4 9 10 11 split_gain=248025 1.04328e+06 556054 637904 437797 433202 446070 302527 289891 253602 225688 148960 155965 821072 153086 167847 157154 130810 123037 49737.6 21214 11706 5448.69 threshold=335.27750000000009 873.74500000000012 154.75500000000002 307.63250000000005 0 2022.5000000000002 18.078750000000003 671.11374000000012 883.10000000000014 361.71125000000001 748.92250000000013 1449.0631000000001 897.08550000000014 112.92600000000003 483.25025000000005 450.66846000000004 242.38250000000002 93.118500000000012 470.21364 168.87200500000003 4.4316985000000004 1439.8675000000001 901.21050000000014 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 left_child=7 2 3 4 5 8 -7 11 -2 10 -6 12 14 21 15 18 19 20 -1 -16 22 -14 -9 right_child=1 -3 -4 -5 9 6 -8 17 -10 -11 -12 -13 13 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.00012885823251326334 0.56535745547771454 1.9405283582210542 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866 829 809 304 147 102506 157 505 482 102384 102353 77 102276 102116 160 122 102092 140 97 56 71 cat_boundaries=0 1 cat_threshold=2098 is_linear=0 shrinkage=0.01 Tree=366 num_leaves=34 num_cat=3 split_feature=0 2 18 15 11 25 3 11 25 1 0 6 16 2 4 18 4 4 2 1 10 5 10 2 25 0 13 11 4 17 2 9 11 split_gain=243089 1.02251e+06 544988 625210 321123 314152 350840 296507 183065 234921 790637 449049 242743 187526 160556 156220 154305 140860 128207 113406 111433 103715 219058 230617 121560 94726.5 82174.1 82124.4 72647.9 34775.4 27798.1 20791.8 5340.26 threshold=335.27750000000009 873.74500000000012 154.75500000000002 307.63250000000005 9.9621000000000013 0 9.2080380000000037 671.11374000000012 1 470.21364 242.38250000000002 53.40420000000001 371.89150000000006 537.86000000000013 106.765 404.95850000000007 74.439000000000021 1468.3681000000001 93.118500000000012 55.204000000000015 77.194900000000004 62.070000000000014 617.48075000000006 590.51250000000016 2 272.97600000000006 78.579000000000008 162.92656050000002 49.527000000000008 9.8867999999999991 48.856000000000009 4.4316985000000004 901.21050000000014 decision_type=2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=7 2 3 4 5 6 -2 8 9 12 11 28 13 15 27 -1 -15 21 31 -7 -16 24 23 -23 30 -26 29 -6 -11 -14 -10 32 -9 right_child=1 -3 -4 -5 14 19 -8 18 17 10 -12 -13 26 16 20 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 -32 -33 -34 leaf_value=0.053198681268774292 0.72915193552411472 1.9211230635643006 -1.0865986436122173 1.9004433565139771 -0.32846549386779467 0.097512814096609765 0.015534443259239196 -0.14055493687429738 -0.14105724504618969 0.019336089996191172 2.2895209169387818 1.3024297884106637 -0.47058877524207615 -0.60776845156351722 0.49972223877906802 0.76487323645622496 0.28622336204235371 0.74808203735351575 -1.1307840026855469 -0.31439622981603754 -0.35797762003811928 0.040320742453339088 1.0087589017550151 0.98659155148726241 -0.0031786162887249788 -0.271255139708519 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386 61 95843 2783 2759 93060 92523 81 71 115 54 537 97 71 cat_boundaries=0 5 11 17 cat_threshold=1081856 131072 512 33554432 64 537952512 537051136 4352 141688874 2147483680 768 1073741824 0 0 256 0 1 is_linear=0 shrinkage=0.01 Tree=367 num_leaves=27 num_cat=0 split_feature=0 16 12 11 2 11 6 3 1 2 1 12 4 8 10 6 10 10 1 2 1 13 11 9 10 11 split_gain=238252 1.00315e+06 749579 422433 770842 290606 278461 464939 286232 208421 222689 193755 162181 145677 151484 802520 151405 164371 155717 125655 118451 51641.6 47137.8 20378.1 11495.7 5233.99 threshold=335.27750000000009 371.89150000000006 545.35800000000017 9.9621000000000013 590.51250000000016 671.11374000000012 233.37814 10.310500000000003 70.314960000000013 505.12500000000006 38.666250000000005 118.49500000000002 81.253 1449.0631000000001 897.08550000000014 112.92600000000003 483.25025000000005 450.66846000000004 242.38250000000002 93.118500000000012 470.21364 151.71240000000003 255.87150000000005 4.4316985000000004 1439.8675000000001 901.21050000000014 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=5 2 3 4 6 13 8 -8 -2 10 22 -12 -6 14 16 24 17 20 21 23 -1 -18 -5 25 -16 -7 right_child=1 -3 -4 9 12 19 7 -9 -10 -11 11 -13 -14 -15 15 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.00012698754408391676 0.22956993633285003 1.9936424803733825 -1.8105489602088929 -0.41210533677003319 2.0421081138610839 -0.13914938534459759 1.8822245993216833 -0.030689813914122403 -0.26019746020988183 -1.2771523098718551 -0.17939247735672528 1.0482005809545516 0.8500446392240979 0.68643962921634794 -0.061353098551432297 2.1113233911423457 -0.26965350089954732 0.82845072532693553 -1.1322694158554076 -1.11947615776062 0.17889531705328213 0.26822063900175552 -0.99975458871750611 -0.56390782090333791 -0.35258681089981742 -0.31226446814835074 leaf_weight=101720 453 29 20 39 25 31 24 27 162 21 36 20 21 31 33 21 119 24 20 25 372 21 21 26 23 40 leaf_count=101720 453 29 20 39 25 31 24 27 162 21 36 20 21 31 33 21 119 24 20 25 372 21 21 26 23 40 internal_value=0 0.164048 0.102991 0.148069 0.245915 0.000451467 0.159441 0.869505 0.100558 -0.360447 -0.194492 0.259034 1.49791 0.00103269 0.000825097 0.444203 0.000491293 0.000972904 -0.306885 -0.487317 0.000778379 -0.188972 -0.617783 -0.32439 -0.180967 -0.236679 internal_weight=0 898 869 849 712 102506 666 51 615 137 116 56 46 102384 102353 77 102276 102116 160 122 102092 140 60 97 56 71 internal_count=103404 898 869 849 712 102506 666 51 615 137 116 56 46 102384 102353 77 102276 102116 160 122 102092 140 60 97 56 71 is_linear=0 shrinkage=0.01 Tree=368 num_leaves=39 num_cat=5 split_feature=0 16 11 25 1 1 11 11 0 25 1 0 6 16 8 16 25 3 25 5 3 6 9 4 10 1 0 25 8 0 1 13 4 17 11 11 11 11 split_gain=233510 983184 650305 453819 307250 392097 306246 284823 216019 179183 228735 775303 440854 237788 207411 168419 132912 131920 156068 122571 119515 556842 112708 111713 171308 109477 321712 149108 98891.8 98695 80713.1 80318.6 71108.6 34156.6 33424.1 26162 20130.8 1792.51 threshold=335.27750000000009 371.89150000000006 9.9621000000000013 0 365.42300000000006 43.94230000000001 796.68750000000011 671.11374000000012 438.09750000000008 1 470.21364 242.38250000000002 53.40420000000001 371.89150000000006 1117.4100000000001 36.594350000000013 2 1077.3535000000002 3 169.65250000000003 603.67000000000019 32.040442500000005 124.21250000000002 106.765 167.84800000000004 383.96180000000004 594.30750000000012 4 7.9009010000000002 272.97600000000006 285.3250000000001 78.579000000000008 49.527000000000008 9.8867999999999991 1429.7025000000001 796.68750000000011 87.232957500000012 901.21050000000014 decision_type=2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 4 5 8 23 9 -2 10 13 12 32 17 16 25 19 18 -1 30 29 -22 34 28 -25 27 -27 -5 36 -18 -11 33 -12 -15 35 -9 -4 -37 right_child=1 -3 6 15 -6 -7 -8 22 -10 14 11 -13 -14 31 -16 -17 20 -19 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31 -32 -33 -34 -35 -36 37 -38 -39 leaf_value=0.40558991331395094 0.17325037161509196 1.9737060597641716 -0.48389116942882537 0.31965723663433643 1.7603177374380607 -0.49579729116879978 -1.6132628831409273 -0.51597152295319926 1.3435851771935174 -0.12431477804099565 0.017497866500864972 2.2658372988700868 1.2890214067697525 -0.46626706207499785 0.70867215738063905 0.98531751178559801 -0.0015521692021370878 -0.61226935704549157 0.04519890692127506 0.65306109523773193 0.0075361956082857576 1.7927689198085242 -1.0811504337310791 0.48850644761865786 -0.57494460463523867 0.30739837438632284 -1.0574035607614825 -0.025598391649738841 -1.01907359512647 -0.25741395021116498 -0.76657157802581799 -0.94136691058123567 -0.59440686146418253 0.054543824672698971 -0.69236710906028753 -0.046347552952559094 -0.035218127220869068 -0.16286284623607511 leaf_weight=113 24 29 20 211 27 26 21 23 46 904 91 20 28 34 41 21 94607 30 6129 20 104 21 25 33 28 39 31 292 30 151 20 27 24 20 20 23 20 31 leaf_count=113 24 29 20 211 27 26 21 23 46 904 91 20 28 34 41 21 94607 30 6129 20 104 21 25 33 28 39 31 292 30 151 20 27 24 20 20 23 20 31 internal_value=0 0.162407 0.101961 0.227915 0.756397 0.552835 -0.492175 0.000446952 0.942328 0.00102236 0.0517242 0.421693 0.16377 0.0423133 -0.00242891 0.103997 -0.00273341 0.0492659 0.0524453 -0.120179 -0.0015521 0.307455 -0.482444 -0.312459 0.000364981 0.0735123 -0.297014 0.125077 -0.585063 -0.00195989 -0.138216 -0.496038 -0.110204 -0.273374 -0.328138 -0.233534 -0.259555 -0.113236 internal_weight=0 898 869 717 123 96 152 102506 70 102384 6516 163 143 6353 95868 594 95827 6272 6242 944 94883 125 122 131 61 573 70 503 70 94758 924 81 115 54 97 77 40 54 internal_count=103404 898 869 717 123 96 152 102506 70 102384 6516 163 143 6353 95868 594 95827 6272 6242 944 94883 125 122 131 61 573 70 503 70 94758 924 81 115 54 97 77 40 54 cat_boundaries=0 4 10 16 21 27 cat_threshold=1048576 0 512 33554432 537952512 537051136 4352 141688874 2147483680 768 1073741824 0 0 33024 0 1 0 0 0 0 2147483680 33280 536870912 32 0 8256 1024 is_linear=0 shrinkage=0.01 Tree=369 num_leaves=36 num_cat=6 split_feature=0 2 12 24 2 6 3 11 2 16 1 1 25 24 25 4 5 1 3 8 3 13 25 24 2 3 6 12 6 1 1 12 10 11 26 split_gain=228956 986414 452191 513872 675014 389039 722796 279156 264590 232785 191961 192818 175662 230120 231531 255281 374261 229408 211546 203284 153835 214994 130267 231571 122277 117136 545761 110249 61937.5 48860.5 47196.8 19913 15292.3 979.531 25.6439 threshold=335.27750000000009 873.74500000000012 545.35800000000017 0 590.51250000000016 233.37814 5.0070000000000006 671.11374000000012 256.18250000000006 72.985000000000014 543.52500000000009 273.37500000000006 1 2 3 553.21400000000006 606.07650000000001 602.65050000000008 180.91300000000004 1117.4100000000001 383.96180000000004 94.788750000000007 4 5 93.118500000000012 603.67000000000019 32.040442500000005 1040.4400000000003 38.840000000000011 12.603000000000003 165.05000000000004 155.04900000000001 7.9226890000000019 901.21050000000014 2022.5000000000002 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 9 1 9 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 4 5 8 -7 12 -2 10 11 -5 13 17 34 16 -16 20 -17 22 21 -1 23 29 31 27 -27 -24 -22 -14 -25 32 33 -9 -15 right_child=1 -3 -4 9 -6 6 -8 24 -10 -11 -12 -13 19 14 15 18 -18 -19 -20 -21 28 -23 25 30 -26 26 -28 -29 -30 -31 -32 -33 -34 -35 -36 leaf_value=-0.081323792473744716 0.24844106373976041 1.8849674499034883 -1.3182377975637263 -0.06558869682150345 1.9565421955108642 2.4029605575229813 0.010470379974160875 -0.37596260535220305 -0.60971408450603481 -1.1687901941935221 0.7419365811347961 -0.84124215947257142 0.13296429361615864 0.5739729022979736 0.073628213517509838 -0.15695979690551759 0.91866018803614491 0.87630483223841737 -1.2990592649708623 0.70158546680357403 -0.32178837246365022 0.46137870317929752 -0.0021257392155081319 -0.21702158090761273 -1.1012226524353028 0.0074608237468279329 1.7748411696297783 0.62545972807066785 -1.0560129661560058 -0.36593647003173829 -0.66928909778594969 -0.59803129822015766 -0.0059649904072284696 -0.29200040358485596 0.56426840440282289 leaf_weight=1404 353 32 22 292 25 23 28 24 40 21 26 36 301 56 4722 55 53 26 23 41 27 77 94730 598 25 104 21 28 20 21 24 20 20 33 53 leaf_count=1404 353 32 22 292 25 23 28 24 40 21 26 36 301 56 4722 55 53 26 23 41 27 77 94730 598 25 104 21 28 20 21 24 20 20 33 53 internal_value=0 0.160816 0.0971061 0.133999 0.350284 0.267731 1.08944 0.000442923 0.161097 -0.142054 -0.0851589 -0.150721 0.00101258 0.0512139 0.0844527 0.0735863 0.0830076 -0.0547807 -0.493733 -0.00240462 -0.0709823 -0.0531077 -0.00270608 -0.118977 -0.47762 -0.00153658 0.304381 -0.00194029 -0.634224 0.0974024 -0.230762 -0.316897 -0.243876 -0.327353 0.521418 internal_weight=0 898 866 844 469 444 51 102506 393 375 354 328 102384 6516 4962 4853 4775 1554 78 95868 1528 1481 95827 944 122 94883 125 94758 47 322 622 97 77 57 109 internal_count=103404 898 866 844 469 444 51 102506 393 375 354 328 102384 6516 4962 4853 4775 1554 78 95868 1528 1481 95827 944 122 94883 125 94758 47 322 622 97 77 57 109 cat_boundaries=0 1 7 8 13 19 20 cat_threshold=2674 537952512 537051136 4352 141688874 2147483680 768 2208 0 0 4096 0 2147483680 1073741824 0 0 33024 0 1 2436 is_linear=0 shrinkage=0.01 Tree=370 num_leaves=18 num_cat=0 split_feature=16 22 20 1 18 10 6 12 0 5 6 4 5 14 18 26 22 split_gain=317172 246490 1.25978e+06 142816 378297 537639 689899 968615 210199 225223 126097 104312 292086 283777 107005 94790.8 5392.04 threshold=1079.5035000000003 272.88500000000005 11.100500000000002 227.56250000000003 285.35875000000004 255.87150000000005 329.28675000000004 132.71250000000001 883.10000000000014 606.07650000000001 1424.6500000000003 87.012500000000017 883.10000000000014 464.33100000000007 887.50750000000005 2022.5000000000002 492.27600000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 16 10 5 8 7 -7 9 -5 11 14 13 -13 15 -1 -3 right_child=-2 2 -4 4 -6 6 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 leaf_value=0.0074292572112681435 0.98166708512739709 -0.097290643586052786 2.7247917759418487 0.077568116848140148 -0.97193968504667283 0.62436091234517654 -0.25036754208642081 3.2881302747726444 1.0179773073611051 -0.70472004802603461 -0.63832153843295192 0.062885012273131341 1.1833899298958157 -0.89956007372948432 0.61600723062242779 -0.012113046060549519 -0.29366727039731783 leaf_weight=49998 33 27 20 1168 32 43 37 20 23 38 31 2606 23 31 28 49290 29 leaf_count=49998 33 27 20 1168 32 43 37 20 23 38 31 2606 23 31 28 49290 29 internal_value=0 0.00113972 0.570429 0.000721154 0.102482 0.128352 0.833465 1.47 0.0709794 0.0529189 -0.000636563 -0.000442711 0.0613571 0.0515707 -0.00209791 -0.00227222 -0.198986 internal_weight=0 103444 76 103368 1361 1329 100 63 1229 1206 102007 101976 2660 2637 99316 99288 56 internal_count=103477 103444 76 103368 1361 1329 100 63 1229 1206 102007 101976 2660 2637 99316 99288 56 is_linear=0 shrinkage=0.01 Tree=371 num_leaves=26 num_cat=3 split_feature=2 16 10 2 22 25 1 18 9 14 5 2 6 25 18 2 26 9 1 11 1 10 25 2 26 split_gain=329828 1.78613e+06 382160 169687 160138 147029 377832 596992 899340 263112 256410 233970 593244 144895 132160 112263 121182 91235.5 81702.9 128872 87479.9 75433.7 65458.1 32178.5 14368.2 threshold=873.74500000000012 55.794000000000011 4.4150000000000009 1432.0500000000002 550.81750000000011 0 352.68673250000012 13.492500000000001 361.71125000000001 369.57140000000004 476.36400000000003 381.19000000000005 264.01000000000005 1 887.50750000000005 1054.5000000000002 2022.5000000000002 192.81900000000002 511.57525000000004 37.675000000000004 470.21364 53.087499999999999 2 65.544000000000011 2022.5000000000002 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 left_child=4 2 3 15 5 6 9 8 10 11 -8 13 -13 -1 18 -2 -17 21 20 23 22 -11 -7 -20 -5 right_child=1 -3 -4 24 -6 14 7 -9 -10 17 -12 12 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 leaf_value=0.17603885688987339 0.13599555421519924 3.2484857826232911 -1.1498897483132102 -0.018285028366815476 -0.85236952088095919 0.0082654975719923997 0.4511970585797514 -1.0565271249642738 2.2985206464620735 -0.4616548612768 -0.61656171112060554 0.11380785691196268 1.7441580826895577 0.013140596865023033 0.71054241657257078 1.3673159617185593 0.33981803027066321 0.10724979668855668 -0.17228354662851572 -0.81372617302269779 0.52907442869678623 -1.1788163652420045 -0.0087231413692191954 0.12216850589732735 -0.37309883804321287 leaf_weight=593 37 20 22 21 22 36704 224 26 26 55 25 110 28 5839 26 24 22 20 153 29 31 20 59326 49 25 leaf_count=593 37 20 22 21 22 36704 224 26 26 55 25 110 28 5839 26 24 22 20 153 29 31 20 59326 49 25 internal_value=0 0.440258 0.0683072 0.276062 0.000711526 0.000893237 0.045225 0.391847 0.528784 0.029639 0.343992 0.0371942 0.444604 0.0284532 -0.00231742 0.546065 0.875904 -0.492867 -0.00251014 -0.190351 -0.00205844 -0.652898 -0.0022299 -0.100857 -0.211119 internal_weight=0 171 151 129 103306 103284 6966 301 275 6665 249 6570 138 6432 96318 83 46 95 96292 231 96061 75 96030 202 46 internal_count=103477 171 151 129 103306 103284 6966 301 275 6665 249 6570 138 6432 96318 83 46 95 96292 231 96061 75 96030 202 46 cat_boundaries=0 6 11 17 cat_threshold=1073774848 0 4616 139599914 2148024352 512 1073741824 0 4096 134217730 2147483680 606357124 2696938000 814219376 75563008 151003154 1280 is_linear=0 shrinkage=0.01 Tree=372 num_leaves=24 num_cat=2 split_feature=2 12 4 0 1 26 22 25 1 18 9 0 4 0 1 14 18 1 0 4 4 25 16 split_gain=323264 2.28488e+06 538500 474152 164732 199331 156952 144120 370308 585112 881443 499335 355904 286100 372900 217632 129530 80077 143727 191288 87804.6 225657 88129.9 threshold=873.74500000000012 86.455000000000027 264.75500000000005 130.34875000000002 7.8769000000000009 2022.5000000000002 550.81750000000011 0 352.68673250000012 13.492500000000001 361.71125000000001 594.30750000000012 1468.3681000000001 883.10000000000014 6.6537000000000015 369.57140000000004 887.50750000000005 511.57525000000004 507.61050000000006 288.16557150000006 81.253 1 920.44288200000017 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 left_child=6 2 3 4 5 -2 7 8 12 10 11 -10 13 15 -15 -1 17 20 19 -19 22 -22 -9 right_child=1 -3 -4 -5 -6 -7 -8 16 9 -11 -12 -13 -14 14 -16 -17 -18 18 -20 -21 21 -23 -24 leaf_value=0.034144687241754221 0.61818663998654022 3.1053733578434697 -1.5873555220365523 1.4431552064418793 -0.84427971611420316 -0.40607409759571683 -0.84384585207158869 -0.003410454501745611 0.48341086275809636 -1.045961878907222 2.2755353819406952 -1.0631868279498558 -1.2404601513255726 0.15749438799344576 1.8369744586944581 -0.45830663769454744 0.70343695310445942 -0.16299214554730282 0.58037372740832238 -1.129702500053074 0.27594543046219216 0.01423616174503952 -0.63640689589760524 leaf_weight=6493 38 27 20 24 24 38 22 93667 226 26 26 23 22 39 20 91 26 186 22 23 386 1986 22 leaf_count=6493 38 27 20 24 24 38 22 93667 226 26 26 23 22 39 20 91 26 186 22 23 386 1986 22 internal_value=0 0.435855 -0.0646793 0.180914 -0.122024 0.106056 0.000704593 0.000884487 0.0447755 0.387928 0.523496 0.340552 0.0293454 0.0335507 0.72681 0.0273383 -0.00229425 -0.00248504 -0.188448 -0.269377 -0.00203785 0.058048 -0.00355909 internal_weight=0 171 144 124 100 76 103306 103284 6966 301 275 249 6665 6643 59 6584 96318 96292 231 209 96061 2372 93689 internal_count=103477 171 144 124 100 76 103306 103284 6966 301 275 249 6665 6643 59 6584 96318 96292 231 209 96061 2372 93689 cat_boundaries=0 6 11 cat_threshold=1073774848 0 4616 139599914 2148024352 512 69222528 16384 8388608 0 536879104 is_linear=0 shrinkage=0.01 Tree=373 num_leaves=25 num_cat=4 split_feature=2 12 6 0 22 25 1 18 9 0 4 0 1 24 18 1 26 1 24 0 4 4 25 6 split_gain=316831 2.23941e+06 606698 266074 153829 141250 362939 573468 863902 489398 348822 280406 365479 234108 126952 125731 172824 78483.7 161251 189812 91507.2 86091.8 221284 82855.1 threshold=873.74500000000012 86.455000000000027 288.21750000000009 130.34875000000002 550.81750000000011 0 352.68673250000012 13.492500000000001 361.71125000000001 594.30750000000012 1468.3681000000001 883.10000000000014 6.6537000000000015 1 887.50750000000005 7.8769000000000009 2022.5000000000002 511.57525000000004 2 242.38250000000002 106.765 81.253 3 550.73124000000007 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 9 2 left_child=4 2 3 15 5 6 10 8 9 -8 11 13 -13 -1 17 16 -2 21 19 -19 -20 23 -23 -7 right_child=1 -3 -4 -5 -6 14 7 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 18 20 -21 -22 22 -24 -25 leaf_value=-0.058239713543016047 0.61505557498416386 3.0743195660909017 -1.6802545552253725 1.0350523580353836 -0.83540737412192601 -0.0031839300592958228 0.47857674830782726 -1.0355022729818637 2.2527800730558543 -1.0525549548605215 -1.2280555360967464 0.1559194371639154 1.8186047382354735 0.068605152080933304 0.69640261650085455 -0.76377556943893443 -0.34509617278450416 -0.11870602241489624 -0.33023504711211998 0.86625550060272216 -1.0466776988723061 0.27325566383130434 0.014094513610363724 -0.26395689148394785 leaf_weight=2157 37 27 20 29 22 93567 226 26 26 23 22 39 20 4427 26 20 38 90 94 25 22 386 1986 122 leaf_count=2157 37 27 20 29 22 93567 226 26 26 23 22 39 20 4427 26 20 38 90 94 25 22 386 1986 122 internal_value=0 0.431497 -0.0640325 0.196648 0.000697828 0.000875923 0.0443277 0.384049 0.518261 0.337147 0.029052 0.0332152 0.719542 0.0270649 -0.002271 -0.0592854 0.128579 -0.00245989 -0.186563 0.0877828 -0.429119 -0.00201717 0.0574797 -0.0035235 internal_weight=0 171 144 124 103306 103284 6966 301 275 249 6665 6643 59 6584 96318 95 75 96292 231 115 116 96061 2372 93689 internal_count=103477 171 144 124 103306 103284 6966 301 275 249 6665 6643 59 6584 96318 95 75 96292 231 115 116 96061 2372 93689 cat_boundaries=0 6 7 8 13 cat_threshold=1073774848 0 4616 139599914 2148024352 512 2434 3350 69222528 16384 8388608 0 536879104 is_linear=0 shrinkage=0.01 Tree=374 num_leaves=23 num_cat=1 split_feature=2 12 4 0 22 25 18 2 16 7 4 9 26 8 18 13 13 13 8 14 2 2 split_gain=310525 2.19485e+06 526306 458499 150768 138439 308308 385455 769679 369414 185609 154396 133118 125598 124426 80937 122773 212196 94161 90303 52244.5 877.754 threshold=873.74500000000012 86.455000000000027 264.75500000000005 130.34875000000002 550.81750000000011 0 437.18000000000001 381.19000000000005 89.607500000000016 440.98528000000005 1468.3681000000001 287.97507150000007 2022.5000000000002 96.823000000000008 887.50750000000005 515.82800000000009 280.30300000000005 307.63250000000005 147.43690000000001 1018.0250000000002 7.8873450000000007 1432.0500000000002 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 12 5 6 7 10 9 -9 11 -1 -2 -8 15 16 19 -18 20 -7 -17 -14 right_child=1 -3 -4 -5 -6 14 13 8 -10 -11 -12 -13 21 -15 -16 18 17 -19 -20 -21 -22 -23 leaf_value=0.031621403821861106 0.2537340969942054 3.0435764369258176 -1.5687299448251724 1.4206359151999155 -0.8270533102208919 -0.0027754601133917266 -0.32400247830333129 0.44748438922198197 2.3477510509490966 -0.96748974947702326 -0.92474415397644039 0.31370992275327447 -0.44141017921765646 -1.313286680494036 0.68943858660184421 -0.24859295734545078 0.81625382744536112 0.06245636767262866 -0.88723533391952514 0.65305117289225267 0.32143791484832762 -0.52570506867908295 leaf_weight=6499 49 27 20 24 22 95943 33 152 20 21 20 200 30 21 26 82 49 157 20 21 20 21 leaf_count=6499 49 27 20 24 22 95943 33 152 20 21 20 200 30 21 26 82 49 157 20 21 20 21 internal_value=0 0.427182 -0.0633922 0.179404 0.000691138 0.000867452 0.0438846 0.0498278 0.490442 0.275725 0.0371714 0.0400432 -0.118491 -0.708724 -0.002248 -0.00243499 -0.00210845 0.241758 -0.259841 -0.00263194 -0.136822 -0.47612 internal_weight=0 171 144 124 103306 103284 6966 6912 193 173 6719 6699 100 54 96318 96292 96170 206 122 95964 102 51 internal_count=103477 171 144 124 103306 103284 6966 6912 193 173 6719 6699 100 54 96318 96292 96170 206 122 95964 102 51 cat_boundaries=0 6 cat_threshold=1073774848 0 4616 139599914 2148024352 512 is_linear=0 shrinkage=0.01 Tree=375 num_leaves=22 num_cat=4 split_feature=25 16 11 0 25 2 2 0 5 1 9 3 12 24 10 24 11 26 3 2 26 split_gain=245625 253319 165279 285000 167110 860370 227908 260580 193881 496499 162589 149925 141067 138156 100990 41001 33774 15741.5 11170.4 6533.92 4273.29 threshold=0 1079.5035000000003 671.11374000000012 367.42525000000006 1 1054.5000000000002 1054.5000000000002 39.845500000000008 1062.3775000000003 50.713000000000008 422.48500000000007 471.50829000000004 221.00625000000005 2 75.785500000000027 3 901.21050000000014 2022.5000000000002 764.58775000000003 1432.0500000000002 2022.5000000000002 decision_type=9 2 2 2 9 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 left_child=15 2 4 12 5 11 8 19 10 -10 -6 13 14 -2 16 20 -4 -17 -13 -8 -1 right_child=1 -3 3 -5 6 -7 7 -9 9 -11 -12 18 -14 -15 -16 17 -18 -19 -20 -21 -22 leaf_value=-0.15927502448742206 -0.065712610868400592 0.82614696090285844 -0.39826180251258791 -1.385048117204146 -0.0029606207110915374 2.030241309079257 -0.21600067004561424 -1.3135739987237114 1.1460846932729085 -0.63494851072629299 -0.23573187287067654 -0.26733110254461112 -0.79361956172519255 0.080130547363738994 0.58646803279717763 -0.4434702019855894 0.027049547988314961 -0.27800564707371228 -0.50138929618032357 0.0078702081333507194 -0.035420192241668702 leaf_weight=52 776 37 33 22 97919 22 32 28 45 24 301 44 27 3829 24 116 43 114 38 22 60 leaf_count=52 776 37 33 22 97919 22 32 28 45 24 301 44 27 3829 24 116 43 114 38 22 60 internal_value=0 -0.00113729 -0.00143392 -0.334249 -0.000952844 0.0571776 -0.00374097 -0.530719 -0.0033017 0.526595 -0.00367396 0.0480383 -0.152221 0.0555855 0.0209572 -0.265746 -0.157625 -0.346397 -0.375797 -0.124794 -0.0853075 internal_weight=0 103266 103229 149 103080 4709 98371 82 98289 69 98220 4687 127 4605 100 342 76 230 82 54 112 internal_count=103608 103266 103229 149 103080 4709 98371 82 98289 69 98220 4687 127 4605 100 342 76 230 82 54 112 cat_boundaries=0 4 9 10 11 cat_threshold=0 0 0 1179648 1074790528 536920192 4104 2097194 2147501056 2176 688 is_linear=0 shrinkage=0.01 Tree=376 num_leaves=16 num_cat=3 split_feature=25 16 4 9 8 25 2 3 2 8 5 25 26 26 5 split_gain=240737 248277 200266 155446 213078 160638 886102 287913 178577 185352 145602 23651.6 17336.6 7406.29 242.907 threshold=0 1079.5035000000003 1468.3681000000001 1118.3000000000002 76.974000000000004 1 1054.5000000000002 1077.3535000000002 1054.5000000000002 27.114500000000003 1062.3775000000003 2 2022.5000000000002 2022.5000000000002 6.5797500000000015 decision_type=9 2 2 2 2 9 2 2 2 2 2 9 2 2 2 left_child=11 2 3 5 -5 6 7 -2 10 -10 -7 13 -13 -1 -4 right_child=1 -3 14 4 -6 8 -8 -9 9 -11 -12 12 -14 -15 -16 leaf_value=-0.24411633491516113 0.051667055007059287 0.81788545763170395 -0.63446580392343033 -0.10478630835359747 -1.3496404349803925 -0.003507862708891224 2.0581692843003707 -1.1506835098266601 -0.18991161417961119 -1.2814913032168433 0.45272791167667936 -0.53631072075136244 -0.30257179825122538 -0.1267202792036424 -0.68044616508483891 leaf_weight=106 4734 37 27 44 20 98191 22 20 60 21 70 62 65 109 20 leaf_count=106 4734 37 27 44 20 98191 22 20 60 21 70 62 65 109 20 internal_value=0 -0.0011259 -0.00141957 -0.0011223 -0.493803 -0.000816518 0.055758 0.0466088 -0.00356938 -0.472914 -0.00318285 -0.263089 -0.386266 -0.176395 -0.654032 internal_weight=0 103266 103229 103182 64 103118 4776 4754 98342 81 98261 342 127 215 47 internal_count=103608 103266 103229 103182 64 103118 4776 4754 98342 81 98261 342 127 215 47 cat_boundaries=0 4 9 13 cat_threshold=0 0 0 1179648 1074790528 536920192 4104 2097450 2147501056 0 0 0 1048576 is_linear=0 shrinkage=0.01 Tree=377 num_leaves=23 num_cat=7 split_feature=25 7 2 12 12 24 25 4 0 25 3 1 25 2 25 3 26 3 24 26 26 7 split_gain=235947 199100 247082 198280 433835 150191 363431 341300 313148 299186 393611 358949 271217 247543 519233 341127 79556.1 54096.4 40407.8 15131.3 4078.06 2386.66 threshold=0 1092.2834 74.884000000000015 1040.4400000000003 1362.4500000000003 1 2 522.5150000000001 285.35875000000004 3 471.50829000000004 470.21364 4 103.80570000000002 5 1077.3535000000002 2022.5000000000002 888.10000000000014 6 2022.5000000000002 2022.5000000000002 1449.0631000000001 decision_type=9 2 2 2 2 1 9 2 2 9 2 2 9 2 9 2 2 2 1 2 2 2 left_child=18 3 21 5 -5 6 16 12 -9 10 11 -7 -8 15 -15 -11 -2 -12 20 -20 -1 -3 right_child=1 2 -4 4 -6 9 7 8 -10 13 17 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 leaf_value=-0.1541172849214994 0.254183338549402 -0.1215783425300352 -1.4579561324119568 1.3684045068679316 -0.4931401954378401 0.12044385443605034 -0.16734347290032869 -0.32760734075155012 -1.730180775642395 -0.00090413987403245165 -0.44262489446004233 1.0325556195188652 -0.015236662694474894 0.52865817074086729 0.047733532399003568 0.92283024267852309 0.72109099053047798 -1.0795887406667073 -0.4355363896797444 -0.27331051692628022 -0.033124694108963008 -0.24377170909534801 leaf_weight=52 72 31 20 31 21 2222 1222 78 20 73122 30 44 24349 253 1580 40 74 24 116 114 60 33 leaf_count=52 72 31 20 31 21 2222 1222 78 20 73122 30 44 24349 253 1580 40 74 24 116 114 60 33 internal_value=0 -0.00111465 -0.487768 -0.000718571 0.616627 -0.00102985 -0.0219095 -0.0248247 -0.613847 0.00594379 0.117541 0.138155 -0.022577 0.00247629 0.117258 -0.000399105 0.459371 -0.72572 -0.260458 -0.340332 -0.0819802 -0.184584 internal_weight=0 103266 84 103182 52 103130 25815 25669 98 77315 2320 2266 25571 74995 1833 73162 146 54 342 230 112 64 internal_count=103608 103266 84 103182 52 103130 25815 25669 98 77315 2320 2266 25571 74995 1833 73162 146 54 342 230 112 64 cat_boundaries=0 4 5 9 14 19 24 25 cat_threshold=0 0 0 1179648 2184 1073741824 0 0 2097152 1048576 536887296 4104 296 2147500080 32768 536887296 8 65824 2148024368 0 128 512 0 8196 688 is_linear=0 shrinkage=0.01 Tree=378 num_leaves=22 num_cat=4 split_feature=25 16 7 25 3 24 1 9 9 8 1 8 15 3 9 12 6 24 26 26 7 split_gain=231252 243128 189801 147820 270306 163994 247417 227561 162600 395840 392232 173422 576059 172043 135255 123834 60779.7 39603.7 14830.2 3996.91 2710.22 threshold=0 1079.5035000000003 1092.2834 1 1077.3535000000002 2 470.21364 551.9285000000001 422.48500000000007 151.1985 334.96500000000003 483.25025000000005 329.63975000000011 52.789999999999999 43.391880000000008 1040.4400000000003 23.528376500000004 3 2022.5000000000002 2022.5000000000002 1449.0631000000001 decision_type=9 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=17 2 3 4 5 6 -2 -7 11 10 -10 15 -13 -11 16 -5 20 19 -19 -1 -4 right_child=1 -3 14 8 -6 7 -8 -9 9 13 -12 12 -14 -15 -16 -17 -18 18 -20 -21 -22 leaf_value=-0.15257611128000112 0.11471411017581268 0.80937059247815935 0.045013852357864384 -0.0037674467475465631 -1.1063966331481934 -0.0004142366580037407 1.0013426497578621 0.90570663588387634 -0.10490526780897742 -0.28922682745414868 1.3708531922101974 0.11723145986386868 1.8922652204036712 -1.0503565202220795 -1.1958651605844497 0.57486323176203546 -0.70739068078994749 -0.43118102895802468 -0.27057741114967748 -0.032793442130088807 -0.11415468319602635 leaf_weight=52 1913 37 20 97833 20 2730 32 28 181 57 20 213 20 62 20 37 20 116 114 60 23 leaf_count=52 1913 37 20 97833 20 2730 32 28 181 57 20 213 20 62 20 37 20 116 114 60 23 internal_value=0 -0.00110312 -0.00139372 -0.00100907 0.0535796 0.0586264 0.12864 0.00875322 -0.00363368 -0.228684 0.0419364 -0.00289996 0.269595 -0.685782 -0.479402 -0.00354869 -0.251954 -0.257853 -0.336928 -0.0811604 -0.0401228 internal_weight=0 103266 103229 103146 4723 4703 1945 2758 98423 320 201 98103 233 119 83 97870 63 342 230 112 43 internal_count=103608 103266 103229 103146 4723 4703 1945 2758 98423 320 201 98103 233 119 83 97870 63 342 230 112 43 cat_boundaries=0 4 9 10 11 cat_threshold=0 0 0 1179648 1074790528 536920192 4104 2097194 2147501056 1051 688 is_linear=0 shrinkage=0.01 Tree=379 num_leaves=20 num_cat=6 split_feature=25 7 2 12 12 24 25 25 25 3 1 5 6 0 0 10 3 24 7 split_gain=226650 191406 240471 190990 424879 147185 355557 329722 290557 383023 349065 298401 349560 263288 226616 113613 51715.7 38815.6 2302.1 threshold=0 1092.2834 74.884000000000015 1040.4400000000003 1362.4500000000003 1 2 3 4 471.50829000000004 470.21364 1062.3775000000003 8.3370000000000015 658.11750000000018 1077.3535000000002 671.22124000000008 888.10000000000014 5 1449.0631000000001 decision_type=9 2 2 2 2 1 9 9 9 2 2 2 2 2 2 2 2 1 2 left_child=17 3 18 5 -5 6 -2 13 9 10 -7 14 -13 -8 -10 -9 -11 -1 -3 right_child=1 2 -4 4 -6 8 7 15 11 16 -12 12 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.080348762469213519 0.45435989670264415 -0.11726986977361864 -1.4353706149011851 1.3491643558009978 -0.49306493123372397 0.1187392323822266 -0.12962747173917497 -0.013358922635265252 0.0024083463709197229 -0.43917584149042765 1.0182051199945537 0.13614154461451938 1.7934111785888671 -0.8791750689347585 -0.63972283016551623 -0.7165293254023013 -1.0619663254419964 -0.33355914759635924 -0.23727892413283841 leaf_weight=112 146 31 20 31 21 2222 1979 23619 74885 30 44 35 20 48 55 23 24 230 33 leaf_count=112 146 31 20 31 21 2222 1979 23619 74885 30 44 35 20 48 55 23 24 230 33 internal_value=0 -0.00109209 -0.47825 -0.00070374 0.605187 -0.00100924 -0.0216789 -0.0245624 0.00589427 0.11587 0.136205 0.00247713 0.738785 -0.146653 0.00193707 -0.0140371 -0.715972 -0.255275 -0.17915 internal_weight=0 103266 84 103182 52 103130 25815 25669 77315 2320 2266 74995 55 2027 74940 23642 54 342 64 internal_count=103608 103266 84 103182 52 103130 25815 25669 77315 2320 2266 74995 55 2027 74940 23642 54 342 64 cat_boundaries=0 4 5 9 14 19 20 cat_threshold=0 0 0 1179648 2184 1073741824 0 0 2097152 1081344 536887296 520 65824 2148024368 1048576 536887296 4104 296 2147500080 688 is_linear=0 shrinkage=0.01 Tree=380 num_leaves=35 num_cat=6 split_feature=13 0 0 7 5 13 5 25 24 25 24 10 5 3 24 1 5 1 24 13 11 5 10 26 1 15 14 11 10 0 1 4 13 26 split_gain=208603 392746 287229 527284 244585 179773 703687 159884 200244 150834 984753 166221 731846 133118 129589 223870 199323 115542 108099 87651.1 79587.5 76623.1 189185 49409.6 38063.3 35972.3 31894.2 23801.4 10342.1 5725.35 4672.29 4543.2 2304.21 692.58 threshold=419.83380000000005 538.27200000000016 883.10000000000014 301.53500000000008 15.581850000000001 280.30300000000005 240.04000000000002 0 1 2 3 897.08550000000014 65.306500000000014 51.871000000000009 4 39.390091500000004 368.28750000000008 38.038500000000006 5 393.36000000000007 245.62500000000003 65.306500000000014 173.15041250000004 2022.5000000000002 8.3602500000000024 25.974 14.897000000000002 23.808000000000003 2.9550000000000005 1438.4900000000002 365.42300000000006 54.009400000000007 544.68750000000011 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 1 9 1 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 14 5 4 13 7 19 8 23 10 33 17 -13 24 15 26 20 -11 -12 21 25 22 -7 -1 29 28 32 -25 -16 -4 31 -10 -2 -9 right_child=1 -3 3 -5 -6 6 -8 9 30 11 18 12 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 leaf_value=0.15929411050045128 0.025893964767456056 -1.6186612873077395 0.30592312812805178 1.9421198809146882 -0.64868651496039487 0.10287739336987337 1.9423422589509383 0.97553608197432296 -0.35651631943917161 -0.0028678987562186097 0.043807730717624692 -0.17532713850339252 2.1014926565587522 1.1504390277862551 -0.16617187100487787 0.87025509780850907 -1.170231576538086 0.043016155640309826 -0.36098708097485527 -0.44848420308186454 0.32277614752451578 -0.35975764129472815 1.0929256940924603 -0.057522648161491462 -0.12292657852172852 -0.66360872102820356 -0.50634653663635254 -0.43178179216384893 -0.40895068956458047 0.5039869350194931 -0.51427225341796878 -0.5142812949568033 -0.10357980183192662 0.92881807388797888 leaf_weight=132 27 20 54 20 27 120 23 65 209 96212 129 48 20 20 74 29 25 5820 128 26 24 23 23 113 21 23 20 20 23 20 25 20 28 62 leaf_count=132 27 20 54 20 27 120 23 65 209 96212 129 48 20 20 74 29 25 5820 128 26 24 23 23 113 21 23 20 20 23 20 25 20 28 62 internal_value=0 -0.266002 0.00120066 0.421943 0.207834 0.00054031 0.289402 -6.2636e-05 -0.173465 0.000832356 0.196116 7.87572e-05 0.494326 0.40893 -0.166906 0.11324 -0.326675 -0.00025063 -0.163771 0.0913936 -0.202909 0.175953 0.262116 0.0214223 0.252822 -0.308047 -0.164374 -0.113802 -0.223738 0.359454 -0.369903 -0.370295 -0.04002 0.883187 internal_weight=0 293 103380 162 142 103218 215 103003 519 102484 384 102100 68 115 273 104 169 102032 257 192 144 166 143 265 95 120 75 133 97 74 254 229 55 127 internal_count=103673 293 103380 162 142 103218 215 103003 519 102484 384 102100 68 115 273 104 169 102032 257 192 144 166 143 265 95 120 75 133 97 74 254 229 55 127 cat_boundaries=0 4 5 10 11 12 13 cat_threshold=0 536870912 0 266 3219 1073741824 0 4096 0 2147483680 1292 1668 2115 is_linear=0 shrinkage=0.01 Tree=381 num_leaves=22 num_cat=3 split_feature=16 13 18 25 24 2 5 25 2 2 2 14 6 2 6 1 6 14 5 13 26 split_gain=241185 198409 282468 192127 160484 307285 184693 149699 670238 936538 322076 239072 200000 533902 195252 146040 137499 105568 45702.6 18006.8 207.765 threshold=1079.5035000000003 393.36000000000007 437.18000000000001 0 1 23.455000000000002 518.47500000000002 2 1054.5000000000002 1432.0500000000002 1054.5000000000002 766.49265000000003 199.14240000000004 100.79320000000003 1424.6500000000003 1083.8250000000003 422.87500000000006 264.3250000000001 53.216750000000005 515.82800000000009 2022.5000000000002 decision_type=2 2 2 9 1 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 20 5 18 16 8 11 -10 12 14 15 -14 -5 -9 17 -6 19 -3 -1 right_child=-2 2 -4 7 6 -7 -8 10 9 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.39595006191369259 0.77679714393615729 0.17891638418038686 -1.4005221428871155 0.020809342994097934 -0.22402134851247321 1.028034916180989 -1.2409504209245954 -0.0056131060112126884 2.7277445585077458 0.011352317810058594 -0.83263593663560587 0.83769010696146229 0.040999994340114893 0.82058686020239346 1.0094316182136536 -0.59543116319747202 0.53201711082458492 -0.91662815588491942 -0.57525585537865054 -0.1788396734349868 0.42177521172216381 leaf_weight=66 40 24 20 17507 119 29 21 84870 22 30 47 36 513 106 20 42 20 27 21 34 59 leaf_count=66 40 24 20 17507 119 29 21 84870 22 30 47 36 513 106 20 42 20 27 21 34 59 internal_value=0 0.000141079 -0.250449 0.000905089 -0.172478 0.135136 -0.339224 0.000411756 0.0269507 1.1606 -0.00505341 0.0236096 -0.00459924 0.1745 0.0219375 -0.00590485 -0.245585 -0.352106 -0.175531 -0.0308027 0.377907 internal_weight=0 103633 315 103318 295 108 187 103193 17615 52 85578 17563 85531 619 17527 84912 166 146 79 58 125 internal_count=103673 103633 315 103318 295 108 187 103193 17615 52 85578 17563 85531 619 17527 84912 166 146 79 58 125 cat_boundaries=0 5 6 12 cat_threshold=0 0 0 0 2147483680 1668 1678803712 2151727266 285216800 107159584 0 512 is_linear=0 shrinkage=0.01 Tree=382 num_leaves=20 num_cat=2 split_feature=16 11 5 25 16 25 2 5 0 0 10 3 17 9 0 11 14 11 26 split_gain=236385 197303 213542 194025 149130 164305 560248 920314 262136 200322 189274 129083 103243 250194 55310.2 37926.9 36515.8 14230.6 448.427 threshold=1079.5035000000003 671.11374000000012 217.92150000000004 0 467.87400000000008 1 1054.5000000000002 0.79350000000000021 1438.4900000000002 438.09750000000008 897.08550000000014 211.376 29.436709500000003 36.812500000000007 11.827700000000002 1085.9700000000003 45.945048000000007 796.68750000000011 2022.5000000000002 decision_type=2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 12 18 5 6 9 -8 10 -5 -7 14 13 15 16 17 -6 -3 -1 right_child=-2 2 -4 4 11 8 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.3919905414003314 0.76902920579910272 -0.3797304681085405 -1.268332928148183 0.020868968037584725 -0.18819161576137208 -0.0051702102934062504 2.046696280451382 -0.65670452880859376 -1.1498313083648684 0.28280050242187998 0.68287558364868162 -1.0757410455942154 -0.86801152741909027 0.75188472703651144 -0.54017000731299902 -0.60452989244461064 0.29960723377409437 -0.04258122364825178 0.4299310225147312 leaf_weight=66 40 21 22 17272 57 85537 34 20 20 297 40 20 20 27 34 35 21 31 59 leaf_count=66 40 21 22 17272 57 85537 34 20 20 297 40 20 20 27 34 35 21 31 59 internal_value=0 0.000139668 -0.355228 0.000675414 0.000180458 0.000610039 0.0284066 1.04544 -0.00511554 0.0252969 -0.00484861 -0.335726 -0.205315 -0.0890528 -0.20358 -0.350033 -0.0568612 -0.178738 0.379536 internal_weight=0 103633 156 103477 103352 103220 17623 54 85597 17569 85577 132 134 114 112 87 78 52 125 internal_count=103673 103633 156 103477 103352 103220 17623 54 85597 17569 85577 132 134 114 112 87 78 52 125 cat_boundaries=0 5 11 cat_threshold=0 0 0 0 2147483680 1678803712 2151727266 285216800 107159584 0 512 is_linear=0 shrinkage=0.01 Tree=383 num_leaves=23 num_cat=4 split_feature=16 11 12 0 25 25 24 16 6 1 0 11 1 1 7 25 8 2 11 1 26 26 split_gain=231681 193377 205241 207641 190164 148514 180439 140269 162150 306001 177305 109947 87493.9 73207.1 95100.7 71677 64346 61039.2 13673 12919.8 439.503 229.704 threshold=1079.5035000000003 671.11374000000012 213.02345 156.17100000000002 0 1 2 467.87400000000008 53.40420000000001 543.52500000000009 438.09750000000008 157.50375000000003 40.059500000000007 72.095000000000013 32.041442500000009 3 233.69980000000001 25.999000000000002 901.21050000000014 18.067500000000003 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 9 9 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 4 13 -4 20 6 16 8 10 -10 -7 12 -9 14 18 21 17 -6 -3 -17 -1 -8 right_child=-2 2 3 -5 5 7 15 11 9 -11 -12 -13 -14 -15 -16 19 -18 -19 -20 -21 -22 -23 leaf_value=0.38807062206846299 0.76133888339996336 -0.22975342288394185 -0.26465217581817085 -1.6883687667846681 0.085021344064229953 -0.0016770401927795678 -0.56926500932225643 -0.34150901968541897 0.052794226774430852 0.67050921190075752 0.20824603362248678 -0.89787585823624227 0.36243127916170204 0.41478975296020509 -0.84479614425273175 -0.21611991064250469 -0.53311235904693599 -0.43720025777816773 0.043004890620708468 0.0039918011228243511 0.42563171225079038 -0.54046489699133515 leaf_weight=66 40 34 21 20 332 98340 53 76 3643 82 404 27 23 20 21 240 20 24 40 30 59 58 leaf_count=66 40 34 21 20 332 98340 53 76 3643 82 404 27 23 20 21 240 20 24 40 30 59 58 internal_value=0 0.000138271 -0.351676 -0.959148 0.00066866 0.000178653 -0.138455 0.00121496 0.0016251 0.0663922 -0.000818163 -0.332233 -0.177967 -0.135099 -0.250865 -0.289686 0.0183213 0.0498154 -0.0823165 -0.184818 0.37574 -0.508413 internal_weight=0 103633 156 41 103477 103352 757 102595 102469 3725 98744 126 99 115 95 381 376 356 74 270 125 111 internal_count=103673 103633 156 41 103477 103352 757 102595 102469 3725 98744 126 99 115 95 381 376 356 74 270 125 111 cat_boundaries=0 5 9 10 12 cat_threshold=0 0 0 0 2147483680 0 536870912 2 134217994 3715 0 536870912 is_linear=0 shrinkage=0.01 Tree=384 num_leaves=24 num_cat=5 split_feature=16 11 5 25 25 24 16 6 10 0 7 10 3 25 8 2 0 2 24 11 11 26 26 split_gain=227071 189529 207254 186380 145558 176849 137478 158923 533078 173777 128106 242504 127355 70590.6 63065.5 59824.5 58125.2 52693 13483.1 7386.14 13512.5 535.277 430.756 threshold=1079.5035000000003 671.11374000000012 217.92150000000004 0 1 2 467.87400000000008 53.40420000000001 897.08550000000014 438.09750000000008 26.311000000000003 39.500500000000009 211.376 3 233.69980000000001 25.999000000000002 11.827700000000002 50.651000000000003 4 1085.9700000000003 796.68750000000011 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 9 1 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 left_child=1 3 10 22 5 14 7 9 -9 -6 11 19 16 18 15 -5 -8 -12 -7 20 -3 -15 -1 right_child=-2 2 -4 4 6 13 12 8 -10 -11 17 -13 -14 21 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.3841899756229285 0.75372547483444208 -0.37743410099297764 -1.2477199700745669 0.08417113803237318 -0.0016602698511005184 -0.059299543441857318 -0.029896918502118855 0.05589497575682361 1.5210641784667969 0.20616357450290484 -0.28659588776528838 0.98257284522056587 -1.0608247574567795 -0.5017848096575056 -0.52778123855590819 -0.4328282527128855 -0.53158021309796499 -0.99580580624667081 -0.23263235147037203 -0.39290721654891969 -0.028703824555873871 -0.46484889173507687 0.42137539459487139 leaf_weight=66 40 20 22 332 98340 108 72 3700 25 404 20 20 20 77 20 24 34 22 116 27 25 80 59 leaf_count=66 40 20 22 332 98340 108 72 3700 25 404 20 20 20 77 20 24 34 22 116 27 25 80 59 internal_value=0 0.000136889 -0.348159 0.000661973 0.000176867 -0.13707 0.00120281 0.00160885 0.0657283 -0.000809982 -0.20047 0.00844222 -0.328911 -0.286789 0.0181381 0.0493172 -0.190814 -0.658087 -0.155167 -0.26215 -0.183695 -0.454044 0.371983 internal_weight=0 103633 156 103477 103352 757 102595 102469 3725 98744 134 92 126 381 376 356 106 42 224 72 45 157 125 internal_count=103673 103633 156 103477 103352 757 102595 102469 3725 98744 134 92 126 381 376 356 106 42 224 72 45 157 125 cat_boundaries=0 5 9 10 14 15 cat_threshold=0 0 0 0 2147483680 0 536870912 2 134217994 3715 0 0 2 2 112 is_linear=0 shrinkage=0.01 Tree=385 num_leaves=15 num_cat=1 split_feature=5 6 3 12 12 1 24 9 2 10 2 12 3 5 split_gain=255581 1.11957e+06 211994 172675 209703 161760 653454 396535 308341 326076 200548 170901 60920.1 15608.2 threshold=1062.3775000000003 276.21600000000007 1439.8675000000001 1362.4500000000003 1040.4400000000003 470.21364 0 151.12275000000002 654.54975000000002 228.79300000000003 466.65428000000003 307.63250000000005 24.205578500000001 1424.6500000000003 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=2 12 3 4 5 8 7 -7 10 -10 -1 -8 13 -2 right_child=1 -3 -4 -5 -6 6 11 -9 9 -11 -12 -13 -14 -15 leaf_value=-6.1996764381800349e-05 -0.47718748955499557 2.5557431357247489 0.67235738437226478 -0.7709324208621321 0.85105975282603297 0.39323149332121099 -0.24145127712733425 1.4835010518097296 -0.24357584245464345 -1.5032084000628927 0.33778840506618674 0.66090998006903601 0.38382369875907901 -0.11653771196092878 leaf_weight=102632 21 21 47 29 29 179 240 41 193 23 176 23 20 28 leaf_count=102632 21 21 47 29 29 179 240 41 193 23 176 23 20 28 internal_value=0 0.534034 0.000906199 0.00060148 0.000817583 0.000579367 0.183157 0.570487 -0.000276596 -0.377703 0.000516379 -0.156584 -0.0812684 -0.271102 internal_weight=0 90 103612 103565 103536 103507 483 220 103024 216 102808 263 69 49 internal_count=103702 90 103612 103565 103536 103507 483 220 103024 216 102808 263 69 49 cat_boundaries=0 1 cat_threshold=1379 is_linear=0 shrinkage=0.01 Tree=386 num_leaves=23 num_cat=2 split_feature=5 6 18 6 1 2 24 2 2 2 5 5 2 4 7 25 12 9 1 4 5 18 split_gain=250495 1.09729e+06 203182 220234 210185 690626 526325 328245 794029 324340 276117 258112 252840 193094 314061 143345 122499 116525 46408.1 27262.4 20733.1 7537.38 threshold=1062.3775000000003 276.21600000000007 527.79000000000008 124.18500000000002 470.21364 408.041 0 214.51943450000005 64.425500000000014 654.54975000000002 123.21700000000001 339.03750000000008 590.51250000000016 392.81250000000006 228.51250000000002 1 1040.4400000000003 53.557967000000005 891.44875000000013 76.322500000000005 6.9837990000000012 756.12500000000011 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=2 19 4 20 9 6 10 8 -8 12 18 -7 15 14 17 -1 -17 -11 -6 -2 21 -4 right_child=1 -3 3 -5 5 11 7 -9 -10 13 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 leaf_value=0.3616573654521596 -0.20744705852197143 2.5301856231689452 -0.13715005441145464 -1.2633797668457032 -0.25549661791002432 1.6933636381751611 0.31877878419960604 -0.64581212692260748 2.270957605044047 -0.32663608036789243 -1.0669938614493923 0.44065349504865453 0.81671307363008194 -1.2311237102746964 0.8745461027962822 0.00024304004609634108 0.51640293923409086 -1.1382909107208252 0.074756598403488375 0.23067307376861571 0.097271351337432851 -0.37759788617491724 leaf_weight=100 49 21 22 25 111 38 158 25 24 153 38 29 38 24 21 102619 46 20 69 20 20 32 leaf_count=100 49 21 22 25 111 38 158 25 24 153 38 29 38 24 21 102619 46 20 69 20 20 32 internal_value=0 0.528694 0.000897137 -0.451914 0.00133021 0.207528 0.0587695 0.40887 0.576209 0.000345462 -0.279595 1.15115 0.00116254 -0.384966 -0.280287 0.000860968 0.000474264 -0.420469 -0.1289 -0.0804557 -0.17777 -0.279638 internal_weight=0 90 103612 99 103513 492 425 207 182 103021 218 67 102803 218 194 102765 102665 173 180 69 74 54 internal_count=103702 90 103612 99 103513 492 425 207 182 103021 218 67 102803 218 194 102765 102665 173 180 69 74 54 cat_boundaries=0 1 6 cat_threshold=2732 0 0 4096 134217728 32 is_linear=0 shrinkage=0.01 Tree=387 num_leaves=16 num_cat=1 split_feature=5 6 3 18 6 12 12 25 0 0 3 4 5 5 18 split_gain=245510 1.07545e+06 207673 198871 215851 168481 240117 174347 230761 227946 59412.6 34408.6 20320.6 15396.1 7387.39 threshold=1062.3775000000003 276.21600000000007 1439.8675000000001 527.79000000000008 124.18500000000002 1362.4500000000003 1040.4400000000003 0 1438.4900000000002 883.10000000000014 24.205578500000001 7.8873450000000007 6.9837990000000012 1424.6500000000003 756.12500000000011 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=2 10 3 5 12 6 7 9 -9 -1 13 -4 14 -2 -5 right_child=1 -3 11 4 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.056845118891851114 -0.47180154255458284 2.5048838079543341 0.89833288192749028 -0.13577855684540488 -1.2507459720611573 -0.77458509445190427 0.92714677912848331 -0.0013436140967564923 -0.83771021467266671 0.68838659212507058 0.37965026021003723 0.35108332183957103 0.096298638343811027 -0.113610805783953 -0.37382191047072411 leaf_weight=3907 21 21 27 22 25 28 28 99412 33 58 20 20 20 28 32 leaf_count=3907 21 21 27 22 25 28 28 99412 33 58 20 20 20 28 32 internal_value=0 0.523407 0.000888515 0.000586918 -0.447395 0.00101556 0.00122551 0.000974804 -0.00162099 0.0659171 -0.0796512 0.665461 -0.175993 -0.267121 -0.276841 internal_weight=0 90 103612 103565 99 103466 103438 103410 99445 3965 69 47 74 49 54 internal_count=103702 90 103612 103565 99 103466 103438 103410 99445 3965 69 47 74 49 54 cat_boundaries=0 6 cat_threshold=1073774592 536887296 4096 134349096 1064992 128 is_linear=0 shrinkage=0.01 Tree=388 num_leaves=16 num_cat=0 split_feature=5 1 4 3 18 13 12 12 1 9 2 5 5 4 14 split_gain=240624 532134 495164 203540 194914 179142 165129 235339 216040 791880 286142 126918 50843.6 33723.8 29983.8 threshold=1062.3775000000003 50.713000000000008 62.558000000000007 1439.8675000000001 527.79000000000008 264.75500000000005 1362.4500000000003 1040.4400000000003 470.21364 551.9285000000001 654.54975000000002 1424.6500000000003 27.932000000000006 7.8873450000000007 31.932607500000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 11 4 6 12 7 8 10 -10 -1 -2 14 -5 -6 right_child=1 -3 -4 13 5 -7 -8 -9 9 -11 -12 -13 -14 -15 -16 leaf_value=0.00074494403724059948 1.0069352431297303 -0.72169669876098641 2.3042555789947512 0.88934954307697445 -0.20900645011349728 -1.2883557677268982 -0.76683926181069439 0.91787536757332944 0.1216101238174286 2.0236519490117613 -0.36445040216002356 -0.061833399581909178 0.20684123229980469 0.34757248832285409 -0.67984043075924827 leaf_weight=102719 20 25 20 27 38 20 28 28 453 23 215 25 20 20 21 leaf_count=102719 20 25 20 27 38 20 28 28 453 23 215 25 20 20 21 internal_value=0 0.518173 0.995046 0.000879629 0.000581048 -0.442921 0.00100541 0.00121326 0.000965056 0.213516 -1.78457e-05 0.413175 -0.228887 0.658806 -0.376591 internal_weight=0 90 65 103612 103565 99 103466 103438 103410 476 102934 45 79 47 59 internal_count=103702 90 65 103612 103565 99 103466 103438 103410 476 102934 45 79 47 59 is_linear=0 shrinkage=0.01 Tree=389 num_leaves=23 num_cat=2 split_feature=5 6 18 6 1 2 24 2 2 2 0 7 5 5 2 25 12 0 6 4 5 18 split_gain=235836 1.05144e+06 191292 210593 200852 673340 515087 322671 777219 312117 364793 360153 271222 253635 247201 140047 119364 53809 52276 25671.3 19650.9 7255.68 threshold=1062.3775000000003 276.21600000000007 527.79000000000008 124.18500000000002 470.21364 408.041 0 214.51943450000005 64.425500000000014 654.54975000000002 297.71250000000003 120.13000000000001 123.21700000000001 339.03750000000008 590.51250000000016 1 1040.4400000000003 272.97600000000006 78.344250000000002 76.322500000000005 6.9837990000000012 756.12500000000011 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=2 19 4 20 9 6 12 8 -8 14 11 18 17 -7 15 -1 -17 -6 -11 -2 21 -4 right_child=1 -3 3 -5 5 13 7 -9 -10 10 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 leaf_value=0.35745388325777927 -0.20652623293351155 2.4722211347307481 -0.12978878779844805 -1.2319986553192139 -0.2202945212438597 1.6720872557790656 0.31347460985749581 -0.64343563079833987 2.2448788640896478 -0.29909625925286842 -1.3292754554748536 0.94051316181818656 -1.0591063898488096 0.43028790946407569 0.80753454810694647 0.00022127856179426889 0.50973335801259334 0.19938900849758048 -0.81430955969769014 0.21861740493774412 0.097352225780487064 -0.36570053637027738 leaf_weight=100 49 21 22 25 141 38 158 25 24 137 34 24 38 29 38 102619 46 39 23 20 20 32 leaf_count=100 49 21 22 25 141 38 158 25 24 137 34 24 38 29 38 102619 46 39 23 20 20 32 internal_value=0 0.512991 0.000870833 -0.438492 0.00129104 0.202859 0.0559736 0.402397 0.568165 0.000328409 -0.377653 -0.20181 -0.278646 1.13459 0.00112994 0.000831753 0.000449526 -0.129363 -0.373158 -0.0832962 -0.170415 -0.269588 internal_weight=0 90 103612 99 103513 492 425 207 182 103021 218 184 218 67 102803 102765 102665 180 160 69 74 54 internal_count=103702 90 103612 99 103513 492 425 207 182 103021 218 184 218 67 102803 102765 102665 180 160 69 74 54 cat_boundaries=0 1 6 cat_threshold=2732 0 0 4096 134217728 32 is_linear=0 shrinkage=0.01 Tree=390 num_leaves=21 num_cat=3 split_feature=25 24 18 0 2 14 2 24 2 6 3 6 1 0 0 9 26 26 26 3 split_gain=248429 274790 246167 314919 1.52165e+06 312574 511190 264511 241050 234906 171268 446209 414981 161162 306437 81025.2 71272.5 14736.9 5487.76 2777.78 threshold=0 1 756.12500000000011 507.61050000000006 873.74500000000012 54.026500000000006 590.51250000000016 2 1432.0500000000002 13.029000000000002 76.615000000000009 884.13250000000005 765.46000000000015 468.26850000000007 438.09750000000008 48.215500000000006 2022.5000000000002 2022.5000000000002 2022.5000000000002 7.8873450000000007 decision_type=9 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 3 8 5 6 7 -5 10 -4 13 12 -12 14 -2 -7 -1 -15 -3 -10 right_child=2 18 9 4 -6 15 -8 -9 19 -11 11 -13 -14 17 -16 -17 -18 -19 -20 -21 leaf_value=0.45576575095193428 -0.0025605267015674673 -0.43782444450425806 -0.12635505978266398 0.550464265325048 2.8894434247698104 -0.19874806896499966 1.6742289501687757 -0.027270462787438096 -0.69324229717254637 -1.5053462909516833 0.047208141558994984 1.3279206618028028 1.0476924619220551 -0.73502285150381241 0.85179334992454159 -1.0211739258944987 -0.076608918507893878 -0.39138901909192408 -0.35459978837233325 -0.85990894949436181 leaf_weight=57 99207 161 30 101 21 23 23 281 20 21 3212 28 42 26 42 25 45 24 156 20 leaf_count=57 99207 161 30 101 21 23 23 281 20 21 3212 28 42 26 42 25 45 24 156 20 internal_value=0 -0.240737 0.000405711 0.000749352 0.257913 0.135922 0.226353 0.139178 -0.000438472 -0.694175 -0.000135828 0.0709377 0.0601216 -0.00248493 -0.00219898 -0.627095 0.201172 -0.570079 -0.384732 -0.776576 internal_weight=0 419 103146 103095 474 453 405 382 102621 51 102581 3282 3254 99299 99249 48 102 50 317 40 internal_count=103565 419 103146 103095 474 453 405 382 102621 51 102581 3282 3254 99299 99249 48 102 50 317 40 cat_boundaries=0 5 6 7 cat_threshold=1073741824 0 4096 4194568 2147483648 2305 2306 is_linear=0 shrinkage=0.01 Tree=391 num_leaves=19 num_cat=4 split_feature=25 24 11 18 6 1 24 9 26 25 11 11 16 9 0 5 26 26 split_gain=243486 269322 261669 233249 235583 168785 616802 1.70219e+06 294305 351327 276652 209170 161733 176820 188526 168484 69854.2 5378.55 threshold=0 1 1429.7025000000001 756.12500000000011 13.029000000000002 205.81150000000002 2 361.71125000000001 2022.5000000000002 3 136.11500000000004 236.36250000000004 1079.5035000000003 361.71125000000001 594.30750000000012 518.47500000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 left_child=1 16 3 5 -5 12 7 10 9 -8 -7 -10 13 14 -2 -15 -1 -3 right_child=2 17 -4 4 -6 6 8 -9 11 -11 -12 -13 -14 15 -16 -17 -18 -19 leaf_value=0.45120809839482895 -0.0011654078254898685 -0.43344619899062636 0.95016736729391693 -0.089153361831392566 -1.4902928188868934 0.30429577489734927 0.53822982554776333 2.4701836554209389 -0.32132170286645717 -0.048757169754474194 -0.41551493231455489 0.33193289753049615 0.73302329762776697 -0.15401134985249218 0.27943975641330082 -0.94561755057038943 -0.075842823452419703 -0.35105379185615443 leaf_weight=57 100865 161 29 28 21 485 130 36 393 375 60 56 30 369 240 29 45 156 leaf_count=57 100865 161 29 28 21 485 130 36 393 375 60 56 30 369 240 29 45 156 internal_value=0 -0.238329 0.000402161 0.000135094 -0.689642 0.000463024 0.10454 0.358002 -0.0530192 0.112041 0.225051 -0.239847 -0.00111043 -0.00132741 -0.000499316 -0.211691 0.19916 -0.380884 internal_weight=0 419 103146 103117 49 103068 1535 581 954 505 545 449 101533 101503 101105 398 102 317 internal_count=103565 419 103146 103117 49 103068 1535 581 954 505 545 449 101533 101503 101105 398 102 317 cat_boundaries=0 5 6 7 11 cat_threshold=1073741824 0 4096 4194568 2147483648 2305 327 32768 0 0 33554432 is_linear=0 shrinkage=0.01 Tree=392 num_leaves=20 num_cat=5 split_feature=25 24 11 18 6 1 24 25 2 0 26 25 11 16 3 2 26 26 26 split_gain=238642 263962 256462 228608 230895 165527 604375 347211 943135 311303 288609 344805 205007 158515 353924 159049 68464.1 5271.52 4312.32 threshold=0 1 1429.7025000000001 756.12500000000011 13.029000000000002 205.81150000000002 2 3 132.27250000000004 6.6497500000000009 2022.5000000000002 4 236.36250000000004 1079.5035000000003 1077.3535000000002 1054.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 1 9 2 2 2 9 2 2 2 2 2 2 2 left_child=1 16 3 5 -5 13 7 8 -7 -9 11 -8 -12 14 15 -2 -1 -3 -16 right_child=2 17 -4 4 -6 6 10 9 -10 -11 12 -13 -14 -15 18 -17 -18 -19 -20 leaf_value=0.4466960097195809 -0.00050546189321772929 -0.42911173823457327 0.9406657616845493 -0.088261820077896125 -1.4753898784092494 0.3744533516412758 0.53323197458471572 0.010317852079433247 2.4693272861941109 0.53305726114908858 -0.31810848716561124 -0.048282261083652446 0.32861355713967771 0.72569300715128582 -0.61599330091476445 -0.4991748753655702 -0.075084397845798068 -0.34754325374578821 -0.77376604684969286 leaf_weight=57 101368 161 29 28 21 83 130 274 29 195 393 375 56 30 30 64 45 156 41 leaf_count=57 101368 161 29 28 21 83 130 274 29 195 393 375 56 30 30 64 45 156 41 internal_value=0 -0.235946 0.000398614 0.000134218 -0.682745 0.000458868 0.103526 0.354422 0.841722 0.222909 -0.0524382 0.111017 -0.237448 -0.00109933 -0.00131414 -0.000820105 0.197169 -0.377076 -0.707102 internal_weight=0 419 103146 103117 49 103068 1535 581 112 469 954 505 449 101533 101503 101432 102 317 71 internal_count=103565 419 103146 103117 49 103068 1535 581 112 469 954 505 449 101533 101503 101432 102 317 71 cat_boundaries=0 5 6 7 10 14 cat_threshold=1073741824 0 4096 4194568 2147483648 2305 327 1048576 16384 520 32768 0 0 33554432 is_linear=0 shrinkage=0.01 Tree=393 num_leaves=25 num_cat=4 split_feature=25 24 0 14 16 5 25 4 24 14 1 0 0 26 13 22 1 4 10 10 14 26 7 26 split_gain=233894 258709 219549 859399 2.51542e+06 224544 419416 562955 199138 187918 611931 190006 234958 689291 152674 150633 138647 156673 135518 99414.6 96725.4 67101.6 11123.5 5166.62 threshold=0 1 507.61050000000006 54.026500000000006 0.94329900000000022 15.581850000000001 2 35.830500000000008 3 766.49265000000003 56.343250000000005 468.26850000000007 438.09750000000008 2022.5000000000002 307.63250000000005 550.81750000000011 334.96500000000003 119.56250000000001 897.08550000000014 36.122500000000009 1018.0250000000002 2022.5000000000002 18.144000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 21 9 4 5 6 7 -4 -8 11 19 12 15 -14 -5 18 17 -7 -2 20 -11 -1 -13 -3 right_child=2 23 3 14 -6 16 8 -9 -10 10 -12 22 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.4422290350261488 -0.0011533271197859375 -0.42482062111730157 1.2804003036312941 -0.48147093366831545 3.8306559973955157 -0.35151864542279926 0.32113718724883761 -0.30153396433399571 -0.276804067958485 -0.13225535259246826 1.9989272813796999 -0.64063003634297577 1.6929217675526937 -0.46913824558258055 -1.5244491142272949 -0.74785340980247217 -0.77592545390129086 0.75798641967773439 0.40553854314292354 -0.52576164898665056 0.80076594257354738 -0.074333559036254881 -0.35517234289646149 -0.34406782159438498 leaf_weight=57 102347 161 82 32 20 35 103 31 100 25 20 43 30 29 25 27 32 20 82 23 20 45 20 156 leaf_count=57 102347 161 82 32 20 35 103 31 100 25 20 43 30 29 25 27 32 20 82 23 20 45 20 156 internal_value=0 -0.233587 0.000395098 0.213765 0.369091 0.197301 0.321156 0.777604 0.0274181 -0.000602443 0.461306 -0.000998707 -0.000661316 0.630214 -0.938918 -0.00102461 -0.252564 0.0519377 -0.000827748 0.00906496 0.282421 0.195197 -0.550009 -0.373305 internal_weight=0 419 103146 480 423 403 316 113 203 102666 88 102578 102515 59 57 102456 87 55 102429 68 45 102 63 317 internal_count=103565 419 103146 480 423 403 316 113 203 102666 88 102578 102515 59 57 102456 87 55 102429 68 45 102 63 317 cat_boundaries=0 5 6 10 11 cat_threshold=1073741824 0 4096 4194568 2147483648 2305 1081344 0 512 33554432 3432 is_linear=0 shrinkage=0.01 Tree=394 num_leaves=14 num_cat=3 split_feature=18 11 4 25 24 8 12 12 2 25 26 26 26 split_gain=231755 303148 1.1463e+06 223007 255815 184091 142548 588365 151676 148918 62034.9 21842.8 5526.83 threshold=756.12500000000011 1085.9700000000003 3.2712500000000007 0 1 66.991890000000012 1362.4500000000003 1040.4400000000003 1432.0500000000002 2 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 1 2 2 2 2 9 2 2 2 left_child=1 3 -3 4 10 -2 7 8 9 -5 -1 -10 -6 right_child=5 2 -4 6 12 -7 -8 -9 11 -11 -12 -13 -14 leaf_value=0.43780675904792654 -0.19760885328054428 -0.26700128373503684 2.6651054348945618 0.046221111907763783 -0.42057241300618431 -1.4206124458312988 -0.75472204774301499 1.566032369931539 -0.33802782925692471 -0.0027793119620087587 -0.065284261703491206 -0.77006543165445329 -0.33677705614597769 leaf_weight=57 32 40 20 6619 161 20 25 24 22 96323 43 25 154 leaf_count=57 32 40 20 6619 161 20 25 24 22 96323 43 25 154 internal_value=0 -0.000232988 0.710368 -0.000645117 -0.229243 -0.667995 0.00029781 0.000481073 0.000116246 0.000375554 0.201343 -0.567835 -0.367926 internal_weight=0 103513 60 103453 415 52 103038 103013 102989 102942 100 47 315 internal_count=103565 103513 60 103453 415 52 103038 103013 102989 102942 100 47 315 cat_boundaries=0 5 6 11 cat_threshold=1073741824 0 4096 4194568 2147483648 2305 269516800 49154 8 68321282 48 is_linear=0 shrinkage=0.01 Tree=395 num_leaves=20 num_cat=1 split_feature=22 16 16 7 7 17 16 6 24 10 2 16 14 17 0 1 2 7 22 split_gain=253554 837187 183546 124288 217678 457011 259701 430836 232514 363847 186483 162510 130140 127369 107998 48770.6 51282.7 52144.5 38094.1 threshold=341.75500000000005 29.287239000000003 1079.5035000000003 769.5200000000001 419.53500000000003 125.05250000000002 362.00600000000003 141.18560000000005 0 143.50500000000002 128.13330350000004 348.30332000000004 233.68794 415.54000000000002 51.78475000000001 227.56250000000003 50.651000000000003 1449.0631000000001 524.87500000000011 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=2 18 3 4 6 8 11 13 9 -6 -10 14 15 -8 -1 16 17 -5 -2 right_child=1 -3 -4 12 5 -7 7 -9 10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.0025537524698168042 0.1388338752019973 2.3234766619205476 0.73446962861453791 0.0097029376408410452 0.10928925971652186 1.4019812721014022 -0.25057704715368645 -1.3637958176476617 0.037251931452751158 1.3066882798075676 -0.85046520294681671 0.79048121816836869 -1.0180702254885718 0.56219460725784298 0.044635883704303832 0.28473477363586425 -0.65007289447784433 -0.56568901130131322 -0.46349587031773165 leaf_weight=97743 21 20 34 63 86 32 156 35 100 36 31 26 21 22 5103 20 25 21 21 leaf_count=97743 21 20 34 63 86 32 156 35 100 36 31 26 21 22 5103 20 25 21 21 internal_value=0 0.639542 -0.000147803 -0.00038908 2.8318e-05 0.276013 -0.0007347 -0.349552 0.133599 0.427573 -0.160562 -1.24621e-05 -0.288032 -0.150122 -0.000212303 -0.169188 -0.252477 -0.134145 -0.162331 internal_weight=0 62 103554 103520 103370 285 103085 213 253 122 131 102872 150 178 102846 129 109 84 42 internal_count=103616 62 103554 103520 103370 285 103085 213 253 122 131 102872 150 178 102846 129 109 84 42 cat_boundaries=0 1 cat_threshold=2353 is_linear=0 shrinkage=0.01 Tree=396 num_leaves=18 num_cat=2 split_feature=22 16 16 25 0 14 14 24 19 0 8 3 0 8 0 19 22 split_gain=248509 820527 179893 175247 290034 245444 306012 247070 214648 150208 221677 513725 137835 124593 116885 102560 37336 threshold=341.75500000000005 29.287239000000003 1079.5035000000003 0 1438.4900000000002 766.49265000000003 27.690500000000004 1 119.68000000000002 658.11750000000018 5.6990000000000007 226.43500000000003 1438.4900000000002 1449.0631000000001 594.30750000000012 909.65338200000008 524.87500000000011 decision_type=2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=2 16 3 4 5 6 7 -1 -8 13 11 12 -11 14 15 -5 -2 right_child=1 -3 -4 9 -6 -7 8 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.04670157455802227 0.13744552930196127 2.3002418892383578 0.7271249709409825 -0.0026755190945710189 1.1847565719485282 0.86913284591726359 -0.35362855103985896 0.13203391760027317 0.50197765957225449 -0.18835605635821265 -0.99096230030059818 1.3752761201858521 -1.0130714904785156 0.733481559753418 0.56709149771266509 -0.71884689664840695 -0.45886090437571209 leaf_weight=1123 21 20 34 99311 23 37 263 2463 33 107 36 20 25 23 36 20 21 leaf_count=1123 21 20 34 99311 23 37 263 2463 33 107 36 20 25 23 36 20 21 internal_value=0 0.633147 -0.000146325 -0.000385189 0.0649229 0.0585164 0.0507903 0.0762987 -0.25824 -0.00297676 -0.285372 -0.118259 -0.344552 -0.0024429 -0.00261324 -0.00281972 -0.160708 internal_weight=0 62 103554 103520 3942 3919 3882 3586 296 99578 188 152 132 99390 99367 99331 42 internal_count=103616 62 103554 103520 3942 3919 3882 3586 296 99578 188 152 132 99390 99367 99331 42 cat_boundaries=0 6 7 cat_threshold=33024 536870912 4096 141689098 2147483680 257 2448 is_linear=0 shrinkage=0.01 Tree=397 num_leaves=21 num_cat=1 split_feature=22 16 16 25 0 14 14 8 19 5 0 0 11 3 8 4 0 22 5 5 split_gain=243563 804199 176313 171771 284261 240558 299988 239264 216747 162905 197293 101082 380623 476690 130847 563719 225788 36593.1 11627 761.024 threshold=341.75500000000005 29.287239000000003 1079.5035000000003 0 1438.4900000000002 766.49265000000003 39.015000000000008 361.43000000000006 119.68000000000002 883.10000000000014 130.34875000000002 658.11750000000018 198.78000000000003 191.74774500000004 220.81250000000003 200.45248750000005 594.30750000000012 524.87500000000011 1424.6500000000003 1062.3775000000003 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 17 3 4 5 6 7 -1 -8 11 18 14 13 -13 16 -16 -5 -2 19 -11 right_child=1 -3 -4 9 -6 -7 8 -9 -10 10 -12 12 -14 -15 15 -17 -18 -19 -20 -21 leaf_value=0.090928247885394844 0.13607106435866584 2.277239474773407 0.7198536743837245 -0.0033786722232729393 1.1729089592850728 0.8604415077454336 -0.36571584037955729 -0.33818215379008543 0.49695789712848082 -0.22252508246380351 -1.30609213078022 -0.29799364601107814 -1.5395493340492248 1.2561972900058913 0.0099269678237798968 0.77063791383957037 0.8791229622939537 -0.45427229540688652 0.019397806894211542 -0.30302189866701762 leaf_weight=3466 21 20 34 98555 23 37 248 135 33 23 20 139 20 23 608 116 29 21 21 24 leaf_count=3466 21 20 34 98555 23 37 248 135 33 23 20 139 20 23 608 116 29 21 21 24 internal_value=0 0.626816 -0.000144779 -0.000381255 0.0642758 0.0579334 0.0502846 0.0748411 -0.264405 -0.002947 -0.433012 -0.0025669 -0.23802 -0.0773369 -0.00213539 0.131809 -0.00311907 -0.159101 -0.176224 -0.26363 internal_weight=0 62 103554 103520 3942 3919 3882 3601 281 99578 88 99490 182 162 99308 724 98584 42 68 47 internal_count=103616 62 103554 103520 3942 3919 3882 3601 281 99578 88 99490 182 162 99308 724 98584 42 68 47 cat_boundaries=0 6 cat_threshold=33024 536870912 4096 141689098 2147483680 257 is_linear=0 shrinkage=0.01 Tree=398 num_leaves=29 num_cat=5 split_feature=11 2 25 24 25 5 1 12 15 26 25 20 10 0 2 1 7 2 15 25 2 14 1 1 4 26 11 14 split_gain=211509 1.17235e+06 180709 292773 891972 596437 1.22879e+06 556020 471551 406596 250378 230175 278891 293844 273724 115465 112006 602850 95244.3 92426.6 106800 95067.6 86094 85566.6 66116.1 56792.2 45809.4 183.975 threshold=1085.9700000000003 15.581850000000001 0 1 2 388.83500000000009 26.330140000000004 374.95650000000006 66.958500000000001 2022.5000000000002 3 139.07400000000004 400.0485000000001 78.188750000000013 537.86000000000013 1449.0631000000001 419.53500000000003 348.16250000000008 150.09025000000005 4 505.12500000000006 766.49265000000003 30.440000000000001 233.37814 168.87200500000003 2022.5000000000002 1429.7025000000001 1018.0250000000002 decision_type=2 2 9 1 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=2 26 3 4 9 7 -7 8 -6 -1 25 12 14 -14 -12 16 19 18 23 20 24 22 -21 -18 -4 -5 -2 -23 right_child=1 -3 15 10 5 6 -8 -9 -10 -11 11 -13 13 -15 -16 -17 17 -19 -20 21 -22 27 -24 -25 -26 -27 -28 -29 leaf_value=1.6724512843762416 -0.016786744991938274 2.5796952512264251 -0.028229584408987971 -0.46420484704486392 -0.038594442053861519 2.4478275862336161 -0.19616446764041218 1.3506970742344857 0.82073850695701211 0.44000174152607818 0.04695693574726615 -0.98187000621448861 1.1733655566518957 -0.06440533052472508 -0.53451486107848933 -0.55389651706344201 0.020112669519260173 1.4881052431464195 -0.59579025962136012 -0.0022908648142589898 -0.61859626581591953 -0.4689670910437902 0.037879031546104662 0.59121933492024736 -0.31001712078139898 -0.15772635590645576 -0.66975260810418558 -0.42938860188359795 leaf_weight=59 21 20 9519 118 1048 32 39 32 68 49 2235 22 44 34 84 38 209 32 22 83855 31 24 5698 30 84 124 22 23 leaf_count=59 21 20 9519 118 1048 32 39 32 68 49 2235 22 44 34 84 38 209 32 22 83855 31 24 5698 30 84 124 22 23 internal_value=0 0.579473 -0.000124337 0.0657961 0.186612 0.10518 0.995494 0.0510327 0.0137663 1.01894 0.00507391 0.0361822 0.045677 0.633824 0.0258946 -0.00277106 -0.00256091 0.192669 0.0338419 -0.00313735 -0.0325524 2.90493e-05 0.00026503 0.0917997 -0.0306945 -0.294977 -0.350862 -0.449599 internal_weight=0 63 103553 3988 1327 1219 71 1148 1116 108 2661 2419 2397 78 2319 99565 99527 293 261 99234 9634 89600 89553 239 9603 242 43 47 internal_count=103616 63 103553 3988 1327 1219 71 1148 1116 108 2661 2419 2397 78 2319 99565 99527 293 261 99234 9634 89600 89553 239 9603 242 43 47 cat_boundaries=0 6 7 12 17 23 cat_threshold=33024 0 4096 141689098 2148007968 257 1604 0 0 0 131328 2147483680 0 0 4096 134349056 2147483680 2080374848 142977152 172229904 3221344256 10485776 48 is_linear=0 shrinkage=0.01 Tree=399 num_leaves=16 num_cat=1 split_feature=11 2 3 12 12 16 2 11 24 3 2 3 2 4 11 split_gain=207300 1.14902e+06 158065 149495 398387 176885 125013 311127 265710 212426 127851 113644 233747 68372.9 44897.8 threshold=1085.9700000000003 15.581850000000001 1439.8675000000001 1040.4400000000003 1362.4500000000003 518.28800000000012 537.86000000000013 483.06600000000009 0 1077.3535000000002 436.65050000000002 205.81150000000002 73.46350000000001 54.009400000000007 1429.7025000000001 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=2 14 3 5 -5 6 9 8 -8 10 -1 12 13 -7 -2 right_child=1 -3 -4 4 -6 11 7 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.00033159599608785154 -0.016618862691379729 2.5538982090950011 0.57966551707146019 1.3460190214429582 -0.40975890072683491 -0.29625123955242866 0.2805240297317505 -1.3979788808822633 -0.29891288475612554 -0.71054554121834901 0.27891682870460283 -1.0108446991443634 0.75909916830062873 -0.94683615040779123 -0.66305509513074701 leaf_weight=102739 21 20 47 28 24 84 109 20 233 42 165 22 20 20 22 leaf_count=102739 21 20 47 28 24 84 109 20 233 42 165 22 20 20 22 internal_value=0 0.573679 -0.000123093 -0.000386364 0.53566 -0.000655801 -0.000164236 -0.185671 -0.114776 0.000488083 0.00077829 -0.348482 -0.230966 -0.421364 -0.347354 internal_weight=0 63 103553 103506 52 103454 103308 362 342 102946 102904 146 124 104 43 internal_count=103616 63 103553 103506 52 103454 103308 362 342 102946 102904 146 124 104 43 cat_boundaries=0 1 cat_threshold=609 is_linear=0 shrinkage=0.01 Tree=400 num_leaves=30 num_cat=1 split_feature=2 12 4 26 18 8 2 24 17 5 5 8 2 12 16 21 18 13 5 8 3 3 13 18 21 0 2 3 18 split_gain=264620 1.41432e+06 750993 486714 160494 266119 130376 292945 386351 286744 271671 211142 229472 223122 153891 127417 159350 89640.7 283843 580130 211788 196991 126105 32712.5 30310.8 19587.5 12171.2 9570.21 2645.3 threshold=873.74500000000012 143.12500000000003 221.43500000000003 2022.5000000000002 527.79000000000008 83.950000000000003 23.061000000000003 0 392.81250000000006 670.0675 476.36400000000003 483.25025000000005 329.85800000000006 256.18250000000006 348.30332000000004 284.41720000000004 24.175908000000003 228.79300000000003 240.04000000000002 10.159000000000001 1077.3535000000002 888.10000000000014 470.50715000000008 887.50750000000005 368.17900000000003 2.5072500000000004 1432.0500000000002 1439.8675000000001 645.11550000000022 decision_type=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 2 2 2 left_child=4 2 3 25 6 23 15 9 11 10 14 12 -9 -13 -8 17 24 20 22 -20 21 -1 -19 28 -17 -2 -5 -22 -6 right_child=1 -3 -4 26 5 -7 7 8 -10 -11 -12 13 -14 -15 -16 16 -18 18 19 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=-0.0036876689873361597 0.81903543794477318 2.4487609842845375 -1.8072522497177124 -0.21818022176895926 -0.19499296069145203 -1.225708761896406 -0.048114590184329106 0.060569544186314578 1.4330676532927016 -0.99960756599903111 1.0596261230923913 -0.092188357937903642 0.29353734852203028 -1.3754847850799561 -0.85363135814666746 0.41911577448248866 1.0504587928771973 0.1774825193375458 2.092609542437962 -0.2871328582763672 -0.48134739330836701 0.98886559820175168 -0.2081559442892307 0.15072928486448345 -0.033801398065355086 1.2074634919166565 -0.5097440231659196 -0.74053856093308024 -0.35071253168582917 leaf_weight=95425 37 28 20 41 24 28 2013 4870 21 32 22 42 463 20 24 22 25 273 21 20 28 20 123 33 45 20 22 29 20 leaf_count=95425 37 28 20 41 24 28 2013 4870 21 32 22 42 463 20 24 22 25 273 21 20 28 20 123 33 45 20 22 29 20 internal_value=0 0.397108 -0.013223 0.285782 -9.18756e-05 -0.390856 0.000304406 0.0404392 0.0791733 -0.0599798 -0.0456678 0.07405 0.0807953 -0.506155 -0.0576052 -0.00283304 0.369141 -0.00318974 0.139706 0.93176 -0.0038436 -0.00347968 0.0577009 -0.0872729 0.114918 0.955326 -0.319996 -0.613217 -0.265775 internal_weight=0 168 140 120 103643 105 103538 7507 5416 2091 2059 5395 5333 62 2037 96031 92 95939 437 41 95502 95445 396 77 67 57 63 57 44 internal_count=103811 168 140 120 103643 105 103538 7507 5416 2091 2059 5395 5333 62 2037 96031 92 95939 437 41 95502 95445 396 77 67 57 63 57 44 cat_boundaries=0 1 cat_threshold=3200 is_linear=0 shrinkage=0.01 Tree=401 num_leaves=25 num_cat=3 split_feature=18 8 22 25 16 8 14 15 4 4 4 8 10 12 12 10 25 12 5 24 4 5 15 8 split_gain=241246 401465 355523 187158 462947 437219 212593 255793 1.5311e+06 379803 186582 618924 204981 169874 464262 134399 121385 117984 105424 88990.5 67203 34371.4 22161.7 9343.69 threshold=527.79000000000008 183.09000000000003 550.81750000000011 0 1079.5035000000003 483.25025000000005 243.40690000000004 61.090000000000011 207.31054000000003 483.06600000000009 370.75000000000006 483.25025000000005 400.0485000000001 350.63250000000005 77.173500000000004 291.77500000000003 1 1040.4400000000003 39.669500000000006 2 10.847970000000002 368.28750000000008 23.014180000000003 796.15000000000009 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 left_child=2 20 3 5 10 6 7 9 -9 -1 16 12 -12 14 -8 18 19 -18 23 -5 22 -20 -2 -7 right_child=1 -3 -4 4 -6 15 13 8 -10 -11 11 -13 -14 -15 -16 -17 17 -19 21 -21 -22 -23 -24 -25 leaf_value=0.097552059392154999 0.093541358864825702 -1.750740221261978 1.1934088119506836 0.0099641608117936962 1.3322001956059382 -0.46545311413028023 -0.49401451355371723 0.050285075169388849 2.4502645993232726 -0.48621762418228648 0.046369327075469001 1.615293364689268 0.98087716674804681 -0.9871449718804195 1.0964676634470623 -1.0315840023093754 -0.0029278592739163988 0.54028376215696339 0.3665918779373169 -0.38580646665728824 -0.69073212766647341 -0.21967969608306884 -0.29235046386718749 -0.74308161735534672 leaf_weight=3609 46 20 25 101 26 22 78 157 32 115 384 29 25 29 24 36 98767 40 20 137 20 20 22 27 leaf_count=3609 46 20 25 101 26 22 78 157 32 115 384 29 25 29 24 36 98767 40 20 137 20 20 22 27 internal_value=0 -0.471836 0.00103737 0.00074985 -0.00200327 0.0663093 0.0844729 0.0977392 0.456631 0.0795248 -0.00235217 0.203587 0.103491 -0.311795 -0.119783 -0.516016 -0.00326288 -0.00270768 -0.307471 -0.224224 -0.181176 0.0734561 -0.031306 -0.618432 internal_weight=0 108 103703 103678 99509 4169 4044 3913 189 3724 99483 438 409 131 102 125 99045 98807 89 238 88 40 68 49 internal_count=103811 108 103703 103678 99509 4169 4044 3913 189 3724 99483 438 409 131 102 125 99045 98807 89 238 88 40 68 49 cat_boundaries=0 5 6 7 cat_threshold=1081344 536870912 4096 135397640 2148532256 1073741824 2721 is_linear=0 shrinkage=0.01 Tree=402 num_leaves=17 num_cat=4 split_feature=2 12 4 26 25 11 25 2 6 25 4 25 0 2 26 26 split_gain=259520 1.38752e+06 736680 476498 176638 128446 127118 123526 465484 287155 178210 101637 19161.2 11898.2 6527.19 70.9815 threshold=873.74500000000012 143.12500000000003 221.43500000000003 2022.5000000000002 0 1429.7025000000001 1 23.061000000000003 884.13250000000005 2 1468.3681000000001 3 2.5072500000000004 1432.0500000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 9 2 9 2 2 9 2 9 2 2 2 2 left_child=4 2 3 12 15 6 14 10 9 -9 11 -8 -2 -5 -6 -1 right_child=1 -3 -4 13 5 -7 7 8 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.39943549776834153 0.81065354166804127 2.4253807960237777 -1.7900208568572999 -0.21574678053216237 -0.18158758813301021 -0.73205114076534916 0.096414449379524078 0.087500497840406061 1.1580180224856815 -0.037343449975120756 0.74321406960487368 -0.004237662550504168 1.194831440448761 -0.50402197090062228 -0.28665964711096981 0.38430169183699814 leaf_weight=63 37 28 20 41 113 24 1004 4255 37 3238 32 94692 20 22 124 61 leaf_count=63 37 28 20 41 113 24 1004 4255 37 3238 32 94692 20 22 124 61 internal_value=0 0.393256 -0.0131693 0.282973 -9.69755e-05 -0.000566582 -0.000397009 0.000145028 0.0391427 0.0336178 -0.00292253 -0.00317203 0.945453 -0.316414 -0.226985 0.362738 internal_weight=0 168 140 120 103643 103519 103495 103258 7530 7493 95728 95696 57 63 237 124 internal_count=103811 168 140 120 103643 103519 103495 103258 7530 7493 95728 95696 57 63 237 124 cat_boundaries=0 5 6 12 17 cat_threshold=0 0 0 0 2147483680 1073741824 41211008 6291972 276856872 2129920 536879621 1024 0 536870912 0 135397642 1048576 is_linear=0 shrinkage=0.01 Tree=403 num_leaves=23 num_cat=1 split_feature=2 12 4 0 26 18 6 11 2 24 0 5 3 6 5 10 3 3 2 18 4 18 split_gain=254355 1.35991e+06 722020 471220 233435 154079 253473 126537 130824 625991 1.32661e+06 399553 280336 253824 108623 860418 428209 232725 101820 52021 8423.89 1876.09 threshold=873.74500000000012 143.12500000000003 221.43500000000003 130.34875000000002 2022.5000000000002 527.79000000000008 124.18500000000002 1429.7025000000001 266.22500000000008 0 538.27200000000016 440.98528000000005 514.39811750000013 233.37814 388.83500000000009 553.80150000000015 108.75750000000001 1077.3535000000002 256.18250000000006 887.50750000000005 2.8222380000000005 645.11550000000022 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 -2 7 19 8 14 10 13 12 -11 -10 17 16 -16 18 -1 21 -19 -7 right_child=1 -3 -4 -5 -6 6 -8 -9 9 11 -12 -13 -14 -15 15 -17 -18 20 -20 -21 -22 -23 leaf_value=-0.0006405647178234793 0.53404243723551437 2.4011270325524467 -1.7721206817626953 1.6813620491027832 -0.43712740571390496 -0.22688736024110212 -1.1783587639907311 -0.74135397973267925 0.15849431640295328 -0.13392704404611638 2.7231371904456099 -1.1626615524291992 0.92117461875632956 0.84041478320956231 -0.090740467874097161 2.1814209556579591 0.70709181038730129 -0.63669505962958706 -0.41618414248450331 0.24449974727630616 -0.39520135283470154 -0.35461307950641796 leaf_weight=102031 45 28 20 20 55 23 29 23 371 374 23 36 27 64 355 20 83 52 59 30 20 23 leaf_count=102031 45 28 20 20 55 23 29 23 371 374 23 36 27 64 355 20 83 52 59 30 20 23 internal_value=0 0.389323 -0.0130376 0.280143 -0.000100976 -9.58686e-05 -0.382971 0.000292413 0.000457199 0.120835 0.374402 -0.150051 -0.0628853 0.258823 -0.000592675 0.153066 0.0604469 -0.00128154 -0.000880716 -0.0794673 -0.569613 -0.29075 internal_weight=0 168 140 120 100 103643 105 103538 103515 895 458 437 401 435 102620 458 438 102162 102090 76 72 46 internal_count=103811 168 140 120 100 103643 105 103538 103515 895 458 437 401 435 102620 458 438 102162 102090 76 72 46 cat_boundaries=0 1 cat_threshold=853 is_linear=0 shrinkage=0.01 Tree=404 num_leaves=22 num_cat=4 split_feature=2 12 4 0 25 1 2 2 18 6 3 16 10 25 6 24 6 4 25 18 18 split_gain=249293 1.33285e+06 707652 461842 173397 159475 159227 233769 146554 251277 142544 478878 1.36338e+06 446430 559021 237493 218341 138051 141459 58554.1 1838.76 threshold=873.74500000000012 143.12500000000003 221.43500000000003 130.34875000000002 0 9.2110000000000021 1432.0500000000002 1054.5000000000002 527.79000000000008 124.18500000000002 241.37250000000003 292.29400000000004 62.558000000000007 1 212.67444500000002 2 1424.6500000000003 1468.3681000000001 3 887.50750000000005 645.11550000000022 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 1 2 2 9 2 2 left_child=4 2 3 5 -1 6 7 -2 10 19 16 13 -13 14 -12 -15 17 18 -6 20 -10 right_child=1 -3 -4 -5 8 -7 -8 -9 9 -11 11 12 -14 15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.35939560235436285 -0.13027971495281565 2.3771157393285209 -1.7543994774818421 1.6645484681129454 -0.055549326461321387 -0.69178315582275385 -0.33385671369234721 1.3115841757732889 -0.22461848632149076 -1.1665751822241421 0.36713148574903609 3.0575965199470523 -0.51236502865086431 0.14521828015885069 2.2363242840766908 -0.17034398626957545 0.83772219042624207 0.59319947218283631 0.00070333236229245882 0.29216876847403389 -0.3510669469833374 leaf_weight=124 22 28 20 20 4675 25 30 23 23 29 80 20 23 508 20 432 31 39 97588 28 23 leaf_count=124 22 28 20 20 4675 25 30 23 23 29 80 20 23 508 20 432 31 39 97588 28 23 internal_value=0 0.38543 -0.0129073 0.277341 -9.49098e-05 -9.99799e-05 0.230461 0.606673 -0.000560188 -0.37758 -0.00018474 0.113939 1.14808 0.0711808 0.673609 -7.2603e-05 -0.00139252 -0.00164679 -0.00187365 -0.0683789 -0.287843 internal_weight=0 168 140 120 103643 100 75 45 103519 103 103416 1083 43 1040 100 940 102333 102302 102263 74 46 internal_count=103811 168 140 120 103643 100 75 45 103519 103 103416 1083 43 1040 100 940 102333 102302 102263 74 46 cat_boundaries=0 5 8 9 14 cat_threshold=0 0 0 0 2147483680 0 0 66048 374 1610612736 16512 4610 2048 134807568 is_linear=0 shrinkage=0.01 Tree=405 num_leaves=29 num_cat=2 split_feature=2 12 4 0 26 11 12 4 5 6 25 8 6 2 9 9 5 13 4 8 25 8 14 3 5 8 9 11 split_gain=342622 2.09133e+06 524342 485542 209926 191839 244569 320280 215214 990777 131610 448535 400499 346119 205581 170598 165519 461237 282530 166264 149062 119653 82126 65732.7 25422.9 17565.1 6393.87 1047.99 threshold=873.74500000000012 86.455000000000027 221.43500000000003 130.34875000000002 2022.5000000000002 671.11374000000012 482.25000000000006 359.70000000000005 1062.3775000000003 193.04400000000001 0 19.646625000000004 884.13250000000005 54.445500000000003 422.48500000000007 329.28675000000004 388.83500000000009 280.30300000000005 173.30025000000003 1117.4100000000001 1 275.17750000000007 25.4025 11.157000000000002 1424.6500000000003 1449.0631000000001 2.5075000000000003 1085.9700000000003 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=5 2 3 4 -2 8 7 22 10 23 11 12 13 -1 15 -13 19 18 -18 20 -12 -16 26 24 -10 -21 27 -7 right_child=1 -3 -4 -5 -6 6 -8 -9 9 -11 16 14 -14 -15 21 -17 17 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=0.051993208937465701 0.40405682265758514 3.0571686999155925 -1.4895625205267045 1.6452463335990906 -0.526407937200702 -0.28965664165976801 -1.3626588404746283 0.9634631371498108 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526 467 99239 298 278 98941 98885 59 105 66 46 56 83 63 internal_count=103406 164 138 117 97 103242 146 125 103096 86 103010 3771 3245 3223 526 467 99239 298 278 98941 98885 59 105 66 46 56 83 63 cat_boundaries=0 5 11 cat_threshold=268468224 0 4096 5439786 2148532224 0 545259648 525072 471904256 524322 1 is_linear=0 shrinkage=0.01 Tree=406 num_leaves=24 num_cat=0 split_feature=2 12 4 26 11 12 4 5 3 16 16 8 5 11 2 9 2 1 10 7 1 11 5 split_gain=335804 2.04972e+06 513908 415106 188021 239702 313906 210931 450768 154571 254941 210232 359823 150570 524885 145429 140313 112655 98584.2 73807.6 24906.2 5163.63 1077.34 threshold=873.74500000000012 86.455000000000027 221.43500000000003 2022.5000000000002 671.11374000000012 482.25000000000006 359.70000000000005 1062.3775000000003 123.09910000000001 362.00600000000003 348.30332000000004 395.78950000000003 318.54282000000006 522.5150000000001 59.640000000000008 422.48500000000007 1432.0500000000002 7.8769000000000009 61.3551 32.041442500000009 6.0168030000000003 901.21050000000014 1424.6500000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 16 7 6 19 9 20 10 13 12 18 15 -15 -1 17 -2 -11 21 22 -6 -9 right_child=1 -3 -4 -5 5 -7 -8 8 -10 11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.0010252947847235083 1.6073738037456167 3.0265969811036038 -1.4746668910980225 -0.40813503941622647 -0.35164597482340676 -1.3490322537081583 0.95382857298851009 0.16792695869099011 1.7674071357363748 -0.17199176479702349 1.1005430130731493 -1.2338401031494142 1.1166539527177812 -0.12921529351448527 1.7019873291513197 -0.208795448118413 0.095903675079345704 0.57038709115982056 -0.69620041567346325 -0.8752481828744596 -0.20116667929149809 -0.18889226719737054 0.26689144914800472 leaf_weight=102330 22 26 21 55 35 21 20 22 21 163 21 20 20 49 23 338 20 20 46 26 21 44 22 leaf_count=102330 22 26 21 55 35 21 20 22 21 163 21 20 20 49 23 338 20 20 46 26 21 44 22 internal_value=0 0.451001 -0.0342565 0.224279 -0.00186107 -0.360469 -0.19439 -0.00135323 0.493687 -0.00176652 -0.00116353 -0.250617 -0.164746 -0.00138872 0.455752 -0.00170931 0.785291 1.11357 -0.287368 -0.413098 0.082177 -0.260998 0.217409 internal_weight=0 164 138 117 103242 146 125 103096 86 103010 102761 249 229 102740 72 102668 62 42 209 105 65 79 44 internal_count=103406 164 138 117 103242 146 125 103096 86 103010 102761 249 229 102740 72 102668 62 42 209 105 65 79 44 is_linear=0 shrinkage=0.01 Tree=407 num_leaves=25 num_cat=2 split_feature=2 12 4 0 26 11 12 4 5 6 16 0 5 16 25 24 8 3 14 16 3 5 7 11 split_gain=329122 2.00893e+06 503681 475815 200096 184279 234932 307659 206734 970240 151495 282457 387246 249868 162655 322875 139570 119977 80096.6 76394.6 62089.6 24804.5 5637.1 1046.26 threshold=873.74500000000012 86.455000000000027 221.43500000000003 130.34875000000002 2022.5000000000002 671.11374000000012 482.25000000000006 359.70000000000005 1062.3775000000003 193.04400000000001 362.00600000000003 114.45750000000002 225.12000000000003 348.30332000000004 0 1 1117.4100000000001 56.108500000000014 25.4025 1079.5035000000003 11.157000000000002 1424.6500000000003 5.982000000000002 901.21050000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 left_child=5 2 3 4 -2 8 7 18 10 20 13 12 19 14 15 -1 -16 -13 22 -12 21 -10 23 -7 right_child=1 -3 -4 -5 -6 6 -8 -9 9 -11 11 17 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.17275087071288073 0.39135721097389853 2.9963310834077688 -1.4599202324095228 1.6264559869766237 -0.51706250382929431 -0.26590071693062783 -1.3355418904764311 0.94429024553298946 -0.53040631211322287 2.418261178970337 -0.13410833624385349 -0.38037819255482069 1.2386771249771118 1.0895376214526948 -0.0040967850039728571 -0.016040917012389092 0.49087849533348754 -1.3752196784372683 -0.94543059489943759 -0.67973264448104365 0.36920824456214901 -0.06598088596178138 -0.41303848105669022 -0.18388872999804359 leaf_weight=1558 48 26 21 20 49 28 21 20 23 20 149 22 20 21 98977 2148 57 27 22 31 20 23 20 35 leaf_count=1558 48 26 21 20 49 28 21 20 23 20 149 22 20 21 98977 2148 57 27 22 31 20 23 20 35 internal_value=0 0.446491 -0.0339139 0.222036 -0.0675352 -0.00184246 -0.356864 -0.192446 -0.00133969 0.48875 -0.00174886 -0.248111 -0.0814016 -0.0011519 -0.00137483 0.0635783 -0.00381151 -0.928556 -0.408967 -0.228077 -0.0959506 -0.298194 -0.266772 -0.220339 internal_weight=0 164 138 117 97 103242 146 125 103096 86 103010 249 200 102761 102740 3706 99034 49 105 180 66 46 83 63 internal_count=103406 164 138 117 97 103242 146 125 103096 86 103010 249 200 102761 102740 3706 99034 49 105 180 66 46 83 63 cat_boundaries=0 5 6 cat_threshold=268468224 0 4096 5439786 2148532224 1144 is_linear=0 shrinkage=0.01 Tree=408 num_leaves=21 num_cat=4 split_feature=5 1 22 12 25 10 24 16 5 8 24 5 15 25 9 9 9 0 10 5 split_gain=181683 756036 234656 154912 120560 269186 201840 401826 332466 186119 485711 631243 280017 157841 137094 70769.1 96848.6 69851.7 28149.4 12280.3 threshold=1062.3775000000003 50.713000000000008 550.81750000000011 1362.4500000000003 0 553.80150000000015 1 614.20900000000017 298.26650000000006 220.81250000000003 2 63.922000000000004 228.56250000000003 3 897.08550000000014 76.831000000000003 303.60860000000008 658.11750000000018 897.08550000000014 1424.6500000000003 decision_type=2 2 2 2 9 2 1 2 2 2 1 2 2 9 2 2 2 2 2 2 left_child=2 19 3 4 5 6 8 -8 -1 13 12 -12 -11 14 -6 18 -17 -15 -7 -2 right_child=1 -3 -4 -5 9 15 7 -9 -10 10 11 -13 -14 17 -16 16 -18 -19 -20 -21 leaf_value=-0.003304630504610326 1.1824469313902013 -0.87157914161682126 0.94837384737454933 -0.8050762146214645 -0.059258833270809913 -0.99360185699462888 0.062141865754166407 1.4815575832128525 -0.51946545571088787 -0.22107265449811092 0.23825263916957576 1.4070767462880989 0.84719472072742608 -0.0033103578598628449 -0.86902442909422373 0.29178396860758465 -0.60658771174294612 -0.2836081487944957 -0.51905481891632077 0.90486309623718253 leaf_weight=4975 34 30 26 24 4741 25 7163 20 128 269 244 57 27 85429 21 21 28 89 25 30 leaf_count=4975 34 30 26 24 4741 25 7163 20 128 269 244 57 27 85429 21 21 28 89 25 30 internal_value=0 0.438316 -0.00151977 -0.00175889 -0.00157218 0.0276844 0.0318917 0.0660021 -0.0162199 -0.00556179 0.170423 0.444814 -0.119589 -0.00672616 -0.0626982 -0.491651 -0.221571 -0.00360165 -0.756328 1.05233 internal_weight=0 94 103312 103286 103262 12385 12286 7183 5103 90877 597 301 296 90280 4762 99 49 85518 50 64 internal_count=103406 94 103312 103286 103262 12385 12286 7183 5103 90877 597 301 296 90280 4762 99 49 85518 50 64 cat_boundaries=0 6 7 8 14 cat_threshold=806388480 128 69672 5439786 2283274240 256 2946 1512 0 545275904 784 469803008 34 1 is_linear=0 shrinkage=0.01 Tree=409 num_leaves=24 num_cat=0 split_feature=2 12 4 0 26 11 12 4 5 3 16 0 5 16 11 0 9 3 14 16 9 5 11 split_gain=322568 1.96848e+06 492502 465932 196435 180565 229426 301089 198551 440488 150147 276761 378632 245024 147573 515680 141886 117574 78672.3 75000.7 6426.37 1945.02 1070.64 threshold=873.74500000000012 86.455000000000027 221.43500000000003 130.34875000000002 2022.5000000000002 671.11374000000012 482.25000000000006 359.70000000000005 1062.3775000000003 123.09910000000001 362.00600000000003 114.45750000000002 225.12000000000003 348.30332000000004 522.5150000000001 6.6497500000000009 422.48500000000007 56.108500000000014 25.4025 1079.5035000000003 2.5075000000000003 1424.6500000000003 1085.9700000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 -2 8 7 18 10 21 13 12 19 14 16 -16 -1 -13 20 -12 22 -10 -7 right_child=1 -3 -4 -5 -6 6 -8 -9 9 -11 11 17 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.00098420744862865784 0.38771099170049034 2.9660747785751638 -1.4436030158542452 1.609342034816742 -0.51236023163308897 -0.28016994805712453 -1.3203797128086998 0.93377465200424203 0.12605377139467183 1.7380903080531531 -0.13388766947808681 -0.37786830035122959 1.2233532543182373 1.0789432067530496 -0.20431358008914521 1.5437942974655718 -0.20620774021868168 -1.3626984135309854 -0.93662672400474545 -0.67451114716068394 -0.10785857486724855 0.016636405140161514 -0.36443163225650788 leaf_weight=102330 48 26 21 20 49 38 21 20 33 21 149 22 20 21 45 27 338 27 22 31 20 32 25 leaf_count=102330 48 26 21 20 49 38 21 20 33 21 149 22 20 21 45 27 338 27 22 31 20 32 25 internal_value=0 0.442034 -0.0335098 0.219584 -0.0669642 -0.00181268 -0.353238 -0.190758 -0.00131501 0.478977 -0.00171599 -0.24698 -0.0819602 -0.00112169 -0.00134246 0.451227 -0.00165984 -0.92053 -0.404954 -0.226995 -0.264029 0.0721868 -0.313607 internal_weight=0 164 138 117 97 103242 146 125 103096 86 103010 249 200 102761 102740 72 102668 49 105 180 83 65 63 internal_count=103406 164 138 117 97 103242 146 125 103096 86 103010 249 200 102761 102740 72 102668 49 105 180 83 65 63 is_linear=0 shrinkage=0.01 Tree=410 num_leaves=19 num_cat=2 split_feature=18 2 7 26 3 0 25 1 14 14 24 2 17 12 2 10 11 3 split_gain=239115 252109 1.81132e+06 721011 241012 238399 225829 325322 339412 333417 353693 256501 119152 120533 160464 104328 78398.3 71948.3 threshold=1018.0250000000002 873.74500000000012 301.53500000000008 2022.5000000000002 60.784245000000006 5.0070000000000006 0 891.44875000000013 766.49265000000003 27.690500000000004 1 408.041 1009.0614800000001 871.41750000000013 747.71500000000015 72.966400000000021 39.699200000000012 8.0827500000000025 decision_type=2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 left_child=1 6 3 4 -3 -5 7 8 9 10 -1 -11 13 14 15 -8 -15 -9 right_child=-2 2 -4 5 -6 -7 12 17 -10 11 -12 -13 -14 16 -16 -17 -18 -19 leaf_value=0.22595028126625441 -0.90419562372668039 1.1672564522425335 3.2156488742828366 -0.30023140679448845 -0.13014759971981957 -1.5303999227544538 -0.0013570702187612458 -1.0229446306536274 1.1603029587351044 -0.17124216534197331 0.030526341324779247 -1.3446156210899352 0.77197948551177975 -0.18700331559052338 0.75723071575164802 0.072726178457052704 -0.96409992146492007 -0.2536381576657295 leaf_weight=1408 29 45 20 50 21 23 96739 31 29 272 2702 20 20 37 28 1939 20 20 leaf_count=1408 29 45 20 50 21 23 96739 31 29 272 2702 20 20 37 28 1939 20 20 internal_value=0 0.00397055 0.401859 -0.00300236 0.754446 -0.687819 0.00335791 0.0727025 0.0820049 0.0749011 0.0980985 -0.25161 0.000204219 4.7951e-05 0.000313425 9.86486e-05 -0.459669 -0.721256 internal_weight=0 103424 159 139 66 73 103265 4482 4431 4402 4110 292 98783 98763 98706 98678 57 51 internal_count=103453 103424 159 139 66 73 103265 4482 4431 4402 4110 292 98783 98763 98706 98678 57 51 cat_boundaries=0 6 7 cat_threshold=1073774848 536887296 0 139591944 2148024352 1 78 is_linear=0 shrinkage=0.01 Tree=411 num_leaves=22 num_cat=5 split_feature=22 2 2 26 25 24 25 26 25 26 5 6 7 6 12 24 26 3 1 26 26 split_gain=246431 204687 455201 347805 215280 526835 803813 754809 329972 202455 169199 662699 200864 172325 118254 89819.3 45738.9 37876.6 28426.8 15612.7 7105.95 threshold=550.81750000000011 1054.5000000000002 1432.0500000000002 2022.5000000000002 0 1 2 2022.5000000000002 3 2022.5000000000002 1062.3775000000003 212.67444500000002 1449.0631000000001 1424.6500000000003 1362.4500000000003 4 2022.5000000000002 6.6572445000000009 6.0168030000000003 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 9 1 9 2 9 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 4 3 -3 5 6 16 -8 9 -7 12 18 13 14 -6 19 -1 -4 -12 -10 -17 right_child=-2 2 17 -5 10 8 7 -9 15 -11 11 -13 -14 -15 -16 20 -18 -19 -20 -21 -22 leaf_value=0.092818629964192712 1.0168705360094707 2.0367393591187217 -0.0017849108024879737 0.43216496113368441 0.0014538158744211488 -0.046277244803193326 1.6485069537443275 0.33447263129552207 -0.13682244591793771 0.46244116345291619 0.091431364695231124 2.0331507015228274 -0.75617466899326868 0.74698140944204028 -0.70057300209999085 -0.46712824371423617 -0.25760173208004722 -0.55402122535135434 -0.38182174249128864 0.093230262368412337 -0.34457294747380929 leaf_weight=75 24 22 27 35 102215 154 85 90 59 159 30 20 35 31 24 89 74 23 22 59 101 leaf_count=75 24 22 27 35 102215 154 85 90 59 159 30 20 35 31 24 89 74 23 22 59 101 internal_value=0 0.00344396 0.440592 1.05147 0.00299125 0.152437 0.473427 0.920139 -0.0198839 0.205577 0.00159673 0.486193 0.00125584 0.00151505 0.00128902 -0.248265 -0.0761077 -0.255814 -0.108791 -0.0200933 -0.381881 internal_weight=0 103429 107 57 103322 945 324 175 621 313 102377 72 102305 102270 102239 308 149 50 52 118 190 internal_count=103453 103429 107 57 103322 945 324 175 621 313 102377 72 102305 102270 102239 308 149 50 52 118 190 cat_boundaries=0 5 6 10 14 15 cat_threshold=1073741824 536870912 0 135397376 2147483680 2118 1073741824 0 0 1048576 1073741824 0 0 135266304 1153 is_linear=0 shrinkage=0.01 Tree=412 num_leaves=19 num_cat=6 split_feature=22 2 2 25 24 25 25 14 5 16 2 24 1 4 10 1 24 3 split_gain=241527 200614 446143 210996 516351 787817 323406 200981 690888 239496 179277 173165 171311 140593 124126 105762 88031.9 37122.9 threshold=550.81750000000011 1054.5000000000002 1432.0500000000002 0 1 2 3 766.49265000000003 27.185999999999996 1079.5035000000003 873.74500000000012 4 85.820000000000022 1086.5100000000002 36.122500000000009 61.090000000000011 5 6.6572445000000009 decision_type=2 2 2 9 1 9 9 2 2 2 2 1 2 2 2 2 1 2 left_child=1 3 12 4 5 -1 11 9 14 10 13 -6 -3 -5 -9 -12 -8 -4 right_child=-2 2 17 7 6 -7 16 8 -10 -11 15 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.075346656190524317 1.0067018429438275 0.63790036021052188 -0.0017670714413678204 0.00090529467911138221 0.48366506590879055 0.91093714938292636 -0.01989234670996666 0.20812855369166325 1.8090140764801592 0.92589752129146041 -0.20635093826672127 0.007049894165992737 1.7866193516850473 0.44295236282878447 -0.76515226078033449 -1.1381889549518627 -0.37806259422302246 -0.54848102634367735 leaf_weight=149 24 37 27 102142 123 175 118 38 27 28 29 190 20 72 20 21 190 23 leaf_count=149 24 37 27 102142 123 175 118 38 27 28 29 190 20 72 20 21 190 23 internal_value=0 0.00340952 0.436186 0.00296134 0.150913 0.468692 -0.0196851 0.00158076 0.487638 0.00117702 0.000923835 0.203521 1.04096 0.00121667 -0.127486 -0.597723 -0.245782 -0.253255 internal_weight=0 103429 107 103322 945 324 621 102377 85 102292 102264 313 57 102214 58 50 308 50 internal_count=103453 103429 107 103322 945 324 621 102377 85 102292 102264 313 57 102214 58 50 308 50 cat_boundaries=0 5 6 10 14 15 16 cat_threshold=1073741824 536870912 0 135397376 2147483680 2118 1073741824 0 0 1048576 1073741824 0 0 135266304 280 1153 is_linear=0 shrinkage=0.01 Tree=413 num_leaves=23 num_cat=5 split_feature=22 2 2 26 25 24 25 26 25 26 14 6 16 2 26 4 10 24 26 3 26 26 split_gain=236720 196621 437265 340416 207070 506567 772995 739788 317365 198401 196981 393283 234730 175709 210743 137795 131768 86363.9 44828.7 36384.2 15302 6964.54 threshold=550.81750000000011 1054.5000000000002 1432.0500000000002 2022.5000000000002 0 1 2 2022.5000000000002 3 2022.5000000000002 766.49265000000003 53.40420000000001 1079.5035000000003 873.74500000000012 2022.5000000000002 1086.5100000000002 6.0237500000000006 4 2022.5000000000002 6.6572445000000009 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 9 1 9 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 4 3 -3 5 6 18 -8 9 -7 12 16 13 15 -15 -6 -12 20 -1 -4 -10 -19 right_child=-2 2 19 -5 10 8 7 -9 17 -11 11 -13 -14 14 -16 -17 -18 21 -20 -21 -22 -23 leaf_value=0.092643917083740243 0.9966348576545716 2.0052938012372361 -0.001749403918230975 0.41785404968261719 0.00089624163176602381 -0.047741921691151407 1.6229125018400306 0.32201853513717654 -0.13525532156734144 0.45585776604946304 0.39823203650387856 1.4279930621180039 0.91663850920540957 0.11166565687760063 -1.1909479135054128 0.43852283504274153 -0.58777080898699552 -0.45867633498116822 -0.254272245394217 -0.54299618648446124 0.092496869604466334 -0.33734658902234371 leaf_weight=75 24 22 27 35 102142 154 85 90 59 159 33 29 28 23 27 72 23 89 74 23 59 101 leaf_count=75 24 22 27 35 102142 154 85 90 59 159 33 29 28 23 27 72 23 89 74 23 59 101 internal_value=0 0.00337632 0.431824 1.03055 0.00293262 0.149501 0.464256 0.90232 -0.0194736 0.201638 0.00156495 0.482761 0.00116525 0.000914596 -0.591746 0.00120451 -0.00673342 -0.24345 -0.0746406 -0.250723 -0.019709 -0.374471 internal_weight=0 103429 107 57 103322 945 324 175 621 313 102377 85 102292 102264 50 102214 56 308 149 50 118 190 internal_count=103453 103429 107 57 103322 945 324 175 621 313 102377 85 102292 102264 50 102214 56 308 149 50 118 190 cat_boundaries=0 5 6 10 14 15 cat_threshold=1073741824 536870912 0 135397376 2147483680 2118 1073741824 0 0 1048576 1073741824 0 0 135266304 1153 is_linear=0 shrinkage=0.01 Tree=414 num_leaves=16 num_cat=1 split_feature=18 22 25 2 2 14 1 0 5 0 2 12 3 5 4 split_gain=234427 355402 198037 642320 1.38238e+06 283825 331444 336999 253183 173413 121066 110855 129759 66877.9 49948.4 threshold=1018.0250000000002 550.81750000000011 0 1054.5000000000002 1432.0500000000002 766.49265000000003 891.44875000000013 883.10000000000014 1062.3775000000003 1438.4900000000002 74.884000000000015 871.41750000000013 670.0675 3.2737500000000006 23.530250000000002 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 7 -1 9 11 -8 12 -4 -13 -10 right_child=-2 -3 8 4 -6 -7 10 -9 14 -11 -12 13 -14 -15 -16 leaf_value=0.043016024843170984 -0.89539657132378936 1.2467560826177182 -0.00035800404230113578 3.1406803003946941 -0.22823659962621229 0.93416201604737181 -0.36338458299636839 0.76142216653534867 0.45350389579246786 -0.90897740500313906 -1.3187896239189874 -0.17823283925652506 0.29901310078851107 -0.91537819099426276 1.1031020812988281 leaf_weight=6124 29 23 96801 21 29 36 36 66 29 21 21 32 145 20 20 leaf_count=6124 29 23 96801 21 29 36 36 66 29 21 21 32 145 20 20 internal_value=0 0.00382275 0.00354628 0.0576814 1.18671 0.0487884 0.0436862 0.0506759 8.40422e-06 -0.000354547 -0.715376 -0.000157831 8.97587e-05 -0.46175 0.718646 internal_weight=0 103424 103401 6333 50 6283 6247 6190 97068 97019 57 96998 96946 52 49 internal_count=103453 103424 103401 6333 50 6283 6247 6190 97068 97019 57 96998 96946 52 49 cat_boundaries=0 6 cat_threshold=1074823424 536920192 0 139591944 2148024352 1 is_linear=0 shrinkage=0.01 Tree=415 num_leaves=25 num_cat=5 split_feature=7 25 7 17 1 24 3 2 2 12 10 10 25 24 25 3 1 12 6 0 26 26 7 2 split_gain=238444 212299 195402 1.20828e+06 1.06249e+06 487488 606796 283570 181221 179144 389820 307598 130465 464153 474877 175278 133975 104072 101662 98297.4 28838.9 22017.4 12295.3 9727.42 threshold=1092.2834 0 391.72750000000002 125.05250000000002 54.547500000000007 1 241.37250000000003 1054.5000000000002 74.884000000000015 9.3975000000000026 86.722500000000011 63.970000000000006 2 3 4 1439.8675000000001 191.05350000000001 521.05947000000003 206.28168000000002 227.10500000000002 2022.5000000000002 2022.5000000000002 1449.0631000000001 1432.0500000000002 decision_type=2 9 2 2 2 1 2 2 2 2 2 2 9 1 9 2 2 2 2 2 2 2 2 2 left_child=1 21 7 5 -5 6 18 12 22 10 -7 -11 13 14 -3 17 -15 -14 -4 20 -9 -1 -2 -22 right_child=8 2 3 4 -6 9 -8 19 -10 11 -12 -13 15 16 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 leaf_value=-0.51350097849562359 -0.13496128022670748 0.76825075221325156 0.014015104923492823 3.4783233833312988 0.41254768958458538 -0.036919050557272778 -1.9614057503575866 -0.59619590506834141 -1.3650531089305877 1.7874687359333039 1.1673332363367082 0.2065715491771698 -0.00036190404946915286 -0.012180633958035368 0.056798916894036371 0.67848585542879603 -0.729366859153465 -0.2346213932413804 -0.7080265791599567 -1.1591632382869721 -0.060235969370061704 -0.26872740347091467 -0.4143979306374827 -0.35134845624367395 leaf_weight=74 32 171 78 20 26 168 23 34 20 20 32 32 101328 738 212 38 27 190 26 20 22 73 31 24 leaf_count=74 32 171 78 20 26 168 23 34 20 20 32 32 101328 738 212 38 27 190 26 20 22 73 31 24 internal_value=0 0.000464934 0.00102364 0.215004 1.74549 0.0292456 -0.455678 0.000139123 -0.535737 0.28058 0.155761 0.814609 0.000657364 0.106201 0.38591 -0.000546114 -0.0370093 -0.000800342 -0.166495 -0.532115 -0.375353 -0.366982 -0.272462 -0.212121 internal_weight=0 103376 103229 425 46 379 127 102804 83 252 200 52 102704 1148 383 101556 765 101518 104 100 80 147 63 46 internal_count=103459 103376 103229 425 46 379 127 102804 83 252 200 52 102704 1148 383 101556 765 101518 104 100 80 147 63 46 cat_boundaries=0 4 5 11 12 17 cat_threshold=0 0 0 131072 2250 1073741824 536870914 0 134217984 2147483664 1 270 1073741824 536870912 0 0 2147483648 is_linear=0 shrinkage=0.01 Tree=416 num_leaves=13 num_cat=2 split_feature=7 11 25 2 6 2 9 18 3 25 26 7 split_gain=233699 248465 207769 177614 150099 127287 569237 403779 179323 157358 21579.3 12050.6 threshold=1092.2834 1429.7025000000001 0 74.884000000000015 1424.6500000000003 537.86000000000013 615.99125000000015 38.116250000000008 1439.8675000000001 1 2022.5000000000002 1449.0631000000001 decision_type=2 2 9 2 2 2 2 2 2 9 2 2 left_child=1 2 10 11 5 8 7 -7 9 -4 -1 -2 right_child=3 -3 4 -5 -6 6 -8 -9 -10 -11 -12 -13 leaf_value=-0.50836595741478174 -0.1336116708815098 0.89559261273953228 0.11799540248341286 -1.3514025725126266 -0.5969436516080584 -0.20206690836556351 1.3710997659509832 -1.667220500946045 0.63277116192711724 5.4955881105655056e-05 -0.2660401262649118 -0.41025395016516408 leaf_weight=74 32 31 1134 20 42 316 22 20 45 101619 73 31 leaf_count=74 32 31 1134 20 42 316 22 20 45 101619 73 31 internal_value=0 0.000461083 0.000192574 -0.530379 0.0007455 0.000988922 -0.187244 -0.289278 0.00164445 0.00136806 -0.363312 -0.269737 internal_weight=0 103376 103345 83 103198 103156 358 336 102798 102753 147 63 internal_count=103459 103376 103345 83 103198 103156 358 336 102798 102753 147 63 cat_boundaries=0 4 10 cat_threshold=0 0 0 131072 1073741824 536870914 0 134217984 2147483664 1 is_linear=0 shrinkage=0.01 Tree=417 num_leaves=13 num_cat=1 split_feature=7 11 25 2 6 2 9 18 3 16 26 7 split_gain=229049 243521 203634 174080 147112 124754 557909 395744 175754 166434 21149.8 11810.8 threshold=1092.2834 1429.7025000000001 0 74.884000000000015 1424.6500000000003 537.86000000000013 615.99125000000015 38.116250000000008 1439.8675000000001 371.89150000000006 2022.5000000000002 1449.0631000000001 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 10 11 5 8 7 -7 9 -4 -1 -2 right_child=3 -3 4 -5 -6 6 -8 -9 -10 -11 -12 -13 leaf_value=-0.50328230400343199 -0.13227555677294731 0.88663671355093687 0.0019466957445531227 -1.3378885456919671 -0.59097421782357351 -0.20004623656031453 1.357388694936579 -1.6505482835769651 0.62644343842400452 -0.27215639304059247 -0.26337972618129152 -0.40615140907226072 leaf_weight=74 32 31 102531 20 42 316 22 20 45 222 73 31 leaf_count=74 32 31 102531 20 42 316 22 20 45 222 73 31 internal_value=0 0.000456586 0.000190762 -0.525076 0.000738159 0.000979147 -0.185372 -0.286386 0.00162812 0.00135449 -0.359679 -0.26704 internal_weight=0 103376 103345 83 103198 103156 358 336 102798 102753 147 63 internal_count=103459 103376 103345 83 103198 103156 358 336 102798 102753 147 63 cat_boundaries=0 4 cat_threshold=0 0 0 131072 is_linear=0 shrinkage=0.01 Tree=418 num_leaves=28 num_cat=3 split_feature=7 7 17 24 9 9 2 2 2 25 16 0 3 16 25 8 3 3 0 8 5 0 11 26 26 2 7 split_gain=225289 345585 1.39497e+06 408404 485553 462536 298835 275784 231735 196808 150361 343719 266331 182599 141317 130204 117078 114545 94651.4 44361.9 99684.4 94617.4 42078.9 28327.9 20463.2 9542.89 484.163 threshold=769.5200000000001 391.72750000000002 125.05250000000002 0 422.48500000000007 94.19250000000001 172.78900000000002 1054.5000000000002 466.65428000000003 1 362.00600000000003 114.45750000000002 49.853800000000007 348.30332000000004 2 361.43000000000006 156.27500000000003 8.0827500000000025 227.10500000000002 29.582250000000002 4.440100000000001 35.407550000000008 5.0484660000000012 2022.5000000000002 2022.5000000000002 1432.0500000000002 883.10000000000014 decision_type=2 2 2 1 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 5 15 6 22 9 19 24 13 12 -12 14 -11 17 -13 -5 23 20 26 -21 -3 -9 -1 -25 -2 right_child=8 2 -4 4 -6 -7 -8 18 -10 10 11 16 -14 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 25 -26 -27 -28 leaf_value=-0.49752318186302708 -0.20444771528244018 -0.21980948025180447 2.2096271667480467 0.074714097409021282 -1.4697414327550817 1.4946075589127013 1.2721577367782593 -0.58498990746906832 -1.3232967400821773 0.02754889615308518 -0.19766493838732643 -0.5734330160721488 1.0211887550354004 0.93359362840652471 -0.004181400320399261 0.7415062592029571 -1.6195822426676751 -0.59307761553171523 -1.1387840902805328 -0.38989205339680544 -0.89900868097941089 0.5505690822601319 0.30769762420654295 -0.057035481713034894 -0.26074592743834407 -0.34537356853485107 -0.14739001171342259 leaf_weight=73 20 62 35 84 27 36 20 35 22 16776 173 23 20 21 85671 20 20 37 20 23 24 20 20 22 73 24 58 leaf_count=73 20 62 35 84 27 36 20 35 22 16776 173 23 20 21 85671 20 20 37 20 23 24 20 20 22 73 24 58 internal_value=0 0.000627978 0.318449 0.102137 -0.227645 0.484965 0.176166 -0.000424725 -0.366961 8.81689e-05 0.000627196 -0.251495 -0.0713589 0.00120793 0.00101681 -0.00594158 -1.06001 -0.129487 -0.522714 -0.221862 -0.335429 0.0475317 -0.0911492 -0.370597 -0.354831 -0.207473 -0.16202 internal_weight=0 103292 341 306 168 138 102 102951 167 102850 102704 236 193 102468 102447 141 43 121 101 145 102 43 82 81 146 46 78 internal_count=103459 103292 341 306 168 138 102 102951 167 102850 102704 236 193 102468 102447 141 43 121 101 145 102 43 82 81 146 46 78 cat_boundaries=0 1 5 11 cat_threshold=309 0 0 0 131072 1073775232 2688679938 800 239173922 2299543696 1 is_linear=0 shrinkage=0.01 Tree=419 num_leaves=18 num_cat=1 split_feature=25 2 12 11 12 5 12 0 9 18 9 11 3 8 26 1 2 split_gain=198873 166187 460150 177381 147559 450485 177833 136660 125178 303035 227885 121160 114725 106799 19517.3 17435.8 828.498 threshold=0 1054.5000000000002 44.70450000000001 1429.7025000000001 521.05947000000003 440.98528000000005 448.18200000000007 28.693750000000005 346.38000000000005 80.077500000000015 287.97507150000007 362.00600000000003 130.1901 147.43690000000001 2022.5000000000002 7.8769000000000009 1432.0500000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 3 12 4 6 11 8 -8 10 -10 -2 13 15 -6 -1 16 -3 right_child=1 2 -4 -5 5 -7 7 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.49326242769086687 0.0012836629023464362 -0.41096496009826661 0.98724028015136722 0.74540100425481792 -0.079851236138635012 -1.4186863432259396 0.16731547117233278 1.1788109967925333 -0.080308552936496649 -0.95061427961696288 0.45876808889962123 0.4502299060821533 -1.316807580373504 -0.76025655150413518 -0.263589706002055 -0.69193157558257767 -0.32296121338139411 leaf_weight=74 102295 20 20 32 131 29 34 22 441 44 109 35 22 28 74 26 23 leaf_count=74 102295 20 20 32 131 29 34 22 441 44 109 35 22 28 74 26 23 internal_value=0 0.000576419 -0.386149 0.00099243 0.000761534 -0.256195 0.00131816 0.564689 0.00101153 -0.159264 0.00177061 -0.0824209 -0.687993 -0.199671 -0.354475 -0.487502 -0.363893 internal_weight=0 103311 111 103200 103168 223 102945 56 102889 485 102404 194 91 159 148 69 43 internal_count=103459 103311 111 103200 103168 223 102945 56 102889 485 102404 194 91 159 148 69 43 cat_boundaries=0 4 cat_threshold=0 0 0 131072 is_linear=0 shrinkage=0.01 Tree=420 num_leaves=34 num_cat=5 split_feature=4 2 2 25 3 24 2 2 25 26 26 2 4 2 0 25 2 20 2 4 25 0 4 0 2 16 0 0 7 14 4 4 26 split_gain=388581 1.87402e+06 189765 155990 414615 389468 432909 4.57817e+06 505940 832993 459475 301829 285199 192218 330694 223824 249812 183481 165676 183439 164614 138286 260426 159486 124836 114383 109203 105237 77896.8 74146.4 71919.4 15320 4659.88 threshold=904.34825000000012 362.00600000000003 49.853800000000007 0 1439.8675000000001 1 51.871000000000009 58.463080000000005 2 2022.5000000000002 2022.5000000000002 436.65050000000002 264.75500000000005 381.19000000000005 658.11750000000018 3 505.12500000000006 256.18250000000006 28.693750000000005 194.61300000000003 4 538.27200000000016 133.58000000000001 367.42525000000006 362.00600000000003 348.30332000000004 233.37814 14.955000000000002 23.075750000000003 228.56250000000003 1086.5100000000002 1468.3681000000001 2022.5000000000002 decision_type=2 2 2 9 2 1 2 2 9 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 28 5 13 6 8 -8 9 -1 11 -9 -12 24 15 16 -15 20 19 -10 32 23 -23 -22 25 27 -17 -5 30 -27 -2 -32 -7 right_child=1 -3 -4 4 -6 17 7 10 18 -11 12 -13 -14 14 -16 26 -18 -19 -20 -21 21 22 -24 -25 -26 29 -28 -29 -30 -31 31 -33 -34 leaf_value=1.7457036714553835 -0.11562883127303351 3.2808907091049924 -0.75025297562281301 -0.0051027934777534926 1.2140713772603444 -0.48098050198465025 5.1369299268722539 0.34897769906785753 0.048698820571929098 -0.045543260927553536 -0.3813012856198108 1.4797213125228883 0.68854117793421599 -0.49041706469751178 -1.469027256011963 -0.22897033737717773 0.58105471508143702 -0.74129436171054841 -0.64830380512006358 0.70413161017678005 0.003332517240541111 0.039947633783643445 1.3751173164730981 -0.60426484541459513 0.5787022277471181 -0.17153060333698655 -0.85470806898609286 0.030408386585217335 -0.31489639949798581 -0.77488015718434167 0.40785870058783169 0.73579404762813028 -0.34898951459814004 leaf_weight=50 21 21 24 89064 28 53 20 90 1446 54 127 32 31 31 20 278 73 35 33 44 2378 48 21 44 37 178 31 9208 20 23 29 28 54 leaf_count=50 21 21 24 89064 28 53 20 90 1446 54 127 32 31 31 20 278 73 35 33 44 2378 48 21 44 37 178 31 9208 20 23 29 28 54 internal_value=0 0.521655 0.0467044 1.3126e-05 -0.00262414 0.0571332 0.164816 0.514724 0.10131 0.744086 0.184566 0.645566 -0.171395 -0.00296872 -0.213201 -0.152387 0.23872 -0.0220018 0.0521893 0.0680539 -0.0123962 0.00485087 0.446304 -0.00770559 -0.00204464 -0.00226285 -0.282601 -0.00177543 0.241878 -0.240571 0.38464 0.56895 -0.378952 internal_weight=0 143 122 103531 98971 4560 1927 300 1627 104 280 122 158 98943 433 413 104 2633 1523 1490 2598 2491 69 2422 98510 98473 309 98272 98 201 78 57 107 internal_count=103674 143 122 103531 98971 4560 1927 300 1627 104 280 122 158 98943 433 413 104 2633 1523 1490 2598 2491 69 2422 98510 98473 309 98272 98 201 78 57 107 cat_boundaries=0 5 6 11 17 22 cat_threshold=1073774592 32770 4360 164104 2147500032 124 0 0 0 131328 2147483648 1048576 0 512 0 0 1024 0 0 0 131072 2147483648 is_linear=0 shrinkage=0.01 Tree=421 num_leaves=32 num_cat=5 split_feature=4 2 2 25 3 24 2 2 25 1 2 6 4 22 2 0 25 2 2 4 25 1 2 15 2 16 1 14 5 4 4 split_gain=380848 1.83672e+06 185988 152885 406364 381718 424294 4.48706e+06 495872 485978 928370 375945 496547 204360 188392 324114 219370 244840 162379 179788 142253 127957 122351 119725 112905 112106 103957 72670.8 71423.7 60427.5 20644.1 threshold=904.34825000000012 362.00600000000003 49.853800000000007 0 1439.8675000000001 1 51.871000000000009 58.463080000000005 2 414.53600000000012 436.65050000000002 769.5200000000001 4.4316985000000004 50.667500000000011 381.19000000000005 658.11750000000018 3 505.12500000000006 28.693750000000005 194.61300000000003 4 174.76450000000003 362.00600000000003 515.82800000000009 290.26516000000009 348.30332000000004 147.65000000000003 228.56250000000003 165.05000000000004 1086.5100000000002 1468.3681000000001 decision_type=2 2 2 9 2 1 2 2 9 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=3 2 28 5 14 6 8 -8 -1 10 -9 13 -13 20 22 16 17 -16 19 -10 -7 -18 25 -22 -11 26 -5 -27 29 -2 -31 right_child=1 -3 -4 4 -6 11 7 9 18 24 -12 12 -14 -15 15 -17 21 -19 -20 -21 23 -23 -24 -25 -26 27 -28 -29 -30 30 -32 leaf_value=0.73664552763888713 -0.35580510048639208 3.2480817703973681 -0.74275046229362485 -0.0030579768337489826 1.2019306669064931 -0.37034837301435142 5.0855607109069823 0.011289858149958181 0.048211835652672237 -0.26522160530090333 1.4836676942450659 -0.19945167398452759 2.0021944309416275 -0.93664528100788591 -0.48551289419974047 -1.4543369979858398 -0.18893746122059571 0.57524416794107391 -0.64182076988798198 0.69709028309041798 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1627 280 238 2633 41 2592 98943 433 413 104 1523 1490 2567 309 98510 2461 42 98473 98272 201 98 78 57 cat_boundaries=0 5 6 11 17 22 cat_threshold=1073774592 32770 4360 164104 2147500032 124 0 0 0 131328 2147483648 1048576 0 512 0 0 1024 0 0 0 131072 2147483648 is_linear=0 shrinkage=0.01 Tree=422 num_leaves=35 num_cat=4 split_feature=4 2 2 25 3 24 2 2 25 26 1 2 2 0 25 2 20 5 3 0 5 5 2 4 1 2 2 16 11 7 4 14 4 5 split_gain=373268 1.80017e+06 182287 149884 398277 374334 415758 4.39777e+06 486933 816416 476307 909895 184643 317664 215004 239968 179774 201915 870296 192484 315239 182867 159148 176211 125411 119917 110658 110283 101029 76656.5 69339 40035.3 15303.9 1857.59 threshold=904.34825000000012 362.00600000000003 49.853800000000007 0 1439.8675000000001 1 51.871000000000009 58.463080000000005 2 2022.5000000000002 414.53600000000012 436.65050000000002 381.19000000000005 658.11750000000018 3 505.12500000000006 256.18250000000006 606.07650000000001 108.75750000000001 538.27200000000016 4.440100000000001 298.26650000000006 28.693750000000005 194.61300000000003 174.76450000000003 362.00600000000003 290.26516000000009 518.28800000000012 1085.9700000000003 23.075750000000003 1086.5100000000002 109.13000000000001 1468.3681000000001 883.10000000000014 decision_type=2 2 2 9 2 1 2 2 9 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 29 5 12 6 8 -8 9 -1 11 -9 25 14 15 -14 17 19 33 21 -21 -7 23 -10 -16 27 -12 28 -5 30 -2 -29 -32 -19 right_child=1 -3 -4 4 -6 16 7 10 22 -11 26 -13 13 -15 24 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 31 -30 -31 32 -33 -34 -35 leaf_value=1.7208802448272706 -0.11252650232542129 3.2156010119120282 -0.73532295823097227 -0.0017004810925987848 1.1899113873418954 -0.025428399547887774 5.0347049694061283 0.011176958804602151 0.047729712665534454 -0.052454297454268842 -0.26256940221786501 1.4688310051815849 -0.4806577714796989 -1.4397935981750487 -0.18704808229662806 0.56949172547214655 -0.73356820360251829 -0.40742529392242433 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98943 433 413 104 2633 2598 68 2530 65 2465 1523 1490 309 98510 42 98473 98373 98 78 100 57 43 internal_count=103674 143 122 103531 98971 4560 1927 300 1627 104 280 238 98943 433 413 104 2633 2598 68 2530 65 2465 1523 1490 309 98510 42 98473 98373 98 78 100 57 43 cat_boundaries=0 5 6 11 17 cat_threshold=1073774592 32770 4360 164104 2147500032 124 0 0 0 131328 2147483648 1048576 0 512 0 0 1024 is_linear=0 shrinkage=0.01 Tree=423 num_leaves=35 num_cat=10 split_feature=4 6 25 24 8 6 4 4 25 26 22 0 24 5 8 25 9 1 25 9 12 24 5 10 25 25 24 5 8 5 0 13 11 26 split_gain=365840 1.62721e+06 146905 414859 400935 347495 509536 308703 286341 652195 197437 186079 181191 175605 173752 139716 109976 104403 370751 483718 284163 336233 102095 226082 180565 95575.1 389866 93420.4 75507.1 71803.3 67692.8 65264.1 44807.4 42981.5 threshold=904.34825000000012 345.35355000000004 0 1 8.8831000000000007 769.5200000000001 4.4316985000000004 236.10250000000005 2 2022.5000000000002 50.667500000000011 883.10000000000014 3 1424.6500000000003 619.25400000000013 4 79.745000000000019 147.65000000000003 5 287.97507150000007 521.05947000000003 6 62.070000000000014 617.48075000000006 7 8 9 165.05000000000004 796.15000000000009 190.33000000000001 6.0153410000000012 130.15260000000004 16.187000000000005 2022.5000000000002 decision_type=2 2 9 1 2 2 2 2 9 2 2 2 1 2 2 9 2 2 9 2 2 1 2 2 9 9 1 2 2 2 2 2 2 2 left_child=2 16 3 4 8 10 -7 27 9 -1 14 12 -10 17 15 -5 30 22 20 29 21 -19 25 24 -24 26 -4 31 -27 -20 33 -6 -16 -2 right_child=1 -3 13 5 7 6 -8 -9 11 -11 -12 -13 -14 -15 32 -17 -18 18 19 -21 -22 -23 23 -25 -26 28 -28 -29 -30 -31 -32 -33 -34 -35 leaf_value=1.5510672799596248 0.4077085761513029 3.1515585689544681 0.35335407309884193 -0.0035872582061484905 -0.1869901755587621 -0.19761042898351494 1.9801024255298432 0.66437123414241916 0.37937271283792728 -0.0252501341012808 -0.92474151787757874 1.1157725960867746 0.1135720352396033 -0.84059216041564944 0.93281979924156566 -0.18089947599760245 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internal_weight=0 143 103531 4718 1994 2724 43 228 1766 105 2681 1661 1640 98813 2656 2614 123 98788 1683 735 948 924 97105 2772 2750 94333 811 195 93522 714 102 162 42 74 internal_count=103674 143 103531 4718 1994 2724 43 228 1766 105 2681 1661 1640 98813 2656 2614 123 98788 1683 735 948 924 97105 2772 2750 94333 811 195 93522 714 102 162 42 74 cat_boundaries=0 5 6 11 12 17 23 24 28 34 35 cat_threshold=1073774592 32770 4360 164104 2147500048 124 0 0 0 131328 2147483648 8 1073774592 2 4360 0 16384 103810052 536871040 8454752 35651584 536870980 1024 2371 369098752 2449490064 268500992 100663296 256 536870912 0 134217760 524288 1 130 is_linear=0 shrinkage=0.01 Tree=424 num_leaves=39 num_cat=5 split_feature=4 2 2 25 24 2 2 26 25 26 9 1 6 4 2 25 22 2 18 25 1 8 7 0 2 1 2 10 6 2 7 4 6 19 15 14 7 4 split_gain=358559 1.75588e+06 180791 143987 443180 433131 4.28045e+06 549005 455862 785784 392296 365887 315605 529724 272775 194732 192685 155303 320952 222372 518030 153895 141931 137271 131914 112173 171360 81955.8 379888 76729.4 76611.1 67677.5 65693.9 65137.6 183924 124740 55124.7 14834.3 threshold=904.34825000000012 362.00600000000003 49.853800000000007 0 1 51.871000000000009 58.463080000000005 2022.5000000000002 2 2022.5000000000002 396.91800000000006 511.57525000000004 769.5200000000001 4.4316985000000004 436.65050000000002 3 50.667500000000011 381.19000000000005 130.56500000000003 4 365.42300000000006 619.25400000000013 769.5200000000001 8.0730000000000022 362.00600000000003 174.76450000000003 1054.5000000000002 522.5150000000001 228.27997500000004 22.153894000000005 23.075750000000003 1086.5100000000002 15.109500000000002 382.22200000000004 100.77500000000002 766.49265000000003 7.2820540000000014 1468.3681000000001 decision_type=2 2 2 9 1 2 2 2 9 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 30 4 5 8 -7 14 9 -1 15 -9 16 -14 -8 -10 21 24 19 20 23 22 -6 -19 27 26 -21 33 36 -23 31 -2 -27 35 -35 -5 -29 -33 right_child=1 -3 -4 17 12 6 7 11 10 -11 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33 31 36 40 35 100 29 20 20 29 22 73 21 53 20 28 leaf_count=50 21 21 24 97764 2743 20 92 145 829 54 26 20 23 21 33 849 25 57 20 204 20 23 33 31 36 40 35 100 29 20 20 29 22 73 21 53 20 28 internal_value=0 0.5011 0.041363 1.38864e-05 0.0522777 0.161824 0.507943 0.199354 0.103373 0.715985 0.0614218 -0.179352 -0.0283425 0.812009 0.699246 0.0428952 -0.0414434 -0.00264664 -0.192498 -0.132014 0.246508 -0.033692 -0.0428878 -0.0608384 -0.00181664 -0.267143 -0.177695 -0.00203883 0.232312 0.559971 0.231866 0.373445 -0.65504 -0.00239547 0.260718 -0.00264831 -0.0159116 0.552237 internal_weight=0 143 122 103531 5006 2118 310 290 1808 104 1704 165 2888 44 125 1678 2844 98525 429 409 108 2819 2776 88 98096 301 239 98060 149 43 98 78 62 97911 94 97817 120 57 internal_count=103674 143 122 103531 5006 2118 310 290 1808 104 1704 165 2888 44 125 1678 2844 98525 429 409 108 2819 2776 88 98096 301 239 98060 149 43 98 78 62 97911 94 97817 120 57 cat_boundaries=0 5 6 11 16 22 cat_threshold=1073774592 32770 4360 164104 2148024336 124 0 0 0 131328 2147483648 32768 2 0 0 524288 1048576 0 512 0 0 1024 is_linear=0 shrinkage=0.01 Tree=425 num_leaves=32 num_cat=2 split_feature=13 6 11 5 6 0 25 8 5 1 5 12 4 5 4 6 8 5 0 3 2 1 25 8 12 5 4 11 5 13 5 split_gain=175706 592959 238005 224249 1.52198e+06 214091 117869 231962 588086 432040 457226 400749 173941 143338 242616 216498 168368 165919 140891 137756 143044 307679 119729 103582 76661.6 278367 56226.1 30334.6 21336 8728.97 2.18857 threshold=419.83380000000005 550.73124000000007 245.62500000000003 1062.3775000000003 264.01000000000005 211.376 0 14.958500000000001 543.52500000000009 470.21364 13.506000000000002 164.49524000000002 1468.3681000000001 178.71625000000003 130.1901 166.61000000000004 75.339000000000013 93.893500000000017 438.09750000000008 1439.8675000000001 505.12500000000006 602.65050000000008 1 329.14500000000004 4.3550000000000004 96.211500000000015 76.322500000000005 45.945048000000007 13.08825 1060.8775000000003 1424.6500000000003 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=3 2 5 6 26 24 7 8 9 11 -11 -1 19 14 17 -16 -15 -9 -18 20 22 -22 -8 -4 25 29 30 28 -26 -2 -5 right_child=1 -3 23 4 -6 -7 12 13 -10 10 -12 -13 -14 16 15 -17 18 -19 -20 -21 21 -23 -24 -25 27 -27 -28 -29 -30 -31 -32 leaf_value=0.035585434824963839 -0.1496954071387816 -1.7509235998988153 0.96064781977580138 -0.33530637882373954 2.9365374298095701 -1.1173816321372987 -0.16036248340766299 -0.24579536553739303 1.5563851554305463 0.31096853543841652 1.9092992881774902 0.75279761397838596 0.74626941373271327 -1.2826289720535278 0.13307878195070752 1.360675799369812 -0.078194366479531319 0.49313066722715604 -0.98430748939514168 0.66359598375135842 -0.32023617221375383 0.93759067535400398 -0.0017133960285293482 0.0034102602005004886 -0.053100828087848162 1.0600566064743768 0.28588565540313721 -0.73644848787784578 -0.47513038959503179 -0.36823572656382686 -0.33131612386022297 leaf_weight=2978 89 24 26 27 20 25 468 286 27 63 25 80 31 20 51 20 78 34 22 31 263 21 98576 20 23 21 20 20 25 23 28 leaf_count=2978 89 24 26 27 20 25 468 286 27 63 25 80 31 20 51 20 78 34 22 31 263 21 98576 20 23 21 20 20 25 23 28 internal_value=0 -0.24416 -0.11121 -0.000171297 0.485456 -0.244665 -0.000618884 0.0548474 0.0868399 0.0742278 0.76504 0.0543483 -0.00268005 -0.142734 -0.0499501 0.478881 -0.445054 -0.167284 -0.277539 -0.00291399 -0.00312201 -0.227228 -0.0024794 0.544458 -0.136118 0.00352538 -0.168165 -0.409243 -0.272908 -0.194574 -0.333275 internal_weight=0 296 272 103169 95 226 103074 3684 3173 3146 88 3058 99390 511 391 71 120 320 100 99359 99328 284 99044 46 201 133 75 68 48 112 55 internal_count=103465 296 272 103169 95 226 103074 3684 3173 3146 88 3058 99390 511 391 71 120 320 100 99359 99328 284 99044 46 201 133 75 68 48 112 55 cat_boundaries=0 6 11 cat_threshold=1073774592 4194304 4096 4333568 2281701392 512 0 0 0 296 524320 is_linear=0 shrinkage=0.01 Tree=426 num_leaves=25 num_cat=3 split_feature=13 6 16 6 10 10 5 1 1 9 3 1 5 12 8 10 25 24 25 10 8 4 8 14 split_gain=172209 581159 270223 141819 449483 468893 647774 327652 350241 665176 316210 177357 160395 120774 108818 248407 106752 149903 98869.2 79087.1 133843 140414 75534.1 33824.8 threshold=419.83380000000005 550.73124000000007 1079.5035000000003 53.40420000000001 400.0485000000001 483.25025000000005 356.30640000000005 891.44875000000013 543.52500000000009 33.95900000000001 603.67000000000019 1449.0631000000001 123.21700000000001 871.41750000000013 395.78950000000003 450.66846000000004 0 1 2 181.65750000000006 24.233250000000005 36.263500000000001 5.9884000000000013 176.64975000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 9 2 2 2 2 2 left_child=2 14 3 11 7 -6 12 8 10 -10 -5 13 -7 16 15 19 17 -1 -18 20 23 -22 -15 -2 right_child=1 -3 -4 4 5 6 -8 -9 9 -11 -12 -13 -14 22 -16 -17 18 -19 -20 -21 21 -23 -24 -25 leaf_value=0.14411306088059037 -0.15958188724896263 -1.733414351840814 0.89118431315702551 0.048884113214592538 1.9969701528549195 0.21059589943987259 1.9422037963867189 -1.1235886078079542 2.2222070478257678 -0.23941311297209367 -0.76000988897620414 0.699028453098403 -0.8586302032470704 -0.17707561060786248 -0.75306028703848527 1.0207078895568846 0.23087030486746149 -0.25031800448257019 -0.0024200908441373093 -0.62949134703340204 -0.067727248509724933 0.99842869006452106 -0.92081870360807938 -0.5845455295389349 leaf_weight=125 126 24 34 3520 22 47 20 24 21 23 49 36 20 36 24 20 172 364 98634 29 30 21 22 22 leaf_count=125 126 24 34 3520 22 47 20 24 21 23 49 36 20 36 24 20 172 364 98634 29 30 21 22 22 internal_value=0 -0.241718 -0.000169741 -0.000463589 0.0599381 0.692686 0.362868 0.0409748 0.0487106 0.935451 0.0377785 -0.00274015 -0.108576 -0.00299443 -0.110098 -0.0478759 -0.00272796 -0.148625 -0.00199066 -0.141611 -0.0705132 0.371278 -0.459185 -0.222752 internal_weight=0 296 103169 103135 3746 109 87 3637 3613 44 3569 99389 67 99353 272 248 99295 489 98806 228 199 51 58 148 internal_count=103465 296 103169 103135 3746 109 87 3637 3613 44 3569 99389 67 99353 272 248 99295 489 98806 228 199 51 58 148 cat_boundaries=0 5 6 11 cat_threshold=0 0 4096 296 524320 2114 0 0 0 131072 2147483648 is_linear=0 shrinkage=0.01 Tree=427 num_leaves=25 num_cat=2 split_feature=13 6 16 11 16 6 10 10 5 1 1 9 3 1 5 5 12 25 8 25 8 2 2 3 split_gain=168782 569594 264846 231970 287174 138996 440538 459562 634883 321132 343271 651939 309917 173827 157204 123995 118371 104659 100433 97008.2 74031 64155 94994.3 27799.5 threshold=419.83380000000005 550.73124000000007 1079.5035000000003 245.62500000000003 164.10395400000004 53.40420000000001 400.0485000000001 483.25025000000005 356.30640000000005 891.44875000000013 543.52500000000009 33.95900000000001 603.67000000000019 1449.0631000000001 123.21700000000001 240.04000000000002 871.41750000000013 0 329.14500000000004 1 5.9884000000000013 153.80460000000002 18.363000000000003 1.9549000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 left_child=2 3 5 4 15 13 9 -8 14 10 12 -12 -7 16 -9 21 17 23 -5 -19 -18 22 -2 -1 right_child=1 -3 -4 18 -6 6 7 8 -10 -11 11 -13 -14 -15 -16 -17 20 19 -20 -21 -22 -23 -24 -25 leaf_value=-0.13459888782582557 -0.19789394542574884 -1.7160801998774211 0.88227250772364008 0.9481188986393122 -1.046402766027966 0.048395272499378986 1.9770004424181853 0.2084899553339532 1.9227817230224611 -1.1123527189095814 2.1999850107374646 -0.23701895423557451 -0.7524097909002887 0.69203817493385744 -0.85004390525817874 0.66153033149242402 -0.1753048570205768 0.22868846521272765 0.0055459365844726565 -0.0023958923244026169 -0.91161053657531743 -0.68838256654285246 0.54317692232131964 -0.51528883743286136 leaf_weight=469 128 24 34 26 37 3520 22 47 20 24 21 23 49 36 20 20 36 172 20 98634 22 21 20 20 leaf_count=469 128 24 34 26 37 3520 22 47 20 24 21 23 49 36 20 20 36 172 20 98634 22 21 20 20 internal_value=0 -0.239301 -0.000167925 -0.108997 -0.240749 -0.000458835 0.0593387 0.68576 0.359239 0.040565 0.0482235 0.926097 0.0374008 -0.00271262 -0.10749 -0.0830281 -0.00296436 -0.00270056 0.538305 -0.00197052 -0.454593 -0.171142 -0.0977492 -0.14716 internal_weight=0 296 103169 272 226 103135 3746 109 87 3637 3613 44 3569 99389 67 189 99353 99295 46 98806 58 169 148 489 internal_count=103465 296 103169 272 226 103135 3746 109 87 3637 3613 44 3569 99389 67 189 99353 99295 46 98806 58 169 148 489 cat_boundaries=0 5 10 cat_threshold=0 0 4096 296 524320 0 0 0 131072 2147483648 is_linear=0 shrinkage=0.01 Tree=428 num_leaves=19 num_cat=1 split_feature=13 6 16 11 16 6 5 14 1 10 0 25 1 2 5 8 2 2 split_gain=165424 558259 259575 227354 281460 136229 434674 400662 369070 360094 333230 177218 170308 169335 121527 98434.2 62878.3 93104 threshold=419.83380000000005 550.73124000000007 1079.5035000000003 245.62500000000003 164.10395400000004 53.40420000000001 1062.3775000000003 766.49265000000003 891.44875000000013 400.0485000000001 1438.4900000000002 0 1449.0631000000001 1054.5000000000002 240.04000000000002 329.14500000000004 153.80460000000002 18.363000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=2 3 5 4 14 10 7 8 9 -7 11 -1 13 -13 16 -5 17 -2 right_child=1 -3 -4 15 -6 6 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 leaf_value=-0.34654817059834797 -0.1959150041639805 -1.698919402162234 0.8734497552759507 0.93863770713026717 -1.03593873297846 0.034994543492606472 1.4602407940951261 1.3383572582403818 -1.0625404807726542 0.65878818115435156 0.83913641488298452 -0.0024399197020143295 0.68511776291661786 -0.45985317945480347 0.65491504931449895 0.0054904994964599611 -0.68149874187651138 0.53774515056610106 leaf_weight=140 128 24 34 26 37 3575 22 24 30 95 47 99085 36 81 20 20 21 20 leaf_count=140 128 24 34 26 37 3575 22 24 30 95 47 99085 36 81 20 20 21 20 internal_value=0 -0.236908 -0.000166027 -0.107907 -0.238341 -0.000454027 0.0587453 0.0504658 0.0421119 0.0511418 -0.00268527 -0.00308355 -0.00256363 -0.00281354 -0.0821978 0.532922 -0.16943 -0.0967717 internal_weight=0 296 103169 272 226 103135 3746 3724 3700 3670 99389 99342 99202 99166 189 46 169 148 internal_count=103465 296 103169 272 226 103135 3746 3724 3700 3670 99389 99342 99202 99166 189 46 169 148 cat_boundaries=0 5 cat_threshold=0 0 4096 256 32 is_linear=0 shrinkage=0.01 Tree=429 num_leaves=24 num_cat=2 split_feature=18 1 5 7 12 5 1 24 2 2 2 9 3 14 25 16 1 0 2 11 18 5 18 split_gain=163419 306156 278800 684765 149977 244591 140759 598495 546035 383832 321596 161613 115736 97199 96731.5 80618.5 62222.5 59840.6 74772.2 52241.7 31460.9 2882.26 1538.94 threshold=527.79000000000008 159.97720000000004 1062.3775000000003 46.190000000000005 871.41750000000013 160.32750000000001 470.21364 0 408.041 221.81325000000004 1054.5000000000002 137.55900000000003 160.46250000000003 1358.5175000000004 1 86.455000000000027 16.660407500000005 24.195078500000005 1432.0500000000002 0.45700000000000007 887.50750000000005 1424.6500000000003 645.11550000000022 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=2 15 4 16 6 19 10 8 9 -8 13 12 -9 14 -1 20 21 18 -12 -6 22 -4 -2 right_child=1 -3 3 -5 5 -7 7 11 -10 -11 17 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.04993186313125305 -0.056087407708168037 -1.5089707527160645 0.36571306590376235 2.1856747364997866 -0.32598099157577609 -1.3900284297466277 0.53246579290163232 -0.17176233297013965 1.722629512443262 -0.73437049635819018 -0.81211925717194877 -0.76394542801074494 0.43647802302711891 -0.63718532323837285 -0.0025789805375997627 -0.6864725098609924 -0.31833524982134503 -1.026504248380661 -0.13614477899339464 0.28736129579089936 0.34723553007299252 0.21188246954055059 -0.17728925098072398 leaf_weight=3627 20 20 29 20 41 20 164 177 34 28 30 39 38 24 98964 20 24 24 36 21 22 21 22 leaf_count=3627 20 20 29 20 41 20 164 177 34 28 30 39 38 24 98964 20 24 24 36 21 22 21 22 internal_value=0 -0.397036 -0.000436566 0.543922 -0.000932075 -0.428429 -0.000592348 0.170254 0.531065 0.347719 -0.00139081 -0.165188 -0.0642594 -0.000866757 -0.000717898 -0.13229 0.100205 -0.598899 -0.443406 -0.118236 0.0408917 0.301104 -0.119574 internal_weight=0 104 103361 94 103267 82 103185 480 226 192 102705 254 215 102615 102591 84 74 90 66 62 64 50 42 internal_count=103465 104 103361 94 103267 82 103185 480 226 192 102705 254 215 102615 102591 84 74 90 66 62 64 50 42 cat_boundaries=0 1 7 cat_threshold=1475 1073774592 4194306 4096 5373952 2281701392 512 is_linear=0 shrinkage=0.01 Tree=430 num_leaves=25 num_cat=4 split_feature=25 24 25 14 20 14 20 6 4 6 2 3 11 1 0 2 2 25 2 26 3 26 11 26 split_gain=429287 223878 161748 680059 335782 254197 190004 585466 197273 399732 262890 125553 106165 134135 206240 195119 130958 70799.2 63443.8 24679.3 21528.5 12341.8 7590.88 48.5981 threshold=0 1 2 766.49265000000003 221.22225 873.74500000000012 38.592000000000006 56.108500000000006 553.21400000000006 163.44010000000003 381.19000000000005 1077.3535000000002 671.11374000000012 891.44875000000013 55.204000000000015 1054.5000000000002 83.305000000000021 3 47.229000000000006 2022.5000000000002 1439.8675000000001 2022.5000000000002 901.21050000000014 2022.5000000000002 decision_type=9 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 19 3 4 6 11 8 -8 10 -10 -2 12 13 15 -15 -4 22 23 -6 -1 -13 -19 -14 -3 right_child=2 17 5 -5 18 -7 7 -9 9 -11 -12 20 16 14 -16 -17 -18 21 -20 -21 -22 -23 -24 -25 leaf_value=-0.86651462999979656 0.038834417411672553 -0.001939349119690643 -0.0028414909278517394 1.4815544278693922 -0.46314721394668928 -0.76315625244920915 -0.13394247187508476 1.9999798886775972 0.039278963327407837 -1.20635070066703 0.41700353587301153 0.31228346109390259 -0.25411314620574316 0.030420824556934591 1.1188825123398392 -0.62769306440353401 -1.0386366584187463 -0.39247196475228108 -1.2315837381567274 -0.57723485749343351 0.74536386300217017 -0.22866385049717403 -0.041324647853248998 -0.012773389635206777 leaf_weight=60 5655 87 96551 33 22 44 36 20 80 38 190 24 30 49 27 50 21 91 21 58 22 93 38 79 leaf_count=60 5655 87 96551 33 22 44 36 20 80 38 190 24 30 49 27 50 21 91 21 58 22 93 38 79 internal_value=0 -0.300479 -0.000102635 0.0498209 0.0421091 -0.00324907 0.0483997 0.628173 0.0429549 -0.361856 0.0511273 -0.00290403 -0.00315233 -0.00283452 0.417111 -0.00316491 -0.348372 -0.161551 -0.83843 -0.667738 0.519409 -0.293715 -0.135202 -0.00669217 internal_weight=0 468 102951 6095 6062 96856 6019 56 5963 118 5845 96812 96766 96677 76 96601 89 350 43 118 46 184 68 166 internal_count=103419 468 102951 6095 6062 96856 6019 56 5963 118 5845 96812 96766 96677 76 96601 89 350 43 118 46 184 68 166 cat_boundaries=0 5 6 12 14 cat_threshold=0 536870912 0 131328 2147483648 76 1073774592 16514 4104 139493416 524320 129 0 536870912 is_linear=0 shrinkage=0.01 Tree=431 num_leaves=18 num_cat=1 split_feature=12 8 4 2 6 10 24 18 4 0 0 8 12 5 26 4 26 split_gain=119600 117210 123116 301901 140072 401150 235135 330848 251679 131210 119740 223422 160500 68110.4 73243.4 27870.2 2036.54 threshold=1362.4500000000003 1449.0631000000001 904.34825000000012 362.00600000000003 187.61750000000004 897.08550000000014 0 86.069675000000004 422.08750000000003 1438.4900000000002 272.97600000000006 263.08125000000007 1040.4400000000003 284.54000000000008 2022.5000000000002 1468.3681000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 13 9 6 8 -8 -6 10 12 -12 -1 14 -4 -16 -11 right_child=-2 -3 3 -5 5 -7 7 -9 -10 16 11 -13 -14 -15 15 -17 -18 leaf_value=-0.0018182965386846414 -0.67962241972295134 0.56919502576192227 0.12611896343347503 -1.3439176857989767 -0.063586259071122517 1.4104464091166207 0.21401192213664222 -0.57925407835415432 -1.0831430574563834 0.45858185063237727 -0.076011966275467593 -0.71749043739561369 0.87250669025239491 0.43909106159210204 -0.25826685428619384 -0.70550906094637778 0.59026382903258001 leaf_weight=100920 26 36 41 23 352 23 860 56 26 23 850 58 21 20 38 22 24 leaf_count=100920 26 36 41 23 352 23 860 56 26 23 850 58 21 20 38 22 24 internal_value=0 -0.00130555 -0.00150426 -0.2937 -0.00109659 0.101373 0.0781051 0.163728 -0.130268 -0.00242101 -0.00266477 -0.116987 -0.0016364 -0.0940714 -0.199648 -0.422256 0.525824 internal_weight=0 103393 103357 144 103213 1317 1294 916 378 101896 101849 908 100941 121 101 60 47 internal_count=103419 103393 103357 144 103213 1317 1294 916 378 101896 101849 908 100941 121 101 60 47 cat_boundaries=0 1 cat_threshold=216 is_linear=0 shrinkage=0.01 Tree=432 num_leaves=25 num_cat=5 split_feature=25 24 25 14 20 14 20 6 24 2 2 3 11 1 0 2 2 25 2 26 3 26 11 26 split_gain=420876 219432 158466 666746 328532 248674 186437 573665 182148 716290 259622 123589 103882 131368 202698 191414 128194 69409.7 61998.6 24225.5 21101.3 12125.3 7470.78 45.949 threshold=0 1 2 766.49265000000003 221.22225 873.74500000000012 38.592000000000006 56.108500000000006 3 1054.5000000000002 654.54975000000002 1077.3535000000002 671.11374000000012 891.44875000000013 55.204000000000015 1054.5000000000002 83.305000000000021 4 47.229000000000006 2022.5000000000002 1439.8675000000001 2022.5000000000002 901.21050000000014 2022.5000000000002 decision_type=9 1 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 19 3 4 6 11 8 -8 9 -2 -10 12 13 15 -15 -4 22 23 -6 -1 -13 -19 -14 -3 right_child=2 17 5 -5 18 -7 7 -9 10 -11 -12 20 16 14 -16 -17 -18 21 -20 -21 -22 -23 -24 -25 leaf_value=-0.85800268332163498 0.084277400744076442 -0.0020169100268133755 -0.0027983155129501871 1.4669785326177425 -0.458306132636287 -0.75480676878582342 -0.13217718561490377 1.9801292662620547 2.2299021472282307e-05 1.855864717649377 -0.68735200371061056 0.3102929080526034 -0.25165239961942037 0.029444802342628945 1.1085195053948298 -0.62168965263366704 -1.0275371868127869 -0.38869423929151603 -1.2179395512597901 -0.57139532187889364 0.73905546036633585 -0.22632915258407593 -0.040553993190589707 -0.01255153112773654 leaf_weight=60 2958 87 96551 33 22 44 36 20 2926 23 56 24 30 49 27 50 21 91 21 58 22 93 38 79 leaf_count=60 2958 87 96551 33 22 44 36 20 2926 23 56 24 30 49 27 50 21 91 21 58 22 93 38 79 internal_value=0 -0.297506 -8.66344e-05 0.0493278 0.0416918 -0.00320098 0.0479141 0.622218 0.0425207 0.0976187 -0.0128431 -0.00285971 -0.00310606 -0.00279169 0.4128 -0.00311865 -0.344594 -0.159963 -0.82929 -0.661102 0.515353 -0.290824 -0.133686 -0.00663092 internal_weight=0 468 102951 6095 6062 96856 6019 56 5963 2981 2982 96812 96766 96677 76 96601 89 350 43 118 46 184 68 166 internal_count=103419 468 102951 6095 6062 96856 6019 56 5963 2981 2982 96812 96766 96677 76 96601 89 350 43 118 46 184 68 166 cat_boundaries=0 5 6 12 13 15 cat_threshold=0 536870912 0 131328 2147483648 76 1073774592 16514 4104 139493416 524320 129 1148 0 536870912 is_linear=0 shrinkage=0.01 Tree=433 num_leaves=25 num_cat=6 split_feature=25 24 25 14 20 14 21 4 0 10 5 12 5 9 24 0 25 0 25 2 10 26 26 26 split_gain=412501 215066 155313 653478 321995 243725 185020 245298 336705 156331 967754 117880 106607 72284.6 71981.1 148018 140322 68467.9 68028.4 60764.8 29466.2 23743.4 11884 45.0347 threshold=0 1 2 766.49265000000003 221.22225 873.74500000000012 237.92250000000004 904.34825000000012 883.10000000000014 522.5150000000001 284.54000000000008 1040.4400000000003 6.5797500000000015 329.28675000000004 3 242.38250000000002 4 54.445500000000003 5 47.229000000000006 25.464445000000001 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 9 2 2 2 2 2 2 2 2 2 2 2 1 2 9 2 9 2 2 2 2 2 left_child=1 21 3 4 6 9 7 8 -2 11 13 14 -9 17 15 -4 -16 -11 23 -6 -7 -1 -20 -3 right_child=2 18 5 -5 19 20 -8 12 -10 10 -12 -13 -14 -15 16 -17 -18 -19 22 -21 -22 -23 -24 -25 leaf_value=-0.84942265701293951 0.042317755046439663 -0.0019967315936910697 -0.013220453954654338 1.4523087518865412 -0.45372306742451407 -0.51102327167987827 0.98443683669680637 -0.21266916521133916 0.7500514325674843 -0.035353427065743341 2.2074857885941217 -0.71916307760321574 -1.0809564482248746 -0.55244763374328609 0.031136487847127772 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4104 139493416 524320 129 2248 537986816 4358656 268959842 369107458 134218836 512 0 536870912 is_linear=0 shrinkage=0.01 Tree=434 num_leaves=26 num_cat=7 split_feature=25 24 25 14 21 4 14 19 2 6 10 5 12 9 24 25 25 25 16 6 10 26 26 4 26 split_gain=404292 210786 152222 640474 255651 284747 238875 211337 202353 168288 153220 948495 115534 70846.1 70549 137531 127103 66674.6 55676.6 31648 28879.8 23270.9 11647.5 2467.46 44.1384 threshold=0 1 2 766.49265000000003 284.41720000000004 904.34825000000012 873.74500000000012 167.73622500000002 381.19000000000005 8.0827500000000025 522.5150000000001 284.54000000000008 1040.4400000000003 329.28675000000004 3 4 5 6 7.9765000000000006 47.943000000000005 25.464445000000001 2022.5000000000002 2022.5000000000002 1468.3681000000001 2022.5000000000002 decision_type=9 1 9 2 2 2 2 2 2 2 2 2 2 2 1 9 9 9 2 2 2 2 2 2 2 left_child=1 21 3 4 5 7 10 8 -2 23 12 13 14 18 16 -16 -4 24 -12 -9 -8 -1 -19 -7 -3 right_child=2 17 6 -5 -6 9 20 19 -10 -11 11 -13 -14 -15 15 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.84092843055725097 0.038957783559374806 -0.0019767778769306755 -0.066421460227654147 1.4377856844121761 1.1695952615737915 -0.35239676237106327 -0.50591302275657657 -0.35980857457433429 0.353594554628966 -1.3973139052391053 0.19312744800861065 2.1854109055063002 -0.71197144311407345 -0.54692316509428485 0.030825347383781981 -0.0047408614413488618 -0.0075116373470074617 -0.38095922234294177 -0.37810799008324031 -0.82127606267514441 -1.0204338102340698 -0.56002455349626212 -0.22182519848628712 -0.19531516075134278 -0.012301758271229417 leaf_weight=60 5705 87 4205 33 20 20 24 42 212 20 91 23 23 21 13839 50578 28011 91 21 23 20 58 93 20 79 leaf_count=60 5705 87 4205 33 20 20 24 42 212 20 91 23 23 21 13839 50578 28011 91 21 23 20 58 93 20 79 internal_value=0 -0.291586 -8.48849e-05 0.0483461 0.0408621 0.0371258 -0.00313725 0.0440012 0.0502309 -0.648342 -0.00280278 0.310342 -0.00330818 -0.0139177 -0.00313951 0.00290359 -0.0152191 -0.15678 0.0860208 -0.523097 -0.739786 -0.647946 -0.285036 -0.273856 -0.00649897 internal_weight=0 468 102951 6095 6062 6042 96856 5982 5917 60 96812 156 96656 133 96633 64417 32216 350 112 65 44 118 184 40 166 internal_count=103419 468 102951 6095 6062 6042 96856 5982 5917 60 96812 156 96656 133 96633 64417 32216 350 112 65 44 118 184 40 166 cat_boundaries=0 5 6 12 13 19 24 26 cat_threshold=0 536870912 0 131328 2147483648 76 1073774592 16514 4104 139493416 524320 129 2248 537986816 4358656 268959842 369107458 134218836 512 1064964 4358144 268960310 301998594 167837848 0 536870912 is_linear=0 shrinkage=0.01 Tree=435 num_leaves=24 num_cat=5 split_feature=25 16 18 5 24 3 25 14 24 2 2 25 2 1 6 11 0 12 6 8 16 11 16 split_gain=530304 150977 145598 194928 144200 134084 121703 539663 363829 997990 3.8712e+06 804206 391670 1.69587e+06 201235 192994 315546 209846 178626 125221 64778.7 12490.3 1554.03 threshold=0 518.28800000000012 80.077500000000015 28.395500000000002 1 50.617500000000014 2 766.49265000000003 3 54.445500000000003 124.395 4 436.65050000000002 15.581850000000001 884.13250000000005 671.11374000000012 68.70218850000002 1040.4400000000003 1424.6500000000003 220.81250000000003 1079.5035000000003 1085.9700000000003 655.48225000000014 decision_type=9 2 2 2 1 2 9 2 1 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=4 6 3 20 -1 -4 7 8 9 11 -11 -2 14 -14 -10 17 21 18 19 -8 22 -17 -3 right_child=1 2 5 -5 -6 -7 15 -9 12 10 -12 -13 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.72165422167096827 0.70119382705425193 -0.15358473267406225 -0.2746093911474401 0.56787642975648245 -0.21124904228659236 -1.4059338175058367 -0.0022617657739737057 1.4908279081491325 -0.028258366459448764 4.999490866888137 0.10412746443067278 -0.12531946340384326 1.9414643018062299 -0.37825994893908499 0.79467820549011237 -0.0034863328668806289 -1.388427176613074 0.76212673213746818 -0.92367634682428279 0.12964289666208728 -0.82252501943837053 -0.26961840970762846 -0.25292937681078909 leaf_weight=109 153 32 22 30 160 20 98580 26 3124 21 70 418 52 80 30 45 26 36 21 725 23 29 31 leaf_count=109 153 32 22 30 160 20 98580 26 3124 21 70 418 52 80 30 45 26 36 21 725 23 29 31 internal_value=0 4.00318e-05 -0.308844 -0.126184 -0.43652 -0.813335 0.000511861 0.0547074 0.0453882 0.257345 1.23383 0.106231 0.00189823 0.535571 -0.0204308 -0.00165885 -0.440749 -0.00121711 -0.00149378 -0.00129876 -0.368298 -0.107781 -0.202469 internal_weight=0 103594 158 116 269 42 103436 3974 3948 662 91 571 3286 132 3154 99462 100 99362 99326 99305 86 74 63 internal_count=103863 103594 158 116 269 42 103436 3974 3948 662 91 571 3286 132 3154 99462 100 99362 99326 99305 86 74 63 cat_boundaries=0 5 6 12 13 17 cat_threshold=0 0 0 131072 2147483680 1039 1073774848 536871040 4096 138445064 0 128 10 1073741824 536870912 0 32768 is_linear=0 shrinkage=0.01 Tree=436 num_leaves=26 num_cat=6 split_feature=25 16 19 24 25 14 24 2 2 25 2 1 6 6 10 5 5 3 1 25 2 16 10 13 16 split_gain=520557 147973 161127 141614 119384 529711 379322 951457 3.81239e+06 1.00856e+06 380548 1.62513e+06 197172 174988 178832 449086 112877 110426 85302.2 423702 194370 67515.1 39787.6 12243.4 29.5099 threshold=0 518.28800000000012 167.73622500000002 1 2 766.49265000000003 3 54.445500000000003 124.395 4 436.65050000000002 15.581850000000001 884.13250000000005 1424.6500000000003 786.71250000000009 65.306500000000014 28.395500000000002 39.465500000000013 165.05000000000004 5 1054.5000000000002 1079.5035000000003 1092.2834 26.154750000000003 655.48225000000014 decision_type=9 2 2 1 9 2 1 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=3 4 16 -1 5 6 7 9 -9 -2 12 -12 -8 14 18 22 21 -18 20 -20 -6 23 -16 24 -3 right_child=1 2 -4 -5 13 -7 10 8 -10 -11 11 -13 -14 -15 15 -17 17 -19 19 -21 -22 -23 -24 -25 -26 leaf_value=-0.71504411521078159 0.93951372747661699 -0.13231612186878919 -1.1214106593813216 -0.20926082264675813 -0.0027350304290536098 1.475919591463529 -0.02766958692510051 4.94949617204212 0.099364145171474405 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99272 99251 80 137 42 99171 1530 97641 95 54 71 48 cat_boundaries=0 5 6 12 13 15 21 cat_threshold=0 0 0 131072 2147483680 1039 1342210304 536871040 4096 138445064 0 128 10 1342177280 536870912 68157440 16384 66152 35651586 536870980 1024 is_linear=0 shrinkage=0.01 Tree=437 num_leaves=18 num_cat=2 split_feature=25 26 22 16 10 6 18 5 25 14 1 6 17 3 16 10 16 split_gain=510990 185258 151717 117269 151055 457730 132290 227210 117868 520976 307600 141774 140771 100738 62298.6 35315.6 1502.7 threshold=0 2022.5000000000002 550.81750000000011 518.28800000000012 897.08550000000014 80.115250000000017 80.077500000000015 28.395500000000002 1 766.49265000000003 8.3602500000000024 1424.6500000000003 1009.0614800000001 47.126000000000012 1079.5035000000003 1439.8675000000001 655.48225000000014 decision_type=9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 8 15 7 14 9 10 -2 12 -10 -8 16 -6 -5 right_child=2 -3 -4 6 5 -7 13 -9 11 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.71177861623691796 0.093070098071394783 -0.18682916141774533 -0.71099908828735348 -0.14973168530646944 0.10092394828796387 1.4709682301112585 -0.26811917847394945 0.66313674240276732 -0.0018259325064865683 1.5228357275327049 -0.11821824777036105 -0.84368507289886485 0.83722021555900572 -1.2718019711971282 -0.80587203150210174 -0.40549373683475309 -0.24742179086131433 leaf_weight=132 3028 137 30 32 40 28 20 29 99336 24 892 20 20 20 23 21 31 leaf_count=132 3028 137 30 32 40 28 20 29 99336 24 892 20 20 20 23 21 31 internal_value=0 -0.428496 4.0715e-05 0.00024669 0.000658668 0.412457 -0.274606 -0.102309 0.000303944 0.0538477 0.0449912 -0.00182631 -0.00165704 -0.769961 -0.360425 -0.0734166 -0.197801 internal_weight=0 269 103594 103564 103409 89 155 115 103320 3944 3920 99376 99356 40 86 61 63 internal_count=103863 269 103594 103564 103409 89 155 115 103320 3944 3920 99376 99356 40 86 61 63 cat_boundaries=0 5 11 cat_threshold=0 0 0 131072 2147483680 1073774848 536871040 4096 138445064 0 128 is_linear=0 shrinkage=0.01 Tree=438 num_leaves=25 num_cat=0 split_feature=16 19 5 3 4 11 0 10 6 0 3 5 14 5 26 3 7 5 16 3 13 11 10 16 split_gain=154515 152324 115229 114190 239572 128517 307238 196026 673770 122028 295253 192952 130313 566811 114263 106667 103047 96845 68756.5 20359.4 11911 3765.18 2122.57 31.8433 threshold=518.28800000000012 167.73622500000002 28.395500000000002 1077.3535000000002 288.16557150000006 796.68750000000011 156.17100000000002 897.08550000000014 112.92600000000003 883.10000000000014 439.23750000000007 15.581850000000001 766.49265000000003 27.185999999999996 2022.5000000000002 39.465500000000013 32.041442500000009 764.58775000000003 1079.5035000000003 1439.8675000000001 26.154750000000003 1085.9700000000003 1439.8675000000001 655.48225000000014 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=3 2 18 5 14 7 16 9 22 12 11 -11 17 -14 -5 -4 21 -1 20 -16 23 -7 -9 -2 right_child=1 -3 15 4 -6 6 -8 8 -10 10 -12 -13 13 -15 19 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.00066914070617806051 -0.12928423799042191 -1.1042538318179902 0.77609460777044292 0.34594591316054846 -1.3172968511581422 0.094853741136090519 -1.1665490394830704 -0.015651716433073348 1.9418848925051482 0.30324537036765337 1.4090413537025452 -0.57304857134819032 -0.1876077675819397 1.6819740792115532 -0.62893819974816367 -0.23295830079100349 -0.61213591721924876 -0.24843585626988471 -0.79720702784402042 -0.20817881563435431 -0.39917072125103159 0.24796227034595278 -0.13577559719483057 -0.11276327177882195 leaf_weight=102996 28 21 20 34 20 29 32 38 23 117 20 32 50 24 23 22 22 158 28 23 23 36 24 20 leaf_count=102996 28 21 20 34 20 29 32 38 23 117 20 32 50 24 23 22 22 158 28 23 23 36 24 20 internal_value=0 -0.309694 -0.191356 -0.00061724 -0.338375 -0.000291222 -0.328732 8.64717e-05 0.480117 -0.000308149 0.268183 0.115048 -0.000747711 0.418743 -0.0936441 0.247543 -0.02057 -0.00104864 -0.377555 -0.418559 -0.212058 0.179652 -0.0621513 -0.122401 internal_weight=0 162 141 103701 100 103601 119 103482 85 103397 169 149 103228 74 80 42 87 103154 99 46 71 65 62 48 internal_count=103863 162 141 103701 100 103601 119 103482 85 103397 169 149 103228 74 80 42 87 103154 99 46 71 65 62 48 is_linear=0 shrinkage=0.01 Tree=439 num_leaves=26 num_cat=0 split_feature=16 19 5 3 4 11 0 0 12 17 26 2 2 3 5 26 3 16 4 11 11 3 16 16 11 split_gain=151440 149293 112936 111918 234805 125960 301124 128646 238222 188884 200473 125560 446778 130186 144633 111989 104545 67388.2 62166 44160.7 39005.6 19954.3 338.088 106.784 6.45063 threshold=518.28800000000012 167.73622500000002 28.395500000000002 1077.3535000000002 288.16557150000006 796.68750000000011 156.17100000000002 51.78475000000001 766.49265000000003 463.09500000000008 2022.5000000000002 1054.5000000000002 1432.0500000000002 670.0675 606.07650000000001 2022.5000000000002 39.465500000000013 1079.5035000000003 87.012500000000017 1429.7025000000001 1085.9700000000003 1439.8675000000001 614.20900000000017 799.08500000000015 901.21050000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 17 5 15 7 19 11 9 10 -9 13 -13 14 -1 -5 -4 22 -15 20 24 -17 -2 -24 -7 right_child=1 -3 16 4 -6 6 -8 8 -10 -11 -12 12 -14 18 -16 21 -18 -19 -20 -21 -22 -23 23 -25 -26 leaf_value=-0.0029215021387667467 -0.18033767521381378 -1.0932113054820469 0.76833365947008136 0.34248644988326471 -1.304123863220215 -0.055239555040995286 -1.1548835575580598 0.10278706707247479 1.0424171908696491 0.89403866731203518 -0.021661880208991385 1.2454089938893038 -0.34253257725689862 -0.23236623764038086 0.29892558904563854 -0.62264881382817805 -0.23062870310111477 -0.78923495905739927 -0.83877494031732736 -0.39618807289911351 0.48086894446611406 -0.20609698679136196 -0.24061237507422145 -0.21011137683283199 -0.047549899101257322 leaf_weight=97928 25 21 20 34 20 24 32 2548 24 26 2631 34 37 73 159 23 22 28 22 23 20 23 24 22 20 leaf_count=97928 25 21 20 34 20 24 32 2548 24 26 2631 34 37 73 159 23 22 28 22 23 20 23 24 22 20 internal_value=0 -0.306597 -0.189442 -0.000611067 -0.334991 -0.00028831 -0.325445 8.5607e-05 0.0484169 0.0438336 0.0395654 -0.00248657 0.41789 -0.00279057 -0.00243221 -0.0927077 0.245068 -0.373779 -0.372798 -0.0203643 0.114697 -0.414373 -0.209938 -0.226025 -0.0517443 internal_weight=0 162 141 103701 100 103601 119 103482 5229 5205 5179 98253 71 98182 98087 80 42 99 95 87 64 46 71 46 44 internal_count=103863 162 141 103701 100 103601 119 103482 5229 5205 5179 98253 71 98182 98087 80 42 99 95 87 64 46 71 46 44 is_linear=0 shrinkage=0.01 Tree=440 num_leaves=25 num_cat=7 split_feature=2 7 6 2 24 25 25 24 10 25 24 14 5 16 4 4 2 0 6 19 4 4 3 25 split_gain=283734 2.08591e+06 221145 130265 129463 347982 277509 1.29991e+06 244116 205696 212095 183380 426837 248569 147473 119313 155833 118681 163238 114303 81833 80640.1 65115.1 36561.9 threshold=873.74500000000012 419.53500000000003 1424.6500000000003 1432.0500000000002 0 1 2 3 1092.2834 4 5 766.49265000000003 16.325500000000002 1079.5035000000003 904.34825000000012 214.30459450000004 1054.5000000000002 367.42525000000006 153.80500000000004 183.82051000000004 553.21400000000006 553.21400000000006 6.6572445000000009 6 decision_type=2 2 2 2 1 9 9 1 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 9 left_child=2 3 4 15 5 14 7 -6 11 10 -7 13 -13 -8 19 16 -2 20 -19 21 -11 -1 -5 -12 right_child=1 -3 -4 22 6 9 8 -9 -10 17 23 12 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=-0.15546076021799857 -0.43675272960920597 3.4402557814642787 -0.75473586424803119 -0.061934519965073154 1.1432790095589378 0.5546148212067783 0.0027114831475742785 -0.35323814600706099 0.75713512914125303 -0.014645866336991987 0.18190684770282947 -0.018604934270991837 1.7496784238815308 1.0658124481547961 -1.0019472190311978 0.89388217029117401 0.42301226511293527 -0.1628250672462139 -1.1577363582849503 -0.84243940035502118 0.47630103083217845 0.48395732450485229 -0.75835049824714662 -0.054769528519575762 leaf_weight=1426 37 20 39 29 100 118 76874 118 43 23825 104 43 20 22 21 21 49 94 20 24 34 20 25 147 leaf_count=1426 37 20 39 29 100 118 76874 118 43 23825 104 43 20 22 21 21 49 94 20 24 34 20 25 147 internal_value=0 0.394417 -0.00185843 0.0160522 -0.00157351 -0.0209473 0.00490984 0.353273 0.00387785 -0.0118296 0.219338 0.00345748 0.542755 0.00301564 -0.168732 0.218124 0.0531134 -0.0154778 -0.337371 -0.157977 -0.0139462 -0.146617 -0.384349 0.0465079 internal_weight=0 181 103092 161 103053 25833 77220 218 77002 24342 369 76959 63 76896 1491 107 86 23973 114 1470 23859 1446 54 251 internal_count=103273 181 103092 161 103053 25833 77220 218 77002 24342 369 76959 63 76896 1491 107 86 23973 114 1470 23859 1446 54 251 cat_boundaries=0 1 6 11 12 16 17 21 cat_threshold=2184 1081344 536887298 136 135456 2148548640 0 0 4096 134348800 2147483680 1604 1073741952 0 0 3178496 8 0 0 0 1081344 is_linear=0 shrinkage=0.01 Tree=441 num_leaves=31 num_cat=7 split_feature=2 7 26 6 24 25 25 24 26 5 6 1 14 25 24 4 25 4 2 1 19 1 4 5 4 26 26 5 7 1 split_gain=278086 2.0444e+06 323078 216745 126870 341069 272532 1.2763e+06 814859 238132 694416 204110 590471 201915 208191 144538 139270 120185 118145 126351 112029 108425 184760 108809 79035.4 48295.9 43715.4 34190.4 29480.9 9652.19 threshold=873.74500000000012 419.53500000000003 2022.5000000000002 1424.6500000000003 0 1 2 3 2022.5000000000002 1062.3775000000003 22.153894000000005 365.42300000000006 307.11400000000009 4 5 904.34825000000012 6 255.87150000000005 1432.0500000000002 55.204000000000015 183.82051000000004 334.96500000000003 553.21400000000006 160.32750000000001 553.21400000000006 2022.5000000000002 2022.5000000000002 1424.6500000000003 5.0070000000000006 9.2110000000000021 decision_type=2 2 2 2 1 9 9 1 2 2 2 2 2 9 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 18 4 5 15 7 8 -6 11 27 16 -13 14 25 20 -8 29 19 -2 24 22 -15 -23 -1 -7 -9 -11 -16 -4 right_child=1 -3 17 -5 6 13 9 26 -10 10 -12 12 -14 21 28 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.15390615298340898 1.1768855730692547 3.4058533091545105 -0.53503205082151628 -0.74718850331428732 2.1857290780544281 0.40050695106631423 0.031149349690756063 -0.58216600222246995 0.37889264143430268 -0.32675135650634768 2.1592611980438234 0.12983063402098993 1.7712468984852665 -0.014668847332592983 0.08397318007671728 -0.99192775226774677 -0.0042272286319978434 0.27019560331106185 -0.10887876759404722 0.19173582040745282 -0.83401501099268605 -0.17177331994837661 0.74569300770759583 -0.93352392109957605 0.47911773920059203 0.80535659032955509 -0.19671559279964818 0.22796841049194336 -0.27792187576293947 -0.79905902719497679 leaf_weight=1426 30 20 45 39 48 61 13508 56 52 25 20 465 23 23792 226 21 62941 20 23 23 24 127 32 22 20 57 62 20 25 20 leaf_count=1426 30 20 45 39 48 61 13508 56 52 25 20 465 23 23792 226 21 62941 20 23 23 24 127 32 22 20 57 62 20 25 20 internal_value=0 0.390473 0.0158917 -0.00183842 -0.00155635 -0.0207352 0.00486177 0.350087 1.13289 0.00383907 0.608859 0.00332842 0.207192 -0.0117085 0.217325 -0.167045 0.00202709 -0.407691 0.489635 0.749368 -0.156397 -0.015323 -0.0136475 -0.284247 -0.145151 0.549502 -0.349982 -0.0802092 0.0460915 -0.616271 internal_weight=0 181 161 103092 103053 25833 77220 218 100 77002 65 76937 488 24342 369 1491 76449 85 76 53 1470 23973 23824 149 1446 118 118 45 251 65 internal_count=103273 181 161 103092 103053 25833 77220 218 100 77002 65 76937 488 24342 369 1491 76449 85 76 53 1470 23973 23824 149 1446 118 118 45 251 65 cat_boundaries=0 1 6 11 12 16 17 23 cat_threshold=2184 1081344 536887298 136 135456 2148548640 0 0 4096 134348800 2147483680 1604 1073741952 0 0 3178496 8 546308864 13009410 268435752 268444458 135275526 4353 is_linear=0 shrinkage=0.01 Tree=442 num_leaves=23 num_cat=3 split_feature=2 7 26 0 6 13 10 13 10 6 4 1 4 24 25 25 4 10 15 1 14 13 split_gain=272552 2.00372e+06 316649 213592 212432 186433 271826 149501 144009 549637 129006 158179 125993 118636 316498 234868 73799.1 62269.2 54673.9 18289.9 13601.5 883.047 threshold=873.74500000000012 419.53500000000003 2022.5000000000002 130.34875000000002 1424.6500000000003 544.68750000000011 279.94750000000005 94.788750000000007 897.08550000000014 80.115250000000017 1086.5100000000002 43.311250000000008 35.225292000000003 0 1 2 1468.3681000000001 1439.8675000000001 65.857500000000016 0.45700000000000007 22.994000000000003 766.49265000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 9 2 2 2 2 2 2 left_child=4 2 3 -2 5 8 12 19 10 17 13 16 20 14 -1 -15 -12 -10 -8 -4 21 -7 right_child=1 -3 7 -5 -6 6 18 -9 9 -11 11 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.16626116148198816 0.15716138451749628 3.3717947955131531 -0.53524055808089499 1.3426801327296667 -0.73971662863706922 -0.19657231101283321 -0.66783856827020649 0.3060800192572854 0.15302506097933141 1.6939319030443827 -0.1700884873526437 1.1622654938697816 0.38560141763171635 0.11631988121378324 -0.011829548411961068 0.001812219992431014 0.4840604479172651 -0.49706084044083304 -1.3984007226853143 -0.90127950251102451 -0.53682909011840818 -0.26921849508177148 leaf_weight=1394 55 20 43 21 39 27 20 22 41 24 35 20 37 1825 24329 75159 34 23 21 20 20 44 leaf_count=1394 55 20 43 21 39 27 20 22 41 24 35 20 37 1825 24329 75159 34 23 21 20 20 44 internal_value=0 0.386568 0.0157328 0.484739 -0.00182001 -0.00154076 -0.333406 -0.403614 -0.000995627 0.403364 -0.00134178 0.379216 -0.106425 -0.00167155 -0.02026 0.00454152 0.152246 -0.0805996 -1.04203 -0.651443 -0.30648 -0.241592 internal_weight=0 181 161 76 103092 103053 169 85 102884 88 102796 89 128 102707 25723 76984 69 64 41 63 91 71 internal_count=103273 181 161 76 103092 103053 169 85 102884 88 102796 89 128 102707 25723 76984 69 64 41 63 91 71 cat_boundaries=0 1 6 11 cat_threshold=2184 1081344 16386 8 135456 2149072896 1048832 32770 4096 134357290 2148007968 is_linear=0 shrinkage=0.01 Tree=443 num_leaves=30 num_cat=7 split_feature=2 7 26 0 6 24 25 25 24 26 5 6 1 14 25 24 4 25 4 0 6 19 4 4 26 26 5 7 1 split_gain=267128 1.96385e+06 310347 209342 208205 121935 328498 265693 1.25065e+06 798594 232758 678844 199189 576985 197965 203956 142920 135835 116806 116052 159416 109536 77698.8 77271.3 47328 42966.8 33489.1 28907.9 9409.16 threshold=873.74500000000012 419.53500000000003 2022.5000000000002 130.34875000000002 1424.6500000000003 0 1 2 3 2022.5000000000002 1062.3775000000003 22.153894000000005 365.42300000000006 307.11400000000009 4 5 904.34825000000012 6 255.87150000000005 367.42525000000006 153.80500000000004 183.82051000000004 553.21400000000006 553.21400000000006 2022.5000000000002 2022.5000000000002 1424.6500000000003 5.0070000000000006 9.2110000000000021 decision_type=2 2 2 2 2 1 9 9 1 2 2 2 2 2 9 1 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 -2 5 6 16 8 9 -7 12 26 17 -14 15 24 21 -9 28 22 -21 23 -16 -1 -8 -10 -12 -17 -4 right_child=1 -3 18 -5 -6 7 14 10 25 -11 11 -13 13 -15 19 27 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=-0.15084942650342514 0.15558975252238186 3.3380768547058111 -0.52499581840303211 1.3292532893589564 -0.73231945257920483 2.162708599170049 0.39662018166213742 0.030844107859089039 -0.57750753581523895 0.37399557297046371 -0.3233873092651367 2.1348305644989014 0.1281701222440248 1.7507341418058977 -0.014214907928110778 0.083336554322622519 -0.98415209633963441 -0.0041852494685191135 0.26871324002742769 -0.16086488530990928 -1.1440587988495827 -0.82334844271341967 0.46416979481192194 0.47507002973556517 0.79739241231951796 -0.19537201931399684 0.22561335372924807 -0.27502436408996583 -0.78567770910263068 leaf_weight=1426 55 20 45 21 39 48 61 13418 56 52 25 20 465 23 23825 226 21 63031 20 94 20 24 34 20 57 62 20 25 20 leaf_count=1426 55 20 45 21 39 48 61 13418 56 52 25 20 465 23 23825 226 21 63031 20 94 20 24 34 20 57 62 20 25 20 internal_value=0 0.382703 0.0155755 0.479892 -0.00180187 -0.00152541 -0.0203275 0.00476663 0.345633 1.12053 0.00375685 0.601911 0.00325199 0.204643 -0.0114688 0.215313 -0.163916 0.00196644 -0.399578 -0.0150478 -0.333355 -0.153313 -0.0135332 -0.142192 0.544103 -0.347293 -0.079387 0.0458178 -0.605206 internal_weight=0 181 161 76 103092 103053 25833 77220 218 100 77002 65 76937 488 24342 369 1491 76449 85 23973 114 1470 23859 1446 118 118 45 251 65 internal_count=103273 181 161 76 103092 103053 25833 77220 218 100 77002 65 76937 488 24342 369 1491 76449 85 23973 114 1470 23859 1446 118 118 45 251 65 cat_boundaries=0 1 6 11 12 16 17 23 cat_threshold=2184 1081344 536887298 136 135456 2148548640 0 0 4096 134348800 2147483680 1604 1073741952 0 0 3178496 8 548405504 13009410 268435752 268444458 135275526 4353 is_linear=0 shrinkage=0.01 Tree=444 num_leaves=22 num_cat=3 split_feature=2 7 26 0 6 13 5 13 10 6 4 1 24 25 25 11 4 10 2 6 1 split_gain=261812 1.92477e+06 304171 205176 204061 182657 358709 145541 140762 537303 126327 153650 114000 300062 227278 109795 72450.1 61033.2 59533.5 52540.3 17887 threshold=873.74500000000012 419.53500000000003 2022.5000000000002 130.34875000000002 1424.6500000000003 544.68750000000011 298.26650000000006 94.788750000000007 897.08550000000014 80.115250000000017 1086.5100000000002 43.311250000000008 0 1 2 264.3250000000001 1468.3681000000001 1439.8675000000001 73.46350000000001 9.2270000000000021 0.45700000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 9 9 2 2 2 2 2 2 left_child=4 2 3 -2 5 8 15 20 10 17 12 16 13 -1 -14 18 -12 -10 19 -7 -4 right_child=1 -3 7 -5 -6 6 -8 -9 9 -11 11 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.13686820250624182 0.15403382045572456 3.3046960358619692 -0.52519194763760235 1.3159607623872303 -0.72499626795450856 -0.26818745320356346 -1.4104585054287544 0.3046507956764915 0.15159657082906583 1.674809955159823 -0.16779936272757393 1.147031180858612 0.1144088182017329 -0.0098892436809530047 0.0017665309266012654 0.4993722310273544 0.48034342373118682 -0.49200517820275352 -0.73847279753003803 0.30557927751541136 -0.88717622411251074 leaf_weight=2010 55 20 43 21 39 79 26 22 41 24 35 20 1825 23713 75159 23 34 23 21 20 20 leaf_count=2010 55 20 43 21 39 79 26 22 41 24 35 20 1825 23713 75159 23 34 23 21 20 20 internal_value=0 0.378876 0.0154197 0.475093 -0.00178382 -0.00151013 -0.329997 -0.395582 -0.000970546 0.398804 -0.00131278 0.375273 -0.00163911 -0.0198607 0.00445137 -0.13355 0.151575 -0.0796978 -0.25486 -0.152275 -0.640108 internal_weight=0 181 161 76 103092 103053 169 85 102884 88 102796 89 102707 25723 76984 143 69 64 120 99 63 internal_count=103273 181 161 76 103092 103053 169 85 102884 88 102796 89 102707 25723 76984 143 69 64 120 99 63 cat_boundaries=0 1 7 12 cat_threshold=2184 1081344 16386 648 135456 2149072896 1 1048832 32770 4096 134357290 2148007968 is_linear=0 shrinkage=0.01 Tree=445 num_leaves=15 num_cat=0 split_feature=22 12 12 13 10 13 12 6 1 1 4 8 10 3 split_gain=215835 147857 391729 127998 254985 161604 304088 196149 160048 153125 105903 722732 141496 88097.1 threshold=550.81750000000011 1362.4500000000003 1040.4400000000003 419.83380000000005 291.77500000000003 280.30300000000005 236.58700000000002 120.57000000000001 180.57000000000002 315.17050000000006 194.61300000000003 422.73350000000011 617.48075000000006 165.22760000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 9 10 7 -7 -6 13 12 -12 -1 -5 right_child=-2 -3 -4 4 8 6 -8 -9 -10 -11 11 -13 -14 -15 leaf_value=-0.0019608097247356049 0.92818751220703122 -0.7858967314163845 1.2263988238114576 -0.067335615870745283 -0.40091837519254442 0.26088070184540896 1.2439630638701575 -0.64513773747852865 -1.4676289957219906 0.75590812183561784 0.026452432508535011 0.9680584634035484 -0.33465096123516558 -0.72377265225286069 leaf_weight=101831 25 24 26 184 39 163 28 28 22 21 1293 87 128 23 leaf_count=101831 25 24 26 184 39 163 28 28 22 21 1293 87 128 23 internal_value=0 -0.0010862 -0.00090487 -0.00121215 -0.211371 -0.000625657 0.270734 0.128061 -0.785634 -0.0577301 -0.00120073 0.0858146 -0.00237847 -0.140273 internal_weight=0 103897 103873 103847 289 103558 219 191 61 228 103339 1380 101959 207 internal_count=103922 103897 103873 103847 289 103558 219 191 61 228 103339 1380 101959 207 is_linear=0 shrinkage=0.01 Tree=446 num_leaves=15 num_cat=1 split_feature=22 25 8 13 0 3 5 1 15 8 2 5 0 26 split_gain=211540 157391 138847 134541 408747 149391 229337 141533 139466 777372 225306 113725 110960 4226.88 threshold=550.81750000000011 0 1449.0631000000001 419.83380000000005 538.27200000000016 888.10000000000014 8.0802500000000013 11.157000000000002 166.33925000000002 522.5150000000001 505.12500000000006 518.47500000000002 169.65250000000003 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 13 3 5 11 8 7 -7 10 -10 -3 12 -5 -1 right_child=-2 2 -4 4 -6 6 -8 -9 9 -11 -12 -13 -14 -15 leaf_value=0.41596618803720625 0.9189056297302246 -0.0016370090283238971 0.65707718491554257 -0.12138194385984349 -1.4954256530430008 -0.13405125677585603 1.0166568236880833 0.79897522335960758 0.069840830107388605 1.742046442689567 -0.2532943118665712 -0.7792652445254119 0.53703960698226405 0.30267338600711546 leaf_weight=63 25 102253 32 218 23 72 36 21 672 29 357 23 29 69 leaf_count=63 25 102253 32 218 23 72 36 21 672 29 357 23 29 69 internal_value=0 -0.00107534 -0.00153038 -0.00173369 -0.215717 -0.00112757 0.338965 0.0766321 -0.00155223 0.139019 -0.00251257 -0.106705 -0.0440774 0.331622 internal_weight=0 103897 103765 103733 293 103440 129 93 103311 701 102610 270 247 132 internal_count=103922 103897 103765 103733 293 103440 129 93 103311 701 102610 270 247 132 cat_boundaries=0 5 cat_threshold=0 0 0 0 2147483680 is_linear=0 shrinkage=0.01 Tree=447 num_leaves=13 num_cat=1 split_feature=22 25 16 2 11 8 6 8 9 0 8 26 split_gain=207331 154259 176039 184058 437463 442437 526130 219016 100711 109161 90702.1 4142.77 threshold=550.81750000000011 0 1079.5035000000003 747.71500000000015 362.00600000000003 422.73350000000011 242.70250000000001 1449.0631000000001 1118.3000000000002 883.10000000000014 151.1985 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 7 5 6 -5 8 9 -3 -10 -1 right_child=-2 2 -4 4 -6 -7 -8 -9 10 -11 -12 -13 leaf_value=0.41180650105552069 0.90971654891967779 -0.0015536945846950389 0.68813147467535896 -0.10813798986278572 -1.7025361216068269 1.2594190816879272 -1.795450653802781 0.91653839037968565 -0.14413932995362716 0.25355906705061598 -0.95632887935638422 0.2996466515029686 leaf_weight=63 25 103255 37 154 20 20 21 26 44 168 20 69 leaf_count=63 25 103255 37 154 20 20 21 26 44 168 20 69 internal_value=0 -0.00106459 -0.00151507 -0.00176122 -0.294047 -0.149586 -0.310616 -0.00115413 -0.00138469 -0.00113929 -0.397949 0.328306 internal_weight=0 103897 103765 103728 215 195 175 103513 103487 103423 64 132 internal_count=103922 103897 103765 103728 215 195 175 103513 103487 103423 64 132 cat_boundaries=0 5 cat_threshold=0 0 0 0 2147483680 is_linear=0 shrinkage=0.01 Tree=448 num_leaves=13 num_cat=2 split_feature=11 25 16 2 25 0 6 3 8 4 3 26 split_gain=167109 165413 148590 182377 109175 300106 492372 242680 199272 322073 105920 1849.86 threshold=1429.7025000000001 0 1079.5035000000003 1432.0500000000002 1 438.09750000000008 13.753100000000002 1077.3535000000002 1449.0631000000001 1468.3681000000001 6.6572445000000009 2022.5000000000002 decision_type=2 9 2 2 9 2 2 2 2 2 2 2 left_child=1 11 3 4 5 7 -7 -3 9 -6 -5 -1 right_child=-2 2 -4 10 8 6 -8 -9 -10 -11 -12 -13 leaf_value=0.40768849266899959 0.73326154153193202 0.041598300657644069 0.6236877908204731 -0.17683314418792725 -0.0034303131820121531 1.0157297799285028 -0.69644366351040932 -1.0626947994232179 0.99454696130752573 -1.0760828018188477 -1.0581653648376466 0.33220818106807881 leaf_weight=63 31 4001 38 30 99506 71 22 20 20 28 25 67 leaf_count=63 31 4001 38 30 99506 71 22 20 20 28 25 67 internal_value=0 -0.00105608 -0.0015193 -0.0017485 -0.00144307 0.0489757 0.6107 0.0361057 -0.00353116 -0.00373206 -0.577439 0.342445 internal_weight=0 103891 103761 103723 103668 4114 93 4021 99554 99534 55 130 internal_count=103922 103891 103761 103723 103668 4114 93 4021 99554 99534 55 130 cat_boundaries=0 5 11 cat_threshold=0 0 0 0 2147483680 1074790400 2 4104 37880072 16 1 is_linear=0 shrinkage=0.01 Tree=449 num_leaves=32 num_cat=3 split_feature=13 5 13 16 0 2 2 24 1 2 10 14 6 0 25 0 24 6 2 4 2 5 16 4 2 0 1 10 13 13 14 split_gain=180327 490009 421711 1.84755e+06 236607 1.00354e+06 263494 378615 510604 210184 237757 193144 160958 151429 144318 569115 283300 194248 156073 128343 123858 144515 158349 83543.2 65439.5 52367.1 24155.7 23033.2 28982 22990.6 30351.3 threshold=419.83380000000005 606.07650000000001 280.30300000000005 362.00600000000003 883.10000000000014 381.19000000000005 537.86000000000013 0 602.65050000000008 118.52004000000001 173.15041250000004 31.267000000000003 345.35355000000004 468.26850000000007 1 438.09750000000008 2 1424.6500000000003 362.00600000000003 168.87200500000003 23.455000000000002 13.288417500000001 0.82300000000000006 67.901801500000019 1054.5000000000002 1077.3535000000002 8.3602500000000024 11.202900000000001 606.07650000000001 371.41875000000005 77.257500000000007 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 13 4 9 6 19 14 12 11 10 29 -9 24 20 15 16 -1 18 -16 25 23 -22 -23 27 -8 -6 -27 28 -2 30 -4 right_child=1 -3 3 -5 5 -7 7 8 -10 -11 -12 -13 -14 -15 17 -17 -18 -19 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31 -32 leaf_value=0.26764351490892307 0.10451181316375734 -1.6823003101348877 0.087862825431321789 3.3348215386867528 -0.35959017753601075 2.3134836503733762 -0.4686306347922673 -0.086705505315746584 1.4879266443252563 -0.77456847017461605 1.0734117705027262 -1.1183365094661712 -1.6279771099090576 -0.90907437614772635 -0.0036667180992564336 1.3939188712835313 0.0090098002449993699 0.95884600207919168 0.2388836617286044 0.79520098095848457 -0.2893760533168398 1.1144175354639689 -0.028495007428255947 -0.80029924846830824 -1.1132147242909387 0.17163716432026455 -0.21506088938031875 -0.36764667896553876 -0.20321768863531561 -0.13523129022482669 0.50795687970660974 leaf_weight=501 55 22 95 20 38 23 63 196 20 22 30 20 20 23 99575 32 2493 21 266 21 29 27 22 21 21 70 21 32 69 33 21 leaf_count=501 55 22 95 20 38 23 63 196 20 22 30 20 20 23 99575 32 2493 21 266 21 29 27 22 21 21 70 21 32 69 33 21 internal_value=0 -0.245646 -0.00011988 0.436243 -0.00105252 0.368458 -0.00167179 -0.279598 -0.0390345 0.147827 0.261194 -0.182227 -0.749656 -0.131954 -0.000753362 0.0671682 0.0532122 -0.00281795 -0.00302051 0.0702208 -0.0618603 0.270134 0.601273 -0.208163 -0.629777 -0.0477993 0.0823992 -0.128452 -0.0667248 0.0976606 0.163914 internal_weight=0 300 103622 221 103401 173 103228 340 236 201 179 216 104 278 102888 3026 2994 99862 99841 150 255 78 49 177 84 129 91 156 124 149 116 internal_count=103922 300 103622 221 103401 173 103228 340 236 201 179 216 104 278 102888 3026 2994 99862 99841 150 255 78 49 177 84 129 91 156 124 149 116 cat_boundaries=0 1 7 8 cat_threshold=3330 1073741824 0 4104 37880072 2147483696 1 68 is_linear=0 shrinkage=0.01 Tree=450 num_leaves=17 num_cat=4 split_feature=22 16 4 0 15 10 25 6 2 25 10 25 25 6 7 26 split_gain=373588 194480 173428 734625 221174 224555 169978 164255 152880 478203 376438 298534 127670 189433 133694 14416.3 threshold=550.81750000000011 1079.5035000000003 522.5150000000001 538.27200000000016 66.958500000000001 400.0485000000001 0 422.87500000000006 266.22500000000008 1 22.979500000000005 2 3 1424.6500000000003 10.425000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 9 2 2 9 2 9 9 2 2 2 left_child=1 2 6 4 5 7 15 -4 12 10 -10 -11 14 -14 -8 -1 right_child=-2 -3 3 -5 -6 -7 8 -9 9 11 -12 -13 13 -15 -16 -17 leaf_value=-0.33974506865418153 1.3666849212646486 0.71508998419109149 -0.15757086091420866 -1.5721726067860922 0.6590699873341096 0.79284802395364506 0.099669104788693064 -0.97645440278229889 0.40416706886488135 -0.43615295423401729 1.6406150633638554 0.10760439016357286 -0.0019512569966729865 0.85173474678626437 -0.30164505596818597 -0.18847357718717483 leaf_weight=126 20 38 264 36 37 23 1811 27 97 107 33 731 99976 26 87 126 leaf_count=126 20 38 264 36 37 23 1811 27 97 107 33 731 99976 26 87 126 internal_value=0 -0.000173344 -0.000435935 -0.211732 -0.0721991 -0.158368 0.000357038 -0.23355 0.00100481 0.126084 0.666746 0.0338502 -0.000183279 -0.00172913 0.0808478 -0.254029 internal_weight=0 103545 103507 387 351 314 103120 291 102868 968 130 838 101900 100002 1898 252 internal_count=103565 103545 103507 387 351 314 103120 291 102868 968 130 838 101900 100002 1898 252 cat_boundaries=0 5 11 15 21 cat_threshold=256 0 16 4325384 2 1048576 32 0 0 8192 1024 75513856 537002000 8 2 1073741824 536870914 0 136323328 2148532240 1 is_linear=0 shrinkage=0.01 Tree=451 num_leaves=20 num_cat=6 split_feature=22 16 4 2 0 24 2 25 2 25 18 1 25 24 6 6 24 26 26 split_gain=366154 190610 169976 720699 247056 169184 197472 166595 149757 468747 385013 281616 125129 218994 185664 85969 35038.6 10426.8 6303.98 threshold=550.81750000000011 1079.5035000000003 522.5150000000001 747.71500000000015 594.30750000000012 0 436.65050000000002 1 266.22500000000008 2 285.35875000000004 233.37814 3 4 1424.6500000000003 153.80500000000004 5 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 1 2 9 2 9 2 2 9 1 2 2 1 2 2 left_child=1 2 7 4 5 15 -7 16 12 11 -11 -10 13 -9 -14 -4 17 -1 -18 right_child=-2 -3 3 -5 -6 6 -8 8 9 10 -12 -13 14 -15 -16 -17 18 -19 -20 leaf_value=-0.54049566898345947 1.3530180711746216 0.70793909173262748 -0.23410759033300937 -1.9263691367273745 -1.1816038913726807 0.021744858627969568 1.0154038043455644 0.22965034783990296 0.50656149985593391 0.0714596197703741 -1.1884646884918213 1.7712311935424805 -0.0019317444818071233 0.0030721465731699637 0.8432173648247353 -0.9185202984449764 -0.20203969263716748 -0.34008982225700662 -0.071463107135560783 leaf_weight=50 20 38 78 23 20 220 22 638 109 813 25 21 99976 1260 26 24 76 54 72 leaf_count=50 20 38 78 23 20 220 22 638 109 813 25 21 99976 1260 26 24 76 54 72 internal_value=0 -0.000171928 -0.000431893 -0.209614 -0.101138 -0.0383201 0.10763 0.000353149 0.000994447 0.124789 0.0334729 0.660079 -0.000181446 0.0800393 -0.00171184 -0.359865 -0.251489 -0.398155 -0.129749 internal_weight=0 103545 103507 387 364 344 242 103120 102868 968 838 130 101900 1898 100002 102 252 104 148 internal_count=103565 103545 103507 387 364 344 242 103120 102868 968 838 130 101900 1898 100002 102 252 104 148 cat_boundaries=0 1 6 12 18 19 20 cat_threshold=172 256 0 16 4325384 2 1048576 32 0 0 8192 1024 1073741824 536870914 0 136323328 2148532240 1 526 1101 is_linear=0 shrinkage=0.01 Tree=452 num_leaves=18 num_cat=3 split_feature=22 16 4 0 8 16 6 25 14 5 0 25 1 24 26 26 14 split_gain=358867 186817 166594 708159 170461 203039 207478 163280 140595 419174 157009 144462 95525.1 34341.3 10219.3 6178.53 4302.48 threshold=550.81750000000011 1079.5035000000003 522.5150000000001 538.27200000000016 551.49600000000009 66.245000000000019 422.87500000000006 0 766.49265000000003 27.185999999999996 1438.4900000000002 1 6.6537000000000015 2 2022.5000000000002 2022.5000000000002 1018.0250000000002 decision_type=2 2 2 2 2 2 2 9 2 2 2 9 2 1 2 2 2 left_child=1 2 7 4 5 6 -4 13 10 16 11 -9 -12 14 -1 -15 -10 right_child=-2 -3 3 -5 -6 -7 -8 8 9 -11 12 -13 -14 15 -16 -17 -18 leaf_value=-0.53509070682525628 1.3394878797531129 0.70085964654621324 -0.10288277783274223 -1.5432281647788153 0.80306522596450081 0.8504453892707825 -0.96523406890130814 0.22246138344888816 0.013727020740509034 1.4108274258886064 0.17621889157728718 -0.00028151824004784572 1.0053696409861248 -0.20001929632927243 -0.33668892551351476 -0.070748475127749982 -0.15563417752583822 leaf_weight=50 20 38 279 36 21 20 31 282 30 28 33 102441 24 76 54 72 30 leaf_count=50 20 38 279 36 21 20 31 282 30 28 33 102441 24 76 54 72 30 internal_value=0 -0.000169984 -0.000427349 -0.207518 -0.0705221 -0.126114 -0.189118 0.000349843 0.000984729 0.400522 0.000642742 0.000351595 0.525335 -0.248974 -0.394173 -0.128452 -0.0709536 internal_weight=0 103545 103507 387 351 330 310 103120 102868 88 102780 102723 57 252 104 148 60 internal_count=103565 103545 103507 387 351 330 310 103120 102868 88 102780 102723 57 252 104 148 60 cat_boundaries=0 5 10 11 cat_threshold=256 0 16 4325384 2 1073741824 0 0 0 2147483648 1101 is_linear=0 shrinkage=0.01 Tree=453 num_leaves=16 num_cat=4 split_feature=22 16 25 4 2 0 10 2 25 18 10 25 0 1 25 split_gain=351726 183099 163313 160473 702082 237206 184230 146219 510771 372775 357915 121727 195962 141746 15109 threshold=550.81750000000011 1079.5035000000003 0 522.5150000000001 747.71500000000015 594.30750000000012 307.63250000000005 266.22500000000008 1 285.35875000000004 22.979500000000005 2 354.51980000000003 174.76450000000003 3 decision_type=2 2 9 2 2 2 2 2 9 2 2 9 2 2 9 left_child=1 2 14 7 5 6 -5 11 10 -10 -9 12 -4 -13 -1 right_child=-2 -3 3 4 -6 -7 -8 8 9 -11 -12 13 -14 -15 -16 leaf_value=-0.3396189054694489 1.326093070983887 0.69385112059743781 0.10093006807224388 -0.11735109038700331 -1.8978497919828996 -1.1543555650711059 0.61298330624898278 0.42582001152965759 0.061722273751535911 -1.1782705905914308 1.6157755249919314 -0.0030654574349618458 -0.5405456667530294 0.097144509068008672 -0.13975397320761196 leaf_weight=127 20 38 1694 302 23 20 39 108 802 25 33 98725 49 1432 128 leaf_count=127 20 38 1694 302 23 20 39 108 802 25 33 98725 49 1432 128 internal_value=0 -0.000168069 -0.000422861 0.000213484 -0.203832 -0.0959025 -0.0338231 0.000975192 0.123299 0.023948 0.657677 -0.000186826 0.0824237 -0.00163254 -0.248354 internal_weight=0 103545 103507 103252 384 361 341 102868 968 827 141 101900 1743 100157 255 internal_count=103565 103545 103507 103252 384 361 341 102868 968 827 141 101900 1743 100157 255 cat_boundaries=0 5 11 17 21 cat_threshold=256 0 16 4325384 2 1048576 32 0 32768 8192 1024 1073741824 536870912 0 136323328 2148532240 1 0 0 0 131072 is_linear=0 shrinkage=0.01 Tree=454 num_leaves=16 num_cat=2 split_feature=22 16 25 11 2 16 3 16 2 1 15 15 24 26 26 split_gain=344727 179456 160299 140327 615204 193535 261273 205503 170593 142390 72729.9 50458.7 32339.5 10210.7 6832.98 threshold=550.81750000000011 1079.5035000000003 0 559.42150000000004 590.51250000000016 362.00600000000003 270.18175000000008 348.30332000000004 245.62500000000003 38.666250000000005 77.902470000000008 245.62500000000003 1 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 1 2 2 left_child=1 2 12 5 8 7 10 9 11 -4 -7 -5 13 -1 -14 right_child=-2 -3 3 4 -6 6 -8 -9 -10 -11 -12 -13 14 -15 -16 leaf_value=-0.52738291110992441 1.3128320980072021 0.68691260789570052 -0.0017339178072409856 -0.25696314622885991 -1.8836572301955452 -0.30599640319151666 -1.2803795892000198 0.94649957864180845 0.77233510406244366 0.049216014267014947 0.10822856896767213 0.26944974921998521 -0.20276621601520439 -0.32993366267464375 -0.067671883751948672 leaf_weight=50 20 38 96995 137 21 134 24 23 21 5814 62 21 78 55 72 leaf_count=50 20 38 96995 137 21 134 24 23 21 5814 62 21 78 55 72 internal_value=0 -0.000166852 -0.000419096 0.000211349 -0.264416 0.00072495 -0.295557 0.00135882 -0.0744495 0.00114738 -0.174966 -0.186997 -0.246051 -0.387091 -0.129301 internal_weight=0 103545 103507 103252 200 103052 220 102832 179 102809 196 158 255 105 150 internal_count=103565 103545 103507 103252 200 103052 220 102832 179 102809 196 158 255 105 150 cat_boundaries=0 5 6 cat_threshold=256 0 16 4325384 2 1101 is_linear=0 shrinkage=0.01 Tree=455 num_leaves=17 num_cat=1 split_feature=22 2 10 8 12 4 2 0 25 4 8 26 16 0 11 4 split_gain=280927 249323 492717 583987 205407 234328 159993 425413 140556 184293 150210 139918 130841 112274 107084 36565.5 threshold=550.81750000000011 654.54975000000002 483.25025000000005 422.73350000000011 9.3975000000000026 321.81750000000005 590.51250000000016 218.42700000000005 0 130.1901 1449.0631000000001 2022.5000000000002 518.28800000000012 6.6497500000000009 98.466000000000022 4.5710000000000006 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 6 3 4 5 15 8 -8 9 11 12 -1 13 -10 -14 -3 right_child=-2 2 -4 -5 -6 -7 7 -9 10 -11 -12 -13 14 -15 -16 -17 leaf_value=0.41812319355498395 1.1287179149280895 -0.25085443145391956 -1.6676560008525849 1.2517519884843094 0.46085592520648033 -1.3668390472730001 -0.21999587256332923 1.6488854185740152 -0.0054715918330987216 -0.66849202473958325 0.68338903874158863 0.044504126370555223 -0.14515268113112675 0.025704630177465326 -0.77640303110082942 -0.62298716962337497 leaf_weight=203 22 151 24 26 29 24 29 21 89100 24 32 198 106 13272 36 32 leaf_count=203 22 151 24 26 29 24 29 21 89100 24 32 198 106 13272 36 32 internal_value=0 -0.00141978 -0.296266 -0.170643 -0.327347 -0.437772 -0.000601251 0.564934 -0.00087586 0.178499 -0.00163652 0.233643 -0.00185051 -0.00142976 -0.305188 -0.315927 internal_weight=0 103307 286 262 236 207 103021 50 102971 425 102546 401 102514 102372 142 183 internal_count=103329 103307 286 262 236 207 103021 50 102971 425 102546 401 102514 102372 142 183 cat_boundaries=0 5 cat_threshold=0 536870912 4096 131072 2147483648 is_linear=0 shrinkage=0.01 Tree=456 num_leaves=22 num_cat=5 split_feature=22 2 10 8 24 1 0 2 0 25 24 26 8 1 0 25 3 2 24 26 26 split_gain=275336 244361 482912 572365 204393 249399 227388 156809 416947 137759 1.62753e+06 702114 147221 115141 102714 266510 157169 60184.3 48127.5 7688.3 7009.31 threshold=550.81750000000011 654.54975000000002 483.25025000000005 422.73350000000011 0 233.37814 16.921026000000001 590.51250000000016 218.42700000000005 1 2 2022.5000000000002 1449.0631000000001 315.17050000000006 6.6497500000000009 3 670.0675 1054.5000000000002 4 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 1 2 2 2 2 9 1 2 2 2 2 9 2 2 1 2 2 left_child=1 7 3 4 5 6 -3 9 -9 10 11 -1 14 17 16 -16 -11 -6 20 -20 -12 right_child=-2 2 -4 -5 13 -7 -8 8 -10 12 18 -13 -14 -15 15 -17 -18 -19 19 -21 -22 leaf_value=2.042775056115512 1.1174307615106756 0.068691397289435074 -1.6509794318675994 1.2392344804910513 -0.24406556720733644 0.82941018172672809 -1.0830163041750591 -0.21779591938544965 1.6323965404147194 -0.0051869051056226412 -0.096481861787683823 0.41691303875981545 0.6765551379323006 -1.3225669045448303 0.11586449080970318 0.002267606935364598 -0.34920502648317725 -0.72554346335154996 -0.35206203812590015 -0.23075753656455447 0.064231387006825416 leaf_weight=58 22 60 24 26 50 28 24 29 21 89063 51 49 32 20 2546 10772 133 54 104 105 58 leaf_count=58 22 60 24 26 50 28 24 29 21 89063 51 49 32 20 2546 10772 133 54 104 105 58 internal_value=0 -0.00140559 -0.293303 -0.168936 -0.324074 0.0110867 -0.260368 -0.000595239 0.559285 -0.000867102 0.176714 1.18726 -0.00162016 -0.58085 -0.00183201 0.0240726 -0.00569987 -0.494064 -0.189144 -0.277826 -0.0100433 internal_weight=0 103307 286 262 236 112 84 103021 50 102971 425 107 102546 124 102514 13318 89196 104 318 209 109 internal_count=103329 103307 286 262 236 112 84 103021 50 102971 425 107 102546 124 102514 13318 89196 104 318 209 109 cat_boundaries=0 1 6 7 12 13 cat_threshold=428 0 536870912 4096 131072 2147483648 70 71335940 33570826 268435496 1024 134742288 3073 is_linear=0 shrinkage=0.01 Tree=457 num_leaves=23 num_cat=1 split_feature=22 2 24 8 4 3 2 3 5 16 8 4 7 14 12 13 2 8 26 12 2 14 split_gain=269857 239498 448551 1.17991e+06 457066 180138 153688 243362 133836 122563 91492.2 421115 130485 109844 86762.5 70114.3 85778.2 54867.6 32515.4 30989.6 18011.4 15057.7 threshold=550.81750000000011 654.54975000000002 0 26.691600000000005 264.75500000000005 364.96250000000003 590.51250000000016 2.8222380000000005 0.79350000000000021 518.28800000000012 901.21050000000014 236.10250000000005 9.2450000000000028 1018.0250000000002 1040.4400000000003 515.82800000000009 65.544000000000011 29.262000000000004 2022.5000000000002 112.96205000000002 873.74500000000012 1358.5175000000004 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 8 5 17 9 -8 18 10 13 12 -12 14 -1 16 19 20 -3 -11 -4 -15 right_child=-2 2 4 -5 -6 -7 7 -9 -10 15 11 -13 -14 21 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.00072502154751086689 1.1062564555081453 -0.30583133626867226 -0.20254003546527916 2.3787506641660419 -1.5899483309565363 0.53528211259841918 1.2798354995250703 -0.11659420783703145 -0.99305511665344248 -0.22851344127821574 -0.33921609907734152 1.599214060306549 0.52656367690474903 -0.68526498837904504 0.41183666589213352 -0.8397422714233399 0.39838911914825437 -0.88565355689437297 0.16209892024144981 -0.64960777943784531 -0.47970862005720849 -0.31528050422668458 leaf_weight=102633 22 27 37 21 37 20 24 26 20 85 49 20 27 22 51 20 20 27 33 22 64 22 leaf_count=102633 22 27 37 21 37 20 24 26 20 85 49 20 27 22 51 20 20 27 33 22 64 22 internal_value=0 -0.00139142 -0.29037 0.244905 -0.565284 -0.347313 -0.000589171 0.553692 -0.284616 -0.000858316 -0.000445806 0.308124 -0.0316364 -0.000734167 -0.000520115 -0.289402 -0.202734 -0.485219 -0.0484697 -0.315094 -0.378172 -0.500273 internal_weight=0 103307 286 101 185 148 103021 50 80 102971 102824 96 76 102728 102684 147 127 128 60 107 101 44 internal_count=103329 103307 286 101 185 148 103021 50 80 102971 102824 96 76 102728 102684 147 127 128 60 107 101 44 cat_boundaries=0 1 cat_threshold=109 is_linear=0 shrinkage=0.01 Tree=458 num_leaves=20 num_cat=0 split_feature=22 2 10 8 12 4 3 2 3 16 8 4 7 4 2 3 13 2 12 split_gain=264487 234732 472280 554898 200998 224901 153236 150630 238519 120124 89671.5 412735 127888 90725.8 114560 87080.4 68719 84071.2 30373 threshold=550.81750000000011 654.54975000000002 483.25025000000005 422.73350000000011 9.3975000000000026 321.81750000000005 218.42700000000005 590.51250000000016 2.8222380000000005 518.28800000000012 901.21050000000014 236.10250000000005 9.2450000000000028 904.34825000000012 49.853800000000007 66.588000000000022 515.82800000000009 65.544000000000011 112.96205000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 4 5 6 -3 9 -9 10 13 12 -12 15 -15 -1 17 18 -11 right_child=-2 2 -4 -5 -6 -7 -8 8 -10 16 11 -13 -14 14 -16 -17 -18 -19 -20 leaf_value=-0.0021344746441967818 1.0951938039606268 -0.42485085681175733 -1.6301132754484813 1.2220407691368691 0.46246917806822679 -1.3366468954086304 0.40398759750219493 1.2670371830463409 -0.11542825662172758 -0.22622830667916469 -0.33582394259316578 1.583221929550171 0.52129801714861834 -0.087454933315515529 -0.75219238172258662 0.048156834370643324 -0.83134485316276552 0.39440519690513609 -0.64311171233654019 leaf_weight=99026 22 157 24 26 29 24 26 24 26 85 49 20 27 100 35 3567 20 20 22 leaf_count=99026 22 157 24 26 29 24 26 24 26 85 49 20 27 100 35 3567 20 20 22 internal_value=0 -0.0013775 -0.287467 -0.164476 -0.317228 -0.426461 -0.307092 -0.00058328 0.548155 -0.000849733 -0.000441348 0.305043 -0.0313201 -0.000726825 -0.259794 -0.000385924 -0.286508 -0.200707 -0.311943 internal_weight=0 103307 286 262 236 207 183 103021 50 102971 102824 96 76 102728 135 102593 147 127 107 internal_count=103329 103307 286 262 236 207 183 103021 50 102971 102824 96 76 102728 135 102593 147 127 107 is_linear=0 shrinkage=0.01 Tree=459 num_leaves=20 num_cat=4 split_feature=22 2 10 8 0 12 2 0 25 24 26 8 0 12 25 2 24 26 26 split_gain=259223 230061 462881 543855 200066 351498 147632 411791 135139 1.59511e+06 688059 141689 100406 284941 127509 60508.3 47313.4 7527.26 6900.82 threshold=550.81750000000011 654.54975000000002 483.25025000000005 422.73350000000011 538.27200000000016 9.3975000000000026 590.51250000000016 218.42700000000005 0 1 2022.5000000000002 1449.0631000000001 6.6497500000000009 871.41750000000013 2 1054.5000000000002 3 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 9 1 2 2 2 2 9 2 1 2 2 left_child=1 6 3 4 5 15 8 -8 9 10 -1 12 14 -14 -10 -3 18 -18 -11 right_child=-2 2 -4 -5 -6 -7 7 -9 11 16 -12 -13 13 -15 -16 -17 17 -19 -20 leaf_value=2.0223967144407076 1.0842418549277566 -0.20772871049507607 -1.6138121624787649 1.2098203813112698 -1.179407474199931 0.89754666228294366 -0.22958781045058679 1.6091297594706218 -0.039294839804467192 -0.095369504292805996 0.41289016879334739 0.66372568070888516 0.021771180718139306 1.0696595371686497 -0.001373710044155799 -0.57075076369591704 -0.34853363014757632 -0.22850627424603417 0.064095180445703961 leaf_weight=58 22 106 24 26 24 25 29 21 9975 51 49 32 13292 26 79221 81 104 105 58 leaf_count=58 22 106 24 26 24 25 29 21 9975 51 49 32 13292 26 79221 81 104 105 58 internal_value=0 -0.00136373 -0.284592 -0.162831 -0.314056 -0.216091 -0.000577447 0.542674 -0.000841235 0.175043 1.17548 -0.0015871 -0.00179493 0.0238169 -0.00561908 -0.364974 -0.187155 -0.275071 -0.00963298 internal_weight=0 103307 286 262 236 212 103021 50 102971 425 107 102546 102514 13318 89196 187 318 209 109 internal_count=103329 103307 286 262 236 212 103021 50 102971 425 107 102546 102514 13318 89196 187 318 209 109 cat_boundaries=0 5 6 12 13 cat_threshold=0 536870912 4096 131072 2147483648 70 1275101504 2056 537133600 2148598273 136265744 656 3073 is_linear=0 shrinkage=0.01 Tree=460 num_leaves=33 num_cat=9 split_feature=0 16 13 24 6 5 0 22 25 24 26 0 24 1 25 2 2 25 12 7 7 11 26 25 6 2 2 24 6 25 26 26 split_gain=239638 1.53715e+06 535374 460045 443480 438147 369476 143044 136906 781837 129570 121635 107413 449816 261212 230481 325467 221547 215729 524612 202361 187461 140857 132729 98485.1 102605 77539.4 66736.3 64287.6 56405 38283.3 16423.7 threshold=538.27200000000016 371.89150000000006 332.25000000000006 0 345.35355000000004 23.866500000000006 883.10000000000014 550.81750000000011 1 2 2022.5000000000002 1438.4900000000002 3 122.82375000000002 4 1054.5000000000002 1432.0500000000002 5 36.721200000000003 49.853800000000007 440.98528000000005 671.11374000000012 2022.5000000000002 6 2.0976000000000004 132.27250000000004 221.81325000000004 7 276.21600000000007 8 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 1 2 2 2 2 9 1 2 2 1 2 9 2 2 9 2 2 2 2 2 9 2 2 2 1 2 9 2 2 left_child=7 2 3 11 5 6 -5 8 9 10 -1 24 13 17 26 21 -17 22 20 -20 -15 -16 -10 -19 25 -2 27 -14 -26 30 -11 -31 right_child=1 -3 -4 4 -6 -7 -8 -9 12 29 -12 -13 14 18 15 16 -18 23 19 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 31 -32 -33 leaf_value=0.83138351547913469 -0.062729798902164804 2.9434160461425778 -1.4515730648949035 0.21070423324902851 1.8490613011519113 -0.71810782991606614 1.3657884538438585 -0.77337544282277426 0.18554962844488235 -0.17835799120173884 0.36248746006112348 -0.77708930749159588 -0.26927148926195016 0.1432933034669904 -0.0085632291687610437 1.2967743935063483 -0.20950571670555154 -0.066364125204531915 1.2595655117716107 -0.058470676315241853 1.1169688359173862 -0.55434255132599486 0.022509625775962355 0.0050330533632121669 -0.86242692992800762 0.58862392733173985 -0.68019469058874882 -0.057582884977261231 -0.079954931735992427 -0.37321370210145655 0.17256205707788469 -0.19294911377959781 leaf_weight=122 110 20 21 72 24 29 45 24 1075 58 114 26 368 717 58933 32 26 2791 63 58 22 63 1045 36970 21 31 33 278 21 95 67 108 leaf_count=122 110 20 21 72 24 29 45 24 1075 58 114 26 368 717 58933 32 26 2791 63 58 22 63 1045 36970 21 31 33 278 21 95 67 108 internal_value=0 0.237908 0.102633 0.18875 0.556575 0.382233 0.654967 -0.00144312 -0.00126332 0.152745 0.580294 -0.130809 -0.00212565 0.00997639 -0.0107853 -0.00852517 0.621545 0.00532998 0.236367 0.62778 0.17228 -0.00914605 0.104689 5.944e-06 -0.0461364 0.0804756 -0.204376 -0.183233 -0.471191 -0.162949 0.00901403 -0.26429 internal_weight=0 420 400 379 170 146 117 103062 103038 564 236 209 102474 42741 59733 59054 58 41881 860 121 739 58996 2120 39761 183 141 679 646 42 328 125 203 internal_count=103482 420 400 379 170 146 117 103062 103038 564 236 209 102474 42741 59733 59054 58 41881 860 121 739 58996 2120 39761 183 141 679 646 42 328 125 203 cat_boundaries=0 1 6 7 8 13 19 25 26 30 cat_threshold=1197 1073741824 0 4096 134349088 2147483648 2380 55 0 536870912 0 4227082 48 1048576 536920064 48 66050 65584 1 67108992 12845194 524290 69218304 1209548930 512 840 0 0 4096 134348832 is_linear=0 shrinkage=0.01 Tree=461 num_leaves=27 num_cat=8 split_feature=0 16 13 24 0 0 22 3 25 24 3 0 24 24 25 2 25 3 1 4 0 3 25 3 1 3 split_gain=234870 1.50656e+06 524720 450890 281013 592759 140198 134632 134182 766278 207864 119214 112006 111675 321763 487928 320866 202503 139939 90510.3 57842.3 128437 55282.5 37688.6 35487.6 16977 threshold=538.27200000000016 371.89150000000006 332.25000000000006 0 883.10000000000014 658.11750000000018 550.81750000000011 23.813250000000004 1 2 1439.8675000000001 1438.4900000000002 3 4 5 1054.5000000000002 6 670.0675 46.223500000000008 483.06600000000009 658.11750000000018 226.43500000000003 7 23.039250000000003 8.0935000000000006 10.071894000000002 decision_type=2 2 2 1 2 2 2 2 9 1 2 2 1 1 9 2 9 2 2 2 2 2 9 2 2 2 left_child=6 2 3 11 5 7 8 -5 9 12 13 20 -1 14 15 -10 19 -18 -16 -15 25 -22 -11 -7 -6 -2 right_child=1 -3 -4 4 24 23 -8 -9 10 22 -12 -13 -14 16 18 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 leaf_value=0.85594285566156558 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-0.49344 1.12003 -0.306674 internal_weight=0 420 400 379 170 108 103062 56 103038 564 102474 209 236 102435 51225 5450 51210 50395 45775 815 183 125 328 52 62 58 internal_count=103482 420 400 379 170 108 103062 56 103038 564 102474 209 236 102435 51225 5450 51210 50395 45775 815 183 125 328 52 62 58 cat_boundaries=0 1 6 7 8 9 15 20 24 cat_threshold=1197 1073741824 0 4096 134349088 2147483648 2380 72 1079 537952256 536920192 268435576 72352258 33620016 1 0 536870912 0 1081346 524336 0 0 4096 134348832 is_linear=0 shrinkage=0.01 Tree=462 num_leaves=29 num_cat=7 split_feature=0 16 13 24 0 0 22 3 25 24 3 26 0 24 25 25 12 13 3 4 0 3 25 26 3 0 3 26 split_gain=230194 1.47658e+06 514278 441918 275421 580963 137408 131953 131792 752170 203728 126927 116842 109453 315818 314481 297872 262382 198473 88709.1 56691.2 125881 54234.9 37521.4 36938.6 30415.7 16639.1 16096.9 threshold=538.27200000000016 371.89150000000006 332.25000000000006 0 883.10000000000014 658.11750000000018 550.81750000000011 23.813250000000004 1 2 1439.8675000000001 2022.5000000000002 1438.4900000000002 3 4 5 766.49265000000003 393.36000000000007 670.0675 483.06600000000009 658.11750000000018 226.43500000000003 6 2022.5000000000002 23.039250000000003 1438.4900000000002 10.071894000000002 2022.5000000000002 decision_type=2 2 2 1 2 2 2 2 9 1 2 2 2 1 9 9 2 2 2 2 2 2 9 2 2 2 2 2 left_child=6 2 3 12 5 7 8 -5 9 11 13 -1 20 14 17 19 -16 -10 -17 -15 26 -22 23 -11 -7 -6 -2 -24 right_child=1 -3 -4 4 25 24 -8 -9 10 22 -12 -13 -14 15 16 18 -18 -19 -20 -21 21 -23 27 -25 -26 -27 -28 -29 leaf_value=0.81752392783516736 -0.17119970586564803 2.8848421473503114 -1.4226867548624673 1.341182164086236 1.2789192326863608 -0.69921263724565508 -0.75798528194427495 0.32811794519424436 0.094767173968226134 -0.17666365113237809 0.72053602518179471 0.35343485512231526 -0.76162524443406332 -0.1915204239913825 -0.00038969977463320353 -0.0087194806201345565 1.163484437790784 -0.64845543036858244 -0.49812548537570311 -0.83526715538718477 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19 23 cat_threshold=1197 1073741824 0 4096 134349088 2147483648 2380 1079 1081344 536920192 56 72352258 33620016 1 0 536870912 0 1081346 524336 0 0 4096 134348832 is_linear=0 shrinkage=0.01 Tree=463 num_leaves=37 num_cat=13 split_feature=2 16 18 25 5 24 12 1 24 2 7 4 25 24 25 7 25 3 24 9 9 25 22 8 16 5 24 25 1 4 1 4 2 24 25 1 split_gain=226112 2.3543e+06 917362 344755 376475 430180 545374 328803 286575 642598 282984 455845 154403 235782 1.0893e+06 399209 230362 211754 120590 213645 545265 258303 114350 115912 125478 173029 105799 93216 90375.2 85668 75262.5 59680.4 50745.6 44575 19563.5 16633.3 threshold=381.19000000000005 348.30332000000004 125.11683500000002 0 318.54282000000006 1 2.2555000000000005 414.53600000000012 2 873.74500000000012 440.98528000000005 264.75500000000005 3 4 5 9.2450000000000028 6 1439.8675000000001 7 13.247000000000002 233.37814 8 550.81750000000011 1449.0631000000001 518.28800000000012 165.05000000000004 9 10 252.45450000000002 255.87150000000005 180.57000000000002 3.5880000000000005 873.74500000000012 11 12 91.185000000000016 decision_type=2 2 2 9 2 1 2 2 1 2 2 2 9 1 9 2 9 2 1 2 2 9 2 2 2 2 1 9 2 2 2 2 2 1 9 2 left_child=12 2 3 4 5 6 -2 -7 9 35 11 -6 13 14 -1 27 33 22 19 21 -21 -18 23 24 26 -26 -14 34 29 -20 32 -29 -10 -15 -16 -5 right_child=1 -3 -4 8 10 7 -8 -9 30 -11 -12 -13 17 16 15 -17 18 -19 28 20 -22 -23 -24 -25 25 -27 -28 31 -30 -31 -32 -33 -34 -35 -36 -37 leaf_value=1.0652581523358822 -0.28676429835598122 3.1932973655700683 -1.6125983492020637 -0.0089862675820627531 -0.58683820556191846 0.76975846544092852 1.5407060887813568 2.1538656854629519 -0.16305645171616034 1.7665020908756801 -1.2604004907608033 1.2870381559644426 0.01942900406221941 -0.085783309689653447 -0.0696760851542155 1.0880791497911726 0.36857470283526506 0.89861187036220846 -0.031234278806234729 1.9781904939526604 -0.25053505524345066 0.00061128572248686053 -0.72484183918346068 0.69106649875640869 -0.14192931840771977 -1.0790819370746614 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832 803 188 351 167 278 240 83 internal_count=103482 676 651 620 325 250 109 141 295 107 75 55 102806 2862 744 626 2118 99944 1840 1008 44 964 99918 99896 99872 134 99738 591 832 803 188 351 167 278 240 83 cat_boundaries=0 4 5 6 12 13 18 23 24 29 30 35 36 38 cat_threshold=1081344 512 544 33587200 2402 1353 1073741824 16386 4104 138543394 2147500080 1 1092 0 0 0 131360 2147500064 0 0 4096 131360 2147483680 313 1073741824 0 0 2 16 18 1073741824 16384 0 0 16 2210 0 16384 is_linear=0 shrinkage=0.01 Tree=464 num_leaves=43 num_cat=16 split_feature=2 16 18 25 5 24 12 1 24 2 2 4 25 24 25 25 3 25 6 9 5 24 1 25 4 24 25 1 3 25 4 5 18 1 4 1 1 2 24 25 1 24 split_gain=221611 2.30744e+06 899107 337895 368984 421620 534521 322260 280873 629810 225975 165962 151423 231317 1.06951e+06 226822 207540 150429 141642 502710 258157 128105 224267 219487 115380 109725 591920 302269 190367 186148 112787 107943 105856 89323.8 93911.7 73764.8 60350.2 49735.7 35279 19412.6 16302.3 4457.23 threshold=381.19000000000005 348.30332000000004 125.11683500000002 0 318.54282000000006 1 2.2555000000000005 414.53600000000012 2 873.74500000000012 590.51250000000016 370.75000000000006 3 4 5 6 1439.8675000000001 7 884.13250000000005 60.867350000000009 26.136750000000003 8 252.45450000000002 9 3.5880000000000005 10 11 334.96500000000003 22.764450000000004 12 189.40640000000002 240.04000000000002 887.50750000000005 252.45450000000002 255.87150000000005 180.57000000000002 0.2989 873.74500000000012 13 14 91.185000000000016 15 decision_type=2 2 2 9 2 1 2 2 1 2 2 2 9 1 9 9 2 9 2 2 2 1 2 9 2 1 9 2 2 9 2 2 2 2 2 2 2 2 1 9 2 1 left_child=12 2 3 4 5 6 -2 -7 9 40 -6 -12 13 14 -1 38 18 31 25 20 -20 22 23 -17 36 26 28 -28 -14 30 -27 39 -31 34 -23 37 -19 -10 -15 -16 -5 -40 right_child=1 -3 -4 8 10 7 -8 -9 35 -11 11 -13 16 15 17 21 -18 24 19 -21 -22 33 -24 -25 -26 29 27 -29 -30 32 -32 -33 -34 -35 -36 -37 -38 -39 41 -41 -42 -43 leaf_value=1.0554377983510494 -0.28389667226692267 3.1613643589019773 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leaf_count=118 89 25 31 62 31 121 20 20 118 24 24 20 152 116 187 102 26 264 42 21 20 744 28 837 31 1416 16382 85 36 81661 74 20 29 28 24 21 22 49 123 102 21 116 internal_value=0 0.180016 0.0655244 0.148624 0.364608 0.56038 0.0440267 0.893085 -0.0983497 0.294563 -0.239352 0.221386 -0.00163859 0.069952 0.220535 0.0162683 -0.00369529 0.0490361 -0.00392811 0.409001 0.861934 0.0629314 0.139805 0.114953 0.199238 -0.00427141 0.0191506 0.0126075 0.56268 -0.00896239 -0.119357 -0.106469 -0.00693447 -0.0310321 -0.0111952 -0.325558 0.268334 -0.272633 -0.210845 -0.159083 -0.0904606 -0.128014 internal_weight=0 676 651 620 325 250 109 141 295 107 75 44 102806 2862 744 2118 99944 626 99918 83 62 1763 967 939 317 99835 16655 16467 188 83180 1490 309 81690 796 768 188 286 167 355 289 83 239 internal_count=103482 676 651 620 325 250 109 141 295 107 75 44 102806 2862 744 2118 99944 626 99918 83 62 1763 967 939 317 99835 16655 16467 188 83180 1490 309 81690 796 768 188 286 167 355 289 83 239 cat_boundaries=0 4 5 6 12 13 18 23 28 29 30 31 33 38 39 43 44 cat_threshold=1081344 512 544 33587200 2402 1353 1073741824 16386 4104 138543394 2147500080 1 1092 0 0 0 131360 2147500064 0 0 4096 131360 2147500064 1073741824 16384 0 2 16 313 1073741824 18 1048576 536870912 537919488 536870912 16 32776 65536 25 0 16384 0 2 2178 is_linear=0 shrinkage=0.01 Tree=465 num_leaves=30 num_cat=2 split_feature=13 0 13 16 2 10 9 5 19 24 2 0 4 5 3 1 8 10 14 10 1 1 24 3 12 10 1 0 15 split_gain=195939 527166 329292 1.1836e+06 185250 204537 177800 359448 148510 126808 413364 501535 334865 254640 1.15173e+06 205888 190162 148749 129204 105184 90550.2 89686.5 87837.6 83240.3 47942.9 38139.6 31831.3 31343.5 15269.8 threshold=419.83380000000005 538.27200000000016 280.30300000000005 371.89150000000006 124.395 173.15041250000004 551.9285000000001 543.52500000000009 1018.0250000000002 0 103.80570000000002 883.10000000000014 678.11800000000005 606.07650000000001 108.75750000000001 383.96180000000004 194.07550000000001 522.5150000000001 1018.0250000000002 671.22124000000008 114.30865000000001 1083.8250000000003 1 55.162000000000006 159.01650000000004 181.65750000000006 48.057790000000004 96.595000000000013 33.483750000000008 decision_type=2 2 2 2 2 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=2 6 8 4 5 27 7 22 9 15 13 12 -12 18 -15 17 21 20 -11 -19 -1 -17 23 24 -2 26 -24 28 -4 right_child=1 -3 3 -5 -6 -7 -8 -9 -10 10 11 -13 -14 14 -16 16 -18 19 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 leaf_value=-0.014747780465868781 0.097170345713110534 -1.8220646286010742 -0.0069417307214829525 2.7086534056663516 -0.75747330760955811 1.01005965423584 0.74298620632716594 -1.5019524190425873 -0.84074867532366793 0.0024461853624163973 0.11381372704768003 1.4561800131304512 1.1454737062752247 -0.011614452904345943 2.4231386327743532 -0.32072722526985831 -1.1144001352148396 1.0732834057580858 -0.7640148484706879 0.11327726211547852 -0.14103644619093128 0.35791903454324475 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cat_threshold=2184 2700 is_linear=0 shrinkage=0.01 Tree=466 num_leaves=33 num_cat=1 split_feature=13 0 13 16 2 10 9 5 24 2 0 2 1 5 3 1 8 10 14 14 10 1 1 2 10 8 0 0 3 1 0 15 split_gain=192039 516675 322739 1.16004e+06 181563 200467 174262 352294 122871 367725 496985 276886 300759 245543 1.13295e+06 201720 186377 134997 126622 250790 112178 88701.5 87901.8 82256.2 98328.4 99815 65241.9 58613.6 45848.9 44879.1 30719.8 14965.9 threshold=419.83380000000005 538.27200000000016 280.30300000000005 371.89150000000006 124.395 173.15041250000004 551.9285000000001 543.52500000000009 0 103.80570000000002 883.10000000000014 1432.0500000000002 334.96500000000003 606.07650000000001 108.75750000000001 383.96180000000004 194.07550000000001 522.5150000000001 1018.0250000000002 650.34950000000015 671.22124000000008 114.30865000000001 1083.8250000000003 329.85800000000006 220.78900000000004 194.07550000000001 538.27200000000016 106.88450000000002 111.55832500000001 6.0168030000000003 96.595000000000013 33.483750000000008 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 2 2 2 2 2 left_child=2 6 8 4 5 30 7 23 15 13 11 12 -11 18 29 17 22 21 19 -10 -19 26 28 24 25 -2 -1 -23 -17 -15 31 -4 right_child=1 -3 3 -5 -6 -7 -8 -9 9 10 -12 -13 -14 14 -16 16 -18 20 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 leaf_value=-0.013720564598589544 -0.17140411327221641 -1.8038439903259278 -0.0068723124902225234 2.6815667991638183 -0.74989857912063596 0.99995907592773436 0.73555633908226381 -1.4869328920841218 0.0020301202320435951 0.10160998249451204 1.4416182146401242 -0.7997547040041536 0.5742133818342261 0.091954457120197577 2.3989071683088938 -0.2187909529566765 -1.1032561329858643 1.0625505833398727 -0.75637469486756759 0.93215162014139108 0.079883520603179936 -0.089459578665674389 0.35433983968651817 0.43693487348556515 -0.68081366335973148 0.50719452114105223 -0.30155282584926751 -0.34072456175397187 -0.68318289827417444 -0.42615808668590732 0.46580469167232513 0.28045505133542148 leaf_weight=24829 163 20 103 20 20 30 21 20 75353 1733 29 32 146 82 24 100 28 21 22 29 26 465 23 25 32 25 79 116 27 21 20 22 leaf_count=24829 163 20 103 20 20 30 21 20 75353 1733 29 32 146 82 24 100 28 21 22 29 26 465 23 25 32 25 79 116 27 21 20 22 internal_value=0 -0.249969 0.000916768 0.387955 0.152713 0.255869 -0.141306 -0.210794 0.00011032 0.00639734 0.14234 0.122623 0.138332 0.00290652 0.442242 -0.0188264 -0.354306 -0.0164953 0.00216657 0.00238794 0.518948 -0.0174826 -0.214501 -0.106619 -0.168387 -0.0811649 -0.0146335 -0.139626 -0.31752 -0.0136801 0.101919 0.0436973 internal_weight=0 306 103400 215 195 175 286 265 103185 77471 1940 1911 1879 75531 127 25714 178 25536 75404 75382 47 25489 150 245 220 188 24908 581 127 103 145 125 internal_count=103706 306 103400 215 195 175 286 265 103185 77471 1940 1911 1879 75531 127 25714 178 25536 75404 75382 47 25489 150 245 220 188 24908 581 127 103 145 125 cat_boundaries=0 1 cat_threshold=2184 is_linear=0 shrinkage=0.01 Tree=467 num_leaves=27 num_cat=2 split_feature=13 0 13 16 2 10 9 8 19 25 2 26 10 1 2 24 0 10 0 16 2 17 8 0 11 1 split_gain=188218 506393 316316 1.13696e+06 177950 196478 170794 302078 145354 144182 869973 330795 243240 298667 223186 160431 149876 107293 100972 98471.5 142855 124616 102766 30108.4 13262.3 11311.9 threshold=419.83380000000005 538.27200000000016 280.30300000000005 371.89150000000006 124.395 173.15041250000004 551.9285000000001 522.5150000000001 1018.0250000000002 0 1054.5000000000002 2022.5000000000002 553.80150000000015 59.886000000000003 1054.5000000000002 1 1077.3535000000002 1092.2834 1438.4900000000002 194.48100000000002 194.25275000000002 63.795000000000009 147.43690000000001 96.595000000000013 85.796875000000014 54.547500000000007 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=2 6 8 4 5 23 7 19 9 10 12 -12 15 -14 16 -1 17 -11 -18 20 22 -21 -2 24 -4 -16 right_child=1 -3 3 -5 -6 -7 -8 -9 -10 14 11 -13 13 -15 25 -17 18 -19 -20 21 -22 -23 -24 -25 -26 -27 leaf_value=0.11652880883461891 -0.20101598730627096 -1.785805534362793 -0.0016943067369006928 2.6547510647773742 -0.74239958572387699 0.98995947869618739 0.72820075216747471 -1.3595435260591051 -0.83176835900261292 -0.0031471497098878765 2.3000932554765181 0.58490924830022073 0.18777908409966362 1.6564657468795776 -0.54534814834594725 0.0082780457250986577 -0.94506737164088661 0.58525870046307971 -0.095815530334200191 -1.1215682644844056 0.72276273095089449 -0.018624027797154018 0.54329318341754729 0.46114664888381962 0.27927218103408813 -0.85038829803466798 leaf_weight=1627 159 20 105 20 20 30 21 21 21 92891 22 23 45 20 31 8398 28 31 28 20 23 21 21 20 20 20 leaf_count=1627 159 20 105 20 20 30 21 21 21 92891 22 23 45 20 31 8398 28 31 28 20 23 21 21 20 20 20 internal_value=0 -0.247469 0.0009076 0.384076 0.151186 0.25331 -0.139893 -0.208686 0.000109217 0.000278553 0.0360763 1.42344 0.0299246 0.639683 -0.0036249 0.025971 -0.00326253 -0.00295085 -0.520441 -0.109637 -0.0193539 -0.556646 -0.11418 0.1009 0.0432603 -0.664972 internal_weight=0 306 103400 215 195 175 286 265 103185 103164 10135 45 10090 65 93029 10025 92978 92922 56 244 203 41 180 145 125 51 internal_count=103706 306 103400 215 195 175 286 265 103185 103164 10135 45 10090 65 93029 10025 92978 92922 56 244 203 41 180 145 125 51 cat_boundaries=0 6 7 cat_threshold=1074790656 32898 528904 41058560 2282766450 896 80 is_linear=0 shrinkage=0.01 Tree=468 num_leaves=30 num_cat=2 split_feature=13 0 13 16 2 9 5 19 24 2 0 4 5 3 1 4 14 1 1 0 11 1 2 24 16 2 7 2 13 split_gain=184472 496316 310021 1.11433e+06 174409 167395 342737 142461 121681 396632 480801 326644 244278 1.10575e+06 198800 178975 123974 118858 104394 176965 97235.6 89650.7 87007.9 81460.3 109613 113503 78409.7 56167 22610.1 threshold=419.83380000000005 538.27200000000016 280.30300000000005 371.89150000000006 124.395 551.9285000000001 543.52500000000009 1018.0250000000002 0 103.80570000000002 883.10000000000014 678.11800000000005 606.07650000000001 108.75750000000001 383.96180000000004 359.70000000000005 1018.0250000000002 133.78600000000003 352.68673250000012 46.075800000000008 101.55859550000001 1083.8250000000003 51.871000000000009 1 194.48100000000002 79.580000000000013 233.37814 45.363300000000002 371.41875000000005 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 1 2 2 2 2 2 left_child=2 5 7 4 17 6 23 8 14 12 11 -11 16 -14 18 21 -10 20 22 -20 28 -16 -1 24 25 -2 27 -25 -4 right_child=1 -3 3 -5 -6 -7 -8 -9 9 10 -12 -13 13 -15 15 -17 -18 -19 19 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 leaf_value=-0.012739051553607206 0.06296148906780194 -1.7679475097656252 0.12268594060625349 2.628203496456146 -0.73497558832168586 0.72091877392360149 -1.4653082170486451 -0.82345067784899761 0.0023954649228121669 0.11135419767155146 1.4258279030898522 1.1302718341350555 -0.011558990291520662 2.3741000787417095 -0.33205659492607537 -1.2428642749786378 -0.74839287790385156 0.97629260599613188 -0.1532091034026373 1.1611399250030519 0.72830983695983886 0.36961744898841498 -0.095936120513343395 -0.29432292452564951 -0.53302378778872284 0.90628308415412906 -0.83596126328815124 0.29743438494205476 -0.183464215695858 leaf_weight=24164 79 20 98 20 20 21 20 21 75372 1874 29 32 102 24 137 20 22 20 21 20 25 21 1326 81 23 20 22 20 32 leaf_count=24164 79 20 98 20 20 21 20 21 75372 1874 29 32 102 24 137 20 22 20 21 20 25 21 1326 81 23 20 22 20 32 internal_value=0 -0.244995 0.000898645 0.380235 0.149674 -0.138494 -0.206599 0.000108246 0.000275889 0.00653303 0.147905 0.128461 0.00291162 0.442852 -0.0185707 -0.351613 0.00217638 0.250777 -0.016256 0.487937 0.157162 -0.238796 -0.017067 -0.103847 0.0821218 0.233329 -0.272802 -0.177143 0.0473259 internal_weight=0 306 103400 215 195 286 265 103185 103164 77455 1935 1906 75520 126 25709 178 75394 175 25531 41 155 158 25490 245 122 99 123 101 130 internal_count=103706 306 103400 215 195 286 265 103185 103164 77455 1935 1906 75520 126 25709 178 75394 175 25531 41 155 158 25490 245 122 99 123 101 130 cat_boundaries=0 1 2 cat_threshold=2184 2728 is_linear=0 shrinkage=0.01 Tree=469 num_leaves=27 num_cat=2 split_feature=13 0 13 16 2 10 9 8 19 25 2 26 10 1 2 24 0 10 0 16 2 17 8 0 15 1 split_gain=180801 486439 303852 1.09216e+06 170938 191396 164064 293613 139626 140999 851860 323791 237513 291949 219350 156942 147672 104966 98207.5 95130 139125 121645 100495 29223.2 14335.2 11061 threshold=419.83380000000005 538.27200000000016 280.30300000000005 371.89150000000006 124.395 173.15041250000004 551.9285000000001 522.5150000000001 1018.0250000000002 0 1054.5000000000002 2022.5000000000002 553.80150000000015 59.886000000000003 1054.5000000000002 1 1077.3535000000002 1092.2834 1438.4900000000002 194.48100000000002 194.25275000000002 63.795000000000009 147.43690000000001 96.595000000000013 33.483750000000008 54.547500000000007 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=2 6 8 4 5 23 7 19 9 10 12 -12 15 -14 16 -1 17 -11 -18 20 22 -21 -2 24 -4 -16 right_child=1 -3 3 -5 -6 -7 -8 -9 -10 14 11 -13 13 -15 25 -17 18 -19 -20 21 -22 -23 -24 -25 -26 -27 leaf_value=0.11524688394513793 -0.1975944555855397 -1.7502680435180664 -0.0084356666305690133 2.6019215011596679 -0.72762582969665535 0.97533056974411014 0.71370957465398877 -1.3391523202260336 -0.81521618371918092 -0.0031125335103978501 2.2758403665369209 0.5789132139928963 0.18533077367146811 1.637405424118042 -0.54093570340064268 0.0081799731190386384 -0.93536318915230898 0.57887862974597559 -0.097818045786448898 -1.1043901343345643 0.71422057265820715 -0.014669512112935384 0.53844210352216448 0.45275417935848239 0.27277182080528956 -0.84257456636428829 leaf_weight=1627 159 20 103 20 20 30 21 21 21 92891 22 23 45 20 31 8398 28 31 28 20 23 21 21 20 22 20 leaf_count=1627 159 20 103 20 20 30 21 21 21 92891 22 23 45 20 31 8398 28 31 28 20 23 21 21 20 22 20 internal_value=0 -0.242545 0.000889658 0.376433 0.148177 0.248269 -0.13711 -0.204533 0.000107163 0.00027313 0.0356735 1.40852 0.0295862 0.632123 -0.003587 0.0256794 -0.00322775 -0.00291837 -0.516591 -0.106881 -0.0181437 -0.546241 -0.111724 0.0978427 0.0410569 -0.659225 internal_weight=0 306 103400 215 195 175 286 265 103185 103164 10135 45 10090 65 93029 10025 92978 92922 56 244 203 41 180 145 125 51 internal_count=103706 306 103400 215 195 175 286 265 103185 103164 10135 45 10090 65 93029 10025 92978 92922 56 244 203 41 180 145 125 51 cat_boundaries=0 6 7 cat_threshold=1074790656 32898 528904 41058560 2282766450 896 80 is_linear=0 shrinkage=0.01 Tree=470 num_leaves=22 num_cat=0 split_feature=22 13 5 8 8 9 8 6 5 10 6 5 13 5 10 14 19 4 5 5 9 split_gain=192662 105291 381372 208641 172654 105273 143628 100232 858298 427730 988406 284243 177850 416552 165482 116309 108045 103038 80852.4 77303.3 121.627 threshold=550.81750000000011 419.83380000000005 543.52500000000009 395.78950000000003 165.05000000000004 1118.3000000000002 155.87450000000004 172.78900000000002 1062.3775000000003 424.71125000000001 329.28675000000004 670.0675 280.30300000000005 152.16750000000005 424.71125000000001 766.49265000000003 24.066000000000006 255.87150000000005 178.71625000000003 96.211500000000015 1449.0631000000001 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 5 3 4 18 7 20 12 9 11 -11 -9 14 16 15 -1 -14 -16 19 -3 -7 right_child=-2 2 -4 -5 -6 6 -8 8 -10 10 -12 -13 13 -15 17 -17 -18 -19 -20 -21 -22 leaf_value=-0.0012311062676342557 0.91470232092815895 -0.098689983673393725 -1.3715850215911867 -0.93025597370587865 0.64102146380656477 -0.057278317269824797 -1.0834340867542085 0.033002864604454014 2.0897891525995163 2.2331569223568359 -0.13427963871426055 -1.0228037504049448 0.053932802536908318 1.6686042202115059 -0.32958755271001294 0.45061682153166388 0.83549692893028271 0.36045690536499025 0.4702477423440326 -0.75810726737976075 -0.090923961075869489 leaf_weight=101203 23 160 25 26 37 21 21 1323 21 29 45 26 153 20 220 57 20 24 22 20 22 leaf_count=101203 23 160 25 26 37 21 21 1323 21 29 45 26 153 20 220 57 20 24 22 20 22 internal_value=0 -0.000638461 -0.190916 -0.0795319 0.0130155 -0.000103792 -0.405551 0.000147792 0.082877 0.0532599 0.7935 0.0126537 -0.00102688 0.302247 -0.00160353 -0.000976758 0.144287 -0.261714 -0.102015 -0.171959 -0.0744924 internal_weight=0 103495 290 265 239 103205 64 103141 1444 1423 74 1349 101697 193 101504 101260 173 244 202 180 43 internal_count=103518 103495 290 265 239 103205 64 103141 1444 1423 74 1349 101697 193 101504 101260 173 244 202 180 43 is_linear=0 shrinkage=0.01 Tree=471 num_leaves=16 num_cat=1 split_feature=11 13 8 0 2 8 25 26 16 9 8 1 0 12 10 split_gain=175530 127704 446025 297106 177517 126488 120526 139249 123798 94773.9 146757 83809.7 447925 107205 69148.4 threshold=1429.7025000000001 419.83380000000005 551.49600000000009 438.09750000000008 436.65050000000002 165.05000000000004 0 2022.5000000000002 1079.5035000000003 1118.3000000000002 155.87450000000004 891.44875000000013 538.27200000000016 221.00625000000005 181.65750000000006 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 6 3 4 5 14 7 -1 9 11 -11 13 -13 -8 -3 right_child=-2 2 -4 -5 -6 -7 8 -9 -10 10 -12 12 -14 -15 -16 leaf_value=0.46147060199129969 0.75193630729952166 -0.092729312928441235 -1.5786621502312748 -1.0731464702742439 0.91725660896301264 0.45886661328767475 -0.0010337308402903346 -0.0078297492561414262 0.67643322273536965 -0.025945877384495095 -1.0725997361682711 -0.0075856218338012692 -1.5549587540193037 0.12799718943183069 -0.63243716171809605 leaf_weight=124 31 156 22 28 20 38 102062 129 27 37 21 125 22 648 28 leaf_count=124 31 156 22 28 20 38 102062 129 27 37 21 125 22 648 28 internal_value=0 -0.000656111 -0.209488 -0.0979261 0.0149093 -0.0663833 -6.52002e-05 0.213735 -0.000611359 -0.000789043 -0.404907 -0.000561165 -0.239165 -0.000219671 -0.174859 internal_weight=0 103487 292 270 242 222 103195 253 102942 102915 58 102857 147 102710 184 internal_count=103518 103487 292 270 242 222 103195 253 102942 102915 58 102857 147 102710 184 cat_boundaries=0 5 cat_threshold=0 0 0 131072 2147483680 is_linear=0 shrinkage=0.01 Tree=472 num_leaves=17 num_cat=3 split_feature=22 25 24 26 0 13 5 3 0 26 10 25 16 7 26 16 split_gain=189602 101685 1.20089e+06 582958 99075.5 476446 334177 193334 192192 407647 160239 189025 147648 130070 46734.1 15747.2 threshold=550.81750000000011 0 1 2022.5000000000002 468.26850000000007 307.63250000000005 670.0675 1439.8675000000001 438.09750000000008 2022.5000000000002 362.01900000000001 2 920.44288200000017 141.29500000000002 2022.5000000000002 1079.5035000000003 decision_type=2 9 1 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 3 -1 7 6 10 8 12 -10 11 -6 13 -3 -4 -14 right_child=-2 4 14 -5 5 -7 -8 -9 9 -11 -12 -13 15 -15 -16 -17 leaf_value=1.7217966937861946 0.90741389896558677 -0.0021860261309111098 -0.61928781772727404 0.28522807731692279 -0.42701252757049191 -1.200807211949275 1.1240539716637654 0.6779056706882659 1.4494211755480086 -0.17994733852498673 0.61055502052964838 -0.001082261302112754 -0.3289366946901594 0.088772622621014624 -0.26024799816970584 -0.68597642644246426 leaf_weight=57 23 100943 67 56 154 39 23 42 28 34 29 296 21 1597 79 30 leaf_count=57 23 100943 67 56 154 39 23 42 28 34 29 296 21 1597 79 30 internal_value=0 -0.000628181 0.193544 0.927766 -0.00113396 -0.136106 -0.0533902 -0.000423034 -0.000700569 0.555897 -0.109927 -0.156358 -0.00103694 -0.000769399 -0.397768 -0.53896 internal_weight=0 103495 259 113 103236 541 502 102695 102653 62 479 450 102591 102540 146 51 internal_count=103518 103495 259 113 103236 541 502 102695 102653 62 479 450 102591 102540 146 51 cat_boundaries=0 5 6 11 cat_threshold=0 0 0 131072 2147483680 3268 32768 512 512 0 8192 is_linear=0 shrinkage=0.01 Tree=473 num_leaves=14 num_cat=2 split_feature=22 12 12 25 24 26 12 5 11 7 17 3 26 split_gain=185829 103608 285670 107509 1.52122e+06 408597 103500 214572 136777 104721 357301 110109 34969.1 threshold=550.81750000000011 1362.4500000000003 1040.4400000000003 0 1 2022.5000000000002 521.05947000000003 518.47500000000002 228.79300000000003 141.29500000000002 532.11625000000015 1439.8675000000001 2022.5000000000002 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 9 8 -8 11 -11 -5 -6 right_child=-2 -3 -4 6 12 -7 7 -9 -10 10 -12 -13 -14 leaf_value=1.8608196815789917 0.89833973926046629 -0.58821123035748801 0.91602544952841369 -0.0023855158602758887 -0.53240518064384001 0.58213206300930109 -0.29355808176435866 -1.1938346399579731 0.3948693425838764 0.060374448582231462 1.3154350450764531 0.52238187646865852 -0.25144079330092983 leaf_weight=51 23 30 34 101272 83 49 111 21 39 1647 23 40 95 leaf_count=51 23 30 34 101272 83 49 111 21 39 1647 23 40 95 internal_value=0 -0.000622313 -0.000451939 -0.000753205 0.192187 1.12206 -0.00129169 -0.247109 -0.114567 -0.00088364 0.0776597 -0.00217833 -0.362109 internal_weight=0 103495 103465 103431 278 100 103153 171 150 102982 1670 101312 178 internal_count=103518 103495 103465 103431 278 100 103153 171 150 102982 1670 101312 178 cat_boundaries=0 5 6 cat_threshold=0 0 4096 131072 2147483680 3140 is_linear=0 shrinkage=0.01 Tree=474 num_leaves=13 num_cat=2 split_feature=22 25 24 26 12 12 0 3 14 3 0 26 split_gain=182131 102437 1.49521e+06 400466 101914 280314 112320 439748 312329 203085 188380 34478.6 threshold=550.81750000000011 0 1 2022.5000000000002 1362.4500000000003 1040.4400000000003 468.26850000000007 888.10000000000014 243.40690000000004 1439.8675000000001 438.09750000000008 2022.5000000000002 decision_type=2 9 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 9 8 -8 10 -3 -4 right_child=-2 4 11 -5 -6 -7 7 -9 -10 -11 -12 -13 leaf_value=1.8422115587720682 0.88935640169226604 -0.0011420764649610156 -0.52708112400698381 0.57631074535603422 -0.60436932323234427 0.9068651906181785 -0.016128215788537438 -1.3896035766601562 -1.0521814692404963 0.70312737406753911 0.55023993411371785 -0.24943854052688658 leaf_weight=51 23 102518 83 49 28 34 474 27 31 41 62 97 leaf_count=51 23 102518 83 49 28 34 474 27 31 41 62 97 internal_value=0 -0.000616089 0.187065 1.11084 -0.00114324 -0.000979664 -0.0012789 -0.146206 -0.0797275 -0.000527575 -0.000808818 -0.357596 internal_weight=0 103495 280 100 103215 103187 103153 532 505 102621 102580 180 internal_count=103518 103495 280 100 103215 103187 103153 532 505 102621 102580 180 cat_boundaries=0 5 6 cat_threshold=0 0 4096 131072 2147483680 3140 is_linear=0 shrinkage=0.01 Tree=475 num_leaves=20 num_cat=0 split_feature=2 12 6 6 0 1 0 7 5 2 2 22 0 1 11 10 2 2 0 split_gain=247028 1.40801e+06 304991 191883 182143 168300 128948 339140 378264 121986 348748 111693 96501.5 151705 86528.3 110948 72954.8 71991.4 42188.4 threshold=873.74500000000012 143.12500000000003 124.18500000000002 1424.6500000000003 130.34875000000002 7.8769000000000009 883.10000000000014 359.98750000000001 15.581850000000001 1054.5000000000002 1432.0500000000002 550.81750000000011 658.11750000000018 315.17050000000006 1429.7025000000001 1092.2834 56.165230500000007 98.190625000000011 1077.3535000000002 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 6 5 9 11 8 16 -2 -11 12 14 17 15 -1 18 -14 -8 right_child=1 -3 -4 -5 -6 -7 7 -9 -10 10 -12 -13 13 -15 -16 -17 -18 -19 -20 leaf_value=-5.696103083342903e-05 -0.41875519183549015 2.4309807453836716 -1.1021725910360163 -0.66811760026355116 0.90187527903804066 -0.77392025056092639 -0.1006319004058838 1.4627531660170783 -0.84156194867509782 1.3891210721886678 -0.25977909248450709 -0.74766258811950681 -0.25492845149416676 -1.0350983741066673 -0.54611691269381302 0.42654486202802816 0.91685392761230478 0.41937313309311869 0.37142904575054458 leaf_weight=102969 22 28 22 43 27 23 25 21 33 23 29 20 76 22 29 61 20 20 78 leaf_count=102969 22 28 22 43 27 23 25 21 33 23 29 20 76 22 29 61 20 20 78 internal_value=0 0.37686 -0.0170805 -0.000245472 0.175436 -0.026769 3.23401e-05 0.269712 0.10911 0.205454 0.469542 -0.000430205 -0.00028536 -0.286095 4.1885e-05 0.000195613 0.364169 -0.114449 0.256851 internal_weight=0 174 146 103417 124 97 103374 177 156 74 52 103197 103177 118 103059 103030 123 96 103 internal_count=103591 174 146 103417 124 97 103374 177 156 74 52 103197 103177 118 103059 103030 123 96 103 is_linear=0 shrinkage=0.01 Tree=476 num_leaves=29 num_cat=10 split_feature=2 12 26 25 0 25 24 0 24 25 12 5 3 5 24 3 2 25 24 10 1 26 24 26 24 26 26 26 split_gain=242112 1.37999e+06 281043 176076 118218 115350 431800 606869 230274 326580 179731 186078 149851 113490 699897 87773.4 80262.4 79904.1 74326.9 48283.8 52892 45715.1 26924 18602.4 14994.7 14803.5 8675.99 251.331 threshold=873.74500000000012 143.12500000000003 2022.5000000000002 0 130.34875000000002 1 2 79.824400000000011 3 4 607.84575000000007 440.98528000000005 1439.8675000000001 418.34600000000006 5 7.7340000000000009 54.445500000000003 6 7 125.12683500000001 85.820000000000022 2022.5000000000002 8 2022.5000000000002 9 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 2 9 1 2 1 9 2 2 2 2 1 2 2 9 1 2 2 2 1 2 1 2 2 2 left_child=3 2 4 21 -2 6 7 8 23 -10 12 19 13 16 -15 -4 -7 18 26 20 -12 -1 27 -5 -20 -24 -8 -19 right_child=1 -3 15 5 -6 10 17 -9 9 -11 11 -13 -14 14 -16 -17 -18 22 24 -21 -22 -23 25 -25 -26 -27 -28 -29 leaf_value=-0.63801107406616209 0.16786821225110224 2.406671005317143 -0.24008641452701004 0.75350439947159564 1.0593536027272541 -0.0028719636646431447 0.28752527094599029 1.7045596282396998 -0.20681527877472483 0.28204945305831564 0.011022565449987139 -1.2388835072517395 -0.6049809807102855 0.48523902616080117 -0.28687073261258705 -1.015592808008194 0.041673101361234643 -0.076138987833993477 0.0010354194641113282 -0.5347823610025294 -0.55007762091500423 -0.22259417215983074 -0.360347770430825 0.5065397829305931 -0.15705683068941104 -0.19514256138667882 0.12776567274245662 -0.046033168451653589 leaf_weight=52 51 28 54 61 21 96981 67 28 202 383 84 20 41 262 199 20 4221 57 110 34 21 54 110 61 139 107 69 54 leaf_count=52 51 28 54 61 21 96981 67 28 202 383 84 20 41 262 199 20 4221 57 110 34 21 54 110 61 139 107 69 54 internal_value=0 0.373092 -0.0169097 -0.000243017 0.427885 0.000194197 0.0885113 0.257169 0.203484 0.112606 -0.00106981 -0.337019 -0.000544708 -0.000300942 0.156245 -0.449683 -0.00101405 -0.0865026 0.012159 -0.207254 -0.101197 -0.389626 -0.199243 0.582293 -0.0898734 -0.266601 0.192329 -0.0564109 internal_weight=0 174 146 103417 72 103311 1448 735 707 585 101863 159 101704 101663 461 74 101202 713 385 139 105 106 328 122 249 217 136 111 internal_count=103591 174 146 103417 72 103311 1448 735 707 585 101863 159 101704 101663 461 74 101202 713 385 139 105 106 328 122 249 217 136 111 cat_boundaries=0 5 11 12 13 18 19 25 26 27 28 cat_threshold=0 0 4096 138412032 2147483648 1073741824 2 0 1179912 524320 1 3404 64 0 0 0 131328 524288 3681 0 0 0 1048584 524288 1 144 129 3 is_linear=0 shrinkage=0.01 Tree=477 num_leaves=21 num_cat=3 split_feature=2 12 4 0 25 1 26 7 0 7 1 26 25 24 0 12 1 26 16 26 split_gain=237294 1.35253e+06 468615 513920 172572 144035 179905 122514 142300 485054 207901 208288 112167 615230 287499 185409 201149 124283 121111 44805.4 threshold=873.74500000000012 143.12500000000003 221.43500000000003 130.34875000000002 0 7.8769000000000009 2022.5000000000002 1449.0631000000001 883.10000000000014 301.53500000000008 285.3250000000001 2022.5000000000002 1 2 52.741000000000007 607.84575000000007 169.65250000000003 2022.5000000000002 371.89150000000006 2022.5000000000002 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 left_child=4 2 3 5 19 6 -2 8 12 10 11 -10 13 17 -15 18 -17 -6 -14 -1 right_child=1 -3 -4 -5 7 -7 -8 -9 9 -11 -12 -13 15 14 -16 16 -18 -19 -20 -21 leaf_value=-0.63163095272504366 0.71629046006636188 2.38260422293629 -1.2940783957640329 1.6579124913896834 0.38781112682251706 -0.6865941556294759 -0.27565744152156318 -0.56018199364344279 0.62823726502017696 1.7107541611081079 -0.74387640771865848 -0.17383727276911501 -9.6575044596011863e-05 -0.040551625492053461 1.0476868087768554 -0.17403313218139288 -1.0970719912956501 0.92264569685194231 -0.23184676872385024 -0.22036822884171098 leaf_weight=52 33 28 24 21 84 27 41 39 69 21 25 61 101676 839 25 127 29 90 226 54 leaf_count=52 33 28 24 21 84 27 41 39 69 21 25 61 101676 839 25 127 29 90 226 54 internal_value=0 0.369361 -0.0167406 0.234539 -0.000240473 -0.06141 0.166698 0.000192368 0.000404009 0.284507 0.0912735 0.251879 -8.09966e-05 0.102847 -0.00895955 -0.00113781 -0.345624 0.628338 -0.000610555 -0.38573 internal_weight=0 174 146 122 103417 101 74 103311 103272 176 155 130 103096 1038 864 102058 156 174 101902 106 internal_count=103591 174 146 122 103417 101 74 103311 103272 176 155 130 103096 1038 864 102058 156 174 101902 106 cat_boundaries=0 5 11 12 cat_threshold=0 0 4096 138412032 2147483648 1073741824 0 0 131328 524320 1 72 is_linear=0 shrinkage=0.01 Tree=478 num_leaves=23 num_cat=6 split_feature=2 12 4 0 6 25 4 25 0 12 4 1 26 6 25 24 25 25 5 1 16 26 split_gain=232572 1.32561e+06 459289 503693 188225 164457 146432 315970 506064 325846 185298 141169 176325 137170 108388 354520 1.01864e+06 269259 101226 366885 103542 42596.7 threshold=873.74500000000012 143.12500000000003 221.43500000000003 130.34875000000002 1424.6500000000003 0 194.61300000000003 1 883.10000000000014 545.35800000000017 1468.3681000000001 7.8769000000000009 2022.5000000000002 522.5150000000001 2 3 4 5 298.26650000000006 285.3250000000001 1079.5035000000003 2022.5000000000002 decision_type=2 2 2 2 2 9 2 9 2 2 2 2 2 2 9 1 9 9 2 2 2 2 left_child=4 2 3 11 5 21 14 8 9 -8 13 12 -2 -9 15 16 -7 -17 20 -20 -16 -1 right_child=1 -3 -4 -5 -6 6 7 10 -10 -11 -12 -13 -14 -15 18 17 -18 -19 19 -21 -22 -23 leaf_value=-0.62116045316060386 0.70912754290031677 2.358778201682227 -1.2811376098791758 1.6413334215255011 -0.66171496236047078 1.0999324732530313 0.25604101566341814 -0.095573402546637556 1.7870170793079194 -0.86570527836128519 0.78966134878305283 -0.67972820970747205 -0.27290086270196406 0.6305075183014075 -0.0015405831817526439 -0.17806648073881343 0.048569761036354818 0.096534179947865062 -0.052299962856801122 -0.92071156943285914 -0.72113429260253914 -0.21816454710783781 leaf_weight=51 33 28 24 21 43 112 633 716 21 27 26 27 41 27 99241 560 395 946 491 54 20 54 leaf_count=51 33 28 24 21 43 112 633 716 21 27 26 27 41 27 99241 560 395 946 491 54 20 54 internal_value=0 0.365667 -0.0165732 0.232194 -0.000238068 3.70832e-05 0.00045792 0.100242 0.255032 0.210151 -0.039635 -0.0607959 0.165031 -0.0691882 -0.000963063 0.0715034 0.297606 -0.006076 -0.00243157 -0.138344 -0.00168557 -0.377914 internal_weight=0 174 146 122 103417 103374 103269 1450 681 660 769 101 74 743 101819 2013 507 1506 99806 545 99261 105 internal_count=103591 174 146 122 103417 103374 103269 1450 681 660 769 101 74 743 101819 2013 507 1506 99806 545 99261 105 cat_boundaries=0 5 11 17 18 23 28 cat_threshold=0 0 4096 138412032 2147483648 49152 16912 512 0 536879168 5120 1073742080 536870914 128 1179914 524320 1 2114 0 536870912 0 131328 32 0 536870912 0 131328 524320 is_linear=0 shrinkage=0.01 Tree=479 num_leaves=14 num_cat=0 split_feature=22 12 16 3 4 0 4 8 1 14 5 8 3 split_gain=212158 164617 176102 215941 389817 255673 198652 390820 295904 156685 400266 176886 93134.3 threshold=550.81750000000011 1362.4500000000003 1079.5035000000003 1077.3535000000002 301.86800000000011 114.45750000000002 194.61300000000003 796.15000000000009 891.44875000000013 766.49265000000003 27.185999999999996 679.47498000000007 1439.8675000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 12 9 8 -8 11 -11 -1 -5 right_child=-2 -3 -4 4 -6 -7 7 -9 -10 10 -12 -13 -14 leaf_value=-0.00093408325257178374 0.9822859209234065 -0.76649005532264713 0.70958161081586568 -0.083507025241851815 -1.7100045161247255 0.83033871364593514 0.11314812686741352 1.1921403802524915 -0.85939281344413754 -0.0096720010345265027 1.5220571962992349 -0.35536976501451312 -0.84645494312047964 leaf_weight=101713 22 28 35 32 20 20 1400 33 32 59 24 141 32 leaf_count=101713 22 28 35 32 20 20 1400 33 32 59 24 141 32 internal_value=0 0.000165225 0.000372547 0.000132732 -0.455309 -0.156572 0.000590807 0.11621 0.0914154 -0.00107083 0.433238 -0.00142474 -0.464981 internal_weight=0 103569 103541 103506 104 84 103402 1465 1432 101937 83 101854 64 internal_count=103591 103569 103541 103506 104 84 103402 1465 1432 101937 83 101854 64 is_linear=0 shrinkage=0.01 Tree=480 num_leaves=21 num_cat=1 split_feature=11 2 7 4 5 2 8 8 25 14 5 2 2 26 10 15 11 7 4 7 split_gain=158673 1.09026e+06 121904 147427 498320 214628 136130 150721 133514 121611 482207 110830 168693 107450 98399.3 67139.9 27507 27348.6 4668.2 655.165 threshold=1085.9700000000003 11.223500000000003 769.5200000000001 1086.5100000000002 217.92150000000004 11.223500000000003 450.66846000000004 128.77025 0 766.49265000000003 27.185999999999996 1432.0500000000002 1054.5000000000002 2022.5000000000002 36.122500000000009 15.062500000000002 1429.7025000000001 1092.2834 1468.3681000000001 1449.0631000000001 decision_type=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 8 5 18 7 14 13 11 15 12 -10 -1 17 -11 -2 -4 -5 -19 right_child=1 -3 6 4 -6 -7 -8 -9 9 10 -12 -13 -14 -15 -16 -17 -18 19 -20 -21 leaf_value=-0.60722354888916019 -0.13751920887402125 2.4296910562515261 0.020518221971465321 0.48479383295232603 1.7958706111907958 -0.84051366227013735 -1.0122229810194536 0.59266193866729733 -0.0011384793082893077 -0.38057004504425579 1.3342616115916861 -0.47654777965375356 0.56317754952412735 -0.040815670273520732 -0.92984099126997455 0.32074220824241634 -0.64350135992873803 -0.37221532742182412 0.28312587936719258 -0.29573205107734318 leaf_weight=68 21 20 41 22 20 21 22 22 102807 43 33 49 53 66 21 20 22 24 24 21 leaf_count=68 21 20 41 22 20 21 22 22 102807 43 33 49 53 66 21 20 22 24 24 21 internal_value=0 0.500776 -0.00123608 -0.000820753 0.410656 -0.00284032 -0.285161 -0.161166 -0.00116784 -0.000742272 0.35501 -0.00107421 -0.000847708 -0.305452 -0.316158 -0.157931 -0.396394 -0.166306 0.379576 -0.336523 internal_weight=0 63 103377 103226 87 67 151 129 103139 103005 96 102909 102860 134 107 63 43 86 46 45 internal_count=103440 63 103377 103226 87 67 151 129 103139 103005 96 102909 102860 134 107 63 43 86 46 45 cat_boundaries=0 5 cat_threshold=0 0 0 8 2147483680 is_linear=0 shrinkage=0.01 Tree=481 num_leaves=12 num_cat=1 split_feature=22 22 16 2 2 25 3 7 3 22 1 split_gain=156435 510672 126959 158834 183583 122660 154241 111837 108078 74077.8 62853.6 threshold=592.37750000000005 341.75500000000005 1079.5035000000003 1432.0500000000002 1054.5000000000002 0 471.50829000000004 543.52500000000009 6.6572445000000009 465.57500000000005 7.8769000000000009 decision_type=2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -5 -3 -6 right_child=-2 9 -4 8 10 7 -8 -9 -10 -11 -12 leaf_value=-0.049276568658272575 -0.88524289321899419 0.69859219813346873 0.59256351947784425 -0.16282518794760109 0.83337406382841228 0.0012177860381435335 -0.55623759957610586 -0.21401819614339468 -1.0615194246820783 1.5592766394615174 0.18711226569281686 leaf_weight=3712 20 20 36 32 34 99213 61 242 23 20 27 leaf_count=3712 20 20 36 32 34 99213 61 242 23 20 27 internal_value=0 -0.000750012 -0.00118711 -0.00139395 -0.00110787 -0.00143195 -0.0573209 0.000693991 -0.538643 1.12893 0.547324 internal_weight=0 103420 103380 103344 103289 103228 3773 99455 55 40 61 internal_count=103440 103420 103380 103344 103289 103228 3773 99455 55 40 61 cat_boundaries=0 6 cat_threshold=1048576 49280 128 134283274 2148548608 256 is_linear=0 shrinkage=0.01 Tree=482 num_leaves=11 num_cat=1 split_feature=22 22 12 12 2 2 25 22 26 1 split_gain=153322 500510 126585 289420 155738 252875 121179 72603.6 60324.9 24586 threshold=592.37750000000005 341.75500000000005 1362.4500000000003 1040.4400000000003 1432.0500000000002 1054.5000000000002 0 465.57500000000005 2022.5000000000002 7.8769000000000009 decision_type=2 2 2 2 2 2 9 2 2 2 left_child=1 2 3 4 5 6 -1 -3 -6 -7 right_child=-2 7 -4 -5 8 9 -8 -9 -10 -11 leaf_value=-0.056937485321193304 -0.87639045715332031 0.69160633730888366 -0.66176429477231258 0.99787009798247239 -0.12764261765913529 0.82504028769100413 0.00074841817055136236 1.5436838492155076 -0.80366550936843417 0.41653932039554309 leaf_weight=3770 20 20 29 29 22 34 99437 20 33 26 leaf_count=3770 20 20 29 29 22 34 99437 20 33 26 internal_value=0 -0.000742512 -0.00117524 -0.000989881 -0.00127024 -0.000986902 -0.00136421 1.11765 -0.533256 0.648023 internal_weight=0 103420 103380 103351 103322 103267 103207 40 55 60 internal_count=103440 103420 103380 103351 103322 103267 103207 40 55 60 cat_boundaries=0 6 cat_threshold=1048576 49280 128 134283274 2148548608 256 is_linear=0 shrinkage=0.01 Tree=483 num_leaves=13 num_cat=0 split_feature=11 2 22 16 2 2 11 2 16 1 26 11 split_gain=155155 1.06773e+06 111525 109303 152669 175688 102859 186615 105063 60742.2 59124.5 26813.5 threshold=1085.9700000000003 11.223500000000003 492.27600000000012 1079.5035000000003 1432.0500000000002 1054.5000000000002 671.11374000000012 200.25500000000002 362.00600000000003 7.8769000000000009 2022.5000000000002 1429.7025000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 11 3 4 5 6 8 -8 -1 -7 -6 -2 right_child=1 -3 -4 -5 10 9 7 -9 -10 -11 -12 -13 leaf_value=-0.00048373020571419723 -0.13705209913707914 2.4040933189392089 -0.58245015361092312 0.56587833348442529 -0.12636617660522462 0.816789841932409 -0.075498589479006256 -1.1410263627225703 -0.21826305308857477 0.18147512842107702 -0.79562886057478011 -0.63661439659920604 leaf_weight=102885 21 20 33 34 22 34 65 22 222 27 33 22 leaf_count=102885 21 20 33 34 22 34 65 22 222 27 33 22 internal_value=0 0.49521 -0.00120509 -0.00101949 -0.00120606 -0.000925498 -0.00124264 -0.344942 -0.000952632 0.535585 -0.527924 -0.392642 internal_weight=0 63 103377 103344 103310 103255 103194 87 103107 61 55 43 internal_count=103440 63 103377 103344 103310 103255 103194 87 103107 61 55 43 is_linear=0 shrinkage=0.01 Tree=484 num_leaves=24 num_cat=0 split_feature=11 0 11 7 0 4 4 5 3 9 14 5 5 6 5 6 8 15 6 4 7 14 7 split_gain=152068 536033 121112 117831 161413 155653 144963 488169 225678 133975 110325 485684 101738 168512 596494 105481 100467 69649.3 66283.7 31143.5 25254 6977.56 3441.79 threshold=1085.9700000000003 11.006572500000001 1429.7025000000001 769.5200000000001 538.27200000000016 392.81250000000006 1086.5100000000002 217.92150000000004 55.162000000000006 212.56070000000003 766.49265000000003 27.185999999999996 883.10000000000014 884.13250000000005 156.17100000000002 769.5200000000001 128.77025 15.062500000000002 6.5747500000000008 1468.3681000000001 883.10000000000014 1018.0250000000002 1449.0631000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 6 5 9 10 8 19 20 12 17 13 15 -15 -1 18 21 -14 -8 -5 -12 -22 right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 11 -13 16 14 -16 -17 -18 -19 -20 -21 22 -23 -24 leaf_value=-0.0013262897850861055 0.43030330690741536 1.8427820234298709 -0.63371449403140856 -0.41698640159938649 -1.1170963912010192 0.65947790837287901 0.67565927696228034 1.7782713396549223 -0.89172010588645934 -1.0181217488788423 -0.26277039664132251 1.3213876724243165 -0.30397932684099355 0.028577634356487757 1.9063623502140954 -0.55840932789970854 -0.85186177978515631 0.31715718591213227 0.26005704534464869 0.15502116874412253 0.020606869653213854 -0.51488874787869665 -0.12887551451722781 leaf_weight=102772 20 20 23 23 20 20 20 20 20 21 21 33 74 87 21 34 25 20 29 27 43 23 24 leaf_count=102772 20 20 23 23 20 20 20 20 20 21 21 33 74 87 21 34 25 20 29 27 43 23 24 internal_value=0 0.490258 -0.138822 -0.00119304 -0.280335 -0.152585 -0.000784713 0.407239 -0.00202455 -0.298902 -0.00112889 0.335962 -0.00144621 -0.00109578 0.393702 -0.00151053 -0.283198 -0.172148 -0.145173 0.376569 -0.131084 -0.39456 -0.0329391 internal_weight=0 63 43 103377 151 131 103226 87 67 111 103139 97 103042 102914 108 102806 128 64 103 47 90 44 67 internal_count=103440 63 43 103377 151 131 103226 87 67 111 103139 97 103042 102914 108 102806 128 64 103 47 90 44 67 is_linear=0 shrinkage=0.01 Tree=485 num_leaves=10 num_cat=2 split_feature=11 6 19 3 25 0 0 24 26 split_gain=191458 190704 179397 133294 160515 152516 320163 180747 22489.3 threshold=1429.7025000000001 1424.6500000000003 1018.0250000000002 1439.8675000000001 0 468.26850000000007 438.09750000000008 1 2022.5000000000002 decision_type=2 2 2 2 9 2 2 1 2 left_child=1 2 3 4 8 6 -6 -7 -1 right_child=-2 -3 -4 -5 5 7 -8 -9 -10 leaf_value=0.51837038500555632 0.84180211674284056 -0.63723462267124908 -0.94710384117439395 0.52152183873312818 -0.00019620465468166273 -0.36147005742437699 0.7018516685687578 0.011986571551429844 0.24749472808837891 leaf_weight=58 27 47 20 49 102565 245 65 271 65 leaf_count=58 27 47 20 49 102565 245 65 271 65 internal_value=0 -0.00039169 -0.000102043 8.12753e-05 -0.000166143 -0.000613731 0.000248433 -0.172106 0.347012 internal_weight=0 103385 103338 103318 103269 103146 102630 516 123 internal_count=103412 103385 103338 103318 103269 103146 102630 516 123 cat_boundaries=0 5 6 cat_threshold=0 0 0 0 2147483680 2250 is_linear=0 shrinkage=0.01 Tree=486 num_leaves=8 num_cat=0 split_feature=22 6 19 16 12 12 2 split_gain=238084 186910 175828 129989 97536.1 227603 90938.7 threshold=550.81750000000011 1424.6500000000003 1018.0250000000002 1079.5035000000003 1362.4500000000003 1040.4400000000003 1432.0500000000002 decision_type=2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 right_child=-2 -3 -4 -5 -6 -7 -8 leaf_value=-3.4481261347936745e-05 1.0644912919544038 -0.63086226656081823 -0.93763280183076858 0.58484582097906823 -0.57999298736966898 0.87092372004191076 -0.46544713219006861 leaf_weight=103185 21 47 20 38 29 30 42 leaf_count=103185 21 47 20 38 29 30 42 internal_value=0 -0.000386667 -9.99316e-05 8.15428e-05 -0.000133598 2.92569e-05 -0.000223844 internal_weight=0 103391 103344 103324 103286 103257 103227 internal_count=103412 103391 103344 103324 103286 103257 103227 is_linear=0 shrinkage=0.01 Tree=487 num_leaves=9 num_cat=1 split_feature=11 6 19 3 25 0 0 13 split_gain=187567 183188 172327 130643 157288 149569 313795 195588 threshold=1429.7025000000001 1424.6500000000003 1018.0250000000002 1439.8675000000001 0 468.26850000000007 438.09750000000008 393.36000000000007 decision_type=2 2 2 2 9 2 2 2 left_child=1 2 3 4 -1 6 -6 -7 right_child=-2 -3 -4 -5 5 7 -8 -9 leaf_value=0.34350265703703231 0.83320497931153681 -0.6245536474471397 -0.92825647729635241 0.51630593990793028 -0.00019722000478681915 -0.12468956154974936 0.69483347958784836 -0.99898695680830218 leaf_weight=123 27 47 20 49 102565 489 65 27 leaf_count=123 27 47 20 49 102565 489 65 27 internal_value=0 -0.00038636 -0.000102478 7.71918e-05 -0.000167753 -0.000610818 0.000242973 -0.170438 internal_weight=0 103385 103338 103318 103269 103146 102630 516 internal_count=103412 103385 103338 103318 103269 103146 102630 516 cat_boundaries=0 5 cat_threshold=0 0 0 0 2147483680 is_linear=0 shrinkage=0.01 Tree=488 num_leaves=12 num_cat=0 split_feature=22 6 19 16 0 0 26 4 2 2 2 split_gain=233171 179544 168899 127293 181902 307033 605933 249058 488185 338091 150707 threshold=550.81750000000011 1424.6500000000003 1018.0250000000002 1079.5035000000003 468.26850000000007 438.09750000000008 2022.5000000000002 553.21400000000006 590.51250000000016 381.19000000000005 1432.0500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 10 -7 8 -6 -9 -1 right_child=-2 -3 -4 -5 7 6 -8 9 -10 -11 -12 leaf_value=0.00061125283940378743 1.0534514817737397 -0.61830809684509935 -0.91897391897439962 0.57874806153146841 -0.20764452437974595 1.7636266511062095 -0.17868437972333695 -0.026518179121471586 1.0345836480224835 -1.8209291199843087 -0.64651931517653993 leaf_weight=102654 21 47 20 38 455 29 36 21 34 21 36 leaf_count=102654 21 47 20 38 455 29 36 21 34 21 36 internal_value=0 -0.0003807 -9.96717e-05 7.8191e-05 -0.000134708 0.000819283 0.687885 -0.184744 -0.121273 -0.923724 0.000384388 internal_weight=0 103391 103344 103324 103286 102755 65 531 489 42 102690 internal_count=103412 103391 103344 103324 103286 102755 65 531 489 42 102690 is_linear=0 shrinkage=0.01 Tree=489 num_leaves=25 num_cat=1 split_feature=6 2 12 4 0 1 2 0 0 5 12 1 2 25 9 9 13 3 5 2 6 4 2 1 split_gain=176093 184918 1.34122e+06 600543 397742 162322 176888 145455 294423 214299 171096 264984 362375 155271 403444 595536 191762 140665 138202 254962 123791 106294 83284.1 1157.26 threshold=1424.6500000000003 873.74500000000012 164.49524000000002 276.21600000000007 130.34875000000002 9.2110000000000021 1432.0500000000002 468.26850000000007 438.09750000000008 11.831450000000002 448.18200000000007 315.17050000000006 329.85800000000006 0 13.247000000000002 422.48500000000007 371.41875000000005 180.91300000000004 670.0675 46.223500000000008 53.40420000000001 15.056730000000003 348.16250000000008 602.65050000000008 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 left_child=1 7 3 4 5 6 -3 8 13 -10 11 12 21 14 16 -16 -1 23 20 -20 -15 -9 -19 -13 right_child=-2 2 -4 -5 -6 -7 -8 10 9 -11 -12 17 -14 18 15 -17 -18 22 19 -21 -22 -23 -24 -25 leaf_value=0.045538429432535978 -0.6121250234512573 0.57972547868023749 2.7621850340068339 -1.6102368993759155 1.3838338138580324 -0.72521212406158442 -0.46530723314285277 -0.28353470064031666 1.096242267063686 -0.140975144022987 0.71578206652686704 -1.1896606808617001 0.87156465802873884 -0.0034605899277459075 1.4386776901208438 -0.17308742860468423 1.029451697409153 0.15263496136665344 -0.069563316751698981 -0.99839787458762153 0.05690270005745162 0.11859095879863291 -0.73898405313491822 -1.083372929573059 leaf_weight=2068 47 46 20 20 25 25 25 290 42 21 21 21 35 96764 52 41 20 20 122 39 3521 85 22 20 leaf_count=2068 47 46 20 20 25 25 25 290 42 21 21 21 35 96764 52 41 20 20 122 39 3521 85 22 20 internal_value=0 0.000113228 0.338753 -0.00499649 0.260333 -0.032246 0.211756 -0.000415056 0.000424856 0.683836 -0.168218 -0.205873 -0.101561 5.32806e-06 0.0832849 0.728115 0.0549629 -0.721148 -0.00181105 -0.294561 -0.00134124 -0.192386 -0.314404 -1.13781 internal_weight=0 103365 161 141 121 96 71 103204 102690 63 514 493 410 102627 2181 93 2088 83 100446 161 100285 375 42 41 internal_count=103412 103365 161 141 121 96 71 103204 102690 63 514 493 410 102627 2181 93 2088 83 100446 161 100285 375 42 41 cat_boundaries=0 5 cat_threshold=256 536870912 4104 4358154 2148007968 is_linear=0 shrinkage=0.01 Tree=490 num_leaves=23 num_cat=5 split_feature=11 10 18 25 1 7 25 9 5 4 4 12 2 2 3 25 24 12 24 16 4 18 split_gain=210411 658044 195837 183543 166812 140543 300326 614566 305709 295836 317033 279418 227217 145895 218745 88753.5 970911 102164 74047.9 50448.7 35492.9 3401.62 threshold=1085.9700000000003 86.722500000000011 527.79000000000008 0 159.97720000000004 136.29250000000002 1 287.97507150000007 65.306500000000014 522.5150000000001 137.65187500000005 94.663650000000004 408.041 873.74500000000012 233.25100000000003 2 3 1040.4400000000003 4 36.952800000000003 81.253 887.50750000000005 decision_type=2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 9 1 2 1 2 2 2 left_child=2 -2 3 18 19 13 7 11 -9 10 -8 -7 -11 15 20 16 -5 -17 -1 21 -15 -4 right_child=1 -3 4 5 -6 6 9 8 -10 12 -12 -13 -14 14 -16 17 -18 -19 -20 -21 -22 -23 leaf_value=-0.044681302786606258 -0.15077252498269081 2.0707869167327879 -0.14651641821249936 0.57770495464198324 -1.2571041088104249 0.32551428927376708 -0.015807914923637284 0.60752637318202429 2.2943410006436435 -0.20853064157746054 0.41371954902130015 -0.48132167030783257 -1.4350315873519233 -0.44190221226358989 0.60982065153121956 -0.0034145185939773478 -0.33130506275536176 0.50850337516038846 -0.39573184931771999 -0.64001628295235014 -0.91118580269813532 0.0089956543662331329 leaf_weight=112 40 20 39 231 20 271 1090 21 22 44 204 51 23 83 20 100861 221 39 159 23 20 22 leaf_count=112 40 20 39 231 20 271 1090 21 22 44 204 51 23 83 20 100861 221 39 159 23 20 22 internal_value=0 0.589747 -0.00261055 -0.00217462 -0.436334 -0.00147932 0.0879998 0.338401 1.47055 0.0182254 0.0519074 0.197724 -0.629568 -0.00300143 -0.347197 -0.00258372 0.135704 -0.00321633 -0.257401 -0.240912 -0.533025 -0.0904301 internal_weight=0 60 103576 103472 104 103201 1726 365 43 1361 1294 322 67 101475 123 101352 452 100900 271 84 103 61 internal_count=103636 60 103576 103472 104 103201 1726 365 43 1361 1294 322 67 101475 123 101352 452 100900 271 84 103 61 cat_boundaries=0 5 10 15 16 17 cat_threshold=0 0 0 131336 32 1065984 16384 520 0 8192 1073741824 2 4096 0 2147483648 3341 2214 is_linear=0 shrinkage=0.01 Tree=491 num_leaves=23 num_cat=5 split_feature=18 22 19 25 7 7 25 4 5 4 4 6 6 22 25 24 0 24 16 26 26 18 split_gain=199081 269552 529148 191949 162669 143009 311981 827005 411564 242704 363943 178102 143096 135799 78524.4 910893 134726 74607.4 57506.9 19584.1 16991.4 8970.4 threshold=527.79000000000008 272.88500000000005 45.180900000000008 0 220.78900000000004 136.29250000000002 1 522.5150000000001 418.34600000000006 522.5150000000001 137.65187500000005 396.21550000000008 1424.6500000000003 492.27600000000012 2 3 1438.4900000000002 4 36.952800000000003 2022.5000000000002 2022.5000000000002 887.50750000000005 decision_type=2 2 2 9 2 2 9 2 2 2 2 2 2 2 9 1 2 1 2 2 2 2 left_child=1 3 13 17 18 12 7 8 -7 10 -8 -11 14 -3 15 -5 -16 20 21 -19 -1 -2 right_child=4 2 -4 5 -6 6 9 -9 -10 11 -12 -13 -14 -15 16 -17 -18 19 -20 -21 -22 -23 leaf_value=-0.61508954775535463 -0.16309379938486462 0.73475711269378663 -0.68300832339695516 0.54342432661707618 -1.2235279496510822 0.30309831744233906 -0.030794478901363945 2.0582443020893977 -0.99920995418842029 -0.2278771888448837 0.43672044604113608 -1.3355981583822343 0.72487092406661424 1.825564931744621 -0.0040550567236476735 -0.32995209845887635 0.58380930191431291 -0.22210199729160029 -0.63250438506786633 -0.0015163066368550063 -0.36960133340623641 0.091894223039800466 leaf_weight=59 37 25 21 239 21 364 1047 26 26 47 198 21 27 21 100934 221 39 81 26 80 54 22 leaf_count=59 37 25 21 239 21 364 1047 26 26 47 198 21 27 21 100934 221 39 81 26 80 54 22 internal_value=0 -0.00180164 0.632278 -0.00221225 -0.435396 -0.00149736 0.0886835 0.323621 0.216278 0.0116939 0.0435573 -0.569967 -0.00303429 1.23273 -0.00322805 0.125731 -0.00382762 -0.261832 -0.240681 -0.105916 -0.457307 -0.0680135 internal_weight=0 103530 67 103463 106 103189 1729 416 390 1313 1245 68 101460 46 101433 460 100973 274 85 161 113 59 internal_count=103636 103530 67 103463 106 103189 1729 416 390 1313 1245 68 101460 46 101433 460 100973 274 85 161 113 59 cat_boundaries=0 5 10 15 16 17 cat_threshold=0 0 0 131336 32 1131520 147456 520 0 8192 1073741824 2 4096 0 2147483648 3341 1113 is_linear=0 shrinkage=0.01 Tree=492 num_leaves=24 num_cat=2 split_feature=11 10 18 7 0 2 2 4 4 10 24 4 2 6 24 10 2 3 16 0 16 3 18 split_gain=205274 643731 188059 161616 135808 532578 237692 241094 281553 258840 206030 161674 249389 154703 298632 428650 270175 228042 107436 83343.9 54021.8 19704 10149.9 threshold=1085.9700000000003 86.722500000000011 527.79000000000008 220.78900000000004 883.10000000000014 381.19000000000005 537.86000000000013 321.81750000000005 214.30459450000004 167.84800000000004 0 168.87200500000003 8.0915000000000017 187.61750000000004 1 424.71125000000001 436.65050000000002 1077.3535000000002 1079.5035000000003 1077.3535000000002 36.952800000000003 1439.8675000000001 887.50750000000005 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 left_child=2 -2 4 20 6 11 13 8 10 -9 -8 12 19 17 16 -16 -15 18 -1 -6 22 -19 -4 right_child=1 -3 3 -5 5 -7 7 9 -10 -11 -12 -13 -14 14 15 -17 -18 21 -20 -21 -22 -23 -24 leaf_value=-0.0025384526683254693 -0.14990051333606244 2.0473660430908205 -0.16146286088067133 -1.2112926696595692 -0.35294348059029418 1.6597805639108023 0.10869227731631974 -1.4078201983956729 0.91224105420319934 0.025878763914108278 -0.44457900969827246 0.81000736951828001 -1.110116772055626 -0.1032652746192062 0.19808289654436884 1.4020390735134001 1.0267063110524959 -0.3950576448440552 -0.65816847076416007 0.27386680089974708 -0.61788517036437984 -0.74666183768091965 0.11379093033926826 leaf_weight=101605 40 20 37 21 29 24 108 34 23 20 167 24 20 554 642 31 22 28 25 79 25 37 21 leaf_count=101605 40 20 37 21 29 24 108 34 23 20 167 24 20 554 642 31 22 28 25 79 25 37 21 internal_value=0 0.582522 -0.0025612 -0.427585 -0.002134 0.275413 -0.0026069 -0.262021 -0.150615 -0.876821 -0.239508 0.0568287 -0.0843923 -0.00171987 0.108896 0.249828 -0.0590809 -0.00307844 -0.00269973 0.105557 -0.229297 -0.595202 -0.061802 internal_weight=0 60 103576 104 103472 176 103296 352 298 54 275 152 128 102944 1249 673 576 101695 101630 108 83 65 58 internal_count=103636 60 103576 104 103472 176 103296 352 298 54 275 152 128 102944 1249 673 576 101695 101630 108 83 65 58 cat_boundaries=0 1 2 cat_threshold=177 732 is_linear=0 shrinkage=0.01 Tree=493 num_leaves=25 num_cat=4 split_feature=11 10 18 25 1 7 25 9 5 12 2 2 5 2 3 6 25 24 5 26 15 1 26 18 split_gain=201190 630920 184317 176235 160115 134070 289166 539562 367691 287641 230280 338845 241068 141591 213002 166804 90844.8 71629.9 34612.8 28711.9 27251.5 21144.5 18472.1 2048.33 threshold=1085.9700000000003 86.722500000000011 527.79000000000008 0 159.97720000000004 136.29250000000002 1 287.97507150000007 65.306500000000014 333.75500000000005 436.65050000000002 329.85800000000006 79.530000000000015 873.74500000000012 233.25100000000003 1424.6500000000003 2 3 24.762450000000005 2022.5000000000002 23.014180000000003 169.65250000000003 2022.5000000000002 756.12500000000011 decision_type=2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 left_child=2 -2 3 17 18 13 7 9 -9 -7 11 -8 -12 15 21 16 -5 19 20 -1 23 -15 -19 -4 right_child=1 -3 4 5 -6 6 10 8 -10 -11 12 -13 -14 14 -16 -17 -18 22 -20 -21 -22 -23 -24 -25 leaf_value=-0.19873991912199279 -0.14840151032526047 2.0268924074172974 -0.13480001506351288 0.13765810610162407 -1.2274338092803956 0.24796848607286812 0.010118641901576488 0.47426319360733032 2.2640579188953747 -0.98089917325973519 0.18270626791592304 0.99537253500686751 -0.98147914948670767 -0.60004232144650116 0.60237296223640446 0.81422508811950678 -0.0033463951830367475 -0.51839596498159712 0.13127268886566162 0.1219433993522851 -0.65139342856407167 -0.25044836011799898 -0.30278691847737021 -0.27140054339947911 leaf_weight=59 40 20 21 449 20 400 1149 24 22 20 29 36 46 81 20 25 100878 81 20 53 20 22 78 23 leaf_count=59 40 20 21 449 20 400 1149 24 22 20 29 36 46 81 20 25 100878 81 20 53 20 22 78 23 internal_value=0 0.576696 -0.00253591 -0.00211299 -0.423309 -0.00143168 0.0859624 0.295716 1.33025 0.189451 0.00599226 0.0400504 -0.531327 -0.00291832 -0.341999 -0.00250681 -0.00270832 -0.252207 -0.23185 -0.0431365 -0.345326 -0.525372 -0.38821 -0.206205 internal_weight=0 60 103576 103472 104 103201 1726 466 46 420 1260 1185 75 101475 123 101352 101327 271 84 112 64 103 159 44 internal_count=103636 60 103576 103472 104 103201 1726 466 46 420 1260 1185 75 101475 123 101352 101327 271 84 112 64 103 159 44 cat_boundaries=0 5 10 15 16 cat_threshold=0 0 0 131336 32 1132032 147456 520 0 8192 1073741824 2 4096 0 2147483648 2214 is_linear=0 shrinkage=0.01 Tree=494 num_leaves=19 num_cat=3 split_feature=11 7 18 25 7 7 13 5 5 14 25 6 16 25 16 26 18 16 split_gain=197186 259769 180649 172728 157274 131402 292866 423005 272097 290717 236327 137416 87761.5 85222.2 52446.7 42367.1 10023.8 2184.51 threshold=1085.9700000000003 25.506607500000005 527.79000000000008 0 220.78900000000004 136.29250000000002 256.34000000000009 883.10000000000014 476.36400000000003 361.43000000000006 1 1424.6500000000003 799.08500000000015 2 36.952800000000003 2022.5000000000002 887.50750000000005 1079.5035000000003 decision_type=2 2 2 9 2 2 2 2 2 2 9 2 2 9 2 2 2 2 left_child=2 -2 3 15 14 11 7 10 9 -8 -7 12 13 -5 16 -1 -4 -14 right_child=1 -3 4 5 -6 6 8 -9 -10 -11 -12 -13 17 -15 -16 -17 -18 -19 leaf_value=-0.37984693372675354 0.1056619027554989 1.5014646285027267 -0.15747446137505608 0.13234961518953586 -1.1921848667235602 0.37615785542615626 -0.45492470777697036 1.3613557780230487 -1.3472578509648643 0.88228788898104715 0.044377121129405818 0.71042159963537144 -0.35368360269069671 -0.0034871223237674131 -0.60635091514587403 -0.12963995879743503 0.11606418291727702 -0.48321961278500769 leaf_weight=140 40 20 37 454 21 248 72 27 24 21 1334 27 30 100941 25 131 21 23 leaf_count=140 40 20 37 454 21 248 72 27 24 21 1334 27 30 100941 25 131 21 23 internal_value=0 0.570929 -0.00251042 -0.00209173 -0.419076 -0.00141723 0.0851028 0.120229 -0.397955 -0.152973 0.0990465 -0.002889 -0.00307885 -0.0028662 -0.22347 -0.249685 -0.0584346 -0.409897 internal_weight=0 60 103576 103472 104 103201 1726 1609 117 93 1582 101475 101448 101395 83 271 58 53 internal_count=103636 60 103576 103472 104 103201 1726 1609 117 93 1582 101475 101448 101395 83 271 58 53 cat_boundaries=0 5 10 15 cat_threshold=0 0 0 131336 32 1065984 147456 8 0 8192 1073741824 2 4096 0 2147483648 is_linear=0 shrinkage=0.01 Tree=495 num_leaves=24 num_cat=1 split_feature=4 11 4 11 5 9 25 14 7 5 3 3 14 9 5 8 16 5 4 5 7 26 11 split_gain=199125 755355 250017 205087 366980 248620 121777 280496 223403 323634 810400 302288 115360 92227.1 633284 148728 128020 125532 72156.7 68322.4 29429 23676.9 11018.9 threshold=904.34825000000012 236.36250000000004 1086.5100000000002 796.68750000000011 123.21700000000001 36.812500000000007 0 766.49265000000003 769.5200000000001 543.52500000000009 108.75750000000001 1439.8675000000001 1018.0250000000002 551.9285000000001 240.04000000000002 151.1985 920.44288200000017 883.10000000000014 1468.3681000000001 53.970000000000006 5.982000000000002 2022.5000000000002 1085.9700000000003 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 21 6 5 20 7 8 9 11 -11 -1 13 16 15 -15 17 -8 -4 -10 22 -2 -5 right_child=1 -3 18 4 -6 -7 12 -9 19 10 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.029862154218188112 -0.30938511513528372 2.1752080966234209 0.69810210297747366 -0.15850176060641252 -1.5169329384962718 0.74727103372414905 -0.001556513372785649 0.88729313728136894 -0.32238317987653942 -0.099740439173000961 1.6720034072512673 1.2315262749081566 -0.71000907923864276 0.13081531014825618 1.7696501524552057 -0.79281665671955448 -0.65521731297175101 -0.42219483120340701 0.11502024650573731 -1.0131595659255981 -0.75058405202627188 -0.78424791154407314 -0.44163430462990494 leaf_weight=6670 21 20 41 27 24 24 96159 39 45 67 42 21 23 84 23 22 30 71 44 21 20 21 28 leaf_count=6670 21 20 41 27 24 24 96159 39 45 67 42 21 23 84 23 22 30 71 44 21 20 21 28 internal_value=0 0.36885 0.0843841 0.000540306 -0.407552 -0.138611 0.00102614 0.0415625 0.0368192 0.0424388 0.58295 0.0336336 -0.00188118 -0.0017124 0.265492 -0.0608819 -0.00207049 -0.00186687 0.396271 -0.542176 -0.422093 -0.546817 -0.302642 internal_weight=0 147 127 103440 123 99 103317 6905 6866 6800 109 6691 96412 96389 129 106 96260 96230 85 66 75 42 55 internal_count=103587 147 127 103440 123 99 103317 6905 6866 6800 109 6691 96412 96389 129 106 96260 96230 85 66 75 42 55 cat_boundaries=0 6 cat_threshold=1073774592 537034882 4224 229384 2282225664 385 is_linear=0 shrinkage=0.01 Tree=496 num_leaves=23 num_cat=2 split_feature=4 0 2 11 0 7 25 14 7 3 24 14 6 10 2 16 0 0 4 7 11 4 split_gain=195163 1.09022e+06 303877 201006 365406 163627 119354 274914 218957 260365 218287 113064 91622.5 533844 204285 88265.3 72713.6 70178.5 45342.1 10777.8 3787.97 1216.63 threshold=904.34825000000012 538.27200000000016 49.853800000000007 796.68750000000011 367.42525000000006 26.311000000000003 0 766.49265000000003 769.5200000000001 1439.8675000000001 1 1018.0250000000002 187.61750000000004 553.80150000000015 236.40400000000002 920.44288200000017 9.2096700000000027 11.157000000000002 1468.3681000000001 1092.2834 1085.9700000000003 1086.5100000000002 decision_type=2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 18 6 5 20 7 8 9 10 -1 12 15 14 -14 17 19 -8 21 -10 -5 -2 right_child=1 -3 -4 4 -6 -7 11 -9 16 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.029238058521250068 0.11913149017554064 2.5352877101898192 -0.7542983298831516 0.023644963577389717 -1.6403879423141479 -0.75699392737820748 -0.0054608672230308944 0.87842024436363797 -0.49241624212265017 1.1281299365650523 0.085931020711701014 -0.70290898371001942 0.0062711831559032821 1.4805437231063843 0.48556392886722932 -0.55430092433403277 -1.0401383473873138 0.022547780899998267 0.64161925808075937 -0.18364100382878232 0.17044460567144248 0.21000324421069202 leaf_weight=2797 26 20 36 32 20 32 85367 39 20 22 3981 23 874 27 99 29 20 9993 31 26 39 34 leaf_count=2797 26 20 36 32 20 32 85367 39 20 22 3981 23 874 27 99 29 20 9993 31 26 39 34 internal_value=0 0.365161 0.0234093 0.000534903 -0.403476 -0.163299 0.00101588 0.0411469 0.036451 0.0420145 0.0384892 -0.00186237 -0.00169528 0.0935265 0.0550379 -0.00269352 -0.536754 -0.00252577 0.331074 -0.317891 0.104281 0.170625 internal_weight=0 147 127 103440 123 103 103317 6905 6866 6800 6778 96412 96389 1000 973 95389 66 95360 91 46 71 60 internal_count=103587 147 127 103440 123 103 103317 6905 6866 6800 6778 96412 96389 1000 973 95389 66 95360 91 46 71 60 cat_boundaries=0 6 7 cat_threshold=1073774592 537034882 4224 229384 2282225664 385 2288 is_linear=0 shrinkage=0.01 Tree=497 num_leaves=15 num_cat=1 split_feature=22 22 7 2 16 8 25 14 14 14 10 6 8 7 split_gain=182414 636182 127966 168722 168660 157477 115382 295355 294985 127483 106402 59950.7 37501.1 4585.97 threshold=592.37750000000005 492.27600000000012 769.5200000000001 50.651000000000003 1079.5035000000003 155.87450000000004 0 766.49265000000003 243.40690000000004 873.74500000000012 400.0485000000001 43.902500000000011 199.56750000000002 1092.2834 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 4 5 6 11 7 8 -1 10 -8 13 -5 -4 right_child=-2 -3 3 12 -6 -7 9 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.04477759869169038 -0.88942338694696843 1.7845784143060446 -0.0065433901378086634 -0.98926608698708673 0.69540581975664406 0.74899747276306161 -0.0019799715094604492 0.90894754165258163 -0.47739559024030515 -0.56610258380323653 0.20417908877490526 -0.68506343169645834 -0.46185010543236366 -0.16622200688800298 leaf_weight=6560 23 20 35 28 35 20 96341 39 110 40 251 22 26 37 leaf_count=6560 23 20 35 28 35 20 96341 39 110 40 251 22 26 37 internal_value=0 0.00123963 0.000895174 -0.27487 0.00134333 -0.0567603 0.00110826 0.0411782 0.036166 -0.00167782 -0.00144426 -0.228198 -0.735325 -0.0886005 internal_weight=0 103564 103544 168 103376 114 103341 6709 6670 96632 96592 94 54 72 internal_count=103587 103564 103544 168 103376 114 103341 6709 6670 96632 96592 94 54 72 cat_boundaries=0 6 cat_threshold=1073774592 537034882 4224 229384 2281701408 385 is_linear=0 shrinkage=0.01 Tree=498 num_leaves=24 num_cat=1 split_feature=4 0 11 0 7 3 4 25 14 7 5 3 3 14 9 12 16 5 0 7 4 7 11 split_gain=191228 1.06838e+06 196651 357950 159876 139807 123939 114776 264179 212556 317442 794272 290802 109411 89570 838966 125183 123353 70210.1 47924.5 27655.1 10647.8 3725.16 threshold=904.34825000000012 538.27200000000016 796.68750000000011 367.42525000000006 26.311000000000003 284.02750000000009 1086.5100000000002 0 766.49265000000003 769.5200000000001 543.52500000000009 108.75750000000001 1439.8675000000001 1018.0250000000002 551.9285000000001 221.00625000000005 920.44288200000017 883.10000000000014 9.2096700000000027 181.59500000000003 1468.3681000000001 1092.2834 1085.9700000000003 decision_type=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=2 5 7 4 22 6 -2 8 9 10 12 -12 -1 14 16 19 17 -9 21 -16 -8 -11 -4 right_child=1 -3 3 -5 -6 -7 20 13 -10 18 11 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.028807354106102835 -0.33177995920181275 2.5097301025390624 0.023153350949287416 -1.6233194208145143 -0.74822663836181169 -0.58678620566581852 0.22593868821859361 -0.0015070307751294577 0.86111175732734879 -0.4874261283874512 -0.099320014270383922 1.6547052173387438 1.2074208450317383 -0.69145399974740074 -0.18621275678615679 2.1443403944969179 -0.64788595620791112 -0.41847833942359602 -1.0236616053581238 0.34545576050167998 0.62997073941760595 -0.18051818737616906 0.16873087228872838 leaf_weight=6670 30 20 32 20 32 29 32 96159 39 20 67 42 21 23 88 20 30 71 20 21 36 26 39 leaf_count=6670 30 20 32 20 32 29 32 96159 39 20 67 42 21 23 88 20 30 71 20 21 36 26 39 internal_value=0 0.361452 0.000519258 -0.399091 -0.161377 0.02314 0.203628 0.000994999 0.0403488 0.0357455 0.0412271 0.576543 0.0325065 -0.00182751 -0.00166314 0.261664 -0.00201603 -0.00181468 -0.529019 -0.0837812 0.439838 -0.313956 0.103118 internal_weight=0 147 103440 123 103 127 98 103317 6905 6866 6800 109 6691 96412 96389 129 96260 96230 66 109 68 46 71 internal_count=103587 147 103440 123 103 127 98 103317 6905 6866 6800 109 6691 96412 96389 129 96260 96230 66 109 68 46 71 cat_boundaries=0 6 cat_threshold=1073774592 537034882 4224 229384 2282225664 385 is_linear=0 shrinkage=0.01 Tree=499 num_leaves=16 num_cat=0 split_feature=4 0 2 22 1 2 12 2 6 4 12 6 5 4 4 split_gain=187423 1.04712e+06 295682 168226 104528 102799 98293.6 102697 296063 244309 167214 124741 58245.1 69000.4 6939.48 threshold=904.34825000000012 538.27200000000016 49.853800000000007 550.81750000000011 1449.0631000000001 10.852000000000002 1362.4500000000003 22.153894000000005 1070.9310000000003 678.11800000000005 1040.4400000000003 483.25025000000005 174.00500000000002 1086.5100000000002 1468.3681000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 12 4 6 -6 7 10 9 -9 11 -1 13 -2 -15 right_child=1 -3 -4 -5 5 -7 -8 8 -10 -11 -12 -13 -14 14 -16 leaf_value=-0.0013807126922915395 -0.27312566713853315 2.4846327514648436 -0.74424028396606445 -0.83661105235417677 -0.091286021817115051 -1.0108532142639159 -0.58117523164584717 0.028917136828656015 1.1451323842008909 0.86630427612577166 0.89049811272394097 -0.23816865693293346 0.80307222938537592 0.512936597604018 0.27447905250217608 leaf_weight=95375 22 20 36 24 31 20 29 7658 24 35 21 223 20 26 23 leaf_count=95375 22 20 36 24 31 20 29 7658 24 35 21 223 20 26 23 internal_value=0 0.357837 0.0229087 0.000514066 0.000708339 -0.451901 0.000931655 0.00109502 0.0361865 0.0327269 -0.00173707 -0.00193306 0.326396 0.192121 0.401008 internal_weight=0 147 127 103440 103416 51 103365 103336 7717 7693 95619 95598 91 71 49 internal_count=103587 147 127 103440 103416 51 103365 103336 7717 7693 95619 95598 91 71 49 is_linear=0 shrinkage=0.01 Tree=500 num_leaves=19 num_cat=3 split_feature=11 10 16 3 26 25 3 5 9 14 2 7 25 2 24 26 26 3 split_gain=206649 683925 175581 188479 255287 182876 155987 314467 1.00713e+06 233240 128272 157273 147331 104933 26414.3 18498.5 6680.4 634.28 threshold=1085.9700000000003 86.722500000000011 1079.5035000000003 1077.3535000000002 2022.5000000000002 0 76.615000000000009 543.52500000000009 81.991800000000026 606.07650000000001 654.54975000000002 109.06105000000001 1 55.173000000000009 2 2022.5000000000002 2022.5000000000002 1439.8675000000001 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 9 2 1 2 2 2 left_child=2 -2 3 5 13 14 10 9 -9 -8 12 -12 -7 -5 15 -1 -16 -6 right_child=1 -3 -4 4 17 6 7 8 -10 -11 11 -13 -14 -15 16 -17 -18 -19 leaf_value=-0.19546475584690387 -0.21497875803046756 2.0914072589874269 0.71960133636698997 -0.34313973926362534 -0.93161493228032044 0.12413947978855244 0.043929661213303585 1.4370918973799676 -0.49231258501609171 1.0135948127746581 -0.38141749013501869 0.50436520949653962 -0.00086199982093307457 0.66895871353149416 -0.32279934903700575 0.071271023658605714 -0.22641714036864724 -0.86302318572998049 leaf_weight=52 36 20 34 21 26 942 3199 62 48 25 156 23 98559 20 139 52 149 28 leaf_count=52 36 20 34 21 26 942 3199 62 48 25 156 23 98559 20 139 52 149 28 internal_value=0 0.608731 0.00109956 0.000863532 -0.444352 0.00127255 0.00210294 0.069388 0.59517 0.0514488 -0.000147336 -0.267602 0.000333809 0.150567 -0.2116 -0.0566498 -0.263776 -0.896049 internal_weight=0 56 103535 103501 95 103406 103014 3334 110 3224 99680 179 99501 41 392 104 288 54 internal_count=103591 56 103535 103501 95 103406 103014 3334 110 3224 99680 179 99501 41 392 104 288 54 cat_boundaries=0 5 10 11 cat_threshold=0 0 4096 134217728 2148007936 0 536870914 0 131082 48 2688 is_linear=0 shrinkage=0.01 Tree=501 num_leaves=41 num_cat=13 split_feature=0 11 18 25 15 24 1 4 0 1 4 4 24 7 10 5 10 16 25 24 4 25 25 24 25 25 5 7 4 24 0 1 25 7 7 7 0 7 25 7 split_gain=309036 1.30936e+06 313130 447677 483687 540407 443384 439976 312990 164604 147108 146102 134208 104485 197821 110853 343154 199879 201533 256837 187335 138646 110396 667789 649372 209342 95713.9 93116.4 82362.6 70109.1 65265.8 56501.5 26581.8 18854 16109.2 23000.2 13250.6 9761.89 6996.08 5444.52 threshold=261.90500000000003 619.25400000000013 33.163040000000002 0 307.63250000000005 1 511.57525000000004 133.58000000000001 367.42525000000006 285.3250000000001 214.30459450000004 108.75750000000001 2 670.0675 236.36250000000004 62.070000000000014 786.71250000000009 545.20000000000016 3 4 341.416 5 6 7 8 9 9.3820000000000032 543.52500000000009 1468.3681000000001 10 15.175015500000002 262.14225000000005 11 607.15100000000018 883.10000000000014 1449.0631000000001 468.26850000000007 769.5200000000001 12 1092.2834 decision_type=2 2 2 9 2 1 2 2 2 2 2 2 1 2 2 2 2 2 9 1 2 9 9 1 9 9 2 2 2 1 2 2 9 2 2 2 2 2 9 2 left_child=13 2 3 4 5 7 -7 -2 -4 11 -10 12 -5 15 30 21 17 18 19 -17 -20 29 23 24 -23 -25 -13 28 -24 38 34 32 -31 -29 37 39 -11 -15 -1 -36 right_child=1 -3 8 9 -6 6 -8 -9 10 36 -12 26 -14 14 -16 16 -18 -19 20 -21 -22 22 27 25 -26 -27 -28 33 -30 31 -32 -33 -34 -35 35 -37 -38 -39 -40 -41 leaf_value=0.0066356839804813782 0.66554621079693677 2.1237018120379161 0.35941437619073052 -0.23357719685205006 1.8715084417164327 -0.00017352868960453916 0.92998070908805075 2.302040189743042 -0.53748686293309389 -0.49523000030290515 -1.6243718976974486 1.020267063140869 0.10859022174890225 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-0.00048491 -0.248927 -7.40209e-05 0.0563255 0.0476018 0.0416066 0.166826 -0.00674353 -0.00199748 -0.00057016 0.0868325 0.551876 -0.014006 0.460316 -0.00186648 -0.00207758 -0.100308 -0.0867703 -0.132045 -0.124002 0.458058 -0.176302 -0.0845658 -0.670671 -0.325119 0.056514 0.0514245 internal_weight=0 1237 1204 1123 581 561 449 112 81 542 53 501 443 102354 169 102185 3370 3345 3325 917 2408 98815 97411 1414 244 1170 58 95997 95953 1404 138 1169 1149 44 118 73 41 45 235 46 internal_count=103591 1237 1204 1123 581 561 449 112 81 542 53 501 443 102354 169 102185 3370 3345 3325 917 2408 98815 97411 1414 244 1170 58 95997 95953 1404 138 1169 1149 44 118 73 41 45 235 46 cat_boundaries=0 6 7 8 13 14 20 25 26 30 35 36 42 47 cat_threshold=76578816 131072 512 33554432 16777280 1024 2065 753 344192 0 608 98368 536879169 596 0 0 4096 202375168 2148008962 257 0 536887296 0 4325386 16432 66 0 16384 0 2 0 536870912 0 131072 32 2052 0 0 0 1048576 2148007936 1 0 0 0 67108864 524288 is_linear=0 shrinkage=0.01 Tree=502 num_leaves=40 num_cat=10 split_feature=0 11 18 25 24 3 0 5 1 0 1 6 2 5 12 1 2 3 1 4 2 5 24 24 25 24 25 6 5 8 4 25 24 24 6 1 4 2 0 split_gain=302842 1.28332e+06 306888 438820 383948 719568 779222 383938 472067 306762 195069 193260 169349 312522 327731 196336 191649 192472 161316 143209 177605 137064 147837 131650 108282 711718 555653 169785 856265 139474 149973 111261 83795.9 75572.1 59279.7 57372.5 51275.3 42937.8 12986.9 threshold=261.90500000000003 619.25400000000013 33.163040000000002 0 1 6.6572445000000009 384.29599999999999 670.0675 511.57525000000004 367.42525000000006 273.37500000000006 153.80500000000004 466.65428000000003 606.07650000000001 281.29860000000002 180.57000000000002 436.65050000000002 79.668750000000017 285.3250000000001 108.75750000000001 73.46350000000001 63.922000000000004 2 3 4 5 6 884.13250000000005 54.997000000000007 1449.0631000000001 1086.5100000000002 7 8 9 1424.6500000000003 211.31080500000004 36.905775000000013 747.71500000000015 468.26850000000007 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 9 1 9 2 2 2 2 9 1 1 2 2 2 2 2 left_child=12 2 3 4 5 6 -2 8 -6 -4 -7 -11 16 14 15 21 24 -18 19 23 -21 22 -14 -5 25 26 -1 29 34 30 -26 33 -33 -27 -29 -28 -23 -17 -20 right_child=1 -3 9 18 7 10 -8 -9 -10 11 -12 -13 13 -15 -16 37 17 -19 38 20 -22 36 -24 -25 27 31 35 28 -30 -31 -32 32 -34 -35 -36 -37 -38 -39 -40 leaf_value=1.0669456095354897 0.34477082661220004 2.1024648543198903 0.35582025000027251 -0.2313379439859351 0.011614655096506334 0.50937149167060858 2.5558653692297035 1.4578121127252994 1.0177757611814535 -0.29909482191801073 -0.74956919288635249 -1.5087460204533167 0.10105697948320778 -1.337499125936757 0.99396161079406742 -0.516951894199147 0.10509660252209369 1.3802642955780031 -0.49027770195688519 0.054257250836021023 1.2184778280258179 0.070530331021263479 -0.38276251952629536 0.10755346081914946 -0.0014501931914691517 0.13616031636552114 0.15773637298335377 0.091711697609801052 2.2503628063201906 0.71708084530300564 -0.51009979889310642 0.027834802166960104 -0.31200596247453061 -0.069838129467976379 -0.57031794775099987 0.71575149130821236 0.76934065637134363 -1.0693967895706495 -0.84633470439910896 leaf_weight=102 28 33 28 232 388 32 37 23 53 25 20 28 103 23 24 34 29 20 21 38 20 21 150 211 100360 318 234 38 20 27 58 113 213 381 21 20 21 24 20 leaf_count=102 28 33 28 232 388 32 37 23 53 25 20 28 103 23 24 34 29 20 21 38 20 21 150 211 100360 318 234 38 20 27 58 113 213 381 21 20 21 24 20 internal_value=0 0.156931 0.103607 0.146484 0.334192 0.830938 1.60339 0.194047 0.132537 -0.490855 0.0251635 -0.938156 -0.000478812 -0.205836 -0.136796 -0.213675 0.000326875 0.625573 -0.0597929 -0.0115432 0.455713 -0.109103 -0.196927 -0.0727189 2.62313e-05 0.0876517 0.466457 -0.00118617 0.462223 -0.00155076 -0.00174398 -0.0471495 -0.196886 0.0244766 -0.143926 0.194035 0.419935 -0.74555 -0.663964 internal_weight=0 1237 1204 1123 581 117 65 464 441 81 52 53 102354 400 377 353 101954 49 542 501 58 295 253 443 101905 1381 356 100524 79 100445 100418 1025 326 699 59 254 42 58 41 internal_count=103591 1237 1204 1123 581 117 65 464 441 81 52 53 102354 400 377 353 101954 49 542 501 58 295 253 443 101905 1381 356 100524 79 100445 100418 1025 326 699 59 254 42 58 41 cat_boundaries=0 6 7 8 9 14 15 20 25 26 27 cat_threshold=76578816 131072 512 33554432 16777280 1024 2065 57 753 0 536887296 0 4325386 48 82 0 536870912 0 131072 32 0 16384 0 4194306 16 1153 297 is_linear=0 shrinkage=0.01 Tree=503 num_leaves=32 num_cat=7 split_feature=0 11 13 25 10 24 11 6 24 0 1 0 0 7 10 6 7 1 24 12 25 8 4 0 0 24 25 15 6 26 7 split_gain=296776 1.25779e+06 304000 372517 328597 431243 316971 268227 204078 200831 151741 135995 112698 102121 192684 148599 106916 317215 240905 210704 92461.8 88288.9 93397.1 63870.2 56145.5 40943.2 74340.1 39670.4 18435 8169.22 2697.78 threshold=261.90500000000003 619.25400000000013 393.36000000000007 0 362.01900000000001 1 11.202900000000001 153.80500000000004 2 384.29599999999999 383.96180000000004 1077.3535000000002 748.92250000000013 670.0675 236.36250000000004 1424.6500000000003 391.72750000000002 383.96180000000004 3 86.455000000000027 4 1449.0631000000001 1468.3681000000001 15.175015500000002 438.09750000000008 5 6 22.060000000000006 76.951000000000008 2022.5000000000002 1092.2834 decision_type=2 2 2 9 2 1 2 2 1 2 2 2 2 2 2 2 2 2 1 2 9 2 2 2 2 1 9 2 2 2 2 left_child=13 2 3 4 5 9 -7 -4 12 -2 11 -10 24 15 23 16 20 18 19 -18 25 22 -22 28 -5 29 -27 -20 30 -1 -15 right_child=1 -3 7 8 -6 6 -8 -9 10 -11 -12 -13 -14 14 -16 -17 17 -19 27 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 -32 leaf_value=-0.017505604757202999 0.20148053977603006 2.0814401687997761 0.005163608193397522 0.35554302143600752 1.2184974696829511 0.11014509356658878 -0.81620403439499611 -1.5278669275556291 -0.059945011627920534 0.75898382740361359 -0.96446431734345184 -0.72870946710759943 0.95864981849988296 -0.19536848096847537 -0.95851333402818262 0.69217891670042464 0.44530264748467341 -0.92424094469650941 -0.13226578793574853 1.5400399101348152 0.00012586145118682158 0.5827610932863676 -0.54884914644302862 0.43650768661499023 -0.22744464397430419 -0.2844844766897438 -0.064988735279012111 0.35686564826965333 0.049468999419893536 0.13366346794114986 -0.30555019643902781 leaf_weight=72 105 33 25 53 37 262 43 21 387 168 22 33 24 50 31 31 108 23 97 21 100916 26 31 20 24 216 553 20 28 71 40 leaf_count=72 105 33 25 53 37 262 43 21 387 168 22 33 24 50 31 31 108 23 97 21 100916 26 31 20 24 216 553 20 28 71 40 internal_value=0 0.155352 0.10256 0.13423 0.300017 0.246412 -0.0198056 -0.694698 -0.0579957 0.525317 -0.15147 -0.112491 0.327862 -0.00047347 -0.246089 -6.72553e-05 -0.000277327 0.198823 0.303825 0.578658 -0.000802999 0.000107334 -4.27243e-05 -0.0860518 0.173833 -0.100491 -0.129502 -0.0448226 -0.174621 0.0537889 -0.244338 internal_weight=0 1237 1204 1158 615 578 305 46 543 273 442 420 101 102354 169 102185 102154 269 246 129 101885 100973 100947 138 77 912 769 117 118 143 90 internal_count=103591 1237 1204 1158 615 578 305 46 543 273 442 420 101 102354 169 102185 102154 269 246 129 101885 100973 100947 138 77 912 769 117 118 143 90 cat_boundaries=0 6 7 8 9 15 16 21 cat_threshold=76595712 0 512 33554432 16777280 1024 825 2050 917 0 0 4096 202375168 2147484674 256 2064 0 0 0 1048576 2147483648 is_linear=0 shrinkage=0.01 Tree=504 num_leaves=39 num_cat=10 split_feature=0 11 18 25 15 24 3 0 6 6 2 5 2 3 24 7 2 24 25 24 25 26 6 5 8 4 24 3 25 8 4 0 3 6 25 2 26 2 split_gain=290871 1.23276e+06 298562 423268 476878 518176 652995 299436 238789 187548 165902 305450 187885 188718 187266 377847 161073 123045 106236 698322 545789 228462 164989 839770 134860 145721 109918 104472 90035.5 85115.9 79327.7 68456.6 59140.2 59117.7 44654.3 41473.5 25189.8 7132.3 threshold=261.90500000000003 619.25400000000013 33.163040000000002 0 307.63250000000005 1 6.6572445000000009 367.42525000000006 8.0827500000000025 153.80500000000004 466.65428000000003 606.07650000000001 436.65050000000002 79.668750000000017 2 109.06105000000001 381.19000000000005 3 4 5 6 2022.5000000000002 884.13250000000005 54.997000000000007 1449.0631000000001 1086.5100000000002 7 364.96250000000003 8 89.607500000000016 207.31054000000003 14.955000000000002 54.445500000000003 1424.6500000000003 9 590.51250000000016 2022.5000000000002 747.71500000000015 decision_type=2 2 2 9 2 1 2 2 2 2 2 2 2 2 1 2 2 1 9 1 9 2 2 2 2 2 1 2 9 2 2 2 2 2 9 2 2 2 left_child=10 2 3 4 5 6 -2 -4 -7 -9 12 14 18 -14 29 27 17 30 19 20 21 -1 24 33 25 -20 34 31 -28 35 -5 -16 -19 -24 -21 -12 -22 -37 right_child=1 -3 7 16 -6 8 -8 9 -10 -11 11 -13 13 -15 15 -17 -18 32 22 26 36 -23 23 -25 -26 -27 28 -29 -30 -31 -32 -33 -34 -35 -36 37 -38 -39 leaf_value=1.6158675391719026 1.5836280106764573 2.0606257340402316 0.35169716477394103 0.075708462133407595 1.8511636700928211 0.24702010887861253 0.036385887227159866 -0.29718923139572145 -0.29085059592483242 -1.4888290112359184 -0.097022565743502445 -1.3225108138374659 0.10402736926900931 1.3667000274658205 -0.30507354879452858 0.9396955719747041 -0.91850355335644307 -0.27009417248994877 -0.0014300135702021235 0.23190569047004947 0.1038951736959544 0.66860389281292354 0.090680330238844212 2.2264807069301606 0.70511459209300853 -0.50281681751382767 -0.34722176644109909 0.47310788726806641 -0.060634821924669992 -1.0937368121147157 0.7156162816002255 0.14797055153619676 0.10119551361690869 -0.57044447399321063 0.0088393174442980022 -0.68548262755076095 0.30322042992857634 -0.45237029239109583 leaf_weight=53 65 33 28 250 20 340 47 25 109 28 34 23 29 20 162 38 21 195 100360 114 132 49 38 20 27 58 145 25 425 20 21 42 55 21 341 21 122 35 leaf_count=53 65 33 28 250 20 340 47 25 109 28 34 23 29 20 162 38 21 195 100360 114 132 49 38 20 27 58 145 25 425 20 21 42 55 21 341 21 122 35 internal_value=0 0.153798 0.101535 0.143827 0.328178 0.279733 0.857754 -0.484808 0.113909 -0.926735 -0.000469077 -0.203726 0.000328369 0.619404 -0.135471 0.0156281 -0.0587611 -0.0252352 3.06923e-05 0.0868246 0.462048 1.05717 -0.0011702 0.455647 -0.00152961 -0.00171961 -0.046702 -0.137028 -0.138268 -0.46168 0.120837 -0.2118 -0.181164 -0.144635 0.0685138 -0.372521 0.192072 -0.539787 internal_weight=0 1237 1204 1123 581 561 112 81 449 53 102354 400 101954 49 377 267 542 521 101905 1381 356 102 100524 79 100445 100418 1025 229 570 110 271 204 250 59 455 90 254 56 internal_count=103591 1237 1204 1123 581 561 112 81 449 53 102354 400 101954 49 377 267 542 521 101905 1381 356 102 100524 79 100445 100418 1025 229 570 110 271 204 250 59 455 90 254 56 cat_boundaries=0 6 7 8 9 14 15 20 21 25 30 cat_threshold=76578816 131072 512 33554432 16777280 1024 2065 3330 2702 0 536887296 0 4325386 48 82 0 536870912 0 131072 32 417 0 536870912 0 131072 0 0 0 2 16 is_linear=0 shrinkage=0.01 Tree=505 num_leaves=27 num_cat=2 split_feature=25 2 11 4 1 1 2 25 2 3 2 2 2 16 13 5 14 2 14 5 8 1 1 2 1 26 split_gain=171958 195864 1.10977e+06 666859 163230 209935 162322 111136 311677 390598 258764 1.28091e+06 277574 139095 218098 145096 98211.7 79195.6 78238.9 116940 75323.8 62246.9 10654.9 6094.46 5960.3 4156.26 threshold=0 873.74500000000012 236.36250000000004 288.16557150000006 352.68673250000012 7.8769000000000009 1432.0500000000002 1 537.86000000000013 1439.8675000000001 54.445500000000003 55.173000000000009 52.802500000000002 237.41375000000005 442.39000000000004 1424.6500000000003 1018.0250000000002 188.74200000000002 4.402000000000001 45.697460000000014 42.530000000000008 174.76450000000003 4.1470000000000011 4.1470000000000011 9.2110000000000021 2022.5000000000002 decision_type=9 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 left_child=22 7 3 4 5 6 -3 8 9 10 12 -12 -2 15 17 16 20 21 19 24 -9 -15 23 25 -10 -1 right_child=1 2 -4 -5 -6 -7 -8 13 18 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=-0.15283569916835807 0.017438214643030182 0.74462405730266967 2.4941361981346497 -1.6617814836502074 1.1357179797887802 -0.66879927118619276 -0.23291655127818767 -0.0042931906106721367 -0.70291773776213329 1.3307074412055639 2.242088192906873 0.11564473641989066 -0.8616808505604665 -0.14178415847589843 -1.2135827659425282 0.84906668329238899 -0.67084287023002442 0.45224157524108888 -1.0336852901632136 0.14202086269855499 0.049717647056614259 -0.66433360379475814 -0.43288674068450933 -0.3660404827594757 -0.50192618865966798 -0.22060410636235336 leaf_weight=181 15334 49 21 20 20 24 26 82990 36 23 29 1222 36 185 21 20 22 20 22 30 2665 26 20 20 25 181 leaf_count=181 15334 49 21 20 20 24 26 82990 36 23 29 1222 36 185 21 20 22 20 22 30 2665 26 20 20 25 181 internal_value=0 0.00186349 0.35147 0.0277575 0.311714 0.145248 0.405743 0.00131904 0.0248696 0.028438 0.0266359 0.164939 0.0153791 -0.00327499 -0.23787 -0.00258552 -0.00278433 -0.149168 -0.498528 -0.369149 -0.00261274 -0.206174 -0.202843 -0.196108 -0.620544 -0.18672 internal_weight=0 102866 160 139 119 99 75 102706 16757 16644 16621 1251 15370 85949 252 85697 85677 231 113 91 85655 211 402 382 61 362 internal_count=103268 102866 160 139 119 99 75 102706 16757 16644 16621 1251 15370 85949 252 85697 85677 231 113 91 85655 211 402 382 61 362 cat_boundaries=0 5 11 cat_threshold=1073741824 0 0 32 32 876659456 541196288 268439816 207827210 2684887042 1 is_linear=0 shrinkage=0.01 Tree=506 num_leaves=26 num_cat=4 split_feature=25 24 2 11 5 2 2 25 2 3 2 2 2 0 1 12 1 6 5 0 9 0 24 0 5 split_gain=168536 198659 191966 1.08769e+06 348314 155248 145430 108924 305475 382825 253614 1.25542e+06 272051 174935 408356 115907 143433 114066 124909 90997.1 350280 344621 37228.2 29557 14619.9 threshold=0 1 873.74500000000012 236.36250000000004 0.79350000000000021 1054.5000000000002 1432.0500000000002 2 537.86000000000013 1439.8675000000001 54.445500000000003 55.173000000000009 52.802500000000002 883.10000000000014 59.886000000000003 521.05947000000003 133.78600000000003 124.18500000000002 29.757500000000007 468.26850000000007 253.56500000000003 438.09750000000008 3 9.2096700000000027 17.217500000000005 decision_type=9 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=1 -1 7 4 5 -4 -7 8 9 10 12 -12 -2 15 -15 19 24 18 23 21 -21 -9 -3 -10 -17 right_child=2 22 3 -5 -6 6 -8 13 17 -11 11 -13 -14 14 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 leaf_value=0.17217249529702322 0.017263832263699163 -0.14008628345962262 -0.18525742914941576 2.4691948127746581 -0.77409848381311464 1.0560084920459323 0.095089811256953663 -0.0031862682835337988 -0.32353116263361537 1.3174004254133806 2.2196672860507309 0.11448829132377637 -0.85306404643588596 1.049035231610562 -0.4764989839281355 -0.09664171715835472 -1.0892837896347047 -0.98822532010800912 0.39491853713989261 -0.37606653727457195 0.9942438202812558 0.92522875930368897 -0.42181606813017369 -0.77143009121601391 -0.40009960722923282 leaf_weight=102 15334 107 36 21 39 36 28 85529 34 23 29 1222 36 47 28 77 20 33 20 167 21 40 193 26 20 leaf_count=102 15334 107 36 21 39 36 28 85529 34 23 29 1222 36 47 28 77 20 33 20 167 21 40 193 26 20 internal_value=0 -0.200814 0.00184486 0.347955 0.0274799 0.340096 0.635607 0.00130585 0.0246209 0.0281536 0.0263696 0.163289 0.0152253 -0.00324224 0.479502 -0.00366423 -0.318197 -0.493543 -0.289486 -0.00323511 -0.223 -0.00275227 -0.329093 -0.517621 -0.15921 internal_weight=0 402 102866 160 139 100 64 102706 16757 16644 16621 1251 15370 85949 75 85874 117 113 80 85757 188 85569 300 60 97 internal_count=103268 402 102866 160 139 100 64 102706 16757 16644 16621 1251 15370 85949 75 85874 117 113 80 85757 188 85569 300 60 97 cat_boundaries=0 5 6 12 13 cat_threshold=1073741824 0 0 32 32 2368 876659456 541196288 268439816 207827210 2684887042 1 133 is_linear=0 shrinkage=0.01 Tree=507 num_leaves=19 num_cat=3 split_feature=22 25 24 16 16 5 7 5 14 1 10 1 5 24 26 11 26 26 split_gain=169335 164996 194972 167459 128510 200485 112207 395429 124799 263050 112897 106343 45870.2 36500.1 8327.6 487.117 437.365 16.7984 threshold=550.81750000000011 0 1 1079.5035000000003 518.28800000000012 160.32750000000001 769.5200000000001 518.47500000000002 766.49265000000003 56.343250000000005 350.63250000000005 21.000235000000004 7.8873450000000007 2 2022.5000000000002 4.5710000000000006 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 2 14 4 6 12 8 11 10 -10 -3 -8 15 17 -1 -6 -15 -4 right_child=-2 3 13 -5 5 -7 7 -9 9 -11 -12 -13 -14 16 -16 -17 -18 -19 leaf_value=0.27593234850810122 0.79286047546951866 0.0011435847585710807 -0.15577704285675625 0.67424651120160084 -0.18574164404223364 -1.0035039491392672 -0.23502359117780411 -1.5106116225502708 0.051675546130195996 1.3271797587654808 0.15988552202383677 0.42044006263508515 0.34178171819448472 -0.42432174605627859 0.095184393501281744 -0.24448186385631562 -0.45442957052250499 -0.14785219872439348 leaf_weight=52 27 102002 53 37 48 32 91 22 61 22 450 34 20 96 50 20 97 54 leaf_count=52 27 102002 53 37 48 32 91 22 61 22 450 34 20 96 50 20 97 54 internal_value=0 0.000818854 -0.198901 0.00161875 0.00137681 -0.325681 0.00175903 -0.274324 0.00215484 0.389761 0.00184083 -0.0567375 -0.0792 -0.325983 0.170604 -0.203018 -0.417806 -0.138805 internal_weight=0 103241 402 102839 102802 120 102682 147 102535 83 102452 125 88 300 102 68 193 107 internal_count=103268 103241 402 102839 102802 120 102682 147 102535 83 102452 125 88 300 102 68 193 107 cat_boundaries=0 5 6 7 cat_threshold=1073741824 0 0 32 32 2368 133 is_linear=0 shrinkage=0.01 Tree=508 num_leaves=21 num_cat=2 split_feature=11 10 7 12 25 24 16 14 4 0 6 16 6 10 14 11 26 7 7 26 split_gain=164537 805115 158940 279994 146500 213558 173089 132901 314684 112536 124213 109010 128014 120124 46044.6 40759.8 11249 7200.97 10739 4718.3 threshold=1085.9700000000003 75.785500000000027 769.5200000000001 228.79300000000003 0 1 1079.5035000000003 766.49265000000003 9.1010570000000026 143.73850000000002 149.75950000000003 518.28800000000012 181.63000000000002 897.08550000000014 1018.0250000000002 1429.7025000000001 2022.5000000000002 1449.0631000000001 1092.2834 2022.5000000000002 decision_type=2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 15 4 9 5 19 7 11 14 10 17 13 -13 -6 -9 -2 -7 18 -4 -1 right_child=1 -3 3 -5 6 16 -8 8 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.086200642858232771 0.023549429684877398 2.1082783655893236 -0.17410930524553572 -1.2859064605712891 0.00141284685228555 -0.30149734761164737 0.7153276146159453 1.1768854639053346 -0.41672199376424152 0.45723096444056588 -0.98714328813552854 -0.14700406845273642 -1.0169093188785372 0.38666372699502077 0.58644224602196904 -0.60723838942391528 -0.43330464449963829 -0.2525256003273858 0.088638687814985004 0.20548928729125432 leaf_weight=70 20 21 35 25 102347 130 34 25 30 26 20 87 21 81 28 21 129 27 28 63 leaf_count=70 20 21 35 25 102347 130 34 25 30 26 20 87 21 81 28 21 129 27 28 63 internal_value=0 0.516013 0.000706298 -0.313246 0.00119683 -0.189331 0.00194265 0.00170648 0.401697 -0.134448 -0.2743 0.00138269 -0.316152 0.0017175 0.864953 -0.299537 -0.353498 -0.11589 -0.0573324 0.132726 internal_weight=0 62 103206 161 103045 392 102653 102619 83 136 110 102536 108 102428 53 41 259 90 63 133 internal_count=103268 62 103206 161 103045 392 102653 102619 83 136 110 102536 108 102428 53 41 259 90 63 133 cat_boundaries=0 5 6 cat_threshold=1073741824 0 0 32 32 2369 is_linear=0 shrinkage=0.01 Tree=509 num_leaves=16 num_cat=3 split_feature=22 25 24 16 16 5 7 5 13 14 1 10 5 24 13 split_gain=165154 158575 187993 160926 123346 194644 107864 384952 125821 119515 260809 109296 45020.1 35472.4 2607.65 threshold=550.81750000000011 0 1 1079.5035000000003 518.28800000000012 160.32750000000001 769.5200000000001 518.47500000000002 65.349000000000018 766.49265000000003 56.343250000000005 350.63250000000005 7.8873450000000007 2 26.154750000000003 decision_type=2 9 1 2 2 2 2 2 2 2 2 2 2 1 2 left_child=1 2 -1 4 6 12 9 8 -8 11 -11 -3 14 -4 -6 right_child=-2 3 13 -5 5 -7 7 -9 -10 10 -12 -13 -14 -15 -16 leaf_value=0.16780777929616825 0.7830049747890897 0.001117223954643899 -0.13562129256052849 0.66096375439618082 -0.15313732693141158 -0.98694850988686089 0.084184859457470118 -1.4887635534459895 -0.78122386956214918 0.044780271165683623 1.3148408933119342 0.15730672409799365 0.34085572272539139 -0.41016839775545849 -0.28271999756495159 leaf_weight=102 27 102002 107 37 44 32 105 22 20 61 22 450 20 193 24 leaf_count=102 27 102002 107 37 44 32 105 22 20 61 22 450 20 193 24 internal_value=0 0.00080101 -0.194994 0.00158518 0.00134802 -0.319071 0.00172248 -0.268965 -0.0542805 0.00211055 0.381423 0.00180326 -0.0762069 -0.31978 -0.198872 internal_weight=0 103241 402 102839 102802 120 102682 147 125 102535 83 102452 88 300 68 internal_count=103268 103241 402 102839 102802 120 102682 147 125 102535 83 102452 88 300 68 cat_boundaries=0 5 6 7 cat_threshold=1073741824 0 0 32 32 2368 133 is_linear=0 shrinkage=0.01 Tree=510 num_leaves=28 num_cat=2 split_feature=1 17 7 6 13 2 14 8 6 25 7 0 24 1 4 3 16 2 2 0 14 16 2 9 3 26 17 split_gain=188824 177001 1.95216e+06 283976 175948 346425 158051 154231 140743 459313 711977 323680 239641 482942 268859 189969 164153 148523 138593 96774.3 96547.3 58494.5 42418.1 15216.1 1493.86 373.501 247.668 threshold=1083.8250000000003 439.37528000000003 369.57140000000004 233.37814 393.36000000000007 537.86000000000013 163.51320000000001 395.78950000000003 181.63000000000002 0 359.98750000000001 180.52280000000005 1 211.31080500000004 678.11800000000005 1077.3535000000002 1079.5035000000003 1432.0500000000002 266.22500000000008 55.204000000000015 464.33100000000007 143.73350000000002 55.173000000000009 3.2870000000000004 1439.8675000000001 2022.5000000000002 745.16500000000008 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 6 8 7 23 20 15 10 11 -10 13 -11 -14 16 17 -1 19 25 21 -6 24 26 -17 -2 -3 right_child=18 2 -4 -5 5 -7 -8 -9 9 12 -12 -13 14 -15 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.00084858552787643441 -0.45150967546871734 -0.15984007797457955 3.1010315192829481 -1.2005044777989387 0.051643213256440987 -1.4224018619371497 0.76039303859074903 -0.9482429344003851 0.15902060159299741 0.16792477582111834 2.2153707049109719 1.1492023231387138 -0.023690059056313727 1.8453738751411439 -1.1185543883365134 -0.72648044282739821 -0.78093147842972377 -0.58196641218933198 -1.0152035106931414 0.29127809343514621 -0.67899463176727293 -0.40915810465812685 -0.14007546771656385 0.10627580447838857 -0.61799173959096276 -0.40250886385781426 -0.19710185313224793 leaf_weight=101594 28 44 22 20 198 23 27 22 189 121 22 40 903 20 23 22 27 44 28 27 24 32 22 26 30 35 30 leaf_count=101594 28 44 22 20 198 23 27 22 189 121 22 40 903 20 23 22 27 44 28 27 24 32 22 26 30 35 30 internal_value=0 -0.000519855 0.322842 -0.092941 -0.00104859 -0.243278 0.0814785 -0.145018 -0.000345811 0.102328 0.478012 0.331978 0.00938487 0.378983 -0.0503407 -0.00167592 -0.00130726 -0.00110016 -0.400773 -0.209617 -0.0754471 -0.0124683 -0.508162 -0.101828 -0.663891 -0.424287 -0.174946 internal_weight=0 103525 169 147 103356 299 127 276 103057 1318 251 229 1067 141 926 101739 101665 101638 118 90 254 230 74 100 52 63 74 internal_count=103643 103525 169 147 103356 299 127 276 103057 1318 251 229 1067 141 926 101739 101665 101638 118 90 254 230 74 100 52 63 74 cat_boundaries=0 5 6 cat_threshold=0 0 512 33554432 8192 34 is_linear=0 shrinkage=0.01 Tree=511 num_leaves=14 num_cat=1 split_feature=11 22 3 1 1 3 4 25 10 9 4 0 3 split_gain=216655 263902 174711 182483 141860 162170 121419 116240 114077 169579 115747 23389.3 1273.19 threshold=1429.7025000000001 550.81750000000011 1077.3535000000002 242.38250000000002 1083.8250000000003 174.76450000000003 35.830500000000008 0 1092.2834 0.45149999999999996 1086.5100000000002 9.8384700000000009 1439.8675000000001 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 4 12 7 6 11 -1 10 -10 -9 -6 -4 right_child=-2 -3 3 -5 5 -7 -8 8 9 -11 -12 -13 -14 leaf_value=0.29638188044230146 0.92984655146598816 -1.0963159066980535 -0.71417681173844771 0.38960391044616699 -0.45119796186123251 0.46221779495477677 -1.2206833097934722 -0.0011025749811553517 0.020107995139227973 1.1344998663122003 0.37941784071922302 -0.049854015350341799 -0.63026525712013248 leaf_weight=122 25 22 33 21 53 20 20 103129 36 22 80 20 40 leaf_count=122 25 22 33 21 53 20 20 103129 36 22 80 20 40 internal_value=0 -0.00119038 -0.000957811 -0.43188 -0.000566449 -0.354689 -0.530368 -0.000179407 -0.000558412 0.442808 -0.000807624 -0.341241 -0.668198 internal_weight=0 103618 103596 94 103502 113 93 103389 103267 58 103209 73 73 internal_count=103643 103618 103596 94 103502 113 93 103389 103267 58 103209 73 73 cat_boundaries=0 5 cat_threshold=0 0 0 0 2147483680 is_linear=0 shrinkage=0.01 Tree=512 num_leaves=25 num_cat=1 split_feature=1 17 7 13 2 5 8 1 2 10 3 0 26 25 4 9 2 14 5 0 17 26 18 26 split_gain=181992 173560 1.91303e+06 172713 339536 161224 151097 143190 136517 105504 120058 309353 921394 128859 127976 98420.6 95236.1 94809.9 117965 94245.4 25892.3 20978 11356.4 342.711 threshold=1083.8250000000003 439.37528000000003 369.57140000000004 393.36000000000007 537.86000000000013 184.50375000000005 395.78950000000003 39.390091500000004 266.22500000000008 1092.2834 670.0675 165.29860000000002 2022.5000000000002 0 1468.3681000000001 0.45149999999999996 194.25275000000002 464.33100000000007 298.26650000000006 55.204000000000015 878.30250000000012 2022.5000000000002 13.269000000000002 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 left_child=1 3 5 9 6 7 17 20 19 10 13 16 -13 21 -15 -11 -12 18 -5 23 22 -1 -3 -2 right_child=8 2 -4 4 -6 -7 -8 -9 -10 15 11 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.47723212872521353 -0.44165814808436799 -0.10015473811626434 3.0698978684165263 -0.084263920600049239 -1.4083656895678975 -0.9264317831993103 -0.9387678424336694 0.75353763487028036 -1.0032632878848484 0.11023813941261984 -0.32970714620992442 1.6793234871115004 -0.99085179408391311 -0.00066809763357003995 0.57976577645853944 0.99925281333923344 -0.96603674956730434 -0.67297828058401754 0.70198076496521633 0.29057173101990313 -0.36051382878134325 0.21056423801486776 0.16833766672922218 -0.39472051497868132 leaf_weight=59 28 50 22 209 23 20 22 23 28 33 147 28 24 102621 38 20 28 24 21 27 31 59 23 35 leaf_count=59 28 50 22 209 23 20 22 23 28 33 147 28 24 102621 38 20 28 24 21 27 31 59 23 35 internal_value=0 -0.000508476 0.319696 -0.00103205 -0.241025 -0.0918991 -0.143746 0.0395234 -0.393454 -0.000335758 -0.000565271 -0.230288 0.446935 -5.789e-05 -0.000453202 0.445715 -0.43152 -0.074886 -0.0124764 -0.203736 -0.118384 0.317031 -0.0155612 -0.415582 internal_weight=0 103525 169 103356 299 147 276 127 118 103057 103004 227 52 102777 102659 53 175 254 230 90 104 118 73 63 internal_count=103643 103525 169 103356 299 147 276 127 118 103057 103004 227 52 102777 102659 53 175 254 230 90 104 118 73 63 cat_boundaries=0 5 cat_threshold=0 0 0 0 2147483680 is_linear=0 shrinkage=0.01 Tree=513 num_leaves=20 num_cat=2 split_feature=11 3 18 0 15 9 8 11 16 2 25 24 0 4 26 9 18 15 18 split_gain=211750 169490 124385 294543 145857 714577 341745 213226 158739 156389 130461 566768 186367 102394 143240 56260.1 44600.3 43503.6 561.931 threshold=1429.7025000000001 1077.3535000000002 437.18000000000001 180.52280000000005 233.68794 551.9285000000001 522.5150000000001 483.06600000000009 371.89150000000006 108.13500000000002 0 1 1077.3535000000002 2.8222380000000005 2022.5000000000002 6.6497500000000009 887.50750000000005 54.734750000000012 600.66250000000014 decision_type=2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 4 15 8 6 7 -6 10 17 11 -1 -12 14 -3 16 18 -10 -4 right_child=-2 13 3 -5 5 -7 -8 -9 9 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.634265790288848 0.91926774106025688 0.36093232896592881 -0.065599438642200664 -1.3070539167523385 0.077905127211555916 1.8209981334686278 1.2430827605724335 -0.81119625815029806 -0.24213878268776118 -0.99717633777194548 -0.0013348814514158092 0.00015730141677563382 -0.45913859281647074 -0.87432942679434111 -0.61467658295350913 -0.42504484840801787 0.43902095577933575 0.22836206840432208 -0.13005582162312099 leaf_weight=163 25 27 38 24 386 25 24 29 135 27 101712 771 89 33 34 35 22 23 21 leaf_count=163 25 27 38 24 386 25 24 29 135 27 101712 771 89 33 34 35 22 23 21 internal_value=0 -0.00116832 -0.000782928 -0.298653 -0.000379561 0.176521 0.0828717 0.0157752 -0.00117709 -0.293839 -0.00065008 0.116367 -0.00173495 -0.425603 -0.18285 -0.0900178 0.054747 -0.173648 -0.0885415 internal_weight=0 103618 103524 140 103384 464 439 415 102920 185 102735 934 101801 94 61 116 81 158 59 internal_count=103643 103618 103524 140 103384 464 439 415 102920 185 102735 934 101801 94 61 116 81 158 59 cat_boundaries=0 5 6 cat_threshold=0 0 0 164106 2147483680 68 is_linear=0 shrinkage=0.01 Tree=514 num_leaves=17 num_cat=1 split_feature=11 22 1 16 9 5 21 5 10 6 25 14 12 4 0 1 split_gain=207535 257192 155248 99538.1 323707 250828 138183 327355 133408 110726 107651 87832.5 59850.6 88137.1 67685.6 2628.03 threshold=1429.7025000000001 550.81750000000011 1083.8250000000003 164.10395400000004 551.9285000000001 543.52500000000009 130.34010000000004 99.021000000000015 82.550000000000011 1424.6500000000003 0 606.07650000000001 29.542500000000004 35.830500000000008 23.455000000000002 1449.0631000000001 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 6 5 11 9 8 -8 10 -1 -5 13 14 15 -4 right_child=-2 -3 12 4 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.14299572903330682 0.91007510111331946 -1.0822700292413885 -0.42891548523536094 -0.14902195948135341 0.79366348575901347 -1.129992498251108 0.024102023350565056 1.2997663098115189 0.83048172494639516 0.57890483372139212 0.00029649280597722591 0.52394629740715026 0.10296843160282482 -1.0654457035064697 0.17969692277908325 -0.5685350745064871 leaf_weight=517 25 22 26 640 37 26 190 26 23 33 101968 20 22 20 20 28 leaf_count=517 25 22 26 640 37 26 190 26 23 33 101968 20 22 20 20 28 internal_value=0 -0.00115602 -0.000926431 -0.000516565 -0.11744 -0.166582 0.000306113 0.240479 0.111176 -0.000253801 -0.000440289 -0.128629 -0.366556 -0.476444 -0.317255 -0.501311 internal_weight=0 103618 103596 103480 723 686 102757 239 213 102518 102485 660 116 94 74 54 internal_count=103643 103618 103596 103480 723 686 102757 239 213 102518 102485 660 116 94 74 54 cat_boundaries=0 5 cat_threshold=0 0 4224 134217728 524288 is_linear=0 shrinkage=0.01 Tree=515 num_leaves=20 num_cat=2 split_feature=4 2 4 18 24 3 4 5 22 25 26 5 4 5 3 3 5 18 5 split_gain=165218 170940 1.26953e+06 491617 428070 319598 296861 204760 168275 144145 299954 125553 119973 112232 130172 107958 406481 118019 4226.11 threshold=1468.3681000000001 505.12500000000006 783.3660000000001 38.116250000000008 0 670.0675 207.31054000000003 476.36400000000003 550.81750000000011 1 2022.5000000000002 54.997000000000007 904.34825000000012 260.7501875000001 54.445500000000003 66.588000000000022 543.52500000000009 1018.0250000000002 22.173850000000005 decision_type=2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 8 3 4 6 7 11 -6 9 10 -1 -3 15 14 -14 17 -17 -11 -2 right_child=18 2 -4 -5 5 -7 -8 -9 -10 12 -12 -13 13 -15 -16 16 -18 -19 -20 leaf_value=-0.94038416918586276 -0.69200958251953126 -0.26695414245864491 2.6600457401275635 -1.0195999002456666 0.43394944201654462 1.6556147112846376 -1.3483460903167725 -0.60379850478399366 -0.91727574729919437 -0.0012971091147640152 0.094961913631808378 0.53173107147216803 -0.47748688614886742 -1.0270876441001893 0.4577519965171814 0.038949569321254776 0.77345215459922689 0.76695816993713384 -0.496983980178833 leaf_weight=51 25 81 20 37 201 20 22 21 20 99227 62 26 46 20 22 3505 77 20 20 leaf_count=51 25 81 20 37 201 20 22 21 20 99227 62 26 46 20 22 3505 77 20 20 internal_value=0 0.000729837 0.200164 0.0795816 0.189203 0.427208 -0.26951 0.335784 -9.84774e-05 7.95634e-05 -0.342048 -0.0728811 0.000488398 -0.368586 -0.17491 0.000804296 0.0547387 -0.00114229 -0.605332 internal_weight=0 103478 428 408 371 242 129 222 103050 103030 113 107 102917 88 68 102829 3582 99247 45 internal_count=103523 103478 428 408 371 242 129 222 103050 103030 113 107 102917 88 68 102829 3582 99247 45 cat_boundaries=0 1 6 cat_threshold=2690 0 0 0 0 2147483680 is_linear=0 shrinkage=0.01 Tree=516 num_leaves=20 num_cat=3 split_feature=4 2 16 18 0 5 24 25 4 0 3 5 9 24 16 12 1 5 5 split_gain=161930 167538 1.54716e+06 559214 660265 350908 396627 141130 139666 132294 99261.8 326223 909970 221952 118071 97624.6 62932.8 18450.9 4142.01 threshold=1468.3681000000001 505.12500000000006 362.00600000000003 38.116250000000008 748.92250000000013 606.07650000000001 0 1 904.34825000000012 165.29860000000002 66.588000000000022 543.52500000000009 176.37682000000004 2 283.34970000000004 1040.4400000000003 242.38250000000002 2.8222380000000005 22.173850000000005 decision_type=2 2 2 2 2 2 1 9 2 2 2 2 2 1 2 2 2 2 2 left_child=1 7 3 4 5 6 -3 -1 10 17 14 13 -13 -12 15 -9 -16 -10 -2 right_child=18 2 -4 -5 -6 -7 -8 8 9 -11 11 12 -14 -15 16 -17 -18 -19 -20 leaf_value=-0.33862792286446419 -0.68508951683044428 0.61929246344808808 2.9137287318706515 -1.2988199125017439 1.84704411723397 -1.0126046766553607 -0.09677877684605532 -0.00082671308570700711 -0.2860679734888531 -1.0301555766661961 -0.083116025382356185 1.4557302915132961 -0.83551957616439243 0.089969449798151274 -0.1636409531918899 0.50613052292873983 -0.74537314748764039 0.066284380892048717 -0.49201415467262266 leaf_weight=113 25 108 20 28 22 28 222 98940 42 24 1051 52 26 2456 265 38 20 23 20 leaf_count=113 25 108 20 28 22 28 222 98940 42 24 1051 52 26 2456 265 38 20 23 20 internal_value=0 0.000722539 0.198162 0.0650464 0.165542 0.0622092 0.153406 -9.74925e-05 0.000306999 -0.395663 0.000649684 0.0523439 0.69198 0.0381176 -0.00121732 -0.00063208 -0.204464 -0.161389 -0.599278 internal_weight=0 103478 428 408 380 358 330 103050 102937 89 102848 3585 78 3507 99263 98978 285 65 45 internal_count=103523 103478 428 408 380 358 330 103050 102937 89 102848 3585 78 3507 99263 98978 285 65 45 cat_boundaries=0 1 6 7 cat_threshold=1101 0 0 0 0 2147483680 3208 is_linear=0 shrinkage=0.01 Tree=517 num_leaves=35 num_cat=8 split_feature=25 24 25 25 13 5 13 12 0 2 3 0 26 2 2 2 1 0 0 3 26 24 3 25 9 1 13 24 25 26 26 3 26 26 split_gain=157721 232165 225875 163534 152314 454817 396218 1.02227e+06 232567 780254 201012 198227 147592 139685 125418 209771 192198 173034 90739.9 110342 84735.3 85961 74869.6 61657.1 59975.2 49951.7 39226.2 23276.9 20764.4 12938.5 2732.99 1629.81 308.501 0.428035 threshold=0 1 2 3 419.83380000000005 606.07650000000001 280.30300000000005 236.58700000000002 883.10000000000014 381.19000000000005 226.43500000000003 507.61050000000006 2022.5000000000002 408.041 1432.0500000000002 1054.5000000000002 9.8718000000000004 658.11750000000018 156.17100000000002 27.499000000000006 2022.5000000000002 4 126.081 5 87.495000000000019 165.05000000000004 371.41875000000005 6 7 2022.5000000000002 2022.5000000000002 8.0827500000000025 2022.5000000000002 2022.5000000000002 decision_type=9 1 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 9 2 2 2 1 9 2 2 2 2 2 left_child=1 2 12 20 6 11 8 10 14 22 24 13 -1 18 15 17 -17 -2 19 -6 23 -22 25 -3 26 -10 -8 33 30 -30 -29 -16 -4 -5 right_child=4 3 32 27 5 -7 7 -9 9 -11 -12 -13 -14 -15 31 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31 -32 -33 -34 -35 leaf_value=0.028836881536425968 0.0014603110147428933 -0.055209725443170876 -0.17682712872823078 -0.5132096894060979 -0.070049845660910201 -1.6438674708775112 0.21563458362428267 2.0199888798769785 -0.095358639074408488 2.1809770814577738 1.0844941769838332 -1.0494091270083472 0.49100469277644981 0.70473777667335835 -0.47870929815552454 1.4185288581848143 0.032174784660339358 -0.4008893224903356 0.44279872197371262 -0.66253618662173941 -0.1272004071759506 0.21296870418741734 0.64120188539678391 -0.3639134225124071 -0.37316295223851353 0.4560518550872803 -0.16496287987038899 -0.42905863207739758 -0.095469968032836916 -0.25673883948663268 -0.34340100479125979 -0.60187272139957981 -0.20259793728590011 -0.51201504375975015 leaf_weight=132 101172 171 90 61 162 21 101 34 92 21 20 21 145 23 22 20 20 107 26 39 132 148 22 109 31 20 37 74 100 99 75 21 96 59 leaf_count=132 101172 171 90 61 162 21 101 34 92 21 20 21 145 23 22 20 20 107 26 39 132 148 22 109 31 20 37 74 100 99 75 21 96 59 internal_value=0 -0.101304 0.0838019 -0.184679 0.00195408 -0.22611 0.00260883 0.423663 0.00168391 0.388742 0.136494 -0.116247 0.261332 -0.037861 0.00109203 0.00132119 0.725352 0.00103523 -0.113102 -0.18501 -0.0661615 0.0556664 0.107869 -0.190352 0.0243042 0.00310752 0.11359 -0.322143 -0.258295 -0.167293 -0.361669 -0.538859 -0.180428 -0.47319 internal_weight=0 1491 463 1028 102032 292 101740 223 101517 155 189 271 277 250 101362 101319 40 101279 227 201 560 280 134 280 169 112 138 468 348 199 149 43 186 120 internal_count=103523 1491 463 1028 102032 292 101740 223 101517 155 189 271 277 250 101362 101319 40 101279 227 201 560 280 134 280 169 112 138 468 348 199 149 43 186 120 cat_boundaries=0 6 7 13 19 20 24 25 30 cat_threshold=1073741824 2 4096 67108866 2147483680 1 1161 1073741824 2 0 2 0 1 0 0 0 67108864 32 1 564 0 0 0 67108864 6 1073741824 0 0 0 2147483648 is_linear=0 shrinkage=0.01 Tree=518 num_leaves=16 num_cat=2 split_feature=4 2 16 18 0 24 2 13 22 25 4 11 3 0 4 split_gain=157988 162689 1.51252e+06 547269 639352 319688 329333 174313 164415 136895 115370 104686 107151 101112 2998.74 threshold=1468.3681000000001 505.12500000000006 362.00600000000003 38.116250000000008 748.92250000000013 0 1054.5000000000002 94.788750000000007 550.81750000000011 1 904.34825000000012 1429.7025000000001 76.615000000000009 186.66000000000003 1086.5100000000002 decision_type=2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 left_child=1 8 3 4 5 6 -3 -7 9 -1 11 12 -11 14 -12 right_child=-2 2 -4 -5 -6 7 -8 -9 -10 10 13 -13 -14 -15 -16 leaf_value=-0.33333400819359754 -0.59194172615475127 0.18926821147853676 2.8802650541067125 -1.2855665138789587 1.8177296300638808 -0.24157026175648796 1.3878530709205135 0.71238148008074076 -0.90669354820251469 -0.00090459872583771464 -0.084136583394017708 -0.6595833324889343 0.05743547166949204 -0.9312878318454908 -0.22077597379684449 leaf_weight=113 45 88 20 28 22 218 31 21 20 99554 29 24 3251 23 36 leaf_count=113 45 88 20 28 22 218 31 21 20 99554 29 24 3251 23 36 internal_value=0 0.000710016 0.195272 0.0636542 0.163071 0.0613875 0.462628 -0.151415 -9.80609e-05 7.79258e-05 0.000476345 0.000786124 0.000940288 -0.361449 -0.159814 internal_weight=0 103478 428 408 380 358 119 239 103050 103030 102917 102829 102805 88 65 internal_count=103523 103478 428 408 380 358 119 239 103050 103030 102917 102829 102805 88 65 cat_boundaries=0 1 6 cat_threshold=1101 0 0 0 0 2147483680 is_linear=0 shrinkage=0.01 Tree=519 num_leaves=21 num_cat=6 split_feature=4 2 16 18 0 5 24 22 25 1 24 25 25 1 3 4 3 24 5 0 split_gain=154843 159452 1.48242e+06 536378 626629 343078 382215 161143 135517 151218 126382 203012 199743 114863 102145 78397.3 34409.9 10720 4167.19 700.324 threshold=1468.3681000000001 505.12500000000006 362.00600000000003 38.116250000000008 748.92250000000013 606.07650000000001 0 550.81750000000011 1 1449.0631000000001 2 3 4 1083.8250000000003 76.615000000000009 119.56250000000001 45.345000000000006 5 22.173850000000005 9.8384700000000009 decision_type=2 2 2 2 2 2 1 2 9 2 1 9 9 2 2 2 2 1 2 2 left_child=1 7 3 4 5 6 -3 8 10 13 11 -1 17 14 -10 -14 -13 -12 -2 -15 right_child=18 2 -4 -5 -6 -7 -8 -9 9 -11 12 16 15 19 -16 -17 -18 -19 -20 -21 leaf_value=0.30116383584178225 -0.67209400863647462 0.6082832147105266 2.8514624602794645 -1.2727108253751482 1.7995523136312312 -1.0019806957244872 -0.094676647127830776 -0.89762660789489745 -2.6142370405931839e-05 0.65900520072664537 -0.46943569589168471 -0.046375583585372748 -0.082974735240863337 -0.48525364756584166 0.057374767836655662 0.53412754808153429 -0.37672792694785379 -0.25509031433876744 -0.47843270659446718 -0.5679367410568964 leaf_weight=186 25 108 20 28 22 28 222 20 97454 35 131 708 1046 20 3202 21 33 173 20 21 leaf_count=186 25 108 20 28 22 28 222 20 97454 35 131 708 1046 20 3202 21 33 173 20 21 internal_value=0 0.000702594 0.193319 0.0630177 0.16144 0.0607737 0.150947 -9.74036e-05 7.68231e-05 0.00181255 -0.0756866 0.0146875 -0.136457 0.0015843 0.00179986 -0.0701717 -0.0602742 -0.359465 -0.586022 -0.527604 internal_weight=0 103478 428 408 380 358 330 103050 103030 100732 2298 927 1371 100697 100656 1067 741 304 45 41 internal_count=103523 103478 428 408 380 358 330 103050 103030 100732 2298 927 1371 100697 100656 1067 741 304 45 41 cat_boundaries=0 1 7 8 12 17 18 cat_threshold=1101 1073741824 8388738 4096 67108866 2147549216 1 3209 1073741824 0 0 2 1073741824 0 0 2 2147483648 70 is_linear=0 shrinkage=0.01 Tree=520 num_leaves=28 num_cat=7 split_feature=25 24 16 12 5 11 11 7 25 6 0 1 24 6 7 5 25 24 25 10 26 10 26 26 26 26 26 split_gain=200345 568253 160928 184096 948521 190698 123891 136620 251586 136754 117472 143186 80144.8 79839.4 71917.2 50955.8 51048.3 73902.4 44723.7 32914.7 23166 12244.4 8672.76 4529.42 23.444 12.6004 11.2216 threshold=0 1 1079.5035000000003 521.05947000000003 518.47500000000002 1429.7025000000001 619.25400000000013 136.29250000000002 2 884.13250000000005 169.65250000000003 68.70218850000002 3 56.108500000000006 36.721200000000003 184.50375000000005 4 5 6 155.79400000000004 2022.5000000000002 8.7137500000000028 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 9 2 2 2 1 2 2 2 9 1 9 2 2 2 2 2 2 2 2 left_child=1 22 3 5 10 6 7 9 -9 -2 11 13 18 -5 21 16 23 25 20 -16 -3 -8 -1 -14 -20 -18 -19 right_child=2 12 -4 4 -6 -7 14 8 -10 -11 -12 -13 15 -15 19 -17 17 26 24 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.49443960239360862 -0.00080477660744541774 -0.71706384296148595 0.67840663821356639 -0.1112141940134381 -1.9101032118643486 0.85713907150121837 -0.21811092605193455 0.28960288983654564 0.01388894349832916 0.43217281935966179 0.56313952602189166 -0.80764975841228781 -0.026841499010721841 0.52589769522349039 -0.35269754610278392 -0.63476068164991295 -0.054070545373024873 -0.40724395483300307 -0.25102766350337435 -0.88819459001223255 -0.46336662240224341 0.058524806102116904 0.3412126792988307 0.10042660614539838 -0.24284336566925049 -0.048186198989118356 -0.40160049630949896 leaf_weight=77 100563 71 35 109 31 26 48 451 1191 73 29 26 54 24 22 23 77 69 70 24 73 24 71 58 70 69 72 leaf_count=77 100563 71 35 109 31 26 48 451 1191 73 29 26 54 24 22 23 77 69 70 24 73 24 71 58 70 69 72 internal_value=0 -0.152474 0.000441274 0.000210135 -0.289415 0.000829414 0.000611984 0.000985602 0.0914662 -0.0004907 -0.0221737 -0.128929 -0.271 0.00375336 -0.323227 -0.17298 -0.150697 -0.217183 -0.40581 -0.632087 -0.550242 -0.125899 0.394291 0.0358631 -0.230473 -0.0480018 -0.377583 internal_weight=0 854 102676 102641 219 102422 102396 102278 1642 100636 188 159 706 133 118 422 399 287 284 46 144 72 148 112 140 146 141 internal_count=103530 854 102676 102641 219 102422 102396 102278 1642 100636 188 159 706 133 118 422 399 287 284 46 144 72 148 112 140 146 141 cat_boundaries=0 5 6 11 12 17 18 23 cat_threshold=256 536870914 4096 1179648 32 2050 8471556 147488 520 0 536879172 525 0 2 0 0 32 176 0 536870912 0 131072 32 is_linear=0 shrinkage=0.01 Tree=521 num_leaves=20 num_cat=6 split_feature=25 24 16 12 5 22 0 1 16 0 17 2 24 6 5 25 24 25 5 split_gain=196359 556945 157725 180433 929646 326069 115135 140337 101279 128564 120939 125545 78549.9 78250.6 49941.8 50032.5 72431.7 43833.7 34114.2 threshold=0 1 1079.5035000000003 521.05947000000003 518.47500000000002 550.81750000000011 169.65250000000003 68.70218850000002 518.28800000000012 242.38250000000002 1009.0614800000001 537.86000000000013 2 56.108500000000006 184.50375000000005 3 4 5 14.644825000000001 decision_type=9 1 2 2 2 2 2 2 2 2 2 2 1 2 2 9 1 9 2 left_child=1 -1 3 5 6 8 7 13 10 18 11 -2 17 -5 15 -14 -17 -3 -10 right_child=2 12 -4 4 -6 -7 -8 -9 9 -11 -12 -13 14 -15 -16 16 -18 -19 -20 leaf_value=0.39034791053095952 0.0013191115165457901 -0.54473976271493096 0.67162257436343609 -0.11010205497435474 -1.8910021904976138 1.2181199065121737 0.55750815523081809 -0.7995732643054082 -0.27675416722017177 -1.0156779579889206 0.69630469662547112 -0.19584002695977687 0.035504500670511217 0.52063875198364262 -0.6284130693518597 -0.047521770585041784 -0.37380740250281941 -0.22816841475168864 0.18044703538219137 leaf_weight=148 101955 144 35 109 31 22 29 26 51 21 25 324 112 24 23 146 141 140 24 leaf_count=148 101955 144 35 109 31 22 29 26 51 21 25 324 112 24 23 146 141 140 24 internal_value=0 -0.15095 0.000437157 0.000208329 -0.286521 0.000821417 -0.0219519 -0.12764 0.000559888 -0.324093 0.000864536 0.00069455 -0.26829 0.00371584 -0.171251 -0.14919 -0.215011 -0.401752 -0.13045 internal_weight=0 854 102676 102641 219 102422 188 159 102400 96 102304 102279 706 133 422 399 287 284 75 internal_count=103530 854 102676 102641 219 102422 188 159 102400 96 102304 102279 706 133 422 399 287 284 75 cat_boundaries=0 5 6 7 12 13 18 cat_threshold=256 536870914 4096 1179648 32 2050 525 0 2 0 0 32 176 0 536870912 0 131072 32 is_linear=0 shrinkage=0.01 Tree=522 num_leaves=20 num_cat=4 split_feature=25 24 22 22 2 18 0 11 25 2 0 14 8 14 0 25 26 26 26 split_gain=193572 191641 150389 321726 160285 504619 861520 179474 130835 393347 665248 386746 223335 114859 29030.5 27593.5 32607.7 5114.49 2734.39 threshold=0 1 592.37750000000005 341.75500000000005 537.86000000000013 38.116250000000008 748.92250000000013 291.00700000000006 2 381.19000000000005 10.847970000000002 766.49265000000003 1449.0631000000001 766.49265000000003 64.599000000000004 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 left_child=1 18 3 4 8 6 7 -6 9 11 -11 -2 13 -10 15 16 -3 -17 -1 right_child=2 14 -4 -5 5 -7 -8 -9 12 10 -12 -13 -14 -15 -16 17 -18 -19 -20 leaf_value=0.19777715542423191 0.03459044426016724 0.061178198421702669 -0.79133383313814809 0.88600720914398756 -0.16260342864697161 -1.4508818467458091 1.9156011657714844 -1.1408649189323188 -0.0015978828357250978 -0.25568198721749441 1.61103447164808 1.3347698866802713 1.0295010993594216 -0.4321486196883263 -0.67652100753784183 -0.39717634892242926 -0.27896153253222272 -0.30912390179874361 0.10483368449409802 leaf_weight=67 4316 51 24 41 301 30 20 20 98070 35 42 23 21 62 20 135 63 129 60 leaf_count=67 4316 51 24 41 301 30 20 20 98070 35 42 23 21 62 20 135 63 129 60 internal_value=0 -0.190541 0.000166845 0.000351322 -1.42588e-06 -0.207481 -0.0980906 -0.223554 0.000749043 0.0539328 0.762527 0.0414824 -0.00164907 -0.00186991 -0.297747 -0.285583 -0.116568 -0.341226 0.142636 internal_weight=0 525 103005 102981 102940 371 341 321 102569 4416 77 4339 98153 98132 398 378 114 264 127 internal_count=103530 525 103005 102981 102940 371 341 321 102569 4416 77 4339 98153 98132 398 378 114 264 127 cat_boundaries=0 4 5 10 12 cat_threshold=0 2 4096 1179648 2192 1073774592 4358144 0 140509480 2147483648 0 2 is_linear=0 shrinkage=0.01 Tree=523 num_leaves=31 num_cat=3 split_feature=25 24 12 1 12 20 12 2 2 4 0 2 4 5 11 9 11 4 6 3 2 16 1 11 0 0 25 26 26 26 split_gain=189720 187827 140210 608042 148497 1.40745e+06 167001 155483 142495 364093 628078 136310 131528 171744 149653 125230 122111 149821 119717 93198.9 89433.4 71584.7 41966.1 36969 36711 28452.8 27044.4 31958.8 5012.71 2679.97 threshold=0 1 521.05947000000003 414.53600000000012 307.63250000000005 22.060000000000006 350.63250000000005 46.223500000000008 873.74500000000012 288.16557150000006 130.34875000000002 52.802500000000002 301.86800000000011 318.54282000000006 131.4025 155.268 619.25400000000013 1086.5100000000002 181.63000000000002 55.162000000000006 166.99750000000003 104.355 7.8769000000000009 1429.7025000000001 14.254000000000003 64.599000000000004 2 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=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 2 9 2 2 2 left_child=1 29 4 12 8 6 7 -6 16 10 22 21 13 14 24 -13 17 18 -2 -19 23 -8 -10 -18 -4 26 27 -3 -28 -1 right_child=2 25 3 -5 5 -7 11 -9 9 -11 -12 15 -14 -15 -16 -17 20 19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.19579939237281457 -0.00061488755595584153 0.060566394656312229 -0.12084320276975632 -1.5489803984857375 0.10996463253329962 2.546329036553701 0.1058879302805803 1.1944414482116699 -0.38453752782609729 -1.5357067516871863 1.2602775924022382 -0.14780636640695424 0.68532635033130651 -1.0073916726112366 0.51398376055252859 -1.2003291101455689 -0.1008518957567739 0.71978164104705156 0.098126956224681289 -0.0090176902498517713 -0.90043239502679739 -0.53776512861251835 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114 264 127 cat_boundaries=0 4 5 7 cat_threshold=0 2 4096 1179648 2192 0 2 is_linear=0 shrinkage=0.01 Tree=524 num_leaves=28 num_cat=6 split_feature=25 24 16 12 5 22 11 7 17 2 7 10 24 6 15 3 5 25 24 25 26 3 26 26 26 26 26 split_gain=186530 544131 154334 173276 900046 320941 197856 136187 278763 166278 108557 107219 75919.6 65062.1 112879 55441.2 48848 48488.2 69833.3 44948.8 22625.3 21748.2 8330.38 4642.26 32.201 19.4969 7.29399 threshold=0 1 1079.5035000000003 521.05947000000003 518.47500000000002 550.81750000000011 619.25400000000013 136.29250000000002 439.37528000000003 873.74500000000012 36.086005000000007 332.17500000000007 2 112.92600000000003 52.389000000000003 169.67250000000004 184.50375000000005 3 4 5 2022.5000000000002 3.2712500000000007 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 1 9 2 2 2 2 2 2 2 left_child=1 22 3 5 11 6 7 9 -9 -2 21 13 19 14 -5 -12 17 23 25 20 -3 -8 -1 -14 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0.00106192 0.0914551 -0.000411426 -0.372473 -0.02046 -0.263113 -0.124521 -0.0283067 -0.72022 -0.167756 -0.1459 -0.210707 -0.39428 -0.537435 -0.152633 0.38783 0.0357853 -0.221022 -0.0462978 -0.366607 internal_weight=0 854 102676 102641 219 102422 102400 102258 1640 100618 142 188 706 158 129 55 422 399 287 284 144 87 148 112 140 146 141 internal_count=103530 854 102676 102641 219 102422 102400 102258 1640 100618 142 188 706 158 129 55 422 399 287 284 144 87 148 112 140 146 141 cat_boundaries=0 5 6 7 12 13 18 cat_threshold=256 536870914 4096 1179648 32 2050 525 0 2 0 0 32 176 0 536870912 0 131072 32 is_linear=0 shrinkage=0.01 Tree=525 num_leaves=11 num_cat=1 split_feature=25 22 22 11 7 2 3 12 7 26 split_gain=167851 154345 488561 150865 128898 314538 201189 184370 62202.3 1568.08 threshold=0 592.37750000000005 465.57500000000005 1429.7025000000001 769.5200000000001 537.86000000000013 1439.8675000000001 1040.4400000000003 1449.0631000000001 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 left_child=9 2 3 4 6 8 7 -2 -6 -1 right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11 leaf_value=0.34938990564057321 -8.2200103733203456e-05 -0.81908272162727691 1.5253191952478318 -0.77684862961769097 0.006996961190150335 -1.4569805841445924 0.66169983874844462 0.60132272904994444 -0.48037434520040245 0.42066024747388114 leaf_weight=66 103136 23 21 25 104 20 46 51 35 58 leaf_count=66 103136 23 21 25 104 20 46 51 35 58 internal_value=0 1.13502e-05 0.000193481 -0.000116213 7.15997e-05 -0.284434 0.000509797 0.000215043 -0.115722 0.354164 internal_weight=0 103461 103438 103417 103392 159 103233 103187 139 124 internal_count=103585 103461 103438 103417 103392 159 103233 103187 139 124 cat_boundaries=0 5 cat_threshold=0 0 0 0 2147483680 is_linear=0 shrinkage=0.01 Tree=526 num_leaves=20 num_cat=1 split_feature=18 1 2 12 5 26 25 11 1 5 6 10 16 8 11 9 2 18 26 split_gain=192100 280768 206236 1.00819e+06 209891 257897 194110 133991 131606 117481 386446 386123 213484 143787 93384.4 49744.1 15221.2 10624.2 2599.85 threshold=506.30550000000005 159.97720000000004 873.74500000000012 164.49524000000002 368.28750000000008 2022.5000000000002 0 1429.7025000000001 55.204000000000015 26.741000000000003 1070.9310000000003 897.08550000000014 1079.5035000000003 1449.0631000000001 181.63000000000002 6.6497500000000009 1432.0500000000002 756.12500000000011 2022.5000000000002 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 14 6 4 5 8 18 9 -4 12 11 -11 13 -8 15 17 -7 -2 -1 right_child=1 -3 3 -5 -6 16 7 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.3772977489233017 -0.028869620252538614 -1.398366332365119 0.99503519010543828 2.4017477489653092 -0.89637693405151364 -0.15776038708005632 -0.0026012362299792152 -0.78046277649700646 0.058352756798267368 0.032305311154199032 1.214745238338198 1.3304549258688221 -0.9456610701729854 0.74115571682269765 0.44272965073585513 -0.7535962914228439 -0.49830526248330159 -0.32491166396574545 0.4710487958734686 leaf_weight=64 27 23 40 21 20 35 97032 22 24 6038 28 23 24 26 20 20 21 22 55 leaf_count=64 27 23 40 21 20 35 97032 22 24 6038 28 23 24 26 20 20 21 22 55 internal_value=0 -0.413458 0.000912831 0.35854 0.0520594 0.210132 0.000355509 -0.000129128 0.643779 3.72569e-05 0.0426462 0.0372315 -0.00263518 -0.002402 -0.158931 -0.333326 -0.285465 -0.161786 0.388021 internal_weight=0 112 103473 161 140 120 103312 103193 64 103171 6089 6061 97082 97058 89 69 56 49 119 internal_count=103585 112 103473 161 140 120 103312 103193 64 103171 6089 6061 97082 97058 89 69 56 49 119 cat_boundaries=0 5 cat_threshold=0 0 0 0 2147483680 is_linear=0 shrinkage=0.01 Tree=527 num_leaves=19 num_cat=1 split_feature=18 0 2 12 5 26 25 11 5 6 10 16 8 2 9 2 18 26 split_gain=188277 271062 202132 988126 205714 252765 190247 131325 115143 378755 378440 209236 140925 77279.1 50236.9 14918.3 4881.51 2548.11 threshold=506.30550000000005 413.40725000000003 873.74500000000012 164.49524000000002 368.28750000000008 2022.5000000000002 0 1429.7025000000001 26.741000000000003 1070.9310000000003 897.08550000000014 1079.5035000000003 1449.0631000000001 1054.5000000000002 6.6497500000000009 1432.0500000000002 887.50750000000005 2022.5000000000002 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=2 14 6 4 5 13 17 8 11 10 -10 12 -8 -4 16 -7 -2 -1 right_child=1 -3 3 -5 -6 15 7 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=0.37352474629879001 -0.064875433896038975 -1.4644501094818116 0.17339366726253341 2.3777303568522137 -0.88741314506530755 -0.15618276868547712 -0.0025752235943927032 -0.77265813822096052 0.0319822573530327 1.2025978111369271 1.3171504074594251 -0.93620445968345556 0.7337441605788011 0.89760487445970871 -0.47815729500566212 -0.4933222186707315 0.12903384733200074 0.46633832480690696 leaf_weight=64 37 20 23 21 20 35 97032 22 6038 28 23 24 26 41 35 21 20 55 leaf_count=64 37 20 23 21 20 35 97032 22 6038 28 23 24 26 41 35 21 20 55 internal_value=0 -0.409323 0.000903703 0.354955 0.0515388 0.208031 0.000351955 -0.000127836 3.68845e-05 0.0422198 0.0368592 -0.00260883 -0.00237798 0.637341 -0.179948 -0.28261 0.00316291 0.384141 internal_weight=0 112 103473 161 140 120 103312 103193 103171 6089 6061 97082 97058 64 92 56 57 119 internal_count=103585 112 103473 161 140 120 103312 103193 103171 6089 6061 97082 97058 64 92 56 57 119 cat_boundaries=0 5 cat_threshold=0 0 0 0 2147483680 is_linear=0 shrinkage=0.01 Tree=528 num_leaves=12 num_cat=1 split_feature=25 22 22 11 7 2 3 4 14 4 26 split_gain=157406 151277 479618 142555 126883 308424 197704 160762 138854 70731 1498.23 threshold=0 592.37750000000005 465.57500000000005 1429.7025000000001 769.5200000000001 537.86000000000013 1439.8675000000001 370.75000000000006 766.49265000000003 6.658744500000001 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 4 6 7 8 -6 -2 -8 -1 right_child=1 -3 -4 -5 5 -7 9 -9 -10 -11 -12 leaf_value=0.3380417939388391 -0.00012258337290383216 -0.81090206892594052 1.5112956664675758 -0.75515299235582345 -0.25456136591043793 -1.4433010358810423 0.99985838376558744 0.71440957260131843 0.40421852590757262 0.20884787273406982 0.40770667043225517 leaf_weight=66 103102 23 21 25 119 20 26 20 85 20 58 leaf_count=66 103102 23 21 25 119 20 26 20 85 20 58 internal_value=0 1.18899e-05 0.000192202 -0.000114645 6.79223e-05 -0.282205 0.000502681 -0.115141 0.000210491 0.655941 0.342968 internal_weight=0 103461 103438 103417 103392 159 103233 139 103187 46 124 internal_count=103585 103461 103438 103417 103392 159 103233 139 103187 46 124 cat_boundaries=0 5 cat_threshold=0 0 0 0 2147483680 is_linear=0 shrinkage=0.01 Tree=529 num_leaves=19 num_cat=2 split_feature=18 1 2 12 4 0 25 1 2 11 5 6 14 8 25 11 15 18 split_gain=184584 271019 198454 968248 378543 310506 183129 180629 189203 126182 112825 371344 372673 138209 127618 92148.5 19799.7 466.56 threshold=506.30550000000005 159.97720000000004 873.74500000000012 164.49524000000002 221.43500000000003 130.34875000000002 0 7.8769000000000009 1432.0500000000002 1429.7025000000001 26.741000000000003 1070.9310000000003 766.49265000000003 1449.0631000000001 1 181.63000000000002 23.014180000000003 645.11550000000022 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 left_child=2 15 6 4 5 7 -1 8 -4 10 13 12 -12 14 -8 16 17 -2 right_child=1 -3 3 -5 -6 -7 9 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 leaf_value=0.3768842243224152 -0.25442181424661114 -1.3729523568308872 0.718736145670821 2.35403134118943 -1.186462682088216 1.3133943182489147 0.076053401236433948 -0.71123304078578953 -0.3263232262531916 -0.75738003893332051 0.031436004743286741 1.190759792327881 1.2549010231018067 0.72640795634343081 -0.004447092702191317 0.44244159913063053 -0.59360916495323179 -0.19238373288125904 leaf_weight=119 22 23 41 21 21 23 2001 25 30 22 6036 28 25 26 95055 20 20 27 leaf_count=119 22 23 41 21 21 23 2001 25 30 22 6036 28 25 26 95055 20 20 27 internal_value=0 -0.405294 0.000890175 0.351706 0.0513572 0.269796 0.000343468 0.0197673 0.277162 -0.000127261 3.4202e-05 0.0417904 0.0364825 -0.00258475 -0.00278004 -0.155225 -0.328461 -0.220238 internal_weight=0 112 103473 161 140 119 103312 96 71 103193 103171 6089 6061 97082 97056 89 69 49 internal_count=103585 112 103473 161 140 119 103312 96 71 103193 103171 6089 6061 97082 97056 89 69 49 cat_boundaries=0 5 11 cat_threshold=0 0 0 0 2147483680 1073741824 2 4104 138543362 18 1 is_linear=0 shrinkage=0.01 Tree=530 num_leaves=30 num_cat=6 split_feature=25 0 17 25 6 0 12 2 0 5 2 5 0 3 9 11 25 0 9 7 26 1 25 26 3 26 25 25 26 split_gain=180151 195120 1.04082e+06 427707 743170 468751 278913 517744 177989 150479 237595 236752 505505 221810 142059 110398 104668 92493.2 90777.3 70091.8 64869.7 29241.3 31129.3 28649.5 18681 9258.27 84565 31376.5 460.447 threshold=0 438.09750000000008 345.93555000000009 1 3.2712500000000007 658.11750000000018 256.18250000000006 654.54975000000002 748.92250000000013 670.0675 38.648750000000007 606.07650000000001 28.136200000000002 1439.8675000000001 102.29585000000002 27.759000000000004 2 335.27750000000009 422.48500000000007 16.907500000000006 2022.5000000000002 315.17050000000006 3 2022.5000000000002 28.154500000000006 2022.5000000000002 4 5 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 9 9 2 left_child=17 9 3 4 5 -3 7 8 -5 11 15 13 -13 16 -12 19 20 21 -18 23 -2 22 28 -11 25 27 -27 -24 -1 right_child=1 2 -4 6 -6 -7 -8 -9 -10 10 14 12 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 leaf_value=-0.01449214743195678 0.32966271093981286 2.4205759510627161 2.4282606891393663 0.15077680167881582 -0.37911439676033826 0.66849614865071061 0.99155772094726558 -1.6261087054298038 -0.28326588175655187 -0.29913898837181829 -0.43389229493982656 1.7638704967498779 -0.35641148870641537 0.73716802800573955 -1.4799751363481795 -0.67118228554725645 0.0014613359092093469 -0.68028495480937334 -0.16173415228550198 0.55520996237794562 0.046532966567727617 -0.45388506009028512 0.01300752001597469 0.077442097335026189 -0.46224937760829926 0.015196338156538624 -0.36328870925036344 -0.21068450777618974 -0.039596892455955601 leaf_weight=139 157 26 20 247 38 37 25 21 153 31 34 23 22 41 21 24 101218 31 342 24 167 26 123 58 20 114 122 125 154 leaf_count=139 157 26 20 247 38 37 25 21 153 31 34 23 22 41 21 24 101218 31 342 24 167 26 123 58 20 114 122 125 154 internal_value=0 0.00260908 0.187603 0.105678 0.660027 1.39158 -0.0338973 -0.0955964 -0.0152445 0.00158262 -0.278108 0.00210925 0.727288 0.00178908 -0.833306 -0.055219 0.00149315 -0.142395 0.000911691 0.0756051 0.178228 -0.123865 -0.113098 -0.0537266 -0.159586 -0.150376 -0.195211 -0.107711 -0.0267734 internal_weight=0 102729 567 547 101 63 446 421 400 102162 192 101970 45 101925 55 137 101884 854 101560 113 324 823 797 89 504 484 236 248 293 internal_count=103583 102729 567 547 101 63 446 421 400 102162 192 101970 45 101925 55 137 101884 854 101560 113 324 823 797 89 504 484 236 248 293 cat_boundaries=0 4 8 13 17 21 22 cat_threshold=1073741824 0 0 7340064 1048576 0 32 33587200 0 0 4096 131328 2147483680 0 0 0 2097152 0 0 0 1048608 1073741824 is_linear=0 shrinkage=0.01 Tree=531 num_leaves=22 num_cat=2 split_feature=22 25 4 5 7 3 16 7 3 11 7 6 1 4 6 26 25 26 7 26 4 split_gain=237134 176175 152219 355940 197255 106994 148073 179527 260021 153215 153768 136935 133099 41955.9 31778 28264.6 26814.8 81732.2 26085.4 27271 4151.71 threshold=550.81750000000011 0 1086.5100000000002 260.7501875000001 0.79750000000000021 1439.8675000000001 362.00600000000003 391.72750000000002 156.27500000000003 671.11374000000012 26.311000000000003 1424.6500000000003 4.402000000000001 5.0070000000000006 5.0070000000000006 2022.5000000000002 1 2022.5000000000002 17.805000000000007 2022.5000000000002 255.87150000000005 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 13 5 4 15 6 9 8 -8 11 -11 -3 -7 14 16 -4 18 -18 19 -1 -15 right_child=-2 2 3 -5 -6 12 7 -9 -10 10 -12 -13 -14 20 -16 -17 17 -19 -20 -21 -22 leaf_value=-0.12227133286737762 1.0394855984774503 0.002588912773475404 0.13746338348388673 1.5869073989391327 -0.76486863994598397 0.05550946652889252 -0.18171031479419458 0.58803753773371381 -1.1153280162811279 -0.083798025402172308 -0.80615477162858706 0.64686152404004871 1.0954259553109296 -0.33279075440906342 -0.41223702095650339 0.58622332453727721 -0.030667749743307788 -0.35980384078155569 -0.39774403658780189 0.033955024676355305 -0.52351795120239264 leaf_weight=226 22 102136 25 20 20 32 202 24 35 82 46 33 20 21 37 32 155 147 22 221 25 leaf_count=226 22 102136 25 20 20 32 202 24 35 82 46 33 20 21 37 32 155 147 22 221 25 internal_value=0 0.00116503 0.00236091 0.398314 0.0895891 0.00198683 0.0017569 -0.236127 -0.319586 0.00236383 -0.343395 0.00279701 0.455477 -0.141034 -0.125962 0.389399 -0.112223 -0.184759 -0.0602915 -0.0450319 -0.436447 internal_weight=0 103561 102707 97 77 102610 102558 261 237 102297 128 102169 52 854 808 57 771 302 469 447 46 internal_count=103583 103561 102707 97 77 102610 102558 261 237 102297 128 102169 52 854 808 57 771 302 469 447 46 cat_boundaries=0 4 8 cat_threshold=1073741824 0 0 7340064 0 0 0 3145728 is_linear=0 shrinkage=0.01 Tree=532 num_leaves=27 num_cat=5 split_feature=22 25 24 4 5 2 3 16 11 6 1 13 9 0 4 6 25 0 24 24 26 26 26 26 26 26 split_gain=232415 172669 179052 149190 348857 173104 104865 145126 150166 134210 130450 129379 113375 209331 84106.7 47079.3 43443.2 44511 36821.2 9825.8 92962.1 23291.3 6363.28 2694.11 1880.18 121.834 threshold=550.81750000000011 0 1 1086.5100000000002 260.7501875000001 4.402000000000001 1439.8675000000001 362.00600000000003 671.11374000000012 1424.6500000000003 4.402000000000001 96.788500000000013 522.5150000000001 114.45750000000002 5.0070000000000006 5.0070000000000006 2 316.39255000000009 3 4 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 1 2 2 2 2 2 2 left_child=1 2 14 6 5 22 7 8 9 -3 -8 -10 13 -9 15 19 23 18 25 20 -1 -21 -5 -4 -20 -18 right_child=-2 3 16 4 -6 -7 10 12 11 -11 -12 -13 -14 -15 -16 -17 17 -19 24 21 -22 -23 -24 -25 -26 -27 leaf_value=0.5574675270296493 1.029090713154186 0.0025630236604666438 -0.36601898340531336 0.27210575228152067 1.5710383036136628 -0.63781504216401474 0.054954316169023514 -0.15646191763305906 -0.19512203942668044 0.6403929405862635 1.0844716480374337 -1.0378216466036709 0.48972495073080063 -0.92622820543688389 -0.42608994207074569 -0.34041663408279421 -0.28195336119769371 -0.61534925547513097 -0.035040212869644163 -0.046870475932955742 -0.012917358490728564 0.23107655993679113 0.49163506600164597 -0.44616095515503285 -0.092188856412493983 -0.30028665171729196 leaf_weight=53 22 102136 81 23 20 23 32 198 106 33 20 22 20 43 31 20 73 22 106 64 62 57 31 87 126 72 leaf_count=53 22 102136 81 23 20 23 32 198 106 33 20 22 20 43 31 20 73 22 106 64 62 57 31 87 126 72 internal_value=0 0.00115338 -0.139624 0.0023373 0.394331 0.0886932 0.00196696 0.00173933 0.0023402 0.00276904 0.450923 -0.339961 -0.233765 -0.293806 0.0636345 0.125423 -0.241828 -0.173768 -0.152608 0.164901 0.229959 0.0776462 0.398132 -0.384627 -0.0633473 -0.272279 internal_weight=0 103561 854 102707 97 77 102610 102558 102297 102169 52 128 261 241 287 256 567 399 377 236 115 121 54 168 232 145 internal_count=103583 103561 854 102707 97 77 102610 102558 102297 102169 52 128 261 241 287 256 567 399 377 236 115 121 54 168 232 145 cat_boundaries=0 4 5 6 7 8 cat_threshold=1073741824 0 0 7340064 3840 1073741824 70 768 is_linear=0 shrinkage=0.01 Tree=533 num_leaves=22 num_cat=6 split_feature=22 25 24 4 0 3 3 16 7 3 11 7 25 1 4 6 25 0 24 24 4 split_gain=227790 169233 175489 146221 309751 115531 102778 142238 175501 253097 147177 149974 133389 127854 82433 46142.5 42578.7 43625.2 36088.4 9630.27 1177.88 threshold=550.81750000000011 0 1 1086.5100000000002 111.62720550000003 76.615000000000009 1439.8675000000001 362.00600000000003 391.72750000000002 156.27500000000003 671.11374000000012 26.311000000000003 2 4.402000000000001 5.0070000000000006 5.0070000000000006 3 316.39255000000009 4 5 1468.3681000000001 decision_type=2 9 1 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 1 1 2 left_child=1 2 14 6 5 20 7 10 9 -9 12 -12 -3 -8 15 19 -4 18 -18 -1 -5 right_child=-2 3 16 4 -6 -7 13 8 -10 -11 11 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 leaf_value=0.22765963737487796 1.0187998216802425 0.041426431699427606 -0.38078036460983622 0.28881730488368446 1.4654110717773439 -0.53763513474237346 0.054404797106981276 -0.1779183295060244 0.58344073514143624 -1.099020590373448 -0.080186678945291343 -0.79357727009317147 -0.00063339082055006524 1.0736270068883895 -0.42182904397287679 -0.33701246500015258 -0.26955614219981455 -0.60919576298106803 -0.062713872253402206 0.076869745946112483 0.38138739303306296 leaf_weight=115 22 8188 168 28 21 21 32 202 24 35 82 46 93981 20 31 20 145 22 232 121 27 leaf_count=115 22 8188 168 28 21 21 32 202 24 35 82 46 93981 20 31 20 145 22 232 121 27 internal_value=0 0.00114185 -0.138228 0.00231393 0.390388 0.0933422 0.00194729 0.00172194 -0.231428 -0.313946 0.00231679 -0.336561 0.00274135 0.446413 0.0629981 0.124169 -0.239409 -0.17203 -0.151082 0.163252 0.334261 internal_weight=0 103561 854 102707 97 76 102610 102558 261 237 102297 128 102169 52 287 256 567 399 377 236 55 internal_count=103583 103561 854 102707 97 76 102610 102558 261 237 102297 128 102169 52 287 256 567 399 377 236 55 cat_boundaries=0 4 5 10 11 12 13 cat_threshold=1073741824 0 0 7340064 3840 33024 541196418 4104 168001802 2147483696 1073741824 70 768 is_linear=0 shrinkage=0.01 Tree=534 num_leaves=26 num_cat=3 split_feature=4 7 4 25 3 5 25 6 5 11 1 1 3 7 26 8 3 26 6 1 25 3 4 1 26 split_gain=177027 865955 209020 153174 156926 133199 109731 145543 112867 226697 116777 104668 87921 78625.2 46190 37960.4 35994 27288.5 26178.3 25842.6 25296.6 16492.8 6156.79 3143.67 1567.89 threshold=904.34825000000012 520.34250000000009 1086.5100000000002 0 1439.8675000000001 52.502000000000002 1 1424.6500000000003 298.26650000000006 2.0917200000000009 227.56250000000003 101.54109550000001 55.162000000000006 13.261200000000001 2022.5000000000002 253.56500000000003 152.38780000000003 2022.5000000000002 5.0070000000000006 285.3250000000001 2 17.426900000000007 1468.3681000000001 252.45450000000002 2022.5000000000002 decision_type=2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=3 2 17 15 6 12 11 8 10 -10 -8 13 22 16 -6 18 -5 -2 19 20 24 -22 -4 -13 -1 right_child=1 -3 5 4 14 -7 7 -9 9 -11 -12 23 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 leaf_value=-0.045024890634748668 -0.29234513850439164 2.2819144191741945 0.46664267208265225 0.16526575370793883 0.22186075028919039 1.0377467217445375 0.00035017673053920866 0.69722632634639736 -0.018438818263744123 -0.4182138647108028 0.10204852980093447 -0.23737024736404419 -0.42856355939592633 -0.30642711666652134 0.84718210608870892 -0.56433878231048584 0.55217480506896977 -0.80847265756130215 -0.37980769031926209 -0.42112310849703277 -0.13383195479947937 -0.42038907266798475 0.23768429478009542 -0.40278363121880423 0.0022324257175417713 leaf_weight=144 21 20 23 629 21 20 99896 30 543 192 1142 20 21 35 27 20 25 20 38 26 461 21 24 27 137 leaf_count=144 21 20 23 629 21 20 99896 30 543 192 1142 20 21 35 27 20 25 20 38 26 461 21 24 27 137 internal_value=0 0.345785 0.0456093 0.000847874 0.00195981 0.320367 0.0016924 0.000806657 0.00060145 -0.12287 0.00149964 0.122532 0.109373 0.155343 0.573604 -0.132288 0.180056 -0.544115 -0.123439 -0.111092 -0.100527 -0.143343 0.349728 -0.332395 -0.0212294 internal_weight=0 149 129 103434 102587 88 102539 101803 101773 735 101038 736 68 689 48 847 654 41 827 789 763 482 47 47 281 internal_count=103583 149 129 103434 102587 88 102539 101803 101773 735 101038 736 68 689 48 847 654 41 827 789 763 482 47 47 281 cat_boundaries=0 4 9 13 cat_threshold=1073741824 0 0 7340064 0 0 4096 164096 2147483680 0 0 0 2097152 is_linear=0 shrinkage=0.01 Tree=535 num_leaves=17 num_cat=2 split_feature=6 25 12 0 5 4 3 17 14 5 4 24 10 26 17 26 split_gain=325984 177280 144181 118304 349522 420403 252864 150608 135598 383006 135503 103251 92537.4 83173.5 3826.46 1101.28 threshold=1424.6500000000003 0 1362.4500000000003 883.10000000000014 368.28750000000008 27.123500000000003 117.51455000000003 745.16500000000008 766.49265000000003 27.185999999999996 1468.3681000000001 1 44.70450000000001 2022.5000000000002 1009.0614800000001 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 11 3 7 5 6 -5 8 10 -10 -3 13 14 -1 -9 -13 right_child=-2 2 -4 4 -6 -7 -8 12 9 -11 -12 15 -14 -15 -16 -17 leaf_value=0.28064720621296008 -0.87293985466624424 -0.0019237369057846293 -0.68329178271755098 0.1800888380570845 1.4993684251308441 -0.83999766891067096 1.4024613850116732 -0.12702712535858154 -0.093308458070633787 1.265388988852501 0.6203976565769741 -0.42742240849294166 -1.0579187572598456 -0.29331456990242005 -0.32264056450128559 -0.48161898925497726 leaf_weight=51 43 103006 31 110 20 37 20 20 59 32 35 76 20 50 20 74 leaf_count=51 43 103006 31 110 20 37 20 20 59 32 35 76 20 50 20 74 internal_value=0 -0.00206924 -0.00141194 -0.0012076 0.250088 0.100474 0.368146 -0.00166299 -0.00137159 0.384475 -0.00171235 -0.262363 -0.502529 -0.00317767 -0.224834 -0.425774 internal_weight=0 103661 103410 103379 187 167 130 103192 103132 91 103041 251 60 101 40 150 internal_count=103704 103661 103410 103379 187 167 130 103192 103132 91 103041 251 60 101 40 150 cat_boundaries=0 1 2 cat_threshold=1073741824 2976 is_linear=0 shrinkage=0.01 Tree=536 num_leaves=23 num_cat=1 split_feature=6 2 8 26 2 12 1 2 24 8 0 8 4 5 3 2 11 7 2 26 8 12 split_gain=319496 156895 216056 258716 643250 156712 264959 107415 95839.2 198508 175103 140727 114959 315705 125449 108366 68464.6 51186.1 39857.8 36149 4986.24 797.034 threshold=1424.6500000000003 1054.5000000000002 25.178750000000004 2022.5000000000002 1432.0500000000002 653.84225000000004 414.53600000000012 1432.0500000000002 0 1117.4100000000001 748.92250000000013 450.66846000000004 77.902470000000008 388.83500000000009 1077.3535000000002 747.71500000000015 131.4025 55.250000000000007 9.1010570000000026 2022.5000000000002 796.15000000000009 871.41750000000013 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 -3 8 16 -5 10 12 11 15 14 -14 -10 -1 18 -11 21 -12 -13 -7 right_child=-2 2 -4 7 -6 6 -8 -9 9 17 19 20 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.021274906324173205 -0.86421046320782158 1.9544811562129432 1.320260157585144 -0.84422055120053496 -0.5513815174102783 -0.15044033982924052 -1.4007298641204835 0.15782647335529329 0.00019358629113410542 0.88867559878031421 -0.3929562677383423 -0.45551503014564521 0.038726377422428244 0.49261094560652424 -0.46504037922826308 0.68101005467501552 0.22203390570247877 0.25362859032370827 -0.69857245373725885 -0.96334316444396972 -0.66553661153866706 -0.21965404039475978 leaf_weight=17166 43 21 20 23 20 28 20 20 83301 30 25 20 2561 163 58 22 34 22 20 20 26 41 leaf_count=17166 43 21 20 23 20 28 20 20 83301 30 25 20 2561 163 58 22 34 22 20 20 26 41 internal_value=0 -0.00204855 0.386165 0.163761 0.732109 -0.00243842 -0.333252 -0.378152 -0.00198097 0.00233174 -0.0234674 -0.0218543 0.00195889 0.0658861 -0.000130117 -0.020376 -0.159678 0.620002 -0.305501 -0.646462 -0.574223 -0.191567 internal_weight=0 103661 104 84 41 103557 143 43 103414 86135 17279 17234 86083 2724 83359 17188 123 52 89 45 46 69 internal_count=103704 103661 104 84 41 103557 143 43 103414 86135 17279 17234 86083 2724 83359 17188 123 52 89 45 46 69 cat_boundaries=0 1 cat_threshold=136 is_linear=0 shrinkage=0.01 Tree=537 num_leaves=18 num_cat=0 split_feature=6 22 2 7 2 26 13 6 2 4 5 4 4 14 4 5 14 split_gain=313138 202257 167176 114864 205196 489968 108231 251296 202239 112371 179141 106298 97379.4 58067.5 48540.5 23083.7 10657.3 threshold=1424.6500000000003 550.81750000000011 1054.5000000000002 117.96440000000001 1432.0500000000002 2022.5000000000002 606.07650000000001 166.61000000000004 45.363300000000002 1086.5100000000002 174.00500000000002 904.34825000000012 77.902470000000008 153.91890000000004 1468.3681000000001 60.451250000000009 22.994000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 4 5 -4 9 8 16 11 14 12 -1 -9 -11 -13 -8 right_child=-2 -3 3 -5 -6 -7 7 13 -10 10 -12 15 -14 -15 -16 -17 -18 leaf_value=-0.0036138437222137153 -0.8555683423544086 -0.90137903175353995 1.7594061552394522 1.081154974937439 -0.27858984568715095 -0.37608269373575842 -0.19149219211984853 -0.5687046199440956 0.78797959724751609 0.35248338917323524 1.1905163488388062 -0.68804001369476331 0.053445772691549778 -1.3307250967025757 -0.20612731763294764 -0.23830990053358533 -0.45749558734893797 leaf_weight=100176 43 25 22 20 40 21 61 20 24 35 20 25 3083 20 28 21 20 leaf_count=100176 43 25 22 20 40 21 61 20 24 35 20 25 3083 20 28 21 20 internal_value=0 -0.00202806 -0.00181111 0.400861 0.236935 0.716493 -0.00221171 -0.275228 -0.0182802 -0.00182881 0.365972 -0.00212432 -0.00191022 -0.949715 0.104212 -0.482728 -0.257172 internal_weight=0 103661 103636 103 83 43 103533 145 105 103388 83 103305 103259 40 63 46 81 internal_count=103704 103661 103636 103 83 43 103533 145 105 103388 83 103305 103259 40 63 46 81 is_linear=0 shrinkage=0.01 Tree=538 num_leaves=16 num_cat=0 split_feature=6 22 2 12 5 4 16 3 16 14 2 26 26 12 11 split_gain=306907 198232 163849 107782 149452 96970.2 332182 231101 130749 103740 79713.4 305557 140253 54743.7 144169 threshold=1424.6500000000003 550.81750000000011 1054.5000000000002 653.84225000000004 368.28750000000008 77.902470000000008 655.48225000000014 1077.3535000000002 920.44288200000017 766.49265000000003 1432.0500000000002 2022.5000000000002 2022.5000000000002 1362.4500000000003 131.4025 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 13 8 7 -7 9 -1 11 -4 -12 14 -5 right_child=-2 -3 10 4 -6 6 -8 -9 -10 -11 12 -13 -14 -15 -16 leaf_value=-0.0035957749183101466 -0.84701265979298324 -0.89236524467468259 1.4763397491455077 -0.2487424834396528 -1.0792719750404358 0.051338218211517551 1.3057765987941199 -0.93364487330118817 -0.61464468945775719 0.3960340624497487 -0.54376168823242188 0.020001212288351621 0.5901049339522918 -0.51657298233111693 0.68091122280467642 leaf_weight=100069 43 25 25 69 20 3178 21 24 35 65 20 34 24 30 22 leaf_count=100069 43 25 25 69 20 3178 21 24 35 65 20 34 24 30 22 internal_value=0 -0.00200778 -0.001793 -0.00218959 -0.278481 -0.0018128 0.0521771 0.0439555 -0.00354996 -0.00333636 0.396853 0.637094 0.074711 -0.146119 -0.023991 internal_weight=0 103661 103636 103533 141 103392 3223 3202 100169 100134 103 59 44 121 91 internal_count=103704 103661 103636 103533 141 103392 3223 3202 100169 100134 103 59 44 121 91 is_linear=0 shrinkage=0.01 Tree=539 num_leaves=17 num_cat=4 split_feature=6 22 25 2 12 5 25 24 8 7 2 26 24 26 12 26 split_gain=300800 194287 174018 175061 106306 146206 122501 1.49067e+06 181332 105307 188199 473625 101187 81703.5 55330.1 1080.3 threshold=1424.6500000000003 550.81750000000011 0 1054.5000000000002 653.84225000000004 368.28750000000008 1 2 1117.4100000000001 117.96440000000001 1432.0500000000002 2022.5000000000002 3 2022.5000000000002 1362.4500000000003 2022.5000000000002 decision_type=2 2 9 2 2 2 9 1 2 2 2 2 1 2 2 2 left_child=1 2 12 4 6 14 7 -4 -8 10 11 -5 13 -1 -6 -14 right_child=-2 -3 3 9 5 -7 8 -9 -10 -11 -12 -13 15 -15 -16 -17 leaf_value=0.27822101181628656 -0.83854253371094545 -0.88344159317016602 1.0431912532751111 1.7270488695664838 -0.023751132042853389 -1.0684792251586914 -0.002231000064743003 -0.17006619300625542 0.57211372986706821 1.0673856754302979 -0.27834687288747068 -0.37252188637143091 -0.42304411379914536 -0.29064626511335373 -0.5253442815337972 -0.476721959436262 leaf_weight=51 43 25 128 22 91 20 102588 375 55 20 36 21 76 50 29 74 leaf_count=51 43 25 128 22 91 20 102588 375 55 20 36 21 76 50 29 74 internal_value=0 -0.0019877 -0.00177507 -0.00112374 -0.00152672 -0.276899 -0.00115295 0.152992 -0.00192306 0.419185 0.255084 0.701677 -0.259662 -0.00309047 -0.144969 -0.42143 internal_weight=0 103661 103636 103385 103286 140 103146 503 102643 99 79 43 251 101 120 150 internal_count=103704 103661 103636 103385 103286 140 103146 503 102643 99 79 43 251 101 120 150 cat_boundaries=0 1 6 7 8 cat_threshold=1073741824 0 536870912 4096 131072 2147483680 70 2976 is_linear=0 shrinkage=0.01 Tree=540 num_leaves=25 num_cat=7 split_feature=8 2 12 6 2 25 24 25 25 26 24 1 0 2 26 22 7 0 25 8 8 24 26 26 split_gain=172689 188387 1.83008e+06 310947 181582 139808 227782 293190 198862 310045 189251 126909 295962 187866 108303 102367 88333.2 79248.6 257469 95736.4 73874.6 46586.9 4450.27 767.001 threshold=1117.4100000000001 873.74500000000012 164.49524000000002 78.344250000000002 83.305000000000021 0 1 2 3 2022.5000000000002 4 156.13200000000003 2.5072500000000004 1432.0500000000002 2022.5000000000002 550.81750000000011 1449.0631000000001 6.6497500000000009 5 450.66846000000004 1449.0631000000001 6 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 9 1 9 9 2 1 2 2 2 2 2 2 2 9 2 2 1 2 2 left_child=1 5 3 11 20 6 8 22 9 -1 21 12 13 -3 -10 16 17 19 -19 -7 -2 -9 -8 -12 right_child=4 2 -4 -5 -6 15 7 10 14 -11 23 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=1.2137219629287719 0.17863555240631104 0.65832135655159174 3.0204023460366511 -1.2443477870225907 -1.2148297206215237 -0.0032644158829162224 0.3864066488664229 0.21601213868639688 -0.11995210543922756 0.20535028757587559 -0.39321496699620218 0.7903180134296417 -1.1289934177398682 -0.41845928554351519 0.36934346440133087 -0.64045742893219004 -0.51777421893495501 0.21714926630812165 0.012475531311175004 -0.23672405752099374 -0.54963758028470555 -0.075554869367757391 0.29043241102718614 -0.35403099477905586 leaf_weight=60 30 43 22 20 23 88866 91 100 92 62 103 22 20 26 89 25 33 636 12741 176 26 104 103 97 leaf_count=60 30 43 22 20 23 88866 91 100 92 62 103 22 20 26 89 25 33 636 12741 176 26 104 103 97 internal_value=0 0.000976213 0.351614 -0.0965798 -0.466742 0.000457268 0.123792 0.0088544 0.343102 0.648144 -0.144189 0.110225 -0.0578875 0.252578 0.114324 -0.000639135 -0.000483071 -0.000316397 0.0223783 -0.00372587 -0.159491 0.0707854 0.319008 -0.356391 internal_weight=0 103531 153 131 79 103378 901 598 303 122 404 111 89 69 181 102477 102452 102419 13377 89042 56 204 194 200 internal_count=103610 103531 153 131 79 103378 901 598 303 122 404 111 89 69 181 102477 102452 102419 13377 89042 56 204 194 200 cat_boundaries=0 5 6 11 15 16 22 23 cat_threshold=1073741824 536870912 4096 1179656 2147483648 2122 0 0 4096 1048584 2147483648 0 536870912 0 131072 417 71303296 2147483658 536870920 1024 135266320 1 257 is_linear=0 shrinkage=0.01 Tree=541 num_leaves=20 num_cat=6 split_feature=8 2 12 6 2 25 24 25 25 24 1 22 7 3 16 2 2 8 24 split_gain=169252 184638 1.79367e+06 304759 177968 137060 223217 287313 194905 185546 124383 100330 86575.4 93566.4 176642 73218.8 77145.7 72404.5 45742.8 threshold=1117.4100000000001 873.74500000000012 164.49524000000002 78.344250000000002 83.305000000000021 0 1 2 3 4 156.13200000000003 550.81750000000011 1449.0631000000001 1439.8675000000001 518.28800000000012 1432.0500000000002 1054.5000000000002 1449.0631000000001 5 decision_type=2 2 2 2 2 9 1 9 9 1 2 2 2 2 2 2 2 2 1 left_child=1 5 3 10 17 6 8 -8 -1 18 15 12 13 14 -7 16 -3 -2 -9 right_child=4 2 -4 -5 -6 11 7 9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.64166274403080792 0.17684917195638022 -0.30517599168031112 2.9901983211257246 -1.2319043213129044 -1.2026814425509909 -5.4264889510933887e-06 0.31581747646425284 0.21404838033020496 0.11318124520216938 -0.35282726846990131 0.78241480448029266 -0.63405285415649415 -0.51259648843245076 0.51664068113054551 -0.3567314452297396 -0.4595453858971596 0.43624817503823177 -0.54414120013897238 -0.074865599445541178 leaf_weight=122 30 23 22 20 23 102245 194 100 181 200 22 25 33 35 139 30 36 26 104 leaf_count=122 30 23 22 20 23 102245 194 100 181 200 22 25 33 35 139 30 36 26 104 internal_value=0 0.000966808 0.348098 -0.095614 -0.462074 0.000453053 0.122569 0.00878895 0.339671 -0.142713 0.109123 -0.00063252 -0.000478017 -0.000313009 -0.00048973 -0.0573087 0.147218 -0.157896 0.0701432 internal_weight=0 103531 153 131 79 103378 901 598 303 404 111 102477 102452 102419 102384 89 59 56 204 internal_count=103610 103531 153 131 79 103378 901 598 303 404 111 102477 102452 102419 102384 89 59 56 204 cat_boundaries=0 5 6 11 15 16 17 cat_threshold=1073741824 536870912 4096 1179656 2147483648 2122 0 0 4096 1048584 2147483648 0 536870912 0 131072 417 257 is_linear=0 shrinkage=0.01 Tree=542 num_leaves=17 num_cat=0 split_feature=8 11 10 2 22 2 1 2 18 0 9 2 2 8 26 2 split_gain=165885 208263 810021 174427 131276 134398 244882 114268 341197 570019 93858.7 91339.3 81015.2 70963.6 16796.3 65983.5 threshold=1117.4100000000001 1085.9700000000003 23.438000000000002 83.305000000000021 550.81750000000011 1054.5000000000002 227.56250000000003 537.86000000000013 61.027950000000011 658.11750000000018 792.15000000000009 362.00600000000003 44.651250000000005 1449.0631000000001 2022.5000000000002 1432.0500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 13 5 7 14 10 9 -9 11 -1 -12 -2 -7 -16 right_child=3 2 -4 -5 -6 6 -8 8 -10 -11 12 -13 -14 -15 15 -17 leaf_value=0.00075431873581985668 0.17508066813151044 -0.28580554104513595 2.2242073683738712 -1.1906546256853188 -0.70985029862477234 0.29327615906210508 1.3551593489646911 -0.25711119947946182 -1.4656766009330751 1.5093106117248536 -0.14175485174822552 0.16688927771007439 -0.77318960336538467 -0.53869980371915371 -0.38615676962811019 0.34914426883825889 leaf_weight=102644 30 36 20 23 26 34 20 211 20 20 93 332 26 26 23 26 leaf_count=102644 30 36 20 23 26 34 20 211 20 20 93 332 26 26 23 26 internal_value=0 0.000957968 0.610628 -0.457454 0.000628019 0.000806584 0.361852 0.000446748 -0.21266 -0.104174 0.000965589 0.00128995 -0.279715 -0.156317 0.1225 0.00400297 internal_weight=0 103531 56 79 103475 103449 103 103346 251 231 103095 102976 119 56 83 49 internal_count=103610 103531 56 79 103475 103449 103 103346 251 231 103095 102976 119 56 83 49 is_linear=0 shrinkage=0.01 Tree=543 num_leaves=10 num_cat=0 split_feature=22 22 11 10 4 3 2 1 10 split_gain=161858 528377 157941 116247 109608 249272 159096 299036 171704 threshold=592.37750000000005 465.57500000000005 1429.7025000000001 1439.8675000000001 1468.3681000000001 0.45700000000000007 1054.5000000000002 227.56250000000003 1092.2834 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 8 -8 -1 right_child=-2 -3 -4 -5 5 -7 7 -9 -10 leaf_value=0.00046488827498946967 -0.78830517878899198 1.5868558311462402 -0.76425290041499672 -0.59274432500203456 0.18896433512369792 -1.322653754711151 0.12940431125192758 1.4915579581260681 0.7448106839579921 leaf_weight=103325 26 21 27 33 24 20 83 20 31 leaf_count=103325 26 21 27 33 24 20 83 20 31 internal_value=0 0.000800375 0.000478763 0.000678189 0.00086739 -0.498135 0.00107961 0.3939 0.000688143 internal_weight=0 103584 103563 103536 103503 44 103459 103 103356 internal_count=103610 103584 103563 103536 103503 44 103459 103 103356 is_linear=0 shrinkage=0.01 Tree=544 num_leaves=14 num_cat=3 split_feature=22 22 11 25 2 24 4 2 1 4 10 25 2 split_gain=158637 517862 154798 115371 281554 261098 213131 289001 211352 137023 101844 53451.5 719.151 threshold=592.37750000000005 465.57500000000005 1429.7025000000001 0 329.85800000000006 1 1468.3681000000001 1054.5000000000002 169.65250000000003 5.0070000000000006 1439.8675000000001 2 654.54975000000002 decision_type=2 2 2 9 2 1 2 2 2 2 2 9 2 left_child=1 2 3 4 5 11 7 10 -9 -7 -5 -1 -6 right_child=-2 -3 -4 6 12 9 -8 8 -10 -11 -12 -13 -14 leaf_value=-0.27051303192547393 -0.7804221292642447 1.5709872313908166 -0.75661036438412144 -0.00061411527673177393 -0.63332148170471192 0.22485427254940793 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904.34825000000012 1077.3535000000002 518.28800000000012 0 1 1054.5000000000002 245.27500000000003 25.974 40.310000000000002 89.253750000000011 54.445500000000003 7.8873450000000007 1468.3681000000001 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 9 -6 11 12 14 -2 -4 right_child=13 -3 10 -5 8 7 -8 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.28055856229426962 1.0096375854810078 0.92243523805037786 -0.414547092795372 -0.5723500249499367 -0.38871549696780933 -0.0020145664503184489 0.019365290608558672 0.53759611433870358 -0.93369803237915039 0.19618961385318212 0.088905751622956372 -0.96074498844146738 0.15505718549092612 0.39238342380523683 -0.53899748542092063 leaf_weight=566 24 23 40 42 78 99743 2769 71 20 35 29 20 21 20 22 leaf_count=566 24 23 40 42 78 99743 2769 71 20 35 29 20 21 20 22 internal_value=0 -0.000329746 -0.000534892 -0.000130827 0.000101868 0.00051041 0.0644 -0.00163057 -0.316745 -0.20755 -0.31682 -0.431054 -0.303417 0.729068 -0.458707 internal_weight=0 103479 103456 103324 103282 103149 3335 99814 133 113 132 103 83 44 62 internal_count=103523 103479 103456 103324 103282 103149 3335 99814 133 113 132 103 83 44 62 cat_boundaries=0 5 6 cat_threshold=1073774592 536870912 4096 6422792 2147500032 72 is_linear=0 shrinkage=0.01 Tree=546 num_leaves=12 num_cat=0 split_feature=3 22 12 12 9 18 17 4 3 0 4 split_gain=229333 191989 171750 272511 181747 144172 199228 113564 132521 88925.2 40736.8 threshold=1439.8675000000001 550.81750000000011 1362.4500000000003 1040.4400000000003 346.38000000000005 506.30550000000005 277.13250000000005 904.34825000000012 1077.3535000000002 205.86150000000001 7.8873450000000007 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 -2 right_child=10 -3 -4 -5 5 -7 -8 9 -10 -11 -12 leaf_value=0.00094084292898631919 0.99954119761784865 0.91321093186088231 -0.76999362685557071 0.90827266895409797 -0.1938590295816412 -0.97439396546645596 0.67273162228720529 -0.18550376383945197 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346.38000000000005 348.30332000000004 440.98528000000005 0 1 1054.5000000000002 63.970000000000006 23.812550000000002 decision_type=2 2 2 2 2 2 2 2 9 1 2 2 2 left_child=1 2 3 5 11 8 7 -7 9 -1 -10 12 -5 right_child=-2 -3 -4 4 -6 6 -8 -9 10 -11 -12 -13 -14 leaf_value=0.25329208074896425 0.89503799106763748 -0.75769179252286745 0.8901980749766033 -0.54588664626318317 0.40041698360443112 -0.11208911012761393 0.61191973788397658 -1.0775167174432791 -0.0016312475781855573 0.020176828348301805 0.46269322724783257 -1.1364431544542313 -0.022869053791309227 leaf_weight=746 23 30 33 63 20 462 35 51 99794 2144 73 20 29 leaf_count=746 23 30 33 63 20 462 35 51 99794 2144 73 20 29 internal_value=0 -0.000217513 2.10889e-06 -0.000281895 -0.37708 0.000199567 -0.155696 -0.208067 0.00103095 0.0810171 -0.00129171 -0.515919 -0.381022 internal_weight=0 103500 103470 103437 132 103305 548 513 102757 2890 99867 112 92 internal_count=103523 103500 103470 103437 132 103305 548 513 102757 2890 99867 112 92 cat_boundaries=0 5 6 cat_threshold=1073774592 536870912 4096 4325640 2147500032 74 is_linear=0 shrinkage=0.01 Tree=549 num_leaves=13 num_cat=3 split_feature=3 22 12 12 9 25 24 0 24 3 5 4 split_gain=220295 180755 161685 256566 171525 163825 286513 189050 124474 332346 245462 39150.1 threshold=1439.8675000000001 550.81750000000011 1362.4500000000003 1040.4400000000003 346.38000000000005 0 1 1438.4900000000002 2 198.96750000000003 418.34600000000006 7.8873450000000007 decision_type=2 2 2 2 2 9 1 2 1 2 2 2 left_child=1 2 3 4 5 6 -1 -7 9 -6 -10 -2 right_child=11 -3 -4 -5 8 7 -8 -9 10 -11 -12 -13 leaf_value=0.18976720235026132 0.97971383492151898 0.88608761994735052 -0.7470938374667333 0.88129605900157593 -0.15631304119314465 -0.0015739688583390997 -0.010758255889118069 -0.83845718878286857 -0.2156664691456206 0.87154530860282275 -1.1165171359567081 0.38065131998062135 leaf_weight=1228 24 23 29 33 210 99900 1684 27 274 37 34 20 leaf_count=1228 24 23 29 33 210 99900 1684 27 274 37 34 20 internal_value=0 -0.000318965 -0.000516028 -0.000306695 -0.000588074 0.000358128 0.074164 -0.00179991 -0.175915 -0.00225121 -0.305202 0.707413 internal_weight=0 103479 103456 103427 103394 102839 2912 99927 555 247 308 44 internal_count=103523 103479 103456 103427 103394 102839 2912 99927 555 247 308 44 cat_boundaries=0 5 6 7 cat_threshold=1073774592 536870912 4096 4325640 2147500032 1354 2884 is_linear=0 shrinkage=0.01 Tree=550 num_leaves=31 num_cat=9 split_feature=11 25 26 6 25 25 24 14 10 24 11 1 24 0 9 14 8 6 10 0 9 0 24 25 11 25 8 8 15 14 split_gain=155032 126360 316325 522294 370641 317431 634302 330281 436952 245518 442780 285098 187064 645393 161633 124405 122557 379562 141154 757044 128553 106471 158702 105781 93700.9 81904.9 71722.7 58669.2 11284.8 6445.89 threshold=1429.7025000000001 0 2022.5000000000002 769.5200000000001 1 2 3 650.34950000000015 43.352000000000011 4 349.05332000000004 159.97720000000004 5 438.09750000000008 275.32250000000005 464.33100000000007 551.49600000000009 361.43000000000006 522.5150000000001 61.134000000000007 60.867350000000009 367.42525000000006 6 7 23.455000000000002 8 679.47498000000007 13.899000000000001 2.8222380000000005 650.34950000000015 decision_type=2 9 2 2 9 9 1 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 1 9 2 9 2 2 2 2 left_child=1 2 3 4 -1 6 -4 9 -9 11 -11 -7 13 -6 -14 16 18 20 21 27 26 25 -23 -8 28 -3 -18 -20 29 -17 right_child=-2 15 5 -5 12 7 23 8 -10 10 -12 -13 14 -15 -16 24 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.53440092719491872 0.69725828826427461 -0.027694974165586844 0.87170449456598009 1.4490035414695741 0.13420280597911163 -0.097507905728560176 0.16141458334482234 1.501427265905565 -0.3944320487976074 -0.016769837535325519 0.61364213555023595 -0.50593464829820267 0.035487003095977396 1.572073830664158 -0.78763456503550222 -0.01030679403207241 0.36002897652132171 1.5726395815610885 0.071420028805732727 1.9278522272904715 0.64024951836158495 -0.34007752253095486 0.057520440606234589 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308 119 91640 78 93 87 67 cat_boundaries=0 6 11 16 17 18 19 20 25 31 cat_threshold=1073774848 536871554 0 173248808 2148540592 129 0 2 0 131072 2147483648 1073741824 0 0 1048864 1048608 1096 3272 26 2740 0 0 0 1048576 1048608 672137282 139282432 134484736 1140875778 156041216 560 is_linear=0 shrinkage=0.01 Tree=551 num_leaves=18 num_cat=1 split_feature=22 22 6 10 1 6 10 14 16 18 15 8 6 4 24 5 10 split_gain=158578 411361 94593.5 280245 493589 287504 209002 188835 167155 162308 234503 158909 151013 124654 72635 63699.7 699.441 threshold=592.37750000000005 465.57500000000005 53.40420000000001 400.0485000000001 365.42300000000006 483.25025000000005 786.71250000000009 766.49265000000003 1079.5035000000003 172.78900000000002 66.958500000000001 1449.0631000000001 276.21600000000007 189.40640000000002 0 14.904238000000001 1092.2834 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=1 2 6 7 5 12 8 9 11 10 -4 14 -5 -11 -1 16 -8 right_child=-2 -3 3 4 -6 -7 15 -9 -10 13 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.010445733743926312 -0.82893895190695066 1.3387061488110086 0.014922010588727923 0.13181542167663574 1.4986074772808287 -0.74804376284281415 -0.38023175495011463 0.89948676376342773 -0.74658732096354175 -0.15007415500053994 0.31979749465927537 0.8135840559005737 1.071412495833177 -0.95844183568601249 0.0069261894239886273 -0.98390690541267389 -0.31506575155258182 leaf_weight=40892 23 23 3326 50 36 27 28 25 30 65 273 24 26 27 58472 20 40 leaf_count=40892 23 23 3326 50 36 27 28 25 30 65 273 24 26 27 58472 20 40 internal_value=0 0.00149721 0.00119965 0.0498028 0.490649 0.138353 -0.000683304 0.0333126 -0.000252123 0.0274458 0.0380482 -2.6844e-05 0.453257 -0.387312 -0.00022336 -0.48781 -0.341899 internal_weight=0 103384 103361 3855 139 103 99506 3716 99418 3691 3599 99388 76 92 99364 88 68 internal_count=103407 103384 103361 3855 139 103 99506 3716 99418 3691 3599 99388 76 92 99364 88 68 cat_boundaries=0 1 cat_threshold=2976 is_linear=0 shrinkage=0.01 Tree=552 num_leaves=21 num_cat=3 split_feature=2 12 22 26 2 16 25 14 8 2 24 14 2 6 10 25 10 5 16 16 split_gain=204944 1.73681e+06 210198 146112 158248 136237 157776 311632 268643 612388 169179 120247 117174 113541 310818 95601.5 90836.8 103876 60028.7 2861.42 threshold=873.74500000000012 143.12500000000003 550.81750000000011 2022.5000000000002 1432.0500000000002 518.28800000000012 0 766.49265000000003 19.646625000000004 381.19000000000005 1 1018.0250000000002 1054.5000000000002 181.63000000000002 553.80150000000015 2 307.63250000000005 28.395500000000002 1079.5035000000003 799.08500000000015 decision_type=2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 9 2 2 2 2 left_child=2 3 5 4 12 6 7 8 9 -1 -10 13 -2 15 -15 -8 17 18 19 -7 right_child=1 -3 -4 -5 -6 16 11 -9 10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 leaf_value=0.062882943872597491 0.072588240589414335 2.9021334415933357 -0.8814764658610027 -0.41545981844654306 -0.50157617841448099 -0.2489550345391035 -0.030475547912439706 1.0760411656697593 0.13728809944383658 0.86785914308017054 -0.25248793198664987 -0.69463541457653055 1.0048686203589805 0.073335484811227508 1.1231500727554848 0.0013256978090592636 -0.83634420183988722 0.31549491366551768 -0.78351475556691486 -0.1133001697982621 leaf_weight=3676 28 23 27 64 21 48 10595 30 147 97 410 25 26 1025 29 87032 26 31 24 23 leaf_count=3676 28 23 27 64 21 48 10595 30 147 97 410 25 26 1025 29 87032 26 31 24 23 internal_value=0 0.356701 0.000741717 -0.0644854 0.235013 0.000972489 0.00141369 0.0602129 0.0533139 0.0835781 -0.151689 -0.00118955 0.521464 -0.00101399 0.10222 -0.00212853 -0.298189 -0.187141 -0.351159 -0.205011 internal_weight=0 162 103245 139 75 103218 103066 4360 4330 3773 557 98706 54 98681 1054 97627 152 126 95 71 internal_count=103407 162 103245 139 75 103218 103066 4360 4330 3773 557 98706 54 98681 1054 97627 152 126 95 71 cat_boundaries=0 6 7 13 cat_threshold=1073774848 536870914 0 139624488 2148532272 1 515 940572738 135088256 134484736 1142972930 5046272 560 is_linear=0 shrinkage=0.01 Tree=553 num_leaves=33 num_cat=2 split_feature=2 12 16 25 8 2 0 2 15 3 3 24 8 0 1 6 26 1 0 8 10 4 7 2 26 12 10 4 16 6 16 1 split_gain=200866 1.70224e+06 163475 151915 228950 574480 787785 765693 282580 245409 215150 177560 209080 168482 183629 153103 143204 222560 128991 127929 106642 106423 94651.3 88386.9 72229.2 66001.3 38618.7 36404.7 42275.9 13616.8 4680.14 1620 threshold=873.74500000000012 143.12500000000003 518.28800000000012 0 19.646625000000004 381.19000000000005 10.847970000000002 537.86000000000013 245.62500000000003 514.39811750000013 414.21050000000008 1 483.25025000000005 658.11750000000018 352.68673250000012 172.78900000000002 2022.5000000000002 55.204000000000015 594.30750000000012 450.66846000000004 307.63250000000005 1468.3681000000001 141.29500000000002 4.402000000000001 2022.5000000000002 236.58700000000002 6.0237500000000006 93.385000000000005 1079.5035000000003 3.2712500000000007 614.20900000000017 0.45700000000000007 decision_type=2 2 2 9 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 2 2 left_child=2 16 3 4 5 9 24 -8 11 10 -1 12 -6 18 26 -10 17 -2 21 -13 25 22 -5 -11 -7 27 29 28 30 -15 -4 -18 right_child=1 -3 20 13 8 6 7 -9 15 23 -12 19 -14 14 -16 -17 31 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 leaf_value=0.072802946171453067 0.65312093044849151 2.8731120992743451 0.032132082852450283 -0.0022801277353467968 -0.070504061271404406 0.30627609560566565 3.0313119697570801 0.44852124268358401 1.0754369674410138 -0.250076961517334 0.96882391117237232 -0.22349706684366916 0.92166243470632114 -0.1976553288414365 -1.1068664592742921 -0.0012279388427734374 -0.44771798159394949 -0.47310670812215122 0.65483338737487795 -0.68296728861959355 -0.89489230182435775 0.66483582814534503 0.083911469546886122 -0.95174682415448697 -0.45329355058215909 0.3243661407232285 0.22886875659227371 -0.68614590883255011 -0.59313654986294839 -0.47660042808169406 -0.14650182850997556 -0.34178995782678778 leaf_weight=3584 47 23 22 97211 116 31 24 22 28 58 27 299 26 105 25 25 42 28 30 76 27 24 1291 26 21 20 20 20 22 21 44 22 leaf_count=3584 47 23 22 97211 116 31 24 22 28 58 27 299 26 105 25 25 42 28 30 76 27 24 1291 26 21 20 20 20 22 21 44 22 internal_value=0 0.353134 0.00073416 0.00122208 0.0588986 0.0871153 0.842799 1.79606 -0.127833 0.0670728 0.0795026 -0.199123 0.103847 -0.00133263 -0.314951 0.567576 -0.0638406 0.232663 -0.000788615 -0.308393 -0.32378 -0.000988244 -0.00115047 -0.46726 -0.000473185 -0.203311 -0.17935 -0.301029 -0.213502 -0.244146 -0.0869572 -0.411305 internal_weight=0 162 103245 103090 4363 3793 98 46 570 3695 3611 517 142 98727 171 53 139 75 98556 375 155 98526 98502 84 52 128 146 108 88 126 66 64 internal_count=103407 162 103245 103090 4363 3793 98 46 570 3695 3611 517 142 98727 171 53 139 75 98556 375 155 98526 98502 84 52 128 146 108 88 126 66 64 cat_boundaries=0 6 7 cat_threshold=1073774848 536870914 0 139624488 2148532272 1 515 is_linear=0 shrinkage=0.01 Tree=554 num_leaves=33 num_cat=2 split_feature=2 7 16 26 1 25 8 2 0 2 5 5 15 10 24 8 0 1 6 0 8 10 4 5 5 26 1 16 10 0 16 16 split_gain=196869 1.68488e+06 160222 158838 215822 148892 224394 563048 772108 750455 281935 553063 276956 255526 174027 204919 165129 179974 150185 126424 125383 104520 104305 95472.1 76613.9 70791.9 58186.1 57879.1 37850.2 13559 2824.43 789.273 threshold=873.74500000000012 274.98075000000006 518.28800000000012 2022.5000000000002 55.204000000000015 0 19.646625000000004 381.19000000000005 10.847970000000002 537.86000000000013 543.52500000000009 764.58775000000003 245.62500000000003 553.80150000000015 1 483.25025000000005 658.11750000000018 352.68673250000012 193.04400000000001 594.30750000000012 450.66846000000004 307.63250000000005 1468.3681000000001 1424.6500000000003 28.395500000000002 2022.5000000000002 63.205375000000011 1079.5035000000003 6.0237500000000006 1077.3535000000002 799.08500000000015 614.20900000000017 decision_type=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 2 2 2 2 2 left_child=2 3 5 4 -2 6 7 10 25 -10 13 -12 14 -1 15 -8 19 28 -14 22 -16 24 23 -7 27 -9 -5 30 29 -18 31 -4 right_child=1 -3 21 26 -6 16 12 8 9 -11 11 -13 18 -15 20 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 leaf_value=0.064539582594787592 0.72118378205732869 2.9921718007042295 -0.28970507632602344 -0.57073944108826768 -0.4145304971271091 -0.00099181977870964333 -0.069799019344921776 0.30321333731374434 3.0009988303979238 0.44403604968027638 2.0072599341652611 -0.005253085030449761 1.0279992559750875 -0.71093225700910712 -0.22126209736269054 0.91244581946959868 -0.32308169707273826 -1.095797791671753 -0.046054617840310799 0.6482850322723388 -0.6761376119914807 -0.88594336368419502 0.65818745374679566 -0.65982479258017113 0.2138231133421262 -0.44876064118884856 0.058406111427715846 -0.77001426537831619 0.22658003634214402 -0.10946712295214335 -0.11084707059290098 -0.20832161820851841 leaf_weight=3594 44 21 22 49 27 98480 116 31 24 22 22 36 30 43 299 26 78 25 23 30 76 27 24 22 33 21 21 24 20 48 23 26 leaf_count=3594 44 21 22 49 27 98480 116 31 24 22 22 36 30 43 299 26 78 25 23 30 76 27 24 22 33 21 21 24 20 48 23 26 internal_value=0 0.349603 0.000726818 -0.0439712 0.289292 0.00120986 0.0583096 0.0862442 0.834371 1.7781 0.0664021 0.758114 -0.126555 0.0553712 -0.197131 0.102809 -0.0013193 -0.311802 0.5619 -0.000780729 -0.305309 -0.320542 -0.000978362 -0.00113897 -0.201278 -0.000468462 -0.381996 -0.345471 -0.177556 -0.241705 -0.201963 -0.245622 internal_weight=0 162 103245 141 71 103090 4363 3793 98 46 3695 58 570 3637 517 142 98727 171 53 98556 375 155 98526 98502 128 52 70 95 146 126 71 48 internal_count=103407 162 103245 141 71 103090 4363 3793 98 46 3695 58 570 3637 517 142 98727 171 53 98556 375 155 98526 98502 128 52 70 95 146 126 71 48 cat_boundaries=0 6 7 cat_threshold=1073774848 536870914 0 139624488 2148532272 1 515 is_linear=0 shrinkage=0.01 Tree=555 num_leaves=23 num_cat=3 split_feature=1 2 7 5 0 17 12 0 3 25 2 2 25 3 5 25 12 2 0 2 0 1 split_gain=292122 240189 1.61576e+06 292491 176997 265937 293837 185800 232212 184006 202921 157381 147165 165792 645185 140629 136262 42604.3 41331.8 122828 37672.5 2718.18 threshold=1083.8250000000003 873.74500000000012 301.53500000000008 117.18750000000001 468.26850000000007 245.62500000000003 178.32800000000003 438.09750000000008 8.0827500000000025 0 537.86000000000013 1432.0500000000002 1 888.10000000000014 65.306500000000014 2 147.16000000000003 20.977000000000004 2.5072500000000004 1054.5000000000002 54.445500000000003 1449.0631000000001 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 9 2 2 2 2 2 2 left_child=1 4 3 11 7 6 9 12 -9 17 -11 18 -1 15 -15 -14 20 -6 19 -3 21 -2 right_child=16 2 -4 -5 5 -7 -8 8 -10 10 -12 -13 13 14 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.26688344513497703 -0.4160499847852267 -0.23899949840877366 3.0467012662887574 -1.0033026281992594 -0.42820579804872211 0.91604688099452436 -1.1299101948738099 0.98636452058466473 -0.30674747410274689 0.013837865029635415 -1.0237835409641267 -0.39403939272960026 0.07749010425826415 0.022532272338867187 1.8783197668324345 -0.00091726177705895109 -1.2288469924245562 -0.8680824522818289 0.85156975936889656 0.71296544248407545 -0.083832985030280235 -0.55187781838809746 leaf_weight=195 26 23 20 24 76 21 34 41 21 327 20 30 2331 101 23 100079 21 31 20 33 36 34 leaf_count=195 26 23 20 24 76 21 34 41 21 327 20 30 2331 101 23 100079 21 31 20 33 36 34 internal_value=0 0.000772091 0.400639 -0.00644753 0.000191451 -0.185825 -0.233241 0.00111257 0.548375 -0.16609 -0.0446798 0.219256 0.000782277 0.00131723 0.366751 0.000874881 -0.499187 -0.508156 0.461346 0.32198 -0.339574 -0.493019 internal_weight=0 103450 150 130 103300 509 488 102791 62 454 347 106 102729 102534 124 102410 117 107 76 56 96 60 internal_count=103567 103450 150 130 103300 509 488 102791 62 454 347 106 102729 102534 124 102410 117 107 76 56 96 60 cat_boundaries=0 6 11 17 cat_threshold=0 512 512 33554434 0 1024 0 2 0 0 2147483648 1073741824 536870912 4096 7569672 0 1 is_linear=0 shrinkage=0.01 Tree=556 num_leaves=24 num_cat=2 split_feature=1 2 7 5 0 17 12 25 1 0 26 2 26 2 25 3 5 16 12 2 0 26 26 split_gain=286309 235409 1.58361e+06 286671 173474 260645 287990 209084 186369 182102 244976 154249 194746 226991 144378 162493 632345 181661 133550 40322.5 36922.8 4017.27 402.123 threshold=1083.8250000000003 873.74500000000012 301.53500000000008 117.18750000000001 468.26850000000007 245.62500000000003 178.32800000000003 0 315.17050000000006 438.09750000000008 2022.5000000000002 1432.0500000000002 2022.5000000000002 1054.5000000000002 1 888.10000000000014 65.306500000000014 799.08500000000015 147.16000000000003 20.977000000000004 54.445500000000003 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 4 3 11 9 6 7 19 -9 14 -11 12 13 -3 22 17 -17 -16 20 -6 21 -2 -1 right_child=18 2 -4 -5 5 -7 -8 8 -10 10 -12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.26301559549696901 -0.56723106138167845 0.18365075683593751 3.0162342739105226 -0.99326959490776068 -0.42866377388989485 0.90688635371980209 -1.1186111113604378 0.063774412190381602 -0.6212023440132971 1.1133251554825727 -0.14977859590734754 -0.39009899944067 -0.076856166919072474 1.6902725982666016 0.0011805085095892372 0.022306942892546703 1.8595365619659425 -0.56351543751724986 -1.2165585221563067 -0.83089217546913363 -0.08299464490678575 -0.40348864752670816 -0.29175463426231157 leaf_weight=94 31 20 20 24 81 21 34 291 46 34 28 30 36 20 102353 101 23 57 21 36 36 29 101 leaf_count=94 31 20 20 24 81 21 34 291 46 34 28 30 36 20 102353 101 23 57 21 36 36 29 101 internal_value=0 0.000764186 0.396633 -0.00638304 0.000189353 -0.183967 -0.230909 -0.164429 -0.0288673 0.00110126 0.542891 0.217063 0.456732 0.936962 0.000774269 0.00130413 0.363083 0.000866206 -0.494195 -0.508928 -0.336179 -0.488089 -0.264345 internal_weight=0 103450 150 130 103300 509 488 454 337 102791 62 106 76 40 102729 102534 124 102410 117 117 96 60 195 internal_count=103567 103450 150 130 103300 509 488 454 337 102791 62 106 76 40 102729 102534 124 102410 117 117 96 60 195 cat_boundaries=0 6 11 cat_threshold=0 512 512 33554434 8192 1024 0 2 0 0 2147483648 is_linear=0 shrinkage=0.01 Tree=557 num_leaves=21 num_cat=2 split_feature=1 2 7 5 2 26 2 25 4 22 2 14 3 2 6 25 26 26 1 1 split_gain=280611 230724 1.5521e+06 280966 151180 190871 222474 135867 125920 123759 116769 304113 402780 202565 541764 131210 35842.4 11855.8 3453.71 129.255 threshold=1083.8250000000003 873.74500000000012 301.53500000000008 117.18750000000001 1432.0500000000002 2022.5000000000002 1054.5000000000002 0 522.5150000000001 550.81750000000011 537.86000000000013 39.015000000000008 471.50829000000004 436.65050000000002 361.43000000000006 1 2022.5000000000002 2022.5000000000002 1449.0631000000001 1449.0631000000001 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 7 3 4 5 6 -3 17 16 10 13 12 -12 15 -15 -9 19 -1 -18 -2 right_child=8 2 -4 -5 -6 -7 -8 9 -10 -11 11 -13 -14 14 -16 -17 18 -19 -20 -21 leaf_value=-0.48109349157295972 -0.11900342159271241 0.18181422996520996 2.9860718793869019 -0.98333687802155811 -0.38619800933202109 -0.076087608072492804 1.6733697624206543 0.086896740657702309 -1.1906757786160425 -0.73288326056107234 -0.27170892490152115 -1.1639452277024587 1.0050380353269905 0.1340753481038531 1.8993401136398316 -0.00078464966171958972 -0.43110363960266113 -0.27122165002320942 -0.59785990101319775 -0.15265636171613423 leaf_weight=51 25 20 20 24 30 36 20 1726 21 23 167 30 29 133 20 101064 23 57 27 21 leaf_count=51 25 20 20 24 30 36 20 1726 21 23 167 30 29 133 20 101064 23 57 27 21 internal_value=0 0.000756544 0.392666 -0.00631923 0.214892 0.452165 0.927592 0.000187459 -0.489254 0.000575182 0.000738751 -0.226317 -0.0828025 0.00123723 0.364829 0.000696031 -0.335817 -0.338944 -0.521152 -0.134367 internal_weight=0 103450 150 130 106 76 40 103300 117 103192 103169 226 196 102943 153 102790 96 108 50 46 internal_count=103567 103450 150 130 106 76 40 103300 117 103192 103169 226 196 102943 153 102790 96 108 50 46 cat_boundaries=0 5 10 cat_threshold=0 0 0 32 2147483648 1073741824 536870912 4096 7536648 32 is_linear=0 shrinkage=0.01 Tree=558 num_leaves=24 num_cat=2 split_feature=1 2 7 26 0 17 12 25 1 0 26 25 3 0 16 8 3 2 0 2 26 2 26 split_gain=275027 226133 1.52121e+06 222924 170234 255124 281444 204748 183151 178548 239942 140480 158435 285103 178016 130188 44781.7 39550.6 36564.6 28853.7 8426.58 439.786 403.962 threshold=1083.8250000000003 873.74500000000012 301.53500000000008 2022.5000000000002 468.26850000000007 245.62500000000003 178.32800000000003 0 315.17050000000006 438.09750000000008 2022.5000000000002 1 888.10000000000014 7.8769000000000009 799.08500000000015 199.56750000000002 60.784245000000006 20.977000000000004 55.204000000000015 1054.5000000000002 2022.5000000000002 1432.0500000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 16 9 6 7 17 -9 11 -11 22 14 -14 -13 18 -3 -6 20 -5 -2 -21 -1 right_child=15 2 -4 19 5 -7 -8 8 -10 10 -12 12 13 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 leaf_value=-0.25920236729561014 -0.56448101580142973 0.58917812867598107 2.9562111177444454 -0.13564562030460522 -0.42436929838156995 0.89699549402509415 -1.1062405973322251 0.063032383062585517 -0.61600501988245093 1.1021085643768311 -0.147951483300754 0.0011666039448228929 0.099560410330692919 1.2463860757010323 -0.5578349126221841 -1.1242667377471924 0.027909044538225448 -0.82272926786707501 -0.030819794468341339 -0.54541736342690206 -0.32912966826866419 -0.6102090106159449 -0.28800703275321732 leaf_weight=94 32 44 20 23 81 21 34 291 46 34 28 102353 96 28 57 25 21 36 31 22 29 20 101 leaf_count=94 32 44 20 23 81 21 34 291 46 34 28 102353 96 28 57 25 21 36 31 22 29 20 101 internal_value=0 0.000749062 0.38874 -0.00625603 0.000185668 -0.182242 -0.228685 -0.162965 -0.0288006 0.00108901 0.537565 0.000765234 0.00128789 0.358521 0.000855471 -0.484361 0.407845 -0.503875 -0.310474 -0.420357 -0.452593 -0.576271 -0.26075 internal_weight=0 103450 150 130 103300 509 488 454 337 102791 62 102729 102534 124 102410 117 65 117 92 65 61 42 195 internal_count=103567 103450 150 130 103300 509 488 454 337 102791 62 102729 102534 124 102410 117 65 117 92 65 61 42 195 cat_boundaries=0 6 11 cat_threshold=0 512 512 33554434 8192 1024 0 2 0 0 2147483648 is_linear=0 shrinkage=0.01 Tree=559 num_leaves=24 num_cat=4 split_feature=1 2 7 26 0 17 12 25 1 0 26 25 1 25 25 12 2 1 0 2 26 2 26 split_gain=269554 221633 1.49094e+06 218487 166846 250047 275844 200674 179506 174995 235168 137684 131739 175487 145129 128387 38763.5 38470.6 35831.7 28279.5 4067.52 431.034 395.923 threshold=1083.8250000000003 873.74500000000012 301.53500000000008 2022.5000000000002 468.26850000000007 245.62500000000003 178.32800000000003 0 315.17050000000006 438.09750000000008 2022.5000000000002 1 61.090000000000011 2 3 147.16000000000003 20.977000000000004 55.204000000000015 54.445500000000003 1054.5000000000002 2022.5000000000002 1432.0500000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 2 9 2 9 9 2 2 2 2 2 2 2 2 left_child=1 4 3 17 9 6 7 16 -9 11 -11 22 14 -14 -13 18 -6 -3 20 -5 -2 -21 -1 right_child=15 2 -4 19 5 -7 -8 8 -10 10 -12 12 13 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 leaf_value=-0.25661033691243923 -0.55386966536121984 0.58379738217308408 2.926649112701416 -0.13428914215253746 -0.42012559561081875 0.88802553131466822 -1.0951782024607939 0.062402067516267916 -0.60984497376110247 1.091087408065796 -0.14647196407829013 0.073742880918604287 0.11931308642332822 -0.011086355311627752 -0.003017767111721921 -1.1877793803456285 -0.81450195764501887 0.075014674145242446 -0.075170023706224234 -0.5399631990085948 -0.38910639993075669 -0.60410693287849426 -0.28512696195356918 leaf_weight=94 31 42 20 23 81 21 34 291 46 34 28 2518 2135 1993 95888 21 36 23 36 22 29 20 101 leaf_count=94 31 42 20 23 81 21 34 291 46 34 28 2518 2135 1993 95888 21 36 23 36 22 29 20 101 internal_value=0 0.000741571 0.384852 -0.00619347 0.000183811 -0.18042 -0.226398 -0.161335 -0.0285126 0.00107812 0.53219 0.000757581 0.00127501 0.0566184 -0.00104644 -0.479517 -0.498837 0.403767 -0.324585 -0.416154 -0.474234 -0.570508 -0.258142 internal_weight=0 103450 150 130 103300 509 488 454 337 102791 62 102729 102534 4128 98406 117 117 65 96 65 60 42 195 internal_count=103567 103450 150 130 103300 509 488 454 337 102791 62 102729 102534 4128 98406 117 117 65 96 65 60 42 195 cat_boundaries=0 6 11 16 22 cat_threshold=0 512 512 33554434 8192 1024 0 2 0 0 2147483648 104121868 16400 270598720 2097152 536879168 1073742080 536870912 4096 7569672 16 129 is_linear=0 shrinkage=0.01 Tree=560 num_leaves=16 num_cat=0 split_feature=16 11 3 4 1 12 5 10 9 8 10 16 0 0 3 split_gain=173534 173054 150818 358604 340115 149738 351017 113427 118324 95455.2 165174 83209.1 172551 115842 20311.2 threshold=1079.5035000000003 1429.7025000000001 1077.3535000000002 321.81750000000005 174.76450000000003 521.05947000000003 606.07650000000001 1092.2834 55.412500000000016 450.66846000000004 350.63250000000005 518.28800000000012 11.827700000000002 261.90500000000003 1439.8675000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 14 7 9 11 -9 10 -7 13 -13 -1 -4 right_child=-2 -3 3 -5 -6 6 -8 8 -10 -11 -12 12 -14 -15 -16 leaf_value=-0.0013459637668640724 0.67489139707464918 0.77137393811653399 -0.29842365666439657 -1.5848019371032716 1.0438221397399903 -0.16876025884014786 -1.4895873723711288 0.10311162635258266 1.0673146619796754 -0.72420337110757826 0.73862707179525633 0.0067128340039454715 -0.84319285670916244 0.1004200947176003 -0.65713981381169073 leaf_weight=101738 38 29 38 20 20 157 21 35 20 24 23 71 36 1131 27 leaf_count=101738 38 29 38 20 20 157 21 35 20 24 23 71 36 1131 27 internal_value=0 -0.00100576 -0.00122247 -0.380024 -0.0965462 -0.000837267 -0.25853 -0.000274516 0.453731 -0.131803 -0.0528163 -0.000517003 -0.279237 -0.00022709 -0.447429 internal_weight=0 103390 103361 105 85 103256 225 103031 55 204 180 102976 107 102869 65 internal_count=103428 103390 103361 105 85 103256 225 103031 55 204 180 102976 107 102869 65 is_linear=0 shrinkage=0.01 Tree=561 num_leaves=12 num_cat=0 split_feature=16 11 5 14 6 3 4 6 10 16 8 split_gain=170081 169610 149631 137207 121258 108357 307772 314828 90693 101379 97407.6 threshold=1079.5035000000003 1429.7025000000001 1424.6500000000003 1358.5175000000004 7.8943450000000004 1077.3535000000002 301.86800000000011 32.040442500000005 1092.2834 362.00600000000003 2.5075000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -4 8 7 -7 9 -1 -10 right_child=-2 -3 4 -5 -6 6 -8 -9 10 -11 -12 leaf_value=-0.00019896841577886752 0.66814249672387771 0.76366015935766285 -0.15573802024126054 -0.77322327234822763 -1.1483191496133804 -0.44212895635831151 -1.4388010501861572 0.9371543905009394 0.70225971492561134 -0.21083791712941563 -0.1639398798942566 leaf_weight=102898 38 29 32 23 20 59 20 23 37 229 20 leaf_count=102898 38 29 32 23 20 59 20 23 37 229 20 internal_value=0 -0.000995702 -0.00121024 -0.000940303 -0.5375 -0.000768329 -0.32654 -0.0552568 -0.000446295 -0.000666705 0.39833 internal_weight=0 103390 103361 103309 52 103286 102 82 103184 103127 57 internal_count=103428 103390 103361 103309 52 103286 102 82 103184 103127 57 is_linear=0 shrinkage=0.01 Tree=562 num_leaves=12 num_cat=0 split_feature=16 11 5 14 6 3 8 10 9 16 26 split_gain=166696 166235 146653 134477 118844 106200 183559 88888.2 105225 99361.4 23252.7 threshold=1079.5035000000003 1429.7025000000001 1424.6500000000003 1358.5175000000004 7.8943450000000004 1077.3535000000002 15.585000000000003 1092.2834 86.280000000000015 362.00600000000003 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -4 7 10 9 -9 -1 -7 right_child=-2 -3 4 -5 -6 6 -8 8 -10 -11 -12 leaf_value=-0.00019697871693550491 0.66146106042360009 0.75602363882393675 -0.15418063879013061 -0.7654910388200179 -1.1368359591960908 -0.38431053135846116 0.42122359237670898 0.066189982493718463 0.95690113612583705 -0.20872954112603676 -0.73212770438194275 leaf_weight=102898 38 29 32 23 20 37 25 36 21 229 40 leaf_count=102898 38 29 32 23 20 37 25 36 21 229 40 internal_value=0 -0.000985745 -0.00119814 -0.0009309 -0.532125 -0.000760645 -0.323275 -0.000441832 0.394347 -0.000660038 -0.564995 internal_weight=0 103390 103361 103309 52 103286 102 103184 57 103127 77 internal_count=103428 103390 103361 103309 52 103286 102 103184 57 103127 77 is_linear=0 shrinkage=0.01 Tree=563 num_leaves=17 num_cat=0 split_feature=16 11 12 11 3 4 1 9 1 2 12 6 9 3 9 3 split_gain=163379 162927 146087 313644 144033 304166 295375 142246 223796 120838 109474 127256 93766.2 284972 122431 13137.7 threshold=1079.5035000000003 1429.7025000000001 521.05947000000003 559.42150000000004 1077.3535000000002 288.16557150000006 101.54109550000001 522.5150000000001 414.53600000000012 132.27250000000004 448.18200000000007 52.76986800000001 373.75800000000004 543.52500000000009 287.97507150000007 1439.8675000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 7 10 6 15 8 9 -4 12 -12 14 -14 -1 -6 right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11 11 -13 13 -15 -16 -17 leaf_value=-0.00034438091536664417 0.65484646715615924 0.74846337400633711 -0.21378778461899078 -1.3607667958218119 -0.34744150214725067 -1.4829829387664797 0.9142925821031842 0.6503188901855832 -1.2172479257583617 0.52855633698976956 0.090478077450314082 1.0805375671386719 -0.21131801456212998 0.93334467017132294 0.26068615413871077 -0.65340504936549981 leaf_weight=102371 38 29 140 23 36 20 21 21 20 26 37 20 400 23 180 23 leaf_count=102371 38 29 140 23 36 20 21 21 20 26 37 20 400 23 180 23 internal_value=0 -0.000975887 -0.00118616 -0.252929 -0.000624727 -0.379957 -0.104201 -0.129836 -0.217918 -0.097517 -0.000256553 0.437867 -0.000499072 -0.149079 0.000113786 -0.466715 internal_weight=0 103390 103361 230 103131 100 80 207 186 166 103031 57 102974 423 102551 59 internal_count=103428 103390 103361 230 103131 100 80 207 186 166 103031 57 102974 423 102551 59 is_linear=0 shrinkage=0.01 Tree=564 num_leaves=13 num_cat=2 split_feature=25 11 16 12 11 9 5 3 25 8 10 3 split_gain=219436 179526 172606 145471 306424 140087 196459 135154 149062 136554 125914 18312.2 threshold=0 1429.7025000000001 1079.5035000000003 521.05947000000003 559.42150000000004 522.5150000000001 440.98528000000005 1077.3535000000002 1 15.585000000000003 1092.2834 1439.8675000000001 decision_type=9 2 2 2 2 2 2 2 9 2 2 2 left_child=-1 2 3 7 5 6 -5 8 -2 11 -10 -9 right_child=1 -3 -4 4 -6 -7 -8 9 10 -11 -12 -13 leaf_value=-0.39636335829326086 0.33233385608814381 0.80042683295905592 0.6824786259999146 -0.095256552379808304 -1.3471591153352156 0.64381569419588358 -1.082900614116503 -0.71623767042160036 -0.00042573163625029089 0.32541187199679283 0.4871152601601943 -0.40757485776334196 leaf_weight=130 125 28 37 162 23 21 23 40 102727 22 53 37 leaf_count=130 125 28 37 162 23 21 23 40 102727 22 53 37 internal_value=0 -0.00019129 -0.000408384 -0.000653139 -0.252414 -0.130185 -0.218045 -9.34204e-05 0.000261873 -0.369401 -0.000174307 -0.567919 internal_weight=0 103298 103270 103233 229 206 185 103004 102905 99 102780 77 internal_count=103428 103298 103270 103233 229 206 185 103004 102905 99 102780 77 cat_boundaries=0 4 9 cat_threshold=0 0 0 131072 0 0 0 0 2147483680 is_linear=0 shrinkage=0.01 Tree=565 num_leaves=23 num_cat=4 split_feature=22 0 13 8 4 6 24 0 0 5 12 8 0 3 25 24 25 16 14 3 3 6 split_gain=197200 162319 409409 184552 282586 183609 168813 422798 183553 168716 226710 200155 149826 118854 108517 796686 315498 111617 151253 124408 85869.1 27214.7 threshold=550.81750000000011 468.26850000000007 307.63250000000005 422.73350000000011 483.06600000000009 153.80500000000004 0 1077.3535000000002 1077.3535000000002 670.0675 173.20174 287.60700000000003 438.09750000000008 8.0827500000000025 1 2 3 371.89150000000006 361.43000000000006 270.18175000000008 53.423999999999999 86.296250000000015 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 1 9 2 2 2 2 2 left_child=1 9 3 4 6 -4 8 -8 -3 12 11 20 14 -14 15 -1 -17 18 -16 -19 21 -11 right_child=-2 2 5 -5 -6 -7 7 -9 -10 10 -12 -13 13 -15 17 16 -18 19 -20 -21 -22 -23 leaf_value=0.73497778180133866 0.96801156543550038 -0.1184457731316256 -0.40873070335388184 0.5969778368208144 -0.98472892419711966 -1.7188224734430728 -0.10955149796842797 0.95825628995895384 -0.8122148299703793 -0.10258160190582276 -1.249800341129303 0.76874135351181028 0.81648589158058171 -0.098600159477103835 -0.0010348302077656179 -0.19021473327803509 0.24583510873391645 -0.1435480464238999 0.23684526420351287 -0.91898015981135162 -0.74678575024460303 -0.49857184001377652 leaf_weight=156 21 172 20 36 37 23 163 48 49 100 22 20 40 22 101367 456 248 206 268 23 33 21 leaf_count=156 21 172 20 36 37 23 163 48 49 100 22 20 40 22 101367 456 248 206 268 23 33 21 internal_value=0 -0.00113034 -0.172779 -0.0930209 -0.145985 -1.10948 -0.0741477 0.127328 -0.260481 -0.000216946 -0.293331 -0.172398 0.000341986 0.491778 4.53756e-05 0.111255 -0.0353146 -0.000904358 -0.000407567 -0.22143 -0.294624 -0.171307 internal_weight=0 103530 548 505 469 43 432 211 221 102982 196 174 102786 62 102724 860 704 101864 101635 229 154 121 internal_count=103551 103530 548 505 469 43 432 211 221 102982 196 174 102786 62 102724 860 704 101864 101635 229 154 121 cat_boundaries=0 1 6 7 12 cat_threshold=685 1073741824 0 4096 134348808 2148007968 68 0 0 0 131072 2148007968 is_linear=0 shrinkage=0.01 Tree=566 num_leaves=20 num_cat=0 split_feature=22 5 8 6 3 2 10 10 5 13 8 1 4 16 16 4 3 16 4 split_gain=193275 152060 242195 391710 218206 211649 174317 155607 163376 426220 786801 146464 138941 118633 152087 153231 135803 71432.5 36121.7 threshold=550.81750000000011 518.47500000000002 551.49600000000009 329.28675000000004 169.67250000000004 256.18250000000006 193.41800000000003 1439.8675000000001 388.83500000000009 207.31054000000003 228.51250000000002 297.44000000000005 392.81250000000006 362.00600000000003 348.30332000000004 615.12750000000017 270.18175000000008 1079.5035000000003 39.015000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 4 6 -6 18 8 13 10 11 -10 -5 14 15 -1 17 -15 -3 right_child=-2 2 -4 12 5 -7 -8 -9 9 -11 -12 -13 -14 16 -16 -17 -18 -19 -20 leaf_value=0.00019662761016921382 0.9583314368838356 -0.2610233797302729 0.61785985021880185 -0.67285924366542271 -0.034297831535339357 1.2552584757804872 -1.157843282699585 -0.69760717272758488 -0.019968215118754993 1.5067485262393951 1.8791512591188604 -0.91908333006359288 -1.7176935415267947 -0.070505249395816774 0.77968531284332276 -0.26105494256549411 -0.9161128221988678 -0.58657046779509514 0.028950932389598782 leaf_weight=102413 21 158 33 35 35 20 20 32 132 25 22 21 20 199 25 225 25 31 59 leaf_count=102413 21 158 33 35 35 20 20 32 132 25 22 21 20 199 25 225 25 31 59 internal_value=0 -0.00111828 -0.20079 -0.278645 -0.132828 0.434632 -0.264517 -0.000382695 -0.00016633 0.285367 0.110884 -0.143376 -1.0528 -0.000721206 -0.000186124 -0.00037608 -0.216145 -0.140062 -0.182182 internal_weight=0 103530 380 347 292 55 237 103150 103118 200 175 153 55 102918 102663 102638 255 230 217 internal_count=103551 103530 380 347 292 55 237 103150 103118 200 175 153 55 102918 102663 102638 255 230 217 is_linear=0 shrinkage=0.01 Tree=567 num_leaves=25 num_cat=1 split_feature=10 0 3 11 0 8 4 2 4 24 0 1 10 0 3 7 3 14 11 2 21 8 1 10 split_gain=136030 258089 322677 250880 86458 200635 362489 309470 255455 188053 681312 163422 144622 127343 108865 95246 152463 111651 309048 61031 60865 55323.1 47454.4 46239.8 threshold=671.22124000000008 384.29599999999999 364.96250000000003 1429.7025000000001 468.26850000000007 422.73350000000011 33.023412500000013 466.65428000000003 194.61300000000003 0 1077.3535000000002 285.3250000000001 44.70450000000001 438.09750000000008 8.0827500000000025 670.0675 249.93500000000003 766.49265000000003 11.202900000000001 158.28725000000003 857.05000000000007 38.779500000000006 165.05000000000004 897.08550000000014 decision_type=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=3 2 19 4 13 6 9 12 -7 10 -6 -11 -8 15 -15 17 22 20 -19 21 -1 23 -17 -2 right_child=1 -3 -4 -5 5 8 7 -9 -10 11 -12 -13 -14 14 -16 16 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=-0.00030301024515021826 -0.0026238042286464147 -1.1782674753224409 1.0661943656206132 0.96337482567186716 -0.12411271181973545 -0.24712888813018802 -0.5735826294363281 -1.5430784524720291 1.3511662969589233 -0.094996384456397256 1.6209535881678263 -0.95049576721191398 0.32493712705114614 0.74335325831458676 -0.13846880058447519 -0.04993662586918584 -0.99085875096528431 -0.0013141930753534489 1.4502870807647705 0.19435400894709998 0.55140733909606943 -0.85549828801836281 -0.56094013849894209 -0.47276889140789324 leaf_weight=102486 35 27 20 27 88 20 81 29 20 209 30 25 23 42 21 135 23 55 20 21 20 21 21 52 leaf_count=102486 35 27 20 27 88 20 81 29 20 209 30 25 23 42 21 135 23 55 20 21 20 21 21 52 internal_value=0 -0.278689 -0.115678 -0.000441544 -0.000693344 -0.128695 -0.184837 -0.629593 0.552019 -0.0167896 0.294584 -0.178757 -0.374872 -3.97834e-05 0.449413 -0.000315333 -0.230787 8.68319e-05 0.385779 -0.298914 -0.000195366 -0.394827 -0.118726 -0.28363 internal_weight=0 176 149 103375 103348 525 485 133 40 352 118 234 104 102823 63 102760 179 102581 75 129 102506 108 156 87 internal_count=103551 176 149 103375 103348 525 485 133 40 352 118 234 104 102823 63 102760 179 102581 75 129 102506 108 156 87 cat_boundaries=0 1 cat_threshold=2370 is_linear=0 shrinkage=0.01 Tree=568 num_leaves=23 num_cat=1 split_feature=22 0 13 2 7 4 11 3 5 2 0 26 25 4 7 12 14 15 0 4 4 5 split_gain=189781 156291 398712 360410 247364 284981 194021 218359 162503 320297 144647 425436 106573 379956 102486 99722.4 118382 95549.5 90548.6 65520.7 8786.37 8856.58 threshold=550.81750000000011 468.26850000000007 307.63250000000005 348.16250000000008 607.15100000000018 483.06600000000009 145.75200000000004 334.76100000000002 670.0675 49.853800000000007 438.09750000000008 2022.5000000000002 0 79.38300000000001 52.932000000000009 545.35800000000017 766.49265000000003 233.68794 9.8384700000000009 143.69840000000002 44.357150000000004 1424.6500000000003 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=1 8 4 -4 5 6 7 -3 10 14 12 -12 13 18 20 16 -14 -17 -1 -11 21 -10 right_child=-2 2 3 -5 -6 -7 -8 -9 9 19 11 -13 15 -15 -16 17 -18 -19 -20 -21 -22 -23 leaf_value=0.06123537402886961 0.94963959466843384 -0.089666547565846827 -0.24019092974455461 -2.0756877796649933 0.87895865058898925 -1.0101572626658848 -0.79897673915414247 0.67948739016928328 -0.27622322341373989 -1.3554257353146872 1.3668615683193863 -0.29332560282765013 -0.00077180807793791092 1.4088097650354559 0.51789442685934217 -0.14025804640894587 0.41971042459135627 -0.79315381840423305 0.74227321672439572 -0.63085299455202548 -0.0078214996337890638 -0.056955001068115234 leaf_weight=818 21 370 23 20 25 35 34 41 70 24 29 33 101638 22 26 132 67 27 20 26 25 25 leaf_count=818 21 370 23 20 25 35 34 41 70 24 29 33 101638 22 26 132 67 27 20 26 25 25 internal_value=0 -0.00109813 -0.16953 -1.09391 -0.0908206 -0.14133 -0.0729952 -0.0129383 -0.000201849 -0.287868 0.000346695 0.483214 5.52565e-05 0.110264 -0.0512999 -0.000885934 -0.000494808 -0.251127 0.0774893 -0.978648 -0.174625 -0.218521 internal_weight=0 103530 548 43 505 480 445 411 102982 196 102786 62 102724 860 146 101864 101705 159 838 50 120 95 internal_count=103551 103530 548 43 505 480 445 411 102982 196 102786 62 102724 860 146 101864 101705 159 838 50 120 95 cat_boundaries=0 5 cat_threshold=1073741824 0 4096 134348808 2148007968 is_linear=0 shrinkage=0.01 Tree=569 num_leaves=22 num_cat=4 split_feature=22 0 13 2 7 24 1 0 1 0 26 1 16 25 24 25 26 12 6 14 0 split_gain=186004 153181 390777 353238 242441 179297 338997 328882 281482 127161 404022 103652 101000 105264 826689 310183 166552 162004 163872 150801 72388.4 threshold=550.81750000000011 468.26850000000007 307.63250000000005 348.16250000000008 607.15100000000018 0 285.3250000000001 1077.3535000000002 191.05350000000001 438.09750000000008 2022.5000000000002 511.57525000000004 1373.8950000000002 1 2 3 2022.5000000000002 545.35800000000017 303.53610000000003 766.49265000000003 538.27200000000016 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 9 1 9 2 2 2 2 2 left_child=1 9 4 -4 5 7 8 20 -7 12 -11 -8 13 14 16 -16 -1 19 -19 -15 -3 right_child=-2 2 3 -5 -6 6 11 -9 -10 10 -12 -13 -14 17 15 -17 -18 18 -20 -21 -22 leaf_value=1.0578354648102162 0.94014329092843196 -0.55019576225591738 -0.23778899151345959 -2.0549309054613114 0.87016904983520504 -0.19353016397152567 -1.3413311243057251 1.2366102340698242 0.8946985836212451 1.2912538134256999 -0.30092774250051557 -0.55951440811157227 -0.69391433897472565 -0.0011316757129373523 -0.18570407491177321 0.22262316230837612 0.44243086697326767 -0.44396686765037374 0.43403699645996091 0.46317234532322205 0.11278207482962772 leaf_weight=86 21 23 23 20 25 277 28 25 26 30 34 43 21 101698 504 282 90 142 25 70 58 leaf_count=86 21 23 23 20 25 277 28 25 26 30 34 43 21 101698 504 282 90 142 25 70 58 internal_value=0 -0.00108715 -0.167835 -1.08297 -0.0899124 -0.139917 -0.239485 0.213811 -0.100151 -0.00019983 0.445407 -0.867836 -0.000476933 -0.000335411 0.103237 -0.0382487 0.703186 -0.00132286 -0.312529 -0.000812309 -0.0754709 internal_weight=0 103530 548 43 505 480 374 106 303 102982 64 71 102918 102897 962 786 176 101935 167 101768 81 internal_count=103551 103530 548 43 505 480 374 106 303 102982 64 71 102918 102897 962 786 176 101935 167 101768 81 cat_boundaries=0 1 6 7 12 cat_threshold=1282 1073742080 0 4096 138543368 2148007968 68 0 0 0 131328 2148007968 is_linear=0 shrinkage=0.01 Tree=570 num_leaves=18 num_cat=2 split_feature=22 25 4 0 3 25 7 8 12 19 14 3 3 1 16 26 4 split_gain=247362 220433 151194 269202 119131 95968 165356 179928 135868 131846 188678 100725 92745.6 83094.6 60453.1 34888.1 1308.92 threshold=550.81750000000011 0 1086.5100000000002 186.66000000000003 130.1901 1 769.5200000000001 372.84853050000009 1040.4400000000003 523.93700000000013 873.74500000000012 143.73850000000002 1077.3535000000002 670.0675 86.455000000000027 2022.5000000000002 1468.3681000000001 decision_type=2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 15 5 4 16 6 9 11 12 10 -3 -8 13 -7 -11 -1 -4 right_child=-2 2 3 -5 -6 8 7 -9 -10 14 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.56836935637039798 -0.90730638074874881 0.022122363329292155 0.41287126137660102 1.4297127356529236 -0.53647897100448616 -0.0035190154503894617 -0.40121100841869012 -1.2370370082855224 0.78189703464508054 0.9841958820819855 -0.64096060287120737 0.39939828699285335 -0.54232571512460714 -0.29944055452472285 0.20667991542816161 -0.25150569551111457 0.31666000950721002 leaf_weight=70 30 21107 26 20 20 81862 55 20 22 20 43 22 32 95 20 69 31 leaf_count=70 30 21107 26 20 20 81862 55 20 22 20 43 22 32 95 20 69 31 internal_value=0 0.000867108 0.00142077 0.396039 0.127552 0.00105035 0.019964 -0.391965 -0.00386088 0.021859 0.0207743 -0.172465 -0.00407219 -0.00386203 0.595438 -0.383488 0.360546 internal_weight=0 103534 103395 97 77 103298 21287 97 82011 21190 21150 77 81989 81957 40 139 57 internal_count=103564 103534 103395 97 77 103298 21287 97 82011 21190 21150 77 81989 81957 40 139 57 cat_boundaries=0 4 10 cat_threshold=0 0 0 131072 1410630016 2147614880 590378 137363752 2281701424 4481 is_linear=0 shrinkage=0.01 Tree=571 num_leaves=19 num_cat=2 split_feature=22 25 4 13 8 8 14 17 25 7 3 2 2 6 12 4 3 26 split_gain=242440 216046 148185 94037 168432 146872 162746 115192 106388 174319 276326 130072 124409 108480 107531 85228.6 70415.8 34193.8 threshold=550.81750000000011 0 1086.5100000000002 393.36000000000007 395.78950000000003 132.78900000000002 464.33100000000007 119.295 1 769.5200000000001 888.10000000000014 505.12500000000006 50.651000000000003 166.61000000000004 1040.4400000000003 1468.3681000000001 54.445500000000003 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 17 3 8 5 6 -5 -7 9 10 -3 14 -11 -13 -10 16 -4 -1 right_child=-2 2 15 4 -6 7 -8 -9 11 12 -12 13 -14 -15 -16 -17 -18 -19 leaf_value=-0.56268565092501899 -0.89823331403732298 0.021157425293347937 0.33924860514127292 -0.10772434628528098 -0.83713533487390068 -0.014315533225352948 -1.0123652950200168 0.99514190575480455 -0.0032053791703321828 -0.14049328989452786 0.60636078846307451 -0.18791727524875795 -0.93529168559658915 -0.97226921176910397 0.7301333783864975 0.098699358531406947 1.1079498672485353 -0.24899064239060534 leaf_weight=70 30 20942 26 207 34 26 22 20 81692 54 81 149 31 20 20 49 22 69 leaf_count=70 30 20942 26 207 34 26 22 20 81692 54 81 149 31 20 20 49 22 69 internal_value=0 0.000858437 0.00140656 0.00103985 -0.173149 -0.0910558 -0.194633 0.424579 0.00156247 0.0215746 0.0234122 -0.00359864 -0.430361 -0.28074 -0.00302589 0.392079 0.69157 -0.379653 internal_weight=0 103534 103395 103298 309 275 229 46 102989 21108 21023 81881 85 169 81712 97 48 139 internal_count=103564 103534 103395 103298 309 275 229 46 102989 21108 21023 81881 85 169 81712 97 48 139 cat_boundaries=0 4 10 cat_threshold=0 0 0 131072 1410630016 2147614880 590378 137363752 2281701424 4481 is_linear=0 shrinkage=0.01 Tree=572 num_leaves=14 num_cat=2 split_feature=22 25 5 6 7 14 10 14 25 1 5 15 26 split_gain=237615 211747 179154 1.31824e+06 172091 129827 271253 186803 107344 57078.5 54023.4 51310 33513.4 threshold=550.81750000000011 0 1062.3775000000003 212.67444500000002 1449.0631000000001 873.74500000000012 147.42100000000002 766.49265000000003 1 36.005000000000003 1424.6500000000003 86.069675000000004 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 9 2 2 2 2 left_child=1 12 4 9 5 7 11 8 -3 10 -4 -7 -1 right_child=-2 2 3 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.55705880061217716 -0.88925098069508879 0.17254587775861768 -0.31620932762439435 2.7126277050971987 -0.63148856553920485 -0.27602408012923074 -1.3790098662603469 0.86587821249961849 0.00075018634306287229 -0.61704569599845194 0.34912281036376952 0.36230352783203124 -0.24650073521379115 leaf_weight=70 30 355 26 20 43 34 21 25 102806 22 23 20 69 leaf_count=70 30 355 26 20 43 34 21 25 102806 22 23 20 69 internal_value=0 0.000849853 0.0013925 0.4449 0.00100195 0.00126533 -0.414639 0.00156763 0.00135817 -0.193896 -0.00391057 -0.0396064 -0.375857 internal_weight=0 103534 103395 91 103304 103261 75 103186 103161 71 49 54 139 internal_count=103564 103534 103395 91 103304 103261 75 103186 103161 71 49 54 139 cat_boundaries=0 4 9 cat_threshold=0 0 0 131072 1073741824 0 0 0 2147483680 is_linear=0 shrinkage=0.01 Tree=573 num_leaves=25 num_cat=2 split_feature=25 13 0 4 0 8 8 25 7 10 2 2 2 0 5 11 17 2 1 4 26 5 4 7 split_gain=207250 189258 375204 254562 413330 193419 126569 102310 171235 166311 143927 120661 118370 126460 122286 101352 92605.6 72528.5 71482.8 35143.7 32846.4 9873.53 34726.3 2087.83 threshold=0 393.36000000000007 538.27200000000016 1086.5100000000002 111.62720550000003 522.5150000000001 165.05000000000004 1 769.5200000000001 1092.2834 1054.5000000000002 26.311000000000003 505.12500000000006 160.41850000000002 1062.3775000000003 901.21050000000014 120.825 873.74500000000012 169.65250000000003 111.55832500000001 2022.5000000000002 13.903 1468.3681000000001 1449.0631000000001 decision_type=9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=20 3 5 7 21 6 18 8 9 10 -2 23 14 17 15 -9 -8 -14 19 -3 -1 22 -5 -10 right_child=1 2 -4 4 -6 -7 16 12 11 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.55148820126056675 0.020078242656838569 -0.15281841698657261 -1.4437783670425415 0.49531117192021124 1.7994277915954591 -1.0464334847303953 0.0073028597593307503 -0.003636914769352414 -0.088590377919814167 0.73184885111722087 0.52770196429320737 -0.91120620042085654 -0.0022280619169274965 -0.95871892493704092 0.64605698289542357 0.58764669255963686 0.9202380792498589 -0.48167183964810473 -0.65018743643054255 0.24077011291797346 -0.24403572766245277 -0.0021419815583662554 -0.033461155684097958 -0.21735317850112915 leaf_weight=70 21519 178 24 27 20 22 25 81093 34 33 56 32 96 23 29 29 20 47 27 26 69 22 23 20 leaf_count=70 21519 178 24 27 20 22 25 81093 34 33 56 32 96 23 29 29 20 47 27 26 69 22 23 20 internal_value=0 0.001123 -0.240937 0.00187909 0.527666 -0.144063 -0.0721354 0.0014095 0.0206989 0.0224808 0.0213958 -0.424625 -0.00373866 -0.2705 -0.00319344 -0.00342554 0.413052 -0.159807 -0.166652 -0.102655 -0.372098 0.174398 0.252076 -0.13628 internal_weight=0 103425 322 103103 92 298 276 103011 21694 21608 21575 86 81317 166 81151 81122 45 143 231 204 139 72 50 54 internal_count=103564 103425 322 103103 92 298 276 103011 21694 21608 21575 86 81317 166 81151 81122 45 143 231 204 139 72 50 54 cat_boundaries=0 4 10 cat_threshold=0 0 0 131072 1410368384 2147614880 269025834 136315176 2281701424 4481 is_linear=0 shrinkage=0.01 Tree=574 num_leaves=12 num_cat=0 split_feature=22 5 1 7 14 10 14 12 12 15 5 split_gain=232500 174270 510424 170554 131132 259909 183156 81345.6 176975 53490.8 7634.63 threshold=550.81750000000011 1062.3775000000003 50.713000000000008 1449.0631000000001 873.74500000000012 147.42100000000002 766.49265000000003 1362.4500000000003 1040.4400000000003 86.069675000000004 1424.6500000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 4 6 9 7 8 -1 -6 -3 right_child=-2 2 -4 -5 5 -7 -8 -9 -10 -11 -12 leaf_value=0.00075443935966153838 -0.8796322514216105 1.0122633868626185 -0.74591520547866819 -0.62200970210812312 -0.28890390363761353 -1.3609161610830398 0.85685149240493774 -0.50329562067985534 0.79588089534214568 0.35939005661010742 0.7948651342391968 leaf_weight=103238 30 35 26 44 35 21 25 32 28 20 30 leaf_count=103238 30 35 26 44 35 21 25 32 28 20 30 internal_value=0 0.000835447 0.438257 0.000450642 0.000715522 -0.414514 0.00102095 0.00081382 0.000970033 -0.0531606 0.911926 internal_weight=0 103534 91 103443 103399 76 103323 103298 103266 55 65 internal_count=103564 103534 91 103443 103399 76 103323 103298 103266 55 65 is_linear=0 shrinkage=0.01 Tree=575 num_leaves=19 num_cat=5 split_feature=11 1 22 4 0 25 4 24 25 25 0 0 24 1 8 1 26 26 split_gain=163680 151676 150655 140571 318048 102541 294104 232746 928684 236318 181837 323846 169162 165491 98191.8 92902 84665.4 5766.91 threshold=1429.7025000000001 1083.8250000000003 550.81750000000011 422.08750000000003 156.17100000000002 0 1086.5100000000002 1 2 3 468.26850000000007 438.09750000000008 4 151.84586000000004 1117.4100000000001 262.14225000000005 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 9 2 1 9 9 2 2 1 2 2 2 2 2 left_child=1 2 5 4 17 6 7 8 -1 -9 11 14 13 -12 -7 -14 -8 -3 right_child=-2 3 -4 -5 -6 10 16 9 -10 -11 12 -13 15 -15 -16 -17 -18 -19 leaf_value=0.66803003558816842 0.76769706332257814 -0.45465240137917656 -0.73001280988965722 -1.1067777924310593 0.81229903682418492 0.00032877351721908167 0.26933979337865654 -0.20138091312503403 0.049437955199567507 0.01019466777843322 -0.37001406144122689 0.94880564795600042 -0.12331042629021864 -1.2815131546020506 -0.63939106702804571 0.56692185242970783 1.0654920897764317 -0.64719595963614329 leaf_weight=248 28 28 28 21 23 89962 22 554 4192 8243 98 36 104 25 24 24 34 35 leaf_count=248 28 28 28 21 23 89962 22 554 4192 8243 98 36 104 25 24 24 34 35 internal_value=0 0.00302108 0.00340976 -0.373286 -0.194177 0.00360805 0.0295272 0.02649 0.0854135 -0.00334305 -0.000211874 0.000537521 -0.268993 -0.513528 0.000158155 0.00566551 0.752718 -0.561621 internal_weight=0 103701 103594 107 86 103566 13293 13237 4440 8797 90273 90022 251 123 89986 128 56 63 internal_count=103729 103701 103594 107 86 103566 13293 13237 4440 8797 90273 90022 251 123 89986 128 56 63 cat_boundaries=0 6 7 13 18 19 cat_threshold=536903936 809648770 4864 205750304 2149072930 129 1094 0 536870912 0 131072 2147483680 1 0 536870912 4096 131104 2148007968 3618 is_linear=0 shrinkage=0.01 Tree=576 num_leaves=27 num_cat=0 split_feature=7 16 12 9 17 13 2 16 5 5 19 7 2 3 2 14 1 10 1 6 19 4 0 16 14 19 split_gain=166854 1.47063e+06 441490 371407 474028 234362 288290 145787 400019 182872 139234 173197 129098 115189 161161 110753 113968 104280 581364 120648 83511.5 58666.2 112929 57055.6 53871.7 3253.35 threshold=359.98750000000001 371.89150000000006 482.25000000000006 361.71125000000001 119.295 256.34000000000009 329.85800000000006 237.41375000000005 476.36400000000003 249.71600000000004 382.22200000000004 9.2450000000000028 43.933 296.58675000000005 182.24800000000002 873.74500000000012 1083.8250000000003 255.87150000000005 315.17050000000006 1424.6500000000003 638.01250000000016 54.009400000000007 54.445500000000003 1079.5035000000003 1358.5175000000004 461.07500000000005 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=7 2 3 4 5 6 -2 10 9 13 15 20 -5 14 23 16 17 19 -19 -1 25 22 -18 -9 -17 -12 right_child=1 -3 -4 12 -6 -7 -8 8 -10 -11 11 -13 -14 -15 -16 24 21 18 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.002276573278823251 0.096527296519771058 2.15924414396286 -1.2812996164957682 -0.12110470066467921 1.5366714370727539 -0.88478714292699634 1.0568463275011848 -0.13326298147439958 -1.3389146634510585 0.78421515394340857 0.51452837285541353 1.189654061453683 -1.0980141824291598 -0.85601658214222298 0.64732554545769316 -0.66349236763812403 -0.47548400858615308 0.053374854086446114 1.3509503832378902 0.62621905580643689 -0.28193204917703513 -0.80283984270962805 0.42168955746293069 -0.64035103797912596 -0.038615990985523568 0.34237398645152217 leaf_weight=101905 388 35 24 24 25 22 34 294 28 22 21 21 31 22 26 37 47 517 37 31 27 22 20 24 22 23 leaf_count=101905 388 35 24 24 25 22 34 294 28 22 21 21 31 22 26 37 47 517 37 31 27 22 20 24 22 23 internal_value=0 0.171894 0.0449648 0.10571 0.19688 0.121442 0.173899 0.00224221 -0.184583 -0.101281 0.00299875 0.391851 -0.671726 -0.154507 -0.109643 0.00265021 0.00289933 0.00320994 0.140036 0.00246632 0.155881 -0.354791 -0.207671 -0.171534 -0.430488 0.424539 internal_weight=0 583 548 524 469 444 422 103146 416 388 102730 92 55 366 344 102638 102579 102490 554 101936 71 89 67 318 59 44 internal_count=103729 583 548 524 469 444 422 103146 416 388 102730 92 55 366 344 102638 102579 102490 554 101936 71 89 67 318 59 44 is_linear=0 shrinkage=0.01 Tree=577 num_leaves=27 num_cat=7 split_feature=7 16 12 9 17 25 6 16 5 5 2 3 2 25 24 26 26 24 6 18 10 24 25 5 16 24 split_gain=163534 1.44137e+06 432704 364016 464595 290990 420163 142886 392059 179232 126529 112897 157954 107145 1.55745e+06 532488 151608 134772 108366 103036 109561 743906 118494 102442 55920.2 9677.15 threshold=359.98750000000001 371.89150000000006 482.25000000000006 361.71125000000001 119.295 0 228.27997500000004 237.41375000000005 476.36400000000003 249.71600000000004 43.933 296.58675000000005 182.24800000000002 1 2 2022.5000000000002 2022.5000000000002 3 1424.6500000000003 887.50750000000005 362.01900000000001 4 5 5.9694960000000004 1079.5035000000003 6 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 9 1 2 2 1 2 2 2 1 9 2 2 1 left_child=7 2 3 4 5 6 -2 13 9 11 -5 12 24 14 15 -1 25 -18 19 20 22 -22 -15 -7 -9 -16 right_child=1 -3 -4 10 -6 23 -8 8 -10 -11 -12 -13 -14 18 16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 leaf_value=1.2040945843084534 0.29922905753640566 2.1376517118726457 -1.2684866086641948 -0.11989363104104996 1.5213047027587892 -0.16993566592920176 1.9101677618026733 -0.13193035011946344 -1.3255255363668714 0.7763729191910137 -1.0870340328831827 -0.84745642228560014 0.64085230130415693 -0.096122523952898914 -0.23710814006400832 0.29094328818262599 0.23238739551178048 -0.22031695300340651 0.61328861532540158 0.67114878156910773 0.82197689493163295 -0.14375630867577369 0.002351862079561839 0.18608849980777367 -0.63394752661387122 -0.47298666457776672 leaf_weight=134 85 35 24 24 25 206 20 294 28 22 31 22 26 1227 122 122 102 150 29 23 109 238 100349 133 24 125 leaf_count=134 85 35 24 24 25 206 20 294 28 22 31 22 26 1227 122 122 102 150 29 23 109 238 100349 133 24 125 internal_value=0 0.170175 0.0445151 0.104653 0.194911 0.120227 0.553372 0.00221979 -0.182737 -0.100268 -0.665009 -0.152962 -0.108547 0.00296877 0.120874 0.740014 -0.205059 -0.0366005 0.00208376 0.0019101 0.00175908 0.179146 0.0011531 -0.0293896 -0.169818 -0.385229 internal_weight=0 583 548 524 469 444 105 103146 416 388 55 366 344 102730 755 256 499 252 101975 101946 101923 347 101576 339 318 247 internal_count=103729 583 548 524 469 444 105 103146 416 388 55 366 344 102730 755 256 499 252 101975 101946 101923 347 101576 339 318 247 cat_boundaries=0 5 11 12 13 14 19 20 cat_threshold=1048576 131584 8 33554434 8192 0 536870912 4096 131072 2147483680 1 198 1281 2370 1073741824 0 0 2097674 589824 3616 is_linear=0 shrinkage=0.01 Tree=578 num_leaves=26 num_cat=3 split_feature=7 17 24 2 0 7 2 12 6 1 22 1 2 25 24 26 26 18 6 9 0 3 7 26 1 split_gain=160280 1.05259e+06 445507 447113 300964 279613 219065 208442 199100 288299 121701 118210 115890 120662 1.40288e+06 578152 141447 128982 114558 81940.4 58088.2 34677.3 33848.1 227.972 0.306026 threshold=359.98750000000001 439.37528000000003 0 381.19000000000005 594.30750000000012 1092.2834 348.16250000000008 63.912000000000006 228.27997500000004 9.2110000000000021 550.81750000000011 1083.8250000000003 1432.0500000000002 1 2 2022.5000000000002 2022.5000000000002 887.50750000000005 1424.6500000000003 64.738000000000014 75.328920000000011 20.434918000000003 1449.0631000000001 2022.5000000000002 1449.0631000000001 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 8 5 6 7 -4 9 21 11 12 13 14 15 -1 -16 18 -15 -10 24 -2 -7 -14 -13 right_child=1 -3 4 -5 -6 22 -8 -9 19 -11 -12 20 23 17 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=1.1920536290086918 -0.10050398380384533 2.0602185433251519 0.15405800159341596 -1.6286149233037777 1.4428256411985918 -0.73984318442966623 1.2160018366354484 1.08930623849233 -0.272980930237543 0.90101193243457434 -0.68188081814692569 -0.5515992655577483 -0.52983748626708993 0.001627249487999664 -0.37053040376076335 0.24849245228937694 -0.028439130448102951 0.68060553857258388 0.65308909486841271 -1.1369572556537131 -0.043545384757422118 -0.54428768793741866 -0.21320218370510982 -0.48454123574793334 -0.55306675148010254 leaf_weight=134 109 28 203 22 22 23 27 27 21 31 26 27 20 102182 234 126 250 28 27 23 37 21 26 25 30 leaf_count=134 109 28 203 22 22 23 27 27 21 31 26 27 20 102182 234 126 250 28 27 23 37 21 26 25 30 internal_value=0 0.168473 0.073034 -0.262303 0.303845 0.231887 0.36388 0.263848 -0.128469 0.0344497 0.00219748 0.00236996 0.00269337 0.00291507 0.128954 0.707575 -0.189907 0.00198506 0.00179934 -0.724605 -0.352089 -0.172192 -0.460401 -0.504673 -0.552372 internal_weight=0 583 555 227 328 306 257 230 205 161 103146 103120 103026 102981 744 260 484 102237 102209 44 94 130 49 45 57 internal_count=103729 583 555 227 328 306 257 230 205 161 103146 103120 103026 102981 744 260 484 102237 102209 44 94 130 49 45 57 cat_boundaries=0 1 7 8 cat_threshold=2254 0 536870912 4096 131072 2147483680 1 198 is_linear=0 shrinkage=0.01 Tree=579 num_leaves=16 num_cat=1 split_feature=11 22 1 4 25 4 7 7 9 8 14 26 7 26 1 split_gain=159893 145737 143649 137998 98885.1 283756 223474 181256 159174 100288 99874.3 82993.9 74406.7 66681.5 23712.6 threshold=1429.7025000000001 550.81750000000011 1083.8250000000003 422.08750000000003 0 1086.5100000000002 769.5200000000001 419.53500000000003 8.0975000000000019 1117.4100000000001 873.74500000000012 2022.5000000000002 391.72750000000002 2022.5000000000002 1449.0631000000001 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 13 5 6 7 -1 -8 10 12 -7 -6 -4 -15 right_child=-2 -3 3 -5 9 11 8 -9 -10 -11 -12 -13 -14 14 -16 leaf_value=0.025567296778136517 0.75867425718743886 -0.71845550673348568 0.12002078643211953 -1.0898710818517776 -0.00037013794744303617 0.26069464770230377 -0.22832681218131645 0.40818431777954106 -1.2205275225639343 -0.62125876353337217 -0.53418528857188563 1.0489490796537961 0.17378309402039382 -0.22860391654968262 -0.67875369167802002 leaf_weight=13029 28 28 39 21 89966 22 61 125 22 26 35 34 246 25 22 leaf_count=13029 28 28 39 21 89966 22 61 125 22 26 35 34 246 25 22 internal_value=0 0.00289669 0.00309152 -0.363123 0.00346987 0.0289228 0.0259394 0.0292032 -0.49132 -0.00028132 -0.000102449 0.739278 0.000104762 -0.185661 -0.439312 internal_weight=0 103701 103673 107 103566 13293 13237 13154 83 90273 90247 56 90212 86 47 internal_count=103729 103701 103673 107 103566 13293 13237 13154 83 90273 90247 56 90212 86 47 cat_boundaries=0 6 cat_threshold=536903936 809648770 4864 205750304 2149072930 129 is_linear=0 shrinkage=0.01 Tree=580 num_leaves=24 num_cat=3 split_feature=16 13 22 4 25 8 24 5 15 7 1 8 4 10 4 25 10 12 1 11 1 5 11 split_gain=245246 172922 386914 311934 156513 296053 336945 1.08714e+06 570831 284949 194050 132888 776537 145210 131784 125824 108918 91148.2 77801.1 58790.3 55272.9 84939.3 53958.5 threshold=1079.5035000000003 393.36000000000007 550.81750000000011 553.21400000000006 0 20.706000000000007 1 543.52500000000009 53.102499999999999 91.472000000000023 414.53600000000012 522.5150000000001 214.30459450000004 1092.2834 276.21600000000007 2 245.27500000000003 333.75500000000005 159.97720000000004 245.62500000000003 45.363300000000002 96.211500000000015 23.808000000000003 decision_type=2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 4 17 5 6 7 -1 -8 10 -7 13 16 15 -11 -6 -13 19 -19 20 21 -3 -22 right_child=-2 3 -4 -5 11 9 8 -9 -10 14 -12 12 -14 -15 -16 -17 -18 18 -20 -21 22 -23 -24 leaf_value=0.19110831555371696 0.85004056369557102 -0.1333898847308948 1.3585445422217959 -1.354362796700519 -0.16579232425199586 -0.25115509239853595 -0.02179654252956946 2.4336484042080966 0.95550823553915953 -0.012977038694702032 -1.0937939945856732 0.05885229908077922 1.5647711818927044 0.6331875326898363 0.56661487947617262 -0.0012613757767321193 -0.72646473598480232 -0.20236653051773709 -0.99597756045205266 0.39522960510253913 -0.11285030121052707 0.46159049987792972 -0.78001733519814243 leaf_weight=1243 34 139 21 23 457 307 1658 22 62 131 30 151 37 36 56 98904 20 30 21 25 27 29 22 leaf_count=1243 34 139 21 23 457 307 1658 22 62 131 30 151 37 36 56 98904 20 30 21 25 27 29 22 internal_value=0 0.00059999 0.00131564 -0.23297 0.00103923 0.0665822 0.105257 0.228304 0.0133542 -0.152458 -0.326167 -0.00127635 0.251221 -0.00180486 0.160591 -0.00203493 -0.0329976 -0.144943 -0.529148 -0.0639738 -0.116877 -0.0306849 -0.412395 internal_weight=0 103451 103135 316 103114 3509 2985 1265 1720 524 337 99605 208 99397 187 99361 171 293 51 242 217 168 49 internal_count=103485 103451 103135 316 103114 3509 2985 1265 1720 524 337 99605 208 99397 187 99361 171 293 51 242 217 168 49 cat_boundaries=0 5 6 12 cat_threshold=1073774848 4194304 2 134356994 2147483648 1356 0 0 4096 8 16416 1 is_linear=0 shrinkage=0.01 Tree=581 num_leaves=21 num_cat=3 split_feature=16 13 22 0 12 25 24 0 0 10 2 10 2 2 24 11 1 3 9 6 split_gain=240366 169481 379214 319521 171798 153399 275560 275808 277020 263807 250184 110491 109830 176057 63424 146164 107288 42495.6 21965.9 16399.8 threshold=1079.5035000000003 393.36000000000007 550.81750000000011 538.27200000000016 607.84575000000007 0 1 658.11750000000018 507.61050000000006 522.5150000000001 35.997000000000007 1092.2834 1432.0500000000002 1054.5000000000002 2 245.62500000000003 198.78000000000003 79.668750000000017 164.56250000000003 47.004650000000005 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 5 4 14 6 7 8 -1 10 -8 12 13 -7 17 16 -16 19 -11 -3 right_child=-2 3 -4 -5 -6 11 9 -9 -10 18 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 leaf_value=-0.088093181848163893 0.84154016256332398 -0.25225775632701936 1.3449590537661598 -1.3930746841430663 -0.99363592001186174 -0.0015447175608329956 0.082782589273357132 -1.1697369849163552 1.1030231323242188 -0.88065983598882502 0.33420408715457639 0.52420398795604706 -0.56155418368748256 0.66202130508422852 0.053121548843383791 0.85625049829483035 -0.73572085575759416 -0.64561162501573566 -0.42850424675714399 0.066222548918290575 leaf_weight=823 34 61 21 22 22 99490 2113 23 20 22 487 40 35 40 125 20 20 24 21 22 leaf_count=823 34 61 21 22 22 99490 2113 23 20 22 487 40 35 40 125 20 20 24 21 22 internal_value=0 0.000593829 0.00130232 -0.23064 -0.143655 0.00102867 0.0659164 -0.0882924 -0.0598342 0.116586 0.129876 -0.00126376 -0.00147499 -0.00127804 -0.0749071 0.0517188 -0.0556843 -0.2515 -0.65984 -0.167841 internal_weight=0 103451 103135 316 294 103114 3509 866 843 2643 2600 99605 99565 99530 272 165 145 107 43 83 internal_count=103485 103451 103135 316 294 103114 3509 866 843 2643 2600 99605 99565 99530 272 165 145 107 43 83 cat_boundaries=0 5 6 7 cat_threshold=1073774848 4194304 2 134356994 2147483648 2178 120 is_linear=0 shrinkage=0.01 Tree=582 num_leaves=17 num_cat=1 split_feature=16 13 22 0 12 25 10 14 14 10 2 2 15 4 5 2 split_gain=235583 166108 371668 313162 168380 150347 234671 242627 241199 108292 107644 172554 67628.8 100959 56512.4 41199.2 threshold=1079.5035000000003 393.36000000000007 550.81750000000011 538.27200000000016 607.84575000000007 0 553.80150000000015 650.34950000000015 206.37500000000003 1092.2834 1432.0500000000002 1054.5000000000002 245.62500000000003 288.16557150000006 284.54000000000008 100.79320000000003 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 12 6 7 8 -1 10 11 -7 13 14 -3 -8 right_child=-2 3 -4 -5 -6 9 15 -9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.081072758087460298 0.83312475057209245 -0.12156520755446737 1.3315094502766929 -1.3791439229791815 -0.98369955585761504 -0.0015292703270733282 -0.82386850744485862 1.1737052726745605 -0.51619243663290271 0.51896191406250003 -0.55593864413670135 0.65540107345581056 0.35019120664307563 -0.81286300802230838 0.43607269957661632 -0.24529833804443477 leaf_weight=3368 34 199 21 22 22 99490 32 20 69 40 35 40 33 20 20 20 leaf_count=3368 34 199 21 22 22 99490 32 20 69 40 35 40 33 20 20 20 internal_value=0 0.00058789 0.00128929 -0.228334 -0.142219 0.00101838 0.0652572 0.0754729 0.0690823 -0.00125112 -0.00146024 -0.00126526 -0.074158 -0.13275 -0.0706394 -0.601342 internal_weight=0 103451 103135 316 294 103114 3509 3457 3437 99605 99565 99530 272 239 219 52 internal_count=103485 103451 103135 316 294 103114 3509 3457 3437 99605 99565 99530 272 239 219 52 cat_boundaries=0 5 cat_threshold=1073774848 4194304 2 134356994 2147483648 is_linear=0 shrinkage=0.01 Tree=583 num_leaves=23 num_cat=5 split_feature=16 13 22 0 25 8 24 5 15 8 8 8 4 1 25 5 5 24 0 1 15 24 split_gain=230894 162802 364271 306930 147355 289649 327592 1.06486e+06 559316 135603 141101 130207 760801 130120 128501 117486 254540 85892.8 80684 77394.4 69665.2 46266.9 threshold=1079.5035000000003 393.36000000000007 550.81750000000011 538.27200000000016 0 20.706000000000007 1 543.52500000000009 53.102499999999999 522.5150000000001 194.07550000000001 522.5150000000001 214.30459450000004 211.31080500000004 2 23.866500000000006 123.21700000000001 3 285.35875000000004 159.97720000000004 10.547500000000001 4 decision_type=2 2 2 2 9 2 1 2 2 2 2 2 2 2 9 2 2 1 2 2 2 1 left_child=1 2 4 9 5 6 7 -1 -8 10 13 14 20 21 18 19 -17 -16 -6 -7 -13 -3 right_child=-2 3 -4 -5 11 15 8 -9 -10 -11 -12 12 -14 -15 17 16 -18 -19 -20 -21 -22 -23 leaf_value=0.1873548917835601 0.82479353459442362 -0.21935694523547825 1.3181943421136766 -1.3653524936329233 -0.14223418224373821 -0.21663259336228172 -0.022551595185792347 2.4068020751259547 0.9448457383340404 -0.93571219533681871 0.50070847097370363 -0.10608249986408563 1.5488714179477177 -0.78671087789535521 -0.021790507791020972 0.50375143899339925 -0.20543964761856831 0.0031919793601495523 -0.79169492340087888 -0.66440076164577322 0.52197940027713774 0.069320331174030636 leaf_weight=1243 34 104 21 22 439 240 1658 22 62 20 36 151 37 30 16510 73 165 82428 20 46 20 104 leaf_count=1243 34 104 21 22 439 240 1658 22 62 20 36 151 37 30 16510 73 165 82428 20 46 20 104 internal_value=0 0.000582012 0.0012764 -0.226051 0.0010082 0.0646046 0.102855 0.224182 0.0122485 -0.140797 -0.0827737 -0.00123861 0.248699 -0.171032 -0.00176176 -0.152057 0.0120853 -0.000978684 -0.166897 -0.288651 -0.032625 -0.0822316 internal_weight=0 103451 103135 316 103114 3509 2985 1265 1720 294 274 99605 208 238 99397 524 238 98938 459 286 171 208 internal_count=103485 103451 103135 316 103114 3509 2985 1265 1720 294 274 99605 208 238 99397 524 238 98938 459 286 171 208 cat_boundaries=0 5 6 12 13 14 cat_threshold=1073774848 4194304 2 134356994 2147483648 1356 0 0 4096 8 16416 1 136 376 is_linear=0 shrinkage=0.01 Tree=584 num_leaves=26 num_cat=5 split_feature=13 6 22 11 0 25 24 12 2 2 25 3 5 5 2 4 0 25 10 9 24 5 12 11 26 split_gain=145276 403656 356908 171152 195406 146462 304168 459764 453249 2.45026e+06 599590 212411 195711 356446 137810 137335 425878 135272 111208 98099.6 79296.2 73427.3 230158 23074.3 22225.8 threshold=419.83380000000005 550.73124000000007 550.81750000000011 362.00600000000003 413.40725000000003 0 1 422.00100000000003 23.808250000000005 62.172000000000004 2 670.0675 79.530000000000015 24.280500000000004 436.65050000000002 1086.5100000000002 10.050250000000004 3 1092.2834 361.71125000000001 4 83.305000000000021 4.5930000000000009 5.0484660000000012 2022.5000000000002 decision_type=2 2 2 2 2 9 1 2 2 2 9 2 2 2 2 2 2 9 2 2 1 2 2 2 2 left_child=2 3 5 4 19 6 7 8 10 -10 -1 12 13 -8 -14 17 -17 24 20 21 -19 23 -23 -2 -7 right_child=1 -3 -4 -5 -6 15 11 -9 9 -11 -12 -13 14 -15 -16 16 -18 18 -20 -21 -22 22 -24 -25 -26 leaf_value=0.68277302677782492 -0.092092014255523685 -1.4114975267190202 1.3050124322800409 0.55665787570616776 -1.0997177027843215 -0.51573134370283646 0.012815510286566091 1.5021778810941258 2.6525673413806494 0.018351016858728923 -0.013968693198382794 -0.73432348055717267 -0.15067816488291499 0.61484979734258749 -0.79104489783445997 -0.10258744830176944 1.670373071193695 -0.021250688561925381 0.55463787025875522 -0.75673758086704068 0.0027424520462682551 1.1086794424057007 -0.37353443747217008 -0.45792142534255981 -0.22442009134292604 leaf_weight=132 125 26 21 34 22 55 2176 26 45 164 953 39 243 103 39 42 20 16524 36 21 82527 20 22 20 50 leaf_count=132 125 26 21 34 22 55 2176 26 45 164 953 39 243 103 39 42 20 16524 36 21 82527 20 22 20 50 internal_value=0 -0.222662 0.00147221 -0.10558 -0.203476 0.00120689 0.0610803 0.184161 0.159101 0.585527 0.0769603 -0.00187283 0.00927393 0.0400246 -0.23924 -0.00116382 0.469335 -0.00145802 -0.00105995 -0.108681 -0.00126203 -0.0359043 0.332282 -0.142551 -0.344228 internal_weight=0 290 103195 264 230 103174 3920 1320 1294 209 1085 2600 2561 2279 282 99254 62 99192 99087 208 99051 187 42 145 105 internal_count=103485 290 103195 264 230 103174 3920 1320 1294 209 1085 2600 2561 2279 282 99254 62 99192 99087 208 99051 187 42 145 105 cat_boundaries=0 5 6 11 16 17 cat_threshold=1073774848 4194304 2 134357026 2148008962 1100 1073741824 0 0 131072 2147483648 0 0 4096 8 32 136 is_linear=0 shrinkage=0.01 Tree=585 num_leaves=17 num_cat=4 split_feature=25 24 11 22 0 2 4 25 4 14 2 26 24 26 26 26 split_gain=367453 190430 186256 173916 173745 151355 180793 111807 238710 223812 107794 41461.6 39803.9 31506 3295.39 87.324 threshold=0 1 1429.7025000000001 550.81750000000011 1438.4900000000002 1054.5000000000002 46.622500000000009 2 1468.3681000000001 766.49265000000003 1432.0500000000002 2022.5000000000002 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 2 9 2 2 2 2 1 2 2 2 left_child=1 11 3 4 5 7 10 9 -9 -2 -7 -1 15 -6 -14 -3 right_child=2 12 -4 -5 13 6 -8 8 -10 -11 -12 -13 14 -15 -16 -17 leaf_value=0.25384936596030622 -0.047102855093937163 -0.5735094496607781 0.82981716261969662 -0.81861925308520977 -0.32637252289315932 -1.0314993203313727 0.31242381858825685 0.002278394652941048 0.97956323928833 0.9011424537658691 -0.20511951835067183 -0.10806982897718748 -0.31661249837454625 -0.8344666917507465 -0.24712530556386406 -0.58996509669377251 leaf_weight=67 5705 64 27 26 23 38 25 97038 25 25 27 60 136 26 137 65 leaf_count=67 5705 64 27 26 23 38 25 97038 25 25 27 60 136 26 137 65 internal_value=0 -0.262419 -0.000637115 -0.000854957 -0.000648395 -0.00036486 -0.410273 -5.96622e-06 0.00252985 -0.0428908 -0.688234 0.0768155 -0.368854 -0.595974 -0.271786 -0.539945 internal_weight=0 529 102985 102958 102932 102883 90 102793 97063 5730 65 127 402 49 273 129 internal_count=103514 529 102985 102958 102932 102883 90 102793 97063 5730 65 127 402 49 273 129 cat_boundaries=0 5 6 11 12 cat_threshold=1073741824 0 0 131328 32 3328 2282782720 51328 138416144 271599616 1024 11 is_linear=0 shrinkage=0.01 Tree=586 num_leaves=18 num_cat=4 split_feature=25 24 0 2 9 2 0 22 25 0 5 2 1 26 24 26 26 split_gain=360141 186640 170293 163235 381230 188976 584722 154377 114238 213505 159338 113171 53240.5 40636.5 39011.8 3229.81 85.5863 threshold=0 1 1438.4900000000002 1054.5000000000002 120.35750000000003 873.74500000000012 2.8222380000000005 550.81750000000011 2 297.71250000000003 368.28750000000008 1432.0500000000002 7.8769000000000009 2022.5000000000002 3 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 left_child=1 13 3 5 11 7 -7 8 9 -2 -10 -5 -4 -1 16 -16 -3 right_child=2 14 12 4 -6 6 -8 -9 10 -11 -12 -13 -14 -15 15 -17 -18 leaf_value=0.25131085271265968 -0.029560095297756668 -0.56777435362339024 -0.29246897361896657 -1.1356717192499262 0.79999444484710691 -0.48167856914656504 1.5119352527395373 -0.78601835899353034 0.0015565313366759416 -0.3008077915167654 0.20592548862916682 -0.34152338427655837 -0.95518237948417661 -0.10698913704355559 -0.31344637181171597 -0.24465405806355234 -0.58406545081505412 leaf_weight=67 5017 64 27 38 20 28 31 25 97052 308 383 34 22 60 136 137 65 leaf_count=67 5017 64 27 38 20 28 31 25 97052 308 383 34 22 60 136 137 65 internal_value=0 -0.259795 -0.000630744 -0.000350244 -0.421385 2.63961e-05 0.565813 -0.000298373 -0.000107219 -0.0451643 0.00235963 -0.760657 -0.590014 0.0760473 -0.365165 -0.269068 -0.534545 internal_weight=0 529 102985 102936 92 102844 59 102785 102760 5325 97435 72 49 127 402 273 129 internal_count=103514 529 102985 102936 92 102844 59 102785 102760 5325 97435 72 49 127 402 273 129 cat_boundaries=0 5 6 11 12 cat_threshold=1073741824 0 0 131328 32 3328 1081344 49280 134221840 271583232 1024 11 is_linear=0 shrinkage=0.01 Tree=587 num_leaves=18 num_cat=3 split_feature=25 24 11 0 2 9 2 13 8 6 14 16 1 26 24 26 26 split_gain=352974 182926 182436 166781 155006 372266 112990 112763 406188 128391 150465 123435 52181 39827.8 38235.4 3165.53 83.8831 threshold=0 1 1429.7025000000001 1438.4900000000002 1054.5000000000002 120.35750000000003 1432.0500000000002 442.39000000000004 522.5150000000001 1424.6500000000003 766.49265000000003 52.529249999999998 7.8769000000000009 2022.5000000000002 2 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=1 13 3 4 7 6 -6 9 11 10 -2 -9 -5 -1 16 -16 -3 right_child=2 14 -4 12 5 -7 -8 8 -10 -11 -12 -13 -14 -15 15 -17 -18 leaf_value=0.24879773342787331 -0.00019784308555399085 -0.56209660947322848 0.82127043264883537 -0.28954427630813034 -1.1243150081132587 0.79199446821212771 -0.32447942748214259 0.051402613449750875 -1.5444875655855452 0.6898040192215531 0.44491720251739025 -0.48196037758204896 -0.94563053423708143 -0.10591925660272439 -0.31031191023724047 -0.24220751554644021 -0.57822479424109818 leaf_weight=67 102471 64 27 27 38 20 33 164 21 27 76 59 22 60 136 137 65 leaf_count=67 102471 64 27 27 38 20 33 164 21 27 76 59 22 60 136 137 65 internal_value=0 -0.257197 -0.000624436 -0.000840033 -0.000562308 -0.413098 -0.75256 -0.00019719 -0.214918 0.000313581 0.000132042 -0.0897114 -0.584114 0.0752868 -0.361514 -0.266378 -0.5292 internal_weight=0 529 102985 102958 102909 91 71 102818 244 102574 102547 223 49 127 402 273 129 internal_count=103514 529 102985 102958 102909 91 71 102818 244 102574 102547 223 49 127 402 273 129 cat_boundaries=0 5 6 7 cat_threshold=1073741824 0 0 131328 32 3328 11 is_linear=0 shrinkage=0.01 Tree=588 num_leaves=19 num_cat=5 split_feature=25 24 11 0 2 9 25 14 14 5 24 8 2 1 26 24 26 26 split_gain=345950 179286 178805 163462 151921 364858 112566 219849 211691 122940 576533 154244 110742 51142.6 39035.2 37474.6 3102.54 82.2137 threshold=0 1 1429.7025000000001 1438.4900000000002 1054.5000000000002 120.35750000000003 2 766.49265000000003 153.91890000000004 368.28750000000008 3 1117.4100000000001 1432.0500000000002 7.8769000000000009 2022.5000000000002 4 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 9 2 2 2 1 2 2 2 2 1 2 2 left_child=1 14 3 4 6 12 7 8 -2 11 -11 -8 -6 -5 -1 17 -17 -3 right_child=2 15 -4 13 5 -7 9 -9 -10 10 -12 -13 -14 -15 -16 16 -18 -19 leaf_value=0.24630974602343433 -0.036490915483824701 -0.55647565275430677 0.81305772286874278 -0.28664883896156595 -1.1130718495971279 0.78407452678680412 0.0012634813417791318 0.89060016326904301 -0.35899167301449575 0.73300274512899211 -0.084122565459179621 0.5624601121824615 -0.32123460957498262 -0.9361742675846273 -0.10486005713045597 -0.3072088027175735 -0.23978543638530439 -0.57244254479041468 leaf_weight=67 5098 64 27 27 38 20 97048 25 212 117 269 49 33 22 60 136 137 65 leaf_count=67 5098 64 27 27 38 20 97048 25 212 117 269 49 33 22 60 136 137 65 internal_value=0 -0.254625 -0.000618192 -0.000831632 -0.000556685 -0.408967 -0.000195218 -0.0448778 -0.0493667 0.00225452 0.180366 0.00154669 -0.745035 -0.578273 0.0745339 -0.357899 -0.263714 -0.523908 internal_weight=0 529 102985 102958 102909 91 102818 5335 5310 97483 386 97097 71 49 127 402 273 129 internal_count=103514 529 102985 102958 102909 91 102818 5335 5310 97483 386 97097 71 49 127 402 273 129 cat_boundaries=0 5 6 11 12 13 cat_threshold=1073741824 0 0 131328 32 3328 1081344 49280 134221840 271583232 1024 2624 11 is_linear=0 shrinkage=0.01 Tree=589 num_leaves=17 num_cat=4 split_feature=25 24 11 22 0 2 4 25 4 0 2 26 24 26 26 26 split_gain=339067 175718 175247 167618 160324 139110 171469 106023 233100 220434 100225 38258.4 36728.8 30814.4 3040.8 80.5777 threshold=0 1 1429.7025000000001 550.81750000000011 1438.4900000000002 1054.5000000000002 46.622500000000009 2 1468.3681000000001 316.39255000000009 1432.0500000000002 2022.5000000000002 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 2 9 2 2 2 2 1 2 2 2 left_child=1 11 3 4 5 7 10 9 -9 -2 -7 -1 15 -6 -14 -3 right_child=2 12 -4 -5 13 6 -8 8 -10 -11 -12 -13 14 -15 -16 -17 leaf_value=0.24384669380401497 -0.023037764052966467 -0.55091089472174648 0.80492717681107695 -0.8036429893053495 -0.30586428725201154 -0.99501836324992943 0.31049041652679443 0.002993072355496838 0.96873129806518554 -0.29713466781004033 -0.19817860885902686 -0.1038114526818196 -0.30413671282065269 -0.80835080862045294 -0.23738757987962153 -0.56671811764056867 leaf_weight=67 9267 64 27 26 23 38 25 93198 25 303 27 60 136 26 137 65 leaf_count=67 9267 64 27 26 23 38 25 93198 25 303 27 60 136 26 137 65 internal_value=0 -0.252079 -0.00061138 -0.000822686 -0.000619898 -0.000347534 -0.393325 -3.46448e-06 0.00325171 -0.031683 -0.664023 0.0737886 -0.35432 -0.57249 -0.261077 -0.518669 internal_weight=0 529 102985 102958 102932 102883 90 102793 93223 9570 65 127 402 49 273 129 internal_count=103514 529 102985 102958 102932 102883 90 102793 93223 9570 65 127 402 49 273 129 cat_boundaries=0 5 6 12 13 cat_threshold=1073741824 0 0 131328 32 3328 2282782786 134342784 172233744 1345349632 2098304 48 11 is_linear=0 shrinkage=0.01 Tree=590 num_leaves=25 num_cat=4 split_feature=10 26 22 24 1 25 2 26 21 3 5 24 15 14 2 1 18 2 25 3 3 10 10 10 split_gain=165572 493621 286949 286585 314288 138941 341060 624056 248126 212480 210169 413852 188440 137593 244411 92529 106278 70438.7 69157.8 40761.7 39981.9 36805.6 9416.22 5631.08 threshold=522.5150000000001 2022.5000000000002 550.81750000000011 0 297.44000000000005 1 1054.5000000000002 2022.5000000000002 341.75500000000005 1077.3535000000002 169.65250000000003 2 65.05725000000001 153.91890000000004 81.389000000000024 1449.0631000000001 887.50750000000005 11.223500000000003 3 1439.8675000000001 7.8873450000000007 671.22124000000008 897.08550000000014 786.71250000000009 decision_type=2 2 2 1 2 9 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 left_child=2 -2 5 13 17 6 8 -8 10 15 12 -12 -1 14 20 16 18 21 -7 -11 23 -5 -23 -3 right_child=1 3 -4 4 -6 9 7 -9 -10 19 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 leaf_value=0.033148020398947868 1.1265245608488719 -0.098025753157479426 1.142678339698098 0.015429781013064914 -1.6013869197906987 -0.026898563616814197 2.1129798819802024 -0.21872622683644294 1.0705750614663829 -0.39372326672077179 0.32408887125792041 -0.35620778894705757 0.30297227571184715 -0.74831789398193371 1.0165741299629212 0.67731996685266493 0.66243318319320676 -0.840290617197752 -3.1442795104345395e-06 -0.94563350262849233 -0.4723135968913203 -0.61433646178245549 -0.31765274006387462 0.11405784806897563 leaf_weight=8457 24 21 22 27 31 10796 22 24 23 32 114 329 267 20 25 20 24 32 82964 23 23 20 23 31 leaf_count=8457 24 21 22 27 31 10796 22 24 23 32 114 329 267 20 25 20 24 32 82964 23 23 20 23 31 internal_value=0 -0.244079 0.000735345 -0.374096 -0.66929 0.00049166 0.0374776 0.896438 0.033219 -0.00315153 0.0306162 -0.181868 0.0414061 0.0081695 0.160284 -0.00278754 -0.00293257 -0.451622 -0.00310289 -0.624522 -0.125146 -0.273945 -0.455645 0.0284087 internal_weight=0 277 103117 253 133 103095 9236 46 9190 93859 9167 443 8724 120 100 93804 93784 102 93760 55 75 70 43 52 internal_count=103394 277 103117 253 133 103095 9236 46 9190 93859 9167 443 8724 120 100 93804 93784 102 93760 55 75 70 43 52 cat_boundaries=0 1 7 8 14 cat_threshold=739 1141932288 536871040 4482 202506506 2149056528 129 1088 2281701570 129058 538183176 3227533344 169951232 48 is_linear=0 shrinkage=0.01 Tree=591 num_leaves=27 num_cat=3 split_feature=10 26 24 22 0 6 10 25 21 5 24 6 3 1 5 15 6 11 1 18 8 3 8 10 10 10 split_gain=162277 483798 281963 281238 267489 169360 462802 136174 241174 257510 464604 318641 208252 207127 879466 186505 169108 122088 90687.6 104163 68788.1 39950.5 38982.2 37367.2 29017.6 24792.2 threshold=522.5150000000001 2022.5000000000002 0 550.81750000000011 48.737500000000004 80.115250000000017 786.71250000000009 1 341.75500000000005 165.05000000000004 2 522.5150000000001 1077.3535000000002 383.96180000000004 13.506000000000002 66.958500000000001 550.73124000000007 162.92656050000002 1449.0631000000001 887.50750000000005 551.49600000000009 1439.8675000000001 4.4150000000000009 671.22124000000008 671.22124000000008 897.08550000000014 decision_type=2 2 1 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 4 7 22 17 -7 8 9 13 11 -11 18 15 -15 -1 -12 23 19 20 -9 -14 24 -4 -3 -25 right_child=1 2 5 -5 -6 6 -8 12 -10 10 16 -13 21 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 leaf_value=0.031308552589901631 1.1152593477567037 -0.014464866887955438 -0.45844781739371165 1.1312514920668169 -1.5117677736282349 -0.29929373787509073 1.5979601074457168 -0.0033922772926868279 1.0598693163498587 0.027773707697344063 -0.40085606352630754 1.3223266419910249 -0.38978602468967438 0.097547814849350198 1.9740424046023139 0.3135106752151276 -1.2126214800209834 -0.97032349543137986 0.67054668316245081 0.65580884655316662 0.22591866180186962 -0.9361771799170453 -0.80363014221191409 0.29240707484158601 -0.49590484296121906 -0.17714995259824007 leaf_weight=8289 24 21 21 22 35 36 20 93629 23 201 223 21 32 180 29 241 29 22 20 24 131 23 22 22 31 23 leaf_count=8289 24 21 21 22 35 36 20 93629 23 201 223 21 32 180 29 241 29 22 20 24 131 23 22 22 31 23 internal_value=0 -0.241638 -0.370355 0.000727934 -0.724946 -0.0482558 0.378297 0.000486686 0.0371025 0.0345895 -0.192417 0.143756 -0.00312004 0.0469022 0.357923 0.0392817 -0.475408 -0.325182 -0.00275969 -0.00290328 -0.00307189 -0.618277 -0.450766 -0.110135 -0.301477 0.0524113 internal_weight=0 277 253 103117 109 144 56 103095 9236 9213 474 222 93859 8739 209 8530 252 88 93804 93784 93760 55 74 66 52 45 internal_count=103394 277 253 103117 109 144 56 103095 9236 9213 474 222 93859 8739 209 8530 252 88 93804 93784 93760 55 74 66 52 45 cat_boundaries=0 1 7 8 cat_threshold=3100 1141932288 536871040 4482 202506506 2149056528 129 1368 is_linear=0 shrinkage=0.01 Tree=592 num_leaves=23 num_cat=1 split_feature=10 26 22 8 12 25 2 26 21 3 5 3 3 1 18 7 16 11 11 4 5 3 split_gain=159048 474171 275642 248463 159814 133464 333851 611663 238367 204107 201578 303047 167453 88883 102090 99095.6 66151.7 93192 136981 96862.4 85555.3 39155.5 threshold=522.5150000000001 2022.5000000000002 550.81750000000011 483.25025000000005 236.58700000000002 0 1054.5000000000002 2022.5000000000002 341.75500000000005 1077.3535000000002 169.65250000000003 764.58775000000003 543.52500000000009 1449.0631000000001 887.50750000000005 419.53500000000003 259.21600000000007 166.70600000000002 28.148500000000002 22.184000000000005 29.317305000000001 1439.8675000000001 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 16 -5 6 8 -8 10 13 12 -12 -1 14 15 -7 17 18 19 -3 -19 -11 right_child=1 3 -4 4 -6 9 7 -9 -10 21 11 -13 -14 -15 -16 -17 -18 20 -20 -21 -22 -23 leaf_value=0.045179290904829646 1.1041067322095235 -0.15577356224311026 1.1199390385367654 -0.45771876430511477 -1.7218926658630371 -0.0035542994900720623 2.0909666442871093 -0.21747121679286163 1.0492706278096076 -0.38588817059993746 -0.23500156611239376 1.0247119216918945 -0.37263985668261029 0.66384128691628574 0.64925077358881633 0.20293122608774208 0.24177469271879928 -0.24341616230010985 0.60446444034576419 -0.90624675546373634 -1.0627331687853887 -0.92681541442871096 leaf_weight=8627 24 95 22 20 20 93527 22 24 23 32 423 20 97 20 24 233 26 25 20 21 26 23 leaf_count=8627 24 95 22 20 20 93527 22 24 23 32 423 20 97 20 24 233 26 25 20 21 26 23 internal_value=0 -0.239222 0.000720655 -0.366652 -1.08981 0.000481819 0.0367315 0.886564 0.0325177 -0.00308884 0.0299666 -0.17813 0.0405337 -0.00273209 -0.00287424 -0.00304117 -0.230848 -0.296561 -0.159856 -0.291635 -0.661107 -0.612094 internal_weight=0 277 103117 253 40 103095 9236 46 9190 93859 9167 443 8724 93804 93784 93760 213 187 136 116 51 55 internal_count=103394 277 103117 253 40 103095 9236 46 9190 93859 9167 443 8724 93804 93784 93760 213 187 136 116 51 55 cat_boundaries=0 6 cat_threshold=1141932288 536871040 4482 202506506 2149056528 129 is_linear=0 shrinkage=0.01 Tree=593 num_leaves=24 num_cat=3 split_feature=10 26 24 22 0 6 10 25 2 26 21 5 24 15 1 18 7 7 2 9 7 10 10 split_gain=155883 464735 275590 270156 259235 166485 450929 130808 327207 599491 233624 197567 401174 180841 87207.5 100168 86555.1 235874 100407 77281 68127.2 23023 22206.6 threshold=522.5150000000001 2022.5000000000002 0 550.81750000000011 48.737500000000004 80.115250000000017 786.71250000000009 1 1054.5000000000002 2022.5000000000002 341.75500000000005 169.65250000000003 2 65.05725000000001 1449.0631000000001 887.50750000000005 419.53500000000003 440.98528000000005 1054.5000000000002 44.077500000000008 35.641500000000015 897.08550000000014 671.22124000000008 decision_type=2 2 1 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 4 7 20 19 -7 8 10 -10 11 13 -13 -1 15 16 18 -18 -9 21 22 -4 -3 right_child=1 2 5 -5 -6 6 -8 14 9 -11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 leaf_value=0.032038512454325555 1.0930656838417054 -0.014348690184679897 0.045248025349208292 1.1087395746057684 -1.4880811326163155 -0.29071278068754408 1.5820455813407899 -0.0036088027011939436 2.0700570626692341 -0.21529650514324505 1.0387779032665752 0.32156977287703947 -0.34807362773073813 0.29636633909373694 0.65720289731025705 0.64275826136271164 1.0489264338357109 0.072367720637681349 -0.4474381063498703 -0.76478119161393909 -0.94214701622724539 -0.34760094055762658 -0.42706468977034096 leaf_weight=8457 24 22 35 22 35 36 20 93524 22 24 23 114 329 267 20 24 28 212 51 27 20 26 32 leaf_count=8457 24 22 35 22 35 36 20 93524 22 24 23 114 329 267 20 24 28 212 51 27 20 26 32 internal_value=0 -0.236829 -0.362985 0.000713448 -0.713509 -0.0449856 0.378129 0.000477001 0.0363642 0.877699 0.0321925 0.029667 -0.176348 0.0401283 -0.00305795 -0.003199 -0.00336425 0.1863 -0.0038507 -0.319353 -0.443577 -0.122196 -0.258921 internal_weight=0 277 253 103117 109 144 56 103095 9236 46 9190 9167 443 8724 93859 93839 93815 240 93575 88 74 61 54 internal_count=103394 277 253 103117 109 144 56 103095 9236 46 9190 9167 443 8724 93859 93839 93815 240 93575 88 74 61 54 cat_boundaries=0 1 7 8 cat_threshold=3100 1141932288 536871040 4482 202506506 2149056528 129 1088 is_linear=0 shrinkage=0.01 Tree=594 num_leaves=19 num_cat=0 split_feature=10 26 14 22 13 13 3 16 3 4 14 1 17 6 3 7 1 3 split_gain=152781 455487 269743 264780 140951 184878 180716 115464 224696 126525 109763 207806 129552 225807 102880 88553.2 65993.6 5078.29 threshold=522.5150000000001 2022.5000000000002 464.33100000000007 550.81750000000011 332.25000000000006 64.038300000000007 439.23750000000007 1079.5035000000003 1077.3535000000002 255.87150000000005 766.49265000000003 56.343250000000005 264.3250000000001 303.53610000000003 670.0675 1.3755000000000004 87.268457500000025 1439.8675000000001 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 7 5 6 16 8 10 17 12 15 14 -14 -1 -12 -3 -10 right_child=1 2 -4 -5 -6 -7 -8 -9 9 -11 11 -13 13 -15 -16 -17 -18 -19 leaf_value=0.0014089379198707636 1.082135009765625 -0.33256654411554337 -1.4738500326275827 1.0976522185585715 -0.82085256212636037 0.53982003867626194 0.55140605731443926 0.6010670602321625 -0.37581224905120003 -1.1740030107044037 -0.15645225169990831 1.1945963009920988 -0.13253788125570926 -1.2307659101486206 -0.27381346085492303 0.63554023361206058 -0.94022591433354796 -0.20784584614965654 leaf_weight=102431 24 120 20 22 38 32 22 32 36 21 48 22 293 20 136 20 21 36 leaf_count=102431 24 120 20 22 38 32 22 32 36 21 48 22 293 20 136 20 21 36 internal_value=0 -0.234461 -0.359356 0.000706288 -0.263691 -0.155116 -0.291545 0.000472205 0.000285727 -0.49103 0.000729471 0.349802 0.0004241 -0.202712 0.001044 0.0764867 -0.423069 -0.291829 internal_weight=0 277 253 103117 233 195 163 103095 103063 93 102970 90 102880 313 102567 68 141 72 internal_count=103394 277 253 103117 233 195 163 103095 103063 93 102970 90 102880 313 102567 68 141 72 is_linear=0 shrinkage=0.01 Tree=595 num_leaves=10 num_cat=1 split_feature=12 12 0 1 22 11 3 1 25 split_gain=145071 279830 176025 203370 127974 171298 96062.8 314315 90251.4 threshold=1362.4500000000003 1040.4400000000003 1438.4900000000002 13.903 550.81750000000011 1429.7025000000001 73.477250000000012 765.46000000000015 0 decision_type=2 2 2 2 2 2 2 2 9 left_child=1 2 4 -4 5 6 8 -8 -1 right_child=-2 -3 3 -5 -6 -7 7 -9 -10 leaf_value=0.050710263140466401 -0.7315663388040331 1.001098222391946 -0.086547358412491657 -1.2779333544814069 0.7030692577362061 -0.74183447807065905 0.040897131920758431 0.78958733774068068 -0.001960538436202018 leaf_weight=3357 27 28 38 23 26 31 3451 57 96264 leaf_count=3357 27 28 38 23 26 31 3451 57 96264 internal_value=0 0.00153733 0.00126625 -0.535758 0.00158372 0.00140692 0.00163034 0.0530623 -0.000180759 internal_weight=0 103275 103247 61 103186 103160 103129 3508 99621 internal_count=103302 103275 103247 61 103186 103160 103129 3508 99621 cat_boundaries=0 6 cat_threshold=268435712 32898 0 206733576 2282749968 1 is_linear=0 shrinkage=0.01 Tree=596 num_leaves=10 num_cat=1 split_feature=12 12 0 1 22 11 3 1 25 split_gain=142184 274261 172522 199323 125427 167889 94151 308060 88460.5 threshold=1362.4500000000003 1040.4400000000003 1438.4900000000002 13.903 550.81750000000011 1429.7025000000001 73.477250000000012 765.46000000000015 0 decision_type=2 2 2 2 2 2 2 2 9 left_child=1 2 4 -4 5 6 8 -8 -1 right_child=-2 -3 3 -5 -6 -7 7 -9 -10 leaf_value=0.050204665399612075 -0.72425068148860217 0.99108719927924016 -0.085681883535887057 -1.2651540007798567 0.69603854399461018 -0.73441613851055021 0.040488159819364426 0.78169147207025902 -0.0019409350866821172 leaf_weight=3357 27 28 38 23 26 31 3451 57 96264 leaf_count=3357 27 28 38 23 26 31 3451 57 96264 internal_value=0 0.001522 0.00125364 -0.530401 0.00156793 0.0013929 0.00161408 0.0525317 -0.000178903 internal_weight=0 103275 103247 61 103186 103160 103129 3508 99621 internal_count=103302 103275 103247 61 103186 103160 103129 3508 99621 cat_boundaries=0 6 cat_threshold=268435712 32898 0 206733576 2282749968 1 is_linear=0 shrinkage=0.01 Tree=597 num_leaves=15 num_cat=1 split_feature=12 12 0 1 2 16 9 25 5 11 5 3 3 11 split_gain=139355 268804 169089 195356 137398 1.10438e+06 386123 461068 149717 145381 129344 352958 94810.2 21452.1 threshold=1362.4500000000003 1040.4400000000003 1438.4900000000002 13.903 362.00600000000003 332.25000000000006 303.60860000000008 0 298.26650000000006 1085.9700000000003 388.83500000000009 108.75750000000001 1077.3535000000002 1429.7025000000001 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 4 -4 9 6 7 -6 -8 10 12 -12 -1 -11 right_child=-2 -3 3 -5 5 -7 8 -9 -10 13 11 -13 -14 -15 leaf_value=0.00036442183343240629 -0.71700817655633997 0.98117636442184453 -0.084825068398525855 -1.2525024650407874 -0.35681892065152732 2.2050056695848705 -0.30085537945351948 0.28674708169674185 -1.295332664002975 -0.31129685923457145 0.013006968597295871 0.65341631458923888 -0.35770671064789233 -0.71019858803067892 leaf_weight=101882 27 28 38 23 136 25 41 476 24 26 361 113 74 28 leaf_count=101882 27 28 38 23 136 25 41 476 24 26 361 113 74 28 internal_value=0 0.00150683 0.00124115 -0.525097 0.0015523 0.140977 0.064757 0.142587 -0.668047 0.000597264 0.000870734 0.165678 0.000104533 -0.518135 internal_weight=0 103275 103247 61 103186 702 677 612 65 102484 102430 474 101956 54 internal_count=103302 103275 103247 61 103186 702 677 612 65 102484 102430 474 101956 54 cat_boundaries=0 4 cat_threshold=67108864 536887296 40 33554434 is_linear=0 shrinkage=0.01 Tree=598 num_leaves=15 num_cat=1 split_feature=12 12 0 2 16 9 25 5 11 5 11 22 11 26 split_gain=136582 263454 165724 134644 1.08242e+06 378429 452328 146738 142488 126770 214420 89870.3 21025.2 3522.01 threshold=1362.4500000000003 1040.4400000000003 1438.4900000000002 362.00600000000003 332.25000000000006 303.60860000000008 0 298.26650000000006 1085.9700000000003 388.83500000000009 3.1373300000000004 550.81750000000011 1429.7025000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 8 5 6 -5 -7 9 11 -11 -1 -10 -4 right_child=-2 -3 13 4 -6 7 -8 -9 12 10 -12 -13 -14 -15 leaf_value=0.00023824373198110874 -0.70983810826584148 0.97136460815157211 -0.61419241070747377 -0.35349513364164803 2.1829555612564087 -0.29784682541358765 0.28393861508786433 -1.2823793386419615 -0.30818388143411052 0.28439900497872184 -0.21176518960621046 -0.65401105971563422 -0.70309660907302585 -0.45864816536774505 leaf_weight=101935 27 28 24 136 25 41 476 24 26 359 115 21 28 37 leaf_count=101935 27 28 24 136 25 41 476 24 26 359 115 21 28 37 internal_value=0 0.00149169 0.00122867 0.00153671 0.139557 0.064099 0.14115 -0.661367 0.000591291 0.000862027 0.164022 0.000103487 -0.512953 -0.519846 internal_weight=0 103275 103247 103186 702 677 612 65 102484 102430 474 101956 54 61 internal_count=103302 103275 103247 103186 702 677 612 65 102484 102430 474 101956 54 61 cat_boundaries=0 4 cat_threshold=67108864 536887296 40 33554434 is_linear=0 shrinkage=0.01 Tree=599 num_leaves=15 num_cat=1 split_feature=12 12 0 1 2 16 24 0 10 11 5 10 10 11 split_gain=133864 258212 162426 191506 131946 1.06089e+06 425277 585280 240021 139653 124248 555838 117171 20606.8 threshold=1362.4500000000003 1040.4400000000003 1438.4900000000002 13.903 362.00600000000003 332.25000000000006 0 507.61050000000006 400.0485000000001 1085.9700000000003 388.83500000000009 553.80150000000015 553.80150000000015 1429.7025000000001 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 4 -4 9 6 8 -8 -6 10 12 -12 -1 -11 right_child=-2 -3 3 -5 5 -7 7 -9 -10 13 11 -13 -14 -15 leaf_value=0.00054824130370645006 -0.70273972438441379 0.96165094154221675 -0.078735408657475525 -1.2348499298095703 -0.31321486708153501 2.1611260740280152 0.15661432101052594 1.4787753950582967 0.79712303502219062 -0.30510205977238142 0.088651194146137369 1.7528472291855586 -0.25769514924084602 -0.69606564866645004 leaf_weight=101780 27 28 38 23 267 25 352 37 21 26 453 21 176 28 leaf_count=101780 27 28 38 23 267 25 352 37 21 26 453 21 176 28 internal_value=0 0.00147671 0.00121631 -0.514647 0.00152127 0.138151 0.0634478 0.275296 -0.224459 0.000585379 0.000853407 0.162381 0.000102453 -0.507824 internal_weight=0 103275 103247 61 103186 702 677 389 288 102484 102430 474 101956 54 internal_count=103302 103275 103247 61 103186 702 677 389 288 102484 102430 474 101956 54 cat_boundaries=0 1 cat_threshold=2602 is_linear=0 shrinkage=0.01 Tree=600 num_leaves=16 num_cat=3 split_feature=2 2 13 4 22 26 11 24 25 2 25 10 5 10 5 split_gain=228141 350382 579268 213422 211745 136045 104803 87588.5 181436 142291 115647 279155 100245 96965.3 45891.6 threshold=1432.0500000000002 873.74500000000012 94.788750000000007 87.012500000000017 550.81750000000011 2022.5000000000002 1429.7025000000001 0 1 200.25500000000002 2 553.80150000000015 356.30640000000005 553.80150000000015 31.809750000000005 decision_type=2 2 2 2 2 2 2 1 9 2 9 2 2 2 2 left_child=1 4 3 5 6 -3 7 8 9 -1 11 -9 -10 -12 -2 right_child=14 2 -4 -5 -6 -7 -8 10 12 -11 13 -13 -14 -15 -16 leaf_value=-0.12391053959184194 -0.41531606392280473 0.92727012234575612 2.1129002850055696 -0.68394363975524897 -0.95984374585358989 -0.023521824059662997 -0.58159765394464613 0.031091748452005245 -0.011437145300726896 -0.55949245301688588 -0.00059291810549946431 0.6989216983696771 -0.4796677554172018 -0.26492858843837708 -1.0006044351486931 leaf_weight=878 37 34 20 20 23 27 31 9645 7618 82 84931 63 46 139 21 leaf_count=878 37 34 20 20 23 27 31 9645 7618 82 84931 63 46 139 21 internal_value=0 0.000118103 0.588824 0.212509 -0.000456628 0.506428 -0.000243292 -6.9002e-05 -0.0305611 -0.159455 0.00270846 0.0353892 -0.0142289 -0.00102471 -0.627231 internal_weight=0 103557 101 81 103456 61 103433 103402 8624 960 94778 9708 7664 85070 58 internal_count=103615 103557 101 81 103456 61 103433 103402 8624 960 94778 9708 7664 85070 58 cat_boundaries=0 1 6 12 cat_threshold=128 1074823168 180226 40 3153920 532496 1048576 537018370 525082 7479592 2283282578 256 is_linear=0 shrinkage=0.01 Tree=601 num_leaves=27 num_cat=5 split_feature=2 2 13 4 26 20 2 24 25 2 2 25 16 10 25 18 15 5 25 26 5 4 5 6 12 20 split_gain=223601 343410 567741 209175 133338 107779 177018 87005.7 181108 138596 119986 518162 576797 425522 132182 305215 111095 98255.6 113599 84107.6 44978.3 42354.7 40043.3 13566.2 11909.2 3774.76 threshold=1432.0500000000002 873.74500000000012 94.788750000000007 87.012500000000017 2022.5000000000002 256.18250000000006 93.118500000000012 0 1 200.25500000000002 362.00600000000003 2 89.607500000000016 307.63250000000005 3 384.11670000000004 346.38000000000005 356.30640000000005 4 2022.5000000000002 31.809750000000005 47.685600000000001 165.05000000000004 11.555000000000001 51.025000000000013 638.01250000000016 decision_type=2 2 2 2 2 2 2 1 9 2 2 9 2 2 9 2 2 2 9 2 2 2 2 2 2 2 left_child=1 5 3 4 -3 7 21 8 9 16 14 12 -12 -13 15 -9 -1 18 -10 -16 -2 24 -11 -19 25 -7 right_child=20 2 -4 -5 -6 6 -8 10 17 22 11 13 -14 -15 19 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=-0.1411851062926269 -0.41116290649852238 0.91799742831903342 2.0917713317871094 -0.67710420894622803 -0.023286620157736318 -0.091082585777555194 -0.90574560598893594 0.042034171576131117 0.19710197779088623 -0.40754818330731313 0.41252294698231662 -0.18886746526184214 2.2264078769683837 1.3202523198127747 0.0085768134191457953 1.221940882097591 0.6127337675094604 -0.32425243304325985 -0.018419884233992802 -0.010992245016737234 -0.99059840111505426 0.23909120179216067 -0.88757400665283204 -0.67067531347274778 -0.37029122444299556 -0.23423132324218748 leaf_weight=860 37 34 20 20 27 70 33 6306 243 57 142 284 20 20 43858 22 20 26 7374 43995 21 30 25 20 26 25 leaf_count=860 37 34 20 20 27 70 33 6306 243 57 142 284 20 20 43858 22 20 26 7374 43995 21 30 25 20 26 25 internal_value=0 0.000116922 0.582936 0.210384 0.501364 -0.000452061 -0.242261 -2.12299e-05 -0.0304081 -0.159037 0.00275079 0.162818 0.599456 -0.0867303 0.00195908 0.0460635 -0.124051 -0.014074 -0.0113097 -0.00122283 -0.620959 -0.0972609 -0.553898 -0.474871 -0.180654 -0.128753 internal_weight=0 103557 101 81 61 103456 184 103272 8625 962 94647 466 162 304 94181 6328 880 7663 7617 87853 58 151 82 46 121 95 internal_count=103615 103557 101 81 61 103456 184 103272 8625 962 94647 466 162 304 94181 6328 880 7663 7617 87853 58 151 82 46 121 95 cat_boundaries=0 1 6 11 17 23 cat_threshold=128 1074823168 180226 40 3153920 532496 32768 0 512 0 8192 1048576 537018370 524570 7479594 2283274386 256 16512 536871040 0 163842 0 1 is_linear=0 shrinkage=0.01 Tree=602 num_leaves=15 num_cat=0 split_feature=2 2 13 22 2 1 1 11 0 1 2 1 0 1 split_gain=219151 336575 556443 207535 186758 143349 105074 102990 93210.6 193703 178067 97009.5 129847 49561.3 threshold=1432.0500000000002 873.74500000000012 94.788750000000007 550.81750000000011 1054.5000000000002 7.8769000000000009 151.84586000000004 1429.7025000000001 883.10000000000014 365.42300000000006 256.18250000000006 1449.0631000000001 748.92250000000013 26.032500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 7 13 -6 -2 8 11 10 -10 12 -1 -3 right_child=6 2 -4 -5 5 -7 -8 -9 9 -11 -12 -13 -14 -15 leaf_value=-0.00038168984389102964 -0.30596411821089292 0.074141822814941402 2.0708536095619201 -0.95025080722311273 1.288458839416504 0.10551358983630227 -1.2014400563240051 -0.57654016567814736 0.24098212990879028 -0.52513019306319098 1.2595590171813964 0.46900125893679528 -0.47366868997442313 -0.62985623621940612 leaf_weight=103131 38 20 20 23 20 21 20 31 121 28 20 44 58 20 leaf_count=103131 38 20 20 23 20 21 20 31 121 28 20 44 58 20 internal_value=0 0.000115925 0.577106 -0.000447368 0.20828 0.68256 -0.614749 -0.000236164 -6.33877e-05 0.234594 0.385461 -0.000447539 -0.000647713 -0.277857 internal_weight=0 103557 101 103456 81 41 58 103433 103402 169 141 103233 103189 40 internal_count=103615 103557 101 103456 81 41 58 103433 103402 169 141 103233 103189 40 is_linear=0 shrinkage=0.01 Tree=603 num_leaves=14 num_cat=0 split_feature=2 2 13 22 4 1 1 11 0 1 2 1 0 split_gain=214790 329878 545370 203405 203002 132866 102983 100941 91355.7 189849 174524 95079 127263 threshold=1432.0500000000002 873.74500000000012 94.788750000000007 550.81750000000011 87.012500000000017 7.8769000000000009 151.84586000000004 1429.7025000000001 883.10000000000014 365.42300000000006 256.18250000000006 1449.0631000000001 748.92250000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 7 5 -3 -2 8 11 10 -10 12 -1 right_child=6 2 -4 -5 -6 -7 -8 -9 9 -11 -12 -13 -14 leaf_value=-0.00037787298064001956 -0.3029044856209504 0.90874612261267274 2.0501450834274291 -0.94074831506480339 -0.66809627437591557 -0.03086932482542815 -1.1894256377220154 -0.5707747619190523 0.23857230367739338 -0.51987886956759854 1.2469634780883789 0.46431125207380819 -0.46893199460259805 leaf_weight=103131 38 34 20 23 20 27 20 31 121 28 20 44 58 leaf_count=103131 38 34 20 23 20 27 20 31 121 28 20 44 58 internal_value=0 0.000114766 0.571335 -0.000442895 0.206197 0.492851 -0.608601 -0.000233802 -6.27538e-05 0.232248 0.381607 -0.000443064 -0.000641236 internal_weight=0 103557 101 103456 81 61 58 103433 103402 169 141 103233 103189 internal_count=103615 103557 101 103456 81 61 58 103433 103402 169 141 103233 103189 is_linear=0 shrinkage=0.01 Tree=604 num_leaves=18 num_cat=0 split_feature=2 2 13 22 4 26 1 7 2 16 7 14 15 6 1 1 26 split_gain=210516 323313 534517 199358 198962 131324 100933 86826.1 202780 198619 114445 278829 570121 110531 92037.1 114067 62980.5 threshold=1432.0500000000002 873.74500000000012 94.788750000000007 550.81750000000011 87.012500000000017 2022.5000000000002 151.84586000000004 520.34250000000009 348.16250000000008 237.41375000000005 359.98750000000001 167.07900000000004 38.159922500000008 233.37814 1449.0631000000001 1083.8250000000003 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 7 5 -3 -2 10 9 13 14 12 -12 -9 15 -1 -16 right_child=6 2 -4 -5 -6 -7 -8 8 -10 -11 11 -13 -14 -15 16 -17 -18 leaf_value=-0.00021541415239808174 -0.29987544373462077 0.90139684859444114 2.029643581867218 -0.93134082047835631 -0.66141531944274901 -0.032749409145779083 -1.1775313878059388 -0.050417071318407676 -0.86054632715276769 0.88725709009170528 0.15282671680544863 -0.76757253940288839 1.7830854980150859 -0.580487012664477 0.061077421279180623 -0.50379480065239801 0.81853055767391047 leaf_weight=102769 38 34 20 23 20 27 20 218 37 20 202 26 24 48 21 45 23 leaf_count=102769 38 34 20 23 20 27 20 218 37 20 202 26 24 48 21 45 23 internal_value=0 0.000113618 0.565622 -0.000438465 0.204135 0.487922 -0.602515 -0.000231464 -0.16393 -0.0738082 0.000281334 0.213128 0.325952 -0.146069 -0.000240135 -0.000435823 0.457019 internal_weight=0 103557 101 103456 81 61 58 103433 323 286 103110 252 226 266 102858 102814 44 internal_count=103615 103557 101 103456 81 61 58 103433 323 286 103110 252 226 266 102858 102814 44 is_linear=0 shrinkage=0.01 Tree=605 num_leaves=15 num_cat=3 split_feature=22 22 19 25 24 26 3 24 1 0 15 0 26 26 split_gain=155343 480101 140886 142008 985082 180676 172260 159592 114745 113381 256669 237509 84107 22607.1 threshold=592.37750000000005 492.27600000000012 1018.0250000000002 0 1 2022.5000000000002 1439.8675000000001 2 4.402000000000001 468.26850000000007 129.55275000000003 438.09750000000008 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 1 2 2 1 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 9 13 -8 11 -11 -5 -9 -6 right_child=-2 -3 -4 6 7 -7 8 12 -10 10 -12 -13 -14 -15 leaf_value=1.3496671846177843 -0.82166164481121562 1.5494658129215242 -0.78260776224343676 -0.00059248886514023295 0.35935965807814346 0.58927251329825769 0.17307790095989523 -0.42187912233520386 1.1805771337449551 -0.20990313650667666 0.66556432935926657 0.61852905700283667 -0.060067163302737758 0.082371651105216284 leaf_weight=63 23 20 23 102448 57 62 26 129 20 480 36 62 128 61 leaf_count=63 23 20 23 102448 57 62 26 129 20 480 36 62 128 61 internal_value=0 0.000259792 -3.92973e-05 0.000134486 0.16659 0.900474 -0.000689084 -0.0950723 0.611121 -0.000962317 -0.148824 -0.000218032 -0.232625 0.199283 internal_weight=0 103615 103595 103572 500 125 103072 375 46 103026 516 102510 257 118 internal_count=103638 103615 103595 103572 500 125 103072 375 46 103026 516 102510 257 118 cat_boundaries=0 5 6 7 cat_threshold=1073741824 0 0 131072 2147483680 76 2305 is_linear=0 shrinkage=0.01 Tree=606 num_leaves=13 num_cat=3 split_feature=14 14 10 22 22 25 24 24 10 6 16 14 split_gain=183006 196175 195218 152316 470442 150332 948868 157076 132234 152288 106905 3880.42 threshold=873.74500000000012 766.49265000000003 147.42100000000002 592.37750000000005 492.27600000000012 0 1 2 1092.2834 16.667000000000005 1079.5035000000003 1358.5175000000004 decision_type=2 2 2 2 2 9 1 1 2 2 2 2 left_child=1 3 11 4 5 6 -1 -8 10 -10 -7 -2 right_child=2 -3 -4 -5 -6 8 7 -9 9 -11 -12 -13 leaf_value=0.89146881593598271 -0.24777568955575266 0.96686819326309936 -1.2811953469839963 -0.81344503070997154 1.5339710836410525 -0.0011535162600063377 0.20586984331682912 -0.22391593352606837 0.10489249141592728 1.1829466514587403 0.606087244420216 -0.082118935539172253 leaf_weight=125 31 21 22 23 20 102911 117 255 38 20 29 26 leaf_count=125 31 21 22 23 20 102911 117 255 38 20 29 26 internal_value=0 0.000443634 -0.481043 0.00024762 0.000428414 0.000132063 0.171905 -0.0868907 -0.000713422 0.476635 -0.000982446 -0.172213 internal_weight=0 103559 79 103538 103515 103495 497 372 102998 58 102940 57 internal_count=103638 103559 79 103538 103515 103495 497 372 102998 58 102940 57 cat_boundaries=0 5 6 7 cat_threshold=1073741824 0 0 131072 2147483680 76 2305 is_linear=0 shrinkage=0.01 Tree=607 num_leaves=13 num_cat=3 split_feature=11 22 14 14 10 25 24 3 10 4 24 14 split_gain=229420 208169 163602 192283 176061 153055 953163 181272 171652 165953 156299 3638.96 threshold=1429.7025000000001 550.81750000000011 873.74500000000012 766.49265000000003 147.42100000000002 0 1 1439.8675000000001 1092.2834 7.8873450000000007 2 1358.5175000000004 decision_type=2 2 2 2 2 9 1 2 2 2 1 2 left_child=1 2 3 5 11 6 -1 8 -7 -9 -8 -4 right_child=-2 -3 4 -5 -6 7 10 9 -10 -11 -12 -13 leaf_value=0.89822326522264906 0.92175008835615946 -0.8781139472678855 -0.24293276360630991 0.95719943954831077 -1.2415625409001396 -0.0012131177513256329 0.20805141264957094 1.2552215550162575 0.55258195034095214 0.026944806684147227 -0.22176127231233525 -0.081297766337027913 leaf_weight=124 27 27 30 21 21 102891 116 22 56 22 255 26 leaf_count=124 27 27 30 21 21 102891 116 22 56 22 255 26 internal_value=0 -0.000163491 6.53543e-05 0.000408129 -0.460708 0.000213971 0.173881 -0.000637534 -0.00091187 0.641083 -0.085439 -0.167888 internal_weight=0 103611 103584 103507 77 103486 495 102991 102947 44 371 56 internal_count=103638 103611 103584 103507 77 103486 495 102991 102947 44 371 56 cat_boundaries=0 5 6 7 cat_threshold=1073741824 0 0 131072 2147483680 76 2305 is_linear=0 shrinkage=0.01 Tree=608 num_leaves=14 num_cat=3 split_feature=11 22 14 14 10 25 24 3 10 26 4 24 14 split_gain=224854 204027 160347 188457 172557 150314 935484 177665 168237 162848 162651 153370 3566.55 threshold=1429.7025000000001 550.81750000000011 873.74500000000012 766.49265000000003 147.42100000000002 0 1 1439.8675000000001 1092.2834 2022.5000000000002 7.8873450000000007 2 1358.5175000000004 decision_type=2 2 2 2 2 9 1 2 2 2 2 1 2 left_child=1 2 3 5 12 6 9 8 -7 -1 -9 -8 -4 right_child=-2 -3 4 -5 -6 7 11 10 -10 -11 -12 -13 -14 leaf_value=1.3182735830640036 0.91253253678480795 -0.86933280944824221 -0.24050343215465547 0.94762750920795258 -1.2291469162418729 -0.0012009865924972457 0.2061360203959639 1.2426693682237104 0.54705613655703411 0.59339153559481506 0.026675291820005938 -0.21962734302034917 -0.080484781219409066 leaf_weight=63 27 27 30 21 21 102891 116 22 56 61 22 255 26 leaf_count=63 27 27 30 21 21 102891 116 22 56 61 22 255 26 internal_value=0 -0.000161002 6.55546e-05 0.000404902 -0.456101 0.000212686 0.172317 -0.000631159 -0.000902752 0.889911 0.634672 -0.0845882 -0.166209 internal_weight=0 103611 103584 103507 77 103486 495 102991 102947 124 44 371 56 internal_count=103638 103611 103584 103507 77 103486 495 102991 102947 124 44 371 56 cat_boundaries=0 5 6 7 cat_threshold=1073741824 0 0 131072 2147483680 76 2305 is_linear=0 shrinkage=0.01 Tree=609 num_leaves=14 num_cat=3 split_feature=11 22 14 14 25 24 3 26 4 24 16 4 14 split_gain=220379 199967 157156 184706 147318 916875 174129 159608 159414 150495 145537 84660.2 5899.2 threshold=1429.7025000000001 550.81750000000011 873.74500000000012 766.49265000000003 0 1 1439.8675000000001 2022.5000000000002 7.8873450000000007 2 267.04450000000003 48.500870000000006 1358.5175000000004 decision_type=2 2 2 2 9 1 2 2 2 1 2 2 2 left_child=1 2 3 4 5 7 10 -1 -8 -7 -6 12 -4 right_child=-2 -3 11 -5 6 9 8 -9 -10 -11 -12 -13 -14 leaf_value=1.305090886978876 0.9034072824650341 -0.86063948807892976 -0.30477006967862447 0.93815115837823781 -0.0001776948092136484 0.20423827033076022 1.230242653760043 0.58745762316907046 0.02640857067975131 -0.21751394901185667 -0.19833108985676401 -0.91594061484703648 -0.086239842006138392 leaf_weight=63 27 27 30 21 102575 116 22 61 22 255 372 26 21 leaf_count=63 27 27 30 21 102575 116 22 61 22 255 372 26 21 internal_value=0 -0.000159405 6.48861e-05 0.00040084 0.000210546 0.170591 -0.000624847 0.881012 0.628326 -0.0837459 -0.000893724 -0.45154 -0.214787 internal_weight=0 103611 103584 103507 103486 495 102991 124 44 371 102947 77 51 internal_count=103638 103611 103584 103507 103486 495 102991 124 44 371 102947 77 51 cat_boundaries=0 5 6 7 cat_threshold=1073741824 0 0 131072 2147483680 76 2305 is_linear=0 shrinkage=0.01 Tree=610 num_leaves=21 num_cat=0 split_feature=18 8 17 7 11 6 15 26 6 4 0 0 0 0 1 5 3 16 17 18 split_gain=107783 247832 123879 1.68897e+06 176766 99987.9 145347 94441.1 641446 619179 236888 236453 960706 216899 178425 163530 84188.9 29672.1 4530.6 3206.3 threshold=756.12500000000011 96.823000000000008 439.37528000000003 369.57140000000004 1429.7025000000001 206.28168000000002 123.62500000000001 2022.5000000000002 884.13250000000005 4.4316985000000004 1438.4900000000002 28.693750000000005 29.182600000000004 354.51980000000003 383.96180000000004 543.52500000000009 670.0675 52.529249999999998 644.03250000000014 1018.0250000000002 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 19 4 5 7 6 17 8 11 -10 13 16 -13 14 -9 -15 -1 18 -4 -2 right_child=1 -3 3 -5 -6 -7 -8 10 9 -11 -12 12 -14 15 -16 -17 -18 -19 -20 -21 leaf_value=0.0024924845317696098 -0.072854491233825688 -1.3337091779708863 -0.15831105055127825 2.9212891678583053 -0.79530632810933255 -0.73887343135747041 0.69002387464046477 -0.010410819793781818 0.11072790975156037 2.5165500178337097 0.92619754455707692 2.1693573518232867 0.07323977731964687 -0.19013570439070462 0.2362329575086044 -0.96070113778114319 -0.37548512879064527 -0.48531898051500322 0.0025900418417794365 0.10209004792300137 leaf_weight=48359 20 20 35 21 28 22 24 50949 23 20 27 22 3576 336 295 30 59 24 35 22 leaf_count=48359 20 20 35 21 28 22 24 50949 23 20 27 22 3576 336 295 30 59 24 35 22 internal_value=0 -0.417505 -0.000435635 0.276736 -0.000865861 -0.119947 -0.00455354 -0.000651346 0.00885321 1.22971 -0.0102336 0.00784397 0.0860565 -0.0107235 -0.00899095 -0.253297 0.0020319 -0.181892 -0.0778605 0.0187831 internal_weight=0 62 103885 161 103724 140 118 103696 52059 43 51637 52016 3598 51610 51244 366 48418 94 70 42 internal_count=103947 62 103885 161 103724 140 118 103696 52059 43 51637 52016 3598 51610 51244 366 48418 94 70 42 is_linear=0 shrinkage=0.01 Tree=611 num_leaves=14 num_cat=2 split_feature=25 18 8 22 11 14 6 26 6 25 14 26 18 split_gain=119692 101929 246931 176963 161365 111252 287007 93577.7 674621 394651 78402.9 19779.9 5074.12 threshold=0 756.12500000000011 96.823000000000008 550.81750000000011 1429.7025000000001 766.49265000000003 53.40420000000001 2022.5000000000002 884.13250000000005 1 1018.0250000000002 2022.5000000000002 1018.0250000000002 decision_type=9 2 2 2 2 2 2 2 2 9 2 2 2 left_child=11 3 12 4 5 7 10 8 -2 -9 -7 -1 -3 right_child=1 2 -4 -5 -6 6 -8 9 -10 -11 -12 -13 -14 leaf_value=0.44547687403361003 0.0073000498879574188 -0.072125932455062866 -1.3203720827102661 0.8240618969843938 -0.77401870182266952 -0.42768729722058335 1.2129624691715948 -0.1074692919615618 1.275187292780195 -0.0027810591368215933 0.29410061517182523 0.1996340783437093 0.15313213586807251 leaf_weight=60 51961 20 20 26 27 27 27 3885 42 47726 34 72 20 leaf_count=60 51961 20 20 26 27 27 27 3885 42 47726 34 72 20 internal_value=0 -0.00107423 -0.413122 -0.000836054 -0.00104282 -0.000841565 0.354566 -0.00114341 0.00832405 -0.0106828 -0.0253793 0.289453 0.0405031 internal_weight=0 103815 60 103755 103729 103702 88 103614 52003 51611 61 132 40 internal_count=103947 103815 60 103755 103729 103702 88 103614 52003 51611 61 132 40 cat_boundaries=0 5 10 cat_threshold=0 0 0 0 2147483680 1081472 536903810 8 170033416 16400 is_linear=0 shrinkage=0.01 Tree=612 num_leaves=15 num_cat=2 split_feature=25 18 22 8 11 14 5 26 6 25 12 26 16 14 split_gain=117311 100188 214620 188584 158174 97645.5 548203 90532.5 661191 385132 40263.8 19386.3 18090.7 2590.4 threshold=0 527.79000000000008 550.81750000000011 183.09000000000003 1429.7025000000001 766.49265000000003 27.185999999999996 2022.5000000000002 884.13250000000005 1 45.66996000000001 2022.5000000000002 2.4387500000000002 1018.0250000000002 decision_type=9 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=11 2 4 10 5 7 13 8 -2 -9 12 -1 -3 -7 right_child=1 3 -4 -5 -6 6 -8 9 -10 -11 -12 -13 -14 -15 leaf_value=0.44102205181121823 0.0072318460500443091 -0.095846401936299092 0.92567096862792964 -1.1864579706192016 -0.76627851765464861 -0.27104629445959022 1.5174187405904136 -0.1062620269304391 1.2624354371570405 -0.0026579633386069616 0.28832346439361572 0.19763776726192897 -0.45795678745616564 -0.13897150106502301 leaf_weight=60 51957 37 25 20 27 27 27 3870 42 47708 20 72 22 33 leaf_count=60 51957 37 25 20 27 27 27 3870 42 47708 20 72 22 33 internal_value=0 -0.0010636 -0.000760189 -0.319031 -0.000983553 -0.000784226 0.334092 -0.00106551 0.00824568 -0.0104527 -0.0994291 0.286558 -0.230871 -0.198405 internal_weight=0 103815 103716 99 103691 103664 87 103577 51999 51578 79 132 59 60 internal_count=103947 103815 103716 99 103691 103664 87 103577 51999 51578 79 132 59 60 cat_boundaries=0 5 10 cat_threshold=0 0 0 0 2147483680 1081472 536903810 8 170033416 16400 is_linear=0 shrinkage=0.01 Tree=613 num_leaves=13 num_cat=3 split_feature=25 22 22 11 26 6 4 25 25 3 1 26 split_gain=114976 101200 285329 163588 85057 648106 564761 389093 347737 181510 142555 19000.5 threshold=0 592.37750000000005 465.57500000000005 1429.7025000000001 2022.5000000000002 884.13250000000005 4.4316985000000004 1 2 1077.3535000000002 1449.0631000000001 2022.5000000000002 decision_type=9 2 2 2 2 2 2 9 9 2 2 2 left_child=11 2 3 4 5 7 -7 -2 10 -10 -6 -1 right_child=1 -3 -4 -5 8 6 -8 -9 9 -11 -12 -13 leaf_value=0.4366118580500285 0.080337244899421803 -0.66430393053137737 1.1378094764189286 -0.75210713645507554 -0.088127706955673735 0.14417724349282005 2.4660082883834837 -0.0031309993530571562 -0.0014874153473755905 0.83428017249474151 0.70078371690667196 0.19566139539082844 leaf_weight=60 6354 23 22 29 5530 22 20 45615 46151 26 23 72 leaf_count=60 6354 23 22 29 5530 22 20 45615 46151 26 23 72 internal_value=0 -0.00105306 -0.000906192 -0.00114761 -0.000937683 0.00809264 1.24981 0.00708912 -0.0100171 -0.00101662 -0.0847076 0.283692 internal_weight=0 103815 103792 103770 103741 52011 42 51969 51730 46177 5553 132 internal_count=103947 103815 103792 103770 103741 52011 42 51969 51730 46177 5553 132 cat_boundaries=0 5 10 15 cat_threshold=0 0 0 0 2147483680 68206720 536871042 648 33690120 16528 1097856 536903810 520 170038024 16400 is_linear=0 shrinkage=0.01 Tree=614 num_leaves=15 num_cat=0 split_feature=18 8 22 11 14 5 15 26 6 0 10 4 14 18 split_gain=101831 235624 170798 163839 91375.1 581895 90637.5 85563 566048 330039 33270.8 23920 3695.81 3010.72 threshold=756.12500000000011 96.823000000000008 550.81750000000011 1429.7025000000001 766.49265000000003 27.185999999999996 907.96050000000014 2022.5000000000002 884.13250000000005 1438.4900000000002 16.687305500000004 2.694 1018.0250000000002 1018.0250000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 13 3 4 6 10 7 8 -1 -9 12 -8 -6 -2 right_child=1 -3 -4 -5 5 -7 11 9 -10 -11 -12 -13 -14 -15 leaf_value=0.0076250642562105866 -0.069198323220014568 -1.2991604299545287 0.80998708798335151 -0.76545968988112034 -0.15622858115604946 1.5145984956196374 -0.23731534511615071 -0.010163249665333505 1.1423321288282222 1.0957335234571386 -0.55797304141521453 -0.64969947554848417 0.031383277802240282 0.10032662521709096 leaf_weight=52015 20 20 26 28 21 28 39 51594 44 27 20 22 21 22 leaf_count=52015 20 20 26 28 21 28 39 51594 44 27 20 22 21 22 internal_value=0 -0.405806 -0.000415767 -0.000618642 -0.000412388 0.318084 -0.000688698 -0.000461975 0.00858411 -0.00958482 -0.222278 -0.386044 -0.0624227 0.0196005 internal_weight=0 62 103885 103859 103831 90 103741 103680 52059 51621 62 61 42 42 internal_count=103947 62 103885 103859 103831 90 103741 103680 52059 51621 62 61 42 42 is_linear=0 shrinkage=0.01 Tree=615 num_leaves=36 num_cat=8 split_feature=20 20 3 25 26 24 6 20 6 25 24 24 4 14 7 6 9 1 8 4 25 11 1 25 4 24 1 6 6 8 11 20 6 19 20 split_gain=125830 950576 121568 117678 531053 465737 283772 255047 511844 227649 434283 279471 178000 230001 215715 125330 81849.3 246791 1.06614e+06 178552 177149 147651 128173 117146 137420 121995 76199.5 223292 85622.7 28816.8 34157.6 27234 8655.93 7738.61 3353.59 threshold=256.18250000000006 233.19064 249.93500000000003 0 2022.5000000000002 1 483.25025000000005 38.592000000000006 104.74500000000002 2 3 4 422.08750000000003 167.07900000000004 419.53500000000003 276.21600000000007 44.744500000000009 383.96180000000004 4.5710000000000006 194.61300000000003 5 375.68200000000007 285.3250000000001 6 483.06600000000009 7 30.440000000000001 769.5200000000001 550.73124000000007 177.77500000000001 111.27975000000001 166.33925000000002 21.309000000000005 76.024800000000013 393.37500000000006 decision_type=2 2 2 9 2 1 2 2 2 9 1 1 2 2 2 2 2 2 2 2 9 2 2 9 2 1 2 2 2 2 2 2 2 2 2 left_child=1 3 29 4 5 6 15 12 31 10 -7 -11 14 -14 -6 -1 23 20 -19 -20 21 -18 -22 24 25 -5 28 -28 -25 30 32 -9 33 34 -2 right_child=2 -3 -4 16 7 9 -8 8 -10 11 -12 -13 13 -15 -16 -17 17 18 19 -21 22 -23 -24 26 -26 -27 27 -29 -30 -31 -32 -33 -34 -35 -36 leaf_value=-0.016843496325127313 -0.080827851680017299 2.0795035067471592 -0.94117906703897147 0.18794365417389641 -0.073388625808180605 0.092828919880068791 1.1673195123672486 -0.13042232333002862 1.886396056175232 0.37241111875708549 0.59631479553011968 -0.0070085798752330866 -0.21780777789297559 -1.3104263206481934 0.44258427415575297 -0.68335308469575029 0.1080268536494816 2.1912270402908325 -0.9774210595000874 0.32808889579772954 -0.023750193717140815 0.85539874209298039 -0.79227830973538493 -0.0037302886723478475 -0.70328774533952987 -0.095995105223862773 0.031275188976250208 1.01881937213566 -0.29947927338736402 0.15580713748931885 -0.60170736122131341 0.3138709220019254 -0.34348745226860045 0.060216238915920262 -0.21599611165788438 leaf_weight=1039 31 22 23 158 2289 309 20 37 20 307 420 509 84 25 84 29 1261 27 22 20 1596 27 22 87959 35 1648 5066 23 98 24 20 22 20 20 45 leaf_count=1039 31 22 23 158 2289 309 20 37 20 307 420 509 84 25 84 29 1261 27 22 20 1596 27 22 87959 35 1648 5066 23 98 24 20 22 20 20 45 internal_value=0 0.00107173 -0.261381 0.000628464 0.0469667 0.146781 -0.0127243 -0.0554699 0.503892 0.257521 0.387047 0.138519 -0.073274 -0.468408 -0.0551241 -0.0349416 -0.00183302 0.0498164 0.640893 -0.35575 0.0357819 0.122741 -0.0339898 -0.00345088 -0.0822261 -0.0706453 -0.00188489 0.0357384 -0.00405943 -0.163661 -0.220037 0.0352463 -0.154232 -0.114804 -0.160862 internal_weight=0 103178 183 103156 5194 2633 1088 2561 79 1545 729 816 2482 109 2373 1068 97962 2975 69 42 2906 1288 1618 94987 1841 1806 93146 5089 88057 160 136 59 116 96 76 internal_count=103361 103178 183 103156 5194 2633 1088 2561 79 1545 729 816 2482 109 2373 1068 97962 2975 69 42 2906 1288 1618 94987 1841 1806 93146 5089 88057 160 136 59 116 96 76 cat_boundaries=0 6 7 12 13 14 20 25 26 cat_threshold=1073774848 4194434 0 33685768 2147483650 128 2722 32768 2 0 131072 2147483648 1296 1296 112526848 268435460 278954560 2129984 0 4096 0 536887296 4224 138444832 540672 2 is_linear=0 shrinkage=0.01 Tree=616 num_leaves=26 num_cat=2 split_feature=20 20 10 25 26 6 25 20 6 10 10 0 12 12 16 0 10 0 3 15 0 20 7 20 20 split_gain=123327 931658 170835 115433 520694 355979 288627 250111 504649 212626 466010 113284 83703.3 200844 122171 85178.3 195834 91951.9 77801.3 67874.1 24705.2 22427 15460.2 9827.82 185.213 threshold=256.18250000000006 233.19064 279.94750000000005 0 2022.5000000000002 612.69872000000009 1 28.506000000000004 104.74500000000002 522.5150000000001 400.0485000000001 468.26850000000007 1040.4400000000003 1362.4500000000003 920.44288200000017 367.42525000000006 483.25025000000005 354.51980000000003 383.96180000000004 97.362500000000026 25.145000000000007 166.33925000000002 29.262000000000004 393.37500000000006 564.6037500000001 decision_type=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 19 4 5 6 -1 9 21 10 -6 -8 14 -14 15 17 -17 -5 -11 20 22 -9 23 -2 -25 right_child=2 -3 -4 12 7 -7 11 8 -10 18 -12 -13 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 leaf_value=0.52943097860648713 0.012345420814849236 2.058708433454687 -0.96285165601763223 -0.0013339743126474426 -0.072127563623965565 1.3839869092858357 0.11797642488444404 -0.081819056632906881 1.8675320892333986 -0.71744654185631707 1.1070343626246735 -0.2742457106866335 1.1641363620758056 -0.25305790296941999 -0.58444289902846014 -0.17538296697035116 0.81163882130668275 0.45080766953362356 -0.021101550034114291 0.2919996291206729 -0.55319699120521548 0.31073222680525348 -0.4187061780691147 -0.22945434653759 -0.18897691928423366 leaf_weight=164 37 22 29 97350 2353 23 2370 43 20 68 34 76 20 20 36 470 21 45 21 31 20 22 20 20 26 leaf_count=164 37 22 29 97350 2353 23 2370 43 20 68 34 76 20 20 36 470 21 45 21 31 20 22 20 20 26 internal_value=0 0.00106212 -0.258768 0.000623291 0.0465173 0.145353 0.134438 -0.0549152 0.478453 -0.0732256 -0.0553318 0.105359 -0.0018146 0.455539 -0.00200161 -0.0017874 -0.133168 -0.00112507 -0.55314 -0.12618 -0.231575 0.0510445 -0.169125 -0.108984 -0.206576 internal_weight=0 103178 183 103156 5194 2633 2610 2561 85 2476 2387 2446 97962 40 97922 97886 491 97395 89 154 123 65 103 83 46 internal_count=103361 103178 183 103156 5194 2633 2610 2561 85 2476 2387 2446 97962 40 97922 97886 491 97395 89 154 123 65 103 83 46 cat_boundaries=0 6 11 cat_threshold=1073774848 4194434 0 33685768 2147483650 128 0 2 0 131072 2147483648 is_linear=0 shrinkage=0.01 Tree=617 num_leaves=22 num_cat=1 split_feature=2 12 6 26 8 19 24 6 3 6 11 16 0 22 2 2 9 2 2 6 8 split_gain=170656 1.20492e+06 266822 173256 136768 303290 231534 303036 230974 206011 147996 137755 126015 107424 96146.1 51860 158368 121709 15291.4 11248.7 11741.1 threshold=873.74500000000012 164.49524000000002 124.18500000000002 2022.5000000000002 395.78950000000003 38.116250000000008 0 550.73124000000007 123.09910000000001 1424.6500000000003 1429.7025000000001 1079.5035000000003 108.75750000000001 550.81750000000011 22.153894000000005 108.13500000000002 29.303000000000004 35.022500000000008 1432.0500000000002 9.2270000000000021 619.25400000000013 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 12 9 6 8 15 19 10 11 13 -2 14 -1 17 -17 -8 -5 20 -6 right_child=1 -3 -4 18 5 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 leaf_value=-0.0015600561283648097 0.24808667601608647 2.5597002756027947 -0.96553074042002363 -0.072720663373063252 -0.090234979103351473 0.68262547687480324 -0.29859291962782541 -1.4442134210586548 0.90193337125162931 0.79082929134368896 -0.73967176229865461 -0.61769467141893175 1.2162951965332032 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160113 126917 125190 103145 102858 172130 164779 232316 203856 234567 157003 299660 246855 205692 138293 224403 88169 74098.1 71736 64396.6 55733.4 13527.6 0.00805027 threshold=873.74500000000012 39.126200000000004 341.416 43.649000000000008 2022.5000000000002 518.28800000000012 377.13375000000002 28.395500000000002 41.596500000000006 1439.8675000000001 0 606.07650000000001 769.5200000000001 650.34950000000015 65.250000000000014 42.063020000000009 262.14225000000005 470.21364 466.65428000000003 98.190625000000011 1424.6500000000003 1079.5035000000003 1070.9310000000003 524.87500000000011 55.204000000000015 29.436709500000003 655.48225000000014 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 2 2 2 2 left_child=5 2 3 4 24 8 7 21 9 20 14 12 13 -12 18 16 -16 -17 19 -10 22 25 23 -1 -2 26 -7 right_child=1 -3 -4 -5 -6 6 -8 -9 10 -11 11 -13 -14 -15 15 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.001510801077503434 0.74731559365987776 2.0313749155998231 -0.96492298030853274 1.0689408321380616 -0.28913460047156725 -0.086985328074159304 -0.98245512160387904 0.26516631349539149 0.059014853366525413 -0.70302941594805035 0.0034957849890128417 -0.89852313946400375 0.79825709754770457 1.0631557192121235 0.50757092154943029 -0.24170719386715639 1.6864533499012822 0.8980756583213807 -0.65927359263102214 0.47576794528797883 0.55944936990737915 -0.78878316243489577 -0.4990655699269525 -0.54260051467201931 0.093480344252152875 -0.39373569843173029 -0.086731651777570903 leaf_weight=97367 32 20 20 20 54 29 22 39 1123 35 3981 28 33 21 78 76 23 20 24 146 28 27 29 22 22 20 22 leaf_count=97367 32 20 20 20 54 29 22 39 1123 35 3981 28 33 21 78 76 23 20 24 146 28 27 29 22 22 20 22 internal_value=0 0.315865 0.0840389 0.247939 0.0959018 7.73502e-05 -0.282233 -0.169789 0.000513006 -0.00187169 0.0423754 0.00918901 0.0155107 0.00905622 0.131923 0.39579 0.776029 -0.00425243 0.0927403 0.106963 -0.00161985 -0.342883 -0.00178111 -0.00163303 0.480938 -0.173315 -0.0868759 internal_weight=0 168 148 128 108 103193 159 137 103034 97481 5553 4063 4035 4002 1490 197 101 96 1293 1269 97446 98 97418 97389 54 71 51 internal_count=103361 168 148 128 108 103193 159 137 103034 97481 5553 4063 4035 4002 1490 197 101 96 1293 1269 97446 98 97418 97389 54 71 51 cat_boundaries=0 1 cat_threshold=23 is_linear=0 shrinkage=0.01 Tree=619 num_leaves=23 num_cat=7 split_feature=8 22 14 1 25 4 6 24 6 12 3 7 3 25 24 26 25 6 24 25 14 8 split_gain=122853 154822 144623 145873 436540 430789 435608 319676 157746 256170 128157 335073 110445 108226 845253 884350 96614.8 109816 99125.6 88760.9 25684.9 2554.15 threshold=901.21050000000014 550.81750000000011 1018.0250000000002 191.05350000000001 0 8.6460000000000026 228.27997500000004 1 242.70250000000001 236.58700000000002 169.67250000000004 9.2450000000000028 10.310500000000003 2 3 2022.5000000000002 4 1424.6500000000003 5 6 1358.5175000000004 1449.0631000000001 decision_type=2 2 2 2 9 2 2 1 2 2 2 2 2 9 1 2 9 2 1 9 2 2 left_child=1 2 3 13 5 6 -5 -7 9 -6 11 21 -10 14 15 -1 18 -18 -15 -16 -4 -2 right_child=10 -3 20 4 8 7 -8 -9 12 -11 -12 -13 -14 16 19 -17 17 -19 -20 -21 -22 -23 leaf_value=1.7520995473861696 -0.4884444513320923 0.77251354437607989 -0.77606928830345467 0.38829269912236791 -0.055464984418829077 0.40959581662738132 1.5683813513026519 -0.21610897986459193 -0.088231068363896131 0.97285308208465582 -0.9163295326914106 0.86348805268605544 -0.95667412489652637 -0.0043037305590371755 0.02849030378792021 0.055736909451938814 4.4516047804738079e-05 0.6765619736909867 -0.14924669539181698 -0.33348488141113608 -0.31807367362976074 -0.62684999847412104 leaf_weight=60 40 26 24 391 782 116 34 222 27 25 28 24 32 1022 134 63 99234 24 876 132 25 20 leaf_count=60 40 26 24 391 782 116 34 222 27 25 28 24 32 1022 134 63 99234 24 876 132 25 20 internal_value=0 0.000943787 0.000749443 0.0010074 0.0948871 0.267295 0.4827 0.00435441 -0.0594156 -0.0236088 -0.330431 -0.135132 -0.559251 -0.000498635 0.163873 0.816823 -0.00114682 0.000208073 -0.0716321 -0.156711 -0.542398 -0.53458 internal_weight=0 103249 103223 103174 1629 763 425 338 866 807 112 84 59 101545 389 123 101156 99258 1898 266 49 60 internal_count=103361 103249 103223 103174 1629 763 425 338 866 807 112 84 59 101545 389 123 101156 99258 1898 266 49 60 cat_boundaries=0 5 6 11 12 18 19 23 cat_threshold=3178496 536870912 584 35651584 536870980 3136 0 2 0 131336 2147483648 340 0 536887296 4224 138444832 540672 256 946 0 2 0 256 is_linear=0 shrinkage=0.01 Tree=620 num_leaves=22 num_cat=2 split_feature=25 10 8 16 4 0 8 6 25 0 2 8 0 14 10 16 16 14 12 6 11 split_gain=265063 170076 147096 202013 122495 497840 250043 150940 133551 292903 558408 215382 171267 159158 155470 153961 116315 110712 100083 78021.7 72372.6 threshold=0 617.48075000000006 522.5150000000001 89.607500000000016 522.5150000000001 594.30750000000012 551.49600000000009 396.21550000000008 1 335.27750000000009 505.12500000000006 1117.4100000000001 658.11750000000018 1018.0250000000002 522.5150000000001 89.607500000000016 1079.5035000000003 41.960000000000008 213.02345 212.67444500000002 14.958500000000001 decision_type=9 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 18 8 6 7 17 9 11 12 15 -11 14 16 -2 -10 -6 19 20 -3 right_child=1 2 -4 -5 5 -7 -8 -9 13 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.47057480108737948 0.043055733752173683 -0.47505133046507836 -0.90130098769159039 0.69964686720267577 -0.015271603375200242 -1.5760271604855856 0.99939964342117305 -0.80461834959685807 -0.002708198775324553 0.38896337394942782 1.4968107650972702 -0.95815130645578561 -0.12205123117676488 0.78018987575402632 0.70575083140403994 -0.2111691500078286 0.72449632818048659 -0.70065304132608264 -0.94753861472720191 0.37098856449127199 0.11321526445191482 leaf_weight=110 6039 75 33 23 252 24 20 32 96203 167 37 22 108 26 31 248 22 26 21 20 29 leaf_count=110 6039 75 33 23 252 24 20 32 96203 167 37 22 108 26 31 248 22 26 21 20 29 internal_value=0 -0.000317375 -0.290921 -0.171025 0.000248284 -0.185452 -0.0843188 -0.154236 0.000887116 0.0442952 0.343453 0.0295711 0.188274 -0.0021023 -0.00231383 0.0330275 -0.00254194 -0.079372 -0.309132 -0.201015 -0.311015 internal_weight=0 103458 201 168 103257 354 330 310 102903 6621 312 6309 275 96282 96256 6287 96225 278 145 124 104 internal_count=103568 103458 201 168 103257 354 330 310 102903 6621 312 6309 275 96282 96256 6287 96225 278 145 124 104 cat_boundaries=0 5 10 cat_threshold=256 0 0 134217736 2147483648 1074823168 536920066 4224 38928672 134283264 is_linear=0 shrinkage=0.01 Tree=621 num_leaves=25 num_cat=6 split_feature=25 10 8 2 4 0 8 25 25 24 0 26 1 25 25 3 14 10 5 0 1 5 26 11 split_gain=260226 166692 144169 168970 120057 487933 245067 150012 130893 364317 629506 474750 334869 334112 281549 179844 166128 147040 127827 86852.8 68354.6 119911 27603.6 21865.7 threshold=0 617.48075000000006 522.5150000000001 306.92205000000007 522.5150000000001 594.30750000000012 551.49600000000009 1 2 3 438.09750000000008 2022.5000000000002 891.44875000000013 4 5 1439.8675000000001 1018.0250000000002 522.5150000000001 7.7340000000000009 198.78000000000003 156.13200000000003 65.306500000000014 2022.5000000000002 14.958500000000001 decision_type=9 2 2 2 2 2 2 9 9 1 2 2 2 9 9 2 2 2 2 2 2 2 2 2 left_child=22 4 3 20 8 6 7 19 9 10 13 -12 14 -2 -11 16 17 -10 -9 -6 21 23 -1 -3 right_child=1 2 -4 -5 5 -7 -8 18 15 12 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.6759497811244084 0.38818619093221612 -0.43189105604824274 -0.8922879686500087 0.69339770698547365 -0.66206497217814131 -1.5602668849627177 0.98940567159652715 -0.16633665543614012 -0.002731782871334955 0.45256641052465524 1.635797889587727 0.21445640716146916 1.1723134758161462 0.058828214514906059 -0.055575336734797677 0.84596980648040776 0.81276787199974065 0.69747214078903197 0.35985501574798373 -0.039796019867062569 -0.77439099860688043 0.41238179426926835 -0.3586543971505658 -0.073896466385234491 leaf_weight=52 337 76 33 20 75 24 20 132 96202 103 47 47 23 2867 3197 25 25 30 71 32 24 26 58 22 leaf_count=52 337 76 33 20 75 24 20 132 96202 103 47 47 23 2867 3197 25 25 30 71 32 24 26 58 22 internal_value=0 -0.000314201 -0.288012 -0.169315 0.000245801 -0.183597 -0.0834757 -0.152694 0.000878245 0.0438523 0.118172 0.925127 -0.0300411 0.0948656 -0.0385122 -0.00208128 -0.00230175 -0.0025135 0.0168698 -0.435285 -0.285898 -0.191351 -0.466261 -0.351525 internal_weight=0 103458 201 168 103257 354 330 310 102903 6621 3298 94 3323 3204 3300 96282 96257 96232 203 107 148 124 110 98 internal_count=103568 103458 201 168 103257 354 330 310 102903 6621 3298 94 3323 3204 3300 96282 96257 96232 203 107 148 124 110 98 cat_boundaries=0 5 8 13 14 18 22 cat_threshold=256 0 0 134217736 2147483648 32768 536870912 512 1074823168 536920066 4224 38928672 134283264 1307 1073741824 536870914 4096 32 0 0 0 4325632 is_linear=0 shrinkage=0.01 Tree=622 num_leaves=24 num_cat=2 split_feature=25 10 8 16 1 5 1 6 6 1 1 24 13 1 10 1 1 2 6 5 2 26 26 split_gain=255048 163376 141300 197695 110007 107579 303365 186018 159229 106916 122843 530026 532680 347396 122517 689823 166215 93846.2 88396.1 63635.5 34515.3 62951.3 27054.3 threshold=0 617.48075000000006 522.5150000000001 89.607500000000016 252.45450000000002 764.58775000000003 205.81150000000002 193.04400000000001 264.01000000000005 1449.0631000000001 470.21364 1 245.62500000000003 891.44875000000013 450.66846000000004 122.82375000000002 383.96180000000004 6.6432485000000012 80.115250000000017 22.173850000000005 4.3062000000000014 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=22 5 3 4 18 9 7 20 -8 10 14 13 -13 -12 16 -16 -2 -11 19 -3 21 -7 -1 right_child=1 2 -4 -5 -6 6 8 -9 -10 17 11 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.66919028190466079 0.00030589838044404018 -0.20278298233128803 -0.88336510744961827 0.69369658573814064 -0.99284383869171144 -0.47543478812490192 -0.3816772613525391 0.87011959075927736 -1.6435376329421996 -0.070585370063781738 1.1189622128727925 -0.193175953280251 1.3067506269308238 -0.20568402657142051 -0.011145974113827659 2.0152025198936463 -0.32531919390532621 -0.99808591771125788 0.32484129383013804 -0.83423293209075922 -0.51331641455491384 0.10034569562491724 -0.35506785569519833 leaf_weight=52 102360 79 33 23 20 28 20 20 20 24 83 265 26 26 105 20 157 20 26 20 24 59 58 leaf_count=52 102360 79 33 23 20 28 20 20 20 24 83 265 26 26 105 20 157 20 26 20 24 59 58 internal_value=0 -0.000310243 -0.285132 -0.167622 -0.304245 0.000244161 -0.25037 -0.0176258 -1.01261 0.000659882 0.000870328 0.175775 -0.0571964 0.735513 0.000188718 0.31307 -0.000192781 -0.492177 -0.194069 -0.330349 -0.17758 -0.084963 -0.461599 internal_weight=0 103458 201 168 145 103257 171 131 40 103086 103042 400 291 109 102642 125 102517 44 125 99 111 87 110 internal_count=103568 103458 201 168 145 103257 171 131 40 103086 103042 400 291 109 102642 125 102517 44 125 99 111 87 110 cat_boundaries=0 5 6 cat_threshold=256 0 0 134217736 2147483648 1314 is_linear=0 shrinkage=0.01 Tree=623 num_leaves=34 num_cat=2 split_feature=10 8 16 4 0 8 6 24 2 15 0 24 0 0 0 6 6 1 1 1 6 2 0 1 4 6 1 19 4 6 2 10 1 split_gain=163798 137133 195290 120076 474076 241112 145988 149674 127762 110172 107620 467809 525029 262993 234810 127254 207608 203335 106650 88759.8 98384.4 721172 93020.6 90146.3 324360 88019.1 68798 65792.8 51791.2 51755.3 41635.8 30849.6 20577.9 threshold=617.48075000000006 522.5150000000001 89.607500000000016 522.5150000000001 594.30750000000012 551.49600000000009 396.21550000000008 0 277.77250000000009 16.689500000000006 384.29599999999999 1 468.26850000000007 883.10000000000014 658.11750000000018 372.84853050000009 228.27997500000004 602.65050000000008 252.45450000000002 765.46000000000015 884.13250000000005 35.997000000000007 75.328920000000011 470.21364 151.97640000000001 80.115250000000017 26.032500000000002 909.65338200000008 35.830500000000008 1424.6500000000003 3.1373300000000004 1092.2834 1083.8250000000003 decision_type=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 2 2 2 left_child=3 2 18 10 5 6 7 8 -5 -9 19 12 26 14 -14 16 17 -13 25 20 23 29 28 27 -25 30 -12 -1 32 -22 31 -2 -21 right_child=1 -3 -4 4 -6 -7 -8 9 -10 -11 11 15 13 -15 -16 -17 -18 -19 -20 22 21 -23 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 -34 leaf_value=-0.00092090998321902879 -0.28387981752554575 -0.87453144687594786 0.6867596116273299 -0.2168500849875537 -1.5408752385775248 0.97889137029647832 -0.79359325274825099 0.020469664737878257 -1.0849355052766345 0.81029481315612806 1.2029310737956653 -0.078745461739689479 0.31605414221684142 0.97713385254996166 -0.91280736539674845 -0.61467642770094033 1.015757740497589 0.84987456836700448 -0.98291539478302004 -0.13320969295501708 0.012105567482384769 1.8181408945719399 0.2225700940805323 0.073967782338460297 1.3872733456747872 0.32159284270726718 2.013306390285492 0.55886803925037387 -0.83435490322113037 -0.55767252349853513 0.043049808377804963 -0.69266074117024745 -0.4186997287413653 leaf_weight=101897 48 33 23 88 24 20 32 151 21 20 22 415 48 35 23 34 20 25 20 50 44 24 34 180 21 26 20 21 20 25 23 30 51 leaf_count=101897 48 33 23 88 24 20 32 151 21 20 22 415 48 35 23 34 20 25 20 50 44 24 34 180 21 26 20 21 20 25 23 30 51 internal_value=0 -0.284615 -0.170102 -0.000279014 -0.183617 -0.0855024 -0.153733 -0.0806058 -0.351819 0.106612 0.000354605 0.129424 0.601939 0.267695 -0.0820278 -0.023842 0.0193101 -0.025983 -0.304169 -0.000454858 -9.22453e-05 0.325013 -0.239573 -0.000388319 0.211179 -0.197279 1.58882 -0.000805567 -0.369432 -0.194336 -0.330851 -0.441103 -0.277368 internal_weight=0 203 170 103365 356 332 312 280 109 171 103009 642 148 106 71 494 460 440 147 102367 102212 93 155 102119 201 127 42 101918 121 69 101 78 101 internal_count=103568 203 170 103365 356 332 312 280 109 171 103009 642 148 106 71 494 460 440 147 102367 102212 93 155 102119 201 127 42 101918 121 69 101 78 101 cat_boundaries=0 1 2 cat_threshold=2456 2320 is_linear=0 shrinkage=0.01 Tree=624 num_leaves=22 num_cat=4 split_feature=25 22 4 0 6 9 0 24 4 25 1 11 6 1 3 25 10 3 10 0 26 split_gain=249820 158229 127789 605087 197166 210408 116338 407293 347085 256145 179353 147534 117603 100465 92580.4 92329.8 78322.6 62993.4 47768.6 44354.6 26487.1 threshold=0 550.81750000000011 553.21400000000006 594.30750000000012 176.37682000000004 79.745000000000019 261.90500000000003 1 370.75000000000006 2 765.46000000000015 22.723000000000003 1424.6500000000003 11.157000000000002 471.50829000000004 3 52.280000000000008 241.37250000000003 63.970000000000006 48.737500000000004 2022.5000000000002 decision_type=9 2 2 2 2 2 2 1 2 9 2 2 2 2 2 9 2 2 2 2 2 left_child=20 2 6 4 5 16 10 14 9 -9 12 19 15 -6 17 -2 -4 -8 -15 -12 -1 right_child=1 -3 3 -5 13 -7 7 8 -10 -11 11 -13 -14 18 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.66224825822390043 0.066320594738348546 -0.78031234741210942 0.012681917793610518 -1.6322063578499688 -0.057427237584040718 0.78678750882829951 -0.30018282440936928 0.33487469681697646 1.1150282322443448 -0.0051034337508226351 -0.30569638459187631 -1.1487295484542848 0.60602635294198992 -0.50229746437072753 -0.93658292611440019 -0.0016553322166866201 -0.64889565908908853 0.29407706117630006 -1.1851684088934036 0.20774004149436953 -0.35143592776923344 leaf_weight=52 2029 26 170 27 26 35 165 400 39 491 106 20 32 20 21 99770 20 20 21 20 58 leaf_count=52 2029 26 170 27 26 35 165 400 39 491 106 20 32 20 21 99770 20 20 21 20 58 internal_value=0 -0.000298941 -0.000102895 -0.199942 -0.0675069 0.0742914 0.000515346 0.101154 0.189604 0.151225 -0.000605746 -0.350847 -0.000103588 -0.543695 -0.293134 -0.000294122 -0.0569578 -0.235939 -0.852061 -0.224199 -0.456835 internal_weight=0 103458 103432 319 292 225 103113 1136 930 891 101977 146 101831 67 206 101799 190 185 41 126 110 internal_count=103568 103458 103432 319 292 225 103113 1136 930 891 101977 146 101831 67 206 101799 190 185 41 126 110 cat_boundaries=0 5 6 11 16 cat_threshold=256 0 0 134217736 2147483648 1152 1081856 512 32 33554432 16777280 1073741824 536920064 4096 5407008 65536 is_linear=0 shrinkage=0.01 Tree=625 num_leaves=18 num_cat=2 split_feature=16 22 7 14 0 11 3 14 5 0 25 24 4 0 4 6 14 split_gain=226786 142380 110764 115631 111650 204546 293517 142001 353678 106041 96785.9 511196 77798.2 50884.4 36472.7 16670.9 937.076 threshold=1079.5035000000003 550.81750000000011 769.5200000000001 188.17080000000001 883.10000000000014 145.75200000000004 180.91300000000004 766.49265000000003 27.185999999999996 468.26850000000007 0 1 1468.3681000000001 45.160750000000007 42.924500000000009 76.951000000000008 1018.0250000000002 decision_type=2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 left_child=1 2 4 9 7 6 14 10 16 13 11 -1 -12 15 -6 -4 -9 right_child=-2 -3 3 -5 5 -7 -8 8 -10 -11 12 -13 -14 -15 -16 -17 -18 leaf_value=0.52017345276948446 0.86978915087381992 0.78691218998121171 -0.21270872858506218 -0.97164780503511428 0.25379399790347201 -0.66858554295131145 1.3293179589730721 -0.088596251010894772 1.3055514526367187 -0.8366103253364563 -0.0012320698629989797 -0.084878012714748138 0.45739766043585706 0.4099262704849243 -0.21286858749389648 0.079217675282404976 -0.0081581407388051346 leaf_weight=204 30 23 79 20 103 21 27 28 29 20 102481 399 37 20 20 26 30 leaf_count=204 30 23 79 20 103 21 27 28 29 20 102481 399 37 20 20 26 30 internal_value=0 0.00020779 3.30416e-05 -0.258854 0.000446244 0.255758 0.385167 2.323e-05 0.403857 -0.160538 -0.000317472 0.124962 -0.00106644 -0.0523664 0.177914 -0.140422 -0.0469903 internal_weight=0 103567 103544 165 103379 171 150 103208 87 145 103121 603 102518 125 123 105 58 internal_count=103597 103567 103544 165 103379 171 150 103208 87 145 103121 603 102518 125 123 105 58 cat_boundaries=0 5 6 cat_threshold=0 536870912 4096 1179648 2147483648 1094 is_linear=0 shrinkage=0.01 Tree=626 num_leaves=22 num_cat=3 split_feature=4 2 8 5 0 2 25 2 4 25 18 9 4 6 4 8 26 26 4 25 9 split_gain=162927 1.00682e+06 186142 307471 146334 121256 95811.6 123760 124012 93215.1 103658 99282 92640.2 89086.4 73841.2 131829 61090.7 35261.3 4915.26 3519.95 1751.35 threshold=904.34825000000012 466.65428000000003 901.21050000000014 225.12000000000003 1438.4900000000002 4.402000000000001 0 381.19000000000005 23.829300000000003 1 1018.0250000000002 551.9285000000001 1468.3681000000001 303.53610000000003 25.464445000000001 1449.0631000000001 2022.5000000000002 2022.5000000000002 1086.5100000000002 2 5.0070000000000006 decision_type=2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 9 2 left_child=2 5 4 14 6 12 7 8 13 16 11 -11 18 -1 15 -4 19 -6 -2 -8 -18 right_child=1 -3 3 -5 17 -7 9 -9 -10 10 -12 -13 -14 -15 -16 -17 20 -19 -20 -21 -22 leaf_value=0.20521985715696381 -0.13563766921559969 2.4186212682723998 0.076302817208426341 -1.4451787940315577 0.24190721521010766 -0.46865095408339252 -0.05541295741586124 -0.64866726064682012 -0.55328589876492817 -0.00053425371601124568 0.71991317504644403 0.21508319547800259 0.65842178519566863 -0.44366224895824086 0.39446837615966801 -0.89828631722408792 -0.23755260248727436 0.74505509853363039 0.051276409485760857 0.018284275829792022 -0.33499866080284124 leaf_weight=553 24 20 35 23 26 38 160 20 24 101922 20 214 30 22 20 23 237 30 34 102 20 leaf_count=553 24 20 35 23 26 38 160 20 24 101922 20 214 30 22 20 23 237 30 34 102 20 internal_value=0 0.334277 -1.56898e-05 -0.429106 0.000403644 0.00342866 0.000126584 0.12317 0.150997 -0.000627146 5.84721e-05 -8.24822e-05 0.207281 0.180393 -0.129495 -0.310172 -0.133029 0.511451 -0.0260673 -0.0281388 -0.245136 internal_weight=0 146 103451 101 103350 126 103294 619 599 102675 102156 102136 88 575 78 58 519 56 58 262 257 internal_count=103597 146 103451 101 103350 126 103294 619 599 102675 102156 102136 88 575 78 58 519 56 58 262 257 cat_boundaries=0 5 10 15 cat_threshold=0 536870912 4096 1179648 2147483648 1073742080 2 0 134217736 32 1073741824 0 0 0 32 is_linear=0 shrinkage=0.01 Tree=627 num_leaves=25 num_cat=8 split_feature=4 11 8 5 4 0 1 25 24 26 25 24 24 25 24 26 18 9 4 8 1 4 24 1 split_gain=159685 796741 182437 301352 166856 143422 158858 93905.1 576879 685621 267067 568173 190241 91369.9 272114 154204 101596 97306.3 72371.7 129206 52291.4 94033.3 20892 11490.4 threshold=904.34825000000012 236.36250000000004 901.21050000000014 225.12000000000003 1086.5100000000002 1438.4900000000002 6.6537000000000015 0 1 2022.5000000000002 2 3 4 5 6 2022.5000000000002 1018.0250000000002 551.9285000000001 25.464445000000001 1449.0631000000001 43.311250000000008 1468.3681000000001 7 23.473660500000005 decision_type=2 2 2 2 2 2 2 9 1 2 9 1 1 9 1 2 2 2 2 2 2 2 1 2 left_child=2 4 5 18 23 7 -7 8 9 -1 12 -12 -10 14 15 -9 17 -15 19 -4 21 -6 -16 -2 right_child=1 -3 3 -5 20 6 -8 13 10 -11 11 -13 -14 16 22 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=1.7730746014912924 -0.68129435873031607 2.0847408525510267 0.075539797374180387 -1.4307270298833432 -0.2651595761699061 0.093777305603027342 1.1939343630699883 0.59426077991292103 -0.52254436074233634 0.11538821356637138 0.67981149811781094 -0.2858568516424147 -0.003238023501890962 -0.00052891124047534273 -0.38448343035200949 -0.09002941532740516 0.71271408140659331 0.21293236079060029 0.39052368164062501 -0.8893034476300945 0.69176027839834031 0.51372837681924144 -0.19021807157993315 -0.34231897950172424 leaf_weight=45 20 22 35 23 31 35 21 69 113 56 121 108 176 101922 132 63 20 214 20 23 22 31 255 20 leaf_count=45 20 22 35 23 31 35 21 69 113 56 121 108 176 101922 132 63 20 214 20 23 22 31 255 20 internal_value=0 0.330934 -1.55689e-05 -0.424815 0.0197749 0.000399571 0.506336 0.000125282 0.121938 0.777028 -0.0180891 0.231482 -0.216974 -0.00062091 -0.131706 0.248818 5.78873e-05 -8.16575e-05 -0.1282 -0.30707 0.272909 0.124284 -0.264495 -0.511807 internal_weight=0 146 103451 101 124 103350 56 103294 619 101 518 229 289 102675 519 132 102156 102136 78 58 84 62 387 40 internal_count=103597 146 103451 101 124 103350 56 103294 619 101 518 229 289 102675 519 132 102156 102136 78 58 84 62 387 40 cat_boundaries=0 5 6 10 11 12 17 18 19 cat_threshold=0 536870912 4096 1179648 2147483648 66 0 536870912 0 131072 3220 1052 1073742080 2 0 134217736 32 3328 74 is_linear=0 shrinkage=0.01 Tree=628 num_leaves=18 num_cat=1 split_feature=16 22 7 2 8 0 2 14 6 8 25 6 14 10 1 0 7 split_gain=220069 138429 108912 423507 143826 106360 253596 138892 331108 143558 113526 86015.5 84584.7 70190.1 68810.3 153346 2888.37 threshold=1079.5035000000003 550.81750000000011 769.5200000000001 466.65428000000003 82.218500000000006 883.10000000000014 329.85800000000006 766.49265000000003 53.40420000000001 679.47498000000007 0 108.01500000000001 1018.0250000000002 36.122500000000009 191.05350000000001 1077.3535000000002 883.10000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 5 4 13 7 14 9 12 10 -1 -11 -9 16 15 -7 -4 right_child=-2 -3 3 -5 -6 6 -8 8 -10 11 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.13730270597090324 0.85680409888426468 0.77591209909190295 -0.21977852249145508 -1.6208237953186035 0.47948858241240183 -0.58451702226911273 1.1017803721592345 -0.37380460985501607 1.3709288589477537 -0.15905870729022556 -0.00065349404851450233 -0.6820822184862092 0.36530036009382455 -0.7270905912915866 0.5197716437918799 0.21061941877196105 -0.082353964438805216 leaf_weight=590 30 23 20 20 36 35 29 30 25 117 102371 43 32 24 28 79 65 leaf_count=590 30 23 20 20 36 35 29 30 25 117 102371 43 32 24 28 79 65 internal_value=0 0.000197591 2.52837e-05 -0.256689 -0.0685322 0.000435017 0.249626 2.2145e-05 0.39941 -0.000314806 0.000150312 -0.299621 0.00766892 -0.24953 0.0755947 -0.0335014 -0.114689 internal_weight=0 103567 103544 165 145 103379 171 103208 87 103121 102961 160 62 109 142 114 85 internal_count=103597 103567 103544 165 145 103379 171 103208 87 103121 102961 160 62 109 142 114 85 cat_boundaries=0 5 cat_threshold=0 536870912 4096 1179648 2147483648 is_linear=0 shrinkage=0.01 Tree=629 num_leaves=17 num_cat=6 split_feature=16 22 6 25 24 25 24 25 24 10 16 5 5 10 0 1 split_gain=215689 135675 101408 91165.2 273831 294464 650814 186423 179859 114237 178964 158079 127618 112421 97357.6 93900 threshold=1079.5035000000003 550.81750000000011 1424.6500000000003 0 1 2 3 4 5 553.80150000000015 259.21600000000007 106.89600000000002 1424.6500000000003 400.0485000000001 39.845500000000008 273.37500000000006 decision_type=2 2 2 9 1 9 1 9 1 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 15 -7 12 11 -11 13 -5 -9 -6 right_child=-2 -3 -4 9 7 8 -8 14 -10 10 -12 -13 -14 -15 -16 -17 leaf_value=0.91136230271995855 0.84823607768615095 0.76815300568290379 -0.47994923439892861 -0.0012175577149095005 0.090781052656226116 0.22792617398995815 -0.065801673021247925 -0.25840137541772212 -0.08637903759214613 -0.17086091829564914 0.52087907614531337 -0.8430751434961955 0.62117100773435652 0.26489537976260452 0.45771294116973876 -0.57556411309675737 leaf_weight=142 30 23 44 101158 546 363 129 374 350 129 27 48 33 159 20 22 leaf_count=142 30 23 44 101158 546 363 129 374 350 129 27 48 33 159 20 22 internal_value=0 0.000195747 2.51627e-05 0.00022921 0.0678511 0.184407 0.460429 -0.052041 0.0745782 -0.00107315 -0.237475 -0.353156 -0.000597422 -0.000799938 -0.216554 0.0638478 internal_weight=0 103567 103544 103500 1946 984 271 962 713 101554 204 177 101350 101317 394 568 internal_count=103597 103567 103544 103500 1946 984 271 962 713 101554 204 177 101350 101317 394 568 cat_boundaries=0 6 7 13 14 18 19 cat_threshold=0 536887296 4096 7471360 2147483680 1 1734 0 0 4096 131072 2147483680 1 196 0 16384 0 7340032 1538 is_linear=0 shrinkage=0.01 Tree=630 num_leaves=21 num_cat=5 split_feature=25 24 11 2 10 7 3 4 10 9 12 25 24 25 12 9 3 2 26 26 split_gain=228422 214258 169447 121806 297466 492705 440384 192182 141596 183150 135931 95342.2 418479 337693 283193 116845 258369 148359 72890.2 11486.3 threshold=0 1 1429.7025000000001 654.54975000000002 129.93500000000003 109.06105000000001 233.25100000000003 53.282000000000004 1092.2834 86.280000000000015 143.12500000000003 2 3 4 482.25000000000006 396.91800000000006 169.67250000000004 362.00600000000003 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 2 2 9 1 9 2 2 2 2 2 2 left_child=1 18 3 8 5 6 7 -5 11 -10 -6 12 13 -2 -14 17 -17 -13 -1 -3 right_child=2 19 -4 4 10 -7 -8 -9 9 -11 -12 15 14 -15 -16 16 -18 -19 -20 -21 leaf_value=0.3318777304429274 0.63358272797182991 -0.49363231730839569 0.77865895160606924 -0.29667511065510938 -1.4575824046134949 1.2361777070852427 0.82360624833540486 -1.2500928840637207 0.066448275917454766 1.212954456806183 -0.39327117438117659 -0.0010337076062925097 -0.048435836133937683 0.12999939364646915 1.1185992524737405 -0.032737550154599275 -0.66640530061154135 0.19616361372834243 -0.1417016136096074 -0.35806205205018482 leaf_weight=65 142 126 28 137 24 26 33 25 38 22 24 98365 2108 1269 21 275 84 383 65 124 leaf_count=65 142 126 28 137 24 26 33 25 38 22 24 98365 2108 1269 21 275 84 383 65 124 internal_value=0 -0.241631 0.000839164 0.00062775 -0.211887 -0.0569103 -0.229322 -0.443807 0.00118435 0.486834 -0.925427 0.000900472 0.0518202 0.184781 -0.0367518 -0.000923463 -0.181005 -0.000268866 0.0882961 -0.40999 internal_weight=0 380 103004 102976 269 221 195 162 102707 60 48 102647 3540 1411 2129 99107 359 98748 130 250 internal_count=103384 380 103004 102976 269 221 195 162 102707 60 48 102647 3540 1411 2129 99107 359 98748 130 250 cat_boundaries=0 5 6 12 13 17 cat_threshold=1073741824 0 4096 32 2147483648 2433 256 536887296 264 140640520 1572912 641 626 0 536870912 0 131072 is_linear=0 shrinkage=0.01 Tree=631 num_leaves=26 num_cat=4 split_feature=25 7 2 7 12 2 0 5 6 2 25 5 14 25 13 6 3 3 4 4 25 2 5 6 7 split_gain=223878 112213 222498 201368 1.9258e+06 109970 333355 266310 365507 135595 278454 665162 415025 127592 264555 210680 111249 88105.2 72538.3 87496.9 46214.2 46152 32251 5201.33 2965.44 threshold=0 769.5200000000001 537.86000000000013 543.52500000000009 159.01650000000004 654.54975000000002 594.30750000000012 25.210500000000007 4.4342985000000015 362.00600000000003 1 298.26650000000006 212.46364000000003 2 280.30300000000005 1424.6500000000003 270.18175000000008 169.67250000000004 370.75000000000006 53.282000000000004 3 13.551500000000003 5.9694960000000004 0.45700000000000007 670.0675 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 9 2 2 2 2 left_child=20 3 18 5 17 9 7 16 -9 13 11 -11 -12 14 -2 -15 -7 21 19 22 -1 24 23 -3 -5 right_child=1 2 -4 4 -6 6 -8 8 -10 10 12 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.14464258961005561 0.041324694700655529 -0.24230814111232757 -1.2195308594476608 -0.24086262782414752 2.8938676118850708 -0.38282428851274597 -1.2578327405011214 -0.27868849500020348 1.2957080814756197 1.026682369853114 -0.090359335667568888 -0.76063692569732666 1.3666788623446511 -0.0022467803150715551 0.67864320155346036 0.99948041984013147 0.41243917411565784 0.2879342947006226 0.44030576801300053 -0.81493127596378334 -0.39596546206913941 -0.67487605946404605 0.20438851903986049 -0.062554763013666331 -0.091729110876719158 leaf_weight=249 4960 60 21 30 25 146 27 30 29 91 283 27 21 96976 66 21 20 30 20 20 131 28 27 22 24 leaf_count=249 4960 60 21 30 25 146 27 30 29 91 283 27 21 96976 66 21 20 30 20 20 131 28 27 22 24 internal_value=0 0.000831513 -0.255876 0.00125597 0.384385 0.000744866 -0.207897 -0.0819053 0.495167 0.0012581 0.180141 0.56946 0.00996358 0.00051818 0.0495951 -0.0020297 -0.287009 -0.175767 -0.120058 -0.206937 -0.239214 -0.345414 -0.095378 -0.194082 -0.174581 internal_weight=0 103004 170 102834 137 102697 252 225 59 102445 422 118 304 102023 5026 96997 166 112 149 129 380 82 109 82 54 internal_count=103384 103004 170 102834 137 102697 252 225 59 102445 422 118 304 102023 5026 96997 166 112 149 129 380 82 109 82 54 cat_boundaries=0 5 10 16 17 cat_threshold=1073741824 0 4096 32 2147483648 32768 0 0 0 8192 256 537051136 264 140640522 1589298 641 1073741824 is_linear=0 shrinkage=0.01 Tree=632 num_leaves=12 num_cat=2 split_feature=25 11 22 16 16 3 13 10 25 26 26 split_gain=219679 165655 152123 96770.7 367276 120297 351973 123739 45383.6 40919.4 26094.6 threshold=0 1429.7025000000001 550.81750000000011 1373.8950000000002 1079.5035000000003 1077.3535000000002 6.051000000000001 1092.2834 1 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 9 2 2 left_child=8 2 3 4 5 7 -7 -2 9 -1 -10 right_child=1 -3 -4 -5 -6 6 -8 -9 10 -11 -12 leaf_value=-0.021325700664520265 0.00074816029654647541 0.7698898589611054 -0.74989902955514409 -0.69471720695495609 1.2928750762614336 -0.056792752995210541 -1.5312252254486083 0.45127092369267197 -0.56229560736453887 -0.27771416512708508 -0.28001392672612119 leaf_weight=125 102741 28 27 20 22 85 20 61 66 124 65 leaf_count=125 102741 28 27 20 22 85 20 61 66 124 65 internal_value=0 0.000823198 0.000614163 0.000810997 0.000946144 0.000669948 -0.337637 0.00101549 -0.236961 -0.143252 -0.392287 internal_weight=0 103004 102976 102949 102929 102907 105 102802 380 249 131 internal_count=103384 103004 102976 102949 102929 102907 105 102802 380 249 131 cat_boundaries=0 5 6 cat_threshold=1073741824 0 4096 32 2147483648 1073741824 is_linear=0 shrinkage=0.01 Tree=633 num_leaves=25 num_cat=0 split_feature=11 2 20 2 6 10 18 11 3 5 0 2 8 3 18 13 1 15 11 26 0 9 3 20 split_gain=138123 995725 108216 205737 77364.8 212270 187138 220790 364119 351706 140584 124437 188022 380209 97757.3 99915.2 89357.7 66130 48632.3 40947.1 34107 40567 13890.3 4813.49 threshold=1085.9700000000003 16.306000000000001 256.18250000000006 236.40400000000002 52.76986800000001 897.08550000000014 262.14225000000005 53.047500000000007 130.1901 764.58775000000003 1438.4900000000002 654.54975000000002 27.114500000000003 233.25100000000003 887.50750000000005 280.30300000000005 169.65250000000003 83.289000000000016 1429.7025000000001 2022.5000000000002 119.88800000000002 167.73300000000003 7.7340000000000009 393.37500000000006 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=2 18 4 20 10 6 7 9 -9 -6 11 14 13 -13 15 -1 17 -8 -2 -12 21 22 23 -4 right_child=1 -3 3 -5 5 -7 16 8 -10 -11 19 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.0021317049163391095 -0.060806209390813652 2.3114143881797791 -0.064570409821909522 -1.0859442942619324 0.02838702090112968 0.8425357058553985 -0.4949488205068252 0.40436236001913617 -0.19911967965590693 -0.92699734956790236 0.24363675739454188 -0.32699512253958601 -1.0113274737766811 0.98622862522418686 0.65047575598177698 0.17034928646214995 -0.95373013416926078 0.21877698171706428 -0.73359035611152645 0.83409729411204658 0.27604936528205876 -0.58233370590209954 0.14478765895962714 -0.20524617637906756 leaf_weight=98661 22 20 43 25 3212 33 34 370 137 39 23 145 28 26 23 337 24 21 21 24 20 20 20 56 leaf_count=98661 22 20 43 25 3212 33 34 370 137 39 23 145 28 26 23 337 24 21 21 24 20 20 20 56 internal_value=0 0.468018 -0.000358328 -0.242657 7.39413e-05 0.0439383 0.03707 0.0471956 0.241291 0.0169259 -0.00163614 -0.00189515 -0.251706 -0.127324 -0.00139311 -0.00154456 -0.444601 -0.222435 -0.389375 0.545149 -0.110064 -0.16562 -0.0955845 -0.144145 internal_weight=0 63 103321 184 103137 3870 3837 3758 507 3251 99267 99220 199 171 99021 98998 79 55 43 47 159 139 119 99 internal_count=103384 63 103321 184 103137 3870 3837 3758 507 3251 99267 99220 199 171 99021 98998 79 55 43 47 159 139 119 99 is_linear=0 shrinkage=0.01 Tree=634 num_leaves=23 num_cat=5 split_feature=25 24 7 7 12 12 22 3 6 25 24 4 26 10 1 10 6 24 6 26 7 26 split_gain=215283 210201 109404 197606 1.88762e+06 172226 93270.4 86721.5 83952.3 85132.4 255934 88521.4 71090.7 48428.8 157756 36903.7 28392.8 12157.9 11537 11490.7 6774.82 2043.17 threshold=0 1 769.5200000000001 543.52500000000009 159.01650000000004 228.79300000000003 524.87500000000011 169.67250000000004 1424.6500000000003 2 3 783.3660000000001 2022.5000000000002 36.122500000000009 21.000235000000004 35.16190000000001 48.820275000000002 4 4.4342985000000015 2022.5000000000002 1092.2834 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 1 2 2 2 2 left_child=1 12 3 6 7 13 8 15 9 10 -2 -11 -1 14 16 18 20 21 -5 -19 -4 -3 right_child=2 17 5 4 -6 -7 -8 -9 -10 11 -12 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 leaf_value=0.3326730687801655 0.13518467976320353 -0.31646535304284867 -0.032674195315386796 -0.12399718703293219 2.8652517562866211 -1.07821065956896 -0.5663088147393589 0.28624197371800741 0.49771524355692026 -0.0010997941616222109 -0.0091298173139658587 -0.26122450465464409 -0.13502401282237128 -0.45497363403865271 0.69025244812170672 -0.71562819671630862 -0.54470192954653784 -0.64658352106809613 -0.41222792738959901 -0.45708809789270166 -0.23308520878514938 -0.23460750595728555 leaf_weight=65 1832 62 37 41 25 22 29 30 34 96976 3695 131 65 35 24 20 21 64 21 64 31 60 leaf_count=65 1832 62 37 41 25 22 29 30 34 96976 3695 131 65 35 24 20 21 64 21 64 31 60 internal_value=0 -0.234577 0.000815645 0.00123476 0.380769 -0.252659 0.000728449 -0.173803 0.000888616 0.000724031 0.038863 -0.00145056 0.0917656 -0.129942 -0.0292679 -0.342113 -0.223296 -0.401278 -0.221624 -0.511848 -0.124038 -0.255283 internal_weight=0 380 103004 102834 137 170 102697 112 102668 102634 5527 97107 130 148 113 82 89 250 62 128 68 122 internal_count=103384 380 103004 102834 137 170 102697 112 102668 102634 5527 97107 130 148 113 82 89 250 62 128 68 122 cat_boundaries=0 5 6 12 13 14 cat_threshold=1073741824 0 4096 32 2147483648 2433 384 537018368 264 207749384 1572914 897 1602 1584 is_linear=0 shrinkage=0.01 Tree=635 num_leaves=43 num_cat=5 split_feature=24 25 6 16 7 2 7 26 4 1 2 2 5 3 25 5 1 5 5 11 3 6 25 2 2 6 5 2 2 4 25 4 2 1 3 6 3 4 5 6 6 26 split_gain=130391 347763 232046 904304 359233 334967 694923 257528 224331 323339 638141 220236 319294 300268 217771 172385 142183 140838 132559 273855 443480 155726 123199 455679 195075 103042 97245.7 91099.5 76655 72669.5 62182.8 107546 40983.6 33506.4 31028.3 30976.1 28700.8 23169 20938.5 4715.94 7953.7 65.7039 threshold=0 1 550.73124000000007 311.24850000000009 520.34250000000009 25.999000000000002 7.7340000000000009 2022.5000000000002 448.18200000000007 470.21364 4.402000000000001 654.54975000000002 318.54282000000006 270.18175000000008 2 35.830500000000008 242.38250000000002 60.451250000000009 388.83500000000009 3.1373300000000004 334.76100000000002 82.242500000000007 3 329.85800000000006 505.12500000000006 228.27997500000004 160.32750000000001 537.86000000000013 654.54975000000002 236.10250000000005 4 55.872930000000004 48.856000000000009 470.21364 270.18175000000008 884.13250000000005 66.588000000000022 9.2080380000000037 53.970000000000006 522.5150000000001 396.21550000000008 2022.5000000000002 decision_type=1 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 11 4 5 7 -7 35 9 16 -11 14 13 15 41 36 27 -9 22 20 -20 -21 23 -16 -24 28 39 29 30 -1 31 32 -3 34 -32 -4 -13 -18 -10 40 -27 -2 right_child=2 25 3 -5 -6 6 -8 17 38 10 -12 12 -14 -15 18 -17 37 -19 19 21 -22 -23 24 -25 -26 26 -28 -29 -30 -31 33 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 leaf_value=-0.13857095296350186 0.503387915569803 0.072255358863791502 0.37139529486497247 2.2930077117965335 -0.98104758115915147 1.9480609850729667 -0.069470457246429043 -0.10577343705334241 -1.0515732687711716 -0.34150047632364128 2.0344403343200685 -0.42296930920494641 -1.3044182270970839 0.89324193373970362 0.03142785305508082 0.51028136062622065 -0.46808775302691341 -1.0451702728271486 0.20496330565826068 -0.64768841041968417 1.4695598233130671 0.18224340307712555 0.00019005692310605532 0.6352692511701209 -0.52422000619727127 -0.1886917804181576 -0.85121645358892595 -0.71671496638545285 0.56982261263805889 0.45335898444766087 -0.011292151742753389 0.70942299274297871 -0.25605615079402921 -0.32637777679106772 -0.2867846814597525 0.89729664530072895 -0.84094155287742611 -0.8580670398712158 -0.62934023459752408 -0.26811095082241559 0.056192662602379206 0.48712420075028029 leaf_weight=1676 46 769 24 21 26 31 38 79 23 26 20 92 29 23 7827 20 39 20 263 52 31 40 77152 127 71 36 26 27 23 21 14274 26 40 34 41 21 20 25 24 23 21 54 leaf_count=1676 46 769 24 21 26 31 38 79 23 26 20 92 29 23 7827 20 39 20 263 52 31 40 77152 127 71 36 26 27 23 21 14274 26 40 34 41 21 20 25 24 23 21 54 internal_value=0 -0.025014 0.00514096 0.303435 0.128619 0.264071 0.836957 -0.010436 -0.152968 -0.136299 0.691517 0.00423813 -0.341358 -0.161173 0.00498046 -0.344897 -0.157597 -0.295551 0.0044077 0.189305 0.338305 -0.286848 0.00357031 0.0410177 -0.000292056 -0.00920689 -0.319915 -0.140415 -0.00704716 -0.131246 -0.00792097 0.0754641 0.0560224 -0.012817 -0.0120812 0.616816 -0.497607 -0.620423 -0.835965 -0.147243 -0.0984712 0.449641 internal_weight=0 17194 86107 260 239 213 69 144 1881 1834 46 85847 184 155 85663 132 1788 99 85563 386 294 92 85177 7954 77223 15313 106 1724 15207 1697 15184 835 809 14349 14315 45 112 64 47 80 57 100 internal_count=103301 17194 86107 260 239 213 69 144 1881 1834 46 85847 184 155 85663 132 1788 99 85563 386 294 92 85177 7954 77223 15313 106 1724 15207 1697 15184 835 809 14349 14315 45 112 64 47 80 57 100 cat_boundaries=0 1 6 11 17 23 cat_threshold=136 1074823168 536887298 520 2302208 134766640 0 0 0 0 2147483680 33024 537018370 10 206770472 135881858 768 281034880 32832 16777216 32770 268435456 1 is_linear=0 shrinkage=0.01 Tree=636 num_leaves=33 num_cat=7 split_feature=24 25 0 1 0 11 25 22 16 25 3 14 0 5 3 1 0 3 0 0 1 25 5 25 0 0 25 5 0 0 1 5 split_gain=127796 340842 267190 269243 454808 176357 172097 138314 158507 124038 366853 176784 98743.9 93337 78644.3 78603.5 92510.4 62196.4 60559 139270 109854 49465.7 129269 30546.3 34728.2 27639.6 22245.9 19461 16617.4 5710.22 391.407 42.7189 threshold=0 1 748.92250000000013 470.21364 91.472000000000023 1429.7025000000001 2 550.81750000000011 1079.5035000000003 3 764.58775000000003 415.54000000000002 227.10500000000002 260.7501875000001 58.369000000000007 242.38250000000002 180.52280000000005 66.588000000000022 233.37814 285.35875000000004 59.886000000000003 4 45.697460000000014 5 169.65250000000003 468.26850000000007 6 518.47500000000002 180.52280000000005 384.29599999999999 315.17050000000006 356.30640000000005 decision_type=1 9 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 9 2 2 2 2 2 left_child=1 2 3 12 -5 6 -2 8 9 10 -8 -11 15 18 27 16 -1 25 21 -20 29 22 26 28 -25 -14 -3 31 -23 -21 -17 -15 right_child=5 13 -4 4 -6 -7 7 -9 -10 11 -12 -13 17 14 -16 30 -18 -19 19 20 -22 23 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 leaf_value=-0.13562883607066442 0.38976070371167409 0.15296030232695496 -0.99362971048097348 -0.2231579510918979 1.7092130897158668 0.82855353483786953 0.039924628072084911 -0.78848250129006137 0.6974452161788941 -0.0010498540040384196 -0.60823531497608541 0.396543434478143 -0.47277578516209384 -0.045863887977600097 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1881 1844 50 86107 86081 85975 85953 85920 11436 74484 1794 15313 93 1706 1660 88 15220 103 75 15117 912 14205 11380 68 881 73 2825 50 46 48 internal_count=103301 17194 1881 1844 50 86107 86081 85975 85953 85920 11436 74484 1794 15313 93 1706 1660 88 15220 103 75 15117 912 14205 11380 68 881 73 2825 50 46 48 cat_boundaries=0 1 6 11 17 22 28 32 cat_threshold=136 1074823168 536887298 520 2302208 134766640 0 0 0 0 2147483680 33024 537018882 268435466 240324906 135357570 768 272646272 32832 16842756 32768 285212672 545260036 2160460296 524450 76550688 571474124 1 268435584 0 0 32768 is_linear=0 shrinkage=0.01 Tree=637 num_leaves=24 num_cat=3 split_feature=10 22 3 13 5 7 2 3 17 7 4 24 25 25 6 4 10 2 9 26 1 11 10 split_gain=125785 274734 147777 139329 291155 134324 137756 133160 200590 200554 253796 119375 325697 227814 240184 203944 122873 99319.4 71086.5 59098 36689 10448.1 6403.03 threshold=617.48075000000006 550.81750000000011 1439.8675000000001 442.39000000000004 284.54000000000008 26.311000000000003 59.640000000000008 543.52500000000009 154.45750000000001 301.53500000000008 422.08750000000003 0 1 2 450.66846000000004 615.12750000000017 522.5150000000001 747.71500000000015 147.25100000000003 2022.5000000000002 19.646625000000004 22.149000000000004 786.71250000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 9 9 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 5 6 21 11 9 10 -9 12 15 14 -13 -1 -15 -14 -11 -4 -7 22 -2 right_child=3 -3 19 -5 -6 20 -8 8 -10 18 -12 13 17 16 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.13781696036918539 -0.096565521088513462 1.1179980347373271 0.14841016133626303 -0.91290501735828544 0.79621126106807172 -0.50814958749711514 0.61568522500991818 -0.28615888092347552 0.75537790966033935 -1.3580784025192261 0.76121556722200834 0.052509715662425162 -0.0091354885992086295 0.00051485396587672952 0.48482719547875969 -1.0854290305531544 0.74795753348957406 0.69602239418029788 -0.51495055055618288 0.85018179450716291 -1.1138642747402192 -0.49739072346687319 -0.29645865626254325 leaf_weight=1812 22 22 21 27 28 20 20 210 20 20 26 6762 15260 78688 131 23 22 20 20 28 20 20 59 leaf_count=1812 22 22 21 27 28 20 20 210 20 20 26 6762 15260 78688 131 23 22 20 20 28 20 20 59 internal_value=0 0.000623151 0.000384634 -0.240946 -0.144952 -0.308633 -0.142559 0.000123477 -0.211672 -0.281748 -0.17077 0.000733802 -0.023368 0.00555466 0.0606378 -0.148883 0.000723678 -0.00820714 -0.936514 0.549423 -0.811007 -0.292706 -0.242167 internal_weight=0 103085 103063 216 189 161 121 103014 296 276 236 102718 17115 85603 6893 1835 78710 15280 40 49 40 101 81 internal_count=103301 103085 103063 216 189 161 121 103014 296 276 236 102718 17115 85603 6893 1835 78710 15280 40 49 40 101 81 cat_boundaries=0 1 6 11 cat_threshold=136 1074823168 536887298 520 2302208 134766640 33024 536887298 8 173150506 2282759200 is_linear=0 shrinkage=0.01 Tree=638 num_leaves=22 num_cat=4 split_feature=10 22 0 5 3 3 17 6 4 24 25 6 25 25 4 2 8 2 4 4 6 split_gain=123282 269267 239540 235815 144836 130510 196599 134426 130433 117000 319215 224171 615093 268611 199886 97342.9 97067.7 139761 81585.4 56754.4 14282.6 threshold=617.48075000000006 550.81750000000011 384.29599999999999 284.54000000000008 1439.8675000000001 543.52500000000009 154.45750000000001 612.69872000000009 615.12750000000017 0 1 233.37814 2 3 615.12750000000017 747.71500000000015 329.14500000000004 149.75950000000003 22.184000000000005 7.8873450000000007 5.9694960000000004 decision_type=2 2 2 2 2 2 2 2 2 1 9 2 9 9 2 2 2 2 2 2 2 left_child=1 4 3 16 5 9 7 8 -7 10 14 13 -13 -11 -1 -12 17 18 20 -6 -2 right_child=2 -3 -4 -5 19 6 -8 -9 -10 11 15 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.13643879062095227 -0.10062427693679009 1.1068179694089022 -1.0841733856858879 0.81805442412694296 0.85113532454879193 -0.28201111363239045 0.74782413148880011 -1.0288105912642045 0.54084319341750375 0.47875867258600829 -0.0090441336656415135 0.48286131898901746 -0.090006462657538644 0.0033190757321924654 -1.0745747150545535 0.68906218862533564 -0.861449194279584 0.62712852382659912 -0.85878853332996374 0.16690142458135429 -0.39902967977523801 leaf_weight=1812 81 22 29 24 27 233 20 22 21 109 15260 341 401 84752 23 20 22 20 20 22 20 leaf_count=1812 81 22 29 24 27 233 20 22 21 109 15260 341 401 84752 23 20 22 20 20 22 20 internal_value=0 0.00061692 -0.238537 -0.107395 0.000380788 0.000122242 -0.209555 -0.27893 -0.21398 0.000726464 -0.0231343 0.00549911 0.17856 0.00398656 -0.147394 -0.00812506 -0.243658 -0.147265 -0.275264 0.543928 -0.159714 internal_weight=0 103085 216 187 103063 103014 296 276 254 102718 17115 85603 742 84861 1835 15280 163 141 121 49 101 internal_count=103301 103085 216 187 103063 103014 296 276 254 102718 17115 85603 742 84861 1835 15280 163 141 121 49 101 cat_boundaries=0 1 6 12 17 cat_threshold=136 1074823168 536887298 520 2302208 134766640 32768 0 576 35651584 8256 1024 0 0 0 8 2147483680 is_linear=0 shrinkage=0.01 Tree=639 num_leaves=23 num_cat=1 split_feature=10 22 0 5 3 3 17 7 4 11 0 24 12 8 7 2 26 5 11 3 10 10 split_gain=120829 263908 234773 231122 141954 127914 192686 196183 247068 114854 121070 110976 261011 206672 103508 120196 58153.1 46504.8 22664.8 18558.8 5861.86 6438.9 threshold=617.48075000000006 550.81750000000011 384.29599999999999 284.54000000000008 1439.8675000000001 543.52500000000009 154.45750000000001 301.53500000000008 422.08750000000003 901.21050000000014 205.86150000000001 0 1040.4400000000003 483.25025000000005 26.017500000000002 59.640000000000008 2022.5000000000002 217.92150000000004 1429.7025000000001 40.167000000000009 786.71250000000009 1092.2834 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 14 5 9 7 8 -7 11 18 13 -13 -1 15 20 -6 -9 -11 -16 -2 -22 right_child=2 -3 -4 -5 16 6 -8 17 -10 10 -12 12 -14 -15 19 -17 -18 -19 -20 -21 21 -23 leaf_value=-0.020392293441321933 -0.11758616201082867 1.0957498550415039 -1.0733316574425533 0.80987388213475542 0.14069551740373884 -0.28022824994723006 0.74034592962265011 -0.58276226520538332 0.75317096471786504 0.010188441697288962 -1.0577399730682373 0.0053113181583499206 0.89483183940251665 -0.67076999834605633 -0.4677139301300049 0.61189075672626492 0.83683416025979185 -1.264706758260727 -0.41405806994438171 -0.89851367014646533 -0.38421277579139257 -0.19593651013496594 leaf_weight=17054 30 22 29 24 21 210 20 20 26 34 20 85508 33 49 20 20 28 20 20 20 34 39 leaf_count=17054 30 22 29 24 21 210 20 20 26 34 20 85508 33 49 20 20 28 20 20 20 34 39 internal_value=0 0.000611599 -0.236152 -0.106321 0.000377829 0.000121869 -0.207459 -0.276141 -0.166379 0.000720051 -0.393102 0.00100397 0.00565382 -0.0222426 -0.241221 -0.0975165 0.538489 -0.923735 -0.14694 -0.683114 -0.235265 -0.283627 internal_weight=0 103085 216 187 103063 103014 296 276 236 102718 74 102644 85541 17103 163 123 49 40 54 40 103 73 internal_count=103301 103085 216 187 103063 103014 296 276 236 102718 74 102644 85541 17103 163 123 49 40 54 40 103 73 cat_boundaries=0 1 cat_threshold=136 is_linear=0 shrinkage=0.01 Tree=640 num_leaves=19 num_cat=1 split_feature=4 12 5 8 7 22 13 13 24 5 8 5 16 8 14 11 4 4 split_gain=160851 988438 306334 279298 175608 131465 98099.7 224449 311768 687380 210169 119547 108829 135335 93123.4 86093.9 43237.1 75755.6 threshold=904.34825000000012 178.32800000000003 1424.6500000000003 82.218500000000006 23.075750000000003 465.57500000000005 419.83380000000005 280.30300000000005 0 104.04600000000001 372.84853050000009 65.306500000000014 1079.5035000000003 1449.0631000000001 464.33100000000007 307.11400000000009 1086.5100000000002 1468.3681000000001 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=2 3 5 4 16 6 7 12 9 -9 14 -10 13 -1 15 -8 -2 -18 right_child=1 -3 -4 -5 -6 -7 10 8 11 -11 -12 -13 -14 -15 -16 -17 17 -19 leaf_value=0.00065132789637960492 -0.36454407310423753 2.3973034904003145 -0.88619396246396576 1.0860236523151396 -1.0464394359588622 -0.62147659890791951 -0.087167774064868114 0.35156657987833023 0.1389790217595942 2.4242756714820861 -0.89872263395124008 -0.57811899092048413 -0.61222647042110045 -0.67109961700439458 -0.68814486026763921 0.54602061986923223 0.51906825133732393 -0.18812229055346866 leaf_weight=102658 24 20 39 20 20 34 204 80 85 20 36 32 29 30 23 24 28 33 leaf_count=102658 24 20 39 20 20 34 204 80 85 20 36 32 29 30 23 24 28 33 internal_value=0 0.333204 -9.3424e-05 0.00294802 -0.203352 0.000241261 0.000446049 0.000960817 0.322232 0.696462 -0.184178 -0.0526503 0.0002821 0.000455078 -0.0816935 -0.0205164 -0.00497862 0.13649 internal_weight=0 145 103294 125 105 103255 103221 102934 217 100 287 117 102717 102688 251 228 85 61 internal_count=103439 145 103294 125 105 103255 103221 102934 217 100 287 117 102717 102688 251 228 85 61 cat_boundaries=0 1 cat_threshold=2400 is_linear=0 shrinkage=0.01 Tree=641 num_leaves=35 num_cat=5 split_feature=2 16 24 13 0 5 10 10 10 0 5 25 24 0 25 3 16 3 1 2 13 0 3 24 10 7 0 18 1 17 0 1 0 10 split_gain=192302 1.70571e+06 354934 515663 379966 260374 279534 165198 162037 235280 551984 151480 390115 615204 404426 166426 140963 133119 128395 152029 141601 124440 190739 121387 119404 196414 177277 117613 82216.4 67246 62617.1 43088.3 22588.1 8484 threshold=362.00600000000003 348.30332000000004 0 256.34000000000009 507.61050000000006 260.7501875000001 21.826000000000004 362.01900000000001 671.22124000000008 81.697500000000005 99.021000000000015 1 2 79.824400000000011 3 1077.3535000000002 362.00600000000003 270.18175000000008 205.81150000000002 64.425500000000014 49.6295 658.11750000000018 364.96250000000003 4 4.4150000000000009 52.932000000000009 186.66000000000003 887.50750000000005 198.78000000000003 256.94000000000005 57.761500000000005 24.195078500000005 48.737500000000004 897.08550000000014 decision_type=2 2 1 2 2 2 2 2 2 2 2 9 1 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=8 2 7 4 5 6 -4 24 11 10 33 12 13 14 -1 16 21 29 19 20 -14 27 -23 -16 25 26 -2 -13 -5 -18 -26 -17 -7 -10 right_child=1 -3 3 28 -6 32 -8 -9 9 -11 -12 15 18 -15 23 31 17 -19 -20 -21 -22 22 -24 -25 30 -27 -28 -29 -30 -31 -32 -33 -34 -35 leaf_value=0.69294963853699831 -0.15360217252898517 2.6782321671339187 0.26898982215149342 -0.35871896266937259 1.3168058292682354 -0.18332993125915528 1.250102485671188 0.52711209501538958 -0.32702319425695081 -1.063807142201592 1.3896627832651138 -0.00067235336222763622 -0.051297020074867063 1.6978996687921983 0.2060904455818664 -0.33791800498962404 -0.24882480781592298 -0.93884385390281677 -0.63157170895167758 0.84777166271209725 0.7991901863813401 -0.35247456399949045 0.65404642650059286 -0.088082524782046687 -0.36115084211031595 0.6942590705208157 -1.0037760502922124 0.73057426365939049 -1.2654513301849366 0.2332524617740086 -1.0762542112350464 -0.90186205625534055 -0.63420966510772714 -0.52867645546242048 leaf_weight=130 159 26 242 20 39 20 33 28 34 34 20 100344 924 29 338 42 167 25 35 20 20 182 21 230 24 23 29 22 20 35 25 20 25 54 leaf_count=130 159 26 242 20 39 20 33 28 34 34 20 100344 924 29 338 42 167 25 35 20 20 182 21 230 24 23 29 22 20 35 25 20 25 54 internal_value=0 0.164031 0.0688791 0.258433 0.384909 0.271335 0.386723 -0.195903 -0.000765884 -0.338335 -0.109945 -0.000298611 0.09232 0.267072 0.211451 -0.00189257 -0.00157417 -0.250489 -0.0362381 -0.0149992 -0.0332782 -0.00101233 -0.248352 0.0875081 -0.281301 -0.17803 -0.284746 -0.000512066 -0.812085 -0.165297 -0.725999 -0.519835 -0.433819 -0.450765 internal_weight=0 713 687 399 359 320 275 288 102726 142 108 102584 1726 727 698 100858 100796 227 999 964 944 100569 203 568 260 211 188 100366 40 202 49 62 45 88 internal_count=103439 713 687 399 359 320 275 288 102726 142 108 102584 1726 727 698 100858 100796 227 999 964 944 100569 203 568 260 211 188 100366 40 202 49 62 45 88 cat_boundaries=0 1 7 8 13 14 cat_threshold=2602 1073741824 536870914 4096 5243136 2148007984 1 3086 0 536870912 0 0 2147483680 3080 is_linear=0 shrinkage=0.01 Tree=642 num_leaves=36 num_cat=8 split_feature=2 17 25 8 10 24 4 6 4 1 11 22 25 24 0 25 4 0 0 26 25 4 0 5 4 2 7 15 25 5 0 24 4 2 26 split_gain=188473 991938 304641 355073 395662 577803 844504 385928 252978 331893 161094 160719 152202 511501 527736 430574 246208 175052 213267 469530 127831 256005 128629 113262 149236 136365 119729 110643 112355 106883 82999.7 54756.5 39774.1 8067.37 2411.16 threshold=362.00600000000003 415.54000000000002 0 118.45 362.01900000000001 1 4.5710000000000006 4.5710000000000006 74.439000000000021 242.38250000000002 4.0700000000000012 465.57500000000005 2 3 79.824400000000011 4 79.38300000000001 468.26850000000007 438.09750000000008 2022.5000000000002 5 483.06600000000009 354.51980000000003 4.440100000000001 422.08750000000003 38.648750000000007 440.98528000000005 27.491687000000002 6 232.46600000000004 174.76450000000003 7 54.009400000000007 537.86000000000013 2022.5000000000002 decision_type=2 2 9 2 2 1 2 2 2 2 2 2 9 1 2 9 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 1 2 2 2 left_child=11 2 30 4 5 6 -4 -7 10 -10 -5 12 13 14 15 34 27 18 20 -20 21 -14 -22 24 25 -19 29 28 -15 -25 32 -17 33 -2 -1 right_child=1 -3 3 8 -6 7 -8 -9 9 -11 -12 -13 17 16 -16 31 -18 23 19 -21 22 -23 -24 26 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 leaf_value=0.75069222546695336 -0.26799344147954668 2.3579695863723753 0.94231481756194158 -0.3819689218925707 1.5387647781372069 -0.3467892543997681 -0.398080062467634 0.86590115301070669 0.89506885242462164 -0.52031798723581679 -1.5193496837615967 -0.65970981237050652 -0.032652891504904066 0.057162953672468833 1.7517023027860201 0.17285073317676072 0.75396933179152636 -0.071381878676237881 1.6676741131146751 -0.22321127468142016 0.0014120408330277887 -0.50781095659991971 0.29448547749718029 -0.36214855594635015 0.68565774126486345 -0.64966575306289043 0.14099871635437011 0.65029404413132441 -0.17030023388709128 -1.0826663213457379 -0.99205998134613038 -0.088893919067998081 0.11390322244167328 -0.49297289912765091 0.67504099807143203 leaf_weight=89 28 20 177 33 25 171 64 31 30 37 20 37 8096 349 26 158 38 243 24 29 92389 115 150 50 22 49 24 21 557 35 20 145 20 37 80 leaf_count=89 28 20 177 33 25 171 64 31 30 37 20 37 8096 349 26 158 38 243 24 29 92389 115 150 50 22 49 24 21 557 35 20 145 20 37 80 internal_value=0 0.162391 0.0990261 0.187177 0.314794 0.245721 0.562998 -0.153104 -0.294931 0.113437 -0.811169 -0.000757436 -0.000520008 0.100399 0.357519 0.288295 -0.0345966 -0.00198829 -0.00113662 0.633039 -0.00147024 -0.03926 0.00188689 -0.204992 -0.108583 -0.168423 -0.482723 -0.0672951 -0.083928 -0.658832 -0.376582 0.0487552 -0.276068 -0.396059 0.674944 internal_weight=0 713 693 588 468 443 241 202 120 67 53 102726 102689 1463 498 472 965 101226 100803 53 100750 8211 92539 423 314 292 109 927 906 85 105 303 85 65 169 internal_count=103439 713 693 588 468 443 241 202 120 67 53 102726 102689 1463 498 472 965 101226 100803 53 100750 8211 92539 423 314 292 109 927 906 85 105 303 85 65 169 cat_boundaries=0 5 6 12 13 18 24 29 30 cat_threshold=67109376 536870912 40 2 64 1433 1073741824 536870914 4096 0 2148007984 1 2062 1073741824 536870912 0 0 2147483648 469795138 8389760 134217728 570523690 16384 56 1073741824 2 4096 0 16 6 is_linear=0 shrinkage=0.01 Tree=643 num_leaves=20 num_cat=2 split_feature=4 12 5 8 7 22 13 13 24 5 8 6 25 18 5 14 14 1 4 split_gain=156708 965020 298613 272529 172868 125742 95848.2 220516 304209 671029 204167 164230 406276 146072 116121 92620.6 85342 42852.7 33310.7 threshold=904.34825000000012 178.32800000000003 1424.6500000000003 82.218500000000006 23.075750000000003 465.57500000000005 419.83380000000005 280.30300000000005 0 104.04600000000001 372.84853050000009 181.63000000000002 1 887.50750000000005 65.306500000000014 464.33100000000007 329.28675000000004 114.30865000000001 1468.3681000000001 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 2 left_child=2 3 5 4 17 6 7 11 9 -9 15 13 -13 -1 -10 16 -8 18 -2 right_child=1 -3 -4 -5 -6 -7 10 8 14 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.0013425497430880516 0.31707266317831506 2.3683814988136294 -0.87496040698809496 1.0724300589561464 -1.0377075424194337 -0.60780328722561106 -0.081660300026769231 0.34835939055681231 0.13784886700966778 2.3962678408622744 -0.88632711489995319 0.31248733694547076 -0.044488453066009355 0.7631396026611329 -0.56889729622751473 -0.68586165075716765 0.58738285496121367 -0.40918850016593938 -0.14008760588509697 leaf_weight=101407 37 20 39 20 20 34 207 80 85 20 36 558 727 25 32 23 21 20 28 leaf_count=101407 37 20 39 20 20 34 207 80 85 20 36 558 727 25 32 23 21 20 28 internal_value=0 0.32888 -9.77219e-05 0.00255933 -0.201226 0.000232719 0.000433 0.000941826 0.319385 0.689037 -0.18206 0.000269083 0.112611 -0.00115413 -0.0510831 -0.0810496 -0.0200379 -0.00440629 0.120142 internal_weight=0 145 103294 125 105 103255 103221 102934 217 100 287 102717 1285 101432 117 251 228 85 65 internal_count=103439 145 103294 125 105 103255 103221 102934 217 100 287 102717 1285 101432 117 251 228 85 65 cat_boundaries=0 1 6 cat_threshold=2400 32768 512 576 33554432 8260 is_linear=0 shrinkage=0.01 Tree=644 num_leaves=33 num_cat=2 split_feature=2 16 9 0 25 2 7 5 0 10 0 5 25 0 0 3 26 1 3 16 3 2 0 3 18 5 5 3 1 17 1 10 split_gain=184171 1.65129e+06 293341 727575 308363 976092 302140 188136 165020 158899 229893 540144 145949 235279 215049 162896 147846 139873 139745 137893 130144 124776 120202 187466 113587 110578 112682 127710 108024 65525.8 42304.7 8257.1 threshold=362.00600000000003 348.30332000000004 187.87000000000003 748.92250000000013 0 537.86000000000013 9.3975000000000026 298.26650000000006 186.66000000000003 671.22124000000008 81.697500000000005 99.021000000000015 1 79.824400000000011 354.51980000000003 1077.3535000000002 2022.5000000000002 156.13200000000003 123.09910000000001 362.00600000000003 270.18175000000008 747.71500000000015 658.11750000000018 364.96250000000003 887.50750000000005 476.36400000000003 79.530000000000015 383.96180000000004 438.86250000000007 256.94000000000005 24.195078500000005 897.08550000000014 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 4 5 6 -2 18 21 12 11 31 13 25 -15 19 -16 -10 -4 22 29 -6 24 -24 -14 26 27 -1 -7 -21 -17 -11 right_child=1 -3 7 -5 8 28 -8 -9 17 10 -12 -13 15 14 16 30 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 -32 -33 leaf_value=0.081797976212869758 0.8605613408917967 2.6342923523829533 -0.49977387748266522 2.0289346184730532 -0.13668337146531451 -0.092510780563837366 2.2304681164877755 -0.98165394883406798 -1.126930008301368 -0.32434511479209449 -1.0521554674821743 1.3741615453958511 -0.00064861739683229379 1.5106187597910563 -0.32923518771216986 -0.3340184531893049 0.80892688789367684 -0.056361438502436106 0.42197958091209681 -0.24594521271488715 -0.92834700899124145 0.28366588280464594 -0.34729907617464173 0.65054732754116973 0.71797312042929906 -0.56704622904459634 0.82417849779129027 -0.54676244273330232 -0.91522659420967101 0.2299261176926749 -0.89281097984313962 -0.52328356636895079 leaf_weight=1579 69 26 38 20 220 79 21 38 26 34 34 20 100344 21 21 42 25 23 29 167 25 104 182 21 22 27 20 33 20 35 20 54 leaf_count=1579 69 26 38 20 220 79 21 38 26 34 34 20 100344 21 21 42 25 23 29 167 25 104 182 21 22 27 20 33 20 35 20 54 internal_value=0 0.160524 0.0669024 0.154671 0.0879717 0.405054 1.18021 -0.419589 -0.0813723 -0.000751603 -0.335036 -0.109276 -0.000288876 0.0906229 0.672123 -0.00185347 0.289331 -0.624418 -0.100806 -0.00153846 -0.247727 -0.00175645 -0.000982772 -0.244074 -0.000491097 0.0676848 0.0781859 0.0689304 -0.258716 -0.163492 -0.514274 -0.446421 internal_weight=0 713 687 582 562 189 90 105 373 102726 142 108 102584 1726 67 100858 46 49 67 100796 227 324 100569 203 100366 1659 1632 1612 99 202 62 88 internal_count=103439 713 687 582 562 189 90 105 373 102726 142 108 102584 1726 67 100858 46 49 67 100796 227 324 100569 203 100366 1659 1632 1612 99 202 62 88 cat_boundaries=0 6 12 cat_threshold=32768 512 0 32768 8192 1024 1073741824 536870914 4096 5243136 2148007984 1 is_linear=0 shrinkage=0.01 Tree=645 num_leaves=16 num_cat=5 split_feature=25 11 22 25 24 3 0 1 6 4 2 3 25 4 24 split_gain=459702 178645 178260 132311 355353 123882 247461 211578 209148 104684 85889.4 80039.8 57475.7 55777.6 9289.47 threshold=0 1429.7025000000001 550.81750000000011 1 2 1439.8675000000001 1438.4900000000002 13.903 36.122500000000009 5.0070000000000006 1054.5000000000002 5.0070000000000006 3 17.426900000000007 4 decision_type=9 2 2 9 1 2 2 2 2 2 2 2 9 2 1 left_child=-1 2 3 4 9 6 10 -8 -7 11 -5 -2 13 -6 -14 right_child=1 -3 -4 5 12 8 7 -9 -10 -11 -12 -13 14 -15 -16 leaf_value=-0.46758628991083795 0.12041758188015525 0.77121744422117877 -0.84488484458923341 0.00074214051479107215 -0.38992851514556559 1.0883056245026765 -0.1209472432218749 -1.4052681428453198 -0.26090372991561889 -0.50029719737268263 0.31690013777377996 -0.44691211260282077 -0.057527585402131085 0.15272074604034425 -0.19818890897851241 leaf_weight=201 571 30 25 101620 358 27 29 23 20 31 86 26 118 20 123 leaf_count=201 571 30 25 101620 358 27 29 23 20 31 86 26 118 20 123 internal_value=0 -0.00034535 -0.000569943 -0.000365115 -0.102333 0.000893849 0.000656863 -0.689012 0.514174 0.06525 0.00100948 0.0957098 -0.270688 -0.351907 -0.134353 internal_weight=0 103107 103077 103052 1247 101805 101758 52 47 628 101706 597 619 378 241 internal_count=103308 103107 103077 103052 1247 101805 101758 52 47 628 101706 597 619 378 241 cat_boundaries=0 5 10 11 16 17 cat_threshold=0 0 0 131072 2147483648 1073742080 536870914 4096 1048608 65586 3226 1073741824 536870912 0 1048576 32 69 is_linear=0 shrinkage=0.01 Tree=646 num_leaves=14 num_cat=6 split_feature=25 11 22 25 24 3 6 0 1 16 25 24 24 split_gain=450985 175090 174713 129830 460174 121475 204986 185107 260541 94785 78878.6 71760.3 61546.6 threshold=0 1429.7025000000001 550.81750000000011 1 2 1439.8675000000001 36.122500000000009 1438.4900000000002 13.903 518.28800000000012 3 4 5 decision_type=9 2 2 9 1 2 2 2 2 2 9 1 1 left_child=-1 2 3 4 -2 7 -7 9 -9 -5 12 -12 -6 right_child=1 -3 -4 5 10 6 -8 8 -10 -11 11 -13 -14 leaf_value=-0.46313202979440371 0.34925555197397873 0.76350526018937437 -0.83643600845336918 0.001191162571575863 0.092640509102079605 1.0774225058378997 -0.25829469013214112 0.013506202236298592 -1.3912154788556308 -0.26201836356716435 -0.43257514016048326 -0.17507269545121396 -0.18739035234159354 leaf_weight=201 170 30 25 101802 125 27 20 31 23 137 212 319 186 leaf_count=201 170 30 25 101802 125 27 20 31 23 137 212 319 186 internal_value=0 -0.000342145 -0.000564491 -0.000361712 -0.112511 0.000761504 0.509032 0.000527359 -0.584801 0.000837425 -0.208747 -0.283975 -0.0754581 internal_weight=0 103107 103077 103052 1012 102040 47 101993 54 101939 842 531 311 internal_count=103308 103107 103077 103052 1012 102040 47 101993 54 101939 842 531 311 cat_boundaries=0 5 10 11 16 17 18 cat_threshold=0 0 0 131072 2147483648 1073742080 536870914 4096 32 50 10 256 2 0 0 18 277 3089 is_linear=0 shrinkage=0.01 Tree=647 num_leaves=15 num_cat=0 split_feature=11 6 22 15 0 1 11 9 15 9 2 0 1 15 split_gain=133899 223793 113011 112421 83715.4 70037.2 268830 521846 198252 88110 249463 70294.5 53285.4 20754.6 threshold=1085.9700000000003 60.717500000000008 550.81750000000011 1079.5035000000003 1438.4900000000002 470.21364 54.610000000000007 448.92950000000002 33.483750000000008 1118.3000000000002 3.2737500000000006 883.10000000000014 13.903 1362.4500000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 9 7 -7 -8 11 -11 -1 -6 -5 right_child=1 -3 -4 13 12 6 8 -9 -10 10 -12 -13 -14 -15 leaf_value=-0.0015574576312466077 0.039141135357320306 1.3346896481513977 -0.6876776067415874 -0.7239393354545941 -0.12889375301769801 0.135705240940623 -0.77781857692278356 1.7183648993752221 0.27836328471148458 0.053763298544772839 -1.2980725989341735 0.26639347981433475 -0.74066706577936814 -0.28956829591230915 leaf_weight=102466 40 20 24 22 35 393 52 22 27 43 20 98 24 22 leaf_count=102466 40 20 24 22 35 393 52 22 27 43 20 98 24 22 internal_value=0 0.470991 -0.00154979 -0.00139026 -0.00117476 -0.000959301 0.117825 0.219605 -0.416845 -0.00153107 -0.375391 -0.00130143 -0.377751 -0.506754 internal_weight=0 60 103248 103224 103180 103121 494 415 79 102627 63 102564 59 44 internal_count=103308 60 103248 103224 103180 103121 494 415 79 102627 63 102564 59 44 is_linear=0 shrinkage=0.01 Tree=648 num_leaves=18 num_cat=7 split_feature=25 11 22 25 24 3 6 3 16 26 24 25 2 26 25 1 24 split_gain=442408 169274 168740 127566 343843 119209 200608 127761 102778 102656 409409 154425 95920.1 66841.3 56030.6 21117.2 9118.12 threshold=0 1429.7025000000001 550.81750000000011 1 2 1439.8675000000001 36.122500000000009 1077.3535000000002 518.28800000000012 2022.5000000000002 3 4 7.8873450000000007 2022.5000000000002 5 23.812550000000002 6 decision_type=9 2 2 9 1 2 2 2 2 2 1 9 2 2 9 2 1 left_child=13 2 3 4 9 7 -7 8 -5 11 -11 -2 -9 -1 15 -6 -16 right_child=1 -3 -4 5 14 6 -8 12 -10 10 -12 -13 -14 -15 16 -17 -18 leaf_value=-0.66478215379714967 -0.3508860912565458 0.75072846576571461 -0.82200382080078127 0.0012521456070943801 -0.3372393072644348 1.0666858464700206 -0.25469066762924192 -0.085423206147693456 -0.27283143461185649 0.66264114746680636 -0.075063854267154881 0.10158407391242261 -1.0530815453529359 -0.30006186844983906 -0.055769001021981242 -0.66354166575840534 -0.1946864697090665 leaf_weight=100 108 30 25 101580 357 27 20 21 137 107 211 202 20 101 118 21 123 leaf_count=100 108 30 25 101580 357 27 20 21 137 107 211 202 20 101 118 21 123 internal_value=0 -0.000326342 -0.000544964 -0.000345681 -0.100469 0.0008905 0.504398 0.000658027 0.00088299 0.0643749 0.191635 -0.0640927 -0.557452 -0.458694 -0.266074 -0.346208 -0.131601 internal_weight=0 103107 103077 103052 1247 101805 47 101758 101717 628 318 310 41 201 619 378 241 internal_count=103308 103107 103077 103052 1247 101805 47 101758 101717 628 318 310 41 201 619 378 241 cat_boundaries=0 5 10 11 12 17 22 23 cat_threshold=0 0 0 131072 2147483648 1073742080 536870914 4096 1048608 65586 3226 10 1073741824 0 0 32 34 1073741824 536870912 0 1048576 32 69 is_linear=0 shrinkage=0.01 Tree=649 num_leaves=17 num_cat=4 split_feature=25 11 22 25 24 3 0 1 6 8 26 16 26 25 4 26 split_gain=433604 165906 165382 125010 337194 116837 235026 200844 196616 106178 131876 91077.4 65511.2 54846.8 54531.9 8981.02 threshold=0 1429.7025000000001 550.81750000000011 1 2 1439.8675000000001 1438.4900000000002 13.903 36.122500000000009 5.0070000000000006 2022.5000000000002 518.28800000000012 2022.5000000000002 3 17.426900000000007 2022.5000000000002 decision_type=9 2 2 9 1 2 2 2 2 2 2 2 2 9 2 2 left_child=12 2 3 4 9 6 11 -8 -7 10 -2 -5 -1 14 -6 -15 right_child=1 -3 -4 5 13 8 7 -9 -10 -11 -12 -13 -14 15 -16 -17 leaf_value=-0.65813433271646504 -0.048899236118832831 0.74322118394573533 -0.81378377761840825 0.0013426309185298059 -0.38020272976026853 1.056019036328351 -0.11799776011499866 -1.3693171235789425 -0.25214376783370973 -0.4624869451257918 0.24968955650049096 -0.25666804945490657 -0.29706125464622335 -0.072424928237651967 0.15635287475585938 -0.19460134807586671 leaf_weight=100 303 30 25 101569 358 27 29 23 20 36 289 137 101 116 20 125 leaf_count=100 303 30 25 101569 358 27 29 23 20 36 289 137 101 116 20 125 internal_value=0 -0.000322993 -0.000539429 -0.000342139 -0.0994572 0.000881595 0.000651447 -0.671466 0.499354 0.0637841 0.0968645 0.000995085 -0.454107 -0.263453 -0.342746 -0.130384 internal_weight=0 103107 103077 103052 1247 101805 101758 52 47 628 592 101706 201 619 378 241 internal_count=103308 103107 103077 103052 1247 101805 101758 52 47 628 592 101706 201 619 378 241 cat_boundaries=0 5 10 11 16 cat_threshold=0 0 0 131072 2147483648 1073742080 536870914 4096 1048608 65586 3226 1073741824 536870912 0 1048576 32 is_linear=0 shrinkage=0.01 Tree=650 num_leaves=21 num_cat=1 split_feature=14 2 13 10 26 2 1 11 25 8 6 2 15 9 4 16 12 8 2 14 split_gain=142887 147128 664172 468564 173033 207174 257434 131280 136977 297171 242951 255407 178066 160219 142652 122624 98021.5 86875.7 17550.8 9909.52 threshold=1018.0250000000002 747.71500000000015 94.788750000000007 27.061600000000002 2022.5000000000002 1432.0500000000002 55.204000000000015 1429.7025000000001 0 18.364000000000004 884.13250000000005 54.445500000000003 245.62500000000003 448.92950000000002 301.86800000000011 1079.5035000000003 1040.4400000000003 1117.4100000000001 1054.5000000000002 1358.5175000000004 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 4 5 6 -3 8 9 10 11 -1 13 -11 -14 16 17 -10 -6 -2 right_child=19 2 -4 -5 18 -7 -8 -9 15 12 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.039118800466116141 -0.69589029572904115 1.2747164258502779 1.6724019954944478 -1.2921197816599972 0.030955921897181757 -0.35918889999389647 -0.023582010666529336 -0.67115762558476677 -0.0021061525056598001 -0.14244209328289525 0.87033380018698203 0.24865866614106302 -0.0044356051418516377 -0.72308089293685618 1.0037712843521782 0.78136478137969978 0.55162923139054332 0.49619839096069335 -0.30837858050210132 -0.40206560431556271 leaf_weight=6487 24 42 29 23 27 20 24 29 95233 697 37 639 36 51 23 20 32 35 35 22 leaf_count=6487 24 42 29 23 27 20 24 29 95233 697 37 639 36 51 23 20 32 35 35 22 internal_value=0 0.00209475 0.273059 0.0357436 0.242101 0.532423 0.802608 0.00157023 0.0017591 0.0415572 0.0621051 0.0579086 -0.140313 -0.182031 0.388594 -0.00157274 -0.00173721 -0.00192308 -0.160604 -0.555365 internal_weight=0 103519 200 171 148 86 66 103319 103290 7970 7163 7126 807 748 59 95320 95300 95268 62 46 internal_count=103565 103519 200 171 148 86 66 103319 103290 7970 7163 7126 807 748 59 95320 95300 95268 62 46 cat_boundaries=0 5 cat_threshold=1610645760 541212674 4120 173150504 2281701376 is_linear=0 shrinkage=0.01 Tree=651 num_leaves=17 num_cat=6 split_feature=22 22 11 25 24 2 25 25 26 7 1 24 9 25 2 5 split_gain=131501 462865 134342 116271 319672 642598 458046 301740 739218 235300 98305.7 389392 466985 334709 202605 193415 threshold=592.37750000000005 341.75500000000005 1429.7025000000001 0 1 747.71500000000015 2 3 2022.5000000000002 391.72750000000002 147.65000000000003 4 151.12275000000002 5 1054.5000000000002 1062.3775000000003 decision_type=2 2 2 9 1 2 9 9 2 2 2 1 2 9 2 2 left_child=1 2 3 4 5 6 -1 8 -6 -9 14 12 -12 -13 15 -5 right_child=-2 -3 -4 10 7 -7 -8 9 -10 -11 11 13 -14 -15 -16 -17 leaf_value=0.62436272398630777 -0.73830156167348227 1.077506936788559 -0.64624908799305558 -0.0025386448084333902 1.2638719621158783 1.7921947091558703 0.078884168007431893 -0.029855158694741552 -0.24499299414122283 0.40267225386560429 0.21264866675990729 0.28377703457337911 1.2705664939465731 -0.14349730203602767 -0.7423836050806818 0.7110381615789314 leaf_weight=155 24 40 32 93973 63 23 2494 5031 67 129 449 234 46 730 37 38 leaf_count=155 24 40 32 93973 63 23 2494 5031 67 129 449 234 46 730 37 38 internal_value=0 0.00200023 0.00158458 0.00178493 0.0384745 0.12743 0.113456 -0.00661268 0.451496 -0.0190051 -0.00127761 0.0801775 0.304803 -0.0379327 -0.00254139 -0.00225021 internal_weight=0 103541 103501 103469 7962 2672 2649 5290 130 5160 95507 1459 495 964 94048 94011 internal_count=103565 103541 103501 103469 7962 2672 2649 5290 130 5160 95507 1459 495 964 94048 94011 cat_boundaries=0 5 6 8 13 14 20 cat_threshold=1610645760 541212802 4112 173150504 2281701376 1290 1073741824 536870912 0 0 0 131072 2147483648 85 68157444 32 64 0 68 1024 is_linear=0 shrinkage=0.01 Tree=652 num_leaves=16 num_cat=0 split_feature=14 2 13 10 3 1 26 22 8 1 26 10 4 26 14 split_gain=139816 142975 646972 461302 353357 145704 246183 139908 86004.9 89215 59974.1 373842 149987 11245.2 9641.79 threshold=1018.0250000000002 747.71500000000015 94.788750000000007 27.061600000000002 218.42700000000005 55.204000000000015 2022.5000000000002 550.81750000000011 1449.0631000000001 1449.0631000000001 2022.5000000000002 522.5150000000001 1468.3681000000001 2022.5000000000002 1358.5175000000004 decision_type=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 9 10 11 -1 -12 -11 -2 right_child=14 2 -4 -5 -6 -7 -8 -9 -10 13 12 -13 -14 -15 -16 leaf_value=0.0083732565051893668 -0.68799528895566864 0.75471852535671657 1.6502743530273438 -1.2825873151032821 1.3235221405029296 -0.5156384363439348 -0.30981048623720808 -0.74645558395385747 0.49041130582491554 0.26032209136269308 -0.0058927836770860213 1.2077819237342247 -0.78064434967041008 0.5648928686424538 -0.39816703522239216 leaf_weight=51524 24 45 29 23 25 36 42 25 36 22 51634 26 25 27 22 leaf_count=51524 24 45 29 23 25 36 42 25 36 22 51634 26 25 27 22 internal_value=0 0.00205613 0.269169 0.0349465 0.239698 0.019409 0.240808 0.00153906 0.0017201 0.00154972 0.00134719 0.0089782 -0.00626772 0.428147 -0.549382 internal_weight=0 103519 200 171 148 123 87 103319 103294 103258 103209 51550 51659 49 46 internal_count=103565 103519 200 171 148 123 87 103319 103294 103258 103209 51550 51659 49 46 is_linear=0 shrinkage=0.01 Tree=653 num_leaves=18 num_cat=3 split_feature=14 2 7 3 22 25 6 24 10 25 5 12 6 7 2 2 14 split_gain=137034 140130 640361 243490 137124 127946 199293 161274 370939 356734 124451 76529.1 70504.1 84867.7 66085.9 100348 9449.92 threshold=1018.0250000000002 747.71500000000015 419.53500000000003 414.21050000000008 550.81750000000011 0 1424.6500000000003 1 897.08550000000014 2 65.306500000000014 1040.4400000000003 1070.9310000000003 883.10000000000014 1432.0500000000002 1054.5000000000002 1358.5175000000004 decision_type=2 2 2 2 2 9 2 1 2 9 2 2 2 2 2 2 2 left_child=1 4 3 10 5 6 7 9 -9 -1 14 12 13 -7 15 -3 -2 right_child=16 2 -4 -5 -6 11 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.52051045503371807 -0.68111533130208657 -0.012862984704189614 1.8759963989257813 1.0044318723678589 -0.73899101791381838 -0.0022527333413497894 1.0321738657951354 0.056239915869272031 1.209560500894274 -0.041198042688880845 -0.63352389514446261 0.53028248812313439 -0.49517933598880115 0.41402951975258029 -0.30730406340430766 0.71936784073158555 -0.39418535829945045 leaf_weight=107 24 61 22 24 25 92742 20 6913 28 3379 32 27 29 49 34 27 22 leaf_count=107 24 61 22 24 25 92742 20 6913 28 3379 32 27 29 49 34 27 22 internal_value=0 0.00203557 0.266477 0.067548 0.00152367 0.0017029 0.0348644 0.0329849 0.0608048 -0.0225173 -0.0784598 -0.00203192 -0.00218698 -0.00203291 0.0671307 0.211799 -0.543888 internal_weight=0 103519 200 178 103319 103294 10447 10427 6941 3486 154 92847 92820 92791 122 88 46 internal_count=103565 103519 200 178 103319 103294 10447 10427 6941 3486 154 92847 92820 92791 122 88 46 cat_boundaries=0 5 6 11 cat_threshold=1610645888 541212674 4632 173150504 2281701378 1188 0 0 0 1048608 2147483648 is_linear=0 shrinkage=0.01 Tree=654 num_leaves=18 num_cat=2 split_feature=14 2 13 10 3 0 2 22 25 6 26 10 25 9 12 0 14 split_gain=134307 137341 631318 454662 341824 188123 181356 134395 125432 195326 145885 653246 271213 77424.8 86485.7 69091.8 9261.86 threshold=1018.0250000000002 747.71500000000015 94.788750000000007 27.061600000000002 218.42700000000005 233.37814 1432.0500000000002 550.81750000000011 0 1424.6500000000003 2022.5000000000002 255.87150000000005 1 1118.3000000000002 1040.4400000000003 6.6497500000000009 1358.5175000000004 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 left_child=1 7 3 4 5 6 -3 8 9 10 11 -1 -12 14 15 -10 -2 right_child=16 2 -4 -5 -6 -7 -8 -9 13 -11 12 -13 -14 -15 -16 -17 -18 leaf_value=0.062786151703841886 -0.67430418267846104 0.46226856297009611 1.6281076378657902 -1.2755760317263396 1.3017032104492188 -0.84285527910505031 -0.47250266075134278 -0.73160111923217774 -0.005247876020855349 1.0218520984649657 -0.047633177110744933 1.7895996128429068 0.11600174655987239 -0.50994797086715704 0.59837209413448966 0.020942637143144493 -0.39024351759390402 leaf_weight=5190 24 73 29 23 25 21 29 25 81296 20 3852 22 1363 30 24 11497 22 leaf_count=5190 24 73 29 23 25 21 29 25 81296 20 3852 22 1363 30 24 11497 22 internal_value=0 0.00201567 0.263813 0.0324409 0.235714 0.0190493 0.1965 0.0015089 0.00168633 0.0345204 0.0326597 0.0700751 -0.00473422 -0.0020116 -0.00184765 -0.00200289 -0.538449 internal_weight=0 103519 200 171 148 123 102 103319 103294 10447 10427 5212 5215 92847 92817 92793 46 internal_count=103565 103519 200 171 148 123 102 103319 103294 10447 10427 5212 5215 92847 92817 92793 46 cat_boundaries=0 5 10 cat_threshold=1610645888 541212674 4632 173150504 2281701378 32896 16386 536 33689600 2147483648 is_linear=0 shrinkage=0.01 Tree=655 num_leaves=21 num_cat=4 split_feature=25 12 12 9 2 14 10 12 10 6 12 5 8 8 3 26 25 5 25 25 split_gain=407941 103312 420920 149410 147156 280813 195709 263830 177664 128485 103133 239973 188073 65078.7 39902.9 41313.7 89617.2 42303 45146.8 7366.02 threshold=0 1362.4500000000003 1040.4400000000003 373.75800000000004 200.25500000000002 437.65500000000003 450.66846000000004 281.29860000000002 255.87150000000005 1424.6500000000003 521.05947000000003 368.28750000000008 1117.4100000000001 165.05000000000004 764.58775000000003 2022.5000000000002 1 5.0070000000000006 2 3 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 9 left_child=13 2 3 9 5 8 7 -6 -5 10 12 -12 -2 14 15 16 -1 18 -17 -18 right_child=1 -3 -4 4 6 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 17 19 -19 -20 -21 leaf_value=-0.51191661882918815 0.0011912336032597897 -0.59609697173381682 1.2054444692669244 -0.25497425727312573 -0.6949694290939642 1.0361518587384906 -1.307665444215139 0.5674677494049073 0.36545163770155475 0.66685011978807129 -0.098447508370190603 -1.2868200945854187 0.60274228059328527 -0.74203740417957309 -0.65395733010768897 0.059240672170680811 -0.24654079179506044 -0.54971121379307342 -0.18442197496285204 -0.11576682738498249 leaf_weight=105 102006 29 29 287 49 21 24 25 55 29 113 20 52 24 20 127 101 21 173 216 leaf_count=105 102006 29 29 287 49 21 24 25 55 29 113 20 52 24 20 127 101 21 173 216 internal_value=0 0.000685505 0.000854072 0.000513862 -0.179109 -0.0862771 -0.522967 -0.26847 -0.155198 0.00132394 0.00113508 -0.27715 0.00149773 -0.22643 -0.21318 -0.201315 -0.26635 -0.115817 -0.0854442 -0.163698 internal_weight=0 102739 102710 102681 461 363 98 74 342 102220 102191 133 102058 787 763 743 422 321 300 317 internal_count=103526 102739 102710 102681 461 363 98 74 342 102220 102191 133 102058 787 763 743 422 321 300 317 cat_boundaries=0 6 11 16 18 cat_threshold=1073741824 536870912 0 4325376 32 128 0 0 0 131072 32 0 536870912 0 0 32 0 536870912 is_linear=0 shrinkage=0.01 Tree=656 num_leaves=18 num_cat=1 split_feature=22 0 15 6 3 1 5 12 5 0 4 11 4 15 9 24 26 split_gain=167966 119450 536443 334381 198068 187389 126324 385030 133434 440555 116353 95015.7 90505.2 89628.2 104432 60077.3 56323.8 threshold=550.81750000000011 883.10000000000014 36.88000000000001 64.609000000000023 51.871000000000009 8.3602500000000024 670.0675 333.75500000000005 606.07650000000001 43.840000000000003 483.06600000000009 1429.7025000000001 1468.3681000000001 26.311000000000003 28.785 0 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=1 6 3 4 5 16 8 10 11 -10 13 12 15 14 -8 -1 -3 right_child=-2 2 -4 -5 -6 -7 7 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.0080051807694704394 -0.82062817764282237 0.61818877911567693 1.8011491570472717 -0.83237902699094835 1.2116661422848702 -0.67156426554140836 0.010856179952621461 -1.4630624746239704 1.4346212177276614 -0.53009286153884161 -0.80428859892345617 -0.6301507355396947 0.49361802758397283 0.61338926792144777 -0.69080210933685304 -0.0074908556895736276 0.090756498662436888 leaf_weight=42805 25 40 20 33 20 23 140 23 25 21 21 24 37 20 25 60183 41 leaf_count=42805 25 40 20 33 20 23 140 23 25 21 21 24 37 20 25 60183 41 internal_value=0 -0.000855199 0.258703 0.0622128 0.30029 0.125025 -0.00129984 -0.235908 -0.000778713 0.537687 -0.0988955 -0.00101908 -0.00087252 -0.0188238 -0.0954557 -0.00105017 0.351217 internal_weight=0 103501 177 157 124 104 103324 229 103095 46 206 103049 103025 185 165 102988 81 internal_count=103526 103501 177 157 124 104 103324 229 103095 46 206 103049 103025 185 165 102988 81 cat_boundaries=0 1 cat_threshold=1047 is_linear=0 shrinkage=0.01 Tree=657 num_leaves=20 num_cat=4 split_feature=25 24 22 16 3 26 11 10 9 9 24 24 2 26 4 26 3 26 26 split_gain=400367 289635 163141 102397 118888 162310 100172 100986 189200 105164 94558.9 83964.7 53294.4 34352.8 21992.7 17989.1 13680.9 6930.43 3609.92 threshold=0 1 550.81750000000011 1079.5035000000003 1077.3535000000002 2022.5000000000002 1429.7025000000001 1092.2834 86.280000000000015 422.48500000000007 2 3 9.2080380000000037 2022.5000000000002 23.829300000000003 2022.5000000000002 130.1901 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 left_child=1 10 3 4 6 -6 7 9 -9 -2 13 18 -7 -1 16 -12 17 -13 -3 right_child=2 11 -4 -5 5 12 -8 8 -10 -11 15 14 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.043234912185815343 0.0015217237497119913 -0.76962825711568206 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32 128 2435 258 12 is_linear=0 shrinkage=0.01 Tree=658 num_leaves=27 num_cat=5 split_feature=25 24 11 7 0 16 4 26 8 4 5 12 6 4 0 24 24 10 1 25 26 4 26 26 26 26 split_gain=392400 283871 139002 187651 120605 346695 375385 176049 117423 105790 345101 287215 217132 110740 105118 95080.1 82293.8 60842.4 53665.4 24737.1 23644.6 21555 11073.6 4623.96 3538.08 2695.05 threshold=0 1 901.21050000000014 32.041442500000009 883.10000000000014 1.6205000000000001 79.38300000000001 2022.5000000000002 1449.0631000000001 522.5150000000001 764.58775000000003 256.18250000000006 1424.6500000000003 370.75000000000006 38.467500000000008 2 3 7.9226890000000019 8.3602500000000024 4 2022.5000000000002 23.829300000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 9 2 2 2 2 2 2 left_child=1 14 4 17 8 6 7 18 9 12 11 -11 13 -2 15 22 24 -4 -6 20 -17 23 -1 -18 -3 -21 right_child=2 16 3 -5 5 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 19 21 -19 -20 25 -22 -23 -24 -25 -26 -27 leaf_value=0.086161360566814754 0.00028710995664043854 -0.76193197504679366 -0.2664301914327285 -0.92622194490934673 0.95630372597983015 1.5094481749534605 -0.95502812986020691 -0.087844366317099715 0.64811163680894046 -0.20137197623108055 -1.4501715536117552 0.75870492989676341 0.9328568246841431 0.21490096911849818 0.6857393260002137 -0.14199834539511494 -0.28177226717590442 0.42866701483726505 0.31634144973754885 -0.26309300572221928 0.1716425444233802 0.017579812526702879 0.28515613050681765 -0.36290322266731939 -0.64923415422439579 -0.36507439181512719 leaf_weight=54 101862 60 34 38 38 20 27 47 28 284 20 35 25 241 20 107 141 20 20 55 31 20 58 140 52 49 leaf_count=54 101862 60 34 38 38 20 27 47 28 284 20 35 25 241 20 107 141 20 20 55 31 20 58 140 52 49 internal_value=0 -0.222065 0.000682499 -0.387845 0.00103079 0.282506 0.0966055 0.367026 0.000613365 0.000436431 -0.175924 -0.0960344 0.00102184 0.000793676 -0.0190758 -0.0594347 -0.401089 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50.713000000000008 2 262.14225000000005 3 4 7.9226890000000019 5 165.22760000000002 1438.4900000000002 decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 9 2 9 2 2 left_child=1 8 4 18 7 6 15 9 14 11 13 17 -13 -11 -1 21 -3 -2 -4 -16 -18 -6 right_child=2 16 3 -5 5 -7 -8 -9 -10 10 -12 12 -14 -15 19 -17 20 -19 -20 -21 -22 -23 leaf_value=0.17196599038165125 0.046592812836397796 -0.64492896382925935 -0.26376589186051314 -0.91695972254401759 0.22204970945391739 1.4943537695407867 -0.91676992979916661 0.64163053282669613 0.67888196992874139 0.14861353518470885 -1.1557980757951736 1.5545593726116678 -0.39847792816162114 -0.50656114587417012 -0.06604172210435609 0.89541518974304202 -0.27607329306229156 -0.0010817076402201017 0.42438027858734134 -0.28101029238679953 -0.58531508862972259 0.067521491719014726 leaf_weight=112 3591 112 34 38 57 20 22 28 20 126 32 23 20 52 138 20 281 98623 20 104 20 33 leaf_count=112 3591 112 34 38 57 20 22 28 20 126 32 23 20 52 138 20 281 98623 20 104 20 33 internal_value=0 -0.219845 0.000675674 -0.383966 0.00102048 0.279681 0.0956395 0.000607232 -0.018885 0.000432066 -0.212388 0.000869123 0.64617 -0.0427858 -0.0588404 0.298121 -0.397079 0.000597654 -0.00889694 -0.16591 -0.287083 0.165389 internal_weight=0 787 102739 92 102647 152 132 102495 374 102467 210 102257 43 178 354 110 413 102214 54 242 301 90 internal_count=103526 787 102739 92 102647 152 132 102495 374 102467 210 102257 43 178 354 110 413 102214 54 242 301 90 cat_boundaries=0 6 7 8 9 15 21 cat_threshold=1073741824 536870912 0 4325376 32 128 2435 258 12 256 4194432 4106 134283562 2149056512 1 1073741824 0 0 0 0 128 is_linear=0 shrinkage=0.01 Tree=660 num_leaves=20 num_cat=1 split_feature=22 20 3 1 13 9 6 2 5 6 14 25 14 17 2 5 2 5 22 split_gain=164883 958561 111150 287403 397482 210584 200779 188366 140763 931835 119325 123380 501180 235203 134846 162985 96658.3 67363.7 12702.9 threshold=272.88500000000005 11.100500000000002 670.0675 670.0675 143.73350000000002 275.32250000000005 181.63000000000002 166.99750000000003 1062.3775000000003 127.79540000000001 1358.5175000000004 0 766.49265000000003 371.84125000000006 408.041 476.36400000000003 266.22500000000008 1424.6500000000003 524.87500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=2 18 8 4 5 6 7 -4 10 17 11 12 13 -1 16 -16 -13 -10 -2 right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 -12 14 -14 -15 15 -17 -18 -19 -20 leaf_value=0.044805580016338463 -0.083099347666690221 2.348334728240967 -0.30402226386179448 0.93914844036102296 -1.5009666793823244 0.75909472552212809 -1.12892697652181 0.61328080027191723 -0.53417776950200402 2.2909516263008118 -0.71945161238960598 -0.0017196109128386897 1.4299063205718994 -0.57927225441229147 -0.14258137870279158 -1.0322195161472667 0.17023754152764636 0.13053875892393049 -0.39445627975463865 leaf_weight=6039 38 20 131 20 25 22 24 27 30 20 23 96410 26 61 322 22 328 31 20 leaf_count=6039 38 20 131 20 25 22 24 27 30 20 23 96410 26 61 322 22 328 31 20 internal_value=0 0.46051 0.000567225 -0.210457 -0.310859 -0.165012 -0.276717 -0.147268 0.00107583 0.417783 0.000748861 0.000909358 0.0443975 0.0385648 -0.00183918 -0.199477 -0.00113657 -0.196371 -0.190464 internal_weight=0 78 103561 249 229 204 182 158 103312 81 103231 103208 6126 6100 97082 344 96738 61 58 internal_count=103639 78 103561 249 229 204 182 158 103312 81 103231 103208 6126 6100 97082 344 96738 61 58 cat_boundaries=0 6 cat_threshold=32768 536887424 4104 5406984 2148548784 1 is_linear=0 shrinkage=0.01 Tree=661 num_leaves=21 num_cat=1 split_feature=11 10 6 4 12 1 4 25 14 14 2 5 11 0 2 1 1 11 2 6 split_gain=166875 800162 124579 151664 107351 249166 163606 127799 529740 208229 265953 103076 113457 91431.6 129723 114364 45167.5 24737.1 22493.8 6656.67 threshold=1085.9700000000003 129.93500000000003 1070.9310000000003 108.75750000000001 545.35800000000017 414.53600000000012 301.86800000000011 0 766.49265000000003 369.57140000000004 290.26516000000009 53.970000000000006 131.4025 1438.4900000000002 1054.5000000000002 1449.0631000000001 48.057790000000004 1429.7025000000001 1432.0500000000002 1424.6500000000003 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 17 4 19 7 6 11 8 9 10 -1 12 -6 14 15 -9 -11 -2 -16 -4 right_child=1 -3 3 -5 5 -7 -8 13 -10 16 -12 -13 -14 -15 18 -17 -18 -19 -20 -21 leaf_value=0.033848710045353385 -0.0098580389618873592 2.1658252334594725 -0.23665722158976962 -1.1178498424802508 -0.22752061544193161 -1.1069381087166923 0.76116605091094969 -0.00072246478575924286 1.4258106231689454 -0.26595768798481334 0.37663532236839337 -0.71493421047925954 0.54630287210146589 -0.55294495519002274 -0.65360778001221742 0.60675871695241623 -0.87636246875480373 -0.49578718315471298 -0.23494757090296067 -0.035430575340024889 leaf_weight=3976 20 20 35 21 90 28 20 98889 28 22 240 31 24 30 33 31 27 22 21 31 leaf_count=3976 20 20 35 21 90 28 20 98889 28 22 240 31 24 30 33 31 27 22 21 31 internal_value=0 0.519549 0.000593795 -0.377657 0.000911776 -0.234712 -0.0866983 0.00135202 0.0547025 0.0458293 0.0533622 -0.203645 -0.0646104 -0.000966789 -0.000799576 -0.00053209 -0.602303 -0.264392 -0.490795 -0.142142 internal_weight=0 62 103577 87 103490 193 165 103297 4293 4265 4216 145 114 99004 98974 98920 49 42 54 66 internal_count=103639 62 103577 87 103490 193 165 103297 4293 4265 4216 145 114 99004 98974 98920 49 42 54 66 cat_boundaries=0 6 cat_threshold=32768 536871040 0 5406728 2147500064 1 is_linear=0 shrinkage=0.01 Tree=662 num_leaves=21 num_cat=1 split_feature=11 10 3 15 9 5 2 5 6 16 25 0 14 0 3 1 2 5 3 11 split_gain=163554 784239 127140 224630 313626 169547 221824 125017 914862 208168 123625 379068 217399 174479 170824 103921 103782 70374.4 68691.9 24244.9 threshold=1085.9700000000003 129.93500000000003 670.0675 16.689500000000006 275.32250000000005 260.7501875000001 277.77250000000009 1062.3775000000003 163.44010000000003 1079.5035000000003 0 883.10000000000014 766.49265000000003 883.10000000000014 36.026400000000002 119.59 408.041 1424.6500000000003 1439.8675000000001 1429.7025000000001 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=2 19 7 4 5 6 18 9 17 10 11 12 -1 16 -13 -15 -12 -9 -4 -2 right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 13 14 -14 15 -16 -17 -18 -19 -20 -21 leaf_value=0.031256569562891946 -0.0097594440579414372 2.1441670150756837 -0.18709799563990231 -1.0370830017725627 0.83526279354095467 -1.0907837135141545 0.77858964920043949 -0.54538787749505813 2.2511732072830202 -0.84630448571566874 -0.00074674420592647989 1.088170468902588 0.81060424698723699 -0.67664524475733445 -0.0053415811657905581 0.15570575809478759 -0.17785454691174518 0.12842831796215426 -0.72539380327860514 -0.49082930692217569 leaf_weight=6215 20 20 113 30 30 22 22 31 20 29 96486 50 36 60 20 20 332 31 30 22 leaf_count=6215 20 20 113 30 30 22 22 31 20 29 96486 50 36 60 20 20 332 31 30 22 internal_value=0 0.514353 0.000587857 -0.226019 -0.113891 -0.266161 -0.156212 0.00112954 0.391436 0.000819556 0.00105756 0.0438703 0.0357449 -0.00173962 0.775738 -0.468557 -0.00135407 -0.20848 -0.300027 -0.261748 internal_weight=0 62 103577 247 217 187 165 103330 82 103248 103219 6321 6251 96898 70 80 96818 62 143 42 internal_count=103639 62 103577 247 217 187 165 103330 82 103248 103219 6321 6251 96898 70 80 96818 62 143 42 cat_boundaries=0 6 cat_threshold=32768 536887426 4104 5406984 2148548784 257 is_linear=0 shrinkage=0.01 Tree=663 num_leaves=23 num_cat=1 split_feature=11 10 6 8 0 2 12 0 1 11 6 25 14 14 8 2 2 0 0 15 11 6 split_gain=160299 768632 122492 148072 105673 656040 203127 350003 153121 128086 124724 102459 329406 212025 151550 110939 80227.2 61605.2 81462.8 35998.6 23762.4 547.586 threshold=1085.9700000000003 129.93500000000003 1070.9310000000003 43.352000000000011 883.10000000000014 329.85800000000006 545.35800000000017 85.979250000000022 191.05350000000001 291.00700000000006 56.108500000000006 0 766.49265000000003 369.57140000000004 1449.0631000000001 1054.5000000000002 10.078500000000002 1077.3535000000002 1438.4900000000002 0.82700000000000007 1429.7025000000001 1424.6500000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=2 20 4 16 6 8 11 10 17 -9 19 12 13 -1 15 -13 21 -6 -19 -8 -2 -4 right_child=1 -3 3 -5 5 -7 7 9 -10 -11 -12 14 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 leaf_value=0.04648906790012057 -0.0096618533730506891 2.1227252960205076 -0.40823236669103302 -1.1295774641036989 -0.57165603429079059 1.5915059140523276 -0.12850821906744048 -1.493740878190313 0.66477559165954592 -0.4741060664437034 0.52810225095067709 -0.0010740087301984783 1.1906113342285156 -0.60805160083770748 0.86925250053405767 -0.4544573007220471 0.38137828159332271 0.26551731395721434 -0.37677241070148271 -0.58181701768528338 -0.4859210195731033 -0.33995045910710869 leaf_weight=4848 20 20 24 20 32 30 86 28 25 22 28 98141 25 50 20 54 20 40 39 22 22 23 leaf_count=4848 20 20 24 20 32 30 86 28 25 22 28 98141 25 50 20 54 20 40 39 22 22 23 internal_value=0 0.50921 0.000581979 -0.374488 0.000897285 0.253001 0.000492256 -0.329677 -0.0422576 -1.0451 -0.0666531 0.00108769 0.0455588 0.0398074 -0.00114594 -0.00132334 -0.149088 -0.201499 -0.0515624 -0.220849 -0.259131 -0.374818 internal_weight=0 62 103577 87 103490 166 103324 186 136 50 136 103138 4923 4898 98215 98195 67 111 79 108 42 47 internal_count=103639 62 103577 87 103490 166 103324 186 136 50 136 103138 4923 4898 98215 98195 67 111 79 108 42 47 cat_boundaries=0 6 cat_threshold=32768 536871040 4104 5374216 2148548736 257 is_linear=0 shrinkage=0.01 Tree=664 num_leaves=24 num_cat=5 split_feature=11 10 3 24 2 2 5 8 16 25 24 25 25 2 5 2 3 9 5 4 4 11 3 split_gain=157110 753337 124743 262775 543202 339026 122375 349223 203757 119483 219779 718311 239492 153059 208117 102066 89003.1 80698.1 58309.8 50200.1 28212.1 23289.5 20869.3 threshold=1085.9700000000003 129.93500000000003 670.0675 0 290.26516000000009 381.19000000000005 1062.3775000000003 53.811500000000009 1079.5035000000003 1 2 3 4 408.041 518.47500000000002 266.22500000000008 1077.3535000000002 155.268 165.05000000000004 60.373250000000006 7.8873450000000007 1429.7025000000001 764.58775000000003 decision_type=2 2 2 1 2 2 2 2 2 9 1 9 9 2 2 2 2 2 2 2 2 2 2 left_child=2 21 6 4 16 17 8 20 9 10 11 -1 -12 15 -15 -11 22 18 19 -5 -8 -2 -4 right_child=1 -3 3 5 -6 -7 7 -9 -10 13 12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.87684051883422731 -0.0095652488470077523 2.1014981536865234 -0.22600221747443791 -0.44309387985865278 1.3689944349016463 -1.6285799076246179 0.16382438307716732 1.5362867907285691 -0.83729383534398583 -0.0015632309409402789 0.42588158463758807 0.077029568307651966 -0.02107745222009277 -0.15178216304618364 -1.2033646898269654 0.17540837683649421 -0.69600330550095135 0.27663167285919193 -0.90215348577499388 0.13541032791137694 -0.29250011253356933 -0.48106181175945412 0.19784244757432207 leaf_weight=108 20 20 21 60 28 23 42 20 29 96232 114 2495 3604 319 20 327 29 20 20 20 20 22 26 leaf_count=108 20 20 21 60 28 23 42 20 29 96232 114 2495 3604 319 20 327 29 20 20 20 20 22 26 internal_value=0 0.504118 0.000576159 -0.223885 0.162681 -0.482648 0.00111271 0.387273 0.000806021 0.00104149 0.0431309 0.113443 -0.00626733 -0.00170843 -0.213822 -0.000963911 -0.260345 -0.303232 -0.419205 -0.298468 0.0166229 -0.25654 0.00846504 internal_weight=0 62 103577 247 104 143 103330 82 103248 103219 6321 2603 3718 96898 339 96559 76 120 100 80 62 42 47 internal_count=103639 62 103577 247 104 143 103330 82 103248 103219 6321 2603 3718 96898 339 96559 76 120 100 80 62 42 47 cat_boundaries=0 1 7 8 13 15 cat_threshold=2454 32768 536887426 4104 5406984 2148548784 257 1140 0 0 0 131072 2147483680 0 536870912 is_linear=0 shrinkage=0.01 Tree=665 num_leaves=20 num_cat=2 split_feature=11 22 12 5 5 24 3 0 5 6 3 10 25 4 8 11 5 10 4 split_gain=193420 188009 119710 394685 113413 566286 437566 763872 265880 229325 126260 110141 101773 187408 131787 46809 114494 67694.2 51158.3 threshold=1429.7025000000001 550.81750000000011 545.35800000000017 368.28750000000008 388.83500000000009 0 108.75750000000001 52.741000000000007 518.47500000000002 483.25025000000005 383.96180000000004 1439.8675000000001 1 5.0070000000000006 1117.4100000000001 119.62250000000002 43.422500000000007 55.589700000000015 47.685600000000001 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 4 15 11 9 8 -8 -7 10 -6 12 13 -1 -14 17 -17 18 -4 right_child=-2 -3 3 -5 5 6 7 -9 -10 -11 -12 -13 14 -15 -16 16 -18 -19 -20 leaf_value=0.11551663680740808 0.86277567661725563 -0.81915757315499449 -0.15437367726599469 -1.2074212675094604 -0.19296255497137704 0.70390022032188659 2.3002357642881335 0.36147228030835166 -0.075440974932450514 -1.0607549809587413 0.64456007480621336 -0.66354420776367196 -0.0011034762152523666 -0.45230928592994568 0.49304160471315739 0.65733115037282308 -0.29193585311373077 -0.68208006155490875 0.40774521189928054 leaf_weight=1233 26 28 85 35 180 66 31 59 130 29 20 25 101536 61 54 27 24 20 20 leaf_count=1233 26 28 85 35 180 66 31 59 130 29 20 25 101536 61 54 27 24 20 20 internal_value=0 0.000158701 0.000380063 -0.237567 0.00086551 0.148894 0.436771 1.02927 0.18699 -0.2201 -0.10921 0.000124714 0.000285981 0.0880684 -0.000840731 -0.0446987 0.210617 -0.148868 -0.0473034 internal_weight=0 103663 103635 211 103424 515 286 90 196 229 200 102909 102884 1294 101590 176 51 125 105 internal_count=103689 103663 103635 211 103424 515 286 90 196 229 200 102909 102884 1294 101590 176 51 125 105 cat_boundaries=0 1 7 cat_threshold=414 1073741824 536903680 0 5374216 2147483664 256 is_linear=0 shrinkage=0.01 Tree=666 num_leaves=25 num_cat=3 split_feature=11 12 1 10 2 5 24 9 1 0 6 0 16 10 25 24 1 7 0 0 11 4 9 16 split_gain=189571 158507 557376 118265 130320 109451 547676 489389 668108 1.29803e+06 224761 151425 119066 108002 103547 181443 128493 81688.4 74427 72929.8 65007.9 29803.6 27905.5 48318.5 threshold=1429.7025000000001 545.35800000000017 414.53600000000012 522.5150000000001 290.26516000000009 388.83500000000009 0 73.977000000000018 383.96180000000004 252.12500000000003 483.25025000000005 354.51980000000003 655.48225000000014 1439.8675000000001 1 2 470.21364 391.72750000000002 39.213136500000012 6.8170000000000011 8.069386500000002 47.685600000000001 159.15250000000003 1079.5035000000003 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 5 3 4 18 12 10 8 9 -8 17 19 13 14 15 -1 -16 20 21 -9 -7 -3 23 -14 right_child=-2 2 -4 -5 -6 6 7 11 -10 -11 -12 -13 22 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.19828135688223508 0.85414791565675008 -0.040464445506222545 -1.4459765007916618 -0.75522358758108954 0.77714016051519486 -0.078817379524657782 0.57003410699124824 -0.089236079506252133 -1.0447287702560426 3.1039790286188542 -1.050147424571473 0.43322022159894313 -0.01273060059835834 -0.65690876731872561 -0.0013882559416126654 -0.038761480209069353 0.18094024219963045 0.49818037509918212 -0.60170461156151511 -0.82747139573097228 -0.54909080092971385 0.38387410236895086 -0.70396804707390925 -0.6036114761352539 leaf_weight=693 26 96 34 21 21 143 167 23 20 23 29 24 31 25 101151 597 388 20 22 32 37 20 21 25 leaf_count=693 26 96 34 21 21 143 167 23 20 23 29 24 31 25 101151 597 388 20 22 32 37 20 21 25 internal_value=0 0.000157114 -0.271718 -0.0499131 0.0432411 0.000719528 0.145715 0.426617 0.693774 0.876775 -0.217899 -0.229547 -1.01628e-05 0.000284113 0.000443891 0.0891258 -0.000691476 -0.108118 -0.0684392 -0.518755 -0.175485 0.0326974 -0.393094 -0.276517 internal_weight=0 103663 214 180 159 103449 518 289 210 190 229 79 102931 102854 102829 1290 101539 200 138 55 180 116 77 56 internal_count=103689 103663 214 180 159 103449 518 289 210 190 229 79 102931 102854 102829 1290 101539 200 138 55 180 116 77 56 cat_boundaries=0 1 7 8 cat_threshold=414 1073741824 536903680 0 5374216 2147483664 256 126 is_linear=0 shrinkage=0.01 Tree=667 num_leaves=15 num_cat=1 split_feature=11 22 9 13 5 13 5 10 7 6 25 3 0 5 split_gain=185798 183466 128369 114812 233458 176303 241392 178601 129579 120968 140321 99672.2 55899.7 44785.8 threshold=1429.7025000000001 550.81750000000011 1118.3000000000002 419.83380000000005 543.52500000000009 280.30300000000005 318.54282000000006 173.15041250000004 199.19574300000002 1424.6500000000003 0 270.18175000000008 165.29860000000002 10.119750000000002 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 2 3 5 8 9 7 -7 11 10 -1 -5 -10 -4 right_child=-2 -3 13 4 -6 6 -8 -9 12 -11 -12 -13 -14 -15 leaf_value=-0.052158667141684836 0.84560639592317433 -0.80920160906655458 -0.24501115405041241 -0.08563830226954848 -1.238660267829895 0.024671509987042275 1.2294936521848043 0.79470513730435755 -0.30343904798681087 0.57230681393597582 0.0030075451185039514 0.60912775827490762 -0.96342565990629658 -0.77789780418078114 leaf_weight=4828 26 28 46 202 20 162 24 37 33 37 98178 23 21 24 leaf_count=4828 26 28 46 202 20 162 24 37 33 37 98178 23 21 24 internal_value=0 0.000155696 0.000374368 0.000663715 -0.195009 0.00123027 0.282102 0.167844 -0.120195 0.000622425 0.000417075 -0.0146178 -0.560101 -0.427715 internal_weight=0 103663 103635 103565 299 103266 223 199 279 103043 103006 225 54 70 internal_count=103689 103663 103635 103565 299 103266 223 199 279 103043 103006 225 54 70 cat_boundaries=0 6 cat_threshold=32768 16386 4096 2214625282 1590312 128 is_linear=0 shrinkage=0.01 Tree=668 num_leaves=17 num_cat=2 split_feature=11 22 9 8 13 8 13 24 5 8 5 4 4 6 25 9 split_gain=182101 179815 125815 163986 112527 262378 172795 238134 765154 167233 162123 161095 129120 118561 137534 7440.23 threshold=1429.7025000000001 550.81750000000011 1118.3000000000002 151.1985 419.83380000000005 395.78950000000003 280.30300000000005 0 99.021000000000015 194.07550000000001 66.302000000000021 168.87200500000003 13.325260000000002 1424.6500000000003 1 1449.0631000000001 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 left_child=1 2 4 15 6 9 13 8 -8 11 -9 -6 -11 14 -1 -4 right_child=-2 -3 3 -5 5 -7 7 10 -10 12 -12 -13 -14 -15 -16 -17 leaf_value=-0.051638157675616407 0.83715038537979125 -0.80110959189278752 -0.19792717915314895 -1.1153311878701915 -0.077441139852112914 -0.98133420435157992 0.2364411750653895 0.18364558658380617 2.4179278841018679 -0.042833081654139925 -0.63071372403818016 -0.83497327631170093 1.0798678684234619 0.5665837549518894 0.0029774728903871157 0.055145888215019589 leaf_weight=4828 26 28 26 23 188 37 82 87 20 21 34 33 20 37 98178 21 leaf_count=4828 26 28 26 23 188 37 82 87 20 21 34 33 20 37 98178 21 internal_value=0 0.000154092 0.000370577 -0.423438 0.000657031 -0.193059 0.00121792 0.279281 0.604882 -0.0817374 -0.0417336 -0.190557 0.504826 0.000616153 0.000412857 -0.084852 internal_weight=0 103663 103635 70 103565 299 103266 223 102 262 121 221 41 103043 103006 47 internal_count=103689 103663 103635 70 103565 299 103266 223 102 262 121 221 41 103043 103006 47 cat_boundaries=0 1 7 cat_threshold=3168 32768 16386 4096 2214625282 1590312 128 is_linear=0 shrinkage=0.01 Tree=669 num_leaves=24 num_cat=3 split_feature=11 12 1 10 2 5 24 11 10 3 6 7 17 16 9 10 25 24 1 0 4 9 16 split_gain=178477 152953 542945 113984 128080 107514 537924 453016 848805 769241 167163 197822 135314 116310 112037 105408 101375 177696 126299 72589.8 29133.1 27234.7 47476.7 threshold=1429.7025000000001 545.35800000000017 414.53600000000012 522.5150000000001 290.26516000000009 388.83500000000009 0 111.27975000000001 176.89000000000001 108.75750000000001 422.87500000000006 344.21925000000005 52.280000000000008 655.48225000000014 62.172000000000004 1439.8675000000001 1 2 470.21364 39.213136500000012 47.685600000000001 159.15250000000003 1079.5035000000003 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 left_child=1 5 3 4 19 13 10 8 9 -8 11 14 -9 15 -7 16 17 -1 -18 20 -3 22 -15 right_child=-2 2 -4 -5 -6 6 7 12 -10 -11 -12 -13 -14 21 -16 -17 18 -19 -20 -21 -22 -23 -24 leaf_value=0.19619989834842438 0.82877887478241552 -0.039719558584814275 -1.4258741406833426 -0.74042869034267611 0.77101716745467419 -0.097960372079502464 0.091121697249235925 -1.0477015785737471 2.5396048550378709 1.4790114571913233 -0.81849155143687602 0.82319535664149701 0.088797734260559091 -0.011880999529553998 -0.79631903127387715 -0.6489811676025391 -0.0013837309654216084 -0.038382348601861287 0.17938163738198501 -0.59390811259096321 0.37981889182329176 -0.69564163832437431 -0.59759203033447261 leaf_weight=693 26 96 34 21 21 154 162 22 21 53 38 21 20 31 27 25 101151 597 388 22 20 21 25 leaf_count=693 26 96 34 21 21 154 162 22 21 53 38 21 20 31 27 25 101151 597 388 22 20 21 25 internal_value=0 0.000152504 -0.266916 -0.0480018 0.0434508 0.000704976 0.144412 0.434748 0.620682 0.433253 -0.201608 -0.0955416 -0.506511 -1.82294e-05 -0.202135 0.000272622 0.000430469 0.0881773 -0.000692924 -0.0672658 0.0326147 -0.388527 -0.273359 internal_weight=0 103663 214 180 159 103449 518 278 236 215 240 202 42 102931 181 102854 102829 1290 101539 138 116 77 56 internal_count=103689 103663 214 180 159 103449 518 278 236 215 240 202 42 102931 181 102854 102829 1290 101539 138 116 77 56 cat_boundaries=0 1 7 8 cat_threshold=413 1073741824 536903680 0 5374216 2147483664 256 126 is_linear=0 shrinkage=0.01 Tree=670 num_leaves=18 num_cat=2 split_feature=22 6 0 16 7 3 5 12 5 24 3 16 10 6 25 3 1 split_gain=189693 109396 116074 401296 358187 134625 116585 193956 161200 437194 572891 154378 135079 117933 101556 88260 33814.2 threshold=550.81750000000011 1424.6500000000003 883.10000000000014 66.245000000000019 32.041442500000009 126.081 606.07650000000001 374.95650000000006 388.83500000000009 0 169.67250000000004 1079.5035000000003 8.8950000000000014 372.84853050000009 1 119.56500000000001 8.3602500000000024 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 left_child=1 2 6 4 5 16 8 13 11 10 -10 14 -11 15 -1 -8 -4 right_child=-2 -3 3 -5 -6 -7 7 -9 9 12 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.21537636101518046 0.92906429204073815 -0.49812283645976674 0.26953985651801615 1.5890950803756716 -0.9638752704196506 1.0547890520952641 -0.15628050098699681 -1.1542319867312909 0.35085199379059206 0.08439485424248748 2.0277678782851605 -0.69441822588443758 -0.52787210125923156 -0.68873104268854324 -0.00019718132826772205 0.32167110080718991 -0.11628331153623518 leaf_weight=209 22 44 85 20 27 20 170 20 83 129 27 32 50 33 102432 50 31 leaf_count=209 22 44 85 20 27 20 170 20 83 129 27 32 50 33 102432 50 31 internal_value=0 0.000396813 0.000608912 0.252236 0.088204 0.297073 0.000162864 -0.206216 0.000710069 0.236553 0.69892 4.62282e-05 -0.0820459 -0.131274 0.000262739 -0.0476551 0.166432 internal_weight=0 103462 103418 183 163 136 103235 273 102962 289 110 102673 179 253 102641 220 116 internal_count=103484 103462 103418 183 163 136 103235 273 102962 289 110 102673 179 253 102641 220 116 cat_boundaries=0 1 6 cat_threshold=2656 0 0 4096 131072 2147483648 is_linear=0 shrinkage=0.01 Tree=671 num_leaves=18 num_cat=0 split_feature=11 10 22 0 14 2 3 5 9 2 5 13 0 3 16 10 5 split_gain=251055 795998 119753 93407.3 249949 485801 198937 132153 224074 155574 150581 589171 230268 150408 148072 115043 33375.5 threshold=1085.9700000000003 7.9226890000000019 550.81750000000011 883.10000000000014 82.410000000000011 290.26516000000009 126.081 606.07650000000001 483.06600000000009 466.65428000000003 388.83500000000009 290.61700000000002 169.65250000000003 119.56500000000001 1079.5035000000003 553.80150000000015 4.440100000000001 decision_type=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 16 10 9 13 14 12 -12 -9 15 -1 -5 right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 11 -13 -14 -15 -16 -17 -18 leaf_value=0.00058030666492797211 -0.24892401386709775 2.2652678208351138 -0.7734912900924682 0.068896439838409429 -0.82699458789825442 1.8168428688049318 1.0493503206116812 -0.18060204358782087 -1.2116826144854229 -0.80063970165867959 -0.059623840221991901 1.7640078314490941 0.65292061485093211 0.45129700373237336 -0.66981756643815471 -0.25603499869619095 -0.37859970283508304 leaf_weight=102457 34 20 20 100 20 20 21 175 21 31 208 23 58 48 33 175 20 leaf_count=102457 34 20 20 100 20 20 21 175 21 31 208 23 58 48 33 175 20 internal_value=0 0.682258 0.000232612 0.000382254 0.227353 0.358328 0.151447 -1.57134e-05 -0.218939 -0.136862 0.000569052 0.228511 0.095743 -0.0445879 -7.26014e-05 0.000142746 -0.00568625 internal_weight=0 54 103430 103410 181 161 141 103229 275 254 102954 289 266 223 102665 102632 120 internal_count=103484 54 103430 103410 181 161 141 103229 275 254 102954 289 266 223 102665 102632 120 is_linear=0 shrinkage=0.01 Tree=672 num_leaves=20 num_cat=0 split_feature=11 10 1 2 0 15 7 2 5 6 5 13 1 16 1 0 10 0 1 split_gain=246059 780158 134035 165176 118706 224872 469656 294792 124656 222293 147755 606860 237895 167321 116205 114637 108880 36113.3 28781.6 threshold=1085.9700000000003 7.9226890000000019 1449.0631000000001 10.852000000000002 883.10000000000014 36.88000000000001 6.5679999999999996 158.28725000000003 606.07650000000001 372.84853050000009 388.83500000000009 290.61700000000002 104.02000000000001 1079.5035000000003 383.96180000000004 233.37814 553.80150000000015 99.686260000000019 8.3602500000000024 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 8 6 7 18 10 14 13 12 -12 16 15 -10 -1 -11 -6 right_child=1 -3 3 -5 5 -7 -8 -9 9 17 11 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.00063481648605045766 -0.24643476984080145 2.2426150846481323 -0.03927164316177368 -1.164871394850991 0.27202226264136181 1.2575227251052856 -1.0427205382074629 1.501859600186348 -0.10576831324045596 -0.58785908889770511 -0.087401339000033343 1.8229636062275278 0.58567804627948339 -0.70141852659337656 -0.82228703260421754 0.64173244600710666 -0.24972708141324165 -1.1816049930027555 -0.10871676921844482 leaf_weight=102428 34 20 32 22 84 20 28 20 190 20 194 22 72 34 20 23 174 21 26 leaf_count=102428 34 20 32 22 84 20 28 20 190 20 194 22 72 34 20 23 174 21 26 internal_value=0 0.675436 0.000230286 -0.497849 0.000490465 0.25851 0.132052 0.38508 4.54237e-05 -0.212966 0.000612495 0.226799 0.0947856 -2.21926e-05 -0.0934844 -0.0250523 0.000210234 -0.891973 0.182029 internal_weight=0 54 103430 54 103376 178 158 130 103198 274 102924 288 266 102636 233 213 102602 41 110 internal_count=103484 54 103430 54 103376 178 158 130 103198 274 102924 288 266 102636 233 213 102602 41 110 is_linear=0 shrinkage=0.01 Tree=673 num_leaves=23 num_cat=1 split_feature=22 0 16 7 2 5 9 2 3 4 5 13 0 9 16 24 10 7 7 2 0 26 split_gain=187619 83009.7 240267 343764 213999 138368 213814 146531 154528 212974 134318 534399 229888 320344 142099 113904 94102.1 117896 112936 50874.4 30773.3 42084.2 threshold=550.81750000000011 883.10000000000014 66.245000000000019 32.041442500000009 163.44010000000003 606.07650000000001 483.06600000000009 466.65428000000003 119.56500000000001 183.09000000000003 388.83500000000009 290.61700000000002 169.65250000000003 33.033750000000005 1079.5035000000003 0 553.80150000000015 369.57140000000004 136.29250000000002 23.455000000000002 1438.4900000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 5 3 4 20 10 7 8 19 -10 14 12 15 -14 16 -12 18 -18 -1 -7 21 -3 right_child=-2 2 -4 -5 -6 6 -8 -9 9 -11 11 -13 13 -15 -16 -17 17 -19 -20 -21 -22 -23 leaf_value=-0.00069601905770934618 0.92395855123346504 0.20919290623766312 1.1927435788241301 -0.95149491204155823 1.2389830304384233 -0.12577617923934739 -1.1932381906395866 -0.78817368384330511 -0.11453978640692575 1.2365692312475294 0.16481355844345769 1.6444823368887107 1.4681521382698646 -0.026225521713495254 -0.65610521316528325 -0.28291947792316302 -0.135399909670091 -0.93321201233636775 0.085453098605462255 -0.62998705988344939 0.36788923399788992 -0.24882611165727889 leaf_weight=100952 22 47 22 27 20 154 21 31 28 20 103 24 26 32 33 106 157 21 1545 23 35 35 leaf_count=100952 22 47 22 27 20 154 21 31 28 20 103 24 26 32 33 106 157 21 1545 23 35 35 internal_value=0 0.000380449 0.211446 0.0798084 0.283058 3.2001e-07 -0.2232 -0.143626 -0.0548221 0.448422 0.000600583 0.215139 0.0866592 0.643668 -7.26515e-06 -0.0679174 0.000203606 -0.229524 0.000602559 -0.191295 0.119652 0.013697 internal_weight=0 103462 186 164 137 103276 277 256 225 48 102999 291 267 58 102708 209 102675 178 102497 177 117 82 internal_count=103484 103462 186 164 137 103276 277 256 225 48 102999 291 267 58 102708 209 102675 178 102497 177 117 82 cat_boundaries=0 1 cat_threshold=1624 is_linear=0 shrinkage=0.01 Tree=674 num_leaves=22 num_cat=1 split_feature=11 10 1 2 0 14 2 3 5 6 5 24 3 11 10 1 7 1 0 3 0 split_gain=240991 764457 131549 162178 114344 263478 670930 136674 119747 215819 142128 440479 586260 174743 115168 230430 116954 113618 112276 55374.9 28366.7 threshold=1085.9700000000003 7.9226890000000019 1449.0631000000001 10.852000000000002 883.10000000000014 54.026500000000006 256.18250000000006 114.45750000000002 606.07650000000001 372.84853050000009 388.83500000000009 0 169.67250000000004 13.805400000000002 553.80150000000015 174.76450000000003 136.29250000000002 383.96180000000004 233.37814 106.765 1438.4900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 8 6 7 20 10 17 14 12 -12 -13 16 -16 -1 18 -10 -11 -6 right_child=1 -3 3 -5 5 -7 -8 -9 9 19 11 13 -14 -15 15 -17 -18 -19 -20 -21 -22 leaf_value=-0.00090555452282609311 -0.24410861744600185 2.2197686238288878 -0.03882079541683197 -1.1541575967181812 -0.095942150751749666 -0.69806816635131841 2.0694717398143951 0.90657117867469794 -0.10321789371653607 -0.5011953268051148 0.34235611530671634 0.080524422757661168 2.0631656265258789 -0.63969975301954485 -0.094895776544957344 -1.0702637161879704 0.086818803325150587 -0.8116466665267944 0.63654575969861904 -1.2364260655357724 0.2501778240764842 leaf_weight=100917 34 20 32 22 78 25 21 20 190 20 83 134 26 45 147 29 1543 20 23 21 34 leaf_count=100917 34 20 32 22 78 25 21 20 190 20 83 134 26 45 147 29 1543 20 23 21 34 internal_value=0 0.668439 0.000222225 -0.493217 0.00047998 0.253715 0.409235 0.145106 4.31913e-05 -0.208732 0.000598985 0.222436 0.689562 -0.0952181 -2.34982e-05 -0.25561 0.000415534 -0.0910034 -0.0233373 -0.877777 0.00912998 internal_weight=0 54 103430 54 103376 178 153 132 103198 274 102924 288 109 179 102636 176 102460 233 213 41 112 internal_count=103484 54 103430 54 103376 178 153 132 103198 274 102924 288 109 179 102636 176 102460 233 213 41 112 cat_boundaries=0 1 cat_threshold=2656 is_linear=0 shrinkage=0.01 Tree=675 num_leaves=21 num_cat=3 split_feature=25 11 7 2 25 0 14 24 16 0 4 10 16 17 0 13 6 26 12 11 split_gain=217006 140088 187561 166374 137260 415231 321549 286906 191745 165713 163969 129961 84161 99362.1 142131 94807 45290.4 35830.7 16638.2 12566.4 threshold=0 671.11374000000012 32.041442500000009 172.78900000000002 1 1438.4900000000002 766.49265000000003 2 655.48225000000014 1438.4900000000002 553.21400000000006 77.194900000000004 178.60500000000002 1009.0614800000001 658.11750000000018 371.41875000000005 276.21600000000007 2022.5000000000002 103.41828000000002 901.21050000000014 decision_type=9 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 4 11 -4 5 6 7 10 -9 12 -2 18 13 14 -6 16 -14 -1 19 -3 right_child=1 2 3 -5 9 -7 -8 8 -10 -11 -12 -13 15 -15 -16 -17 -18 -19 -20 -21 leaf_value=-0.56454550380438151 -0.10636384858692484 -0.31960011432568236 -0.33796546982180686 -1.5078192653656006 0.00082741187100170285 1.3135050524198093 1.0964830543254984 0.079240750068504562 1.0155736406892539 -0.83120137174924213 0.65423891001734236 0.67093488264083856 -0.11649902709911868 0.70528716807067393 -0.3157763558290374 -0.6557903529703617 0.32087250061035155 -0.24336328184999087 -0.48263496482372281 -0.016895267120562493 leaf_weight=71 1251 24 31 20 97512 26 29 3724 22 24 29 20 447 20 142 32 25 68 20 32 leaf_count=71 1251 24 31 20 97512 26 29 3724 22 24 29 20 447 20 142 32 25 68 20 32 internal_value=0 0.00182887 -0.306656 -0.796732 0.00226811 0.0528965 0.0465173 0.040459 0.0845142 -0.000356772 -0.0884405 -0.0463026 -0.000153705 0.000511375 0.000367034 -0.129045 -0.0933332 -0.380077 -0.235049 -0.146626 internal_weight=0 103430 147 51 103283 5081 5055 5026 3746 98202 1280 96 98178 97674 97654 504 472 139 76 56 internal_count=103569 103430 147 51 103283 5081 5055 5026 3746 98202 1280 96 98178 97674 97654 504 472 139 76 56 cat_boundaries=0 4 10 11 cat_threshold=0 0 0 131072 1074823424 2 4098 135266600 2149072928 1 162 is_linear=0 shrinkage=0.01 Tree=676 num_leaves=18 num_cat=3 split_feature=25 11 7 2 25 0 14 24 3 16 10 9 0 5 0 2 11 split_gain=212688 137301 183829 163063 134529 406968 315150 281196 231092 187930 127375 122524 116226 95011.1 129340 22912.6 11376.5 threshold=0 671.11374000000012 32.041442500000009 172.78900000000002 1 1438.4900000000002 766.49265000000003 2 1077.3535000000002 655.48225000000014 77.194900000000004 422.48500000000007 1438.4900000000002 1424.6500000000003 658.11750000000018 23.455000000000002 1085.9700000000003 decision_type=9 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 left_child=-1 4 10 -4 5 6 7 11 12 -9 16 -2 13 14 -6 -10 -3 right_child=1 2 3 -5 8 -7 -8 9 15 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.37627596871964886 -0.075005777764386758 -0.33424694050682918 -0.33458581739856352 -1.4927410974502564 0.00046197130552612305 1.3003699845534105 1.0855181950536268 0.078448338912025697 -0.49408500700337549 1.0054178822040558 0.66422557616233835 -0.81152609369029172 -0.74385880379449765 0.65726267944682737 -0.29945668663415648 -0.91838178086280819 -0.085290340978291732 leaf_weight=139 1257 45 31 20 97960 26 29 3724 35 22 20 23 21 22 144 20 31 leaf_count=139 1257 45 31 20 97960 26 29 3724 35 22 20 23 21 22 144 20 31 internal_value=0 0.00181058 -0.303589 -0.788764 0.00224542 0.0523675 0.0460521 0.0400544 -0.000353205 0.083669 -0.0458396 -0.0875561 9.90036e-06 0.000169096 2.17417e-05 -0.648375 -0.232699 internal_weight=0 103430 147 51 103283 5081 5055 5026 98202 3746 96 1280 98147 98126 98104 55 76 internal_count=103569 103430 147 51 103283 5081 5055 5026 98202 3746 96 1280 98147 98126 98104 55 76 cat_boundaries=0 4 10 11 cat_threshold=0 0 0 131072 1074823424 2 4098 135266600 2149072928 1 162 is_linear=0 shrinkage=0.01 Tree=677 num_leaves=24 num_cat=3 split_feature=25 11 7 2 25 0 24 4 7 4 15 4 4 0 9 12 1 11 12 5 5 12 11 split_gain=208737 134568 180171 159818 131851 398870 273984 282043 280990 258870 172359 431321 239183 159546 90461.2 80971.8 178644 109549 91274.4 361531 87190 30831.8 709.519 threshold=0 671.11374000000012 32.041442500000009 172.78900000000002 1 1438.4900000000002 2 553.21400000000006 16.158000000000005 341.416 61.090000000000011 98.725000000000009 522.5150000000001 1438.4900000000002 57.868500000000004 422.00100000000003 242.38250000000002 228.79300000000003 236.58700000000002 178.71625000000003 1424.6500000000003 109.53250000000001 1085.9700000000003 decision_type=9 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 14 -4 5 6 7 9 -9 -2 12 -12 -8 15 21 18 17 -17 20 -20 -6 22 -3 right_child=1 2 3 -5 13 -7 10 8 -10 -11 11 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 leaf_value=-0.37276574305939997 -0.060767938519564003 -0.11220106283823648 -0.33123997426802115 -1.4778136911392212 -0.00038267616417211317 1.2873662655170148 0.093257106478752641 1.6037094211578369 0.039850955163991009 -0.88532731533050535 0.044777840709123086 1.036436035170484 -0.49784768608638219 -0.81558619300524404 0.55301303456723694 -0.19644614979529226 -1.0503173739259892 0.50467286747235518 0.034210342701557463 1.0884237068499389 0.61539030365321945 -0.53988553380966187 -0.039848290837329367 leaf_weight=139 1605 33 31 20 97687 26 3100 20 27 39 127 67 70 24 20 156 22 26 226 38 23 20 23 leaf_count=139 1605 33 31 20 97687 26 3100 20 27 39 127 67 70 24 20 156 22 26 226 38 23 20 23 internal_value=0 0.00179248 -0.300553 -0.780877 0.00222297 0.0518439 0.0455916 -0.0581482 0.705323 -0.0803287 0.0976217 0.387258 0.0802043 -0.000349672 -0.0453812 -0.00015042 -0.199172 -0.0962863 0.00026398 0.185953 -0.000237729 -0.202853 -0.0824847 internal_weight=0 103430 147 51 103283 5081 5055 1691 47 1644 3364 194 3170 98202 96 98178 204 182 97974 264 97710 76 56 internal_count=103569 103430 147 51 103283 5081 5055 1691 47 1644 3364 194 3170 98202 96 98178 204 182 97974 264 97710 76 56 cat_boundaries=0 4 10 11 cat_threshold=0 0 0 131072 1074823424 2 4098 135266600 2149072928 1 2210 is_linear=0 shrinkage=0.01 Tree=678 num_leaves=19 num_cat=3 split_feature=25 11 5 25 0 14 24 3 16 0 0 5 0 8 26 12 11 2 split_gain=204859 131890 163064 129255 391541 309101 279033 226266 183607 116191 111388 91597.4 126146 61739 35117.7 29138.2 50699.6 22447.7 threshold=0 671.11374000000012 123.21700000000001 1 1438.4900000000002 766.49265000000003 2 1077.3535000000002 655.48225000000014 538.27200000000016 1438.4900000000002 1424.6500000000003 658.11750000000018 86.455000000000027 2022.5000000000002 8.3380000000000027 1085.9700000000003 23.455000000000002 decision_type=9 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=14 3 13 4 5 6 9 10 -8 -2 11 12 -5 15 -1 16 -3 -9 right_child=1 2 -4 7 -6 -7 8 17 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.55140962735867838 -0.070493517874150161 -0.11818800985813141 -0.91658441247362077 0.00040169157491425474 1.2744926129854641 1.0738759757732523 0.076121299090332911 -0.48890708136558531 0.99225130113688387 -0.62449064646011743 -0.72826435407002765 0.64529327457601371 -0.29682396349373397 -0.5690064072608948 -0.23343923598952482 -0.27303030217135393 0.45802764012263375 -0.90887733268737791 leaf_weight=71 1293 37 33 97741 26 29 3892 35 22 39 21 22 143 24 68 27 26 20 leaf_count=71 1293 37 33 97741 26 29 3892 35 22 39 21 22 143 24 68 27 26 20 internal_value=0 0.00177455 -0.297548 0.00220074 0.0502485 0.0443095 0.0386181 -0.000403813 0.0810636 -0.086068 -4.37182e-05 0.000112479 -3.25292e-05 -0.118353 -0.369288 0.0018216 0.119615 -0.641624 internal_weight=0 103430 147 103283 5301 5275 5246 97982 3914 1332 97927 97906 97884 114 139 90 63 55 internal_count=103569 103430 147 103283 5301 5275 5246 97982 3914 1332 97927 97906 97884 114 139 90 63 55 cat_boundaries=0 4 10 11 cat_threshold=0 0 0 131072 1074823424 2 4354 135266600 2149072928 1 162 is_linear=0 shrinkage=0.01 Tree=679 num_leaves=21 num_cat=4 split_feature=25 11 7 2 25 0 14 24 25 4 3 0 12 1 16 9 26 12 2 11 split_gain=200782 129266 174833 155660 126685 383322 322845 264191 409610 247925 230143 109188 91861.5 189363 92812.8 89144.7 34418.8 29443.2 26516.9 605.972 threshold=0 671.11374000000012 32.041442500000009 172.78900000000002 1 1438.4900000000002 766.49265000000003 2 3 173.30025000000003 1077.3535000000002 1438.4900000000002 521.05947000000003 205.81150000000002 920.44288200000017 57.868500000000004 2022.5000000000002 109.53250000000001 54.445500000000003 1085.9700000000003 decision_type=9 2 2 2 9 2 2 1 9 2 2 2 2 2 2 2 2 2 2 2 left_child=16 4 15 -4 5 6 7 8 -2 -9 11 12 14 -14 -6 17 -1 19 -12 -3 right_child=1 2 3 -5 10 -7 -8 9 -10 -11 18 -13 13 -15 -16 -17 -18 -19 -20 -21 leaf_value=-0.54589553289010495 0.71883680334958155 -0.10936637143294016 -0.32397793939036712 -1.4555370121002198 0.00073064889720780607 1.2617477035522462 1.115298081806728 -0.051433312930429943 0.090179611561457915 0.27366514754898352 -0.47497181839291253 -0.72098170507521864 -0.098227120386741945 -1.1061744542555376 -0.49357594213987654 0.5508150363862514 -0.23110483971862672 -0.52888617968559271 -0.92482229757308954 -0.042501300314198368 leaf_weight=71 100 33 31 20 97879 26 28 2689 2043 257 38 21 122 22 38 20 68 20 20 23 leaf_count=71 100 33 31 20 97879 26 28 2689 2043 257 38 21 122 22 38 20 68 20 20 23 internal_value=0 0.00175681 -0.294572 -0.767727 0.00217873 0.0505089 0.0444532 0.0385613 0.122718 -0.0229947 -0.000359106 1.32454e-05 0.000167648 -0.252219 0.000538817 -0.0432088 -0.365595 -0.199531 -0.630093 -0.0819039 internal_weight=0 103430 147 51 103283 5143 5117 5089 2143 2946 98140 98082 98061 144 97917 96 139 76 58 56 internal_count=103569 103430 147 51 103283 5143 5117 5089 2143 2946 98140 98082 98061 144 97917 96 139 76 58 56 cat_boundaries=0 4 10 11 16 cat_threshold=0 0 0 131072 1074823424 0 4354 135266600 2149072928 1 1116 0 0 0 288 2147483680 is_linear=0 shrinkage=0.01 Tree=680 num_leaves=24 num_cat=4 split_feature=25 4 6 24 3 9 7 1 6 10 25 2 13 24 16 2 4 1 10 26 4 16 2 split_gain=280251 254820 238670 219747 307868 280984 238023 194638 148568 138320 103240 214298 262800 185591 112856 120463 102172 275502 102846 99251.4 31177.5 22930 5235.41 threshold=0 522.5150000000001 884.13250000000005 1 670.0675 263.08125000000007 369.57140000000004 2.6565000000000007 1424.6500000000003 362.01900000000001 2 362.00600000000003 280.30300000000005 3 518.28800000000012 132.27250000000004 370.75000000000006 365.42300000000006 897.08550000000014 2022.5000000000002 678.11800000000005 920.44288200000017 873.74500000000012 decision_type=9 2 2 1 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 left_child=19 8 3 5 6 7 9 20 10 -5 11 12 13 -2 16 21 18 -18 -12 -1 -3 -16 -13 right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 14 22 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 leaf_value=-0.72398761640276232 -0.077685257699340579 0.5797609332629613 -1.3231701574325561 -0.29250936295067131 -1.5671423025131226 1.2484600968360902 0.71550860404968264 -0.69124841511249546 0.65173492056982851 -1.1693641920089721 -0.0020462370703966172 -0.60299252639214196 0.9432215495670544 0.10396353285758042 -0.075180443172392086 -1.0132469701766968 0.062677921347501803 1.0111889346440632 0.39585861778259279 -0.20530360221862792 0.10968644563541856 -0.40569500442208911 -0.41676962027182946 leaf_weight=70 742 21 20 179 20 20 22 32 35 20 99311 36 34 2255 76 20 205 36 65 78 43 29 26 leaf_count=70 742 21 20 179 20 20 22 32 35 20 99311 36 34 2255 76 20 205 36 65 78 43 29 26 internal_value=0 -0.00062612 -0.260135 -0.200581 -0.363937 0.156673 -0.271517 -0.054463 0.000324871 -0.380635 0.000103163 0.0569075 0.0689962 0.0590784 -0.00166388 -0.30195 -0.00128724 0.204364 -0.00178597 -0.422106 0.26393 -0.166465 -0.524899 internal_weight=0 103247 377 357 241 116 221 96 102870 199 102835 3093 3031 2997 99742 125 99617 241 99376 148 64 105 62 internal_count=103395 103247 377 357 241 116 221 96 102870 199 102835 3093 3031 2997 99742 125 99617 241 99376 148 64 105 62 cat_boundaries=0 5 6 12 13 cat_threshold=0 0 0 134217728 2147483680 2311 1073742080 536887298 4224 7536928 524288 512 164 is_linear=0 shrinkage=0.01 Tree=681 num_leaves=23 num_cat=2 split_feature=14 25 4 8 2 7 8 2 6 3 25 2 12 4 0 26 16 17 11 14 2 14 split_gain=388040 262555 176726 391982 245985 153629 417260 234194 145365 130945 115062 208050 251505 104865 333373 104050 88236.7 85122.8 67875.3 26716.6 4376.49 2739.48 threshold=606.07650000000001 0 522.5150000000001 679.47498000000007 747.71500000000015 286.84000000000009 82.218500000000006 348.16250000000008 1424.6500000000003 364.96250000000003 1 362.00600000000003 333.75500000000005 370.75000000000006 316.39255000000009 2022.5000000000002 267.04450000000003 221.24100000000001 23.808000000000003 766.49265000000003 873.74500000000012 1018.0250000000002 decision_type=2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 15 8 4 5 7 -7 -4 10 17 11 12 -3 16 -15 -1 -12 18 19 -2 -13 -21 right_child=9 2 3 -5 -6 6 -8 -9 -10 -11 13 20 -14 14 -16 -17 -18 -19 -20 21 -22 -23 leaf_value=-0.71674774333408908 -0.068758063117663068 0.071376737920731806 -0.21571638102714832 1.1055370766775949 -1.3248632812500001 -0.61836503679102117 1.3773638112545012 -1.1513783528109391 0.64521761178970338 -1.2470895976112002 -0.00098978754724148152 -0.62045367773622273 1.0795958018779754 0.045501678282022472 1.0672567859448885 -0.18237841179496364 -0.16862084446114206 0.20424357533454895 -0.90039580068280611 -0.55169739633798598 -0.43723334789276125 -0.40353889335806559 leaf_weight=70 24 2399 247 21 22 22 20 30 35 21 99675 32 25 200 38 76 315 20 31 24 22 26 leaf_count=70 24 2399 247 21 22 22 20 30 35 21 99675 32 25 200 38 76 315 20 31 24 22 26 internal_value=0 -0.000529097 9.12042e-05 -0.220472 -0.302132 -0.231599 0.331982 -0.317052 0.00086835 -0.516433 0.000648769 0.0678252 0.081775 -0.00101874 0.208639 -0.410469 -0.00151788 -0.393683 -0.507573 -0.343013 -0.545808 -0.474655 internal_weight=0 103249 103103 362 341 319 42 277 102741 146 102706 2478 2424 100228 238 146 99990 125 105 74 54 50 internal_count=103395 103249 103103 362 341 319 42 277 102741 146 102706 2478 2424 100228 238 146 99990 125 105 74 54 50 cat_boundaries=0 5 10 cat_threshold=0 0 0 134217728 2147483680 1073742080 536887298 4224 3277088 524288 is_linear=0 shrinkage=0.01 Tree=682 num_leaves=23 num_cat=3 split_feature=14 25 4 8 2 7 8 2 6 3 25 24 9 5 4 0 16 17 10 15 14 14 split_gain=380318 257330 173209 384182 241090 150572 408956 229534 142472 128339 112773 299096 371196 260356 102778 326739 86480.8 83428.9 36460.6 7283.4 10616.4 11868.9 threshold=606.07650000000001 0 522.5150000000001 679.47498000000007 747.71500000000015 286.84000000000009 82.218500000000006 348.16250000000008 1424.6500000000003 364.96250000000003 1 2 206.28168000000002 388.83500000000009 370.75000000000006 316.39255000000009 267.04450000000003 221.24100000000001 147.42100000000002 65.857500000000016 766.49265000000003 1018.0250000000002 decision_type=2 9 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 8 4 5 7 -7 -4 10 17 11 12 -3 -13 16 -16 -12 18 19 20 -2 -22 right_child=9 2 3 -5 -6 6 -8 -9 -10 -11 14 13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 leaf_value=-0.40636391187325499 -0.16623788571357728 -0.16036390622598784 -0.21355921527152119 1.0944816929953438 -1.3116146382418545 -0.61218137914484194 1.3635901176929475 -1.1398645831346512 0.63876542527335034 -1.2346187382652647 -0.00097988955407901667 0.12040700253687014 1.2234352853298187 1.2403165992775134 0.045046663099527359 1.056584203619706 -0.16693463226963606 0.20220113539695739 -0.8751872671218146 -0.5758974936008453 -0.61598842155365718 -0.28716795264378842 leaf_weight=146 20 630 247 21 22 22 20 30 35 21 99675 1807 20 21 200 38 315 20 21 20 21 23 leaf_count=146 20 630 247 21 22 22 20 30 35 21 99675 1807 20 21 200 38 315 20 21 20 21 23 internal_value=0 -0.000523806 9.02923e-05 -0.218267 -0.299111 -0.229283 0.328662 -0.313881 0.000859666 -0.511269 0.000642282 0.0671469 -0.116001 0.132547 -0.00100855 0.206553 -0.0015027 -0.389746 -0.502498 -0.409325 -0.357272 -0.444105 internal_weight=0 103249 103103 362 341 319 42 277 102741 146 102706 2478 650 1828 100228 238 99990 125 105 84 64 44 internal_count=103395 103249 103103 362 341 319 42 277 102741 146 102706 2478 650 1828 100228 238 99990 125 105 84 64 44 cat_boundaries=0 5 10 11 cat_threshold=0 0 0 134217728 2147483680 1073742080 536887298 4224 3277088 524288 164 is_linear=0 shrinkage=0.01 Tree=683 num_leaves=25 num_cat=3 split_feature=14 25 3 2 0 6 25 24 9 13 9 10 9 6 3 12 7 7 26 26 10 13 14 14 split_gain=372749 252536 125785 108379 147542 318915 109981 227367 320964 176837 130487 114277 106187 287828 278312 446535 138329 112963 101979 62095 50968.8 77939.9 14224.7 3564.35 threshold=606.07650000000001 0 364.96250000000003 873.74500000000012 367.42525000000006 82.242500000000007 1 2 220.26500000000001 256.34000000000009 96.581750000000014 176.89000000000001 396.91800000000006 1424.6500000000003 52.789999999999999 221.00625000000005 26.017500000000002 359.98750000000001 2022.5000000000002 2022.5000000000002 147.42100000000002 74.53625000000001 766.49265000000003 1018.0250000000002 decision_type=2 9 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 18 20 6 5 19 7 8 11 10 -9 -3 13 17 15 -14 -16 -8 -1 -5 21 22 -2 -24 right_child=2 3 -4 4 -6 -7 12 9 -10 -11 -12 -13 14 -15 16 -17 -18 -19 -20 -21 -22 -23 23 -25 leaf_value=-0.70551662881033761 -0.24324050274762241 -0.10652368616620908 -1.2222725468590145 -0.7075684117078781 -1.0120889356861944 0.86329064998626703 -0.0016738912960217148 0.12611786935813885 1.1312764510241422 0.87185442932190438 -0.31975676112315238 0.62245333411476833 -0.12283201459661064 1.0513291501998903 -0.13948417430338653 1.2579844537835856 -0.83963177824673596 0.15891033396937629 -0.17649098459043 -0.17408744730055334 -0.7532439710353982 0.18063400361273027 -0.63658737401167553 -0.46237870549378185 leaf_weight=70 22 955 21 40 23 25 99134 1888 22 31 68 22 236 26 46 26 73 440 76 48 29 27 24 23 leaf_count=70 22 955 21 40 23 25 99134 1888 22 31 68 22 236 26 46 26 73 440 76 48 29 27 24 23 internal_value=0 -0.000518962 -0.506156 8.93893e-05 -0.28202 -0.133422 0.000462011 0.0601624 -0.0625848 0.12188 0.110617 -0.0901086 -0.00132687 -0.000689603 -0.167953 0.0141956 -0.568986 -0.000964298 -0.402561 -0.416579 -0.385848 -0.274864 -0.453103 -0.551336 internal_weight=0 103249 146 103103 136 113 102967 2986 999 1987 1956 977 99981 99600 381 262 119 99574 146 88 125 96 69 47 internal_count=103395 103249 146 103103 136 113 102967 2986 999 1987 1956 977 99981 99600 381 262 119 99574 146 88 125 96 69 47 cat_boundaries=0 5 10 11 cat_threshold=0 0 0 134217728 2147483680 1073742080 536887298 4224 3342624 524288 165 is_linear=0 shrinkage=0.01 Tree=684 num_leaves=23 num_cat=4 split_feature=14 25 4 14 16 24 0 4 6 3 25 24 9 13 4 0 26 16 17 11 14 14 split_gain=365332 247511 169553 195572 236290 216385 301192 140635 136584 123282 108623 289579 358012 173648 100814 320407 99949.9 84609.4 81696.9 65838.6 25541.5 2589.51 threshold=606.07650000000001 0 522.5150000000001 167.07900000000004 52.529249999999998 1 438.09750000000008 615.12750000000017 1424.6500000000003 364.96250000000003 2 3 206.28168000000002 280.30300000000005 370.75000000000006 316.39255000000009 2022.5000000000002 267.04450000000003 221.24100000000001 23.808000000000003 766.49265000000003 1018.0250000000002 decision_type=2 9 2 2 2 1 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 16 8 4 5 7 -7 -4 10 18 11 12 -3 -13 17 -16 -1 -12 19 20 -2 -22 right_child=9 2 3 -5 -6 6 -8 -9 -10 -11 14 13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 leaf_value=-0.69846145302908769 -0.06333682537078858 -0.15787576274833984 -0.41740655160719348 -1.0515193748474121 0.87577254227229528 -0.29396734559213794 -1.5857746334075926 0.37737593653835833 0.62543548641886026 -1.2100497886112758 -0.0009555977034673925 0.11949413574556393 1.2011259560585021 0.95867292232513424 0.044651172673702243 1.0463394141197204 -0.17472609030572994 -0.1651049138505071 0.20378044795989991 -0.88044929750504042 -0.53511081268390026 -0.39106468506730524 leaf_weight=70 24 630 31 26 21 185 20 79 35 21 99675 1803 20 25 200 38 76 315 20 31 24 26 leaf_count=70 24 630 31 26 21 185 20 79 35 21 99675 1803 20 25 200 38 76 315 20 31 24 26 internal_value=0 -0.000513772 8.84954e-05 -0.215952 -0.151295 -0.219766 -0.400463 0.140609 0.000849706 -0.501094 0.000636861 0.0659066 -0.114302 0.130258 -0.000983321 0.204585 -0.398535 -0.00147272 -0.38199 -0.493565 -0.331492 -0.460207 internal_weight=0 103249 103103 362 336 315 205 110 102741 146 102706 2478 650 1828 100228 238 146 99990 125 105 74 50 internal_count=103395 103249 103103 362 336 315 205 110 102741 146 102706 2478 650 1828 100228 238 146 99990 125 105 74 50 cat_boundaries=0 5 6 11 12 cat_threshold=0 0 0 134217728 2147483680 2071 1073742080 536887298 4224 3277088 524288 164 is_linear=0 shrinkage=0.01 Tree=685 num_leaves=17 num_cat=1 split_feature=25 2 12 0 1 22 0 1 2 8 3 5 2 26 26 26 split_gain=382496 220624 1.19158e+06 197524 176536 148088 88352.5 310736 467435 119398 119741 346716 130819 73193.3 63477.8 41825.8 threshold=0 873.74500000000012 164.49524000000002 130.34875000000002 7.8769000000000009 550.81750000000011 883.10000000000014 383.96180000000004 256.18250000000006 1449.0631000000001 888.10000000000014 65.306500000000014 537.86000000000013 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 5 3 4 14 6 9 8 13 10 12 -12 -2 -8 -3 -1 right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11 11 -13 -14 -15 -16 -17 leaf_value=-0.62713942628015173 -0.00059669531976053831 0.35556503149179314 2.5909438117345172 0.70163013458251955 -0.85560455341424257 -0.74118354444150569 0.43112404187520348 -0.72722613055130536 1.8268887119293213 -0.6213962741821043 -0.001576902282481291 1.1704061410006354 -0.26323563841299008 -0.041968930398716645 -0.21140765690803526 -0.32455634229277308 leaf_weight=88 102754 39 21 34 28 27 63 29 20 31 98 34 190 68 40 95 leaf_count=88 102754 39 21 34 28 27 63 29 20 31 98 34 190 68 40 95 internal_value=0 -0.000111024 0.368636 0.0376541 -0.173329 -0.000689243 -0.000495672 0.220862 0.402945 -0.000882109 -0.00069549 0.300298 -0.00108144 0.185549 0.0684903 -0.445705 internal_weight=0 103476 162 141 107 103314 103287 180 151 103107 103076 132 102944 131 79 183 internal_count=103659 103476 162 141 107 103314 103287 180 151 103107 103076 132 102944 131 79 183 cat_boundaries=0 5 cat_threshold=0 0 0 131072 2147483648 is_linear=0 shrinkage=0.01 Tree=686 num_leaves=15 num_cat=1 split_feature=25 2 12 0 1 22 11 10 9 0 1 2 26 26 split_gain=374884 216234 1.16787e+06 193593 173023 145141 105059 99602.9 258243 93021.2 311208 104677 62214.6 40993.5 threshold=0 873.74500000000012 164.49524000000002 130.34875000000002 7.8769000000000009 550.81750000000011 1429.7025000000001 1092.2834 86.280000000000015 883.10000000000014 383.96180000000004 537.86000000000013 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 5 3 4 12 6 7 9 -9 11 -11 -2 -3 -1 right_child=1 2 -4 -5 -6 -7 -8 8 -10 10 -12 -13 -14 -15 leaf_value=-0.6208680216290734 -0.00052311384031323226 0.35200941183628182 2.5650344353630432 0.69461380173178289 -0.84704849894557688 -0.73377170492101595 -0.63607896419671872 -0.034218945936723193 1.3362293994426728 0.41229798681783997 -0.71995389231320095 -0.22838685272943857 -0.20929358112812044 -0.32131077924017848 leaf_weight=88 102817 39 21 34 28 27 26 44 20 149 29 202 40 95 leaf_count=88 102817 39 21 34 28 27 26 44 20 149 29 202 40 95 internal_value=0 -0.000109913 0.36495 0.0372776 -0.171596 -0.00068235 -0.000490715 -0.000330681 0.394046 -0.000575263 0.22783 -0.00096991 0.0678054 -0.441248 internal_weight=0 103476 162 141 107 103314 103287 103261 64 103197 178 103019 79 183 internal_count=103659 103476 162 141 107 103314 103287 103261 64 103197 178 103019 79 183 cat_boundaries=0 5 cat_threshold=0 0 0 131072 2147483648 is_linear=0 shrinkage=0.01 Tree=687 num_leaves=15 num_cat=1 split_feature=25 2 7 26 22 0 11 10 0 1 3 0 26 10 split_gain=367424 211931 1.15635e+06 169853 142253 137829 102969 97620.8 91170.1 305015 109322 66544.1 40177.7 8825.79 threshold=0 873.74500000000012 419.53500000000003 2022.5000000000002 550.81750000000011 130.34875000000002 1429.7025000000001 1092.2834 883.10000000000014 383.96180000000004 888.10000000000014 5.0070000000000006 2022.5000000000002 1439.8675000000001 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 4 3 5 6 -3 7 8 10 -10 -2 -5 -1 -9 right_child=1 2 -4 11 -6 -7 -8 13 9 -11 -12 -13 -14 -15 leaf_value=-0.61465934940359812 -0.001327788235920724 0.11416948898165834 2.6125131664276124 -0.096491044978706211 -0.72643400192260743 1.0936577119827271 -0.62971817291699927 0.49699930824552263 0.40817500700086556 -0.71275432520899273 0.28773675459941833 -0.75851649880409244 -0.31809766900539399 0.26109617035964439 leaf_weight=88 102888 51 20 49 27 20 26 35 149 29 131 22 95 29 leaf_count=88 102888 51 20 49 27 20 26 35 149 29 131 22 95 29 internal_value=0 -0.000108814 0.3613 0.044228 -0.000675527 0.390082 -0.000485808 -0.000327374 -0.00056951 0.225552 -0.000960211 -0.301626 -0.436836 0.390106 internal_weight=0 103476 162 142 103314 71 103287 103261 103197 178 103019 71 183 64 internal_count=103659 103476 162 142 103314 71 103287 103261 103197 178 103019 71 183 64 cat_boundaries=0 5 cat_threshold=0 0 0 131072 2147483648 is_linear=0 shrinkage=0.01 Tree=688 num_leaves=16 num_cat=2 split_feature=25 2 12 4 26 22 11 10 9 25 12 5 26 1 2 split_gain=360113 207713 1.13989e+06 182015 152946 139422 100920 95678.2 253164 84521.6 195198 96941.4 39378.2 28443.7 958.032 threshold=0 873.74500000000012 164.49524000000002 221.43500000000003 2022.5000000000002 550.81750000000011 1429.7025000000001 1092.2834 86.280000000000015 1 871.41750000000013 1424.6500000000003 2022.5000000000002 55.204000000000015 1432.0500000000002 decision_type=9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=12 5 3 4 13 6 7 9 -9 10 -2 -11 -1 -3 -6 right_child=1 2 -4 -5 14 -7 -8 8 -10 11 -12 -13 -14 -15 -16 leaf_value=-0.60851275705478414 0.035007823695691859 0.68884238359404781 2.5312609788349696 -0.80165185494856406 -0.14626643071855816 -0.71916964919478799 -0.62342098217744091 -0.037828070900656957 1.3190766285657884 -0.00277166187488632 0.93899592623114592 0.66111194047060884 -0.31491669098013325 0.22884943485260009 -0.22934824394143147 leaf_weight=88 5046 41 21 22 35 27 26 44 20 98105 24 22 95 20 23 leaf_count=88 5046 41 21 22 35 27 26 44 20 98105 24 22 95 20 23 internal_value=0 -0.000107726 0.357687 0.0339635 0.188447 -0.000668772 -0.00048095 -0.000324101 0.386205 -0.000563815 0.0392097 -0.00262255 -0.432467 0.538025 -0.179213 internal_weight=0 103476 162 141 119 103314 103287 103261 64 103197 5070 98127 183 61 58 internal_count=103659 103476 162 141 119 103314 103287 103261 64 103197 5070 98127 183 61 58 cat_boundaries=0 5 11 cat_threshold=0 0 0 131072 2147483648 1073774848 4243458 4096 4194338 135790642 128 is_linear=0 shrinkage=0.01 Tree=689 num_leaves=16 num_cat=1 split_feature=25 2 7 26 22 0 11 10 9 0 1 3 4 26 2 split_gain=352946 203580 1.12641e+06 166029 136648 136325 98911.2 93774.2 248126 89091.4 299253 106987 71046.2 38594.6 9226.5 threshold=0 873.74500000000012 419.53500000000003 2022.5000000000002 550.81750000000011 130.34875000000002 1429.7025000000001 1092.2834 86.280000000000015 883.10000000000014 383.96180000000004 888.10000000000014 46.622500000000009 2022.5000000000002 1432.0500000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 4 3 5 6 -3 7 9 -9 11 -11 -2 14 -1 -5 right_child=1 2 -4 12 -6 -7 -8 8 -10 10 -12 -13 -14 -15 -16 leaf_value=-0.60242762191051791 -0.001308027501012593 0.10870460323258943 2.5759914436340332 -0.62137054361146071 -0.71197795585349755 1.0828342094421388 -0.61718679295136381 -0.03744981375607577 1.3058858841061594 0.40386054519038872 -0.70643094638298298 0.28465204832208069 0.18734005278065091 -0.31176752788946033 -0.34614118553343276 leaf_weight=88 102888 51 20 29 27 20 26 44 20 149 29 131 21 95 21 leaf_count=88 102888 51 20 29 27 20 26 44 20 149 29 131 21 95 21 internal_value=0 -0.000106649 0.35411 0.0411694 -0.000662084 0.383107 -0.00047614 -0.000320859 0.382343 -0.000558177 0.22297 -0.000944398 -0.300769 -0.428143 -0.505774 internal_weight=0 103476 162 142 103314 71 103287 103261 64 103197 178 103019 71 183 50 internal_count=103659 103476 162 142 103314 71 103287 103261 64 103197 178 103019 71 183 50 cat_boundaries=0 5 cat_threshold=0 0 0 131072 2147483648 is_linear=0 shrinkage=0.01 Tree=690 num_leaves=23 num_cat=0 split_feature=19 2 2 12 11 14 3 26 4 0 8 21 5 0 6 5 11 14 0 6 2 18 split_gain=113799 219546 157006 768975 139616 128216 109111 117283 113112 94796.5 81172.2 237721 284349 201861 132028 79413 119533 104725 34854.3 18775.8 13955 16341.4 threshold=167.73622500000002 214.51943450000005 873.74500000000012 86.455000000000027 1429.7025000000001 345.93555000000009 7.7340000000000009 2022.5000000000002 8.0827500000000025 61.134000000000007 287.60700000000003 15.593750000000002 670.0675 174.76450000000003 1424.6500000000003 670.0675 483.06600000000009 37.690000000000005 12.876700000000001 47.943000000000005 23.455000000000002 5.0130000000000008 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 5 4 6 10 9 7 -4 -8 18 14 12 13 -12 15 16 -1 -17 20 -11 21 -2 right_child=1 -3 3 -5 -6 -7 8 -9 -10 19 11 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 leaf_value=0.0010048009923457207 -0.13968996033346728 -0.88035344906342328 0.5968118484984053 2.1482195289805532 -0.6600579431094229 0.63169390056444252 0.10222157498200735 -0.10595372264583906 -0.91604186034202573 -0.3847947711210985 -0.10222829953600984 0.96405400994420054 0.73353395884377626 -0.55710166063709343 0.64351790875196457 -0.30311036364812599 0.26408543331774675 0.46664627903699873 0.32901898670196533 -0.79234043216705319 -0.3237813689158513 0.029411159320311114 leaf_weight=102125 163 39 47 20 32 23 24 48 20 26 487 20 35 122 32 152 173 20 20 20 26 88 leaf_count=102125 163 39 47 20 32 23 24 48 20 26 487 20 35 122 32 152 173 20 20 20 26 88 internal_value=0 -0.1671 0.000854295 0.314851 0.000370512 -0.0910976 0.0510565 0.24173 -0.360625 -0.139565 0.000575364 -0.109634 -0.142978 -0.193352 0.00128929 0.00108873 0.00144971 -0.213604 -0.0741388 -0.561989 -0.103248 -0.0804035 internal_weight=0 405 103357 159 103198 366 139 95 44 343 103166 664 644 609 102502 102470 102298 172 297 46 277 251 internal_count=103762 405 103357 159 103198 366 139 95 44 343 103166 664 644 609 102502 102470 102298 172 297 46 277 251 is_linear=0 shrinkage=0.01 Tree=691 num_leaves=26 num_cat=5 split_feature=25 4 2 11 24 0 0 25 25 26 25 0 4 0 19 3 6 14 6 10 26 22 2 26 26 split_gain=138523 1.15635e+06 328375 185582 164359 919788 551006 537244 286040 370993 270316 216861 158143 185950 120683 109734 116119 105627 98228.8 40276.8 39928.2 38791.2 24854.4 10159 1815.05 threshold=0 904.34825000000012 1054.5000000000002 1085.9700000000003 1 335.27750000000009 748.92250000000013 2 3 2022.5000000000002 4 438.09750000000008 904.34825000000012 38.467500000000008 197.48460000000003 1439.8675000000001 1424.6500000000003 361.43000000000006 242.70250000000001 0.45149999999999996 2022.5000000000002 1.1970000000000003 110.00500000000001 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 1 2 2 9 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 12 5 7 8 24 9 -6 -9 -10 14 20 15 16 17 -2 21 -5 -14 22 -16 -8 -1 right_child=3 -3 -4 19 6 -7 23 10 11 -11 -12 -13 13 -15 18 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.7387529641490872 -0.0021851854097311627 1.6821595835131269 0.9879314968321059 -0.35747831986773582 0.93678010791733668 1.7482738569115892 -1.2785040257193827 0.077978582261970755 -0.015965625943677609 -0.044860560568896209 -0.34818570256233217 0.64684894597530362 0.19402772756723261 -1.0613146042823791 -0.054503803804267052 0.58418754607439038 0.7089550959545633 0.20699379413334792 -0.76395514225137651 -0.97682357878912063 -0.31188717264395494 -0.45998712399426633 -0.39720684250195826 -0.97100803738548647 0.81898742508005218 leaf_weight=59 97457 43 36 21 77 34 22 1098 3872 77 162 50 26 30 179 32 23 242 29 21 39 34 24 21 54 leaf_count=59 97457 43 36 21 77 34 22 1098 3872 77 162 50 26 30 179 32 23 242 29 21 39 34 24 21 54 internal_value=0 0.0485035 0.0359608 -0.00256635 0.029759 0.122629 -0.00225646 0.0832659 0.0096176 0.418767 0.0208758 -0.00749656 -0.00228213 -0.410088 -0.00188689 -0.00130807 -0.0014998 -0.00166705 -0.214599 -0.667151 -0.109521 -0.147379 -0.0950204 -1.12833 0.713917 internal_weight=0 5605 5562 98157 5526 1407 4119 1373 4076 154 1260 3922 98115 95 98020 97754 97722 97699 266 42 65 237 203 43 113 internal_count=103762 5605 5562 98157 5526 1407 4119 1373 4076 154 1260 3922 98115 95 98020 97754 97722 97699 266 42 65 237 203 43 113 cat_boundaries=0 6 7 9 14 20 cat_threshold=1073742080 536871040 4608 167903528 2148532258 257 2051 1073741824 536870912 0 0 4096 131072 2147483648 0 128 512 33554432 1048576 256 is_linear=0 shrinkage=0.01 Tree=692 num_leaves=18 num_cat=0 split_feature=22 20 11 6 18 6 0 9 8 0 4 4 0 16 4 4 22 split_gain=134150 951834 134918 96441.2 355743 187152 252757 153919 208429 267899 118480 84518.6 164799 81528.3 57656.2 43425.5 36388.4 threshold=272.88500000000005 11.100500000000002 1429.7025000000001 483.25025000000005 24.175908000000003 450.66846000000004 10.847970000000002 615.99125000000015 395.78950000000003 21.000235000000004 44.357150000000004 1086.5100000000002 31.975529500000004 1373.8950000000002 522.5150000000001 1468.3681000000001 524.87500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 16 3 5 7 11 -7 8 9 -5 -6 13 15 14 -1 -13 -2 right_child=1 -3 -4 4 10 6 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 leaf_value=0.00062770489576949697 -0.052218131517109113 2.2959411568641661 -0.64933998837135731 -0.18973779398391688 -0.4281492249170939 -0.0034354896204812184 1.4478769057137626 0.78286787941342317 -0.79718430870457702 0.48874146176289907 -1.4470279968261719 -0.18563303080472079 1.0864007488886516 -0.62287420182001019 -0.15618627823667322 0.36690143890380861 -0.57919172477722169 leaf_weight=102863 38 20 32 221 21 28 21 21 38 79 25 33 21 21 235 25 20 leaf_count=102863 38 20 32 221 21 28 21 21 38 79 25 33 21 21 235 25 20 internal_value=0 0.414753 -0.000117339 8.30922e-05 -0.153929 0.000687223 0.618556 -0.0478392 -0.0994511 -0.0110716 -0.981888 0.00039385 0.327355 0.000143363 0.000270266 0.0525284 -0.233933 internal_weight=0 78 103684 103652 405 103247 49 359 338 300 46 103198 79 103119 103098 58 58 internal_count=103762 78 103684 103652 405 103247 49 359 338 300 46 103198 79 103119 103098 58 58 is_linear=0 shrinkage=0.01 Tree=693 num_leaves=29 num_cat=1 split_feature=25 4 18 0 11 4 0 4 1 4 4 7 19 3 14 5 3 0 1 26 4 5 10 26 4 0 11 18 split_gain=135769 1.12988e+06 211132 202033 180099 155595 183967 151110 388754 185820 155393 164513 118300 107757 103467 307287 138463 70068.3 58741.9 56035.1 66161.9 43042.9 39435.4 38843.8 25390.4 24807.9 10208.2 2219.91 threshold=0 904.34825000000012 71.68180000000001 50.541375000000009 1085.9700000000003 904.34825000000012 38.467500000000008 341.416 191.05350000000001 236.10250000000005 214.30459450000004 10.195000000000002 197.48460000000003 1439.8675000000001 361.43000000000006 27.185999999999996 670.0675 205.86150000000001 242.38250000000002 2022.5000000000002 522.5150000000001 33.045500000000011 0.45149999999999996 2022.5000000000002 276.21600000000007 27.093000000000004 126.68500000000002 227.67500000000001 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 21 5 12 23 9 19 10 11 -1 13 14 16 -16 -2 18 25 -9 -21 26 -6 -7 -11 -14 27 -4 right_child=4 -3 3 -5 22 6 -8 8 -10 24 -12 -13 17 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=0.058905005569400579 -0.0015501240229740768 1.6628711389940838 -0.11796900216270896 -1.2766283073425293 -0.35081472703388761 0.19158829634006208 -1.0545141073862712 -0.25589395650227864 1.5402469166119894 -0.31006533813476561 0.70902055195399694 -0.13050435366593008 -0.14847458693043641 0.57890030354261401 -0.033773191398132348 0.73675977002779647 -0.31739118460270999 -0.68565616846084598 -0.67548300671577455 0.64721082420349119 -0.11417224974859329 -0.61648775386810306 -0.96365703128633051 -0.30740942346744049 -0.70652296638488765 0.18066939647381122 0.093437363505363469 -0.22527121609257117 leaf_weight=4712 97341 43 51 20 21 26 30 30 24 35 35 508 192 32 167 75 139 28 20 25 21 20 21 39 30 26 20 31 leaf_count=4712 97341 43 51 20 21 26 30 30 24 35 35 508 192 32 167 75 139 28 20 25 21 20 21 39 30 26 20 31 internal_value=0 0.0480167 0.0356185 -0.345024 -0.00254292 -0.00226293 -0.406769 0.0455911 0.430718 0.0383519 0.0449248 0.0404721 -0.00187088 -0.00129781 -0.0014878 0.205028 -0.00200049 -0.212473 -0.156804 0.0803399 0.299623 -0.192302 -0.657236 -0.10781 -0.493046 -0.109219 -0.109128 -0.158534 internal_weight=0 5605 5562 142 98157 98115 95 5420 100 5320 5255 5220 98020 97754 97722 242 97480 266 238 76 46 122 42 65 65 218 102 82 internal_count=103762 5605 5562 142 98157 98115 95 5420 100 5320 5255 5220 98020 97754 97722 242 97480 266 238 76 46 122 42 65 65 218 102 82 cat_boundaries=0 6 cat_threshold=1073742080 536871040 4608 167903528 2148532258 257 is_linear=0 shrinkage=0.01 Tree=694 num_leaves=38 num_cat=4 split_feature=25 2 1 10 1 7 10 0 0 0 0 2 3 25 24 14 19 2 6 1 2 8 24 1 3 2 8 3 9 6 1 6 0 10 19 3 3 split_gain=133067 864752 1.25019e+06 171861 152862 150494 354297 243596 414744 223298 185789 170371 163211 170345 414993 150454 119747 158328 123742 113103 129392 108294 97884.6 212964 80492 101984 74185.3 72459.8 66775.7 66030.3 59423.4 59209 57812 41012.7 22902.4 28815.1 10286.2 threshold=0 654.54975000000002 48.914500000000011 553.80150000000015 383.96180000000004 10.425000000000002 450.66846000000004 297.71250000000003 468.26850000000007 658.11750000000018 384.29599999999999 60.912500000000001 1077.3535000000002 1 2 437.65500000000003 197.48460000000003 214.51943450000005 1424.6500000000003 59.886000000000003 172.78900000000002 1449.0631000000001 3 169.65250000000003 1439.8675000000001 1054.5000000000002 194.07550000000001 45.345000000000006 263.08125000000007 94.63300000000001 83.590500000000006 5.9694960000000004 1077.3535000000002 1092.2834 250.03500000000003 33.665000000000013 4.4150000000000009 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 -3 16 19 7 11 12 10 -10 -9 22 13 14 -1 -15 18 28 21 27 -21 24 23 -7 25 -2 29 31 34 -13 -24 33 -11 -5 36 -36 -18 right_child=3 2 -4 4 -6 6 -8 8 9 32 -12 26 -14 15 -16 -17 17 -19 -20 20 -22 -23 30 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 35 -37 -38 leaf_value=-0.065651064747013155 -0.0016143888024323179 2.3175510590076449 -0.31188851443204013 0.045852399613050848 -1.0693734102663788 -0.0426527203625146 1.1574174454098656 0.65165694136368602 -0.82475830177466081 -0.041591627381064679 1.7903838986417524 -0.60117272718279968 -0.69576497556765871 0.016434516476300381 0.44480706238819112 0.88586648559570313 -0.16266321529041636 -1.0292756938934327 0.71658124029636383 -0.23626523618344908 0.82495419025421146 0.67009746432304385 -0.206557741838343 1.0277660512924194 0.49973510652780534 -0.39189647948563988 -1.0997015533447265 -0.8687573604998382 -0.69425982785224916 0.076781894207000739 -0.75888107516548864 -0.72395265656709673 0.63821261175747579 -0.47071178089488636 -0.088855810795933743 0.26712873918669566 -0.43617487406730654 leaf_weight=310 97569 40 33 51 23 263 21 38 24 22 23 51 30 4130 319 20 44 22 24 27 20 24 170 20 32 67 20 23 20 20 22 20 29 22 121 28 20 leaf_count=310 97569 40 33 51 23 263 21 38 24 22 23 51 30 4130 319 20 44 22 24 27 20 24 170 20 32 67 20 23 20 20 22 20 29 22 121 28 20 internal_value=0 0.0475365 1.1289 -0.00251749 -0.306201 0.0333528 -0.118032 0.0513231 0.468682 -0.0293473 1.08101 -0.165355 0.0395201 0.0441358 0.19614 0.020575 -0.0019412 -0.21836 -0.00137643 -0.198514 0.215317 -0.00155281 -0.0894159 0.0318691 -0.00171786 -0.00188221 -0.561738 -0.366187 -0.141793 -0.4102 -0.256486 -0.241895 0.344964 -0.109824 -0.0899184 -0.0219594 -0.248136 internal_weight=0 5605 73 98157 186 5532 587 4945 136 75 61 566 4809 4779 629 4150 97971 255 97716 163 47 97692 475 283 97668 97636 91 116 233 71 192 93 51 73 213 149 64 internal_count=103762 5605 73 98157 186 5532 587 4945 136 75 61 566 4809 4779 629 4150 97971 255 97716 163 47 97692 475 283 97668 97636 91 116 233 71 192 93 51 73 213 149 64 cat_boundaries=0 6 11 12 13 cat_threshold=1073742080 536871040 4608 167903528 2148532258 257 1073741824 536870912 4096 134348800 2147483648 3760 3856 is_linear=0 shrinkage=0.01 Tree=695 num_leaves=39 num_cat=6 split_feature=6 25 7 5 4 25 24 19 11 3 25 24 26 11 15 25 3 10 1 1 3 11 4 0 0 16 7 6 3 1 6 0 6 1 10 0 5 26 split_gain=164418 1.1612e+06 1.77896e+06 658794 309742 272587 441087 278019 222288 210009 179392 1.1472e+06 759085 137359 142858 116934 343487 191707 182726 218956 187907 164782 297933 158523 494301 145380 105473 102601 91814 105455 86418.8 84141.5 76297.2 59950.4 58092.4 43798.9 32051.6 22180.7 threshold=228.27997500000004 0 369.57140000000004 240.04000000000002 904.34825000000012 1 2 15.593750000000002 422.57650000000007 11.157000000000002 3 4 2022.5000000000002 264.3250000000001 111.361 5 1439.8675000000001 228.79300000000003 470.21364 383.96180000000004 603.67000000000019 483.06600000000009 301.86800000000011 8.0935000000000006 156.17100000000002 1079.5035000000003 112.36650000000002 361.43000000000006 1077.3535000000002 1449.0631000000001 550.73124000000007 52.741000000000007 1424.6500000000003 670.0675 553.80150000000015 28.693750000000005 39.669500000000006 2022.5000000000002 decision_type=2 9 2 2 2 9 1 2 2 2 9 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 26 5 6 9 8 -8 30 11 12 -1 14 32 17 25 18 19 20 -12 22 34 33 -25 28 35 -11 29 -17 -3 -21 -7 -20 -19 36 -2 -13 right_child=1 4 -4 -5 -6 13 7 -9 -10 27 15 37 -14 -15 -16 16 -18 21 23 31 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 leaf_value=2.045159523487091 0.36869359180845068 -0.19249833406940586 3.7937250394821165 2.1892039580345153 -1.175163249535994 -0.10345820644803717 0.41722196094270025 -0.66547371690923518 1.4222515084346137 -0.29862881898880006 -0.046964347321379434 -0.4209704417137452 0.33140992241246359 -0.81881643652915959 0.7291564691066742 0.00093530373650185534 1.1730781654357911 -0.32332402309524683 0.2626008113225301 -0.30982288980484007 0.5464254853460524 -1.1359233283996581 0.73319736077235287 1.9804524626731874 0.13541936851897329 -0.85172483825683598 0.82009258651733408 -1.2513220896170689 -0.56164104379456614 0.60404767990112307 0.52521977611210036 -1.2161237021854947 -0.68321196794509886 -0.43710991935729981 -0.81494060570193882 -0.39902018070220946 -0.1516724545955658 -0.18147595099903441 leaf_weight=48 29 62 20 20 22 419 265 22 24 20 4544 81 56 28 20 97433 25 107 24 20 54 24 26 20 53 20 20 26 29 29 23 21 24 25 31 20 20 74 leaf_count=48 29 62 20 20 22 419 265 22 24 20 4544 81 56 28 20 97433 25 107 24 20 54 24 26 20 53 20 20 26 29 29 23 21 24 25 31 20 20 74 internal_value=0 0.123147 0.976537 0.549213 -0.00232928 0.025301 0.202866 0.405163 0.500685 -0.272069 -0.000658729 0.257245 1.02392 -0.135908 -0.0975442 -0.00133547 0.00107284 -0.0487056 -0.0364363 -0.0464829 -0.0399954 -0.36201 -0.248754 0.345582 0.640908 0.000772474 0.180675 -0.837108 0.000947362 0.00111476 0.00170774 -0.774026 -0.134867 -0.0943945 -0.43376 -0.00466288 0.156299 -0.288047 internal_weight=0 1084 129 109 955 933 442 311 289 131 102744 259 104 491 463 102485 97536 4949 4761 4639 4598 188 164 122 73 97511 89 46 97491 97462 85 41 443 49 138 69 49 155 internal_count=103828 1084 129 109 955 933 442 311 289 131 102744 259 104 491 463 102485 97536 4949 4761 4639 4598 188 164 122 73 97511 89 46 97491 97462 85 41 443 49 138 69 49 155 cat_boundaries=0 5 11 12 17 18 24 cat_threshold=0 0 512 0 8192 32768 16384 64 35651584 68 1024 2124 0 0 0 131072 2147483680 3156 32768 262144 528896 2097408 66560 384 is_linear=0 shrinkage=0.01 Tree=696 num_leaves=25 num_cat=1 split_feature=13 0 2 22 16 24 8 5 1 14 10 7 8 9 8 4 4 13 8 0 9 13 13 9 split_gain=112253 291906 392331 289917 116003 102173 173553 153148 87644.9 514258 298631 726052 256048 114197 126843 357255 92488.4 47525.7 31066.9 18716 20813.4 43906.5 6079.96 1607.93 threshold=419.83380000000005 384.29599999999999 348.16250000000008 550.81750000000011 1079.5035000000003 0 165.05000000000004 271.24120000000005 198.78000000000003 437.65500000000003 424.71125000000001 199.19574300000002 87.733376000000007 897.08550000000014 220.81250000000003 194.61300000000003 1468.3681000000001 515.82800000000009 155.87450000000004 6.9525000000000015 99.686260000000019 650.81250000000011 766.49265000000003 1449.0631000000001 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 5 -3 4 8 6 17 19 13 10 12 -12 -10 14 16 -16 -1 -2 23 20 21 -7 -19 -15 right_child=1 2 -4 -5 -6 7 -8 -9 9 -11 11 -13 -14 18 15 -17 -18 22 -20 -21 -22 -23 -24 -25 leaf_value=-0.00088893255052656275 0.37983479976654055 -0.094749408868642956 -1.9324683698018392 1.1490254974365235 0.5685020971298218 0.11167358172976453 1.0310656628608703 -1.0446052761077882 0.076653171637077105 1.5279518004258474 1.9975717668349928 -0.25218759052455425 -0.31263795800698108 -0.29645502063632012 0.038728947718835019 0.6440278894859448 -0.50784442371792271 -0.27809616068998977 -0.70674543267204659 0.1234407246538571 -0.44916224150430589 -0.34442935772431205 -0.072616413103209598 -0.18663927197456359 leaf_weight=101019 23 26 21 22 36 46 20 20 1265 24 26 32 195 40 674 114 36 24 21 28 21 39 36 20 leaf_count=101019 23 26 21 22 36 46 20 20 1265 24 26 32 195 40 674 114 36 24 21 28 21 39 36 20 internal_value=0 -0.191251 -0.915858 0.00119096 0.000946977 -0.0587351 0.177602 -0.214414 0.000749502 0.0755769 0.0526144 0.756325 0.0246588 -0.000382556 -8.4041e-05 0.126298 -0.00106953 -0.0066542 -0.375712 -0.106506 -0.167247 -0.0975972 -0.154808 -0.25985 internal_weight=0 304 47 103524 103502 257 103 154 103466 1542 1518 58 1460 101924 101843 788 101055 83 81 134 106 85 60 60 internal_count=103828 304 47 103524 103502 257 103 154 103466 1542 1518 58 1460 101924 101843 788 101055 83 81 134 106 85 60 60 cat_boundaries=0 1 cat_threshold=900 is_linear=0 shrinkage=0.01 Tree=697 num_leaves=33 num_cat=2 split_feature=6 11 12 19 2 2 15 2 5 10 10 24 0 0 1 1 24 1 4 14 5 5 1 7 5 7 10 26 14 5 10 10 split_gain=160686 591172 866087 364691 243428 589497 391077 903495 469641 386976 120903 183154 154090 117778 134123 116366 123268 105966 104050 98035.5 438680 119989 94696.4 82359.6 73384.8 25201.4 19768.7 17693.7 12567.9 7835.82 9532.38 1812.13 threshold=228.27997500000004 522.5150000000001 63.912000000000006 57.868500000000004 22.333736000000005 37.20900000000001 65.05725000000001 381.19000000000005 606.07650000000001 424.71125000000001 522.5150000000001 0 91.472000000000023 1438.4900000000002 6.6537000000000015 334.96500000000003 1 1449.0631000000001 264.75500000000005 766.49265000000003 27.185999999999996 883.10000000000014 61.090000000000011 4.4150000000000009 606.07650000000001 43.902500000000011 671.22124000000008 2022.5000000000002 1018.0250000000002 13.506000000000002 786.71250000000009 1092.2834 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 2 2 2 left_child=10 3 -3 4 9 -6 8 -8 -7 15 13 18 29 17 -15 16 -2 19 23 21 28 24 -5 26 -1 -23 -12 -19 -21 30 -13 -28 right_child=1 2 -4 22 5 6 7 -9 -10 -11 11 12 -14 14 -16 -17 -18 27 -20 20 -22 25 -24 -25 -26 -27 31 -29 -30 -31 -32 -33 leaf_value=-0.00083878287132581428 -0.19628293836558308 -0.4014047263065974 2.0377486000189911 -0.38243898630142215 1.8717879005100417 0.2136158426112317 -0.19335274057388305 2.6582184705734258 -1.1351975539634969 1.2969851571863347 -0.15386600414911905 -0.15529836931824684 -1.3063644513216885 0.09353666623433432 1.1148998154401779 -0.67107899632947199 0.09420139241445942 0.25840428306942892 0.7251557588577271 -0.26721680115770413 1.5171138821477477 -0.25530809240681784 -1.259159955111417 -0.63755101531744007 0.26241542714524946 -0.62890289431032931 0.15400212742033459 0.64867103356581468 0.023699600109548281 -0.52887621221088221 -0.41096391030720308 0.28387183991345494 leaf_weight=102138 233 24 37 28 23 235 25 20 29 22 21 25 22 36 20 29 357 21 20 27 23 84 22 20 106 23 21 26 33 21 35 22 leaf_count=102138 233 24 37 28 23 235 25 20 29 22 21 25 22 36 20 29 357 21 20 27 23 84 22 20 106 23 21 26 33 21 35 22 internal_value=0 0.121736 1.07808 0.0647101 0.107511 0.327291 0.212329 1.07401 0.0654507 -0.00632209 -0.000656589 -0.242089 -0.514271 -0.000169189 0.458309 -0.0526432 -0.0222455 -0.000419721 0.0701766 -0.000637536 0.342902 -0.000916124 -0.768196 -0.0774164 -0.000565858 -0.335614 0.0976256 0.474297 -0.107213 -0.362625 -0.304437 0.220447 internal_weight=0 1084 61 1023 973 332 309 45 264 641 102744 207 103 102537 56 619 590 102481 104 102434 83 102351 50 84 102244 107 64 47 60 81 60 43 internal_count=103828 1084 61 1023 973 332 309 45 264 641 102744 207 103 102537 56 619 590 102481 104 102434 83 102351 50 84 102244 107 64 47 60 81 60 43 cat_boundaries=0 1 2 cat_threshold=2866 222 is_linear=0 shrinkage=0.01 Tree=698 num_leaves=43 num_cat=5 split_feature=6 25 7 8 2 2 2 8 13 2 25 24 26 1 2 24 0 7 1 25 3 10 1 2 8 1 2 16 0 4 12 6 2 2 0 3 6 4 10 2 26 6 split_gain=157464 1.13584e+06 1.74181e+06 729023 310964 372784 690450 358849 326459 461550 175842 1.12451e+06 743926 152535 154791 144665 133295 118518 168867 114993 336253 187338 177795 271897 216027 214415 215842 144369 133002 190840 161854 97352.2 95553.5 186992 82245.3 80022.8 69129.9 47945.7 40274.9 39452.1 21694.1 4971.61 threshold=228.27997500000004 0 369.57140000000004 189.18140000000002 537.86000000000013 22.333736000000005 40.026900000000005 64.826625000000021 4.0088000000000008 381.19000000000005 1 2 2022.5000000000002 10.059500000000002 58.463080000000005 3 174.76450000000003 286.84000000000009 233.37814 4 1439.8675000000001 228.79300000000003 470.21364 81.389000000000024 2.1915000000000004 383.96180000000004 505.12500000000006 1079.5035000000003 106.88450000000002 183.09000000000003 374.95650000000006 303.53610000000003 1054.5000000000002 1432.0500000000002 52.741000000000007 1077.3535000000002 1070.9310000000003 23.530250000000002 617.48075000000006 81.389000000000024 2022.5000000000002 361.43000000000006 decision_type=2 9 2 2 2 2 2 2 2 2 9 1 2 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 13 5 15 -7 -6 9 -8 11 12 -1 41 -15 17 36 18 -3 21 27 22 25 24 -24 26 -12 32 29 38 39 -10 35 -34 -27 -21 -17 -25 -23 -30 -13 -2 right_child=1 4 -4 -5 7 6 8 -9 31 -11 19 40 -14 14 -16 16 -18 -19 -20 20 -22 28 23 37 -26 34 -28 -29 30 -31 -32 -33 33 -35 -36 -37 -38 -39 -40 -41 -42 -43 leaf_value=2.0247441546122231 -0.23983461811428977 0.057568233326403762 3.752011871814728 1.9667738361711855 -1.5555083444383411 1.8423277126039779 0.21700888076268915 -0.0010023945028131659 0.26593214344978333 1.7228530401488147 -0.048598847375647902 -0.41666070593727961 0.32819323710032872 -0.10785314750671386 1.1362957539558411 -0.12675717856594709 -0.82434718820783826 0.59018797204301165 -0.85304050618951976 0.00084047871683721076 1.1606661308288575 -0.24399382262695127 1.049692384203275 -0.58908248294483534 -0.16693606257438659 -0.30709351038932803 0.48533822523309045 -0.848756986618042 -0.76964610576629644 0.7019008563813709 -0.0086308356693812777 -0.53968216919898981 0.86562702390882706 -0.21336561367429535 -1.2031238782973517 -0.5436436577196474 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80 97491 65 41 97426 260 48 103 43 155 42 internal_count=103828 1084 129 109 955 895 266 60 238 158 102744 259 104 82 40 629 296 333 296 102485 97536 4949 4761 122 74 4639 4598 97511 188 124 64 80 97491 65 41 97426 260 48 103 43 155 42 cat_boundaries=0 5 10 11 12 18 cat_threshold=0 0 512 0 8192 0 0 0 131072 2147483680 3156 3361 32768 262144 528896 2097408 66560 384 is_linear=0 shrinkage=0.01 Tree=699 num_leaves=39 num_cat=6 split_feature=6 25 7 8 4 25 24 19 11 3 25 24 26 1 11 15 25 3 10 1 1 3 11 4 0 0 16 6 3 1 6 0 6 1 10 7 26 6 split_gain=154331 1.11323e+06 1.70715e+06 714516 301241 266449 428271 271882 214123 205775 172343 1.08102e+06 449210 149500 135484 137934 112705 329561 183610 174257 210148 183980 160873 287309 155538 484614 141496 97633.4 88892.9 101003 84615.3 80608.6 73764.5 59297 55979 32923.8 5004.84 4872.68 threshold=228.27997500000004 0 369.57140000000004 189.18140000000002 904.34825000000012 1 2 15.593750000000002 422.57650000000007 11.157000000000002 3 4 2022.5000000000002 10.059500000000002 264.3250000000001 111.361 5 1439.8675000000001 228.79300000000003 470.21364 383.96180000000004 603.67000000000019 483.06600000000009 301.86800000000011 8.0935000000000006 156.17100000000002 1079.5035000000003 361.43000000000006 1077.3535000000002 1449.0631000000001 550.73124000000007 52.741000000000007 1424.6500000000003 670.0675 553.80150000000015 26.695200000000003 2022.5000000000002 361.43000000000006 decision_type=2 9 2 2 2 9 1 2 2 2 9 1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 13 5 6 9 8 -8 30 11 12 -1 37 15 32 18 26 19 20 21 -12 23 34 33 -26 28 -11 29 -18 -3 -22 -7 -21 -20 -15 -13 -2 right_child=1 4 -4 -5 -6 14 7 -9 -10 27 16 36 -14 35 -16 -17 17 -19 22 24 31 -23 -24 -25 25 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 leaf_value=1.7416460514068604 -0.23743626537777129 -0.18977415519375956 3.7144917979240417 1.947106087472704 -1.160167928608981 -0.10334741008754705 0.41110530738785583 -0.66019373546947135 1.3975019178787866 -0.3026407241821289 -0.046156438325005454 -0.36054257427813946 0.43944194316864016 0.79597546863555912 -0.81389096694333218 0.71477353191375725 0.00092493488915708908 1.1490593547821046 -0.31579428773060025 0.2564844810962677 -0.30402258038520813 0.54099919548741093 -1.1191089344024658 0.72175948253044708 1.956141062100418 0.12927583321085517 -0.84026941013336187 -1.2319845336217146 -0.55263071767215077 0.59116915801475789 0.52041501853777017 -1.1910926396506174 -0.6733973403771718 -0.43940272521972662 -0.79838562734665419 0.22218274021148682 -0.24615243100806286 -0.45285781042916434 leaf_weight=52 21 62 20 27 22 419 265 22 24 20 4544 77 54 20 28 20 97433 25 107 24 20 54 24 26 20 53 20 26 29 29 23 21 24 25 31 20 76 21 leaf_count=52 21 62 20 27 22 419 265 22 24 20 4544 77 54 20 28 20 97433 25 107 24 20 54 24 26 20 53 20 26 29 29 23 21 24 25 31 20 76 21 internal_value=0 0.119304 0.954883 0.536136 -0.00352689 0.0237087 0.199287 0.398625 0.493021 -0.268659 -0.000643523 0.252142 0.985306 0.0715486 -0.135644 -0.0975564 -0.00130684 0.00105753 -0.0478125 -0.0358054 -0.0456164 -0.0392607 -0.35443 -0.242526 0.337254 0.629787 0.000763313 -0.827922 0.000935848 0.00110056 0.00239468 -0.758376 -0.13423 -0.09856 -0.424202 0.509079 -0.285088 -0.345147 internal_weight=0 1084 129 109 955 933 442 311 289 131 102744 259 106 82 491 463 102485 97536 4949 4761 4639 4598 188 164 122 73 97511 46 97491 97462 85 41 443 49 138 40 153 42 internal_count=103828 1084 129 109 955 933 442 311 289 131 102744 259 106 82 491 463 102485 97536 4949 4761 4639 4598 188 164 122 73 97511 46 97491 97462 85 41 443 49 138 40 153 42 cat_boundaries=0 5 11 12 17 18 24 cat_threshold=0 0 512 0 8192 32768 16384 64 35651584 68 1024 2124 0 0 0 131072 2147483680 3142 32768 262144 528896 2097408 66560 384 is_linear=0 shrinkage=0.01 Tree=700 num_leaves=29 num_cat=1 split_feature=16 10 2 2 7 5 6 1 25 7 17 9 8 7 0 5 3 6 2 19 10 14 16 9 17 6 12 7 split_gain=142394 166635 149890 145553 136688 382270 120995 244841 118152 115790 244889 230143 401251 200739 157867 231853 205439 153528 818201 103261 99019 98414.1 100584 56053.8 78165.4 38866.3 32595.5 1219.41 threshold=194.48100000000002 255.87150000000005 436.65050000000002 214.51943450000005 670.0675 476.36400000000003 206.28168000000002 21.000235000000004 0 141.29500000000002 345.93555000000009 551.9285000000001 275.17750000000007 158.33975000000001 658.11750000000018 174.00500000000002 126.081 884.13250000000005 25.999000000000002 382.22200000000004 553.80150000000015 606.07650000000001 1079.5035000000003 49.990000000000009 33.449025000000013 5.6990000000000007 173.20174 1092.2834 decision_type=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 2 2 left_child=4 2 21 20 8 6 7 25 -1 14 11 13 -13 -11 17 16 -16 19 -19 -10 -3 22 23 24 -2 27 -25 -6 right_child=1 3 -4 -5 5 -7 -8 -9 9 10 -12 12 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 leaf_value=0.29019435557913276 -0.13558831358049797 -0.63970709145069127 0.73738203128178914 -1.2152137744903564 -0.23526070098876953 -1.4216200458526611 -0.72910255203247076 0.92093731193542483 -0.00078448533862575929 0.37509809211076028 1.1141102065210757 1.7881619112832206 -0.086865117645263668 0.0034613875052189992 -0.27206259867240645 -1.1956860375404359 0.73356300975965416 -0.2596492815443448 1.8596542501449584 0.35863031733781098 0.24400852964037942 0.56143570804595944 -0.75932570164020252 -0.42044920583814382 0.23569277091385565 0.22064944434165956 -0.050836659880245431 -0.31041247675293371 leaf_weight=131 254 32 21 25 50 25 25 25 100802 166 23 21 25 1168 174 24 23 56 27 80 21 20 26 80 73 20 34 38 leaf_count=131 254 32 21 25 50 25 25 25 100802 166 23 21 25 1168 174 24 23 56 27 80 21 20 26 80 73 20 34 38 internal_value=0 -0.155894 -0.0898169 -0.586241 0.000432059 -0.272625 -0.0908218 0.0291557 0.000918521 0.000520796 0.0907438 0.0736876 0.769125 0.049707 -0.000730144 -0.267708 -0.154655 -0.000145763 0.429763 -0.000499467 -0.289556 -0.125487 -0.154905 -0.11927 -0.0527029 -0.177275 -0.310214 -0.267713 internal_weight=0 586 508 78 102903 183 158 133 102720 102589 1403 1380 46 1334 101186 221 197 100965 83 100882 53 487 467 441 327 108 114 88 internal_count=103489 586 508 78 102903 183 158 133 102720 102589 1403 1380 46 1334 101186 221 197 100965 83 100882 53 487 467 441 327 108 114 88 cat_boundaries=0 5 cat_threshold=0 0 0 0 2147483680 is_linear=0 shrinkage=0.01 Tree=701 num_leaves=20 num_cat=2 split_feature=11 1 24 9 4 4 25 12 12 8 2 13 5 13 2 1 1 26 26 split_gain=138456 120886 396475 446404 237940 185054 117269 133138 346288 129437 116702 87023.4 174387 122582 61654.3 12873.1 4604.14 17577.4 2530.36 threshold=1429.7025000000001 670.0675 0 9.3820000000000032 483.06600000000009 143.69840000000002 1 1040.4400000000003 1362.4500000000003 1449.0631000000001 166.99750000000003 361.71125000000001 518.47500000000002 280.30300000000005 60.912500000000001 1083.8250000000003 891.44875000000013 2022.5000000000002 2022.5000000000002 decision_type=2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 10 5 14 18 9 -9 11 16 13 -13 -8 15 -4 -3 -18 -1 right_child=-2 2 4 -5 -6 -7 7 8 -10 -11 -12 12 -14 -15 -16 -17 17 -19 -20 leaf_value=0.35661611914634705 -0.65812682945281265 0.23763399189916151 -0.31221111459934964 1.5569185647510346 -1.4554894379854202 0.49464585769176483 -0.00037170961114476274 1.307772457920588 -0.39690247438170695 0.67949432304927282 -0.66971701995186184 -0.093677494262529026 -0.93118330566971397 0.30115985952483282 -0.98774843750000008 -0.56157411729967277 0.27363634567260742 -0.091173137256077355 0.26836889498161548 leaf_weight=64 32 29 47 21 25 20 102495 26 22 28 23 314 27 135 25 37 25 28 66 leaf_count=64 32 29 47 21 25 20 102495 26 22 28 23 314 27 135 25 37 25 28 66 internal_value=0 -0.00024489 -0.207746 0.209347 -0.528294 -0.389558 0.000318224 -7.47393e-05 0.526463 -0.000320126 -0.040229 -0.000504982 -0.15999 2.49265e-05 -0.551797 -0.42205 0.136335 0.0809068 0.289541 internal_weight=0 103457 280 126 154 129 103177 103047 48 102999 105 102971 341 102630 109 84 82 53 130 internal_count=103489 103457 280 126 154 129 103177 103047 48 102999 105 102971 341 102630 109 84 82 53 130 cat_boundaries=0 1 6 cat_threshold=79 0 0 0 0 2147483680 is_linear=0 shrinkage=0.01 Tree=702 num_leaves=23 num_cat=3 split_feature=3 5 18 2 5 21 25 9 12 9 0 5 0 8 24 3 13 25 2 5 3 26 split_gain=134438 221143 103872 396049 157456 165812 107795 100483 792512 436555 109771 109203 92091.9 333533 176316 75035.5 74460.7 74078.2 199597 169822 61307.5 3050.53 threshold=1077.3535000000002 46.490000000000002 151.1985 537.86000000000013 418.34600000000006 413.26150000000007 0 551.9285000000001 25.485695000000003 792.15000000000009 242.38250000000002 174.00500000000002 658.11750000000018 275.17750000000007 1 284.02750000000009 348.30332000000004 2 1054.5000000000002 99.021000000000015 1439.8675000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 left_child=2 20 6 4 5 15 21 12 10 -10 11 -9 17 14 -14 16 -4 19 -19 -8 -2 -1 right_child=1 -3 3 -5 -6 -7 7 8 9 -11 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23 leaf_value=0.34496014277140297 -0.35393633891235704 -1.2541506429152056 -0.088845875155952908 -1.4506554716283626 -0.84136415775005635 0.80564746206456961 0.015231757791593874 -0.13618766727632489 2.2529051809509597 0.48037238410024935 0.52296087991623652 -0.9362845382690429 -0.012119984808768936 1.0461677207946778 -0.56957268136537675 -0.63933562154355261 0.40369838570103506 -0.0026219097040823878 -0.61648071048394693 0.20135809393723808 0.22666810127996631 0.24881428863063004 leaf_weight=66 44 22 439 22 26 22 12631 116 24 33 21 20 121 20 108 23 33 89038 53 510 31 66 leaf_count=66 44 22 439 22 26 22 12631 116 24 33 21 20 121 20 108 23 33 89038 53 510 31 66 internal_value=0 -0.372555 -9.47256e-05 -0.135313 -0.0820207 -0.0438332 0.000648252 0.000267452 0.216732 1.2267 -0.149944 -0.253849 -0.000184542 -0.192265 -0.300425 -0.0815879 -0.0544095 0.000283296 -0.00298676 0.0224382 -0.113953 0.27598 internal_weight=0 97 103392 565 543 517 102827 102695 214 57 157 136 102481 249 229 495 472 102232 89091 13141 75 132 internal_count=103489 97 103392 565 543 517 102827 102695 214 57 157 136 102481 249 229 495 472 102232 89091 13141 75 132 cat_boundaries=0 5 6 12 cat_threshold=0 0 0 0 2147483680 1702 8405248 541098122 537396184 71439146 537928704 129 is_linear=0 shrinkage=0.01 Tree=703 num_leaves=26 num_cat=3 split_feature=16 10 2 2 11 25 24 26 0 3 1 14 16 10 0 24 6 6 2 1 6 26 11 15 1 split_gain=138444 162025 148747 139805 128174 105186 972112 438667 118555 219181 217720 96739.4 98664.8 96122.2 88475.4 239889 537869 188132 96986.9 117988 103699 73791.7 63715.8 86287.1 60810.1 threshold=194.48100000000002 255.87150000000005 436.65050000000002 214.51943450000005 1429.7025000000001 0 1 2022.5000000000002 658.11750000000018 383.96180000000004 315.17050000000006 606.07650000000001 1079.5035000000003 553.80150000000015 218.42700000000005 2 242.70250000000001 10.405024000000003 1054.5000000000002 7.8769000000000009 1424.6500000000003 2022.5000000000002 362.00600000000003 464.33100000000007 143.69840000000002 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=4 2 11 13 5 6 7 -1 14 10 24 12 22 -3 18 16 -16 -17 20 -20 -7 -8 23 -2 -10 right_child=1 3 -4 -5 -6 8 21 -9 9 -11 -12 -13 -14 -15 15 17 -18 -19 19 -21 -22 -23 -24 -25 -26 leaf_value=1.5712582981664884 -0.11091862343533924 -0.63228581443428999 0.7354837523755573 -1.1944892044067383 -0.65311292509237928 -0.00080124226840279627 -0.53945083161453145 0.30114775451330039 -0.25679177985912782 0.4898817541724757 -1.0212294350172344 0.55696627640724183 -0.75187899149381199 0.23840744813283285 0.19743967966779921 0.078676649481288441 1.6464577208246505 -0.2729145370842187 0.63119670924018412 -0.21907789826393129 0.59726669048440872 -0.11087104294271698 0.40660519133914597 -0.74095912746761161 0.30310913985425775 leaf_weight=57 396 32 21 25 30 101062 77 52 164 38 38 20 26 21 301 647 28 199 51 24 29 84 22 23 22 leaf_count=57 396 32 21 25 30 101062 77 52 164 38 38 20 26 21 301 647 28 199 51 24 29 84 22 23 22 internal_value=0 -0.153709 -0.0885529 -0.578062 0.000432866 0.000623454 0.19418 0.884213 9.51736e-05 -0.212354 -0.331483 -0.124086 -0.153253 -0.287294 0.000639067 0.086914 0.311298 -0.00397921 -0.00036298 0.359109 -0.000629674 -0.297374 -0.11796 -0.145503 -0.190567 internal_weight=0 586 508 78 102903 102873 270 109 102603 262 224 487 467 53 102341 1175 329 846 101166 75 101091 161 441 419 186 internal_count=103489 586 508 78 102903 102873 270 109 102603 262 224 487 467 53 102341 1175 329 846 101166 75 101091 161 441 419 186 cat_boundaries=0 5 6 7 cat_threshold=0 0 0 131072 2147483680 3268 2096 is_linear=0 shrinkage=0.01 Tree=704 num_leaves=17 num_cat=1 split_feature=11 3 5 25 18 6 21 2 9 0 2 6 2 19 3 26 split_gain=133354 131980 227119 111729 96962.6 433192 255241 215849 91129 514085 127070 96394.9 420864 90539.8 60178.1 1768.91 threshold=1429.7025000000001 1077.3535000000002 46.490000000000002 0 151.1985 422.87500000000006 413.26150000000007 348.16250000000008 551.9285000000001 233.37814 329.85800000000006 884.13250000000005 25.999000000000002 909.65338200000008 1439.8675000000001 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 14 15 8 6 7 -6 11 10 -10 13 -13 -5 -3 -1 right_child=-2 2 -4 4 5 -7 -8 -9 9 -11 -12 12 -14 -15 -16 -17 leaf_value=0.33827028823621347 -0.64588380886707453 -0.3512303093346682 -1.2900500760759628 -0.0004417931205466908 -0.059763951084998823 -1.2612706840038299 1.0450544204711916 -1.0126997695922852 -0.12835927339973829 1.2446369755573763 0.70184902736118859 -0.15348737747304969 1.1473087070176475 0.65623962748618359 0.22400115966796874 0.26505589196176238 leaf_weight=66 32 44 21 102327 483 32 20 25 151 39 21 72 38 21 31 66 leaf_count=66 32 44 21 102327 483 32 20 25 151 39 21 72 38 21 31 66 internal_value=0 -0.000235914 -0.370845 0.000108302 -0.000277272 -0.131505 -0.0630348 -0.10666 0.000438474 0.208045 -0.0269966 1.09343e-05 0.295879 -0.000307054 -0.113468 0.280419 internal_weight=0 103457 96 103361 103229 560 528 508 102669 211 172 102458 110 102348 75 132 internal_count=103489 103457 96 103361 103229 560 528 508 102669 211 172 102458 110 102348 75 132 cat_boundaries=0 5 cat_threshold=0 0 0 0 2147483680 is_linear=0 shrinkage=0.01 Tree=705 num_leaves=25 num_cat=6 split_feature=12 5 22 25 0 25 6 17 24 5 24 25 14 14 10 8 11 1 26 12 12 24 26 26 split_gain=320744 507759 284402 147756 137175 265133 240629 215942 164456 313975 123505 108142 102850 136958 141475 94937.7 48504.9 37856.7 5063.1 3349.58 3041.83 2763.71 2557.56 1558.49 threshold=653.84225000000004 518.47500000000002 550.81750000000011 0 106.88450000000002 1 884.13250000000005 439.37528000000003 2 318.54282000000006 3 4 1358.5175000000004 766.49265000000003 4.4150000000000009 1449.0631000000001 228.79300000000003 54.547500000000007 2022.5000000000002 1362.4500000000003 871.41750000000013 5 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 2 9 2 2 1 2 1 9 2 2 2 2 2 2 2 2 2 1 2 2 left_child=2 16 3 10 12 6 7 -6 9 -7 18 -10 13 15 -15 -5 17 19 -1 20 -2 22 -12 -23 right_child=1 -3 -4 4 5 8 -8 -9 11 -11 21 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 leaf_value=0.023584498008092245 -0.21099094559164611 -1.9027767185937792 1.1388501440395009 0.00019610297234013696 0.17352532981974114 0.049083943835433845 -0.71660148682196934 1.220206024169922 0.064017382340460283 1.2100195717811584 -0.16054254354215136 -0.18768402172787355 -0.71655329638719567 0.92737519450485706 -0.12893986997150239 0.58256905453545704 0.12623338872690995 -0.70963331177121125 0.1751479187718144 -0.1233352603378617 -0.35989331660063373 -0.42780126911837885 -0.26170736952703827 -0.36576321569085124 leaf_weight=120 34 21 22 99848 1364 794 30 20 236 24 51 596 20 32 21 28 30 21 27 21 23 82 49 80 leaf_count=120 34 21 22 99848 1364 794 30 20 236 24 51 596 20 32 21 28 30 21 27 21 23 82 49 80 internal_value=0 -0.460766 0.00198572 0.00174389 0.00250574 0.0684137 0.168255 0.188651 -0.0180573 0.0821415 -0.185663 -0.116376 0.000485544 0.000629054 0.508835 0.00035937 -0.22602 -0.332763 0.0481473 -0.231298 -0.271074 -0.313794 -0.191012 -0.374074 internal_weight=0 150 103444 103422 103013 3064 1414 1384 1650 818 409 832 99949 99929 53 99876 129 99 147 78 57 262 100 162 internal_count=103594 150 103444 103422 103013 3064 1414 1384 1650 818 409 832 99949 99929 53 99876 129 99 147 78 57 262 100 162 cat_boundaries=0 6 12 13 14 20 21 cat_threshold=1073741824 0 4096 8 2 512 11567108 16400 278987304 0 4 4097 2866 2049 101008384 268566564 0 0 0 1024 688 is_linear=0 shrinkage=0.01 Tree=706 num_leaves=25 num_cat=7 split_feature=12 5 22 25 0 25 6 24 24 5 24 25 14 14 10 8 11 9 12 12 26 24 26 26 split_gain=314361 497655 278742 144816 134429 259878 235840 205926 161207 307727 121047 106039 100803 134232 138660 93048.4 47539.7 31268.1 8597.25 8124.73 4962.34 2708.71 2506.66 1527.48 threshold=653.84225000000004 518.47500000000002 550.81750000000011 0 106.88450000000002 1 884.13250000000005 2 3 318.54282000000006 4 5 1358.5175000000004 766.49265000000003 4.4150000000000009 1449.0631000000001 228.79300000000003 53.02000000000001 1362.4500000000003 871.41750000000013 2022.5000000000002 6 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 2 9 2 1 1 2 1 9 2 2 2 2 2 2 2 2 2 1 2 2 left_child=2 16 3 10 12 6 7 -6 9 -7 20 -10 13 15 -15 -5 17 18 19 -2 -1 22 -12 -23 right_child=1 -3 -4 4 5 8 -8 -9 11 -11 21 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 leaf_value=0.023348655700683594 -0.19548700771024152 -1.8837489611761911 1.1274617186459628 0.00019414196771181817 0.35384070793705541 0.04859310544079512 -0.70943543525536856 0.094807438871134894 0.063403232691249228 1.1979193798700969 -0.15893711744570266 -0.18583815298064707 -0.70938776779174806 0.91810150206089025 -0.12765047425315496 0.57674334015165063 0.12497103537122409 -0.68264496684074405 -0.072099678895690231 -0.43519049699489887 0.17339643407751013 -0.42352325195219459 -0.25909029899811259 -0.36210558928549291 leaf_weight=120 31 21 22 99848 474 794 30 910 236 24 51 596 20 32 21 28 30 20 22 26 27 82 49 80 leaf_count=120 31 21 22 99848 474 794 30 910 236 24 51 596 20 32 21 28 30 20 22 26 27 82 49 80 internal_value=0 -0.456158 0.00196574 0.00172633 0.00248057 0.0677255 0.166572 0.186764 -0.0178842 0.08132 -0.183807 -0.115227 0.000480688 0.000622763 0.503747 0.000355776 -0.22376 -0.329436 -0.240016 -0.304825 0.0476659 -0.310657 -0.189102 -0.370333 internal_weight=0 150 103444 103422 103013 3064 1414 1384 1650 818 409 832 99949 99929 53 99876 129 99 79 57 147 262 100 162 internal_count=103594 150 103444 103422 103013 3064 1414 1384 1650 818 409 832 99949 99929 53 99876 129 99 79 57 147 262 100 162 cat_boundaries=0 6 12 13 14 15 21 22 cat_threshold=1073741824 0 4096 8 2 512 11567108 16400 278987304 0 4 4097 101 2866 2049 101008384 268566564 0 0 0 1024 688 is_linear=0 shrinkage=0.01 Tree=707 num_leaves=21 num_cat=3 split_feature=12 5 22 25 0 25 6 17 21 26 14 14 10 8 11 1 25 12 12 26 split_gain=308105 487752 273195 141934 131796 254815 231164 211798 105604 115916 98796.8 131561 135901 91196.8 46593.7 36945.8 28633.6 3174.59 2917.99 27.6265 threshold=653.84225000000004 518.47500000000002 550.81750000000011 0 106.88450000000002 1 884.13250000000005 439.37528000000003 25.242500000000003 2022.5000000000002 1358.5175000000004 766.49265000000003 4.4150000000000009 1449.0631000000001 228.79300000000003 54.547500000000007 2 1362.4500000000003 871.41750000000013 2022.5000000000002 decision_type=2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=2 14 3 16 10 6 7 -6 9 -7 11 13 -13 -5 15 17 -1 18 -2 -18 right_child=1 -3 -4 4 5 8 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 19 -19 -20 -21 leaf_value=-0.048158760459710521 -0.20577991201597101 -1.8649114903949555 1.1161871138485995 0.00019220063860526113 0.16994943850076979 0.060596045941549916 -0.70234113240242013 1.206537870645523 0.7044133926033973 -0.10816187358818162 -0.70229389095306405 0.90892045751214035 -0.1263739672161284 0.57097594056810652 0.12372133399049441 -0.69844965026492167 -0.24668391109370499 -0.12079943720073928 -0.35161972584931744 -0.25298870042931265 leaf_weight=131 34 21 22 99848 1364 787 30 20 20 843 20 32 21 28 30 21 139 21 23 139 leaf_count=131 34 21 22 99848 1364 787 30 20 20 843 20 32 21 28 30 21 139 21 23 139 internal_value=0 -0.451597 0.0019464 0.00170938 0.00245608 0.0670589 0.164938 0.184929 -0.0177127 -0.0266818 0.000475882 0.000616536 0.498709 0.000352219 -0.221522 -0.326141 -0.181969 -0.225905 -0.264628 -0.241161 internal_weight=0 150 103444 103422 103013 3064 1414 1384 1650 1630 99949 99929 53 99876 129 99 409 78 57 278 internal_count=103594 150 103444 103422 103013 3064 1414 1384 1650 1630 99949 99929 53 99876 129 99 409 78 57 278 cat_boundaries=0 6 12 18 cat_threshold=1073741824 0 4096 8 2 512 11567108 16400 278987304 0 4 4097 0 0 0 0 2 512 is_linear=0 shrinkage=0.01 Tree=708 num_leaves=24 num_cat=5 split_feature=12 5 22 25 24 5 15 24 2 6 6 4 3 25 1 6 8 6 12 26 24 26 26 split_gain=301974 478045 267759 139128 117965 104632 387603 390019 391028 193764 123800 144066 136820 127732 41270.9 52252.7 27409.6 17061.7 11018.2 4959.45 2908.45 2448.44 1498.31 threshold=653.84225000000004 518.47500000000002 550.81750000000011 0 1 606.07650000000001 278.25000000000006 2 38.648750000000007 361.43000000000006 1070.9310000000003 39.727000000000011 1439.8675000000001 3 211.31080500000004 51.871000000000009 5.9884000000000013 1424.6500000000003 871.41750000000013 2022.5000000000002 4 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 1 2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 left_child=2 14 3 4 19 10 7 8 -7 -9 12 17 13 -5 15 16 18 -12 -2 -1 21 -6 -22 right_child=1 -3 -4 5 20 6 -8 9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 leaf_value=0.023960722605387369 0.037020552357037863 -1.8462623711994715 1.105025228803808 0.22292469380801666 -0.15515339383891985 0.99665812754295247 1.5035422752017067 -0.10846379507489566 -0.27124363461056272 -1.1111010159616885 -0.30669884377512441 -1.1310243642330169 0.58694671154022215 0.0014193228250759691 -0.59343151847521458 0.28742132137651033 -0.51287990640710901 0.046083808312049272 -0.24837636815924799 0.17396476710284198 -0.41703908449266019 -0.25413671500828799 -0.35621068039536474 leaf_weight=120 24 21 22 251 51 71 21 119 37 23 29 20 40 102376 24 23 27 26 31 27 82 49 80 leaf_count=120 24 21 22 251 51 71 21 119 37 23 29 20 40 102376 24 23 27 26 31 27 82 49 80 internal_value=0 -0.447081 0.00192689 0.00169224 -0.18016 0.00243152 0.198666 0.0890568 0.514633 -0.253043 0.00191415 -0.404221 0.00221084 0.00198293 -0.219307 -0.133793 -0.251938 -0.139929 -0.12384 0.0482314 -0.305366 -0.185141 -0.3645 internal_weight=0 150 103444 103422 409 103013 271 250 108 142 102742 75 102667 102627 129 105 82 55 55 147 262 100 162 internal_count=103594 150 103444 103422 409 103013 271 250 108 142 102742 75 102667 102627 129 105 82 55 55 147 262 100 162 cat_boundaries=0 6 7 8 13 14 cat_threshold=1073741824 0 4096 8 2 512 2049 3587 0 0 0 131072 2147483680 688 is_linear=0 shrinkage=0.01 Tree=709 num_leaves=21 num_cat=3 split_feature=12 5 22 25 0 25 6 17 21 26 14 14 11 8 11 1 25 12 12 26 split_gain=295965 468532 262430 136359 129182 249846 225362 205940 103443 125450 97129.8 128805 129156 89140.9 45487.2 35588.1 27485.6 3152.54 2797.07 29.9896 threshold=653.84225000000004 518.47500000000002 550.81750000000011 0 106.88450000000002 1 884.13250000000005 439.37528000000003 25.242500000000003 2022.5000000000002 1358.5175000000004 766.49265000000003 7.2257499999999997 1449.0631000000001 228.79300000000003 54.547500000000007 2 1362.4500000000003 871.41750000000013 2022.5000000000002 decision_type=2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=2 14 3 16 10 6 7 -6 9 -7 11 13 -13 -5 15 17 -1 18 -2 -18 right_child=1 -3 -4 4 5 8 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 19 -19 -20 -21 leaf_value=-0.047246925340476614 -0.20307857378440744 -1.8277997321174257 1.0939749962633305 0.00016667722841868414 0.16852679462928105 0.064466729918044793 -0.69275198396046966 1.1907029826641082 0.69735506665706637 -0.11087850901784276 -0.69636846292018884 0.10912832792961236 1.1275393929481508 0.56448023319244389 0.12400588391224544 -0.68588692846752353 -0.24157366574239386 -0.11736605405807496 -0.34586451302403987 -0.24814256640370574 leaf_weight=131 34 21 22 99848 1360 789 30 20 20 845 20 33 20 28 30 21 139 21 23 139 leaf_count=131 34 21 22 99848 1360 789 30 20 20 845 20 33 20 28 30 21 139 21 23 139 internal_value=0 -0.44261 0.00190784 0.00167553 0.00240742 0.0663665 0.163541 0.183341 -0.0173564 -0.0262106 0.000446953 0.000586415 0.493434 0.000324881 -0.217114 -0.320484 -0.178359 -0.222106 -0.260694 -0.236356 internal_weight=0 150 103444 103422 103013 3064 1410 1380 1654 1634 99949 99929 53 99876 129 99 409 78 57 278 internal_count=103594 150 103444 103422 103013 3064 1410 1380 1654 1634 99949 99929 53 99876 129 99 409 78 57 278 cat_boundaries=0 6 12 18 cat_threshold=1073741824 0 4096 8 2 512 11567108 536887312 276890152 0 4 4097 0 0 0 0 2 512 is_linear=0 shrinkage=0.01 Tree=710 num_leaves=27 num_cat=4 split_feature=10 11 13 16 9 2 16 10 24 16 2 3 4 25 24 25 18 26 0 2 4 17 3 11 2 26 split_gain=195797 310830 199663 139835 145278 137062 117913 237867 126253 700981 208447 121916 213183 131946 984765 356909 119125 109553 102077 101847 90412.5 74211.8 74083.1 53977.7 47659.4 29717.8 threshold=617.48075000000006 1429.7025000000001 544.68750000000011 259.21600000000007 422.48500000000007 200.25500000000002 194.48100000000002 255.87150000000005 0 655.48225000000014 277.77250000000009 1077.3535000000002 164.62650000000002 1 2 3 887.50750000000005 2022.5000000000002 156.17100000000002 590.51250000000016 48.500870000000006 264.3250000000001 31.615000000000006 85.796875000000014 54.445500000000003 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 9 1 9 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 4 5 20 11 8 9 22 21 13 24 14 17 -16 19 -1 -9 -15 23 -10 -8 -2 25 -13 right_child=2 -3 -4 -5 -6 -7 7 18 10 -11 -12 12 -14 16 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=1.3498389334427683 -0.082416624045824713 1.1636967204057651 -1.2572080569267272 0.58424845337867737 -1.0576554183526472 0.50461805185923969 0.045043980487319363 -0.40565940786810478 -0.15991924634174834 1.9254522710442543 -1.0302541464108688 -0.57109228754043584 -1.273544158935547 0.00056300446951651972 -0.22777207521409601 0.24947488751700697 0.73700162844224415 0.72423001969944356 -1.2682347065469493 0.19797863243872882 -0.93705281543731689 0.25021258982957578 -0.5420807891056455 -0.663978996694088 0.30645245134830473 -0.087876900809151781 leaf_weight=57 79 23 20 20 22 24 83 34 327 20 26 20 20 101701 360 262 22 55 23 262 20 51 29 20 20 35 leaf_count=57 79 23 20 20 22 24 83 34 327 20 26 20 20 101701 360 262 22 55 23 262 20 51 29 20 20 35 internal_value=0 0.00131364 -0.308041 -0.205428 -0.301146 -0.18476 0.0010551 -0.139551 -0.0742388 0.186812 -0.160192 0.00186607 -0.356204 0.00219723 0.134886 -0.0259786 0.00122891 0.95716 -0.753716 0.00107028 -0.323795 -0.104584 -0.106979 -0.199904 -0.11158 -0.263592 internal_weight=0 103430 205 185 165 143 103407 593 536 132 404 102814 95 102719 734 622 101985 112 57 101963 119 378 112 99 75 55 internal_count=103635 103430 205 185 165 143 103407 593 536 132 404 102814 95 102719 734 622 101985 112 57 101963 119 378 112 99 75 55 cat_boundaries=0 1 6 7 12 cat_threshold=96 1073741824 536870912 0 131080 2147483680 66 0 536870912 0 131072 32 is_linear=0 shrinkage=0.01 Tree=711 num_leaves=28 num_cat=4 split_feature=10 11 13 16 7 7 16 10 24 16 2 3 4 25 24 25 18 14 26 2 17 3 2 2 26 10 10 split_gain=191901 304644 195690 137052 213967 155495 115567 233134 123741 687031 204299 119490 208941 131338 893020 361635 116761 121069 103784 82359.4 72735 72608.8 64329.8 46710.9 29126.4 23530.7 3302.53 threshold=617.48075000000006 1429.7025000000001 544.68750000000011 259.21600000000007 23.838500000000003 520.34250000000009 194.48100000000002 255.87150000000005 0 655.48225000000014 277.77250000000009 1077.3535000000002 164.62650000000002 1 2 3 887.50750000000005 766.49265000000003 2022.5000000000002 81.389000000000024 264.3250000000001 31.615000000000006 108.13500000000002 54.445500000000003 2022.5000000000002 1092.2834 786.71250000000009 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 9 1 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 4 19 -6 11 8 9 21 20 13 23 14 18 -16 17 -15 -1 25 -10 -8 -9 24 -13 26 -2 right_child=2 -3 -4 -5 5 -7 7 22 10 -11 -12 12 -14 16 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=1.2747466116436459 -0.2398971886245104 1.1520596864171651 -1.2446359684467316 0.57840597510337832 -1.3607004109135381 -0.22813467957756736 0.044593540854437883 -0.43851645146646812 -0.1583200551628702 1.9061977720260621 -1.0199515941509834 -0.56538136100769043 -1.2608087310791016 0.00076385320585777147 -0.2255559187019999 0.2470449861201309 0.72963158412413165 0.43247944204623884 0.67643007742731198 0.47171368294436 0.24771047529052287 -0.53665998935699466 -1.1130073085198036 0.30338790631294255 -0.08699811785561698 0.003553210563129849 -0.39272173981512742 leaf_weight=59 26 23 20 20 27 22 83 31 327 20 26 20 20 101878 360 278 22 65 57 23 51 29 26 20 35 36 31 leaf_count=59 26 23 20 20 27 22 83 31 327 20 26 20 20 101878 360 278 22 65 57 23 51 29 26 20 35 36 31 internal_value=0 0.00130052 -0.30496 -0.203374 -0.298135 -0.852202 0.00104457 -0.138156 -0.0734964 0.184944 -0.15859 0.00184743 -0.352642 0.00217528 0.132801 -0.0189919 0.0011962 0.00103912 0.902909 -0.0640894 -0.103538 -0.10591 -0.746179 -0.110464 -0.260956 -0.1966 -0.323012 internal_weight=0 103430 205 185 165 49 103407 593 536 132 404 102814 95 102719 754 638 101965 101943 116 116 378 112 57 75 55 93 57 internal_count=103635 103430 205 185 165 49 103407 593 536 132 404 102814 95 102719 754 638 101965 101943 116 116 378 112 57 75 55 93 57 cat_boundaries=0 1 6 7 12 cat_threshold=96 1073741824 536870912 0 134348808 2147483680 66 0 536870912 0 131072 32 is_linear=0 shrinkage=0.01 Tree=712 num_leaves=25 num_cat=2 split_feature=10 11 13 5 1 2 5 0 6 16 0 25 5 24 2 26 6 4 5 16 9 2 26 7 split_gain=188082 298582 191796 358911 217612 178326 171330 346832 303398 127135 242883 123686 286687 172723 135143 230271 137618 119552 114313 109140 99666.2 77325.7 78566.4 13014.1 threshold=617.48075000000006 1429.7025000000001 544.68750000000011 418.34600000000006 315.17050000000006 182.24800000000002 670.0675 507.61050000000006 102.82750000000001 194.48100000000002 438.09750000000008 0 388.83500000000009 1 1054.5000000000002 2022.5000000000002 1424.6500000000003 48.500870000000006 388.83500000000009 1079.5035000000003 78.048000000000016 85.347000000000008 2022.5000000000002 7.2820540000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 4 5 17 9 8 21 11 18 12 13 -1 16 -16 -13 23 19 -11 -10 22 -8 -2 right_child=2 -3 -4 -5 -6 -7 7 -9 20 10 -12 14 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.16167127129746042 -0.16945289407102834 1.1405390903742418 -1.2321896156072618 1.0637883582115175 -1.3325305819511415 0.65691085147857664 -0.47133816157068581 0.86871369679768873 -0.69115285473900867 -0.097129484471047495 -1.1536841583251953 3.8910838818901205e-05 1.1111512257502629 0.0016842184264155837 1.0197448877607074 -0.061750367310312061 0.72766297597151541 -1.0686936111450196 0.57012838443120328 -0.67510574286324643 -1.5410919417034494 -0.70927468559958717 0.084499470655636108 -0.44777811413719543 leaf_weight=1017 84 23 20 20 20 20 35 24 37 491 23 99473 26 1979 35 45 26 20 24 35 22 22 93 21 leaf_count=1017 84 23 20 20 20 20 35 24 37 491 23 99473 26 1979 35 45 26 20 24 35 22 22 93 21 internal_value=0 0.00128754 -0.301911 -0.20134 -0.354689 -0.219814 0.00103414 -0.269828 -0.40057 0.00164584 -0.146895 0.0024754 0.0653945 0.0565375 0.00055932 0.411404 0.000229046 -0.36009 -0.104793 -0.135588 -1.00808 -0.161616 -0.0674874 -0.225118 internal_weight=0 103430 205 185 165 145 103407 233 209 103174 573 102601 3022 2996 99579 80 99499 125 550 526 59 150 128 105 internal_count=103635 103430 205 185 165 145 103407 233 209 103174 573 102601 3022 2996 99579 80 99499 125 550 526 59 150 128 105 cat_boundaries=0 5 6 cat_threshold=1073741824 536870912 0 174260264 2147483696 2074 is_linear=0 shrinkage=0.01 Tree=713 num_leaves=33 num_cat=2 split_feature=5 15 2 6 2 12 4 26 16 2 3 3 5 0 25 24 3 1 1 19 1 1 3 0 26 16 3 4 5 1 2 2 split_gain=146914 383701 260546 205185 153020 684922 260150 299393 133875 233647 234033 217825 219743 304893 163104 2.12567e+06 133134 105821 350679 105656 91438.5 78633.3 64144.1 57128.1 50537.9 37792.9 24517.5 12224.5 25217 9037.06 6560.04 5834.01 threshold=670.0675 278.25000000000006 38.648750000000007 361.43000000000006 747.71500000000015 264.75500000000005 228.79300000000003 2022.5000000000002 194.48100000000002 362.00600000000003 471.50829000000004 670.0675 606.07650000000001 43.840000000000003 0 1 270.18175000000008 2.4436500000000003 218.65894500000005 382.22200000000004 43.94230000000001 130.14450000000002 249.93500000000003 20.028000000000002 2022.5000000000002 799.08500000000015 1439.8675000000001 39.015000000000008 883.10000000000014 23.473660500000005 1054.5000000000002 1054.5000000000002 decision_type=2 2 2 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 left_child=4 2 21 16 8 6 7 20 11 10 22 12 14 -14 15 -1 -4 23 -19 -16 31 24 25 26 -2 -10 -13 28 -26 30 -9 -6 right_child=1 -3 3 -5 5 -7 -8 29 9 -11 -12 17 13 -15 19 -17 -18 18 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31 -32 -33 leaf_value=1.323747245600966 -0.37453116798400876 0.96000993728637696 -0.97808938061749484 -1.7089866159075784 0.83026454467773436 2.0323913194686174 -0.76808805529276525 -0.12645126514434815 -0.096474512154580624 -1.1857214328220913 0.95092510128021246 -0.31100226384142171 1.5377767112038354 -0.16819508314132692 0.0007721496767793181 -0.21228310920358809 0.098368357658386238 0.76624528500341604 -0.76361088325237403 0.329277883460175 0.20106522674560548 -0.66042951755523693 -0.66731943508853075 -0.96922560691833504 -0.20891157496360041 -0.35948044850941629 -0.63617606532189164 0.28901848030090332 0.16009322167738624 -0.0021300614327192306 -0.34120469916950574 1.0442144151834341 leaf_weight=112 35 24 27 21 25 20 30 25 460 21 20 92 22 20 101802 339 20 31 29 98 25 25 23 20 31 62 31 20 46 20 33 26 leaf_count=112 35 24 27 21 25 20 30 25 460 21 20 92 22 20 101802 339 20 31 29 98 25 25 23 20 31 62 31 20 46 20 33 26 internal_value=0 -0.24193 -0.370136 -0.887202 0.00126538 0.274874 0.0838399 0.2498 0.000724427 -0.149993 -0.111497 0.00158528 0.00223407 0.725409 0.00193731 0.18961 -0.520022 -0.325662 0.0268148 0.00108798 0.696484 -0.146184 -0.150485 -0.473554 -0.0487893 -0.127713 -0.392957 0.0687464 0.0115328 -0.185431 -0.248639 0.939337 internal_weight=0 249 225 68 103386 204 184 154 103182 586 565 102596 102393 42 102351 451 47 203 60 101900 76 157 545 143 132 522 123 97 77 78 58 51 internal_count=103635 249 225 68 103386 204 184 154 103182 586 565 102596 102393 42 102351 451 47 203 60 101900 76 157 545 143 132 522 123 97 77 78 58 51 cat_boundaries=0 5 6 cat_threshold=0 536870912 0 131072 2147483680 70 is_linear=0 shrinkage=0.01 Tree=714 num_leaves=26 num_cat=4 split_feature=11 7 3 6 13 2 4 0 16 12 0 0 3 12 25 24 25 18 3 16 1 25 3 4 26 split_gain=128999 151127 114143 405968 319063 232004 171215 273124 146928 143389 99840 151781 138706 174790 98841.1 377116 254283 115800 96932.6 94056.3 69098 61480.3 34577.6 7518.75 5169.2 threshold=1085.9700000000003 25.506607500000005 670.0675 149.75950000000003 54.026500000000006 153.80460000000002 1086.5100000000002 10.050250000000004 228.79300000000003 13.433000000000002 85.979250000000022 47.077700000000007 296.58675000000005 264.75500000000005 0 1 2 887.50750000000005 1077.3535000000002 1079.5035000000003 383.96180000000004 3 888.10000000000014 1468.3681000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 9 2 2 2 2 9 2 2 2 left_child=2 -2 6 4 5 18 8 23 14 -5 11 19 13 -12 15 16 -1 20 22 -10 -16 -17 -4 -8 -20 right_child=1 -3 3 9 -6 -7 7 -9 10 -11 12 -13 -14 -15 17 21 -18 -19 24 -21 -22 -23 -24 -25 -26 leaf_value=0.6938136536734445 0.10934024190902709 1.1739778745174407 -0.21387674457148503 -1.3670855320201201 1.1678368604750862 0.61011142983156097 -0.082929826149573685 1.259415912798473 -0.092886213413649998 -0.34475459430528721 -0.53834409006058226 0.75092926502227786 -1.1504617717049339 0.46451920419931414 0.00077118501294540904 -0.20376272040182319 0.14846260959529534 0.74280756405421666 -0.70072347181814698 -0.67059558007024944 -0.10925801117245744 0.010258926302419012 0.23218721313476565 0.1553252269603588 -0.51975837174214823 leaf_weight=130 40 20 57 34 21 34 26 28 310 23 63 20 22 24 100958 159 269 21 27 31 574 654 25 27 38 leaf_count=130 40 20 57 34 21 34 26 28 310 23 63 20 22 24 100958 159 269 21 27 31 574 654 25 27 38 internal_value=0 0.464219 0.000406796 -0.209261 0.0010481 -0.134325 0.000932406 0.460509 0.000571814 -0.954566 -0.175834 -0.0957468 -0.441077 -0.261692 0.00137861 0.0907782 0.338765 0.000302691 -0.306508 -0.145405 0.000149147 -0.033565 -0.0778816 0.0384454 -0.594928 internal_weight=0 60 103575 259 202 181 103316 81 103235 57 470 361 109 87 102765 1212 399 101553 147 341 101532 813 82 53 65 internal_count=103635 60 103575 259 202 181 103316 81 103235 57 470 361 109 87 102765 1212 399 101553 147 341 101532 813 82 53 65 cat_boundaries=0 5 6 11 16 cat_threshold=1073741824 536870912 0 138576168 2147483648 78 0 536870912 0 131072 2147483648 0 0 0 131328 2147483648 is_linear=0 shrinkage=0.01 Tree=715 num_leaves=24 num_cat=2 split_feature=2 12 6 25 20 19 16 2 2 6 5 5 5 12 16 5 0 14 25 6 2 2 6 split_gain=156170 899055 347494 147161 150508 313825 335915 193201 544372 400291 283951 332692 202555 134908 126725 122965 114729 103807 119984 76712.2 51146.3 106620 1235.86 threshold=873.74500000000012 143.12500000000003 124.18500000000002 0 221.22225 113.35000000000001 11.281000000000001 436.65050000000002 537.86000000000013 118.36660000000002 543.52500000000009 670.0675 388.83500000000009 1040.4400000000003 1079.5035000000003 1062.3775000000003 130.34875000000002 873.74500000000012 1 80.115250000000017 1432.0500000000002 1054.5000000000002 7.8943450000000004 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=3 2 16 4 5 7 -7 10 -9 -10 12 -12 -1 14 15 17 20 18 -5 -6 21 -2 -17 right_child=1 -3 -4 13 19 6 -8 8 9 -11 11 -13 -14 -15 -16 22 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.074533636502709874 -0.27747271875540419 2.1889382483742454 -1.1072682525800621 0.30001194763183597 -0.23826899477969046 1.2354679332635341 -0.085632734612414704 1.30497099509606 0.43775088261003076 -1.0470051725705465 1.6270251617431641 0.15732698737685361 -0.72107753549303322 0.60573543930980001 0.69983704346876874 -0.50464734070441308 0.75775783415763609 -0.46798281168684053 0.0016842681483909458 -1.0742278030940464 -0.24662878077370781 0.58790384054183964 -0.40845790863037112 leaf_weight=4364 24 22 23 125 23 39 38 39 46 30 20 67 49 37 26 34 31 47 98317 21 35 35 22 leaf_count=4364 24 22 23 125 23 39 38 39 46 30 20 67 49 37 26 34 31 47 98317 21 35 35 22 internal_value=0 0.302737 0.0223554 -0.000604064 -0.0549949 -0.0496519 0.583496 -0.0602158 0.344524 -0.148337 -0.0705592 0.495189 -0.0817126 0.00201362 0.00178721 0.00160304 0.230206 0.0018694 0.00209373 -0.637249 0.0562264 0.235886 -0.466859 internal_weight=0 170 148 103344 4736 4692 77 4615 115 76 4500 87 4413 98608 98571 98545 125 98489 98442 44 94 59 56 internal_count=103514 170 148 103344 4736 4692 77 4615 115 76 4500 87 4413 98608 98571 98545 125 98489 98442 44 94 59 56 cat_boundaries=0 6 11 cat_threshold=1073774848 545259648 4224 269516832 65536 257 0 0 0 0 2147483680 is_linear=0 shrinkage=0.01 Tree=716 num_leaves=18 num_cat=0 split_feature=2 12 6 22 11 0 1 2 2 8 17 0 1 3 5 16 16 split_gain=153062 881163 340579 136941 132696 112446 111304 60957.4 143202 59544.6 57651.4 114942 129165 72403 415792 103772 59444.3 threshold=873.74500000000012 143.12500000000003 124.18500000000002 524.87500000000011 1429.7025000000001 130.34875000000002 0.45700000000000007 1432.0500000000002 1054.5000000000002 1449.0631000000001 330.72800000000007 61.134000000000007 174.76450000000003 888.10000000000014 65.306500000000014 371.89150000000006 267.04450000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 5 4 9 6 7 8 -2 10 13 12 -12 15 -15 -1 -13 right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 -11 11 16 -14 14 -16 -17 -18 leaf_value=0.00016161103403656841 -0.17768229341506961 2.1670488409562543 -1.0961955816849418 -0.65466872721910474 -0.74388162874927122 0.75018025644363906 -0.60623487782478336 -0.13331656677382334 0.94783216476440435 0.40086816117570212 -0.13126006654974742 -0.9240766227722168 0.66109289086383327 -0.088567424071462536 1.2452018470148887 -0.22957117014106004 -0.23447224617004395 leaf_weight=102660 20 22 23 32 24 31 20 28 26 37 195 25 23 95 31 197 25 leaf_count=102660 20 22 23 32 24 31 20 28 26 37 195 25 23 95 31 197 25 internal_value=0 0.299709 0.0221319 -0.000597731 -0.000395138 0.227904 0.0556641 0.234556 0.458478 -0.000222382 -0.000366112 -0.146844 -0.0476632 1.50784e-05 0.239582 -0.000278392 -0.579274 internal_weight=0 170 148 103344 103312 125 94 74 46 103288 103251 268 218 102983 126 102857 50 internal_count=103514 170 148 103344 103312 125 94 74 46 103288 103251 268 218 102983 126 102857 50 is_linear=0 shrinkage=0.01 Tree=717 num_leaves=25 num_cat=3 split_feature=2 12 6 25 4 2 8 2 14 2 2 5 12 16 2 5 1 4 25 24 14 2 1 2 split_gain=150016 863628 333801 144075 182084 151665 664287 739259 214345 139122 1.02877e+06 284828 132237 124498 123596 120583 111820 107577 102415 968642 75947 70481.4 34693.2 21719.3 threshold=873.74500000000012 143.12500000000003 124.18500000000002 0 1468.3681000000001 436.65050000000002 4.4150000000000009 537.86000000000013 766.49265000000003 52.802500000000002 58.463080000000005 606.07650000000001 1040.4400000000003 1079.5035000000003 654.54975000000002 1062.3775000000003 315.17050000000006 74.439000000000021 1 2 873.74500000000012 1432.0500000000002 25.517800000000005 1054.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 left_child=3 2 16 4 5 8 7 -7 9 11 -11 -1 13 15 -9 18 21 -8 19 -5 -20 23 -17 -2 right_child=1 -3 -4 12 -6 6 17 14 -10 10 -12 -13 -14 -15 -16 22 -18 -19 20 -21 -22 -23 -24 -25 leaf_value=-0.055007265704037973 0.090954119005510883 2.1453784077817746 -1.0852336077068163 0.92739762465159103 -1.0066658282279968 2.2035620696456344 -1.1829696836925689 0.63742740174998413 0.81274055208478657 -2.1972832397460937 -0.11920928213553937 0.65085045372617656 0.59971392866727469 0.69366540468656102 -0.39927501942800442 -0.26951048932756694 0.91093234729766848 -0.19302061391913372 0.0014851610980911884 -0.25389075048031318 -0.41886974955714024 -0.25614339016579296 -0.78363996698742822 0.44978970211905406 leaf_weight=3982 31 22 23 101 20 27 21 23 28 25 506 58 37 26 23 35 20 23 98166 179 43 37 21 37 leaf_count=3982 31 22 23 101 20 27 21 23 28 25 506 58 37 26 23 35 20 23 98166 179 43 37 21 37 internal_value=0 0.296712 0.0219106 -0.000591754 -0.0544093 -0.0504862 0.305058 0.89005 -0.0595314 -0.0648746 -0.217047 -0.0448737 0.00199834 0.00177418 0.119076 0.00159163 0.225625 -0.665496 0.0018554 0.189503 0.00130098 0.0950904 -0.462309 0.286203 internal_weight=0 170 148 103344 4736 4716 117 73 4599 4571 531 4040 98608 98571 46 98545 125 44 98489 280 98209 105 56 68 internal_count=103514 170 148 103344 4736 4716 117 73 4599 4571 531 4040 98608 98571 46 98545 125 44 98489 280 98209 105 56 68 cat_boundaries=0 6 11 12 cat_threshold=1073774848 545259648 4224 269516832 65536 257 0 0 0 131080 2147483680 2132 is_linear=0 shrinkage=0.01 Tree=718 num_leaves=23 num_cat=3 split_feature=2 12 6 25 4 20 20 6 8 5 12 16 5 1 25 24 1 6 1 2 26 4 split_gain=147030 846442 327159 141212 178460 149181 226519 386446 137424 134445 129605 122021 118448 109595 100502 950935 92928.2 75221.3 70199 69078.8 89135.2 58525.2 threshold=873.74500000000012 143.12500000000003 124.18500000000002 0 1468.3681000000001 221.22225 38.592000000000006 52.76986800000001 1117.4100000000001 606.07650000000001 1040.4400000000003 1079.5035000000003 764.58775000000003 315.17050000000006 1 2 205.81150000000002 80.115250000000017 1449.0631000000001 1432.0500000000002 2022.5000000000002 156.13200000000003 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 left_child=3 2 13 4 5 6 8 -8 9 -1 11 12 14 19 15 -5 21 -7 -16 20 -2 -14 right_child=1 -3 -4 10 -6 17 7 -9 -10 -11 -12 -13 16 -15 18 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.063521810148265911 0.63489567593165808 2.1239246888594194 -1.0743812824332195 0.91895912746051411 -0.99659918832778926 -0.23445154886530795 -0.059248117822589298 1.7023645675182344 0.68742463474273674 0.33336306911775437 0.59371680237151481 0.68672877421745881 -0.31057413993655025 0.90182302713394169 0.0012656649474652201 -0.2514861736064235 -0.90283795226703989 -1.0622472358885267 0.52094606766333951 -0.25358194557396141 -0.089520294016057794 0.29910968565940854 leaf_weight=4507 35 22 23 101 20 23 33 20 25 87 37 26 74 20 98123 179 22 21 26 37 33 20 leaf_count=4507 35 22 23 101 20 23 33 20 25 87 37 26 74 20 98123 179 22 21 26 37 33 20 internal_value=0 0.293745 0.0216915 -0.000585184 -0.0538652 -0.0499814 -0.0445232 0.605511 -0.0519819 -0.0560057 0.00197904 0.00175712 0.0015764 0.223369 0.00195277 0.18784 -0.317782 -0.629536 0.00140319 0.0941395 0.283341 -0.180854 internal_weight=0 170 148 103344 4736 4716 4672 53 4619 4594 98608 98571 98545 125 98429 280 116 44 98149 105 68 94 internal_count=103514 170 148 103344 4736 4716 4672 53 4619 4594 98608 98571 98545 125 98429 280 116 44 98149 105 68 94 cat_boundaries=0 6 11 12 cat_threshold=1073774848 545259648 4224 269516832 65536 257 0 0 0 131080 2147483680 2132 is_linear=0 shrinkage=0.01 Tree=719 num_leaves=30 num_cat=3 split_feature=2 12 6 25 4 2 8 0 5 3 19 16 5 4 12 3 5 25 24 26 0 4 3 26 22 4 3 26 26 split_gain=144103 829598 320648 138405 174909 148539 650933 840216 182707 591648 264904 338840 198014 140389 127026 133951 269304 112449 882442 425115 108195 105199 93958.8 141742 87610.2 90373.5 73125.1 31002.7 14678.7 threshold=873.74500000000012 143.12500000000003 124.18500000000002 0 1468.3681000000001 436.65050000000002 4.4150000000000009 10.847970000000002 543.52500000000009 108.75750000000001 113.35000000000001 11.281000000000001 388.83500000000009 52.631250000000001 1040.4400000000003 888.10000000000014 42.675000000000004 1 2 2022.5000000000002 130.34875000000002 74.439000000000021 8.3370000000000015 2022.5000000000002 524.87500000000011 1468.3681000000001 1439.8675000000001 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=3 2 20 4 5 8 7 -7 10 13 12 -12 -1 -10 15 17 26 18 19 -5 22 -8 23 -2 25 -19 28 -20 -17 right_child=1 -3 -4 14 -6 6 21 -9 9 -11 11 -13 -14 -15 -16 16 -18 24 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=-0.070887172808419066 0.7115901033806078 2.102685328396884 -1.0636374620769335 1.4602655807870335 -0.98663319158554075 -0.26755545468891373 -1.1700897997901554 1.8831706231679672 0.1608470140695572 1.4822152036428451 1.1708380299348098 -0.10936233049089258 -0.70378254466056833 -0.83368865880099208 0.58777962850759158 0.47424427072207131 1.3494760877435856 0.00082998613734739182 -0.45317645067587875 0.28443456818980556 0.73344447166688986 -0.19114541686099507 -0.50330006392105764 -0.18424888736323308 -0.54875084893456827 0.65691091264997215 -0.39818097418004816 -0.17299725895002485 0.11222296215239025 leaf_weight=4372 33 22 23 61 20 34 21 39 40 32 39 44 50 22 37 24 22 98151 78 62 31 23 23 38 29 21 22 80 21 leaf_count=4372 33 22 23 61 20 34 21 39 40 32 39 44 50 22 37 24 22 98151 78 62 31 23 23 38 29 21 22 80 21 internal_value=0 0.290808 0.0214745 -0.000578687 -0.0533265 -0.0494815 0.302381 0.881463 -0.058433 0.377911 -0.0675376 0.492178 -0.0780434 -0.192053 0.00195992 0.00174023 0.389517 0.00138979 0.197676 0.802339 0.221135 -0.658369 0.0521821 0.232127 0.000807907 0.000970329 0.0743069 -0.292783 0.305301 internal_weight=0 170 148 103344 4736 4716 117 73 4599 94 4505 83 4422 62 98608 98571 89 98482 281 123 125 44 94 71 98201 98172 67 158 45 internal_count=103514 170 148 103344 4736 4716 117 73 4599 94 4505 83 4422 62 98608 98571 89 98482 281 123 125 44 94 71 98201 98172 67 158 45 cat_boundaries=0 6 11 12 cat_threshold=1073774848 545259648 4224 269516832 65536 257 0 0 0 131080 2147483680 3156 is_linear=0 shrinkage=0.01 Tree=720 num_leaves=30 num_cat=3 split_feature=3 0 3 8 22 0 25 24 25 26 5 0 15 4 7 0 6 0 14 0 7 9 5 7 7 4 10 14 3 split_gain=201946 240458 212387 156021 141722 106101 104968 315145 392667 699785 280909 272310 245649 363281 311971 208994 165458 146243 96498.9 94180.6 91870.1 92419.6 90001.8 78747.3 69507.3 41844.9 35846.3 15339.3 2103.3 threshold=670.0675 49.760500000000015 1439.8675000000001 302.94500000000005 550.81750000000011 507.61050000000006 0 1 2 2022.5000000000002 184.50375000000005 252.12500000000003 66.958500000000001 173.30025000000003 520.34250000000009 883.10000000000014 53.40420000000001 1438.4900000000002 650.34950000000015 1077.3535000000002 117.96440000000001 45.61910000000001 606.07650000000001 359.98750000000001 96.32442850000001 35.225292000000003 104.94000000000001 873.74500000000012 1077.3535000000002 decision_type=2 2 2 2 2 2 9 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 20 5 6 -3 7 8 9 -1 15 22 14 -14 -10 16 -9 18 19 23 21 25 -12 -8 -13 28 27 -20 -2 right_child=1 3 -4 -5 -6 -7 17 10 12 -11 11 24 13 -15 -16 -17 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=1.603633808481927 -0.32046433844808803 -0.67367225646972662 0.64956427458560828 -0.079527763366699228 0.75377962989807135 -1.570219652002508 -0.0017706956546917078 -0.044699140532794897 0.089807171485352486 -0.044962063683913304 -0.3680079855450562 -0.74407376164975381 0.17611715146664825 1.3440997385978699 -0.78023652167547308 0.98692536671956377 0.23137356461136921 -0.71151662530570192 -0.43343500202352353 0.46689274233441019 -0.83446904182434078 0.4892204532623291 0.23555873298645019 0.14189960558054965 -1.550139673948288 0.15697820115089417 -0.72088291597366339 -0.094555243674446551 -0.43149881780147553 leaf_weight=51 59 33 33 25 25 22 97832 2036 2199 52 84 23 89 38 42 21 243 29 22 43 22 20 35 383 20 20 20 34 24 leaf_count=51 59 33 33 25 25 22 97832 2036 2199 52 84 23 89 38 42 21 243 29 22 43 22 20 35 383 20 20 20 34 24 internal_value=0 -0.279172 -0.0745061 -0.734553 0.000951465 -1.03229 0.000769264 0.0457355 0.125318 0.703073 -0.0343215 -0.436942 0.0973365 0.525592 0.0735011 -0.00611228 -0.0152627 -0.00149034 -0.00128109 -0.00100558 -0.239295 -0.132841 -0.190488 -0.00121044 -1.11899 -0.253629 -0.357475 -0.227687 -0.352571 internal_weight=0 258 178 80 103321 55 103296 4933 2471 103 2462 162 2368 127 2241 2300 2279 98363 98334 98258 145 123 119 98215 43 103 76 56 83 internal_count=103579 258 178 80 103321 55 103296 4933 2471 103 2462 162 2368 127 2241 2300 2279 98363 98334 98258 145 123 119 98215 43 103 76 56 83 cat_boundaries=0 6 7 12 cat_threshold=1073774592 49280 4098 2228264 2147483680 1 1644 0 0 4096 131072 2147483648 is_linear=0 shrinkage=0.01 Tree=721 num_leaves=23 num_cat=3 split_feature=3 2 13 8 22 11 1 25 24 2 5 25 5 0 11 12 0 11 6 1 9 3 split_gain=197927 335192 588578 165911 138902 115357 111301 110246 327961 532164 1.22839e+06 463146 281689 286431 220910 216239 265340 250294 98414.1 57386.3 50791.9 35360.8 threshold=670.0675 194.25275000000002 22.893831000000002 302.94500000000005 550.81750000000011 1429.7025000000001 169.65250000000003 0 1 408.041 93.893500000000017 2 184.50375000000005 252.12500000000003 483.06600000000009 1040.4400000000003 1438.4900000000002 1085.9700000000003 25.125500000000006 5.8595000000000006 16.931850000000001 1439.8675000000001 decision_type=2 2 2 2 2 2 2 9 1 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=4 2 6 18 5 7 19 8 9 11 -11 -1 14 -14 -10 16 17 -9 -3 20 21 -2 right_child=1 3 -4 -5 -6 -7 -8 15 12 10 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=0.68873462980187783 -0.22842634619736088 -0.7814521020034263 1.5668724415302275 -0.08941245555877686 0.74624177703857431 -0.64101623627756321 -0.89439640832983924 -0.0016302565333832706 -0.015882888542454617 1.763870100222136 -0.70951676061076496 0.066823582060148892 -0.18858347625291649 -1.1491440338180179 1.0144908228374663 0.75283100694417959 -0.97500053644180296 1.0651192565397782 -1.6684110450744629 0.32484457622874863 0.23076018667221071 -0.69738969135284423 leaf_weight=117 82 29 20 20 25 28 23 98262 2273 57 31 2258 119 42 21 38 28 22 22 22 20 20 leaf_count=117 82 29 20 20 25 28 23 98262 2273 57 31 2258 119 42 21 38 28 22 22 22 20 20 internal_value=0 -0.27638 -0.0542815 -0.861344 0.000941951 0.000761571 -0.248432 0.000935582 0.0470917 0.128415 0.892563 0.100642 -0.0346868 -0.439164 -0.00645052 -0.00137711 -0.00166877 -0.00139147 -1.16406 -0.145257 -0.230029 -0.32038 internal_weight=0 258 187 71 103321 103296 167 103268 4918 2463 88 2375 2455 161 2294 98350 98312 98284 51 144 122 102 internal_count=103579 258 187 71 103321 103296 167 103268 4918 2463 88 2375 2455 161 2294 98350 98312 98284 51 144 122 102 cat_boundaries=0 6 7 12 cat_threshold=1073774592 49280 4098 2228264 2147483680 1 1644 0 0 0 131072 2147483680 is_linear=0 shrinkage=0.01 Tree=722 num_leaves=20 num_cat=1 split_feature=3 2 13 8 22 11 1 25 14 8 6 0 11 2 6 0 1 9 3 split_gain=193989 328522 576865 162609 136137 113062 109086 108121 308658 199077 349261 139669 190717 121341 96455.7 92532.2 56244.3 49781.1 34657.1 threshold=670.0675 194.25275000000002 22.893831000000002 302.94500000000005 550.81750000000011 1429.7025000000001 169.65250000000003 0 766.49265000000003 345.35355000000004 522.5150000000001 1438.4900000000002 1085.9700000000003 381.19000000000005 25.125500000000006 1077.3535000000002 5.8595000000000006 16.931850000000001 1439.8675000000001 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 6 14 5 7 16 8 9 13 -11 12 15 -1 -3 -9 17 18 -2 right_child=1 3 -4 -5 -6 -7 -8 11 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.042656009482332023 -0.22614207343357365 -0.77363757758304985 1.5512036876678468 -0.088518311500549313 0.73877932081222542 -0.63460606557982313 -0.88545243346172831 -0.0015700427024940569 1.1129867384168837 -0.094171111750048275 -1.3448918621628374 -0.69524725256295039 0.9093424216560696 0.31474987153445971 -1.6517269195209849 0.47359570619536612 0.32159612568941981 0.22845256900787356 -0.69041579055786129 leaf_weight=4565 82 29 20 20 25 28 23 98257 27 129 27 29 23 170 22 41 22 20 20 leaf_count=4565 82 29 20 20 25 28 23 98257 27 129 27 29 23 170 22 41 22 20 20 internal_value=0 -0.273616 -0.0537387 -0.85273 0.000933262 0.000754687 -0.245947 0.000926958 0.0466361 0.0408448 -0.310642 -0.00136333 -0.00115881 0.052425 -1.15242 -0.00137185 -0.143804 -0.227729 -0.317176 internal_weight=0 258 187 71 103321 103296 167 103268 4918 4891 156 98350 98321 4735 51 98298 144 122 102 internal_count=103579 258 187 71 103321 103296 167 103268 4918 4891 156 98350 98321 4735 51 98298 144 122 102 cat_boundaries=0 6 cat_threshold=1073774592 49280 4098 2228264 2147483680 1 is_linear=0 shrinkage=0.01 Tree=723 num_leaves=24 num_cat=3 split_feature=3 2 14 9 4 22 11 25 24 2 5 25 5 0 11 12 0 11 6 4 3 3 3 split_gain=190129 321985 305508 152982 151094 133428 110812 105970 321537 519465 1.20188e+06 454543 275636 280137 216632 211834 256328 241100 79128.4 126846 15881.7 4857.51 785.6 threshold=670.0675 194.25275000000002 36.58355000000001 242.70250000000001 72.993000000000009 550.81750000000011 1429.7025000000001 0 1 408.041 93.893500000000017 2 184.50375000000005 252.12500000000003 422.57650000000007 1040.4400000000003 1438.4900000000002 1085.9700000000003 166.61000000000004 60.373250000000006 1077.3535000000002 888.10000000000014 1439.8675000000001 decision_type=2 2 2 2 2 2 2 9 1 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 18 4 -3 6 7 8 9 11 -11 -1 14 -14 -10 16 17 -9 19 20 21 -2 -22 right_child=1 3 -4 -5 -6 -7 -8 15 12 10 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 leaf_value=0.68184961470562644 -0.25888279867172242 -0.69134474073137553 1.0261143642923107 -0.17362720987071162 -1.8293665580749514 0.73139153385162359 -0.62826000792639602 -0.0016001877638826304 -0.017868549662578448 1.7435185553734764 -0.70302557668378274 0.065753799749824107 -0.18710017761262523 -1.1370478993370419 0.85194232809132542 0.74513612218593295 -0.95829804999487733 1.0453746491399678 -0.77776385716029584 0.38371387687889302 -0.40308176676432289 -0.073887195153669871 -0.48794243717193603 leaf_weight=117 40 28 23 23 20 25 28 98262 2265 57 31 2258 119 42 29 38 28 22 21 37 24 22 20 leaf_count=117 40 28 23 23 20 25 28 98262 2265 57 31 2258 119 42 29 38 28 22 21 37 24 22 20 internal_value=0 -0.27088 -0.0532013 -0.844203 -1.16552 0.00092393 0.00074714 0.000917688 0.0461697 0.126693 0.881668 0.0992524 -0.034802 -0.434913 -0.00687268 -0.0013497 -0.00163837 -0.00136583 -0.204569 -0.120393 -0.296355 -0.193239 -0.441655 internal_weight=0 258 187 71 48 103321 103296 103268 4918 2463 88 2375 2455 161 2294 98350 98312 98284 164 143 106 62 44 internal_count=103579 258 187 71 48 103321 103296 103268 4918 2463 88 2375 2455 161 2294 98350 98312 98284 164 143 106 62 44 cat_boundaries=0 6 7 12 cat_threshold=1073774592 49280 4098 2228264 2147483680 1 1644 0 0 0 131072 2147483680 is_linear=0 shrinkage=0.01 Tree=724 num_leaves=17 num_cat=0 split_feature=3 2 14 8 22 11 16 12 12 6 1 4 11 16 3 26 split_gain=186346 315577 299428 157708 130773 108607 97576.8 124791 209220 94474.8 89945.7 137936 73275.2 58372.5 7751.24 7751.37 threshold=670.0675 194.25275000000002 36.58355000000001 302.94500000000005 550.81750000000011 1429.7025000000001 1373.8950000000002 1040.4400000000003 1362.4500000000003 25.125500000000006 169.65250000000003 60.373250000000006 1085.9700000000003 920.44288200000017 1077.3535000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 10 9 5 6 7 12 -9 -3 11 14 13 -1 15 -2 right_child=1 3 -4 -5 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.00078641328494278521 -0.099451649983723966 -0.75602691025569524 1.0158532188249672 -0.083154397964477531 0.72407768211364743 -0.62197739545788078 -0.68067501068115233 1.0001419281959534 -0.25024378780437551 -1.6250526133450596 -0.81364320755004882 0.41290292482118346 0.5316016414761543 -0.4479240556253955 -0.40611414682865149 -0.31986968994140624 leaf_weight=103137 27 29 23 20 25 28 21 32 23 22 21 37 26 29 40 39 leaf_count=103137 27 29 23 20 25 28 21 32 23 22 21 37 26 29 40 39 internal_value=0 -0.268171 -0.0526693 -0.835761 0.000915414 0.000740392 0.000909235 0.00104787 0.477253 -1.1309 -0.202523 -0.112778 0.000794055 0.000660281 -0.296271 -0.229699 internal_weight=0 258 187 71 103321 103296 103268 103247 55 51 164 143 103192 103166 106 66 internal_count=103579 258 187 71 103321 103296 103268 103247 55 51 164 143 103192 103166 106 66 is_linear=0 shrinkage=0.01 Tree=725 num_leaves=28 num_cat=7 split_feature=3 15 24 2 2 7 26 16 25 24 25 24 24 11 7 25 4 2 4 3 14 7 3 26 4 26 2 split_gain=241629 185275 205075 270959 148138 1.17554e+06 198204 174764 167028 572855 326206 743990 220598 153011 142167 345743 140998 116531 135982 105114 91006 71935.7 45992.3 24762.4 10279.4 5926.73 921.335 threshold=670.0675 1.337 0 207.31054000000003 873.74500000000012 326.45950000000005 2022.5000000000002 1079.5035000000003 1 2 3 4 5 671.11374000000012 136.29250000000002 6 264.75500000000005 381.19000000000005 60.373250000000006 64.410500000000013 766.49265000000003 25.506607500000005 1439.8675000000001 2022.5000000000002 8.3370000000000015 2022.5000000000002 1432.0500000000002 decision_type=2 2 1 2 2 2 2 2 9 1 9 1 1 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 22 7 6 19 8 9 23 11 -11 -12 14 20 -16 21 18 25 -6 -10 -15 24 -1 -2 -4 -8 right_child=1 -3 17 -5 5 -7 26 -9 13 10 12 -13 -14 16 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.88626604416791122 -0.19376301472003643 -0.98236246653965542 -0.41789882950160817 -1.3967189887717919 0.59818341924789109 2.5712613878250123 -0.41227572231581716 -0.6871270669473184 -0.00176487333995759 0.91715329235633913 0.19034802423674485 -0.16143807589649581 -0.28220915768698723 -0.040548796542485555 0.27301162960001985 -0.023478152145149644 -1.1209127540588379 0.79045380092802509 0.54612004484449117 -0.26738823461532596 -0.41625240122372248 -0.62703682102006053 -0.62366263596907912 0.62105617627705612 0.080657896427881154 -0.21734002229644031 -0.49026552064078199 leaf_weight=68 39 35 23 27 47 20 33 37 100487 103 135 146 318 75 632 1018 20 21 28 20 53 29 23 73 21 41 28 leaf_count=68 39 35 23 27 47 20 33 37 100487 103 135 146 318 75 632 1018 20 21 28 20 53 29 23 73 21 41 28 internal_value=0 -0.305942 -0.199777 -0.482655 0.000470429 0.316619 -0.0356694 1.70123e-05 0.000263475 0.139617 0.0189464 0.302911 -0.140311 -0.000898262 -0.000472358 0.0915987 -0.351964 0.108685 -0.0351223 0.339804 -0.00198337 -0.204089 -0.24346 0.699359 -0.0977157 -0.289416 -0.448074 internal_weight=0 258 223 110 103342 148 128 103194 103157 843 702 249 453 102314 102190 1650 124 113 92 67 100540 104 83 141 60 64 61 internal_count=103600 258 223 110 103342 148 128 103194 103157 843 702 249 453 102314 102190 1650 124 113 92 67 100540 104 83 141 60 64 61 cat_boundaries=0 1 6 7 12 13 14 19 cat_threshold=1712 1073741824 536870912 4096 131360 2147483680 66 1073741824 0 0 0 2147483648 2316 3073 1164292 147488 8 0 8260 is_linear=0 shrinkage=0.01 Tree=726 num_leaves=25 num_cat=0 split_feature=3 5 5 2 7 26 1 16 1 5 4 6 5 10 17 10 8 17 7 1 11 3 1 2 split_gain=236822 188983 227764 145189 1.15215e+06 194260 182608 171287 151760 455770 171848 156704 153013 603199 327300 150961 129904 123807 157479 117235 77320.2 53420.8 34752 903.001 threshold=670.0675 606.07650000000001 339.03750000000008 873.74500000000012 326.45950000000005 2022.5000000000002 55.204000000000015 1079.5035000000003 670.0675 271.24120000000005 114.45750000000002 108.01500000000001 418.34600000000006 483.25025000000005 166.57675000000003 617.48075000000006 24.233250000000005 0.51500000000000012 4.4150000000000009 470.21364 13.151500000000002 1439.8675000000001 85.820000000000022 1432.0500000000002 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=3 2 17 7 5 6 -5 8 12 10 20 -12 15 14 -14 19 -17 18 21 -1 -10 22 -2 -7 right_child=1 -3 -4 4 -6 23 -8 -9 9 -11 11 -13 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=6.0107267469800911e-05 -0.19040079947521812 -1.0945179381193939 0.75747517065568404 0.73918587502979094 2.5455487365722655 -0.4081529464143695 -0.34026476821899415 -0.68025580225764093 -0.15518058269796237 -1.451778915779931 1.0908782586597261 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num_leaves=26 num_cat=6 split_feature=3 5 5 2 12 16 25 24 25 24 24 1 5 4 5 24 17 26 1 10 4 6 1 26 2 split_gain=232109 185222 223232 142300 1.04238e+06 167878 164030 561247 320068 730432 216431 162009 434086 179564 165452 623453 121343 114357 192768 114039 82750.3 65066.1 72286.4 24253.8 599.739 threshold=670.0675 606.07650000000001 339.03750000000008 873.74500000000012 86.455000000000027 1079.5035000000003 0 1 2 3 4 670.0675 271.24120000000005 114.45750000000002 418.34600000000006 5 0.51500000000000012 2022.5000000000002 55.204000000000015 617.48075000000006 214.30459450000004 54.379500000000007 2.4436500000000003 2022.5000000000002 1432.0500000000002 decision_type=2 2 2 2 2 2 9 1 9 1 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=3 2 16 5 17 6 7 23 9 -9 -10 14 13 -13 19 -16 20 18 -5 -8 21 22 -2 -1 -19 right_child=1 -3 -4 4 -6 -7 11 8 10 -11 -12 12 -14 -15 15 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.87739698662477383 -0.37257014710076003 -1.0835727522108289 0.74990036054091025 0.65566441580306656 2.3741504932585218 -0.67345323717271954 -0.00076104785296596798 0.90881110813765409 0.18866950192944756 -0.15991200659901669 -0.27939408386627312 -0.26860054610480727 -1.43726112978799 0.48267440260910405 0.56442299013292152 -0.17788755638222409 -1.0498215532302857 -0.38920027978079658 -0.42241271902013711 -0.28535020181169429 0.20064267714818318 -0.79884757766723635 0.18842584419250488 0.61492462419483762 -0.32256974502043295 leaf_weight=68 98 27 22 43 21 37 101524 103 135 146 318 142 28 41 214 224 20 35 27 141 36 25 30 73 22 leaf_count=68 98 27 22 43 21 37 101524 103 135 146 318 142 28 41 214 224 20 35 27 141 36 25 30 73 22 internal_value=0 -0.299854 -0.20825 0.000461943 0.310318 1.75499e-05 0.000259108 0.138356 0.0189118 0.300191 -0.138843 -0.000892155 -0.277701 -0.100282 -0.000320205 0.193619 -0.309108 -0.0309458 0.239835 -0.00115575 -0.230726 -0.332224 -0.241087 0.692401 -0.363483 internal_weight=0 258 231 103342 148 103194 103157 843 702 249 453 102314 211 183 102103 438 209 127 70 101665 189 153 128 141 57 internal_count=103600 258 231 103342 148 103194 103157 843 702 249 453 102314 211 183 102103 438 209 127 70 101665 189 153 128 141 57 cat_boundaries=0 5 6 11 12 13 14 cat_threshold=1073741824 536870912 4096 131360 2147483680 66 1073741824 0 0 0 2147483648 2316 3073 3650 is_linear=0 shrinkage=0.01 Tree=728 num_leaves=35 num_cat=7 split_feature=3 5 15 5 1 7 17 25 7 26 6 8 14 25 24 25 24 24 3 2 13 11 1 5 12 25 3 14 1 1 3 26 14 14 split_gain=227492 181536 283377 299393 160351 141378 854399 286103 351172 733646 230070 199434 160357 186003 468950 342115 531506 206995 146922 141491 112024 102203 95357.9 201947 102866 102854 65451.5 64309.6 50019.1 104957 48747.1 27324.1 26032.1 1.48751 threshold=670.0675 606.07650000000001 1.337 65.306500000000014 130.14450000000002 136.29250000000002 439.37528000000003 0 158.33975000000001 2022.5000000000002 769.5200000000001 522.5150000000001 766.49265000000003 1 2 3 4 5 334.76100000000002 176.76250000000002 0.7642150000000002 166.70600000000002 670.0675 174.00500000000002 1040.4400000000003 6 4.5710000000000006 220.08500000000004 169.65250000000003 10.310500000000003 1439.8675000000001 2022.5000000000002 1358.5175000000004 873.74500000000012 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 9 1 9 1 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=5 2 3 28 -5 12 7 8 9 -7 18 19 13 14 31 17 -17 -16 -10 27 -11 -21 24 26 25 -15 -24 -9 29 30 -2 -1 33 -14 right_child=1 -3 -4 4 -6 6 -8 11 10 20 -12 -13 32 22 15 16 -18 -19 -20 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 leaf_value=0.82964208112444204 -0.19808459464083897 -1.0727370392834699 -1.1127635981241861 1.3281185455322264 0.090935203378850762 2.5100469682216646 1.6144116232130261 -0.018385608162415815 0.12598337733051151 0.63435783127258571 -0.86102739724245936 0.65415199131537705 -0.61490138190984722 -0.028906049968450795 -0.46114224127360748 0.8001603408205894 -0.072290493305018869 0.008384874774136953 0.64500503055384895 -0.25117630888458709 -0.33847984838485717 -1.0060232194264729 -0.18938196294889675 -1.0471402889031629 0.54045234641858508 0.0020010196689389062 0.3527890184190538 -0.43872796146493209 -0.7118194389343262 0.47132221412658692 -0.67648717505591249 0.55580414539889289 -0.18340746021270754 -0.61133064981017793 leaf_weight=70 89 27 30 20 22 20 36 863 515 29 22 39 20 12254 130 114 163 293 61 71 20 24 127 26 35 88221 27 38 22 20 28 76 20 28 leaf_count=70 89 27 30 20 22 20 36 863 515 29 22 39 20 12254 130 114 163 293 61 71 20 24 127 26 35 88221 27 38 22 20 28 76 20 28 internal_value=0 -0.296855 -0.206168 -0.0708548 0.68007 0.000458334 0.0898884 0.0576423 0.2173 0.896054 0.142616 -0.0468943 -0.00107142 -0.000746311 0.14604 0.0347807 0.302138 -0.143232 0.180949 -0.0748158 0.237281 -0.441874 -0.00199392 -0.231955 -0.00158229 -0.00177111 -0.094326 -0.0361137 -0.269212 -0.198137 -0.312574 0.643052 -0.486521 -0.612818 internal_weight=0 258 231 201 42 103342 1738 1702 667 69 598 1035 101604 101536 846 700 277 423 576 996 49 95 100690 180 100510 100475 154 901 159 137 117 146 68 48 internal_count=103600 258 231 201 42 103342 1738 1702 667 69 598 1035 101604 101536 846 700 277 423 576 996 49 95 100690 180 100510 100475 154 901 159 137 117 146 68 48 cat_boundaries=0 5 10 11 16 17 18 24 cat_threshold=1164292 148000 8 0 8196 1073741824 536870912 4096 134349088 2147483680 66 0 536870912 0 131360 32 2316 28 739246146 134440960 575930378 35667977 3674112 568 is_linear=0 shrinkage=0.01 Tree=729 num_leaves=30 num_cat=1 split_feature=3 5 5 2 7 26 1 1 5 25 5 3 11 0 2 17 7 10 4 1 10 1 7 7 1 3 1 0 2 split_gain=222965 177923 217882 139251 1.11837e+06 190045 174904 147029 433569 145567 145649 453500 250546 144715 121684 117953 153374 111926 136356 115823 97956.9 102746 104428 76465.5 71357.6 51277.6 34153.5 10840.3 1041.99 threshold=670.0675 606.07650000000001 339.03750000000008 873.74500000000012 326.45950000000005 2022.5000000000002 55.204000000000015 670.0675 271.24120000000005 0 418.34600000000006 471.50829000000004 2.0917200000000009 51.78475000000001 74.884000000000015 0.51500000000000012 4.4150000000000009 617.48075000000006 159.54960000000003 470.21364 10.565000000000003 5.0070000000000006 5.0070000000000006 2.0675000000000003 1083.8250000000003 1439.8675000000001 85.820000000000022 354.51980000000003 1432.0500000000002 decision_type=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 2 2 left_child=3 2 15 7 5 6 -5 9 13 20 17 12 -12 23 27 16 25 19 -19 -11 21 22 -1 24 -9 26 -2 -15 -7 right_child=1 -3 -4 4 -6 28 -8 8 -10 10 11 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.19967112469572473 -0.18471462977559941 -1.0620096492767335 0.74249502572146331 0.72521451336996889 2.5061049575805665 -0.40239822156501542 -0.33121897811889645 0.043482852963840267 -1.4179160152162826 -0.0013283878473161403 0.24110996546130628 1.5479246087696243 -0.33677853794122231 0.7408971933772166 -0.32759097871326265 -1.0340402650833129 0.35091789967304954 -0.15639968147455169 -1.0477310276031495 0.2591464500817639 -0.45908703821676744 -0.45310668349266053 -0.35932584140130452 -0.78580182790756226 -0.45708226106604749 -0.70918770874247827 -0.61418455953183382 0.42566820907592773 -0.48533751147133963 leaf_weight=740 95 27 22 42 20 33 25 68 28 101378 320 23 98 24 21 20 37 121 20 171 27 27 35 24 49 34 23 20 28 leaf_count=740 95 27 22 42 20 33 25 68 28 101378 320 23 98 24 21 20 37 121 20 171 27 27 35 24 49 34 23 20 28 internal_value=0 -0.293887 -0.204106 0.000453991 0.306973 -0.0366411 0.331023 1.43837e-05 -0.250366 0.00058343 -0.000494229 0.180846 0.105624 -0.0916697 0.2987 -0.303748 -0.226469 -0.0012807 -0.28283 -0.00088977 0.131765 0.1533 0.174426 -0.271627 -0.166156 -0.367017 -0.268425 0.597611 -0.440469 internal_weight=0 258 231 103342 148 128 67 103194 234 102960 102131 441 418 206 65 209 189 101690 141 101549 829 802 775 141 117 152 118 44 61 internal_count=103600 258 231 103342 148 128 67 103194 234 102960 102131 441 418 206 65 209 189 101690 141 101549 829 802 775 141 117 152 118 44 61 cat_boundaries=0 5 cat_threshold=1073741824 536870912 4096 131360 2147483680 is_linear=0 shrinkage=0.01 Tree=730 num_leaves=13 num_cat=2 split_feature=22 22 16 11 6 0 5 26 25 24 1 22 split_gain=134652 411296 129793 122572 86716.1 206115 236282 208273 103620 922203 106298 53492.2 threshold=592.37750000000005 341.75500000000005 1079.5035000000003 1429.7025000000001 372.84853050000009 468.26850000000007 156.17100000000002 2022.5000000000002 0 1 242.38250000000002 465.57500000000005 decision_type=2 2 2 2 2 2 2 2 9 1 2 2 left_child=1 2 3 4 8 6 -6 -7 9 -1 -10 -3 right_child=-2 11 -4 -5 5 7 -8 -9 10 -11 -12 -13 leaf_value=0.88633860299647871 -0.76405346460964374 0.60290233702886675 0.58508953746996428 -0.6859719469226323 -0.19135439043406582 0.18164035606384279 0.28329682906468706 -1.0535611495306325 -0.00022121003951848146 -0.22149361144239305 0.097649096113209627 1.3009709942859151 leaf_weight=108 23 21 38 26 366 20 147 43 101625 201 1122 23 leaf_count=108 23 21 38 26 366 20 147 43 101625 201 1122 23 internal_value=0 0.00117462 0.000764459 0.000550251 0.000722491 -0.121634 -0.0553432 -0.661434 0.00140637 0.181357 0.000847454 0.967802 internal_weight=0 103740 103696 103658 103632 576 513 63 103056 309 102747 44 internal_count=103763 103740 103696 103658 103632 576 513 63 103056 309 102747 44 cat_boundaries=0 5 6 cat_threshold=0 0 4096 134348808 2147483680 1604 is_linear=0 shrinkage=0.01 Tree=731 num_leaves=12 num_cat=0 split_feature=22 22 16 11 16 6 11 15 1 4 22 split_gain=131973 403111 127210 120133 85629.6 187178 129002 121916 100698 91196.9 52427.7 threshold=592.37750000000005 341.75500000000005 1079.5035000000003 1429.7025000000001 112.89350000000002 372.84853050000009 1085.9700000000003 1079.5035000000003 242.38250000000002 341.416 465.57500000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 9 7 -1 -7 -6 -3 right_child=-2 10 -4 -5 5 8 -8 -9 -10 -11 -12 leaf_value=0.001597473410972348 -0.75641292448924935 0.59687330927167626 0.57923867702484133 -0.67911223249939767 -0.080815155264521085 -0.34481173312664032 0.73465155700842544 -0.65835142254829404 -1.2138536334037782 0.38123539875613321 1.2879612707055135 leaf_weight=102633 23 21 38 26 842 40 24 28 20 45 23 leaf_count=102633 23 21 38 26 842 40 24 28 20 45 23 internal_value=0 0.00116351 0.000757456 0.00054539 0.000715908 -0.0939391 0.00158885 0.00141748 -0.634492 -0.057374 0.958124 internal_weight=0 103740 103696 103658 103632 947 102685 102661 60 887 44 internal_count=103763 103740 103696 103658 103632 947 102685 102661 60 887 44 is_linear=0 shrinkage=0.01 Tree=732 num_leaves=15 num_cat=1 split_feature=22 22 11 11 14 6 10 13 3 6 4 25 22 26 split_gain=129347 395089 117816 108297 205040 364412 127135 113851 108886 97891.9 190200 107665 51384.4 7783.81 threshold=592.37750000000005 341.75500000000005 1429.7025000000001 362.00600000000003 243.40690000000004 303.53610000000003 400.0485000000001 332.25000000000006 1439.8675000000001 372.84853050000009 678.11800000000005 0 465.57500000000005 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 3 8 5 7 -6 -5 9 11 -11 -1 -3 -10 right_child=-2 12 -4 4 6 -7 -8 -9 13 10 -12 -13 -14 -15 leaf_value=0.18897378409508825 -0.74884879425815909 0.59090460186912896 -0.67232109445791977 0.095420701866015104 -0.71209566749059239 1.2131193161838585 0.2014305763244629 0.8422368981621482 0.3257768802642822 -0.094732746727043585 -1.0062410283088685 0.00019312727775470785 1.2750817033518915 0.58407594612666536 leaf_weight=293 23 21 26 283 39 36 25 22 20 496 24 102404 23 28 leaf_count=293 23 21 26 283 39 36 25 22 20 496 24 102404 23 28 internal_value=0 0.00115188 0.000749881 0.000918685 0.164122 0.2616 -0.355249 0.149289 0.000278608 5.71686e-05 -0.136802 0.000750148 0.948543 0.476451 internal_weight=0 103740 103696 103670 405 341 64 305 103265 103217 520 102697 44 48 internal_count=103763 103740 103696 103670 405 341 64 305 103265 103217 520 102697 44 48 cat_boundaries=0 5 cat_threshold=0 0 4096 131080 2147483680 is_linear=0 shrinkage=0.01 Tree=733 num_leaves=19 num_cat=2 split_feature=16 11 8 4 4 6 9 6 24 2 0 8 6 1 11 24 0 8 split_gain=124206 108060 98571 310767 161141 288066 179953 216406 141086 226879 199058 138271 121082 115204 94465.7 230166 143883 8996.38 threshold=1079.5035000000003 1429.7025000000001 796.15000000000009 228.79300000000003 522.5150000000001 153.80500000000004 448.92950000000002 522.5150000000001 0 188.74200000000002 106.88450000000002 1449.0631000000001 1424.6500000000003 45.363300000000002 362.00600000000003 1 1077.3535000000002 901.21050000000014 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 left_child=1 2 4 11 12 8 7 -7 9 -6 -10 13 14 17 16 -16 -1 -4 right_child=-2 -3 3 -5 5 6 -8 -9 10 -11 -12 -13 -14 -15 15 -17 -18 -19 leaf_value=0.00059047053848650176 0.57258663277877009 0.63331522712001098 -0.22616026134490966 0.65953176593780516 0.0069227285318904453 -0.79946688464054694 -1.4707675829800693 0.3654632170304008 -0.066036204944445384 1.1011875065167744 -0.95982647365139373 -1.0180706458933213 0.5815686904059516 -0.93664240455627434 0.53700686452663049 -0.0089013269543647775 0.38200434988195248 0.01139362476088784 leaf_weight=102686 38 27 25 30 90 52 22 23 127 24 31 34 36 20 103 252 99 44 leaf_count=102686 38 27 25 30 90 52 22 23 127 24 31 34 36 20 103 252 99 44 internal_value=0 0.000766546 0.000601848 -0.253033 0.000976623 -0.207624 -0.6755 -0.442222 -0.0407709 0.218158 -0.227031 -0.475609 0.00172266 -0.268377 0.00152027 0.164365 0.000957839 -0.0746766 internal_weight=0 103725 103698 153 103545 369 97 75 272 114 158 123 103176 89 103140 355 102785 69 internal_count=103763 103725 103698 153 103545 369 97 75 272 114 158 123 103176 89 103140 355 102785 69 cat_boundaries=0 1 2 cat_threshold=1204 643 is_linear=0 shrinkage=0.01 Tree=734 num_leaves=12 num_cat=0 split_feature=22 22 16 11 16 0 0 11 15 15 22 split_gain=126605 387095 121835 117601 83823.1 253978 172147 125422 119262 69167.7 50314.3 threshold=592.37750000000005 341.75500000000005 1079.5035000000003 1429.7025000000001 112.89350000000002 367.42525000000006 285.35875000000004 1085.9700000000003 1079.5035000000003 111.361 465.57500000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 8 -1 -7 -3 right_child=-2 10 -4 -5 5 9 -8 -9 -10 -11 -12 leaf_value=0.0015671803730979235 -0.74087778951810745 0.58499414671035044 0.56686079753072638 -0.67193103941587295 -0.072237709565356079 -1.0794397263691342 0.86613662242889411 0.72437826633453373 -0.65116052874496999 -0.38877446207506905 1.2620092541238537 leaf_weight=102633 23 21 38 26 869 29 20 24 28 29 23 leaf_count=102633 23 21 38 26 869 29 20 24 28 29 23 internal_value=0 0.00113118 0.000733273 0.000525736 0.000694447 -0.0929568 -0.0511269 0.00155813 0.00138915 -0.734107 0.938888 internal_weight=0 103740 103696 103658 103632 947 889 102685 102661 58 44 internal_count=103763 103740 103696 103658 103632 947 889 102685 102661 58 44 is_linear=0 shrinkage=0.01 Tree=735 num_leaves=17 num_cat=0 split_feature=18 11 0 2 22 0 1 1 11 10 5 10 7 22 10 0 split_gain=186278 198877 138805 392698 121207 96297.7 166602 120236 90395.6 87415.2 274684 120389 121713 87278.7 30165 7065.38 threshold=756.12500000000011 1429.7025000000001 883.10000000000014 381.19000000000005 465.57500000000005 1077.3535000000002 13.903 7.7340000000000009 145.75200000000004 897.08550000000014 65.306500000000014 553.80150000000015 181.59500000000003 272.88500000000005 1439.8675000000001 1438.4900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 9 7 15 -4 -2 11 14 13 -13 -1 -11 -7 right_child=8 -3 3 -5 -6 6 -8 -9 -10 10 -12 12 -14 -15 -16 -17 leaf_value=0.0013676906847563939 -0.26750616747181161 0.91215117931365963 -0.65734434327771585 1.4169049640802238 -0.57098722457885742 0.63776083646501813 -0.35460722986857102 0.33716007804870607 -1.0889484846024287 0.093277093199166383 1.078311782344695 -0.13163664999215988 -0.88419248778244552 0.49383650620778408 -0.35361132559568986 0.43535688947228829 leaf_weight=102885 37 24 31 26 37 35 30 20 21 44 31 83 29 36 23 34 leaf_count=102885 37 24 31 26 37 35 30 20 21 44 31 83 29 36 23 34 internal_value=0 0.00195206 0.00174068 0.282333 0.001262 0.0856738 0.267531 -0.267343 -0.564925 0.0014673 0.299988 0.00118336 -0.326495 0.00153995 -0.0601324 0.538026 internal_weight=0 103368 103344 176 103168 150 99 51 58 103131 98 103033 112 102921 67 69 internal_count=103426 103368 103344 176 103168 150 99 51 58 103131 98 103033 112 102921 67 69 is_linear=0 shrinkage=0.01 Tree=736 num_leaves=23 num_cat=1 split_feature=18 0 2 12 4 0 1 14 0 2 4 1 2 14 2 6 3 25 26 14 18 17 split_gain=182651 170778 152360 989787 255558 267105 132705 101495 106649 288220 149871 137468 135422 201615 173143 419595 168370 84222.2 60079.5 14612.1 9888.5 6852.33 threshold=527.79000000000008 114.45750000000002 873.74500000000012 164.49524000000002 221.43500000000003 130.34875000000002 7.8769000000000009 1018.0250000000002 883.10000000000014 329.85800000000006 276.21600000000007 2.8222380000000005 537.86000000000013 42.655000000000008 436.65050000000002 242.70250000000001 270.18175000000008 0 2022.5000000000002 1358.5175000000004 1018.0250000000002 4.4150000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=2 20 7 4 5 6 18 8 12 10 11 -10 14 16 17 -16 -14 -1 -4 -9 21 -2 right_child=1 -3 3 -5 -6 -7 -8 19 9 -11 -12 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.026354073581945345 -0.018054463573864529 -1.0823839919907707 0.47740727265675864 2.2803064797141337 -0.98953365499323076 1.1788234064795755 -0.62234863093921111 -0.66589063715367092 0.17581293840517945 1.2937633000249449 0.89153188705444342 -0.55188408526214394 -0.30613079002982863 -1.2084541712999344 0.10820787249630645 1.5219544129371645 0.43243670219030139 0.0043270966032064248 -0.10443733698981149 -0.30469106972217558 -0.35941966533660891 -0.24024986480889113 leaf_weight=9893 35 28 36 22 22 22 28 21 87 23 20 37 148 20 131 25 39 92686 35 24 21 23 leaf_count=9893 35 28 36 22 22 22 28 21 87 23 20 37 148 20 131 25 39 92686 35 24 21 23 internal_value=0 -0.411329 0.00204548 0.305677 0.00188789 0.182146 -0.0393374 0.0015598 0.00176702 0.254271 0.0882406 -0.0413225 0.00135739 -0.254161 0.00187224 0.33477 -0.152098 0.00136597 0.190582 -0.473251 -0.173487 -0.106166 internal_weight=0 107 103319 165 143 121 99 103154 103109 167 144 124 102942 207 102735 156 187 102579 71 45 79 58 internal_count=103426 107 103319 165 143 121 99 103154 103109 167 144 124 102942 207 102735 156 187 102579 71 45 79 58 cat_boundaries=0 6 cat_threshold=672139344 8456322 4456962 335595656 10881072 304 is_linear=0 shrinkage=0.01 Tree=737 num_leaves=20 num_cat=1 split_feature=18 2 12 4 0 1 14 0 1 25 1 14 4 0 6 26 14 0 4 split_gain=179777 149439 970090 250473 261789 130065 99427.8 100285 234433 95879.5 178122 170270 157932 190844 78674.2 58883.9 14321.3 3476.11 2004.96 threshold=756.12500000000011 873.74500000000012 164.49524000000002 221.43500000000003 130.34875000000002 7.8769000000000009 1018.0250000000002 1077.3535000000002 13.903 0 1449.0631000000001 650.34950000000015 1086.5100000000002 883.10000000000014 13.029000000000002 2022.5000000000002 1358.5175000000004 1438.4900000000002 1468.3681000000001 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 6 3 4 5 15 7 9 17 10 11 -1 13 -11 -2 -3 -8 -9 -14 right_child=14 2 -4 -5 -6 -7 16 8 -10 12 -12 -13 18 -15 -16 -17 -18 -19 -20 leaf_value=0.020957572145410681 -0.2877903977899175 0.47263315306769477 2.2575033751401032 -0.97963830167596999 1.1670351487940007 -0.61612512401172093 -0.65923173297019233 0.56556012952649914 -0.33491389073823624 -0.0029486588532854712 0.92264309666373512 0.83084648902599623 0.51355677286783852 -0.84381165133582214 -1.0626507272720338 -0.10339296415873937 -0.30164416333039601 0.70358455644713502 0.64383796578361885 leaf_weight=16416 38 36 22 22 22 28 21 37 38 86508 22 26 27 27 20 35 24 36 21 leaf_count=16416 38 36 22 22 22 28 21 37 38 86508 22 26 27 27 20 35 24 36 21 internal_value=0 0.00191392 0.30262 0.001869 0.180325 -0.0389441 0.00143315 0.00163816 0.302054 0.00131455 0.0234272 0.0222383 -0.0028926 -0.00321102 -0.554984 0.188677 -0.468518 0.633627 0.570555 internal_weight=0 103368 165 143 121 99 103203 103158 111 103047 16464 16442 86583 86535 58 71 45 73 48 internal_count=103426 103368 165 143 121 99 103203 103158 111 103047 16464 16442 86583 86535 58 71 45 73 48 cat_boundaries=0 6 cat_threshold=1073791872 131072 594104 135405856 2283283458 6784 is_linear=0 shrinkage=0.01 Tree=738 num_leaves=19 num_cat=1 split_feature=18 22 0 0 8 10 1 17 10 3 8 10 7 25 0 13 18 17 split_gain=176446 235474 166729 138068 280943 287434 145928 83408.9 93823.3 320501 118895 114565 121003 94601 74747.6 13144.8 9456.09 6685.46 threshold=527.79000000000008 550.81750000000011 114.45750000000002 883.10000000000014 361.43000000000006 6.0237500000000006 28.693750000000005 878.30250000000012 897.08550000000014 205.81150000000002 2.5075000000000003 553.80150000000015 228.51250000000002 0 1077.3535000000002 25.687112000000003 1018.0250000000002 4.4150000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 3 16 7 5 6 14 8 11 10 -10 13 -13 -1 -5 -9 17 -2 right_child=2 -3 -4 4 -6 -7 -8 15 9 -11 -12 12 -14 -15 -16 -17 -18 -19 leaf_value=0.024025786329285904 -0.016415953159332274 1.0364661953665995 -1.0673397285597666 0.085690579584666665 1.3982504863739014 -0.9488078212738037 -0.21363626938117178 -0.27598257313603941 0.25651985309742115 1.4059143048241027 -0.63024071755863376 -0.13107029032192113 -0.90408190268057365 -0.0025450267246365662 0.7009297452044132 -0.6265184752941132 -0.35110266299474807 -0.23588919797669289 leaf_weight=15827 35 22 28 28 20 21 38 23 54 21 21 81 27 87049 67 20 21 23 leaf_count=15827 35 22 28 28 20 21 38 23 54 21 21 81 27 87049 67 20 21 23 internal_value=0 0.00200593 -0.404287 0.00178562 0.283238 0.138432 0.310101 0.00131072 0.0014944 0.313971 0.00822689 0.00120312 -0.324323 0.00154486 0.519596 -0.439023 -0.169281 -0.103448 internal_weight=0 103319 107 103297 174 154 133 103123 103080 96 75 102984 108 102876 95 43 79 58 internal_count=103426 103319 107 103297 174 154 133 103123 103080 96 75 102984 108 102876 95 43 79 58 cat_boundaries=0 6 cat_threshold=1073775488 262272 594104 135471392 2283283458 6784 is_linear=0 shrinkage=0.01 Tree=739 num_leaves=20 num_cat=2 split_feature=11 22 0 2 3 2 24 2 4 4 2 6 12 3 22 25 1 0 1 split_gain=159769 169382 110716 368410 121058 106879 330862 481337 256589 310860 153331 423016 274409 140215 85645.5 84990.8 72335.1 179899 14149.1 threshold=1429.7025000000001 465.57500000000005 883.10000000000014 466.65428000000003 383.96180000000004 537.86000000000013 0 1054.5000000000002 392.81250000000006 173.30025000000003 436.65050000000002 242.70250000000001 2.2555000000000005 81.576225000000008 272.88500000000005 1 7.8769000000000009 1077.3535000000002 273.37500000000006 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 2 5 4 16 10 7 13 9 -8 14 12 -12 -7 15 -1 17 -4 -18 right_child=-2 -3 3 -5 -6 6 8 -9 -10 -11 11 -13 -14 -15 -16 -17 18 -19 -20 leaf_value=-0.029793997648337185 0.78536827509219831 -0.65752730345114685 -0.49601862845882294 1.4622591417486017 0.74983988412048508 -0.41726914237374846 -0.38003178672941157 1.481218398058856 -1.181494100744074 0.69338596497812577 0.28543734766542911 1.5065383993148806 -0.9602429008483887 0.4905466019665754 0.48899304972754587 0.0038289707772009626 -0.19561718986147927 0.44214625279108682 -0.56270510083153136 leaf_weight=8158 26 39 31 22 23 46 208 27 33 31 112 25 21 27 36 94459 21 60 21 leaf_count=8158 26 39 31 22 23 46 208 27 33 31 112 25 21 27 36 94459 21 60 21 internal_value=0 0.00137268 0.00162129 0.250806 0.0799599 0.00119143 -0.168005 0.309484 -0.342344 -0.240802 0.00180363 0.313084 0.088751 -0.0815017 0.00132451 0.00115343 -0.035884 0.122552 -0.379161 internal_weight=0 103400 103361 178 156 103183 372 100 272 239 102811 158 133 73 102653 102617 133 91 42 internal_count=103426 103400 103361 178 156 103183 372 100 272 239 102811 158 133 73 102653 102617 133 91 42 cat_boundaries=0 1 7 cat_threshold=1061 672139344 8390786 4457986 335595656 10881072 304 is_linear=0 shrinkage=0.01 Tree=740 num_leaves=14 num_cat=1 split_feature=25 6 3 12 5 22 5 6 8 0 0 5 4 split_gain=333167 189130 203682 125526 507807 226994 153321 643637 141795 376465 128268 65308.5 44608.5 threshold=0 1424.6500000000003 1439.8675000000001 521.05947000000003 518.47500000000002 550.81750000000011 1062.3775000000003 80.115250000000017 5.9884000000000013 10.050250000000004 1438.4900000000002 3.2737500000000006 6.658744500000001 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 5 8 6 10 -8 9 -5 -2 -10 -4 right_child=1 -3 12 4 -6 -7 7 -9 11 -11 -12 -13 -14 leaf_value=-0.48195101128684154 -0.00044160508730991827 -0.67966124767210434 0.90856607573372983 -0.12456878026270055 -1.4248182101788061 1.0155379503423518 -0.050657477699108978 1.9935625216960906 -0.68977293607166834 1.2659932563781739 -0.48794432595924092 -0.12174537404129902 0.29021490812301637 leaf_weight=134 102785 41 28 88 31 22 67 20 35 25 54 48 20 leaf_count=134 102785 41 28 88 31 22 67 20 35 25 54 48 20 internal_value=0 -0.000610122 -0.000340463 -0.000643448 -0.235539 -0.000125504 -0.000342597 0.419278 -0.047439 0.183078 -0.000697589 -0.361275 0.65092 internal_weight=0 103264 103223 103175 227 102948 102926 87 196 113 102839 83 48 internal_count=103398 103264 103223 103175 227 102948 102926 87 196 113 102839 83 48 cat_boundaries=0 5 cat_threshold=0 0 0 0 2147483680 is_linear=0 shrinkage=0.01 Tree=741 num_leaves=17 num_cat=2 split_feature=25 26 6 12 2 22 1 6 5 6 1 25 9 0 0 5 split_gain=326996 205928 185367 113252 560144 222353 156113 140304 134936 592452 141781 582433 152697 70801.3 49404.1 46217 threshold=0 2022.5000000000002 1424.6500000000003 521.05947000000003 436.65050000000002 550.81750000000011 334.96500000000003 54.379500000000007 1062.3775000000003 127.79540000000001 205.81150000000002 1 361.71125000000001 29.566000000000003 10.050250000000004 1424.6500000000003 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 -1 3 5 6 8 7 13 10 15 12 -12 -2 -5 -9 -10 right_child=2 -3 -4 4 -6 -7 -8 14 9 -11 11 -13 -14 -15 -16 -17 leaf_value=-0.93554790250716668 -0.0010765312700226366 -0.14932169119517008 -0.67286462388387536 -0.20319404684150449 -1.547582711492266 1.005382532639937 0.6274800024032593 0.0044207725070771718 -0.29942160513665939 1.9043076113462447 0.25154782592474506 -0.1548554456680494 -0.20739432024376261 -0.79588555526733407 0.69036215804872059 0.22288916781544685 leaf_weight=62 101048 72 41 104 28 22 30 21 36 20 912 564 360 25 21 32 leaf_count=62 101048 72 41 104 28 22 30 21 36 20 912 564 360 25 21 32 internal_value=0 -0.477466 -0.000604021 -0.000337058 -0.222475 0.00015685 -0.037883 -0.154613 -5.79166e-05 0.391357 -0.000392707 0.0969106 -0.00180896 -0.318057 0.347391 -0.0536283 internal_weight=0 134 103264 103223 229 102994 201 171 102972 88 102884 1476 101408 129 42 68 internal_count=103398 134 103264 103223 229 102994 201 171 102972 88 102884 1476 101408 129 42 68 cat_boundaries=0 5 11 cat_threshold=0 0 0 0 2147483680 1081344 536887296 8389224 33554434 536870980 1024 is_linear=0 shrinkage=0.01 Tree=742 num_leaves=18 num_cat=2 split_feature=6 3 12 2 22 4 6 24 24 6 8 9 18 8 2 13 4 split_gain=193314 141405 127087 535540 218307 125884 474228 371828 207579 178943 119137 188337 118490 106896 59362.5 54282.4 19905.5 threshold=1424.6500000000003 1439.8675000000001 521.05947000000003 436.65050000000002 550.81750000000011 194.61300000000003 78.344250000000002 0 1 396.21550000000008 199.56750000000002 181.63000000000002 887.50750000000005 302.94500000000005 66.670500000000018 104.84950000000002 6.658744500000001 decision_type=2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 left_child=1 2 4 10 5 9 8 -8 -7 12 11 14 -1 -11 -4 -12 -3 right_child=-2 16 3 -5 -6 6 7 -9 -10 13 15 -13 -14 -15 -16 -17 -18 leaf_value=-0.0016093157230920288 -0.6716147194352261 0.69360615030924477 -0.16665569521688128 -1.5321068620681764 0.99532871246337895 0.31772862395373258 -0.055891001685973142 0.65866662304680634 -0.067664567964473496 -0.17393640005528557 -0.16009307063144185 0.87086603364646442 0.64900126746722631 -0.79796761057774224 0.42519903182983398 -0.84713057020436167 0.28632313013076782 leaf_weight=101287 43 30 111 28 22 155 114 212 904 323 23 25 28 30 20 23 20 leaf_count=101287 43 30 111 28 22 155 114 212 904 323 23 25 28 30 20 23 20 internal_value=0 -0.000976579 -0.00123391 -0.236036 -0.000709975 -0.000922612 0.0937713 0.427281 -0.00889537 -0.00221261 -0.0563826 0.0754926 -0.00142951 -0.22697 -0.0762962 -0.503612 0.530693 internal_weight=0 103355 103305 230 103075 103053 1385 326 1059 101668 202 156 101315 353 131 46 50 internal_count=103398 103355 103305 230 103075 103053 1385 326 1059 101668 202 156 101315 353 131 46 50 cat_boundaries=0 1 2 cat_threshold=1177 144 is_linear=0 shrinkage=0.01 Tree=743 num_leaves=15 num_cat=3 split_feature=25 26 6 11 12 2 1 5 6 1 25 25 9 5 split_gain=320593 201960 178037 111733 109818 487342 183537 133254 631630 119622 544543 138257 106413 49222.9 threshold=0 2022.5000000000002 1424.6500000000003 1429.7025000000001 545.35800000000017 436.65050000000002 334.96500000000003 1062.3775000000003 149.75950000000003 205.81150000000002 1 2 199.13250000000002 1424.6500000000003 decision_type=9 2 2 2 2 2 2 2 2 2 9 9 2 2 left_child=1 -1 3 4 7 6 12 9 13 11 -11 -2 -6 -9 right_child=2 -3 -4 -5 5 -7 -8 8 -10 10 -12 -13 -14 -15 leaf_value=-0.92639554546725367 -0.068455868939420003 -0.14777984009848702 -0.65941983850990848 0.60986905918021994 -0.053947355833191137 -1.511704975274893 0.69787291833332599 -0.31521308654063457 1.951481252670288 0.23334028006731711 -0.1620810424095899 0.00035737353547738674 -0.74023913996560242 0.22037669226527215 leaf_weight=62 2999 72 41 30 117 26 28 37 20 938 543 98425 28 32 leaf_count=62 2999 72 41 30 117 26 28 37 20 938 543 98425 28 32 internal_value=0 -0.472755 -0.000584403 -0.000322771 -0.000500165 -0.235188 -0.0433416 -4.67123e-05 0.386728 -0.000381224 0.0888425 -0.00168408 -0.186473 -0.0668236 internal_weight=0 134 103264 103223 103193 199 173 102994 89 102905 1481 101424 145 69 internal_count=103398 134 103264 103223 103193 199 173 102994 89 102905 1481 101424 145 69 cat_boundaries=0 5 11 17 cat_threshold=0 0 0 0 2147483680 1082368 536887296 8389224 33554434 536870980 1024 32768 0 4096 67109122 1049600 1 is_linear=0 shrinkage=0.01 Tree=744 num_leaves=11 num_cat=2 split_feature=25 26 6 3 11 22 25 14 11 4 split_gain=314213 197941 174494 195166 115194 170016 89514.6 250405 162084 43080.7 threshold=0 2022.5000000000002 1424.6500000000003 1439.8675000000001 1429.7025000000001 550.81750000000011 1 766.49265000000003 1085.9700000000003 6.658744500000001 decision_type=9 2 2 2 2 2 9 2 2 2 left_child=1 -1 3 4 5 6 7 -2 -8 -5 right_child=2 -3 -4 9 -6 -7 8 -9 -10 -11 leaf_value=-0.91713158699773967 -0.029670917991586471 -0.1463020266426934 -0.65282563511918223 0.89037690639495848 0.62955005777293238 -0.82535332260131844 0.002463453858724323 0.91718951046466834 0.90279454267024994 0.28270676898956298 leaf_weight=62 11167 72 41 28 29 25 91906 28 20 20 leaf_count=62 11167 72 41 28 29 25 91906 28 20 20 internal_value=0 -0.468027 -0.000578556 -0.000319541 -0.000616124 -0.000793299 -0.000593398 -0.0272783 0.00265905 0.637181 internal_weight=0 134 103264 103223 103175 103146 103121 11195 91926 48 internal_count=103398 134 103264 103223 103175 103146 103121 11195 91926 48 cat_boundaries=0 5 11 cat_threshold=0 0 0 0 2147483680 469794880 201402370 235147264 67125507 15860736 55 is_linear=0 shrinkage=0.01 Tree=745 num_leaves=21 num_cat=1 split_feature=14 14 22 4 2 4 0 4 1 5 8 25 8 26 4 4 11 17 14 14 split_gain=222955 258344 252431 241319 195519 240111 440406 139907 231508 126135 211909 121490 139030 109655 102052 90559.4 87424.2 41056.7 22084.7 503.275 threshold=464.33100000000007 437.65500000000003 524.87500000000011 422.08750000000003 873.74500000000012 341.416 130.34875000000002 1086.5100000000002 38.666250000000005 117.18750000000001 20.949000000000002 0 450.66846000000004 2022.5000000000002 87.012500000000017 1468.3681000000001 671.11374000000012 52.280000000000008 766.49265000000003 540.75000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 4 9 7 6 13 11 15 10 17 12 -1 -6 -11 -9 -13 18 19 -2 right_child=3 -3 -4 -5 5 -7 -8 8 -10 14 -12 16 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.036402784759030214 -0.23178822143511341 1.0181035499572755 1.0977010872250512 -1.1687094997537546 -0.92763087365685437 -1.3286129613356159 0.83579323614797296 -0.25113959572531963 1.3474129827022552 -1.1912962002754213 0.68162050985520894 -0.0021404721082146374 -0.26907857557006232 -0.22994833240509036 -0.18108730995655059 0.48970098437684956 -0.34144412325401058 0.16306839805841444 -0.49986549387601287 -0.16881841635704042 leaf_weight=11160 22 25 21 29 41 22 31 33 20 20 31 91874 151 50 20 33 76 20 44 30 leaf_count=11160 22 25 21 29 41 22 31 33 20 20 31 91874 151 50 20 33 76 20 44 30 internal_value=0 0.00167569 0.0014302 -0.319938 0.00120775 -0.367015 -0.193612 0.00172082 0.404893 -0.18831 -0.0528325 0.00138504 0.0322961 -0.544289 -0.686192 0.119281 -0.00242066 -0.249109 -0.334979 -0.195459 internal_weight=0 103537 103512 216 103491 144 122 103347 86 187 147 103261 11311 91 40 66 91950 116 96 52 internal_count=103753 103537 103512 216 103491 144 122 103347 86 187 147 103261 11311 91 40 66 91950 116 96 52 cat_boundaries=0 6 cat_threshold=1610662144 545439744 524296 71500552 2299085922 640 is_linear=0 shrinkage=0.01 Tree=746 num_leaves=21 num_cat=1 split_feature=14 14 22 4 2 4 0 4 1 25 8 26 3 1 4 10 8 13 14 14 split_gain=218518 253203 247408 236517 191628 235333 431642 137123 226901 119125 136848 107473 89323.8 157512 88757.2 74496.5 72803.5 62313.9 12299.3 2053.51 threshold=464.33100000000007 437.65500000000003 524.87500000000011 422.08750000000003 873.74500000000012 341.416 130.34875000000002 1086.5100000000002 38.666250000000005 0 450.66846000000004 2022.5000000000002 48.83227500000001 47.229000000000006 1468.3681000000001 522.5150000000001 168.94500000000002 245.62500000000003 766.49265000000003 606.07650000000001 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 12 7 6 11 9 14 10 -1 -6 16 -14 -9 -11 17 18 19 -2 right_child=3 -3 -4 -5 5 -7 -8 8 -10 15 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.036754981626461403 -0.14484086439494165 1.0079225301742554 1.0867240951174781 -1.1570223949695457 -0.91835456848144537 -1.3153268319910223 0.82743532426895638 -0.24862820451909845 1.3339388139247894 -0.0026941660581344053 -0.26638778793890744 -0.22764884591102599 0.78213518697282536 -0.37593889484802878 0.48480395692767519 0.21887224857548351 0.22978467078435991 -0.88935674754056071 -0.42346263614567847 -0.27116739294745706 leaf_weight=10797 31 25 21 29 41 22 31 33 20 92161 151 50 23 24 33 152 21 22 44 22 leaf_count=10797 31 25 21 29 41 22 31 33 20 92161 151 50 23 24 33 152 21 22 44 22 internal_value=0 0.00165893 0.0014159 -0.316739 0.00119567 -0.363345 -0.191676 0.00170361 0.400844 0.00137119 0.0325442 -0.538846 -0.186427 0.190778 0.118088 -0.00232909 -0.313061 -0.408857 -0.299877 -0.197278 internal_weight=0 103537 103512 216 103491 144 122 103347 86 103261 10948 91 187 47 66 92313 140 119 97 53 internal_count=103753 103537 103512 216 103491 144 122 103347 86 103261 10948 91 187 47 66 92313 140 119 97 53 cat_boundaries=0 6 cat_threshold=1610662144 545439744 524296 71500552 2164802658 640 is_linear=0 shrinkage=0.01 Tree=747 num_leaves=21 num_cat=1 split_feature=14 14 22 4 2 4 4 4 1 5 8 1 4 4 8 24 12 17 14 14 split_gain=214170 248164 242484 231810 187815 230650 303762 134395 222386 123530 205847 118343 99886.1 86991 79803.8 195400 73751 39937.1 21382 490.61 threshold=464.33100000000007 437.65500000000003 524.87500000000011 422.08750000000003 873.74500000000012 341.416 66.14800000000001 1086.5100000000002 38.666250000000005 117.18750000000001 20.949000000000002 273.37500000000006 87.012500000000017 1468.3681000000001 450.66846000000004 0 374.95650000000006 52.280000000000008 766.49265000000003 540.75000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 2 4 9 7 6 11 14 13 10 17 -6 -11 -9 16 -16 -1 18 19 -2 right_child=3 -3 -4 -5 5 -7 -8 8 -10 12 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 leaf_value=0.0014175933530118146 -0.2272179413383657 0.99784330043792724 1.0758568818228584 -1.1454521840194176 -0.57893348653142052 -1.302173587625677 0.93710490036010741 -0.24614191748879172 1.3205994201898574 -1.1769908865690233 0.67337967303491408 0.27899040317535401 -0.17756055915355681 0.47995589747573392 0.14689227262727259 -0.32564012367997253 0.15896297968974049 0.16257822117209436 -0.49087334737181665 -0.16504549757639567 leaf_weight=102608 22 25 21 29 82 22 20 33 20 20 31 20 20 33 137 218 298 20 44 30 leaf_count=102608 22 25 21 29 82 22 20 33 20 20 31 20 20 33 137 218 298 20 44 30 internal_value=0 0.00164234 0.00140174 -0.313571 0.00118372 -0.359712 -0.189759 0.00168657 0.396835 -0.184563 -0.0504915 -0.410713 -0.677276 0.116907 0.00135748 -0.148318 0.00187382 -0.24394 -0.328631 -0.191349 internal_weight=0 103537 103512 216 103491 144 122 103347 86 187 147 102 40 66 103261 355 102906 116 96 52 internal_count=103753 103537 103512 216 103491 144 122 103347 86 187 147 102 40 66 103261 355 102906 116 96 52 cat_boundaries=0 1 cat_threshold=2563 is_linear=0 shrinkage=0.01 Tree=748 num_leaves=18 num_cat=3 split_feature=14 14 22 7 2 8 9 11 7 25 5 2 25 24 5 14 14 split_gain=209908 243226 237659 219175 184077 229275 158446 173656 159335 120609 95708.8 144876 89194.8 146657 126419 36099.9 1980.66 threshold=464.33100000000007 437.65500000000003 524.87500000000011 477.22500000000008 873.74500000000012 287.60700000000003 346.38000000000005 162.92656050000002 1.3755000000000004 0 130.27000000000001 1432.0500000000002 1 2 388.83500000000009 766.49265000000003 606.07650000000001 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 9 1 2 2 2 left_child=1 2 4 6 9 10 7 8 15 -1 11 -6 13 -11 -14 16 -2 right_child=3 -3 -4 -5 5 -7 -8 -9 -10 12 -12 -13 14 -15 -16 -17 -18 leaf_value=0.29710363014884617 -0.21229874808998669 0.98786483993530272 1.0650982802254814 -1.2114123098055523 -0.66190660379149691 0.53612574527661006 0.58088458113048391 -0.90925331379916219 0.53550961941480635 0.070660832800765849 -1.1145345936650817 0.16685934189827212 -0.0026757038116181136 -0.002510372239308094 0.19674264780826703 -0.54071427318311882 -0.098723907300404132 leaf_weight=128 34 25 21 24 66 24 23 37 28 4668 23 31 91616 6616 319 42 28 leaf_count=128 34 25 21 24 66 24 23 37 28 4668 23 31 91616 6616 319 42 28 internal_value=0 0.00162575 0.00138755 -0.310436 0.00117171 -0.356114 -0.197813 -0.30379 -0.134077 0.00166954 -0.534562 -0.397043 0.00127427 0.0277951 -0.00198354 -0.31435 -0.161007 internal_weight=0 103537 103512 216 103491 144 192 169 132 103347 120 97 103219 11284 91935 104 62 internal_count=103753 103537 103512 216 103491 144 192 169 132 103347 120 97 103219 11284 91935 104 62 cat_boundaries=0 5 11 12 cat_threshold=0 0 0 0 2147483680 1610662144 545439744 524296 71500584 151602242 640 122 is_linear=0 shrinkage=0.01 Tree=749 num_leaves=20 num_cat=2 split_feature=14 14 22 4 2 4 4 4 1 1 25 24 10 11 3 4 4 14 14 split_gain=205731 238385 232930 225128 180414 226157 298235 131454 218069 116213 114727 198547 127298 89099.5 217393 85297.6 82512.2 29548.5 8955.47 threshold=464.33100000000007 437.65500000000003 524.87500000000011 422.08750000000003 873.74500000000012 341.416 66.14800000000001 1086.5100000000002 38.666250000000005 273.37500000000006 0 1 522.5150000000001 483.06600000000009 66.588000000000022 1468.3681000000001 4.5710000000000006 873.74500000000012 650.34950000000015 decision_type=2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 4 13 7 6 9 10 15 -6 11 -1 -12 14 16 -9 17 18 -2 right_child=3 -3 -4 -5 5 -7 -8 8 -10 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.089144781689247526 -0.19801747798919678 0.97798620452880858 1.0544473729814801 -1.1271341468547953 -0.56989875842885274 -1.2857910173589533 0.9323013191223144 -0.24424103072195344 1.3072098937034609 0.28027027606964111 -0.0021614391543745204 -0.011636692330237449 0.28102664437309005 -0.79390324683416458 0.59755803760460446 0.47475489645293267 -0.79396158862572452 0.077691196886932157 -0.43315636627674103 leaf_weight=3855 46 25 21 29 82 22 20 33 20 20 95290 3957 159 21 35 33 26 34 25 leaf_count=3855 46 25 21 29 82 22 20 33 20 20 95290 3957 159 21 35 33 26 34 25 internal_value=0 0.00160984 0.00137403 -0.307331 0.00116034 -0.352553 -0.184264 0.00165319 0.392455 -0.403199 0.00132772 0.0381465 -0.00168952 -0.180196 -0.102558 0.115257 -0.289612 -0.164726 -0.280813 internal_weight=0 103537 103512 216 103491 144 122 103347 86 102 103261 7812 95449 187 166 66 131 105 71 internal_count=103753 103537 103512 216 103491 144 122 103347 86 102 103261 7812 95449 187 166 66 131 105 71 cat_boundaries=0 6 7 cat_threshold=1610645760 545308672 524296 71500040 2148024418 640 126 is_linear=0 shrinkage=0.01 Tree=750 num_leaves=16 num_cat=2 split_feature=18 22 16 18 11 0 6 25 25 6 5 0 6 17 18 split_gain=128100 234099 158829 115893 107466 130447 99992.6 168113 100015 79774.3 83460.9 77683.7 43381.3 7504.22 3760.88 threshold=437.18000000000001 550.81750000000011 1079.5035000000003 384.11670000000004 671.11374000000012 160.41850000000002 345.35355000000004 0 1 483.25025000000005 156.17100000000002 46.075800000000008 26.311000000000003 76.535000000000011 756.12500000000011 decision_type=2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 left_child=1 2 3 4 6 12 8 -8 -1 10 11 13 -6 14 -2 right_child=9 -3 -4 -5 5 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.22801349319241668 -0.072460554132336069 1.079451276063919 0.68082001265357517 0.62930229754283507 -0.23089006634134998 -0.83102172273578068 0.21913772942656176 -0.20272238503350923 -0.0022381820982152094 -0.88616693162918103 0.36908095859345935 -0.88217539286613456 0.23574896653493244 -0.35778474801778792 -0.22854378910591969 leaf_weight=179 38 20 34 29 76 33 108 513 102493 20 21 20 27 20 26 leaf_count=179 38 20 34 29 76 33 108 513 102493 20 21 20 27 20 26 internal_value=0 -0.00233896 -0.00254802 -0.0027726 -0.00294983 -0.283869 -0.00257996 -0.129091 -0.00181477 -0.299776 -0.205953 -0.322066 -0.108567 -0.188706 -0.135869 internal_weight=0 103512 103492 103458 103429 136 103293 621 102672 145 125 104 103 84 64 internal_count=103657 103512 103492 103458 103429 136 103293 621 102672 145 125 104 103 84 64 cat_boundaries=0 5 10 cat_threshold=0 512 512 2097152 8256 0 0 0 131072 2147483648 is_linear=0 shrinkage=0.01 Tree=751 num_leaves=19 num_cat=1 split_feature=11 18 18 25 3 12 3 6 1 3 0 6 0 1 12 15 18 18 split_gain=128234 122210 113501 89995.1 242559 207408 160472 169672 275267 166103 108510 104841 120092 83100.3 40152.3 14743.3 2950.48 861.499 threshold=1429.7025000000001 437.18000000000001 384.11670000000004 0 1439.8675000000001 1040.4400000000003 764.58775000000003 212.67444500000002 273.37500000000006 603.67000000000019 438.09750000000008 163.44010000000003 50.541375000000009 159.97720000000004 78.258750000000006 25.974 887.50750000000005 527.79000000000008 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 6 5 10 7 9 -9 -1 -5 12 -8 14 15 16 17 -3 right_child=-2 13 -4 4 -6 -7 11 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.020965305505811719 0.67392342422689711 -0.20015692429109053 0.62300927811655504 0.0007158096315191952 1.0751489884512766 0.91101425457000729 -0.37395486768411135 -0.11084880180413427 -0.8273996083919819 0.71210546216657078 -0.17645291249823331 0.13911089109337849 -1.2934921741485597 -0.7953317119457104 0.20532342141324822 -0.48322812972823159 -0.297836460351944 -0.11585603559458697 leaf_weight=10540 28 22 29 92031 21 25 49 306 65 31 347 23 20 27 22 24 20 27 leaf_count=10540 28 22 29 92031 21 25 49 306 65 31 347 23 20 27 22 24 20 27 internal_value=0 -0.00291008 -0.00250781 -0.00268315 0.000540937 0.000296775 -0.0296626 -0.0261926 -0.23639 -0.0188155 5.03098e-05 -0.445588 -0.640487 -0.296075 -0.178858 -0.269739 -0.195483 -0.153705 internal_weight=0 103629 103487 103458 92424 92403 11034 10942 371 10571 92378 92 69 142 115 93 69 49 internal_count=103657 103629 103487 103458 92424 92403 11034 10942 371 10571 92378 92 69 142 115 93 69 49 cat_boundaries=0 6 cat_threshold=3422584848 396418 17039372 34636032 1067040 946 is_linear=0 shrinkage=0.01 Tree=752 num_leaves=20 num_cat=4 split_feature=11 22 2 24 0 2 0 2 25 24 26 26 6 25 5 8 0 3 26 split_gain=125682 178915 115087 412969 190758 137954 152530 107120 94648 1.12681e+06 1.61978e+06 119205 76951.2 68283.1 158899 122315 25890.4 21188.5 20458.8 threshold=1429.7025000000001 550.81750000000011 654.54975000000002 0 367.42525000000006 747.71500000000015 297.71250000000003 1054.5000000000002 1 2 2022.5000000000002 2022.5000000000002 1424.6500000000003 3 388.83500000000009 1449.0631000000001 18.760800000000007 198.96750000000003 2022.5000000000002 decision_type=2 2 2 1 2 2 2 2 9 1 2 2 2 9 2 2 2 2 2 left_child=1 2 8 4 17 -5 7 -7 9 10 -1 -11 13 14 -10 -15 -13 18 -4 right_child=-2 -3 3 5 -6 6 -8 -9 12 11 -12 16 -14 15 -16 -17 -18 -19 -20 leaf_value=2.1722942018508911 0.66718420837606707 -0.90458992177789865 -0.76881104693268287 -0.44189925134181979 -1.5652927707490465 0.42901414430608936 0.99216856079101567 -0.24037534565395782 -0.031242757215126659 -0.35943220218886501 -0.18171612967524614 -0.026334969002084856 -0.47161437443324494 -0.00011837776490820249 0.3597908775692894 0.72922046847965405 0.35582789230346679 -0.22740264892578124 -0.41928336339838368 leaf_weight=60 28 22 33 32 21 51 25 45 10092 161 57 156 35 92636 105 23 20 21 34 leaf_count=60 28 22 33 32 21 51 25 45 10092 161 57 156 35 92636 105 23 20 21 34 internal_value=0 -0.00288097 -0.0026895 -0.21201 -0.649353 0.13329 0.296422 0.115238 -0.00215883 0.140344 0.944723 -0.158099 -0.00280099 -0.00264173 -0.0271896 6.26534e-05 0.0170926 -0.504567 -0.591439 internal_weight=0 103629 103607 262 109 153 121 96 103345 454 117 337 102891 102856 10197 92659 176 88 67 internal_count=103657 103629 103607 262 109 153 121 96 103345 454 117 337 102891 102856 10197 92659 176 88 67 cat_boundaries=0 1 7 8 14 cat_threshold=3602 0 0 0 134348800 2147483648 1 196 3422552144 134622338 17040900 34603264 1067008 950 is_linear=0 shrinkage=0.01 Tree=753 num_leaves=15 num_cat=3 split_feature=11 22 16 2 12 24 1 2 3 6 25 24 6 26 split_gain=123181 175355 131367 141866 393647 345889 328399 142577 110602 464375 103596 1.00007e+06 94994.8 18816.9 threshold=1429.7025000000001 550.81750000000011 1079.5035000000003 654.54975000000002 395.78950000000003 0 511.57525000000004 873.74500000000012 1077.3535000000002 36.122500000000009 1 2 329.28675000000004 2022.5000000000002 decision_type=2 2 2 2 2 1 2 2 2 2 9 1 2 2 left_child=1 2 3 8 5 7 -7 -5 10 13 11 -1 -12 -10 right_child=-2 -3 -4 4 -6 6 -8 -9 9 -11 12 -13 -14 -15 leaf_value=0.5903894320658758 0.66051235739673886 -0.89554403326728127 0.60987956918988906 -0.092106630179015089 -1.4856433204982591 0.040597232488318556 1.4408935012817383 -0.82266282651354294 -0.95663396747907004 0.96963973712921148 -0.0021026862895063615 -0.15086056388150793 -0.12422184884118123 -0.61533410521915988 leaf_weight=272 28 22 35 44 23 103 20 68 30 20 101809 507 641 35 leaf_count=272 28 22 35 44 23 103 20 68 30 20 101809 507 641 35 internal_value=0 -0.00285216 -0.00266261 -0.00286961 -0.23707 -0.11487 0.248116 -0.491752 -0.00228475 -0.362858 -0.00198785 0.112161 -0.00286647 -0.772857 internal_weight=0 103629 103607 103572 258 235 123 112 103314 85 103229 779 102450 65 internal_count=103657 103629 103607 103572 258 235 123 112 103314 85 103229 779 102450 65 cat_boundaries=0 1 7 8 cat_threshold=3666 0 536870912 0 134348808 2147483682 1 198 is_linear=0 shrinkage=0.01 Tree=754 num_leaves=20 num_cat=1 split_feature=18 22 16 2 24 0 1 0 3 18 2 12 6 12 2 0 3 6 18 split_gain=122642 236934 152403 113416 390873 320886 281638 122802 112428 110982 89652.2 88783.9 77075.8 48986.4 22385.1 19957.3 17139 11472.6 3118.89 threshold=437.18000000000001 550.81750000000011 1079.5035000000003 654.54975000000002 0 367.42525000000006 438.86250000000007 24.195078500000005 1077.3535000000002 384.11670000000004 590.51250000000016 14.490225000000002 483.25025000000005 236.58700000000002 63.146250000000009 13.046750000000001 1439.8675000000001 9.2270000000000021 756.12500000000011 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 8 6 11 7 -5 9 10 -1 -6 13 15 16 17 -10 18 -2 right_child=12 -3 -4 4 5 -7 -8 -9 14 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.0022416150285169446 -0.088775816236223493 1.0860811965465547 0.66695187512566068 0.29441680019264516 -0.46456866834765287 -1.6110862970352173 1.3212059947422572 -0.54464084845322835 -0.29817174492211179 0.61667705963397856 0.41713363042064744 0.2613067619204521 -0.8696581168174744 0.2394966525123233 -0.093567098833265763 -0.55744597261602236 -0.63638305233370873 -0.42651079154014587 -0.23182313479759076 leaf_weight=103046 35 20 34 53 107 24 21 26 29 29 51 20 20 21 21 22 31 20 27 leaf_count=103046 35 20 34 53 107 24 21 26 29 29 51 20 20 21 21 22 31 20 27 internal_value=0 -0.00223871 -0.00244903 -0.00266902 -0.21498 -0.516452 0.265352 0.0182712 -0.00215268 -0.00186017 -0.00203416 -0.350258 -0.29327 -0.201048 -0.374565 -0.290004 -0.472914 -0.218251 -0.151071 internal_weight=0 103512 103492 103458 251 151 100 79 103207 103126 103097 127 145 125 81 104 60 82 62 internal_count=103657 103512 103492 103458 251 151 100 79 103207 103126 103097 127 145 125 81 104 60 82 62 cat_boundaries=0 1 cat_threshold=397 is_linear=0 shrinkage=0.01 Tree=755 num_leaves=14 num_cat=3 split_feature=25 16 22 22 4 6 5 24 26 16 25 0 26 split_gain=193815 146353 136513 405949 118822 420679 372948 111138 88131.6 81844.1 142863 83313 23717.8 threshold=0 1079.5035000000003 592.37750000000005 422.53750000000008 678.11800000000005 396.21550000000008 418.34600000000006 1 2022.5000000000002 112.89350000000002 2 59.886000000000003 2022.5000000000002 decision_type=9 2 2 2 2 2 2 1 2 2 9 2 2 left_child=7 2 3 4 9 6 -6 8 -1 11 -11 -2 -9 right_child=1 -3 -4 -5 5 -7 -8 12 -10 10 -12 -13 -14 leaf_value=-0.21156410549695676 -0.00088562691051697381 0.6559794044494629 -0.7543179515997569 1.3003682627280555 -0.22036876972806588 -1.3104388944564327 1.0839749585151672 -0.42372410103991315 0.3826507444679737 -0.26265903093886594 -0.0043274302088340336 0.043563241392679489 -0.24159297763050852 leaf_weight=52 97748 34 24 24 178 31 25 143 48 314 643 4407 143 leaf_count=52 97748 34 24 24 178 31 25 143 48 314 643 4407 143 internal_value=0 1.41381e-06 -0.000214297 -3.92128e-05 -0.000341206 -0.225427 -0.0597353 -0.221653 0.0669627 0.000169598 -0.0918781 0.00103191 -0.32142 internal_weight=0 103428 103394 103370 103346 234 203 386 100 103112 957 102155 286 internal_count=103814 103428 103394 103370 103346 234 203 386 100 103112 957 102155 286 cat_boundaries=0 5 6 11 cat_threshold=0 0 0 131072 48 2082 32768 0 512 33554432 8192 is_linear=0 shrinkage=0.01 Tree=756 num_leaves=15 num_cat=5 split_feature=25 24 16 2 8 2 11 22 13 6 8 24 25 25 split_gain=190399 548348 190585 232825 171897 164001 142501 119857 87770 180894 113969 64980 81221 20816.3 threshold=0 1 1079.5035000000003 1054.5000000000002 194.07550000000001 1432.0500000000002 1429.7025000000001 524.87500000000011 544.68750000000011 172.78900000000002 1117.4100000000001 2 3 4 decision_type=9 1 2 2 2 2 2 2 2 2 2 1 9 9 left_child=1 -1 3 6 5 -5 7 8 10 -10 -2 13 -13 -3 right_child=2 11 -4 4 -6 -7 -8 -9 9 -11 -12 12 -14 -15 leaf_value=0.32999744149969845 0.00051396848559954144 -0.067622763651662171 0.77183969259262086 -1.1841083896482314 0.33628678065538409 -0.26039305931329731 0.70133336026093063 -0.6786301053487338 -0.028317863621296142 -0.80752505709485312 0.43288656985173463 -0.19344980916072582 -0.62072068343927833 -0.28867305748359018 leaf_weight=154 102799 103 32 37 20 40 29 26 109 41 61 106 152 105 leaf_count=154 102799 103 32 37 20 40 29 26 109 41 61 106 152 105 internal_value=0 -0.174153 0.000222254 -1.70737e-05 -0.489711 -0.704256 0.000443804 0.000246535 0.000417885 -0.241301 0.000770382 -0.344193 -0.458944 -0.187334 internal_weight=0 620 103194 103162 97 77 103065 103036 103010 150 102860 466 258 208 internal_count=103814 620 103194 103162 97 77 103065 103036 103010 150 102860 466 258 208 cat_boundaries=0 5 6 7 12 17 cat_threshold=0 536870912 0 131072 48 2051 928 0 0 0 0 48 0 0 0 131072 16 is_linear=0 shrinkage=0.01 Tree=757 num_leaves=20 num_cat=3 split_feature=25 16 3 4 26 0 0 5 0 15 6 22 24 26 6 3 25 26 3 split_gain=188318 140407 245743 317701 196079 136301 478477 577478 616886 219879 328578 133527 106777 86410.8 75599.4 502075 76835.7 23250.6 20730.9 threshold=0 1079.5035000000003 1077.3535000000002 151.97640000000001 2022.5000000000002 538.27200000000016 658.11750000000018 23.866500000000006 594.30750000000012 129.55275000000003 3.2712500000000007 524.87500000000011 1 2022.5000000000002 769.5200000000001 108.75750000000001 2 2022.5000000000002 1439.8675000000001 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 left_child=12 2 5 4 -4 11 7 8 -7 10 -8 14 13 -1 16 -16 -2 -14 -6 right_child=1 -3 3 -5 18 6 9 -9 -10 -11 -12 -13 17 -15 15 -17 -18 -19 -20 leaf_value=-0.21139744859475357 0.23089050801263916 0.64252036711748917 0.51880575798175954 -1.4255554559495716 -0.36164320815693252 0.32394165271037328 0.07841163439983502 -0.2836283570366937 2.1379549016450583 0.97463458418846127 -0.77645855196591085 -0.69091540345123836 -0.41751455213223304 0.3769878216584524 -0.51786485204126986 1.0482173919677735 -0.00026522231829923914 -0.23718624332568031 -0.80648705339431759 leaf_weight=52 134 34 27 27 22 37 200 37 38 20 58 28 143 48 113 25 102608 143 20 leaf_count=52 134 34 27 27 22 37 200 37 38 20 58 28 143 48 113 25 102608 143 20 internal_value=0 5.07148e-06 -0.000206212 -0.505918 -0.14606 0.000263771 0.186857 0.738695 1.24304 -0.0354661 -0.113768 -0.000443379 -0.218483 0.0645704 -0.000255459 -0.234154 5.87068e-05 -0.316291 -0.573474 internal_weight=0 103428 103394 96 69 103298 390 112 75 278 258 102908 386 100 102880 138 102742 286 42 internal_count=103814 103428 103394 96 69 103298 390 112 75 278 258 102908 386 100 102880 138 102742 286 42 cat_boundaries=0 5 6 11 cat_threshold=0 0 0 131072 48 2082 0 0 4096 40 2147483648 is_linear=0 shrinkage=0.01 Tree=758 num_leaves=27 num_cat=1 split_feature=2 8 2 0 17 11 24 0 0 3 2 6 3 8 4 26 14 5 5 4 6 11 10 2 2 26 split_gain=179125 447937 170960 131427 922450 312919 367254 381562 387872 253954 325627 134413 259410 93443.7 77480 65873.4 63956.2 375482 59193.5 57351.5 277397 82332.4 43188.8 26253.3 18992.4 8722.4 threshold=1054.5000000000002 233.69980000000001 1432.0500000000002 538.27200000000016 277.13250000000005 145.75200000000004 0 1077.3535000000002 658.11750000000018 22.153894000000005 22.153894000000005 769.5200000000001 108.75750000000001 41.819500000000005 1468.3681000000001 2022.5000000000002 766.49265000000003 27.185999999999996 106.89600000000002 615.12750000000017 206.28168000000002 422.57650000000007 16.687305500000004 163.44010000000003 6.003000000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 15 11 5 6 7 8 -5 10 -8 14 13 24 16 -2 19 22 -11 21 -21 -1 -18 -7 25 -13 right_child=1 -3 -4 4 -6 23 9 -9 -10 18 -12 12 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 leaf_value=-0.0012040498848616668 -1.5572633906773157 0.93970041149854666 -0.26113538883981252 1.008353740147182 2.1239657431063446 -1.0226931390762328 -0.081415703405597895 1.4813718667711531 -0.24462531153361003 -0.968780981078744 1.2878256549835205 -0.14465280260358537 0.52277131080627437 -1.1426503989696501 0.45078436776211389 -0.79035033524036413 0.050662680722418287 1.3645763272824496 -0.31935507850646971 -0.016646766760254984 -1.0565405886967978 0.17081369275954889 -0.51393857675790788 -0.5164494532630558 -0.66440618562698361 -0.38483577277925279 leaf_weight=102543 21 20 42 42 23 20 132 35 60 32 20 21 30 20 38 24 42 23 25 177 30 279 20 21 20 54 leaf_count=102543 21 20 42 42 23 20 132 35 60 32 20 21 30 20 38 24 42 23 25 177 30 279 20 21 20 54 internal_value=0 -0.409763 -0.719984 -0.000397921 0.178288 0.0626533 0.160538 0.540962 0.271307 -0.109476 0.0987476 -0.00110715 -0.305357 -0.521391 -0.000679468 -1.14824 -0.000845843 0.273345 -0.683945 -0.00107205 -0.167356 -0.000737292 -0.131467 -0.763398 -0.3906 -0.317585 internal_weight=0 107 87 103707 410 387 346 137 102 209 152 103297 145 115 103152 45 103114 85 57 103029 207 102822 62 41 95 75 internal_count=103814 107 87 103707 410 387 346 137 102 209 152 103297 145 115 103152 45 103114 85 57 103029 207 102822 62 41 95 75 cat_boundaries=0 1 cat_threshold=2594 is_linear=0 shrinkage=0.01 Tree=759 num_leaves=25 num_cat=6 split_feature=25 24 25 11 2 8 2 22 8 2 4 6 6 25 24 26 26 24 3 2 26 26 26 26 split_gain=184721 475063 352972 149066 136646 442016 159737 115356 128285 260248 91806.1 341572 104904 89743.6 73623.1 57379.7 49757.9 29675.8 8146.29 5944.53 2770.18 884.284 475.903 249.481 threshold=0 1 2 1429.7025000000001 1054.5000000000002 233.69980000000001 1432.0500000000002 524.87500000000011 1117.4100000000001 22.153894000000005 553.21400000000006 396.21550000000008 1424.6500000000003 3 4 2022.5000000000002 2022.5000000000002 5 27.499000000000006 5.0070000000000006 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 9 2 2 2 2 2 2 2 2 2 2 9 1 2 2 1 2 2 2 2 2 2 left_child=1 2 15 4 7 6 -6 8 10 -10 12 -12 -2 17 19 -1 -4 21 23 22 -16 -3 -15 -19 right_child=3 13 16 -5 5 -7 -8 -9 9 -11 11 -13 -14 14 20 -17 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=0.35308213975694441 0.00097175942718192329 -0.023391600770335041 -0.27972947964764605 0.74350019490277319 -1.208280884510762 0.93030340337753303 -0.26588253729684014 -0.66528904859836291 0.96425824466504551 -0.40241928165609187 -0.056975058689713476 -1.1509573714435102 0.67640326126762063 -0.19247815900557752 -0.55341708166258674 0.73434095268125665 0.039788365960121155 -0.21022028786795482 -0.41439570903778078 -0.38711869215965272 -0.48412593745383897 0.029805115820869567 -0.22156768626288365 -0.18037063053676061 leaf_weight=81 102204 62 99 27 37 20 35 26 38 22 264 32 23 111 112 77 96 56 20 20 119 63 114 56 leaf_count=81 102204 62 99 27 37 20 35 26 38 22 264 32 23 111 112 77 96 56 20 20 119 63 114 56 internal_value=0 -0.129948 0.168789 0.000566122 0.000370861 -0.38485 -0.750171 0.000716253 0.000885054 0.463143 0.000614525 -0.175243 0.00112372 -0.27415 -0.357942 0.506809 -0.116456 -0.111362 -0.212401 -0.213201 -0.496239 0.00316624 -0.207217 -0.195295 internal_weight=0 1086 353 102728 102701 92 72 102609 102583 60 102523 296 102227 733 476 158 195 257 132 245 231 125 225 112 internal_count=103814 1086 353 102728 102701 92 72 102609 102583 60 102523 296 102227 733 476 158 195 257 132 245 231 125 225 112 cat_boundaries=0 5 6 8 13 14 15 cat_threshold=1073741824 536870912 0 1179648 48 2059 1073741824 536870912 0 0 0 1048576 16 688 180 is_linear=0 shrinkage=0.01 Tree=760 num_leaves=20 num_cat=7 split_feature=25 14 24 14 25 25 22 16 2 2 7 24 0 24 5 24 3 3 3 split_gain=193724 272702 272553 416079 249381 142065 135236 113123 109958 222116 161668 88637.5 75579.6 77051.9 68230.4 64576.1 28307.5 5330.71 58.8 threshold=0 1018.0250000000002 1 19.648867500000005 2 3 524.87500000000011 1079.5035000000003 1432.0500000000002 1054.5000000000002 1449.0631000000001 4 227.10500000000002 5 165.05000000000004 6 9.2080380000000037 6.6572445000000009 13.097 decision_type=9 2 1 2 9 9 2 2 2 2 2 1 2 1 2 1 2 2 2 left_child=2 6 4 5 -1 11 7 8 9 10 -2 -4 13 -7 15 18 -15 -10 -6 right_child=1 -3 3 -5 14 12 -8 -9 17 -11 -12 -13 -14 16 -16 -17 -18 -19 -20 leaf_value=0.33023290166075198 0.001409975713659653 -0.83506231852066826 -0.63539149729958899 1.1058097288919533 0.041362739393585611 0.04868564992632185 -0.68148551036571636 0.54700485028718648 -0.38843515872955325 0.72857677527836384 -0.7872342780003182 -0.24377122094286954 -0.72058747415957247 -0.18667617980380691 0.38465054216056033 -0.2105375137957898 -0.48424971825735913 -0.60857371839610008 0.023511014665876115 leaf_weight=201 101572 39 135 23 152 165 29 38 22 42 26 177 23 369 29 263 35 22 21 leaf_count=201 101572 39 135 23 152 165 29 38 22 42 26 177 23 369 29 263 35 22 21 internal_value=0 0.000981018 -0.109813 -0.220031 0.044583 -0.256198 0.00130156 0.00149622 0.00129236 0.00150872 0.00120815 -0.427693 -0.155956 -0.135874 -0.0832442 -0.116275 -0.207324 -0.498504 0.0370539 internal_weight=0 101790 1593 927 666 904 101751 101722 101684 101640 101598 312 592 569 465 436 404 44 173 internal_count=103383 101790 1593 927 666 904 101751 101722 101684 101640 101598 312 592 569 465 436 404 44 173 cat_boundaries=0 6 7 9 14 15 16 17 cat_threshold=1073742080 536870912 0 1081344 2147483664 1 2435 1073741824 536870912 1073741824 536870912 0 0 2147483648 76 36 2176 is_linear=0 shrinkage=0.01 Tree=761 num_leaves=10 num_cat=0 split_feature=11 18 1 12 12 11 20 2 6 split_gain=161185 153169 122171 84773.8 352415 112672 73091.6 200040 84932.5 threshold=1429.7025000000001 756.12500000000011 0.45700000000000007 1362.4500000000003 1040.4400000000003 1085.9700000000003 256.18250000000006 37.20900000000001 53.40420000000001 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 8 -8 -1 right_child=-2 2 -4 -5 -6 -7 7 -9 -10 leaf_value=-0.001990172979804901 -0.75935141699654718 -0.16816305718001195 -1.1531410970687868 -0.53175089657306673 1.1021255476721401 0.6578106987132476 -0.027120411238619978 -0.83569630598410583 0.046207397951149788 leaf_weight=99239 28 34 20 30 29 26 142 39 3796 leaf_count=99239 28 34 20 30 29 26 142 39 3796 internal_value=0 -0.000524512 -0.53297 -0.000246179 -9.17782e-05 -0.000401384 -0.000567187 -0.201344 -0.000214485 internal_weight=0 103355 54 103301 103271 103242 103216 181 103035 internal_count=103383 103355 54 103301 103271 103242 103216 181 103035 is_linear=0 shrinkage=0.01 Tree=762 num_leaves=9 num_cat=0 split_feature=11 22 12 12 11 2 2 3 split_gain=157978 131431 83059.4 345457 110722 97058.1 150960 2129.95 threshold=1429.7025000000001 524.87500000000011 1362.4500000000003 1040.4400000000003 1085.9700000000003 1432.0500000000002 1054.5000000000002 6.6572445000000009 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=-0.00068760840681013184 -0.75175789713859564 -0.67363477813786476 -0.52643339434328174 1.0911042800442925 0.66493503251075747 -0.36785713195800784 0.54891831226348875 -0.49401867980542391 leaf_weight=103137 28 29 30 29 25 32 50 23 leaf_count=103137 28 29 30 29 25 32 50 23 internal_value=0 -0.000519267 -0.000330347 -0.000177552 -0.000484012 -0.000645143 -0.000421293 -0.420616 internal_weight=0 103355 103326 103296 103267 103242 103187 55 internal_count=103383 103355 103326 103296 103267 103242 103187 55 is_linear=0 shrinkage=0.01 Tree=763 num_leaves=26 num_cat=7 split_feature=25 24 14 14 25 25 18 16 14 4 8 24 22 17 0 24 5 24 26 3 26 26 26 26 26 split_gain=189987 267198 407524 266493 244889 139515 131222 110770 120309 351888 88539.6 86968.8 85667.2 78866.6 74171 75550.2 66656.4 63434.7 29910.6 27774.7 24055.3 1608.94 587.69 67.6757 36.3235 threshold=0 1 19.648867500000005 1018.0250000000002 2 3 756.12500000000011 1079.5035000000003 766.49265000000003 9.1010570000000026 36.721200000000003 4 524.87500000000011 1009.0614800000001 227.10500000000002 5 165.05000000000004 6 2022.5000000000002 9.2080380000000037 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 9 9 2 2 2 2 2 1 2 2 2 1 2 1 2 2 2 2 2 2 2 left_child=1 4 5 6 22 11 7 8 12 -10 -8 24 13 -2 15 18 17 20 -7 -17 -6 -19 -1 -13 -3 right_child=3 2 -4 -5 16 14 10 -9 9 -11 -12 23 -14 -15 -16 19 -18 21 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.3268028156502733 0.0011488309826737867 -0.67087167767510891 1.0942743834205295 -0.82548547738637679 0.16752958853033525 -0.08587529488551765 -0.15341082979131629 0.54135299983777496 1.4875981853008271 -0.3882701768875122 -1.0312619695663452 -0.24884578065438703 -0.55192623138427732 0.58679028672368627 -0.71367468294890035 -0.18473011442962378 0.37992826001397495 -0.24253252071857453 0.18344695369402569 -0.47948999895368305 -0.069199111512366768 -0.1930042454470759 0.36101183414459231 -0.26121284959021579 -0.68124849953434696 leaf_weight=103 101575 69 23 39 79 81 27 38 20 20 20 88 28 23 23 369 29 125 84 35 94 138 98 89 66 leaf_count=103 101575 69 23 39 79 81 27 38 20 20 20 88 28 23 23 369 29 125 84 35 94 138 98 89 66 internal_value=0 -0.108735 -0.217865 0.000985574 0.0441372 -0.253659 0.00130245 0.00154657 0.00134481 0.549664 -0.526965 -0.423599 0.00112899 0.00128141 -0.154333 -0.134436 -0.0825329 -0.115186 0.0483065 -0.205187 0.0367766 -0.208612 0.327203 -0.241424 -0.629328 internal_weight=0 1593 927 101790 666 904 101751 101704 101666 40 47 312 101626 101598 592 569 465 436 165 404 173 263 201 177 135 internal_count=103383 1593 927 101790 666 904 101751 101704 101666 40 47 312 101626 101598 592 569 465 436 165 404 173 263 201 177 135 cat_boundaries=0 6 7 9 14 15 16 17 cat_threshold=1073742080 536870912 0 1081344 2147483664 1 2435 1073741824 536870912 1073741824 536870912 0 0 2147483648 76 36 2176 is_linear=0 shrinkage=0.01 Tree=764 num_leaves=28 num_cat=8 split_feature=25 24 14 14 25 25 18 16 14 4 8 24 11 14 7 0 24 0 6 26 24 25 3 26 26 26 26 split_gain=186207 261881 399414 261190 240016 136739 128610 108566 117915 344886 86777.7 85238.1 84206.3 121946 76829.2 72695 74046.7 65454.1 50016.5 29315.4 29026.5 33111.6 27222 575.995 216.507 66.329 35.6006 threshold=0 1 19.648867500000005 1018.0250000000002 2 3 756.12500000000011 1079.5035000000003 766.49265000000003 9.1010570000000026 36.721200000000003 4 796.68750000000011 130.15260000000004 136.29250000000002 227.10500000000002 5 233.37814 187.61750000000004 2022.5000000000002 6 7 9.2080380000000037 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 9 9 2 2 2 2 2 1 2 2 2 2 1 2 2 2 1 9 2 2 2 2 2 left_child=1 4 5 6 23 11 7 8 12 -10 -8 26 14 -14 -2 16 19 18 20 -7 24 -22 -18 -1 -6 -13 -3 right_child=3 2 -4 -5 17 15 10 -9 9 -11 -12 25 13 -15 -16 -17 22 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 leaf_value=0.32353478792801649 0.00027747428461243073 -0.66416296917459239 1.0833316431874815 -0.81723062276840208 -0.25903477371513073 -0.085016540951198996 -0.15187670522265964 0.535939497696726 1.4727221289277077 -0.38438746452331546 -1.0209493489265442 -0.24635732142762706 -0.10327985860932043 -0.97071912907418756 0.069302666743329702 -0.70653794744740372 -0.18288281299880527 0.47617306995391845 0.38009831142425543 0.1816124996117183 0.044108755495641139 -0.17571814781287684 -0.47469509615216937 0.35740170550741712 -0.23594948946043504 -0.25860072233703701 -0.67443600846510943 leaf_weight=103 99895 69 23 39 77 81 27 38 20 20 20 88 71 21 1639 23 369 20 20 84 144 118 35 98 86 89 66 leaf_count=103 99895 69 23 39 77 81 27 38 20 20 20 88 71 21 1639 23 369 20 20 84 144 118 35 98 86 89 66 internal_value=0 -0.107648 -0.215686 0.000975718 0.0436958 -0.251122 0.00128942 0.00153111 0.00133136 0.544167 -0.521695 -0.419363 0.0011177 -0.301282 0.0013917 -0.15279 -0.133091 -0.0817075 -0.108617 0.0478235 -0.131615 -0.0577176 -0.203135 0.323931 -0.232586 -0.23901 -0.623035 internal_weight=0 1593 927 101790 666 904 101751 101704 101666 40 47 312 101626 92 101534 592 569 465 445 165 425 262 404 201 163 177 135 internal_count=103383 1593 927 101790 666 904 101751 101704 101666 40 47 312 101626 92 101534 592 569 465 445 165 425 262 404 201 163 177 135 cat_boundaries=0 6 7 9 14 15 16 17 21 cat_threshold=1073742080 536870912 0 1081344 2147483664 1 2435 1073741824 536870912 1073741824 536870912 0 0 2147483648 76 36 257 0 0 0 1081344 is_linear=0 shrinkage=0.01 Tree=765 num_leaves=22 num_cat=1 split_feature=18 0 4 0 11 8 24 7 7 8 11 13 9 9 16 26 3 5 7 26 16 split_gain=92862.2 273146 111970 939880 112346 96103.2 299227 338938 385658 168109 140658 81939.8 173583 249926 114086 60566.7 60175.3 41754.4 57322.9 43460.4 36505.4 threshold=527.79000000000008 180.52280000000005 904.34825000000012 316.39255000000009 1429.7025000000001 450.66846000000004 0 8.7137500000000028 391.72750000000002 1117.4100000000001 25.145000000000007 119.295 551.9285000000001 329.28675000000004 1079.5035000000003 2022.5000000000002 241.37250000000003 196.58225000000002 23.075750000000003 2022.5000000000002 2.4387500000000002 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 20 4 17 5 11 7 15 -9 10 -8 14 13 -13 16 -7 -1 18 19 -4 -2 right_child=1 -3 3 -5 -6 6 9 8 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.00013231669362348642 0.20048594040530071 -1.1852559007131138 -0.34421735032912226 2.0431946618795394 -0.63243367418646812 -0.63868751558992598 -0.063437735198989625 1.2993548834601114 -0.22551949607001412 -0.9568064434187753 -0.62973417808760457 0.09627862975304316 0.76844815055529281 -0.60080447151705074 -0.67473742828369143 -0.042040493566056956 0.079969061223119656 0.27735942840576172 -0.65779956674575801 0.14237640374236638 -0.25192661223873014 leaf_weight=100967 42 26 31 25 28 27 127 43 27 42 67 1082 36 54 25 46 953 25 20 45 31 leaf_count=100967 42 26 31 25 28 27 127 43 27 42 67 1082 36 54 25 46 953 25 20 45 31 internal_value=0 -0.305111 0.00130367 0.278042 0.000913391 0.00108474 -0.157862 0.200031 0.711189 -0.367621 -0.259014 0.00166894 0.0848073 0.0631426 0.000713146 -0.262718 0.000878828 -0.0866595 -0.181456 -0.0561026 0.00836554 internal_weight=0 99 103670 146 103524 103496 379 143 70 236 194 103117 1172 1136 101945 73 101920 121 96 76 73 internal_count=103769 99 103670 146 103524 103496 379 143 70 236 194 103117 1172 1136 101945 73 101920 121 96 76 73 cat_boundaries=0 1 cat_threshold=1553 is_linear=0 shrinkage=0.01 Tree=766 num_leaves=11 num_cat=0 split_feature=22 11 17 16 3 4 0 16 0 13 split_gain=113072 136122 70606 82274.7 106989 447557 285821 63629.8 200334 68976.4 threshold=550.81750000000011 1429.7025000000001 1336.3075000000001 1079.5035000000003 1077.3535000000002 151.97640000000001 7.2685350000000009 112.89350000000002 438.09750000000008 78.579000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 9 -9 -1 right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11 leaf_value=0.00083582065248433667 0.68731482684612277 -0.66170822470418866 0.5951465649604798 0.48568476159232005 -0.32066065244376663 -1.4239411876819754 1.1022124991416931 -0.049075673882734754 -0.75535655169259941 0.069601940477921356 leaf_weight=101125 24 31 20 35 48 27 20 917 42 1480 leaf_count=101125 24 31 20 35 48 27 20 917 42 1480 internal_value=0 0.000842459 0.00104049 0.000925907 0.00076223 -0.334672 0.0978315 0.00106993 -0.0800077 0.00182772 internal_weight=0 103745 103714 103694 103659 95 68 103564 959 102605 internal_count=103769 103745 103714 103694 103659 95 68 103564 959 102605 is_linear=0 shrinkage=0.01 Tree=767 num_leaves=21 num_cat=4 split_feature=2 0 2 5 1 26 22 25 24 7 25 24 26 0 26 0 26 26 1 26 split_gain=116109 805814 189664 170856 281863 328299 137863 98451.3 187852 82870 91385.6 1.08041e+06 827290 134057 134807 126781 52304.3 48705.5 559.34 2318 threshold=873.74500000000012 507.61050000000006 1432.0500000000002 25.210500000000007 9.2110000000000021 2022.5000000000002 524.87500000000011 0 1 1449.0631000000001 2 3 2022.5000000000002 1438.4900000000002 2022.5000000000002 883.10000000000014 2022.5000000000002 2022.5000000000002 17.426900000000007 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 1 2 9 1 2 2 2 2 2 2 2 2 left_child=6 2 3 4 5 -2 7 8 17 10 11 12 -9 15 -15 -12 -13 -1 19 -10 right_child=1 -3 -4 -5 -6 -7 -8 9 18 -11 13 16 -14 14 -16 -17 -18 -19 -20 -21 leaf_value=0.19227235182007746 1.2926126459370488 2.0477147059007121 -0.56358457937490114 0.91020706176757815 -0.85481682887444121 -0.39699583292007445 -0.72751516461372379 1.9458258739471435 -0.29480848621577027 -0.45941787245946053 0.0010430579888210734 -0.56772610405801049 0.15264359572023717 -1.129224644161406 -0.042411743927001949 0.35036817397062592 -0.19483427003771067 -0.080488649541512136 -0.37804858979724698 -0.35625226977518049 leaf_weight=134 23 22 43 27 26 23 26 50 128 39 102607 71 53 21 25 104 80 128 21 118 leaf_count=134 23 22 43 27 26 23 26 50 128 39 102607 71 53 21 25 104 80 128 21 118 internal_value=0 0.266861 -0.00904646 0.231814 -0.022584 0.447808 0.000570363 0.000753124 -0.134045 0.00145797 0.0016326 0.187447 0.932579 0.00115494 -0.538565 0.00139677 -0.347176 0.0568454 -0.316651 -0.324282 internal_weight=0 164 142 99 72 46 103605 103579 529 103050 103011 254 103 102757 46 102711 151 262 267 246 internal_count=103769 164 142 99 72 46 103605 103579 529 103050 103011 254 103 102757 46 102711 151 262 267 246 cat_boundaries=0 4 5 10 11 cat_threshold=1073741824 0 0 34 3473 0 0 0 131072 2147483680 2164 is_linear=0 shrinkage=0.01 Tree=768 num_leaves=19 num_cat=5 split_feature=2 12 4 0 22 11 25 24 1 25 24 0 0 2 2 1 24 1 split_gain=113799 894114 448905 485929 135119 128154 96391.5 184750 90783 89706.8 1.10621e+06 158709 106453 68888.9 171200 35190.4 24250.5 548.209 threshold=873.74500000000012 164.49524000000002 288.16557150000006 130.34875000000002 524.87500000000011 1429.7025000000001 0 1 61.090000000000011 2 3 1438.4900000000002 883.10000000000014 1054.5000000000002 1432.0500000000002 13.903 4 17.426900000000007 decision_type=2 2 2 2 2 2 9 1 2 9 1 2 2 2 2 2 1 2 left_child=4 2 3 8 5 6 7 16 13 10 -8 12 -11 -2 -15 -13 -1 -9 right_child=1 -3 -4 -5 -6 -7 9 17 -10 11 -12 15 -14 14 -16 -17 -18 -19 leaf_value=0.14835083634081023 -0.44441665506362915 2.2454487495422364 -1.4012284948825837 1.4589777877807617 -0.72023999956937945 -0.65274861578146615 0.93405221504338998 -0.32103870529954032 -0.66785139755769207 0.0010991114108831273 -0.35905409486219286 -0.34430582117151332 0.31967063322521388 0.79545740808759424 -0.30079728233403175 -0.89773736476898192 -0.039953259128889591 -0.37426810491652718 leaf_weight=132 20 20 20 25 26 30 104 246 22 102615 150 27 105 28 29 20 129 21 leaf_count=132 20 20 20 25 26 30 104 246 22 102615 150 27 105 28 29 20 129 21 internal_value=0 0.264192 -0.0109827 0.213251 0.000564659 0.000745593 0.000934922 -0.13257 -0.101327 0.00163187 0.185732 0.00115882 0.00142475 0.0605371 0.237714 -0.579809 0.057241 -0.313484 internal_weight=0 164 144 124 103605 103579 103549 528 99 103021 254 102767 102720 77 57 47 261 267 internal_count=103769 164 144 124 103605 103579 103549 528 99 103021 254 102767 102720 77 57 47 261 267 cat_boundaries=0 4 5 10 11 12 cat_threshold=1073741824 0 0 34 3473 0 0 0 131072 2147483680 2276 2320 is_linear=0 shrinkage=0.01 Tree=769 num_leaves=13 num_cat=1 split_feature=22 11 17 4 1 3 0 6 3 4 6 24 split_gain=114806 130773 69385.4 66189.1 221026 217243 242929 213715 88102.1 86375.7 367552 74101.2 threshold=550.81750000000011 1429.7025000000001 1336.3075000000001 522.5150000000001 765.46000000000015 211.376 316.39255000000009 206.28168000000002 1439.8675000000001 194.61300000000003 78.344250000000002 0 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 left_child=1 2 3 8 5 6 -5 -7 9 11 -11 -1 right_child=-2 -3 -4 4 -6 7 -8 -9 -10 10 -12 -13 leaf_value=-0.0098296072295079393 0.69252709070841478 -0.64859004151436594 0.58995476293563842 -0.017497193021812903 -1.0799980976270593 -0.065464346452192831 1.036332227786382 -1.0127848125639416 0.4648471990445765 -0.013632024949760114 0.41698440514305085 0.0074457614383859304 leaf_weight=42513 24 31 20 247 23 55 24 42 41 824 261 59664 leaf_count=42513 24 31 20 247 23 55 24 42 41 824 261 59664 internal_value=0 0.000812168 0.00100627 0.00089268 -0.12897 -0.0695308 0.0758309 -0.475644 0.00138421 0.00120019 0.089954 0.000257729 internal_weight=0 103745 103714 103694 391 368 271 97 103303 103262 1085 102177 internal_count=103769 103745 103714 103694 391 368 271 97 103303 103262 1085 102177 cat_boundaries=0 1 cat_threshold=2728 is_linear=0 shrinkage=0.01 Tree=770 num_leaves=29 num_cat=5 split_feature=25 4 2 2 9 24 4 5 4 2 2 6 9 24 5 11 24 12 7 25 12 10 7 4 13 4 26 26 split_gain=164279 168107 778031 221134 493227 256638 383500 271761 146042 136820 135792 517371 975416 247715 174224 158385 114697 106406 83066.4 79053.7 187109 119680 63895.1 66375.8 53585.9 16869.9 722.153 394.376 threshold=0 904.34825000000012 436.65050000000002 537.86000000000013 615.99125000000015 1 214.30459450000004 418.34600000000006 228.79300000000003 49.853800000000007 362.00600000000003 233.37814 27.114500000000003 2 101.80875000000002 1085.9700000000003 3 22.149000000000004 21.825000000000006 4 653.84225000000004 671.22124000000008 23.075750000000003 1468.3681000000001 82.428375000000017 1086.5100000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 1 2 2 9 2 2 2 2 2 2 2 2 left_child=16 3 9 10 5 6 18 8 -7 22 15 13 -13 14 -12 19 26 -17 -5 20 -2 -21 23 25 -15 -3 -1 -18 right_child=1 2 -4 4 -6 7 -8 -9 -10 -11 11 12 -14 24 -16 17 27 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=0.041465536689758303 0.02972605279396302 -0.079094532042741778 2.1205245899018785 -0.37691484474083958 1.2809654198288916 -0.30252309487601897 1.2658425560864535 -1.4559317435537065 -1.0915009422655459 -0.56026265440316037 0.64365595978426637 2.4828488810245806 -0.31283167719841004 -0.14238284698888368 -0.37592477497600374 -0.19354519590735436 -0.4412842023876351 -1.1233560953140258 0.3562210483551026 -0.0012163468093593104 0.97499740367844001 -0.35085685820907964 -0.28415087568759917 0.77459386208057412 -0.69279422211647035 0.28692025549271527 -0.011514274765790072 -0.47427512425023155 leaf_weight=50 7361 20 21 68 20 179 22 28 27 29 83 26 24 153 21 32 71 20 20 95197 21 98 20 25 20 34 53 74 leaf_count=50 7361 20 21 68 20 179 22 28 27 29 83 26 24 153 21 32 71 20 20 95197 21 98 20 25 20 34 53 74 internal_value=0 0.000850543 0.336501 0.000367045 -0.245676 -0.334435 0.0778562 -0.509788 -0.405933 0.0438095 0.00123609 0.204693 1.14092 0.0356988 0.399377 0.000588454 -0.2518 -0.551165 -0.210293 0.000867886 0.0323713 -0.00157575 0.22076 0.348585 -0.194757 0.151359 0.0129471 -0.428565 internal_weight=0 103569 149 103420 364 344 110 234 206 128 103056 327 50 277 104 102729 248 52 88 102677 7382 95295 99 79 173 54 103 145 internal_count=103817 103569 149 103420 364 344 110 234 206 128 103056 327 50 277 104 102729 248 52 88 102677 7382 95295 99 79 173 54 103 145 cat_boundaries=0 1 2 3 4 10 cat_threshold=1073741824 609 1051 2721 75497728 545292288 4480 139690282 2282242066 641 is_linear=0 shrinkage=0.01 Tree=771 num_leaves=29 num_cat=5 split_feature=25 4 0 2 9 24 4 0 2 6 9 24 1 11 5 24 1 12 8 2 25 12 10 5 1 26 26 26 split_gain=161010 164762 769978 216734 483412 251531 375868 317132 133090 507075 956005 242785 416355 155233 122279 112415 111273 104288 98777.3 84832 77480.5 183386 117299 72845.6 64055 62540.4 707.783 386.528 threshold=0 904.34825000000012 316.39255000000009 537.86000000000013 615.99125000000015 1 214.30459450000004 233.37814 362.00600000000003 233.37814 27.114500000000003 2 211.31080500000004 1085.9700000000003 196.58225000000002 3 383.96180000000004 22.149000000000004 89.607500000000016 4.402000000000001 4 653.84225000000004 671.22124000000008 318.54282000000006 8.0935000000000006 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 1 2 2 2 2 2 1 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 left_child=15 3 14 8 5 6 24 18 13 11 -11 12 -10 20 19 26 -13 -15 -7 25 21 -2 -22 -9 -5 -3 -1 -17 right_child=1 2 -4 4 -6 7 -8 23 9 10 -12 16 -14 17 -16 27 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 leaf_value=0.041050906562805176 0.02942879287121555 -0.4363462567329407 1.7356464405982726 -0.39734090752520806 1.2681557910442351 -0.22500905803159665 1.2531841109015727 -0.91796158299301611 0.11513868060456701 2.4580204668411842 -0.30970335880915328 -0.094891114724825504 1.6912963939848402 -0.19160974133759737 0.58555763549804685 -0.43687136059076009 -0.7937019097363508 -1.1121225554943086 -0.86187357113279151 -0.71432608326276137 -0.0012041832964162368 0.96524751129604525 -0.34734829996313366 -1.6827961833477019 0.17663388350914264 0.19576432290342119 -0.011399140168280112 -0.46953237513432633 leaf_weight=50 7361 24 31 59 20 152 22 33 83 26 24 146 21 32 25 71 27 20 29 24 95197 21 98 20 29 45 53 74 leaf_count=50 7361 24 31 59 20 152 22 33 83 26 24 146 21 32 25 71 27 20 29 24 95197 21 98 20 29 45 53 74 internal_value=0 0.000842038 0.333136 0.000363375 -0.24322 -0.33109 0.0770777 -0.50469 0.00122372 0.202646 1.12951 0.0353418 0.395384 0.00058257 -0.0353203 -0.249282 -0.192809 -0.545653 -0.327048 -0.202223 0.000859207 0.0320476 -0.00155999 -1.20658 -0.20819 -0.0241002 0.0128176 -0.424279 internal_weight=0 103569 149 103420 364 344 110 234 103056 327 50 277 104 102729 118 248 173 52 181 93 102677 7382 95295 53 88 69 103 145 internal_count=103817 103569 149 103420 364 344 110 234 103056 327 50 277 104 102729 118 248 173 52 181 93 102677 7382 95295 53 88 69 103 145 cat_boundaries=0 1 2 3 4 10 cat_threshold=1073741824 609 1051 2721 75497728 545292288 4480 139690282 2282242066 641 is_linear=0 shrinkage=0.01 Tree=772 num_leaves=23 num_cat=3 split_feature=25 4 2 2 9 24 4 5 3 4 2 16 5 5 24 11 2 1 26 5 26 26 split_gain=157805 161483 758379 212421 473792 246526 368388 262609 237984 142004 134751 118412 128037 114916 110178 103559 99748.9 62780.3 43122.6 26684.6 693.699 378.837 threshold=0 904.34825000000012 436.65050000000002 537.86000000000013 615.99125000000015 1 214.30459450000004 418.34600000000006 1439.8675000000001 228.79300000000003 49.853800000000007 518.28800000000012 165.05000000000004 13.08825 2 1429.7025000000001 362.00600000000003 8.0935000000000006 2022.5000000000002 22.173850000000005 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=14 3 10 8 5 6 17 9 11 -7 18 15 13 -13 20 16 -2 -5 -3 -20 -1 -16 right_child=1 2 -4 4 -6 7 -8 -9 -10 -11 -12 12 -14 -15 21 -17 -18 -19 19 -21 -22 -23 leaf_value=0.040640395927429199 0.00091950314767482388 0.48660608961775498 2.0911533791678294 -0.39336750096688838 1.2554742460250854 -0.29551850949752267 1.2406522586128927 -1.4296548657757897 0.81412952529059512 -1.0735101403130427 -0.55865437885810587 -0.29172716378848601 -0.92294277622149534 0.54303513252735136 -0.43250263509616049 -0.68469497528943157 0.17774935580603779 0.17486753924139614 0.19837380265905744 -0.24542512536048891 -0.011285159062585391 -0.46483704749394106 leaf_weight=50 102538 37 21 59 20 179 22 28 36 27 29 94 26 20 71 22 320 29 42 20 53 74 leaf_count=50 102538 37 21 59 20 179 22 28 36 27 29 94 26 20 71 22 320 29 42 20 53 74 internal_value=0 0.000833618 0.329804 0.000359741 -0.240787 -0.327779 0.0763069 -0.499643 0.00121149 -0.397488 0.0408332 0.000927416 -0.289701 -0.145278 -0.24679 0.00132291 0.00146964 -0.206108 0.216441 0.0552129 0.0126894 -0.420036 internal_weight=0 103569 149 103420 364 344 110 234 103056 206 128 103020 140 114 248 102880 102858 88 99 62 103 145 internal_count=103817 103569 149 103420 364 344 110 234 103056 206 128 103020 140 114 248 102880 102858 88 99 62 103 145 cat_boundaries=0 1 2 3 cat_threshold=1073741824 609 2721 is_linear=0 shrinkage=0.01 Tree=773 num_leaves=28 num_cat=2 split_feature=7 7 2 24 2 2 24 11 8 3 0 1 0 8 14 0 11 13 0 26 3 2 0 2 11 2 1 split_gain=143102 137276 885348 259930 222207 214408 292310 213431 182150 169935 167836 156853 162723 185699 113292 120965 105624 102935 100948 99652.1 93710.6 86679.5 63977.1 44741.9 41345.2 16401 7421.79 threshold=1449.0631000000001 359.98750000000001 654.54975000000002 0 277.77250000000009 537.86000000000013 1 162.92656050000002 72.196250000000006 1439.8675000000001 242.38250000000002 8.0935000000000006 354.51980000000003 34.483000000000004 78.557000000000002 205.86150000000001 1429.7025000000001 107.77596000000001 123.21700000000001 2022.5000000000002 888.10000000000014 381.19000000000005 42.221200000000003 9.2080380000000037 87.232957500000012 1054.5000000000002 85.820000000000022 decision_type=2 2 2 1 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=1 5 3 4 8 9 10 14 24 16 25 18 13 -13 15 -5 20 -10 19 -8 21 -1 -9 -22 -3 26 -7 right_child=-2 2 -4 7 -6 6 11 22 17 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 leaf_value=0.0001543373324540063 -0.57654820763441017 0.061189663865986996 1.8905354612214225 -0.04548595152887297 1.1871884801864625 -0.29757867503166202 -0.47603044683518619 -0.31446160888671876 0.85469568435760113 0.67802578462136764 -1.3558867934771948 -0.31854841867598094 1.1104653944969178 0.83782682464236302 -0.73939575815200809 0.71523026943206791 -0.6497194993972778 0.11648670641581217 -0.88372944164276124 0.12313150599173137 -0.17287215823712557 0.18584546775098834 -1.0446279407342276 -0.69186100157407615 -0.41555191948300318 -0.66683111092139935 -0.52624850432981141 leaf_weight=102504 43 136 28 162 25 40 46 20 51 37 28 41 20 21 20 24 25 30 20 70 46 252 30 26 21 29 22 leaf_count=102504 43 136 28 162 25 40 46 20 51 37 28 41 20 21 20 24 25 30 20 70 46 252 30 26 21 29 22 internal_value=0 0.000455204 0.158455 0.0650093 0.279703 -0.000382036 -0.252205 -0.160222 0.196131 0.000442771 -0.626229 -0.0184631 0.326136 0.0731271 -0.0242287 0.052671 0.00019902 0.581285 -0.227594 -0.114467 0.000357031 0.000609728 -0.752561 -0.360285 -0.00257832 -0.470535 -0.37872 internal_weight=0 103774 547 519 263 103227 337 256 238 102890 119 218 82 62 206 186 102853 81 136 116 102828 102756 50 72 157 91 62 internal_count=103817 103774 547 519 263 103227 337 256 238 102890 119 218 82 62 206 186 102853 81 136 116 102828 102756 50 72 157 91 62 cat_boundaries=0 1 2 cat_threshold=1396 3096 is_linear=0 shrinkage=0.01 Tree=774 num_leaves=17 num_cat=2 split_feature=25 4 0 22 5 24 3 3 5 16 8 4 3 4 4 0 split_gain=154567 158010 749506 121456 119930 108017 89077.2 102594 159848 71239.6 105694 71410.9 26239.1 16510.9 38506.5 4079.6 threshold=0 904.34825000000012 316.39255000000009 550.81750000000011 196.58225000000002 1 1439.8675000000001 888.10000000000014 174.00500000000002 518.28800000000012 302.94500000000005 106.765 55.162000000000006 1086.5100000000002 1468.3681000000001 7.2685350000000009 decision_type=9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=5 3 4 6 12 -1 7 9 15 11 -11 -2 13 -3 -15 -9 right_child=1 2 -4 -5 -6 -7 -8 8 -10 10 -12 -13 -14 14 -16 -17 leaf_value=0.012659756367185476 -0.00035496890191240733 -0.3408944772680601 1.7099783731275988 -0.77885312843322752 0.5775982635498047 -0.41578135999652643 0.46094209659667246 -0.026727139923883522 -1.0154213195800781 -0.1097755652666092 -0.87693988777342302 0.054895016415382976 -0.4956134391867596 0.25790654989389272 -0.30380619624386668 -0.19229374885559083 leaf_weight=103 100725 21 31 20 25 145 42 46 25 124 21 2395 23 26 23 22 leaf_count=103 100725 21 31 20 25 145 42 46 25 124 21 2395 23 26 23 22 internal_value=0 0.000822926 0.326238 0.000354172 -0.0372874 -0.244246 0.000504889 0.000317788 -0.331671 0.000616776 -0.220882 0.000928232 -0.202579 -0.106297 -0.00575454 -0.0802928 internal_weight=0 103569 149 103420 118 248 103400 103358 93 103265 145 103120 93 70 49 68 internal_count=103817 103569 149 103420 118 248 103400 103358 93 103265 145 103120 93 70 49 68 cat_boundaries=0 1 2 cat_threshold=1073741824 2721 is_linear=0 shrinkage=0.01 Tree=775 num_leaves=15 num_cat=6 split_feature=11 10 25 25 24 22 24 4 5 25 0 7 10 24 split_gain=238487 647855 219226 159710 666092 118386 99202.1 89555.8 111864 83502.8 221062 132361 71215.4 3233.71 threshold=1085.9700000000003 103.61850000000001 0 1 2 524.87500000000011 3 904.34825000000012 284.54000000000008 4 748.92250000000013 391.72750000000002 63.970000000000006 5 decision_type=2 2 9 9 1 2 1 2 2 9 2 2 2 1 left_child=2 -2 -1 4 -4 7 -6 9 12 10 -5 -11 -9 -8 right_child=1 -3 3 5 6 -7 13 8 -10 11 -12 -13 -14 -15 leaf_value=-0.39381603648754915 -0.176507268688258 2.0916929140090943 0.80815063053180303 -0.02434791260474338 0.18593350490514379 -0.6096449442207813 -0.088196840428594339 -0.28680696818523294 0.29627010004861015 0.0013332101736151045 -0.64343551257560994 0.19871523270072125 -0.95233297920227045 -0.19401947980856193 leaf_weight=132 34 20 116 10386 127 32 124 82 28 91757 58 341 20 126 leaf_count=132 34 20 116 10386 127 32 124 82 28 91757 58 341 20 126 internal_value=0 0.663567 -0.00116819 -0.000627733 0.177127 -0.00149815 -0.0328996 -0.00130876 -0.26361 -0.000976219 -0.0277594 0.00206381 -0.417302 -0.146942 internal_weight=0 54 103329 103197 493 102704 377 102672 130 102542 10444 92098 102 250 internal_count=103383 54 103329 103197 493 102704 377 102672 130 102542 10444 92098 102 250 cat_boundaries=0 4 9 10 11 17 18 cat_threshold=0 0 0 131072 1073741824 0 4096 138412296 2147483680 76 3328 134348864 604014594 139790088 1116753922 4196544 48 545 is_linear=0 shrinkage=0.01 Tree=776 num_leaves=18 num_cat=4 split_feature=11 25 25 22 1 4 5 25 3 0 0 3 25 26 7 26 26 split_gain=233741 215170 156782 116031 106532 87773.6 109638 82054.5 331944 216688 65279.5 61571.8 61529.6 96039.4 37034.4 25507.5 13911.3 threshold=1085.9700000000003 0 1 524.87500000000011 4.1470000000000011 904.34825000000012 284.54000000000008 2 1439.8675000000001 748.92250000000013 143.73850000000002 5.0070000000000006 3 2022.5000000000002 10.195000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 9 2 2 2 2 9 2 2 2 2 9 2 2 2 2 left_child=1 16 4 5 11 7 10 9 -9 -4 -7 12 15 -14 -2 -3 -1 right_child=14 2 3 -5 -6 6 -8 8 -10 -11 -12 -13 13 -15 -16 -17 -18 leaf_value=-0.52237141148158994 0.45607669921482313 0.62766000921075993 -0.024077931754230408 -0.60354849882423878 -0.43164242285269278 -0.27662733949437923 0.29330742835998536 0.0017309882440617176 1.1106871230513962 -0.63700115203857421 -0.88198362308999767 -0.25842481264701256 -0.012194813738571356 0.33378822746533382 0.99838382273912429 0.33400596439838409 -0.31705344328826124 leaf_weight=66 34 55 10442 32 27 79 28 92015 27 58 23 26 163 158 20 64 66 leaf_count=66 34 55 10442 32 27 79 28 92015 27 58 23 26 163 158 20 64 66 internal_value=0 -0.0011562 -0.000620766 -0.00148317 0.175497 -0.00129567 -0.260974 -0.000966457 0.00205607 -0.0274375 -0.413129 0.214441 0.242383 0.153326 0.656931 0.433315 -0.390155 internal_weight=0 103329 103197 102704 493 102672 130 102542 92042 10500 102 466 440 321 54 119 132 internal_count=103383 103329 103197 102704 493 102672 130 102542 92042 10500 102 466 440 321 54 119 132 cat_boundaries=0 4 9 15 20 cat_threshold=0 0 0 131072 1073741824 0 4096 138412296 2147483680 134348864 604022786 139790088 1116753922 6293696 48 0 0 0 0 2147483680 is_linear=0 shrinkage=0.01 Tree=777 num_leaves=17 num_cat=5 split_feature=11 10 25 25 24 22 24 25 17 11 3 11 26 26 26 26 split_gain=229089 633602 210888 153662 654048 113722 97544.7 77238.1 189274 197976 159822 136500 33612.5 32342.7 13634.5 1100.51 threshold=1085.9700000000003 103.61850000000001 0 1 2 524.87500000000011 3 4 532.11625000000015 149.49650000000003 1439.8675000000001 362.00600000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 9 1 2 1 9 2 2 2 2 2 2 2 2 left_child=2 -2 14 4 12 7 15 8 9 -5 11 -9 -4 -8 -1 -6 right_child=1 -3 3 5 6 -7 13 10 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.51714769969835428 -0.18041948754997816 2.06269020652771 0.69169167688914712 -0.020686558724746541 0.22727242469787598 -0.59751300923526285 -0.27166049001117548 0.0010033348083487343 0.84442804393768311 -0.30065463170524714 0.73168838755289711 0.22618606557669463 1.0323428722123305 -0.043995570824696469 -0.31388290728809259 0.16838181407635031 leaf_weight=66 34 20 56 12019 62 32 120 90070 25 258 30 270 60 130 66 65 leaf_count=66 34 20 56 12019 62 32 120 90070 25 258 30 270 60 130 66 65 internal_value=0 0.650362 -0.00114464 -0.000614559 0.173742 -0.00146834 -0.0343229 -0.00128271 -0.0247799 -0.0265701 0.00191847 0.00167634 0.79901 -0.14738 -0.386254 0.182742 internal_weight=0 54 103329 103197 493 102704 377 102672 12302 12277 90370 90340 116 250 132 127 internal_count=103383 54 103329 103197 493 102704 377 102672 12302 12277 90370 90340 116 250 132 127 cat_boundaries=0 4 9 10 11 17 cat_threshold=0 0 0 131072 1073741824 0 4096 138412296 2147483680 76 3328 134348864 604088322 135595784 1116753922 6293696 48 is_linear=0 shrinkage=0.01 Tree=778 num_leaves=12 num_cat=0 split_feature=11 10 22 4 7 7 17 2 0 26 0 split_gain=224530 620993 111579 86321.5 69560.7 82015.2 341929 214950 87480.8 152426 118083 threshold=1085.9700000000003 103.61850000000001 524.87500000000011 1468.3681000000001 1449.0631000000001 286.84000000000009 463.09500000000008 381.19000000000005 1438.4900000000002 2022.5000000000002 658.11750000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 8 7 -7 10 -10 -1 right_child=1 -3 -4 -5 -6 6 -8 -9 9 -11 -12 leaf_value=-0.0010597008248612399 -0.17861529388848474 2.042063264846802 -0.5915378791093826 -0.44378394805572252 -0.4342756972039068 0.12673323668149952 1.396242215156555 -0.48671092858390202 -0.10423404960632324 1.0370586229454388 -0.24248127863324923 leaf_weight=102271 34 20 32 44 37 612 20 63 25 22 203 leaf_count=102271 34 20 32 44 37 612 20 63 25 22 203 internal_value=0 0.643858 -0.0011332 -0.000950297 -0.000761589 -0.000606186 0.107659 0.0694784 -0.00134012 0.429988 -0.00153795 internal_weight=0 54 103329 103297 103253 103216 695 675 102521 47 102474 internal_count=103383 54 103329 103297 103253 103216 695 675 102521 47 102474 is_linear=0 shrinkage=0.01 Tree=779 num_leaves=17 num_cat=0 split_feature=22 13 7 4 7 17 4 2 2 12 12 0 8 2 6 22 split_gain=113219 498302 109483 90256.3 85161.1 415572 339384 273437 416742 72756.7 210746 92409 375384 102881 62568.7 10315.7 threshold=341.75500000000005 54.026500000000006 1449.0631000000001 1468.3681000000001 359.98750000000001 125.05250000000002 173.30025000000003 408.041 266.22500000000008 1040.4400000000003 1362.4500000000003 594.30750000000012 78.344250000000002 381.19000000000005 233.37814 524.87500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 15 3 4 9 7 -7 8 -6 11 -11 13 -13 -1 -9 -2 right_child=1 -3 -4 -5 5 6 -8 14 -10 10 -12 12 -14 -15 -16 -17 leaf_value=-0.0016981426586495842 -0.035334624377163976 1.6838109804335097 -0.52411946950852872 -0.45366221712394195 0.04728569039245592 0.081093823259527034 1.7543046763208179 -1.0627216612208974 1.491544796569007 1.0812099688986074 -0.23288579837634016 -0.020222009420394899 -0.96753463926315308 0.13772749713096852 -0.35007646952356608 -0.34156907341697001 leaf_weight=101816 22 21 40 44 411 22 27 22 21 23 26 256 50 532 28 22 leaf_count=101816 22 21 40 44 411 22 27 22 21 23 26 256 50 532 28 22 internal_value=0 0.416433 -0.00105082 -0.000848233 -0.000655237 0.125659 1.00307 0.0364623 0.117493 -0.00130831 0.383935 -0.0014922 -0.175012 -0.000973415 -0.66364 -0.188452 internal_weight=0 65 103318 103278 103234 531 49 482 432 102703 49 102654 306 102348 50 44 internal_count=103383 65 103318 103278 103234 531 49 482 432 102703 49 102654 306 102348 50 44 is_linear=0 shrinkage=0.01 Tree=780 num_leaves=27 num_cat=1 split_feature=2 16 6 11 7 2 2 2 26 2 11 12 11 12 9 15 7 9 3 25 26 6 9 9 26 11 split_gain=143225 809523 353513 142457 197664 244038 187765 136057 111911 123115 95984.7 175588 92008.5 79283.2 76184.9 111428 92363.9 81287.9 72814.7 68619.5 284641 81681.5 47231.4 3875.14 2369.67 108.159 threshold=873.74500000000012 53.84040000000001 193.04400000000001 559.42150000000004 32.041442500000009 86.997000000000014 176.76250000000002 1432.0500000000002 2022.5000000000002 1054.5000000000002 483.06600000000009 213.02345 522.5150000000001 168.86500000000004 615.99125000000015 264.3250000000001 391.72750000000002 551.9285000000001 14.451000000000002 0 2022.5000000000002 1424.6500000000003 674.95100000000014 5.0070000000000006 2022.5000000000002 901.21050000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=3 2 7 10 5 13 18 8 9 -2 14 12 -12 23 17 16 22 19 -6 20 -1 -21 -16 25 -9 -5 right_child=1 -3 -4 4 6 -7 -8 24 -10 -11 11 -13 -14 -15 15 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 leaf_value=0.56345991975010035 0.31461368370056153 2.1799509091377258 -0.99817224008065686 -0.10572000811781201 -0.60835416804861142 0.99112442493438724 -1.2822062095006308 -0.26391843414306643 0.11756175935268402 1.4108959888276598 0.48232506599426272 1.1620085442066193 -0.37561882514953615 -0.7789737280607224 -0.60349704654266445 0.51073824405670165 -0.91675167024135595 0.49629723433292272 0.18773466587066651 -0.00063498465414083254 -0.18917743347734214 0.46930156424238872 -0.12151153035629961 0.039349360942840576 -0.11508556220842446 -0.13040741913848453 leaf_weight=101 20 20 27 35 27 20 30 20 37 21 25 20 25 20 24 20 20 33 20 102663 100 37 133 20 23 36 leaf_count=101 20 20 27 35 27 20 30 20 37 21 25 20 25 20 24 20 20 33 20 102663 100 37 133 20 23 36 internal_value=0 0.29163 0.0364519 -0.000588102 -0.262028 -0.025686 -0.664118 0.267318 0.516293 0.876124 -6.11734e-05 0.370112 0.0533531 -0.208895 -0.000312428 -0.196778 -0.276723 6.35771e-05 -0.269593 -9.55633e-05 0.180055 -0.000465634 -0.195191 -0.0836031 -0.18431 -0.118238 internal_weight=0 168 148 103409 208 131 77 121 78 41 103201 70 50 111 103131 197 177 102934 47 102901 201 102700 157 91 43 71 internal_count=103577 168 148 103409 208 131 77 121 78 41 103201 70 50 111 103131 197 177 102934 47 102901 201 102700 157 91 43 71 cat_boundaries=0 5 cat_threshold=0 0 4096 131072 2147483648 is_linear=0 shrinkage=0.01 Tree=781 num_leaves=11 num_cat=3 split_feature=22 22 12 16 3 1 25 24 25 3 split_gain=123920 243625 97237.8 142040 93380.2 243246 78938.4 659324 54867.6 8469.91 threshold=592.37750000000005 465.57500000000005 1362.4500000000003 1079.5035000000003 1077.3535000000002 11.157000000000002 0 1 2 1439.8675000000001 decision_type=2 2 2 2 2 2 9 1 9 2 left_child=1 2 3 4 6 9 7 -1 -8 -6 right_child=-2 -3 -4 -5 5 -7 8 -9 -10 -11 leaf_value=0.71167801466659986 -0.76821274553026475 1.1036234617233276 -0.60020868232956637 0.63692588097708569 -0.52894603068764146 0.41961408317089083 0.015175411328088573 -0.34654212239850313 -0.0037688450025463809 -0.74930486794674045 leaf_weight=108 21 20 27 35 37 32 18655 110 84499 33 leaf_count=108 21 20 27 35 37 32 18655 110 84499 33 internal_value=0 4.2774e-05 -0.000170404 -1.3886e-05 -0.00022933 -0.302651 6.90775e-05 0.185934 -0.000341711 -0.632829 internal_weight=0 103556 103536 103509 103474 102 103372 218 103154 70 internal_count=103577 103556 103536 103509 103474 102 103372 218 103154 70 cat_boundaries=0 5 6 12 cat_threshold=0 0 4096 134348800 2147483648 1764 540017920 818152064 590344 11612456 150994980 769 is_linear=0 shrinkage=0.01 Tree=782 num_leaves=24 num_cat=1 split_feature=2 16 4 11 4 26 16 4 5 3 6 17 24 16 3 1 12 26 12 26 0 11 1 split_gain=140319 792872 459027 139733 206771 120735 106136 113985 94709.1 366860 381583 263465 229161 198960 162756 116110 104480 90151.8 82346.5 77869.6 75365.1 50671.1 4563.91 threshold=873.74500000000012 53.84040000000001 341.416 559.42150000000004 553.21400000000006 2022.5000000000002 15.588750000000003 44.982900000000008 26.741000000000003 1077.3535000000002 1070.9310000000003 532.11625000000015 0 1079.5035000000003 1077.3535000000002 1449.0631000000001 1040.4400000000003 2022.5000000000002 189.18140000000002 2022.5000000000002 130.34875000000002 1429.7025000000001 0.45700000000000007 decision_type=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 5 8 6 20 7 18 13 10 11 12 -10 14 15 16 -1 -17 21 -16 -2 -5 -7 right_child=1 -3 -4 4 -6 22 -8 -9 9 -11 -12 -13 -14 -15 19 17 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.0022934504764473081 0.34432850315457303 2.1574571275711061 -1.1702556190123925 0.041319323144853114 -1.2003690374465217 0.02711257206766229 -0.66850414232774213 0.46754083927939916 -0.071037631599215931 1.3904189376831055 1.2667049575805664 0.91975925640626388 0.064013954752163107 -0.86075539553606961 -0.81561418787070683 0.049691859245300292 0.51539748894862636 0.98780320394606824 -0.77413928920030606 -0.15762998271632839 1.0668307833238082 -0.52143689596652987 -0.15951501643657684 leaf_weight=96961 42 20 26 80 21 38 33 34 1782 20 25 33 4201 27 35 20 39 21 20 37 22 20 20 leaf_count=96961 42 20 26 80 21 38 33 34 1782 20 25 33 4201 27 35 20 39 21 20 37 22 20 20 internal_value=0 0.288658 0.0361176 -0.000580635 -0.259509 0.293214 -0.153851 -0.0435688 -5.87675e-05 0.0382926 0.0338161 0.0286927 0.0237779 -0.00245168 -0.00221305 -0.00186042 -0.00208531 0.530188 -0.188383 -0.477483 0.592689 -0.0712319 -0.0372418 internal_weight=0 168 148 103409 208 122 187 154 103201 6061 6041 6016 5983 97140 97113 97041 97000 41 120 72 64 100 58 internal_count=103577 168 148 103409 208 122 187 154 103201 6061 6041 6016 5983 97140 97113 97041 97000 41 120 72 64 100 58 cat_boundaries=0 1 cat_threshold=2184 is_linear=0 shrinkage=0.01 Tree=783 num_leaves=18 num_cat=1 split_feature=22 22 11 24 10 0 13 6 11 12 11 5 16 6 16 3 11 split_gain=121086 238467 99345.3 228356 169014 121848 99044.2 107686 95607.7 172935 92021 80164.5 349968 240984 185375 98202.2 16232.9 threshold=592.37750000000005 465.57500000000005 559.42150000000004 0 155.79400000000004 272.97600000000006 26.154750000000003 41.685000000000009 483.06600000000009 194.28500000000005 522.5150000000001 26.741000000000003 799.08500000000015 1070.9310000000003 1079.5035000000003 1077.3535000000002 901.21050000000014 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 5 16 6 7 -4 11 10 -10 14 13 -13 15 -1 -5 right_child=-2 -3 3 4 -6 -7 -8 -9 9 -11 -12 12 -14 -15 -16 -17 -18 leaf_value=-0.0016679085085610492 -0.75937641807964873 1.091878574371338 -0.10795363500714303 -0.13042393544140984 -1.1391827252932958 0.83167552399635314 -0.65162626415491109 0.76541645401716241 0.47715122737884519 1.1560017969608307 -0.3897427864869436 0.026440550122492787 1.3558796908855439 0.92492398866017667 -0.84644604756281927 -0.35893041323918801 -0.43721939478601729 leaf_weight=97068 21 20 48 34 35 20 20 20 25 20 24 6034 20 30 26 77 35 leaf_count=97068 21 20 48 34 35 20 20 20 25 20 24 6034 20 30 26 77 35 internal_value=0 4.35844e-05 -0.000167325 -0.21642 -0.522881 0.116335 -0.0330224 0.14892 0.000276381 0.372391 0.0525501 2.7716e-05 0.0352412 0.0308856 -0.00217705 -0.00195109 -0.286045 internal_weight=0 103556 103536 212 104 108 88 68 103324 69 49 103255 6084 6064 97171 97145 69 internal_count=103577 103556 103536 212 104 108 88 68 103324 69 49 103255 6084 6064 97171 97145 69 cat_boundaries=0 1 cat_threshold=311 is_linear=0 shrinkage=0.01 Tree=784 num_leaves=29 num_cat=1 split_feature=2 7 26 2 0 11 4 7 2 2 2 11 12 5 24 3 1 0 1 10 16 4 9 11 9 6 11 11 split_gain=137452 786036 194950 175752 171138 134782 202388 132904 187113 98897.5 97269.8 91850.2 168930 101518 600386 515913 660336 256854 216774 237917 140414 161783 122787 88630.4 67325.3 43407.4 19063.4 9912.38 threshold=873.74500000000012 326.45950000000005 2022.5000000000002 1432.0500000000002 134.23250000000004 559.42150000000004 553.21400000000006 25.506607500000005 35.548000000000009 1054.5000000000002 176.76250000000002 483.06600000000009 213.02345 388.83500000000009 0 106.765 227.56250000000003 354.51980000000003 297.44000000000005 228.79300000000003 1079.5035000000003 1468.3681000000001 615.99125000000015 522.5150000000001 2.5075000000000003 187.61750000000004 1085.9700000000003 796.68750000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 9 -4 11 7 8 26 -2 24 13 23 20 15 17 -17 -15 19 -16 21 22 -1 -13 -9 -20 27 -7 right_child=1 -3 4 -5 -6 6 -8 10 -10 -11 -12 12 -14 14 18 16 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=-0.00011753621803544412 0.27480270427206288 2.0031546866375467 -0.052520811642919274 -0.33957952152598986 -1.1301528482437133 -0.13661862332480296 -1.1857064674014137 -0.59952533965525423 0.90467219616685601 1.1924422407150268 -1.0362229989922564 0.47237973823547363 1.1387903509140014 0.071051991287933061 -0.19114187100940214 1.8883323903878531 -0.066504612675419558 1.2448693535441444 -0.56110957752574575 0.92882327760968897 -0.65321096246892751 -0.67105794119338202 -0.26598857666826109 -0.36966739578247071 0.19378737425804141 -1.2048045549392701 -0.3100174835167433 0.11839827149002641 leaf_weight=102367 23 23 56 22 20 35 21 23 21 24 23 25 20 166 196 48 27 21 22 21 33 36 174 25 20 20 38 27 leaf_count=102367 23 23 56 22 20 35 21 23 21 24 23 25 20 166 196 48 27 21 22 21 33 36 174 25 20 20 38 27 internal_value=0 0.285694 0.0132697 0.398092 -0.336108 -0.000573604 -0.254874 -0.150342 0.04655 0.743385 -0.51131 -6.1066e-05 0.362052 -0.000306849 0.138929 0.466107 1.18459 0.202871 -0.202227 -0.0827581 -0.00101382 -0.000804 -0.000568688 0.0513562 -0.230543 -0.867631 -0.133656 -0.0255629 internal_weight=0 168 145 69 76 103409 208 187 121 47 66 103201 70 103131 521 262 75 187 259 217 102610 102577 102541 50 43 42 100 62 internal_count=103577 168 145 69 76 103409 208 187 121 47 66 103201 70 103131 521 262 75 187 259 217 102610 102577 102541 50 43 42 100 62 cat_boundaries=0 1 cat_threshold=3680 is_linear=0 shrinkage=0.01 Tree=785 num_leaves=21 num_cat=6 split_feature=25 12 22 1 9 1 12 11 24 25 25 3 25 24 0 26 9 13 12 26 split_gain=373326 129455 303888 217300 142614 113641 103788 96550.9 95164.4 415969 286828 255357 230468 95780.3 78562.3 58504.5 28180.1 6835.47 3005.09 239.705 threshold=0 521.05947000000003 550.81750000000011 52.897896500000009 361.71125000000001 315.17050000000006 448.18200000000007 228.79300000000003 1 2 3 1439.8675000000001 4 5 28.693750000000005 2022.5000000000002 57.868500000000004 22.050000000000004 653.84225000000004 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 1 9 9 2 9 1 2 2 2 2 2 2 left_child=15 2 6 7 5 -5 8 16 9 13 19 -12 -11 -2 -8 -1 17 18 -3 -10 right_child=1 3 -4 4 -6 -7 14 -9 10 12 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=-0.66571271949344213 0.60671782034246824 -0.12561018250606679 1.2323302292823792 -0.55218445487644363 -0.20147811964938517 -1.5696512474332536 0.14814530876704626 0.4223027419259674 -0.45748359704017638 0.050572835203744448 -0.0069101356839256483 0.91589213148752846 -0.006749594095468007 0.17830772855542076 0.93381403493881221 -0.30573333770328875 -0.4973329221755266 -0.22491079162668301 0.0048593979372697719 -0.48344838172197341 leaf_weight=81 128 27 20 23 38 21 35 38 80 9852 68517 30 24284 132 20 102 20 27 51 64 leaf_count=81 128 27 20 23 38 21 35 38 80 9852 68517 30 24284 132 20 102 20 27 51 64 internal_value=0 -0.000750645 -0.000205454 -0.230345 -0.650233 -1.03779 -0.000444451 -0.0191128 -0.000676157 0.0128995 -0.00747477 -0.00650532 0.00980421 0.403877 0.433843 -0.440972 -0.153303 -0.0877737 -0.0403031 -0.438567 internal_weight=0 103407 103162 245 82 44 103142 163 103087 34396 68691 68547 34136 260 55 183 125 105 78 144 internal_count=103590 103407 103162 245 82 44 103142 163 103087 34396 68691 68547 34136 260 55 183 125 105 78 144 cat_boundaries=0 5 6 11 13 18 19 cat_threshold=0 0 0 131072 2147483648 51 0 536903680 0 2 16 0 536870912 552714752 33571360 285213352 302024193 50929736 3 is_linear=0 shrinkage=0.01 Tree=786 num_leaves=25 num_cat=5 split_feature=25 6 25 4 9 24 5 4 9 8 5 6 11 0 6 11 12 11 25 24 0 6 26 12 split_gain=365898 154809 657389 1.53009e+06 373459 302353 187364 209554 340569 173987 158565 132337 113964 106901 101103 97124 94307.4 107376 92983.4 221012 85980.8 80535 57340.3 13772 threshold=0 228.27997500000004 1 483.06600000000009 287.97507150000007 2 606.07650000000001 194.61300000000003 3.1386600000000007 199.56750000000002 476.36400000000003 254.50300000000001 1429.7025000000001 538.27200000000016 673.95850000000007 4.4150000000000009 1040.4400000000003 1085.9700000000003 3 4 1438.4900000000002 1070.9310000000003 2022.5000000000002 1362.4500000000003 decision_type=9 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 left_child=22 12 3 4 11 6 7 9 -9 -4 13 -3 16 21 -13 -12 17 18 19 -2 -20 -7 -1 -18 right_child=1 2 5 -5 -6 10 -8 8 -10 -11 15 14 -14 -15 -16 -17 23 -19 20 -21 -22 -23 -24 -25 leaf_value=-0.65905559523514035 0.31306316325913613 0.89327438314755758 0.10599709060954882 3.1842725358690536 1.6104868148622058 -0.13509351378135467 1.0202241477966307 1.1484171713953433 -0.17144695082131556 -0.57624656167141231 -1.2467592257545108 -0.024818045245483519 -0.70584495565165639 0.53217589585677438 0.62910745994798067 -0.34711104801722931 -0.62455237181290335 0.7133444369690759 -0.00079016916229046293 -0.11220370158553124 0.42254438168058789 -0.78764018058776852 -0.30267600311075937 -0.28211811214685439 leaf_weight=81 124 24 286 21 21 348 25 46 34 43 21 128 23 23 29 28 23 21 100578 1469 48 20 102 24 leaf_count=81 124 24 286 21 21 348 25 46 34 43 21 128 23 23 29 28 23 21 100578 1469 48 20 102 24 internal_value=0 -0.000742337 0.11742 0.588824 0.34815 -0.00948664 0.175766 0.128446 0.587475 0.0168285 -0.192059 0.201691 -0.00200938 -0.129221 0.0959707 -0.732675 -0.00185112 -0.00164525 -0.00179214 -0.0773542 -0.000588174 -0.170558 -0.436562 -0.449692 internal_weight=0 103407 1097 223 202 874 434 409 80 329 440 181 102310 391 157 49 102287 102240 102219 1593 100626 368 183 47 internal_count=103590 103407 1097 223 202 874 434 409 80 329 440 181 102310 391 157 49 102287 102240 102219 1593 100626 368 183 47 cat_boundaries=0 5 11 12 18 19 cat_threshold=0 0 0 131072 2147483648 0 0 512 0 8260 1024 1842 0 536870912 4114 67141632 0 1 2 is_linear=0 shrinkage=0.01 Tree=787 num_leaves=25 num_cat=6 split_feature=25 6 20 24 5 12 6 1 10 12 8 12 2 0 24 24 25 25 11 5 10 2 4 6 split_gain=358617 152644 679780 236080 659590 227405 198652 224782 501843 137274 250200 108168 98922 453659 334906 94322.8 476316 232972 82593.3 182912 108689 79962.4 67495.3 12639.9 threshold=0 450.66846000000004 38.592000000000006 1 260.7501875000001 23.820000000000004 1424.6500000000003 28.693750000000005 4.4150000000000009 521.05947000000003 483.25025000000005 482.25000000000006 590.51250000000016 658.11750000000018 2 3 4 5 228.79300000000003 43.422500000000007 133.55700000000004 132.27250000000004 53.282000000000004 550.73124000000007 decision_type=9 2 2 1 2 2 2 2 2 2 2 2 2 2 1 1 9 9 2 2 2 2 2 2 left_child=-1 9 3 4 5 23 7 21 -9 11 18 12 15 14 -14 16 -2 -17 20 -20 22 -5 -11 -3 right_child=1 2 -4 6 -6 -7 -8 8 -10 10 -12 -13 13 -15 -16 17 -18 -19 19 -21 -22 -23 -24 -25 leaf_value=-0.43219632398279217 0.598195215675278 0.00032492542266845703 1.7847604598999025 -0.1250231310877071 1.934164196586609 0.94811865785847549 -0.89444059665386488 1.0173370247873768 -0.30390230985064259 -0.24826235426948048 -1.2643597394769841 0.68468679925669795 0.46621892151133765 1.5015030527114868 -0.2430954136931972 -0.092121594425449219 0.009490024811639056 -0.0043932856997458076 0.8557717617568763 -0.45183349314332005 -0.8988416347449476 -0.76876000144264922 0.34006540536880492 -0.30181480211681794 leaf_weight=183 128 20 25 157 25 23 26 58 57 104 22 23 106 24 147 3165 34089 65052 23 20 22 22 24 45 leaf_count=183 128 20 25 157 25 23 26 58 57 104 22 23 106 24 147 3165 34089 65052 23 20 22 22 24 45 internal_value=0 -0.00073472 0.181421 0.0888498 0.460046 0.0935405 -0.05489 0.017489 0.362462 -0.00154517 -0.253963 -0.00101691 -0.00117046 0.18755 0.0629068 -0.0016808 0.0118664 -0.00847644 -0.138788 0.247583 -0.249548 -0.204142 -0.137951 -0.208849 internal_weight=0 103407 458 433 113 88 320 294 115 102949 215 102734 102711 277 253 102434 34217 68217 193 43 150 179 128 65 internal_count=103590 103407 458 433 113 88 320 294 115 102949 215 102734 102711 277 253 102434 34217 68217 193 43 150 179 128 65 cat_boundaries=0 5 6 7 8 13 18 cat_threshold=0 0 0 131072 2147483648 1122 1252 51 0 536870912 0 0 16 1048576 536920064 18 104890890 66576 is_linear=0 shrinkage=0.01 Tree=788 num_leaves=29 num_cat=5 split_feature=25 6 25 7 9 24 2 2 7 2 7 0 3 11 1 1 8 10 19 4 25 2 3 24 2 26 4 0 split_gain=351851 150004 642256 1.89519e+06 450115 294278 284570 417627 557590 206859 118260 117502 132755 111396 98464.9 87071.1 84642.5 325495 170284 145611 95423.5 113705 265449 86236.1 64940.7 56199.2 55243.6 47626.7 threshold=0 228.27997500000004 1 369.57140000000004 287.97507150000007 2 537.86000000000013 22.333736000000005 8.3370000000000015 221.81325000000004 440.98528000000005 538.27200000000016 383.96180000000004 1429.7025000000001 233.37814 198.78000000000003 483.25025000000005 483.25025000000005 97.362500000000026 214.30459450000004 3 747.71500000000015 383.96180000000004 4 214.51943450000005 2022.5000000000002 255.87150000000005 64.599000000000004 decision_type=9 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 left_child=25 13 3 4 9 6 7 14 -9 15 11 12 -7 16 -4 -3 20 18 19 -18 26 23 -23 -22 -12 -1 27 -2 right_child=1 2 5 -5 -6 10 -8 8 -10 -11 24 -13 -14 -15 -16 -17 17 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 leaf_value=-0.64814306459309134 -0.078113479637853256 0.068896643935687965 0.085214236755027137 3.3260882551773734 1.6110283839184305 -0.23890018397699234 -0.78001263075861438 1.6792608279716676 0.26473443102562566 0.8807186387379965 -1.0738605962287298 0.56932342789389867 0.44426969943508027 -0.69783402556958407 -0.58500182770192621 -0.62660903022402803 -0.26123451801161696 -1.4070951099395752 0.8039856357574463 0.477113884956606 0.015344285658946391 0.10710916960940642 1.3150942075820198 -0.0060074793619107874 -0.28653042459487915 -0.29532728006734571 0.42459667500995452 -0.34071041512162714 leaf_weight=81 1282 126 253 23 23 345 29 41 87 30 22 22 31 23 24 21 193 20 20 31 25258 136 21 75232 20 102 21 73 leaf_count=81 1282 126 253 23 23 345 29 41 87 30 22 22 31 23 24 21 193 20 20 31 25258 136 21 75232 20 102 21 73 internal_value=0 -0.000726663 0.115587 0.581534 0.294987 -0.00983965 0.172929 0.245434 0.717825 0.123976 -0.189953 -0.141013 -0.182575 -0.00197389 0.027145 -0.0304613 -0.00181742 -0.180644 -0.0801148 -0.159052 -0.00135468 -0.000219672 0.268687 -0.000639818 -0.698941 -0.428098 -0.0837639 -0.0922608 internal_weight=0 103407 1097 223 200 874 434 405 128 177 440 398 376 102310 277 147 102287 264 244 224 102023 100647 157 100490 42 183 1376 1355 internal_count=103590 103407 1097 223 200 874 434 405 128 177 440 398 376 102310 277 147 102287 264 244 224 102023 100647 157 100490 42 183 1376 1355 cat_boundaries=0 5 11 12 18 19 cat_threshold=0 0 0 131072 2147483648 0 0 512 0 8260 1024 1842 0 0 4114 67141632 0 1 19 is_linear=0 shrinkage=0.01 Tree=789 num_leaves=32 num_cat=1 split_feature=6 16 26 0 0 18 13 2 6 11 10 24 11 1 0 10 0 26 1 1 8 7 7 1 2 18 2 4 7 4 26 split_gain=142551 796061 316403 347596 598696 221926 211337 378200 119228 111397 96857.1 91564.3 183151 145578 287585 352529 162566 614230 141988 134782 219231 186362 342318 122576 103929 103964 102413 95867.4 56263.9 43646.4 38913 threshold=450.66846000000004 348.30332000000004 2022.5000000000002 21.000235000000004 233.37814 172.78900000000002 48.474000000000011 24.719400000000004 884.13250000000005 1429.7025000000001 176.89000000000001 0 901.21050000000014 205.81150000000002 8.2530000000000019 66.260000000000005 413.40725000000003 2022.5000000000002 233.37814 273.37500000000006 483.25025000000005 141.29500000000002 220.78900000000004 262.14225000000005 1054.5000000000002 887.50750000000005 1054.5000000000002 130.1901 7.7340000000000009 5.0070000000000006 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 8 -5 6 10 -8 29 11 28 12 13 16 15 -15 26 -18 -16 23 21 27 -23 24 25 -13 -1 -21 -4 -2 -26 right_child=1 -3 5 4 -6 -7 7 -9 -10 -11 -12 19 -14 14 18 -17 17 -19 -20 20 -22 22 -24 -25 30 -27 -28 -29 -30 -31 -32 leaf_value=0.0075113597047813379 0.018740334327404316 1.6705509224308259 -0.1764564842956011 2.3560973930358888 0.16844624354921539 -1.045260112285614 -0.43740586730150077 1.1548212184906006 0.6865380070426248 -0.66973471550941466 0.30489575328248919 -0.0082159672167770471 0.9447871605555217 0.3088850680552423 0.57521603755950934 1.6453033351898194 1.0225953523663507 -0.29330711508450441 -0.24619072660467681 -0.10605602087229783 -0.9152640125410898 1.2644706330475983 -0.09495730125297934 0.54607213997840887 0.77984803806651726 0.61243442923934377 -0.64595831379294399 -0.42688104018830414 -0.57749515600502488 -0.55584262466430667 0.17038754802942277 leaf_weight=33860 39 33 129 22 29 24 26 35 22 25 33 67833 21 192 25 22 69 73 133 509 35 27 59 40 22 27 24 114 48 20 20 leaf_count=33860 39 33 129 22 29 24 26 35 22 25 33 67833 21 192 25 22 69 73 133 509 35 27 59 40 22 27 24 114 48 20 20 internal_value=0 0.174139 0.0584913 0.465431 1.11214 -0.123597 -0.0419738 0.476167 0.0582451 -0.00229126 -0.192481 -0.00212942 0.0111813 0.0106145 0.207365 0.446274 0.00846351 0.34611 -0.116221 -0.00879984 -0.142665 -0.104526 0.33184 -0.00733524 -0.00766124 -0.00796902 0.00704851 -0.164762 -0.285213 -0.176034 0.489629 internal_weight=0 460 427 132 51 295 271 61 81 103130 210 103105 34419 34398 372 214 34026 142 158 68686 744 709 86 67942 67902 67860 33884 623 177 59 42 internal_count=103590 460 427 132 51 295 271 61 81 103130 210 103105 34419 34398 372 214 34026 142 158 68686 744 709 86 67942 67902 67860 33884 623 177 59 42 cat_boundaries=0 1 cat_threshold=51 is_linear=0 shrinkage=0.01 Tree=790 num_leaves=22 num_cat=0 split_feature=2 12 4 0 1 7 12 1 2 2 1 9 1 2 18 1 14 4 1 11 4 split_gain=200003 707877 294279 414759 153152 122930 118333 214593 106425 203802 98038.6 82614.8 172388 221243 101581 76292 73154.3 101375 74368.9 36489 33939.1 threshold=873.74500000000012 164.49524000000002 221.43500000000003 130.34875000000002 7.8769000000000009 1449.0631000000001 521.05947000000003 511.57525000000004 1432.0500000000002 1054.5000000000002 1449.0631000000001 396.91800000000006 414.53600000000012 40.026900000000005 887.50750000000005 297.44000000000005 107.19750000000001 12.603000000000003 14.638830000000002 101.55859550000001 159.54960000000003 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=5 2 3 4 8 6 10 16 9 -2 11 14 13 -13 15 -1 17 19 -19 -8 -18 right_child=1 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 12 -14 -15 -16 -17 20 18 -20 -21 -22 leaf_value=0.00091402404252406602 -0.17252051705405827 2.0195220845395871 -1.0341734771728515 1.5152591653303669 -0.71921776989231945 -0.54164636680058076 -0.26851363408901835 -1.1942204139346169 -0.26007667988505484 1.2047452185370706 0.46662052995628783 -0.070890210057467887 0.50524057227212027 -0.65049444927566358 0.61360588709513342 -0.097613675236476197 -0.24173379962260907 0.81556926931653706 -0.036476387262344361 0.20370255994796754 -0.78966692066192623 leaf_weight=101889 21 22 20 22 23 42 90 21 28 22 45 271 37 87 27 792 26 21 20 20 20 leaf_count=101889 21 22 20 22 23 42 90 21 28 22 45 271 37 87 27 792 26 21 20 20 20 internal_value=0 0.35531 0.0860996 0.27925 -0.0100286 -0.000747786 -0.000528006 -0.233265 0.219709 0.532127 -3.6124e-05 -0.000239799 -0.144583 -0.211744 0.000315324 0.000154059 -0.130828 -0.0244685 0.399937 -0.182656 -0.479966 internal_weight=0 158 136 116 94 103408 103366 218 71 43 103148 103103 395 358 102708 102681 197 151 41 110 46 internal_count=103566 158 136 116 94 103408 103366 218 71 43 103148 103103 395 358 102708 102681 197 151 41 110 46 is_linear=0 shrinkage=0.01 Tree=791 num_leaves=19 num_cat=0 split_feature=2 7 5 26 22 7 0 2 3 2 0 9 5 0 5 4 26 2 split_gain=196023 687111 245542 239457 136203 120572 84863.3 298478 124919 106420 126167 103189 86967 153048 98543.1 58530.3 43442.6 18.6051 threshold=873.74500000000012 326.45950000000005 130.27000000000001 2022.5000000000002 524.87500000000011 1449.0631000000001 883.10000000000014 329.85800000000006 126.081 537.86000000000013 658.11750000000018 396.91800000000006 143.79350000000002 147.71000000000001 518.47500000000002 26.686800000000002 2022.5000000000002 1432.0500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 -2 5 6 9 8 16 10 11 -1 13 -11 -14 -12 -8 -5 right_child=1 -3 -4 17 -6 -7 7 -9 -10 12 15 -13 14 -15 -16 -17 -18 -19 leaf_value=0.00073367496744955495 0.81074570113537359 2.0361197733879091 -0.72341729558747392 -0.12808921592103112 -0.67444505691528323 -0.53622990290323891 0.10395179394752749 1.3104507203535602 0.68731379073399768 -0.19602006927012436 -0.20803386445045471 -0.16161613019448695 0.45859152302597511 -1.002976154458934 -0.41768936520531064 -0.75100657957571526 -0.28029407313891819 -0.13993305068640483 leaf_weight=102468 51 21 29 36 30 42 62 22 26 124 75 393 33 29 21 27 56 21 leaf_count=102468 51 21 29 36 30 42 62 22 26 124 75 393 33 29 21 27 56 21 internal_value=0 0.351757 0.0935702 0.312947 -0.000740308 -0.000544801 -0.000327077 0.225594 0.0598521 -0.000690583 -0.000235198 0.000113387 -0.227202 -0.348973 0.117816 -0.351762 -0.0784022 -0.132453 internal_weight=0 158 137 108 103408 103378 103336 166 144 103170 102963 102861 207 153 54 102 118 57 internal_count=103566 158 137 108 103408 103378 103336 166 144 103170 102963 102861 207 153 54 102 118 57 is_linear=0 shrinkage=0.01 Tree=792 num_leaves=27 num_cat=7 split_feature=2 12 0 1 22 25 24 10 25 16 3 7 16 7 2 25 2 2 8 10 25 24 0 25 2 7 split_gain=192122 692436 139779 205136 133492 128602 150581 116938 101435 171926 126856 100497 91081.6 89409.8 110668 91899.3 83744.7 150723 63014.5 70452.8 60346.4 34543.8 31573.2 13578.5 11280.8 8962.3 threshold=873.74500000000012 164.49524000000002 130.34875000000002 7.8769000000000009 524.87500000000011 0 1 786.71250000000009 2 259.21600000000007 314.56760000000003 1449.0631000000001 267.04450000000003 5.0070000000000006 228.79300000000003 3 1432.0500000000002 1054.5000000000002 329.14500000000004 1439.8675000000001 4 5 26.032500000000002 6 3.1373300000000004 286.84000000000009 decision_type=2 2 2 2 2 9 1 2 9 2 2 2 2 2 2 9 2 2 2 2 9 1 2 9 2 2 left_child=4 2 3 16 5 6 20 8 9 10 -7 12 -10 14 15 -8 17 -2 19 24 21 -1 23 -22 -9 -15 right_child=1 -3 -4 -5 -6 7 13 18 11 -11 -12 -13 -14 25 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 leaf_value=0.16563545512335076 -0.14736067300257477 1.9942003803090618 0.64836777022390646 -0.82987151673861914 -0.66770060475667325 -0.049239044139507609 0.36166302178271864 -0.45310949030247599 0.0011777743686447511 0.830890267979015 -0.55609561443328859 -0.646574282584091 -0.16206454459374159 -0.34048209026455878 0.76783062227310683 0.11007347889972117 -0.25973414371056214 0.98548200170199085 -0.78271897055208683 0.31636080646514891 -0.03402996337890625 -0.056205355255649646 -0.53129981722150532 -0.1927012870637633 -0.16667893064022063 -0.084845430453618378 leaf_weight=133 23 22 33 28 30 3974 179 44 97261 22 50 24 343 32 31 799 28 24 24 20 115 133 21 129 20 24 leaf_count=133 23 22 33 28 30 3974 179 44 97261 22 50 24 343 32 31 799 28 24 24 20 115 133 21 129 20 24 internal_value=0 0.34824 0.0819813 -0.0994824 -0.000732905 -0.000539353 0.0882483 -0.00194007 -0.00159092 -0.050592 -0.055537 0.000444966 0.000604108 0.156535 0.17959 0.160945 0.173196 0.431112 -0.330819 -0.201705 -0.0490721 0.0566975 -0.153442 -0.12721 -0.3636 -0.230924 internal_weight=0 158 136 103 103408 103378 1596 101782 101674 4046 4024 97628 97604 1065 1009 978 75 47 108 84 531 266 265 244 64 56 internal_count=103566 158 136 103 103408 103378 1596 101782 101674 4046 4024 97628 97604 1065 1009 978 75 47 108 84 531 266 265 244 64 56 cat_boundaries=0 5 6 11 16 20 21 26 cat_threshold=1073741824 0 4096 2261026 2147483680 418 256 8405122 282 206569984 1572864 0 0 4096 131072 2147483680 1073741824 0 0 163840 384 0 0 0 34 32 is_linear=0 shrinkage=0.01 Tree=793 num_leaves=22 num_cat=5 split_feature=4 4 7 6 25 10 3 1 6 24 10 4 7 6 25 25 8 3 3 24 4 split_gain=146416 203130 1.10447e+06 117728 109310 158436 163762 154175 151314 116320 151685 108679 111204 100499 93975.4 85020.3 77325.8 71060.2 18626.6 19300 7496.09 threshold=1468.3681000000001 904.34825000000012 326.45950000000005 8.0827500000000025 0 522.5150000000001 1439.8675000000001 297.44000000000005 329.28675000000004 1 522.5150000000001 108.75750000000001 5.0070000000000006 1424.6500000000003 2 3 329.14500000000004 7.8873450000000007 10.509750000000002 4 422.08750000000003 decision_type=2 2 2 2 9 2 2 2 2 1 2 2 2 2 9 9 2 2 2 1 2 left_child=1 4 3 17 9 6 13 8 16 15 11 12 -11 14 -6 -1 -7 -3 19 -17 -13 right_child=-2 2 -4 -5 5 7 -8 -9 -10 10 -12 20 -14 -15 -16 18 -18 -19 -20 -21 -22 leaf_value=-0.27873488877758834 -0.58360262646231542 -0.10241798520088197 2.5520193748474123 -0.74168589925765982 -0.034776743026294368 -0.16639352763370249 0.64652738375541485 -0.84230367052631505 0.6284343185749921 0.13290574154057014 0.91718415260314945 -0.44815251471603229 -0.26148582849601903 0.58700060647109464 0.0010549374506147202 0.079054436266640604 -0.80710271705280645 0.63073062229156496 -0.21711111877903794 -0.062162144999755052 -0.214315656882066 leaf_weight=122 43 39 20 20 7935 131 39 39 22 1529 23 29 75 29 92965 263 22 20 33 142 26 leaf_count=122 43 39 20 20 7935 131 39 39 22 1529 23 29 75 29 92965 263 22 20 33 142 26 internal_value=0 4.41606e-05 0.452798 -0.0786507 -0.000389226 -0.00192267 -0.00134677 -0.273729 -0.147019 0.0685185 0.110005 0.0994773 0.114465 -0.00159712 -0.00176629 -0.0558324 -0.258522 0.146107 0.0110905 0.0299586 -0.337611 internal_weight=0 103523 99 79 103424 101182 100968 214 175 2242 1682 1659 1604 100929 100900 560 153 59 438 405 55 internal_count=103566 103523 99 79 103424 101182 100968 214 175 2242 1682 1659 1604 100929 100900 560 153 59 438 405 55 cat_boundaries=0 5 6 12 17 18 cat_threshold=1073741824 0 4096 2326570 2147500066 386 16640 8544258 794 214960640 1704064 53 0 0 0 2097152 2147500032 384 is_linear=0 shrinkage=0.01 Tree=794 num_leaves=28 num_cat=6 split_feature=2 12 4 0 1 22 25 24 10 2 2 25 16 3 7 0 7 2 25 8 10 25 26 0 11 25 7 split_gain=188385 678622 288482 399993 146754 130882 124282 145777 112987 102424 195841 98325.9 168412 124983 99054.8 90454.4 86175.5 108484 90510.9 61030.6 69060.3 58678 95881.1 30986.3 17174.4 12953.9 8702.75 threshold=873.74500000000012 164.49524000000002 221.43500000000003 130.34875000000002 7.8769000000000009 524.87500000000011 0 1 786.71250000000009 1432.0500000000002 1054.5000000000002 2 259.21600000000007 314.56760000000003 1449.0631000000001 883.10000000000014 5.0070000000000006 228.79300000000003 3 329.14500000000004 1439.8675000000001 4 2022.5000000000002 26.032500000000002 75.218420000000023 5 286.84000000000009 decision_type=2 2 2 2 2 2 9 1 2 2 2 9 2 2 2 2 2 2 9 2 2 9 2 2 2 9 2 left_child=5 2 3 4 9 6 7 21 11 10 -2 12 13 -8 15 -13 17 18 -9 20 24 22 -1 25 -10 -23 -18 right_child=1 -3 -4 -5 -6 -7 8 16 19 -11 -12 14 -14 -15 -16 -17 26 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 leaf_value=0.25077354454812201 -0.17096372218359088 1.9742976074868983 -1.0279342069625854 1.4862955656918613 -0.70581255831148315 -0.66113713200887048 -0.048452260749509243 0.35723874787174204 -0.24392640722352404 -0.2573874008016927 1.179132301157171 0.00026313464824746118 0.82261939544569362 -0.55155350379943846 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1065 1009 978 108 84 531 266 265 64 244 56 cat_boundaries=0 5 6 11 16 20 25 cat_threshold=1073741824 0 4096 2261026 2147483680 418 256 8405122 282 206569984 1572864 0 0 4096 131072 2147483680 1073741824 0 0 163840 0 0 0 34 32 is_linear=0 shrinkage=0.01 Tree=795 num_leaves=36 num_cat=10 split_feature=14 2 11 4 6 25 24 25 25 24 14 1 25 24 26 16 3 26 24 2 4 24 3 1 0 26 16 16 14 24 26 3 26 26 26 split_gain=185398 388304 375580 177153 191058 135863 250500 171840 143259 133818 212760 114657 106754 1.05936e+06 244349 109371 114553 97015.1 87792.2 82147.6 72537 64161.1 58141.9 53144.9 44946.9 44702.7 41168.2 38846.9 83162.9 33600.1 16721.2 15698.6 13671.4 950.377 8.61896 threshold=188.17080000000001 537.86000000000013 1429.7025000000001 133.58000000000001 206.28168000000002 0 1 2 3 4 650.34950000000015 191.05350000000001 5 6 2022.5000000000002 1079.5035000000003 1439.8675000000001 2022.5000000000002 7 266.22500000000008 264.75500000000005 8 249.93500000000003 233.37814 75.328920000000011 2022.5000000000002 2.4387500000000002 259.21600000000007 766.49265000000003 9 2022.5000000000002 87.050000000000026 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 9 1 9 9 1 2 2 9 1 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=2 3 5 9 20 6 8 29 30 10 24 21 13 14 -7 16 19 -15 25 -14 -5 -9 -6 27 31 -10 -22 28 -11 34 -1 -2 -20 -31 -8 right_child=1 -3 -4 4 22 12 7 11 18 23 -12 -13 15 17 -16 -17 -18 -19 32 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 33 -32 -33 -34 -35 -36 leaf_value=0.3748031510804829 -0.087138550951157079 -1.2899382485192399 1.3385151036296572 -0.51591395735740664 -1.2782934364905725 1.3823297361657023 -0.24307934195907027 0.15285982880099067 0.39643558946522806 -0.10637848258074938 0.79407780897326585 -0.70053615306985795 0.00080061925672241321 -0.43628099499077638 0.50147384821887941 0.66298201141357427 -0.60631917799672774 -0.036251505012587296 -0.32152080802690414 0.095931589557223959 0.38980909029642741 -0.12792401645345927 -0.56112358140945429 -0.64713861162012276 0.3450090526132023 -0.026259136446591082 -0.21646918092455184 0.24789631207784016 -0.60108981028581276 -0.54280441343048469 0.19251591036252888 0.17330980000672519 -0.14000514891089463 -0.5909535264537995 -0.23740279273200288 leaf_weight=95 162 29 21 32 26 64 54 106 44 264 41 29 100391 116 62 25 31 127 84 916 24 269 20 22 34 58 21 24 39 81 107 27 82 83 53 leaf_count=95 162 29 21 32 26 64 54 106 44 264 41 29 100391 116 62 25 31 127 84 916 24 269 20 22 34 58 21 24 39 81 107 27 82 83 53 internal_value=0 -0.154941 0.00131316 -0.110219 -0.456567 0.0010402 -0.106807 -0.229196 0.0700781 -0.0407236 0.127191 -0.0924507 0.0022643 0.169783 0.879121 0.00163778 0.00147479 -0.218231 -0.08118 0.00166078 -0.151944 -0.0478908 -0.96648 -0.166613 0.0102835 0.142144 0.106879 -0.139379 -0.170054 -0.422509 0.26512 -0.0499316 -0.218683 -0.534576 -0.219732 internal_weight=0 765 102898 736 123 102877 1145 675 470 613 264 404 101732 369 126 101363 101338 243 268 101307 77 375 46 349 223 102 45 327 303 271 202 189 166 164 107 internal_count=103663 765 102898 736 123 102877 1145 675 470 613 264 404 101732 369 126 101363 101338 243 268 101307 77 375 46 349 223 102 45 327 303 271 202 189 166 164 107 cat_boundaries=0 6 7 9 11 12 17 18 19 20 21 cat_threshold=1073742080 536870912 0 10 16 1 2435 1073741824 536870912 1073741824 536870912 1360 0 0 4096 138543360 2147483680 1604 129 20 560 is_linear=0 shrinkage=0.01 Tree=796 num_leaves=26 num_cat=1 split_feature=13 0 13 16 25 12 4 0 16 14 11 7 4 2 12 3 7 1 4 8 1 3 0 4 2 split_gain=209821 283344 261424 1.30412e+06 135694 167580 123581 302281 137131 121662 94092.6 198298 94928.4 93133.4 87128 82312.8 61172.5 68608.5 60649.6 57675.4 38687 33712.9 11474.9 5249.97 3900.43 threshold=419.83380000000005 413.40725000000003 361.71125000000001 178.60500000000002 0 482.25000000000006 1086.5100000000002 51.78475000000001 1079.5035000000003 415.54000000000002 671.11374000000012 26.311000000000003 904.34825000000012 10.509750000000002 448.18200000000007 63.016185000000007 83.891250000000014 104.02000000000001 38.350500000000004 679.47498000000007 22.333736000000005 50.617500000000014 6.0153410000000012 678.11800000000005 590.51250000000016 decision_type=2 2 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 9 4 20 5 13 8 15 10 14 12 -12 -6 18 16 -8 17 22 19 -1 -4 -18 -2 -20 -15 right_child=1 -3 3 -5 6 -7 7 -9 -10 -11 11 -13 -14 24 -16 -17 21 -19 23 -21 -22 -23 -24 -25 -26 leaf_value=-0.073723399603371834 -0.15670710246123018 -1.0820422899400866 0.036745196580886839 2.7882900304794309 0.0021956955033775372 0.76584080891175699 0.29990616875725823 1.3927512680400502 -0.69824177673884802 -0.69822588586807255 0.046196092216061871 -0.80230575211842858 -0.4850560957677662 -0.45335097939627511 0.56515534465014938 -0.48395122982206801 -0.20102244480796483 0.45555422246456145 -0.35433211612701415 -0.61520206451416015 -0.48493394851684574 -0.76239810323715207 0.10113299584388732 -0.56349658966064453 -0.62841161481291052 leaf_weight=1196 126 37 44 20 101666 22 37 22 28 35 71 45 40 35 20 21 23 24 30 20 21 20 20 20 20 leaf_count=1196 126 37 44 20 101666 22 37 22 28 35 71 45 40 35 20 21 23 24 30 20 21 20 20 20 20 internal_value=0 -0.261741 0.000931323 0.555282 0.000475058 -0.0990127 0.00179542 0.394676 0.001487 -0.14849 0.00167942 -0.282964 0.00200406 -0.114166 -0.065912 0.0160957 -0.125167 -0.0399361 -0.0966644 -0.0826293 -0.131797 -0.462127 -0.121387 -0.437998 -0.517009 internal_weight=0 305 103358 85 103273 1343 101930 80 101850 268 101822 116 101706 1321 233 58 213 170 1266 1216 65 43 146 50 55 internal_count=103663 305 103358 85 103273 1343 101930 80 101850 268 101822 116 101706 1321 233 58 213 170 1266 1216 65 43 146 50 55 cat_boundaries=0 5 cat_threshold=1073742080 536903680 0 10 524304 is_linear=0 shrinkage=0.01 Tree=797 num_leaves=27 num_cat=0 split_feature=13 0 13 16 14 12 26 6 2 0 0 2 8 6 0 0 1 1 2 5 5 1 17 11 6 6 split_gain=205645 277705 256222 1.27816e+06 119241 85394.2 84381.8 466712 362032 163365 964806 319873 303734 149888 154345 143624 182759 129986 103338 94769.5 62271.4 37917.2 32903.1 23499.9 4444.65 354.366 threshold=419.83380000000005 413.40725000000003 361.71125000000001 178.60500000000002 415.54000000000002 448.18200000000007 2022.5000000000002 673.95850000000007 38.648750000000007 28.693750000000005 29.182600000000004 1054.5000000000002 242.70250000000001 769.5200000000001 1438.4900000000002 111.62720550000003 383.96180000000004 414.53600000000012 54.445500000000003 174.00500000000002 260.7501875000001 22.333736000000005 12.124500000000003 24.224000000000004 1070.9310000000003 1424.6500000000003 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 4 6 21 5 20 7 9 -9 11 -11 18 -12 14 15 16 -8 -17 -1 24 22 -4 23 -2 -15 -26 right_child=1 -3 3 -5 -6 -7 13 8 -10 10 12 -13 -14 19 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 leaf_value=0.0005441485161595997 -0.063946451989504008 -1.0712218722781619 0.036377749226310034 2.7604072113037108 -0.69124362839971265 0.55950377798080442 -0.0066377605447024588 1.5697998579810648 -0.034339630802472432 2.0314590194702147 0.047832197986341411 1.1345030418395996 0.76544889422257745 -0.12037942684057987 0.74806220884676333 -0.083561429408155932 0.29625965724997222 -0.48283127496297334 0.08828436354593025 -0.89382164072107384 -0.64092137231713253 -0.48008460998535157 0.23683581145604454 -0.36645910724997521 -0.29946628053551133 -0.24507704277038575 leaf_weight=46768 130 37 44 20 35 20 49763 34 24 25 3471 25 60 33 27 1299 200 87 1382 27 21 21 30 32 23 25 leaf_count=46768 130 37 44 20 35 20 49763 34 24 25 3471 25 60 33 27 1299 200 87 1382 27 21 21 30 32 23 25 internal_value=0 -0.259123 0.00092201 0.549729 -0.147005 -0.0652529 0.000470308 0.00948287 0.906018 0.00847769 0.0738861 0.00364962 0.0600262 -0.00859565 -0.00781333 -0.00821078 -0.00542527 -0.108624 0.00306247 -0.380744 -0.123916 -0.130479 -0.067368 -0.123702 -0.209718 -0.271139 internal_weight=0 305 103358 85 268 233 103273 51789 58 51731 3556 48175 3531 51484 51376 51349 49963 1386 48150 108 213 65 192 162 81 48 internal_count=103663 305 103358 85 268 233 103273 51789 58 51731 3556 48175 3531 51484 51376 51349 49963 1386 48150 108 213 65 192 162 81 48 is_linear=0 shrinkage=0.01 Tree=798 num_leaves=24 num_cat=1 split_feature=13 0 13 16 25 4 0 16 8 8 5 1 5 2 5 0 4 8 1 1 26 6 4 split_gain=201553 272179 251123 1.25273e+06 133374 112354 304899 134341 108448 98955.4 90790.3 95789.8 92192.9 74274.1 73984 91013.2 56832.8 44592.8 37162.6 35961.2 22280.1 19998 2911.62 threshold=419.83380000000005 413.40725000000003 361.71125000000001 178.60500000000002 0 1086.5100000000002 51.78475000000001 1079.5035000000003 450.66846000000004 194.07550000000001 883.10000000000014 218.65894500000005 606.07650000000001 207.31054000000003 249.71600000000004 44.508575000000008 5.0070000000000006 522.5150000000001 22.333736000000005 133.78600000000003 2022.5000000000002 396.21550000000008 522.5150000000001 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 4 18 13 7 20 10 9 14 12 -12 -6 16 15 19 17 21 -4 -2 -7 -1 -18 right_child=1 -3 3 -5 5 6 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 22 -19 -20 -21 -22 -23 -24 leaf_value=-0.060525881537767057 -0.1148428879639545 -1.0605096435546875 0.036013970700177284 2.7328030452728274 0.0014016072333793003 0.23384836872418721 1.3785547915371981 -0.69133462020329062 -0.80207601837489917 0.48716086422955551 -0.13422776641316225 -0.85902398337488595 0.26890431102856183 -0.58733504575310336 -0.73426881021261214 0.52635953312828432 -0.34842276467217337 -0.4989009370803833 -0.47528375625610353 -0.53875854067180473 -0.16174134881155833 -0.34257864218491774 -0.496687068939209 leaf_weight=758 154 37 44 20 102029 24 22 28 23 27 88 23 129 33 20 21 27 25 21 23 35 26 26 leaf_count=758 154 37 44 20 102029 24 22 28 23 27 88 23 129 33 20 21 27 25 21 23 35 26 26 internal_value=0 -0.256532 0.000912789 0.544232 0.000465605 0.00153383 0.373822 0.0012392 -0.145535 -0.083901 0.00142882 -0.284411 0.0017394 -0.120399 -0.154629 -0.0960793 -0.10392 -0.0831374 -0.129175 -0.169928 -0.000823498 -0.0698797 -0.421156 internal_weight=0 305 103358 85 103273 102378 81 102297 268 245 102269 111 102158 895 218 198 862 809 65 177 59 784 53 internal_count=103663 305 103358 85 103273 102378 81 102297 268 245 102269 111 102158 895 218 198 862 809 65 177 59 784 53 cat_boundaries=0 5 cat_threshold=1073742080 536870912 0 10 16 is_linear=0 shrinkage=0.01 Tree=799 num_leaves=26 num_cat=7 split_feature=13 0 22 25 24 14 2 25 24 26 26 18 12 25 13 26 5 9 1 24 26 26 1 24 26 split_gain=197542 266763 251223 133122 332347 116286 101577 91223.2 979228 318799 96098.9 84295 84094.1 82321 78007.7 80093.1 59777.1 58684.7 85411.7 45645.8 156515 92268.5 28883.6 15657.5 959.754 threshold=419.83380000000005 413.40725000000003 550.81750000000011 0 1 415.54000000000002 4.1470000000000011 2 3 2022.5000000000002 2022.5000000000002 1018.0250000000002 448.18200000000007 4 393.36000000000007 2022.5000000000002 260.7501875000001 233.37814 111.55832500000001 5 2022.5000000000002 2022.5000000000002 49.905000000000008 6 2022.5000000000002 decision_type=2 2 2 9 1 2 2 9 1 2 2 2 2 9 2 2 2 2 2 1 2 2 2 1 2 left_child=2 5 3 4 6 12 19 8 9 -5 -10 14 16 24 15 -9 17 18 -2 20 -1 -21 23 -15 -6 right_child=1 -3 -4 7 13 -7 -8 11 10 -11 -12 -13 -14 22 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 leaf_value=-0.056839128846991549 -0.087374502142008981 -1.0499045583364126 1.0945485996064686 1.4009934413243854 -0.079733040473040417 -0.6815330064977918 -0.5063955748081207 0.009732088514160013 -0.43476789275805156 0.40647866023309304 -0.03676691244400683 0.63467164039611823 0.55663610365986826 -0.20235710306865415 0.53848075089631264 -0.0079888602736952145 -0.62810672816776092 -0.57885484707355506 0.60778746628761293 0.23857771735546018 0.60026588784323798 -0.13314808570298572 -0.74599031968550256 -0.43165881369146003 -0.019509469855915416 leaf_weight=73 152 37 21 63 51 35 28 51169 117 66 126 21 20 113 27 50851 21 20 20 121 72 149 22 213 55 leaf_count=73 152 37 21 63 51 35 28 51169 117 66 126 21 20 113 27 50851 21 20 20 121 72 149 22 213 55 internal_value=0 -0.253967 0.000903661 0.000681412 -0.119935 -0.14408 0.0748778 0.00174911 0.155994 0.827987 -0.219369 0.00117172 -0.0633467 -0.307545 0.00104147 0.000899233 -0.121561 -0.0661577 -0.00654172 0.115901 0.252064 0.0322459 -0.38425 -0.371625 -0.0443052 internal_weight=0 305 103358 103337 897 268 443 102440 372 129 243 102068 233 454 102047 102020 213 192 172 415 145 270 348 326 106 internal_count=103663 305 103358 103337 897 268 443 102440 372 129 243 102068 233 454 102047 102020 213 192 172 415 145 270 348 326 106 cat_boundaries=0 5 6 11 12 17 18 19 cat_threshold=1073742080 536870912 0 10 16 2451 0 0 4096 138543360 2147483680 1124 256 0 0 8 16 3 544 is_linear=0 shrinkage=0.01 Tree=800 num_leaves=41 num_cat=5 split_feature=7 2 7 2 24 10 9 9 25 14 24 9 4 4 3 24 2 15 4 2 10 8 11 4 8 4 1 2 1 4 25 8 9 0 10 2 9 1 26 7 split_gain=195061 538772 282472 987125 194014 243977 502419 246743 177136 190849 184208 212791 194471 171253 187688 683833 247974 124986 484031 175913 121682 118798 117379 251478 114649 173994 97246.1 96847.5 96833.7 85837 84610.7 68998 60360.1 58925.9 53448 50414.6 46132.5 41184.5 2323.79 406.958 threshold=769.5200000000001 537.86000000000013 391.72750000000002 590.51250000000016 0 22.979500000000005 13.457500000000001 8.0975000000000019 1 34.686000000000007 2 448.92950000000002 1.6980000000000002 1468.3681000000001 414.21050000000008 3 362.00600000000003 61.090000000000011 111.55832500000001 36.692646000000011 121.015 155.87450000000004 166.70600000000002 236.10250000000005 8.1012500000000021 143.69840000000002 27.754500000000004 290.26516000000009 63.205375000000011 553.21400000000006 4 29.582250000000002 8.0975000000000019 106.88450000000002 36.122500000000009 53.45750000000001 81.991800000000026 4.6654380000000009 2022.5000000000002 1092.2834 decision_type=2 2 2 2 1 2 2 2 9 2 1 2 2 2 2 1 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=2 31 8 4 22 7 -7 26 9 10 11 12 -1 14 29 16 -16 19 -19 -12 24 -17 23 37 35 -26 -6 36 -8 30 -10 34 -33 -31 38 -11 -22 -4 -2 -40 right_child=1 -3 3 -5 5 6 28 -9 13 20 17 -13 -14 -15 15 21 -18 18 -20 -21 27 -23 -24 -25 25 -27 -28 -29 -30 33 -32 32 -34 -35 -36 -37 -38 -39 39 -41 leaf_value=-0.11338966944071924 -0.25425565315329512 -1.880416189312935 -0.14781404287918753 2.2416626103719075 0.068020222428916158 2.0792985499988901 -0.29195521759986881 0.94345025698343921 0.10272421597433624 -0.28793825928370159 0.028144672588632284 0.85566783802849911 -0.4855842613726854 0.9041801924932571 0.6668728999721194 -0.17954472898312335 1.8836802814006806 -0.010823593963239644 1.7425303106307986 -0.21178458715663304 -0.67665753331677669 0.50286584591043404 -0.85119586217971077 0.94946344466436472 -0.21165642370257462 0.77549258241286656 -0.62210129672083359 -1.1337178131386088 0.68030059950692323 -0.13124772238622018 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99079 364 123 2389 94 2295 277 241 132 111 195 83 98 82 41 98715 98572 152 48 143 104 112 55 90 84 61 internal_count=103608 172 103436 344 320 188 63 125 103092 3992 3715 1326 1305 99100 99079 364 123 2389 94 2295 277 241 132 111 195 83 98 82 41 98715 98572 152 48 143 104 112 55 90 84 61 cat_boundaries=0 1 7 8 9 14 cat_threshold=3210 1073774592 8388610 8 140509216 34 256 142 2130 0 536870912 4096 1179656 2147483664 is_linear=0 shrinkage=0.01 Tree=801 num_leaves=36 num_cat=5 split_feature=7 2 7 16 24 6 17 10 25 6 7 2 14 3 4 3 24 5 24 9 5 8 8 2 4 25 8 6 15 9 10 7 26 26 7 split_gain=191179 528051 276851 1.49986e+06 230437 291698 242590 208359 173612 365804 727199 530865 211983 179056 167845 183953 670225 1.55638e+06 167215 149442 146256 128149 116434 85807.5 84128.9 82947.7 67625 61873.3 60742.1 59159 52384.4 4301.16 2277.55 1376.88 398.86 threshold=769.5200000000001 537.86000000000013 391.72750000000002 371.89150000000006 0 483.25025000000005 49.394600000000004 94.809500000000014 1 450.66846000000004 6.5679999999999996 25.999000000000002 243.40690000000004 764.58775000000003 1468.3681000000001 414.21050000000008 2 160.32750000000001 3 23.808000000000003 178.71625000000003 395.78950000000003 155.87450000000004 182.24800000000002 553.21400000000006 4 29.582250000000002 65.664875000000009 264.3250000000001 8.0975000000000019 36.122500000000009 543.52500000000009 2022.5000000000002 2022.5000000000002 1092.2834 decision_type=2 2 2 2 1 2 2 2 9 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=2 26 8 4 7 6 21 19 9 12 11 -11 13 18 15 24 17 -17 -1 31 -12 -6 -18 28 25 -10 30 -26 -14 -28 32 -4 -2 -15 -34 right_child=1 -3 3 -5 5 -7 -8 -9 14 10 20 -13 23 33 -16 16 22 -19 -20 -21 -22 -23 -24 -25 27 -27 29 -29 -30 -31 -32 -33 34 -35 -36 leaf_value=0.0076492670782909791 -0.25171308989110203 -1.8616120476722717 0.065638968944549556 2.9404610557556152 -0.17693252572887821 -1.1133175002535185 1.044075216813521 1.3489465548594795 0.10170974430456683 0.37216903949606006 0.22569400024414063 2.3399988695291372 -0.54197083974641469 -0.59852981338500977 0.89513839176722942 0.36039983601246067 -0.17774928319566655 3.4088357741832733 -0.12612948906909321 0.94001641114552814 -0.92160758600234982 0.60936572949091594 0.49783717089685903 -1.1155435361862183 -0.13499706973280526 -0.00027902989155688114 0.5589974469352853 -0.64587817589441943 0.079047893796648297 -0.14558675399193396 -0.73637270355224616 -0.11599767511541194 -0.10978445983702137 -0.70152028260407617 -0.16093302861849465 leaf_weight=1824 23 20 32 20 152 24 22 24 794 29 20 26 63 25 21 103 212 20 1912 24 25 24 29 20 113 97778 22 30 21 26 20 22 31 27 30 leaf_count=1824 23 20 32 20 152 24 22 24 794 29 20 26 63 25 21 103 212 20 1912 24 25 24 29 20 113 97778 22 30 21 26 20 22 31 27 30 internal_value=0 -0.334115 -0.000444747 0.282773 0.118718 -0.0690471 0.0540439 0.486461 -0.0013898 -0.0659632 0.531066 1.30242 -0.0814726 -0.069244 0.00121792 0.00102857 0.225418 0.791714 -0.0611328 0.283447 -0.411696 -0.06971 -0.0926118 -0.526875 0.000201163 0.000552782 -0.133128 -0.242175 -0.386716 0.177348 -0.276425 -0.00836115 -0.166913 -0.652006 -0.134939 internal_weight=0 172 103436 344 324 222 198 102 103092 3992 100 55 3892 3788 99100 99079 364 123 3736 78 45 176 241 104 98715 98572 152 143 84 48 104 54 84 52 61 internal_count=103608 172 103436 344 324 222 198 102 103092 3992 100 55 3892 3788 99100 99079 364 123 3736 78 45 176 241 104 98715 98572 152 143 84 48 104 54 84 52 61 cat_boundaries=0 1 7 8 9 14 cat_threshold=277 1073774592 8388610 8 140509216 34 256 2130 881 0 536870912 4096 1179656 2147483664 is_linear=0 shrinkage=0.01 Tree=802 num_leaves=32 num_cat=3 split_feature=25 4 0 1 2 6 8 0 6 1 18 10 24 10 0 18 9 10 6 9 17 13 24 10 11 2 4 26 2 17 6 split_gain=173318 266139 1.03962e+06 140412 123706 331336 571749 1.001e+06 291244 154415 131555 146458 129577 163382 123381 107859 101855 84420.1 530377 94613.6 77220.6 82462.7 210796 121095 63324.6 46136.4 32361.3 18274.6 5353.38 289.707 185.654 threshold=0 904.34825000000012 218.42700000000005 1449.0631000000001 537.86000000000013 450.66846000000004 143.29500000000004 10.847970000000002 396.21550000000008 75.305437500000011 404.95850000000007 11.408500000000002 1 617.48075000000006 180.52280000000005 756.12500000000011 483.06600000000009 553.80150000000015 228.27997500000004 104.45 644.03250000000014 169.35000000000005 2 377.13375000000002 28.806500000000003 747.71500000000015 189.40640000000002 2022.5000000000002 873.74500000000012 1009.0614800000001 769.5200000000001 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=3 15 27 4 5 10 7 30 14 -8 12 -12 13 -1 26 17 -14 20 19 24 21 23 -23 -2 -19 -16 28 -3 -6 -22 -7 right_child=1 2 -4 -5 8 6 9 -9 -10 -11 11 -13 16 -15 25 -17 -18 18 -20 -21 29 22 -24 -25 -26 -27 -28 -29 -30 -31 -32 leaf_value=-0.11907505655070454 0.0013372587727166374 0.1488142546363499 2.5535759696960447 0.7073684045672417 -0.37768078573818864 0.020683335891136755 -1.0707969197359952 2.1926534644762676 -1.2831665157388759 0.077916702079772956 1.1125291523933409 -0.083175132572650912 -0.033709114557366596 -0.87492481889395879 0.63897161983308337 -0.53822158678157916 0.44046663242837658 -0.044917659213145569 1.634294029733409 -0.64059376918134237 -0.36761841034889225 -0.10963362064875161 0.26710636035130031 -0.31011264084339141 0.58555210634356458 -0.032131373405456548 -0.012559774398803712 -0.20832098375025548 -0.56526869516819722 -0.4160461675269263 0.057792660338538034 leaf_weight=2062 97112 23 20 24 29 26 22 36 27 25 20 21 2979 29 21 37 46 66 23 21 30 243 361 125 21 20 20 38 32 21 28 leaf_count=2062 97112 23 20 24 29 26 22 36 27 25 20 21 2979 29 21 37 46 66 23 21 30 243 361 125 21 20 20 38 32 21 28 internal_value=0 0.00206646 0.575038 -0.0557355 -0.0592027 -0.0512047 0.434174 0.901017 -0.343371 -0.459779 -0.0640992 0.500095 -0.0686207 -0.128941 -0.135383 0.00159339 -0.0264112 0.00179715 0.255483 -0.0381522 0.00145766 0.00166044 0.118144 0.000936884 0.107265 0.311604 -0.361636 -0.0736634 -0.476088 -0.387559 0.0399252 internal_weight=0 98141 81 5467 5443 5294 137 90 149 47 5157 41 5116 2091 122 98060 3025 98023 131 108 97892 97841 604 97237 87 41 81 61 61 51 54 internal_count=103608 98141 81 5467 5443 5294 137 90 149 47 5157 41 5116 2091 122 98060 3025 98023 131 108 97892 97841 604 97237 87 41 81 61 61 51 54 cat_boundaries=0 6 7 8 cat_threshold=1073774592 8388610 8 174063648 34 256 1180 664 is_linear=0 shrinkage=0.01 Tree=803 num_leaves=26 num_cat=1 split_feature=7 7 16 24 6 17 1 1 22 22 1 6 4 0 8 7 14 14 3 4 4 22 7 7 7 split_gain=187830 271002 1.46664e+06 225648 285148 238065 214214 208147 134760 171027 131748 119887 115356 101841 89292.7 184648 139222 81446.9 68451.6 58165.4 12471.8 6589.46 4756.53 1477.55 1322.37 threshold=769.5200000000001 391.72750000000002 371.89150000000006 0 483.25025000000005 49.394600000000004 470.21364 297.44000000000005 379.00000000000006 272.88500000000005 205.81150000000002 54.379500000000007 1086.5100000000002 10.050250000000004 901.21050000000014 8.0632500000000018 766.49265000000003 119.295 241.37250000000003 23.829300000000003 1468.3681000000001 550.81750000000011 883.10000000000014 520.34250000000009 1092.2834 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 3 7 5 10 17 11 9 12 -5 23 14 20 16 -16 -1 18 19 22 -14 -10 -2 -3 -24 right_child=6 2 -4 4 -6 -7 -8 -9 21 -11 -12 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 leaf_value=-0.00098047883992248173 -0.25538751201196147 0.55822291930516565 2.9078710575103761 -0.18561690253699387 -1.1007344710826874 1.034198093847795 -1.3040606565475463 -0.38604395842552186 -0.41443770850146261 0.90124392963591082 0.57357799176816582 1.3291096361160279 0.0013365199648100754 0.92605607827504477 -0.60026476426558062 0.35706813976682467 -0.42094050224446045 -0.79783666896820071 -0.63659526643298914 0.44642294818704775 0.30951146602630614 -0.64477484993312673 -0.017814021110534668 0.45510230671275742 -0.1148985015141203 leaf_weight=102770 22 24 20 149 24 22 20 20 27 21 27 25 29 24 66 29 79 20 21 22 24 23 20 33 47 leaf_count=102770 22 24 20 149 24 22 20 20 27 21 27 25 29 24 66 29 79 20 21 22 24 23 20 33 47 internal_value=0 -0.000429612 0.27978 0.117552 -0.0682568 0.0534447 -0.331164 0.481452 -0.00136462 -0.00111277 -0.0691495 0.75175 -0.00129671 0.385615 -0.00158611 -0.308026 -0.00130306 -0.203151 -0.113047 -0.0139976 0.140887 -0.520393 -0.127809 0.498522 -0.0859181 internal_weight=0 103436 344 324 222 198 172 102 103092 103042 176 82 103021 77 102944 95 102849 152 132 111 53 50 89 57 67 internal_count=103608 103436 344 324 222 198 172 102 103092 103042 176 82 103021 77 102944 95 102849 152 132 111 53 50 89 57 67 cat_boundaries=0 1 cat_threshold=277 is_linear=0 shrinkage=0.01 Tree=804 num_leaves=24 num_cat=1 split_feature=7 2 7 16 24 6 17 10 9 22 22 1 2 4 6 0 0 6 6 7 7 22 7 split_gain=184092 511674 265609 1.43746e+06 221157 279473 233327 204200 145826 132079 167623 129126 117540 123217 103573 93157.1 67806.5 64441.5 22942.1 9033.2 8117.67 6458.33 4177.39 threshold=769.5200000000001 537.86000000000013 391.72750000000002 371.89150000000006 0 483.25025000000005 49.394600000000004 94.809500000000014 23.808000000000003 379.00000000000006 272.88500000000005 205.81150000000002 1432.0500000000002 1086.5100000000002 1424.6500000000003 10.050250000000004 211.376 233.37814 0.45700000000000007 883.10000000000014 1449.0631000000001 550.81750000000011 543.52500000000009 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 left_child=2 16 9 4 7 6 11 8 22 10 12 -6 13 14 -1 -15 17 18 19 -2 -21 -11 -4 right_child=1 -3 3 -5 5 -7 -8 -9 -10 21 -12 -13 -14 15 -16 -17 -18 -19 -20 20 -22 -23 -24 leaf_value=-0.0015221954756643083 -0.36471253581669016 -1.8314764983654022 0.059846419990062717 2.8787922973632813 -0.18376073011615934 -1.0897271051009496 1.0238561448183927 1.3299863177041211 0.92375305016835529 -0.41029333503158005 0.89223148527599516 0.56784222426237885 -0.49094071388244631 0.16360029257260839 0.57658309444304434 0.9167955303192139 0.35776085933049523 -0.7428676772117615 0.18081825590133668 -0.056917533007535069 -0.29588371122167223 -0.63832710183185082 -0.11915771549398249 leaf_weight=102865 23 20 32 20 149 24 22 24 24 27 21 27 49 52 31 24 24 20 20 44 21 23 22 leaf_count=102865 23 20 32 20 149 24 22 24 24 27 21 27 49 52 31 24 24 20 20 44 21 23 22 internal_value=0 -0.327852 -0.000425316 0.276983 0.116377 -0.0675742 0.0529102 0.476637 0.275175 -0.00135098 -0.00110164 -0.068458 -0.00128374 -0.00105073 -0.00134803 0.401451 -0.130007 -0.221463 -0.124907 -0.19439 -0.134122 -0.515189 -0.0130812 internal_weight=0 172 103436 344 324 222 198 102 78 103092 103042 176 103021 102972 102896 76 152 128 108 88 65 50 54 internal_count=103608 172 103436 344 324 222 198 102 78 103092 103042 176 103021 102972 102896 76 152 128 108 88 65 50 54 cat_boundaries=0 1 cat_threshold=277 is_linear=0 shrinkage=0.01 Tree=805 num_leaves=20 num_cat=2 split_feature=25 12 2 2 4 0 14 4 11 1 2 0 1 1 24 1 6 26 11 split_gain=224177 219202 252482 227353 1.06624e+06 389602 278885 224158 141335 97153 111239 106019 96513.6 99554.3 425563 123358 46592.8 10089.8 2100.86 threshold=0 521.05947000000003 505.12500000000006 436.65050000000002 678.11800000000005 748.92250000000013 220.08500000000004 341.416 1085.9700000000003 414.53600000000012 128.13330350000004 130.34875000000002 1449.0631000000001 383.96180000000004 1 205.81150000000002 51.871000000000009 2022.5000000000002 1429.7025000000001 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=17 3 9 8 5 6 7 -5 12 10 11 16 13 15 -15 -2 -3 -1 -10 right_child=1 2 -4 4 -6 -7 -8 -9 18 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 leaf_value=-0.4921249555860247 0.00038788325030192919 -0.22060678844741727 -1.2979697584069294 0.05110689004544508 2.0727274101355979 1.4014215400002221 1.114600651782492 -0.77126012139850186 -0.61549436621665954 -0.82523312395269222 0.44707121006373707 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572998 243431 189447 438240 138523 97610.7 111838 94593 97557.9 417538 120903 77572.9 64624.5 14856.6 18019.2 9889.05 2059.05 threshold=0 521.05947000000003 606.07650000000001 436.65050000000002 130.83450000000002 1 6.5797500000000015 9.2110000000000021 341.416 2 1085.9700000000003 51.871000000000009 79.872400000000013 1449.0631000000001 383.96180000000004 3 205.81150000000002 23.838500000000003 26.311000000000003 5.9884000000000013 1040.4400000000003 2022.5000000000002 1429.7025000000001 decision_type=9 2 2 2 2 1 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=21 3 11 10 5 6 7 -5 9 -7 13 18 -13 14 16 -16 -2 -10 19 20 -3 -1 -12 right_child=1 2 -4 4 -6 8 -8 -9 17 -11 22 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.48720370517458239 0.00038400439588934666 -0.23300468117479356 -1.4588455098015922 1.4117221129115891 2.2887144192782318 0.53298085229890835 -0.53992341831752233 0.27649057070414229 -0.29017318725585939 -0.22896845398312909 -0.60933941898345956 0.53175178752225993 -0.26799609230624305 0.481093338059216 0.35194193843585342 -0.29706574094023197 0.12296978748204825 -1.0678403522657312 -0.6883580990684659 -0.42345142538547514 0.10011478177525782 -0.32193841822942099 -0.47502176772980464 leaf_weight=70 101304 62 21 51 33 101 35 30 29 226 25 34 36 41 124 384 811 23 38 25 22 75 21 leaf_count=70 101304 62 21 51 33 101 35 30 29 226 25 34 36 41 124 384 811 23 38 25 22 75 21 internal_value=0 0.000977349 -0.299125 0.00166929 0.206575 0.067766 0.487264 0.991266 -0.0715965 0.0156707 0.000615927 -0.186894 0.120453 0.000861751 0.000669889 -0.137566 0.00135758 -0.634141 -0.333249 -0.20945 -0.145759 -0.375804 -0.54802 internal_weight=0 103476 238 103238 528 495 116 81 379 327 102710 217 70 102664 102623 508 102115 52 147 109 84 145 46 internal_count=103621 103476 238 103238 528 495 116 81 379 327 102710 217 70 102664 102623 508 102115 52 147 109 84 145 46 cat_boundaries=0 5 6 12 13 cat_threshold=0 0 4096 40 2147483648 1041 1081344 0 0 0 0 1024 1090 is_linear=0 shrinkage=0.01 Tree=807 num_leaves=25 num_cat=4 split_feature=25 12 5 2 16 24 5 3 1 7 6 1 1 1 24 9 2 1 25 9 7 8 12 26 split_gain=215344 210565 303608 218517 1.49558e+06 290384 561595 294399 238586 149156 95668.3 109612 92805.5 107562 360897 451110 127722 118891 367745 118562 63338.5 14561 17660.6 9692.26 threshold=0 521.05947000000003 606.07650000000001 436.65050000000002 130.83450000000002 1 6.5797500000000015 471.50829000000004 9.2110000000000021 40.201125000000005 51.871000000000009 79.872400000000013 1449.0631000000001 383.96180000000004 2 172.78900000000002 74.884000000000015 205.81150000000002 3 361.71125000000001 26.311000000000003 5.9884000000000013 1040.4400000000003 2022.5000000000002 decision_type=9 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 left_child=23 3 10 12 5 6 8 9 -5 -7 20 -12 13 17 15 -15 -16 19 -19 -2 21 22 -3 -1 right_child=1 2 -4 4 -6 7 -8 -9 -10 -11 11 -13 -14 14 16 -17 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=-0.48233166531154092 0.00083700265857993234 -0.230674633326069 -1.4442570463816324 1.3976048166611617 2.2658271928267046 -0.25742427409007834 -0.53452418954031811 0.76222816316705011 0.27372567224502564 0.31121006514809352 0.52643429345944348 -0.26531612455844877 0.47628244097639871 0.072418763322650265 -0.19749935811513092 1.709832198381424 -0.62302974308049808 0.43266047261396429 -0.023300434652116748 -0.17754054244328787 -0.68147451745836363 -0.4192169008731842 0.099113627536730337 -0.31871903098424276 leaf_weight=70 100973 62 21 51 33 286 35 38 30 55 34 36 41 106 292 20 93 249 562 374 38 25 22 75 leaf_count=70 100973 62 21 51 33 286 35 38 30 55 34 36 41 106 292 20 93 249 562 374 38 25 22 75 internal_value=0 0.000967922 -0.296134 0.00165294 0.204567 0.0671498 0.482391 -0.0708024 0.981353 -0.165709 -0.185025 0.119248 0.000609821 0.000419866 -0.144302 0.30789 -0.292688 0.00114377 0.12174 0.000178737 -0.329917 -0.207356 -0.144302 -0.372046 internal_weight=0 103476 238 103238 528 495 116 379 81 341 217 70 102710 102669 511 126 385 102158 811 101347 147 109 84 145 internal_count=103621 103476 238 103238 528 495 116 379 81 341 217 70 102710 102669 511 126 385 102158 811 101347 147 109 84 145 cat_boundaries=0 5 6 7 12 cat_threshold=0 0 4096 40 2147483648 1041 1090 1048576 0 608 35651584 4 is_linear=0 shrinkage=0.01 Tree=808 num_leaves=15 num_cat=5 split_feature=25 11 22 14 10 15 25 24 25 25 4 4 26 14 split_gain=232877 170784 142968 90231.3 205123 357884 82049.7 173469 448428 242959 108085 219715 39732.7 23465.2 threshold=0 1429.7025000000001 550.81750000000011 766.49265000000003 228.79300000000003 137.55900000000003 1 2 3 4 1468.3681000000001 1086.5100000000002 2022.5000000000002 1018.0250000000002 decision_type=9 2 2 2 2 2 9 1 9 9 2 2 2 2 left_child=12 2 3 6 5 13 7 8 -2 -9 11 -8 -1 -5 right_child=1 -3 -4 4 -6 -7 10 9 -10 -11 -12 -13 -14 -15 leaf_value=-0.69910404761632283 0.55387823943908399 0.78179464983088642 -0.71376574294907713 -0.68558332681655887 -1.1781166349138532 1.0888397493362427 0.0028798762891347964 -0.28838746546336241 -0.016928761102117093 -0.04344608982154681 -0.53742090328319658 0.78425063106748794 -0.31310191231966022 -0.28113324120640754 leaf_weight=48 146 28 28 26 21 20 99335 493 1170 2141 37 36 60 32 leaf_count=48 146 28 28 26 21 20 99335 493 1170 2141 37 36 60 32 internal_value=0 0.000912438 0.000701242 0.000894608 -0.300859 -0.0646748 0.00118364 -0.0434551 0.0500973 -0.0902086 0.00296145 0.00316295 -0.443586 -0.462438 internal_weight=0 103513 103485 103457 99 78 103358 3950 1316 2634 99408 99371 108 58 internal_count=103621 103513 103485 103457 99 78 103358 3950 1316 2634 99408 99371 108 58 cat_boundaries=0 5 11 12 14 20 cat_threshold=0 0 4096 134217736 2147483648 1610612736 541066242 16777472 77627424 34160640 515 2186 1073741824 536870912 1073741824 536870912 0 0 0 1 is_linear=0 shrinkage=0.01 Tree=809 num_leaves=23 num_cat=3 split_feature=25 12 5 2 16 24 5 3 3 7 11 15 6 4 22 25 8 8 8 13 11 11 split_gain=207729 205949 297010 214400 1.46607e+06 284715 550710 288668 159501 146352 137441 105905 186723 86190.6 72427 64306 383824 109482 59413.5 45242.9 25983.6 1809.62 threshold=0 521.05947000000003 606.07650000000001 436.65050000000002 130.83450000000002 1 6.5797500000000015 471.50829000000004 63.016185000000007 40.201125000000005 1085.9700000000003 193.24500000000003 56.108500000000006 74.439000000000021 524.87500000000011 2 901.21050000000014 1449.0631000000001 147.43690000000001 256.34000000000009 53.047500000000007 1429.7025000000001 decision_type=9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=-1 3 11 10 5 6 8 9 -5 -7 14 12 18 -14 15 16 -2 -17 20 -13 -3 -12 right_child=1 2 -4 4 -6 7 -8 -9 -10 -11 21 19 13 -15 -16 17 -18 -19 -20 -21 -22 -23 leaf_value=-0.3654089315783593 -0.031405036532303428 -0.24508236330747604 -1.4284547031493415 1.2428110073784651 2.2434481945182339 -0.25486174063600758 -0.52927592277526858 0.75484881601835552 0.2451418859308416 0.30840258390253239 -0.60338047819137575 -0.98108531308174141 0.064895527051842733 0.95099541153226586 -0.52688652616280773 0.0033227607717192442 1.3558160116672517 -0.73662792205810546 -0.71445971747239423 -0.31651276236488707 0.13378603264041569 -0.4774610271907988 leaf_weight=145 7297 85 21 59 33 286 35 38 22 55 25 20 23 21 26 95301 20 20 24 21 23 21 leaf_count=145 7297 85 21 59 33 286 35 38 22 55 25 20 23 21 26 95301 20 20 24 21 23 21 internal_value=0 0.000950399 -0.292876 0.00162786 0.202621 0.0665662 0.477733 -0.0700361 0.971839 -0.164013 0.00059462 -0.182981 -0.0763549 0.487807 0.000839482 0.000973164 -0.0275756 0.00316717 -0.264409 -0.640694 -0.164397 -0.545896 internal_weight=0 103476 238 103238 528 495 116 379 81 341 102710 217 176 44 102664 102638 7317 95321 132 41 108 46 internal_count=103621 103476 238 103238 528 495 116 379 81 341 102710 217 176 44 102664 102638 7317 95321 132 41 108 46 cat_boundaries=0 5 6 12 cat_threshold=0 0 4096 40 2147483648 1041 1744830464 608183426 117702912 1285603328 36257792 563 is_linear=0 shrinkage=0.01 Tree=810 num_leaves=28 num_cat=5 split_feature=4 0 8 1 25 24 26 25 2 2 3 14 10 1 5 5 16 24 26 26 4 26 24 26 26 5 26 split_gain=143677 203743 146708 135484 110018 744866 117475 77662.9 148239 215266 146795 130360 111855 141224 110142 135644 85393.1 72101.3 56274.1 55728 15373.2 13940.3 11353.8 43097.2 9664.46 5213.63 3089.59 threshold=783.3660000000001 384.29599999999999 168.94500000000002 23.061000000000003 0 1 2022.5000000000002 2 1432.0500000000002 1054.5000000000002 543.52500000000009 606.07650000000001 897.08550000000014 11.349000000000002 518.47500000000002 388.83500000000009 1079.5035000000003 3 2022.5000000000002 2022.5000000000002 1086.5100000000002 2022.5000000000002 4 2022.5000000000002 2022.5000000000002 764.58775000000003 2022.5000000000002 decision_type=2 2 2 2 9 1 2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 left_child=4 2 3 18 5 6 -1 10 9 12 11 14 16 -14 15 -6 -9 21 -2 -11 -20 -7 26 -24 -12 -16 -19 right_child=1 -3 -4 -5 7 17 -8 8 -10 19 24 -13 13 -15 25 -17 -18 22 20 -21 -22 -23 23 -25 -26 -27 -28 leaf_value=1.2237197723388673 -0.13789534080028534 -1.0166980242729187 0.62760386206886987 0.30503428459167481 -0.02338117992686203 0.23204825243045546 0.58130241185931841 0.001783400108417669 -0.66780148274970774 1.0874700984954833 -0.7003130446238951 -0.76260450373093291 0.86070552433238312 -0.089212952153436068 -0.34151553964614872 0.72957863330841066 0.58630227508544919 -0.056446019085124137 -0.43711099271697029 0.3792666548252106 -0.75277060826619469 0.013730840925442972 -0.48196152042924312 -0.083855452434374741 -0.43283948901721409 -0.52238290506250717 -0.15915412202934492 leaf_weight=55 40 31 22 33 7677 58 59 94835 33 20 22 24 34 29 30 24 25 64 27 25 36 59 57 52 35 34 54 leaf_count=55 40 31 22 33 7677 58 59 94835 33 20 22 24 34 29 30 24 25 64 27 25 36 59 57 52 35 34 54 internal_value=0 -0.275459 -0.130026 -0.252584 0.000509513 0.153485 0.819366 -0.000186628 0.00231191 0.00254501 -0.0304039 -0.0267424 0.0022172 0.423441 -0.024468 -0.0210346 0.00193745 -0.0840967 -0.431238 0.694024 -0.617488 0.112354 -0.185819 -0.267498 -0.536075 -0.437601 -0.0953662 internal_weight=0 189 158 136 103305 458 114 102847 95001 94968 7846 7789 94923 63 7765 7701 94860 344 103 45 63 117 227 109 57 64 118 internal_count=103494 189 158 136 103305 458 114 102847 95001 94968 7846 7789 94923 63 7765 7701 94860 344 103 45 63 117 227 109 57 64 118 cat_boundaries=0 5 6 12 13 14 cat_threshold=1073741824 0 4096 131072 2147483648 76 2886729794 742680576 33832960 136380418 2230320 696 385 2096 is_linear=0 shrinkage=0.01 Tree=811 num_leaves=28 num_cat=5 split_feature=4 0 8 1 25 24 26 25 2 2 3 5 5 8 10 1 16 24 26 26 4 26 24 26 26 5 26 split_gain=140818 199689 143789 132788 107829 730043 115137 76203.7 145331 210923 144427 117749 133444 110704 109580 138414 83666.8 70666.5 55154.2 54619 15067.3 13662.9 11127.9 42239.6 9472.14 6925.11 3028.11 threshold=783.3660000000001 384.29599999999999 168.94500000000002 23.061000000000003 0 1 2022.5000000000002 2 1432.0500000000002 1054.5000000000002 543.52500000000009 518.47500000000002 388.83500000000009 275.17750000000007 897.08550000000014 11.349000000000002 1079.5035000000003 3 2022.5000000000002 2022.5000000000002 1086.5100000000002 2022.5000000000002 4 2022.5000000000002 2022.5000000000002 764.58775000000003 2022.5000000000002 decision_type=2 2 2 2 9 1 2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 left_child=4 2 3 18 5 6 -1 10 9 14 11 12 13 -6 16 -16 -9 21 -2 -11 -20 -7 26 -24 -12 -13 -19 right_child=1 -3 -4 -5 7 17 -8 8 -10 19 24 25 -14 -15 15 -17 -18 22 20 -21 -22 -23 23 -25 -26 -27 -28 leaf_value=1.2114826022061436 -0.1365163717865944 -1.0065310445139486 0.62132781288840555 0.3019839273077069 -0.020413032905203771 0.22972778322367834 0.5754894292859708 0.0018581529110263853 -0.6611234755949541 1.0765954284667969 -0.69330990612506871 -0.33810040171941119 0.72228282848993941 -0.35516803004536779 0.85209848908817065 -0.088320822551332667 0.58043925476074221 -0.05588156705722213 -0.43273989207214786 0.37547401572465894 -0.74524289925893139 0.013593521092907858 -0.47714190349244234 -0.083016909873829439 -0.42851109531947545 -0.54515043858119416 -0.15756258394707132 leaf_weight=55 40 31 22 33 8159 58 59 94276 33 20 22 30 24 100 34 29 25 64 27 25 36 59 57 52 35 35 54 leaf_count=55 40 31 22 33 8159 58 59 94276 33 20 22 30 24 100 34 29 25 64 27 25 36 59 57 52 35 35 54 internal_value=0 -0.272705 -0.128726 -0.250058 0.000504418 0.151951 0.811173 -0.000184761 0.0023843 0.00261648 -0.0290203 -0.0256295 -0.0223025 -0.0244662 0.00229007 0.419207 0.00201154 -0.0832558 -0.426926 0.687084 -0.611313 0.11123 -0.183961 -0.264823 -0.530714 -0.449589 -0.0944125 internal_weight=0 189 158 136 103305 458 114 102847 94442 94409 8405 8348 8283 8259 94364 63 94301 344 103 45 63 117 227 109 57 65 118 internal_count=103494 189 158 136 103305 458 114 102847 94442 94409 8405 8348 8283 8259 94364 63 94301 344 103 45 63 117 227 109 57 65 118 cat_boundaries=0 5 6 12 13 14 cat_threshold=1073741824 0 4096 131072 2147483648 76 2752512066 608462848 33832960 1210122242 2492464 696 385 2096 is_linear=0 shrinkage=0.01 Tree=812 num_leaves=31 num_cat=5 split_feature=4 0 9 8 1 25 24 26 25 3 14 1 0 8 10 17 10 7 16 3 1 24 26 3 26 4 24 26 26 26 split_gain=138016 196081 253276 173469 125952 105683 715515 112846 74675.2 141280 127794 109776 325344 109741 101649 83934 116098 147040 102151 190887 82589.4 69260.2 60925.1 44307.9 13391 12818.3 10906.4 41399 9283.64 2967.85 threshold=783.3660000000001 205.86150000000001 120.35750000000003 143.29500000000004 23.061000000000003 0 1 2022.5000000000002 2 543.52500000000009 606.07650000000001 470.21364 242.38250000000002 275.17750000000007 897.08550000000014 291.77500000000003 206.34700000000004 31.615000000000006 1079.5035000000003 1439.8675000000001 11.349000000000002 3 2022.5000000000002 43.313750000000006 2022.5000000000002 1086.5100000000002 4 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 9 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 left_child=5 3 -3 4 22 6 7 -1 9 10 11 13 -13 -7 15 18 17 -17 19 -10 -16 24 -2 -18 -8 -24 29 -28 -11 -23 right_child=1 2 -4 -5 -6 8 21 -9 14 28 -12 12 -14 -15 20 16 23 -19 -20 -21 -22 26 25 -25 -26 -27 27 -29 -30 -31 leaf_value=1.1993678020130505 -0.08502420046390631 -1.5791609963126805 -0.040466838836669919 0.76999966049194346 0.38754991788130538 -0.023401043022110317 0.22743050988378197 0.56973450564037442 0.0026206452235359172 -0.68637681863524691 -0.75441620528697972 0.006407872558467918 1.4481392531394961 -0.35677730678915981 0.72764376068115244 -0.23256655288996494 -0.349293023889715 0.3733147488000258 0.69990555082048689 -0.83832698680736406 0.012613732099533082 -0.055322746904566886 -0.42841248953783956 -0.99963085556030284 0.013457590210235727 -0.72026224921731385 -0.47237048529742054 -0.08218673003962837 -0.42422598895004821 -0.15598695716924138 leaf_weight=55 39 23 20 20 26 7848 58 59 94354 22 24 72 20 100 35 164 22 53 21 27 30 64 27 20 59 34 57 52 35 54 leaf_count=55 39 23 20 20 26 7848 58 59 94354 22 24 72 20 100 35 164 22 53 21 27 30 64 27 20 59 34 57 52 35 54 internal_value=0 -0.269977 -0.863489 -0.0951761 -0.232506 0.000499374 0.150431 0.803061 -0.000182914 -0.0292657 -0.025795 -0.02362 0.319828 -0.0275955 0.00231322 0.00204202 -0.177731 -0.0845863 0.00253524 0.00238007 0.39763 -0.0824232 -0.39372 -0.658978 0.110118 -0.591083 -0.182121 -0.262175 -0.525407 -0.0934684 internal_weight=0 189 43 146 126 103305 458 114 102847 8121 8064 8040 92 7948 94726 94661 259 217 94402 94381 65 344 100 42 117 61 227 109 57 118 internal_count=103494 189 43 146 126 103305 458 114 102847 8121 8064 8040 92 7948 94726 94661 259 217 94402 94381 65 344 100 42 117 61 227 109 57 118 cat_boundaries=0 5 6 12 13 14 cat_threshold=1073741824 0 4096 131072 2147483648 76 2886729794 608460800 33832960 136396802 10618928 696 385 2096 is_linear=0 shrinkage=0.01 Tree=813 num_leaves=27 num_cat=5 split_feature=4 13 8 25 24 26 2 25 2 2 3 5 5 2 24 5 8 26 24 26 26 26 3 5 4 4 split_gain=135269 172653 332468 103580 701277 110600 88931 74830.2 142555 206487 140124 116483 129937 108557 341658 169976 107613 73576.3 68085.1 60625.6 53579.5 35353.9 9138.57 6764.55 434.579 0.318403 threshold=783.3660000000001 53.312450000000005 168.94500000000002 0 1 2022.5000000000002 158.28725000000003 2 1432.0500000000002 1054.5000000000002 543.52500000000009 518.47500000000002 388.83500000000009 362.00600000000003 3 606.07650000000001 275.17750000000007 2022.5000000000002 4 2022.5000000000002 2022.5000000000002 2022.5000000000002 888.10000000000014 764.58775000000003 1086.5100000000002 1086.5100000000002 decision_type=2 2 2 9 1 2 2 9 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 left_child=3 2 6 4 5 -1 17 10 9 13 11 12 16 15 -15 -9 -5 25 19 -6 -11 -20 -12 -13 -19 -2 right_child=1 -3 -4 7 18 -7 -8 8 -10 20 22 23 -14 14 -16 -17 -18 24 21 -21 -22 -23 -24 -25 -26 -27 leaf_value=1.1873740851662375 0.084035818439263568 -0.992031787293298 1.0320862788245793 -0.018777860625068265 0.35180828947769965 0.56403715506448582 -0.88568046549092172 0.0012247575413593338 -0.65446718190655562 1.0659206886291503 -0.41217119147380199 -0.33476358811060586 0.71465604066848754 0.38956098389448285 -0.14134605170845724 0.32443558533773098 -0.34844243437647821 -0.39296424388885498 -0.30455024497064409 -0.10178503267100601 0.37150341102480888 -0.053606642129329536 -0.66862783849239349 -0.5393992745535714 -0.44436635218168563 0.085633099277814234 leaf_weight=55 26 28 21 10093 57 59 23 91792 33 20 33 30 24 259 216 163 100 29 122 61 25 104 24 35 38 24 leaf_count=55 26 28 21 10093 57 59 23 91792 33 20 33 30 24 259 216 163 100 29 122 61 25 104 24 35 38 24 internal_value=0 -0.267278 -0.141234 0.00049438 0.148927 0.79503 -0.317231 -0.000181085 0.0026715 0.0029063 -0.0256825 -0.0229663 -0.0202816 0.00257658 0.153364 0.00179768 -0.0220121 -0.205485 -0.081599 0.108158 0.680133 -0.18106 -0.520153 -0.444952 -0.422118 0.0848025 internal_weight=0 189 161 103305 458 114 140 102847 92508 92475 10339 10282 10217 92430 475 91955 10193 117 344 118 45 226 57 65 67 50 internal_count=103494 189 161 103305 458 114 140 102847 92508 92475 10339 10282 10217 92430 475 91955 10193 117 344 118 45 226 57 65 67 50 cat_boundaries=0 5 6 12 13 14 cat_threshold=1073741824 0 4096 131072 2147483648 76 2752512002 742746112 33832960 1210122242 2230320 696 857 2305 is_linear=0 shrinkage=0.01 Tree=814 num_leaves=25 num_cat=5 split_feature=4 0 8 1 25 24 25 2 2 3 14 1 0 2 2 5 5 24 3 1 4 24 4 3 split_gain=132577 192120 135726 129317 101518 687321 71956.5 139568 202589 135832 125207 107490 319039 161512 106955 335334 166934 67243.9 40855.1 37858.6 12043.8 10597 9381.23 8956.71 threshold=783.3660000000001 384.29599999999999 168.94500000000002 23.061000000000003 0 1 2 1432.0500000000002 1054.5000000000002 543.52500000000009 606.07650000000001 470.21364 242.38250000000002 654.54975000000002 362.00600000000003 174.00500000000002 606.07650000000001 3 9.2080380000000037 9.2110000000000021 1468.3681000000001 4 904.34825000000012 888.10000000000014 decision_type=2 2 2 2 9 1 9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 left_child=4 2 3 18 5 -1 9 8 14 10 11 13 -13 -6 16 -16 -8 -7 20 -10 22 -19 -2 -11 right_child=1 -3 -4 -5 6 17 7 -9 19 23 -12 12 -14 -15 15 -17 -18 21 -20 -21 -22 -23 -24 -25 leaf_value=0.78708005637891831 -0.2181881355047226 -0.98439132075155944 0.60533864281394267 0.30351584058819397 -0.023585010988175035 0.10890366465791942 0.00089245747722694561 -0.64792251312371463 0.9446508240699768 -0.40804947911338374 -0.74632998635371528 0.0065356013220217489 1.434226927280426 -0.63808768682701644 0.2951536944694817 -0.34086469620396598 0.32119122659867527 -0.091738830721005804 -0.77713980277379346 0.36325328311749866 -0.12456362380981446 -0.25786025877760238 -0.49113138268975653 -0.66194156587123876 leaf_weight=114 20 31 22 33 8058 117 93857 33 24 33 24 72 20 43 368 107 163 118 24 21 25 109 34 24 leaf_count=114 20 31 22 33 8058 117 93857 33 24 33 24 72 20 43 368 107 163 118 24 21 25 109 34 24 internal_value=0 -0.264605 -0.123381 -0.241262 0.000489676 0.147438 -0.000179033 0.00229619 0.00252339 -0.0284397 -0.0250995 -0.0229868 0.316903 -0.0268468 0.00220394 0.151882 0.00144775 -0.080783 -0.415803 0.673332 -0.306029 -0.179021 -0.390041 -0.514951 internal_weight=0 189 158 136 103305 458 102847 94573 94540 8274 8217 8193 92 8101 94495 475 94020 344 103 45 79 227 54 57 internal_count=103494 189 158 136 103305 458 102847 94573 94540 8274 8217 8193 92 8101 94495 475 94020 344 103 45 79 227 54 57 cat_boundaries=0 5 6 12 13 14 cat_threshold=1073741824 0 4096 131072 2147483648 76 2886729792 608460800 33832960 136396802 2496560 696 385 2096 is_linear=0 shrinkage=0.01 Tree=815 num_leaves=25 num_cat=2 split_feature=3 0 2 12 6 16 25 24 0 14 2 14 7 15 2 1 26 8 12 0 3 16 13 26 split_gain=212808 154183 153010 871437 186314 112806 114392 289959 526624 254732 248795 183418 105524 109532 90678.3 87152.2 146749 83655.4 118277 126333 64234 47769.8 21343.4 289.79 threshold=888.10000000000014 165.29860000000002 873.74500000000012 143.12500000000003 124.18500000000002 518.28800000000012 0 1 883.10000000000014 540.75000000000011 590.51250000000016 514.44500000000005 112.36650000000002 157.55100000000002 60.912500000000001 53.557967000000005 2022.5000000000002 1117.4100000000001 1040.4400000000003 1438.4900000000002 1439.8675000000001 1079.5035000000003 23.222303500000006 2022.5000000000002 decision_type=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=2 14 5 4 15 6 7 8 9 -1 11 -9 13 21 20 16 -4 18 19 -8 23 22 -7 -2 right_child=1 -3 3 -5 -6 12 17 10 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.11375775280675099 -0.13196123807132243 0.17377200255522859 0.82578809377309437 2.2641186571121215 -0.86386997890472417 -0.024709129287880296 -0.00072295438719227319 -0.026124073550369137 1.4150262137382261 -0.88083625353299655 -1.0014777715389545 0.8908190891959451 -0.74447867138518231 0.52885999940690542 -1.0309102970553983 -0.23284538749286107 -0.037937256491609984 0.45668429422378537 0.62707649305462843 -0.66084427669130519 -0.75928060728928148 -0.65502253293991086 -0.41236248087882998 -0.18218317349751789 leaf_weight=2687 20 37 37 20 20 49 97406 2596 31 26 26 22 36 21 31 35 42 40 30 29 29 24 20 27 leaf_count=2687 20 37 37 20 20 49 97406 2596 31 26 26 22 36 21 31 35 42 40 30 29 29 24 20 27 internal_value=0 -0.38268 0.00201372 0.316988 0.0263717 0.00154299 0.00194248 0.046753 0.118602 0.104226 -0.0279798 -0.0184187 -0.272491 -0.123443 -0.575098 0.182554 0.366592 -0.000538429 -0.00072613 -0.000919429 -0.389175 -0.270737 -0.137072 -0.160812 internal_weight=0 144 103197 154 134 103043 102893 5388 2744 2713 2644 2618 150 114 107 114 79 97505 97465 97435 76 93 69 47 internal_count=103341 144 103197 154 134 103043 102893 5388 2744 2713 2644 2618 150 114 107 114 79 97505 97465 97435 76 93 69 47 cat_boundaries=0 6 7 cat_threshold=33024 536887296 4120 3276840 2282751026 256 1650 is_linear=0 shrinkage=0.01 Tree=816 num_leaves=22 num_cat=1 split_feature=3 0 2 12 4 22 2 2 0 2 3 26 24 6 2 3 18 3 0 26 2 split_gain=208573 151115 149965 854695 132483 127209 98889 88873.8 83266.5 670426 205526 81399.5 68183.1 199152 118730 62955.7 35245.4 33549.2 3582.52 284.023 73.3775 threshold=888.10000000000014 165.29860000000002 873.74500000000012 86.455000000000027 221.43500000000003 379.00000000000006 747.71500000000015 60.912500000000001 883.10000000000014 266.22500000000008 126.081 2022.5000000000002 0 1424.6500000000003 348.16250000000008 1439.8675000000001 9.4137500000000021 15.095500000000003 4.4342985000000015 2022.5000000000002 1432.0500000000002 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=2 7 5 4 11 6 8 15 12 10 -10 18 14 -14 -1 19 -7 -8 -4 -2 -13 right_child=1 -3 3 -5 -6 16 17 -9 9 -11 -12 20 13 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.0083987016293824695 -0.1306416263282299 0.17203430729943353 0.47509950637817383 2.1386420007185505 -0.74001756423711784 -0.28775964835110834 -0.22686377278080694 -1.0206011773693946 -0.1772924785771646 1.8955221648443314 0.89441127186729807 -0.11682518289807964 0.0070710372613085595 0.91816338022549948 -0.24198762696253384 -0.75168779965104737 -0.81680569338798525 -0.76723611116409307 0.30988640944163004 -0.18036133801495588 -0.14026341099630701 leaf_weight=34016 20 37 35 22 20 34 27 31 121 21 21 34 68520 24 219 29 20 20 21 27 22 leaf_count=34016 20 37 35 22 20 34 27 31 121 21 21 34 68520 24 219 29 20 20 21 27 22 internal_value=0 -0.378853 0.00199359 0.313818 0.00968102 0.00152756 0.00178198 -0.569347 0.00199136 0.22783 -0.0188011 0.143556 0.00163319 0.00738897 -0.00989007 -0.385283 -0.483703 -0.456809 0.413145 -0.159204 -0.126033 internal_weight=0 144 103197 154 132 103043 102989 107 102942 163 142 112 102779 68544 34235 76 54 47 56 47 56 internal_count=103341 144 103197 154 132 103043 102989 107 102942 163 142 112 102779 68544 34235 76 54 47 56 47 56 cat_boundaries=0 1 cat_threshold=2216 is_linear=0 shrinkage=0.01 Tree=817 num_leaves=26 num_cat=2 split_feature=3 0 2 11 4 22 25 24 0 4 14 4 0 14 3 3 0 0 2 0 2 26 2 22 26 split_gain=204422 148108 146981 853795 145401 124677 102551 277750 494850 283343 271952 200190 280305 197827 143337 87441.2 85731.9 513047 186615 83514.7 58070.5 70723.2 53981 21537.5 278.371 threshold=888.10000000000014 165.29860000000002 873.74500000000012 221.00625000000005 264.75500000000005 379.00000000000006 0 1 883.10000000000014 156.13200000000003 437.65500000000003 1086.5100000000002 10.050250000000004 464.33100000000007 543.52500000000009 1439.8675000000001 468.26850000000007 438.09750000000008 408.041 130.34875000000002 1054.5000000000002 2022.5000000000002 60.912500000000001 550.81750000000011 2022.5000000000002 decision_type=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 left_child=2 15 5 4 19 6 7 8 13 10 -9 16 -13 -1 -11 22 17 -8 -18 20 -4 -22 24 -7 -2 right_child=1 -3 3 -5 -6 23 11 9 -10 14 -12 12 -14 -15 -16 -17 18 -19 -20 -21 21 -23 -24 -25 -26 leaf_value=0.11194942657822936 -0.12933520568907261 0.17031393811509418 -0.36400400144082534 2.238000342845917 -0.76342615234851841 -0.28641996707235062 -0.00080616333060895106 -0.0072639675219232838 1.3525568380951882 -0.45524609452847281 1.1356895710173107 0.055555349518271062 1.5475176486968993 -0.61480847007349915 0.43305291056632994 -0.93362991547584528 -0.092456603842611257 1.1932027069065307 -0.97608240567720861 0.69936948859173309 0.53197646417925437 -0.1331941072417028 -0.77790051579475405 -0.68611476146257844 -0.17855772371645326 leaf_weight=2610 20 37 27 20 20 28 97258 2400 32 198 21 34 20 38 20 40 296 36 26 23 31 33 20 26 27 leaf_count=2610 20 37 27 20 20 28 97258 2400 32 198 21 34 20 38 20 40 296 36 26 23 31 33 20 26 27 internal_value=0 -0.375065 0.00197365 0.31068 0.0230204 0.00151228 0.00176416 0.0444822 0.116025 -0.0283359 0.00265013 -0.000566714 0.608134 0.10152 -0.373751 -0.563654 -0.000903498 -0.000364365 -0.163805 0.160993 0.0249204 0.188998 -0.342773 -0.478866 -0.157612 internal_weight=0 144 103197 154 134 103043 102989 5319 2680 2639 2421 97670 54 2648 218 107 97616 97294 322 114 91 64 67 54 47 internal_count=103341 144 103197 154 134 103043 102989 5319 2680 2639 2421 97670 54 2648 218 107 97616 97294 322 114 91 64 67 54 47 cat_boundaries=0 5 6 cat_threshold=33024 536887296 4104 3276840 2282751026 1650 is_linear=0 shrinkage=0.01 Tree=818 num_leaves=29 num_cat=2 split_feature=3 0 2 11 1 4 16 25 24 0 4 14 14 4 0 3 0 1 7 15 26 2 19 3 16 13 2 26 split_gain=200354 145160 144056 836805 197875 120928 110274 109918 281304 501990 255239 287278 246978 209309 295022 123265 112004 116961 103042 107518 102064 86057.4 73713.8 60081 46726.7 21030.8 3383.27 272.831 threshold=888.10000000000014 165.29860000000002 873.74500000000012 221.00625000000005 55.204000000000015 130.1901 518.28800000000012 0 1 883.10000000000014 156.13200000000003 437.65500000000003 540.75000000000011 1086.5100000000002 10.050250000000004 514.39811750000013 658.11750000000018 352.68673250000012 112.36650000000002 157.55100000000002 2022.5000000000002 60.912500000000001 436.35489999999999 1439.8675000000001 1079.5035000000003 23.222303500000006 1432.0500000000002 2022.5000000000002 decision_type=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 2 left_child=2 21 6 4 20 -6 7 8 9 12 11 -10 -1 16 -15 -12 22 -18 19 24 -4 23 -9 27 25 -8 -22 -2 right_child=1 -3 3 -5 5 -7 18 13 10 -11 15 -13 -14 14 -16 -17 17 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 leaf_value=0.11406526323987315 -0.1280418431684375 0.16861080955814672 0.67931107783317568 2.2156203508377077 -0.067366917239768162 -1.0854675483703613 -0.024356789272658681 -0.00065701021736695525 -0.0078315271504475741 1.3843744111830187 -0.43854022189664343 1.1956660147905351 -0.86544910357548643 0.054999798886916217 1.5856265249252319 0.36841410205477759 -0.14890158935714123 -0.89396992855072033 -0.73584904763433667 0.52412010317757018 0.067233012187480928 -1.00206359494117 0.32396769940853121 -0.73483462004825983 -0.64815826018651324 -0.4091606501936913 -0.10494105893941154 -0.176772146931401 leaf_weight=2591 20 37 40 20 28 20 49 97338 2391 31 192 20 26 34 20 21 134 25 36 21 25 31 70 29 24 20 21 27 leaf_count=2591 20 37 40 20 28 20 49 97338 2391 31 192 20 26 34 20 21 134 25 36 21 25 31 70 29 24 20 21 27 internal_value=0 -0.371314 0.00195391 0.307573 0.0227902 -0.491576 0.00149716 0.00189214 0.0463238 0.11887 -0.0270596 0.00215186 0.104334 -0.00051207 0.621899 -0.358981 -0.000856605 -0.266051 -0.269444 -0.122158 0.309878 -0.558017 -0.000423726 -0.376893 -0.268091 -0.135894 -0.0113682 -0.156036 internal_weight=0 144 103197 154 134 48 103043 102893 5272 2648 2624 2411 2617 97621 54 213 97567 159 150 114 86 107 97408 76 93 69 46 47 internal_count=103341 144 103197 154 134 48 103043 102893 5272 2648 2624 2411 2617 97621 54 213 97567 159 150 114 86 107 97408 76 93 69 46 47 cat_boundaries=0 5 6 cat_threshold=33024 536887296 4104 3276840 2282751026 1650 is_linear=0 shrinkage=0.01 Tree=819 num_leaves=24 num_cat=0 split_feature=3 0 2 12 1 16 0 11 1 3 11 1 1 1 5 2 2 2 16 2 0 16 3 split_gain=196367 142271 141189 830568 116931 108079 97954.9 85137.9 103371 84533.8 81907.8 79054.6 78293.1 109100 110715 100736 68827.5 51459 45190.2 25944.2 25752.7 1814.89 64.5491 threshold=888.10000000000014 165.29860000000002 873.74500000000012 86.455000000000027 55.204000000000015 518.28800000000012 242.38250000000002 75.218420000000023 2.6565000000000007 1439.8675000000001 1429.7025000000001 29.182600000000004 1449.0631000000001 891.44875000000013 606.07650000000001 74.884000000000015 1432.0500000000002 60.912500000000001 1079.5035000000003 1054.5000000000002 0.45700000000000007 655.48225000000014 1077.3535000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 9 5 4 16 10 -6 8 18 17 12 -9 13 14 -1 -15 19 22 21 -4 -14 -7 -2 right_child=1 -3 3 -5 6 7 -8 11 -10 -11 -12 -13 20 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.0016333893699175307 -0.14143562725612097 0.16692469983487518 0.21357221283294536 2.103380139090798 -0.84408792574579528 -0.21684681982829651 0.079705794074318631 -0.2126538739421151 0.39559744499880695 -0.91621039688587191 -0.5488376251856486 -1.060402579090812 0.21126622331553491 -0.16311813608526368 0.2153378689730609 -0.94904991513206849 -0.15445975450738783 -0.76010086250305176 -0.71387953186035158 0.64802317590585778 0.67770617437362679 -0.10397528535553388 -0.16500769427476022 leaf_weight=102480 21 37 27 22 24 29 22 22 29 40 27 22 29 73 243 21 31 20 20 28 20 28 26 leaf_count=102480 21 37 27 22 24 29 22 22 29 40 27 22 29 73 243 21 31 20 20 28 20 28 26 internal_value=0 -0.367601 0.00193437 0.304498 0.00468381 0.00148219 -0.402274 -0.266749 -0.113256 -0.552437 0.00187322 -0.636528 0.00201777 0.00182732 0.00213893 -0.338699 0.222359 -0.335259 -0.304902 0.434747 0.40165 -0.161401 -0.154475 internal_weight=0 144 103197 154 132 103043 46 150 106 107 102893 44 102866 102817 102723 94 86 67 77 55 49 57 47 internal_count=103341 144 103197 154 132 103043 46 150 106 107 102893 44 102866 102817 102723 94 86 67 77 55 49 57 47 is_linear=0 shrinkage=0.01 Tree=820 num_leaves=11 num_cat=1 split_feature=22 16 4 25 26 2 2 9 26 26 split_gain=201937 109942 105412 106233 242216 83572 107530 73012.5 72308.2 10406.1 threshold=550.81750000000011 1079.5035000000003 1468.3681000000001 0 2022.5000000000002 1432.0500000000002 1054.5000000000002 792.15000000000009 2022.5000000000002 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 -7 right_child=-2 -3 -4 5 -6 9 8 -9 -10 -11 leaf_value=0.57904797721617296 0.91628222227096556 0.52306016492843621 -0.49066441882740369 -0.0012762868222665103 -0.11878995460648167 -0.22340966892242431 0.83686467742919923 -0.226607350009597 0.11403332125756048 -0.51418354935711252 leaf_weight=101 24 40 44 102916 98 20 25 144 31 32 leaf_count=101 24 40 44 102916 98 20 25 144 31 32 internal_value=0 -0.0011046 -0.00130735 -0.00109904 0.224126 -0.00155505 -0.00135309 -0.00159113 0.436726 -0.402347 internal_weight=0 103451 103411 103367 199 103168 103116 103060 56 52 internal_count=103475 103451 103411 103367 199 103168 103116 103060 56 52 cat_boundaries=0 5 cat_threshold=0 0 4096 131072 2147483648 is_linear=0 shrinkage=0.01 Tree=821 num_leaves=23 num_cat=2 split_feature=22 13 0 13 5 12 12 13 10 25 14 5 25 0 12 10 10 14 12 9 3 8 split_gain=197918 116898 237432 120049 452277 116935 286227 98712.3 114986 93848.1 94243 353490 98840.9 78904.5 119575 42143.1 31971.4 29456.6 27979.9 27050.6 25304.9 24536.4 threshold=550.81750000000011 419.83380000000005 538.27200000000016 280.30300000000005 240.04000000000002 1040.4400000000003 1362.4500000000003 348.30332000000004 97.217500000000015 0 766.49265000000003 15.581850000000001 1 156.17100000000002 199.56750000000002 199.26574300000001 94.809500000000014 345.93555000000009 4.3550000000000004 21.826000000000004 60.784245000000006 194.07550000000001 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 3 13 5 7 9 -7 8 19 -1 12 -12 -11 15 -15 17 18 21 -9 -5 -17 -3 right_child=-2 2 -4 4 -6 6 -8 16 -10 10 11 -13 -14 14 -16 20 -18 -19 -20 -21 -22 -23 leaf_value=0.20993446111537162 0.90711940546830494 -0.13864476843426624 -1.1982516262748026 0.22593789279460907 1.471662268271813 1.267427769502004 -0.26146843490600585 -0.23413230964115689 0.94286381539844333 -0.035742881457524418 -0.049529474089885575 1.4921963815689088 0.00090476285197591889 0.79211823333393439 -0.21873441352844239 -0.23868866258859633 -0.51097732180640809 -0.47744276033206418 0.16572433801492056 -0.1879000299627131 -0.74172818946838381 0.20074402961730958 leaf_weight=200 24 144 22 56 26 24 25 42 21 7970 58 20 94636 22 25 20 21 22 30 22 20 25 leaf_count=200 24 144 22 56 26 24 25 42 21 7970 58 20 94636 22 25 20 21 22 30 22 20 25 internal_value=0 -0.00109355 -0.198205 -0.000520279 0.233898 -0.00101675 0.487379 0.0662839 0.286049 -0.00124935 -0.00168096 0.345785 -0.00194527 -0.119065 0.254431 -0.195058 -0.16766 -0.133246 -0.0675254 0.109214 -0.490208 -0.0884393 internal_weight=0 103451 300 103151 218 102933 49 192 99 102884 102684 78 102606 278 47 231 93 191 72 78 40 169 internal_count=103475 103451 300 103151 218 102933 49 192 99 102884 102684 78 102606 278 47 231 93 191 72 78 40 169 cat_boundaries=0 5 11 cat_threshold=0 0 4096 131072 2147483648 33024 1196032 514 144703744 35128376 3 is_linear=0 shrinkage=0.01 Tree=822 num_leaves=11 num_cat=1 split_feature=22 25 26 12 12 2 2 10 26 3 split_gain=193980 92884.9 237237 85584.3 299976 81950.2 105232 81673.8 71047.3 43236.9 threshold=550.81750000000011 0 2022.5000000000002 1362.4500000000003 1040.4400000000003 1432.0500000000002 1054.5000000000002 1439.8675000000001 2022.5000000000002 6.6572445000000009 decision_type=2 9 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 6 7 -3 -8 -7 right_child=-2 3 -4 -5 -6 9 8 -9 -10 -11 leaf_value=0.55764306201069969 0.89804817100365952 -0.0015183757693712269 -0.12779241843968631 -0.54468330348360128 1.0335579759734017 -0.13156042729105269 0.82856826171874998 -0.50680029809474947 0.11206685845890353 -0.7099818517143528 leaf_weight=102 24 103052 100 29 28 28 25 32 31 24 leaf_count=102 24 103052 100 29 28 28 25 32 31 24 internal_value=0 -0.00108245 0.208021 -0.00151154 -0.00135908 -0.0016399 -0.0014398 -0.00167523 0.431934 -0.398524 internal_weight=0 103451 202 103249 103220 103192 103140 103084 56 52 internal_count=103475 103451 202 103249 103220 103192 103140 103084 56 52 cat_boundaries=0 5 cat_threshold=0 0 4096 131072 2147483648 is_linear=0 shrinkage=0.01 Tree=823 num_leaves=25 num_cat=2 split_feature=13 13 16 0 2 10 12 12 9 8 8 12 25 26 14 10 25 2 21 14 0 0 10 10 split_gain=121159 301434 879371 230018 213318 333270 113517 274773 106662 118673 108770 110380 90270.9 234942 92495.6 220554 97583.9 354183 235972 83413.3 44950.5 38643.4 31506.8 24518.6 threshold=419.83380000000005 280.30300000000005 371.89150000000006 538.27200000000016 142.00890000000001 173.15041250000004 1040.4400000000003 1362.4500000000003 551.9285000000001 422.73350000000011 132.78900000000002 422.00100000000003 0 2022.5000000000002 766.49265000000003 43.352000000000011 1 1054.5000000000002 58.654500000000006 1018.0250000000002 14.254000000000003 134.23250000000004 16.533750000000005 199.26574300000001 decision_type=2 2 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 6 4 8 5 21 12 -8 9 10 11 23 13 -1 16 19 18 -18 -14 -16 -12 22 -3 -2 right_child=3 2 -4 -5 -6 -7 7 -9 -10 -11 20 -13 14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.5520666284482999 -0.087078626277880405 0.096699207379267765 2.2661718749999999 -1.1850303701920943 -0.82047048568725589 1.2702726285798209 1.2444178704420725 -0.25357367568016054 0.58052757310867309 -0.91742826843261727 0.038651101485542627 -0.86597378658211754 -0.040798371371691691 -0.13355089803891523 1.1055717228889466 -0.50587588440288189 0.00039619038896699169 0.82592396293122039 0.53428904275099431 0.32921607955809562 0.68687129390239721 0.49102770423889164 -0.29249897406651426 -0.45897895255684851 leaf_weight=102 156 104 22 22 20 28 24 25 20 20 23 23 7900 98 25 22 94600 52 72 31 20 20 26 20 leaf_count=102 156 104 22 22 20 28 24 25 20 20 23 23 7900 98 25 22 94600 52 72 31 20 20 26 20 internal_value=0 -0.000277783 0.369483 -0.200209 0.15874 0.268764 -0.00106794 0.480136 -0.123379 -0.177112 -0.115929 -0.214479 -0.00129708 0.205823 -0.0017203 0.342509 -0.0019821 0.00084963 -0.0355598 0.675803 0.340149 0.0818153 0.0188596 -0.12934 internal_weight=0 103171 220 304 198 178 102951 49 282 262 242 199 102902 200 102702 78 102624 94652 7972 56 43 150 130 176 internal_count=103475 103171 220 304 198 178 102951 49 282 262 242 199 102902 200 102702 78 102624 94652 7972 56 43 150 130 176 cat_boundaries=0 5 11 cat_threshold=0 0 4096 131072 2147483648 33024 1196032 514 144703744 35128376 3 is_linear=0 shrinkage=0.01 Tree=824 num_leaves=17 num_cat=3 split_feature=22 13 0 16 25 26 0 25 24 0 12 18 1 1 11 2 split_gain=189348 112071 227598 117501 94241.5 220338 80497.4 85082.6 100716 77445 116081 68223.8 59316.7 31525.3 51519.4 59446.7 threshold=550.81750000000011 419.83380000000005 538.27200000000016 1079.5035000000003 0 2022.5000000000002 1438.4900000000002 1 2 156.17100000000002 199.56750000000002 1018.0250000000002 13.903 133.78600000000003 264.3250000000001 115.97000000000001 decision_type=2 2 2 2 9 2 2 9 1 2 2 2 2 2 2 2 left_child=1 3 9 4 5 -1 7 8 -6 13 -11 -9 -8 14 15 -3 right_child=-2 2 -4 -5 6 -7 12 11 -10 10 -12 -13 -14 -15 -16 -17 leaf_value=0.54654597726522713 0.88726887613534933 -0.12482360921115522 -1.1731800677559592 0.56293073654174808 0.082421471951371533 -0.11916424151855645 0.63905444145202639 -0.00094298495911388782 -0.29068904368267506 0.78322062839161266 -0.21275294265747072 0.56909365608578644 -0.04727207946777344 -0.45513984777425465 0.34049563169479369 -0.68122375293211501 leaf_weight=102 24 151 22 37 108 97 34 102527 205 22 25 21 20 38 20 22 leaf_count=102 24 151 22 37 108 97 34 102527 205 22 25 21 20 38 20 22 internal_value=0 -0.00106255 -0.194062 -0.000501239 -0.000703413 0.211429 -0.00113403 -0.00133678 -0.163382 -0.116578 0.253447 -0.000826171 0.384859 -0.191864 -0.140028 -0.19558 internal_weight=0 103451 300 103151 103114 199 102915 102861 313 278 47 102548 54 231 193 173 internal_count=103475 103451 300 103151 103114 199 102915 102861 313 278 47 102548 54 231 193 173 cat_boundaries=0 5 10 11 cat_threshold=0 0 4096 131072 2147483648 0 0 0 134217984 48 588 is_linear=0 shrinkage=0.01 Tree=825 num_leaves=38 num_cat=4 split_feature=25 2 4 26 2 6 0 4 8 1 2 0 4 2 2 2 26 2 24 7 10 7 10 3 5 16 25 24 3 6 2 2 3 4 3 5 26 split_gain=141098 397999 876921 233967 214352 368676 146828 299664 146181 142991 106568 512320 410228 150086 493393 361492 143112 102901 492318 573809 228075 204031 189682 115428 98208.1 94926.4 100431 724664 163354 91669.6 101739 74010.8 67814.2 86490.6 13798.5 10582.4 3047.07 threshold=0 873.74500000000012 214.30459450000004 2022.5000000000002 537.86000000000013 396.21550000000008 748.92250000000013 194.61300000000003 2.0792010000000003 1083.8250000000003 381.19000000000005 10.847970000000002 288.16557150000006 36.692646000000011 59.640000000000008 29.184500000000003 2022.5000000000002 266.22500000000008 1 369.57140000000004 28.693750000000005 233.37814 199.26574300000001 249.93500000000003 518.47500000000002 1079.5035000000003 2 3 603.67000000000019 48.820275000000002 873.74500000000012 362.00600000000003 126.081 39.015000000000008 51.871000000000009 1062.3775000000003 2022.5000000000002 decision_type=9 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 9 1 2 2 2 2 2 2 2 2 2 left_child=4 17 3 -3 6 8 9 34 29 10 13 16 -13 15 -15 -1 -12 24 19 20 23 22 31 -19 25 26 27 -2 -28 30 -6 -20 33 35 36 -26 -8 right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 11 12 -14 14 -16 -17 -18 18 21 -21 -22 -23 -24 -25 32 -27 28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 leaf_value=-0.02701096837438716 0.36508238980586227 0.65083493757247923 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7 3 12 split_gain=138292 390078 859470 229311 210086 361339 143272 129372 109196 175414 136516 481381 862291 270813 109272 140091 105724 131123 188070 142486 93124.8 90201.6 266963 127036 89845.3 99714.2 85021.8 10260.5 2823.3 436.525 threshold=0 873.74500000000012 214.30459450000004 2022.5000000000002 537.86000000000013 396.21550000000008 2.0792010000000003 1449.0631000000001 521.05947000000003 199.56750000000002 266.22500000000008 1 301.53500000000008 28.693750000000005 8.6270000000000007 199.19574300000002 122.08600000000001 799.08500000000015 888.10000000000014 227.56250000000003 920.44288200000017 47.412500000000001 543.52500000000009 2 48.820275000000002 873.74500000000012 131.4025 10.952500000000002 1077.3535000000002 607.84575000000007 decision_type=9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=4 8 3 -3 7 6 24 16 10 26 20 12 13 -12 15 -13 17 18 19 -1 21 23 -23 -2 25 -6 27 29 -20 -10 right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 11 14 -14 -15 -16 -17 -18 -19 28 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85.979250000000022 227.56250000000003 151.12275000000002 252.45450000000002 13.151500000000002 229.61000000000004 483.06600000000009 348.30332000000004 9.2080380000000037 191.05350000000001 388.83500000000009 174.76450000000003 108.75750000000001 288.21750000000009 612.69872000000009 255.87150000000005 321.81750000000005 883.10000000000014 748.92250000000013 64.410500000000013 1449.0631000000001 602.65050000000008 228.79300000000003 173.15041250000004 14.646540000000002 888.10000000000014 8.0975000000000019 4.4342985000000015 14.661000000000001 1077.3535000000002 1438.4900000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 20 -3 4 8 6 -6 30 10 17 14 -12 -11 -14 15 -1 -16 18 26 -20 21 23 32 24 28 -26 29 -28 -2 -5 -8 -21 -22 -34 right_child=1 2 -4 9 5 -7 7 -9 -10 12 11 -13 13 -15 16 -17 -18 -19 19 31 22 -23 -24 -25 25 -27 27 -29 -30 -31 -32 -33 33 -35 leaf_value=-0.04550885752974259 0.00098934090491062865 -0.079172679066658022 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103478 84282.8 624994 414034 372368 374288 330558 273781 268050 224159 195892 160905 134492 114382 231162 100136 173507 123510 98852.7 83790.3 82886.1 55296 25475.9 threshold=0 873.74500000000012 316.39255000000009 1432.0500000000002 1 537.86000000000013 470.21364 13.325260000000002 670.0675 448.18200000000007 38.467500000000008 173.30025000000003 29.582250000000002 78.188750000000013 227.56250000000003 13.506000000000002 48.040040000000012 307.11400000000009 119.56250000000001 164.62650000000002 26.311000000000003 242.38250000000002 1054.5000000000002 2 3 205.81150000000002 180.52280000000005 468.26850000000007 381.19000000000005 417.57500000000005 64.425500000000014 4 367.42525000000006 887.50750000000005 48.914500000000011 5 6 6.0237500000000006 242.70250000000001 211.31080500000004 619.25400000000013 18.754250000000003 27.157275000000002 48.914500000000011 658.11750000000018 decision_type=9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 9 2 2 2 9 1 2 2 2 2 2 2 2 2 left_child=4 23 3 22 5 17 9 8 -8 11 -11 14 13 -13 16 -16 -6 18 20 -20 41 -22 -3 24 -2 28 30 -28 29 -26 -27 32 37 35 -30 36 -33 39 -39 -25 -37 -1 -21 44 -34 right_child=1 2 -4 -5 6 -7 7 -9 -10 10 -12 12 -14 -15 15 -17 -18 -19 19 42 21 -23 -24 31 25 26 27 -29 34 -31 -32 33 43 -35 -36 40 -38 38 -40 -41 -42 -43 -44 -45 -46 leaf_value=-0.11547487816651353 0.71900251678466798 -0.021217535770300663 2.2303276752290269 -0.59987951683275631 0.0084867868000806056 -0.97817831760797747 2.0339814917246501 -0.46842853589491412 -0.050217007236047231 0.0068497310540614987 -1.281760243054094 -0.31878866239027548 1.2645682585866829 0.67090133584063993 0.96723313215616591 -0.439071389903193 -0.37158144854009151 -0.71808220218967744 1.0125309801101685 -0.14108714082738855 -0.28379325257279936 -0.9763621373474598 0.75402811275588133 -0.07149550908969976 0.0046885295866102633 0.033286264637660552 1.7595826676312616 0.18252816756566365 0.94287015766467697 1.1750461779832839 0.74260263310159957 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305061 365966 251004 235379 229336 207780 92937.5 83684.4 80657 78947.1 73441.2 88242.8 40750.3 38850.6 25777.5 threshold=594.30750000000012 291.77500000000003 4.440100000000001 285.3250000000001 658.11750000000018 511.57525000000004 96.823000000000008 367.42525000000006 0 21.000235000000004 236.16900000000004 1449.0631000000001 8.3602500000000024 196.58225000000002 143.29500000000004 86.280000000000015 1 2 606.07650000000001 4.4316985000000004 414.53600000000012 233.37814 40.255800000000001 73.173750000000013 1449.0631000000001 1079.5035000000003 252.12500000000003 169.65250000000003 151.1985 315.17050000000006 1438.4900000000002 438.09750000000008 383.96180000000004 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 4 6 -2 12 -4 11 9 31 13 16 30 28 -15 -5 17 21 20 -20 -19 23 -23 -1 25 26 -18 -14 29 -10 -6 -9 -11 right_child=1 -3 3 15 5 -7 -8 8 10 32 -12 -13 27 14 -16 -17 24 18 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 leaf_value=-0.13385013634937207 0.90270958970232718 2.1130274229049686 -0.69730230178833008 -1.5683755302429199 0.12294866986391022 1.301650429725647 0.48731099843978881 -0.49682690143585206 -0.37799674933315608 1.0327629541467738 -1.0450220203399658 -0.57188010153563129 -0.84921418008350191 0.90553149813697442 -0.44645278549194339 -0.5437760137475055 0.00079764421938021638 -0.012695437826656969 -0.011701087951660156 1.6854407425721487 0.59516577889238087 -0.3415818048715592 -1.385995697092127 0.65650024890899661 0.63692653324293058 -0.52689220893383026 0.1511702987734832 0.017894067310151602 -0.92411761975288387 0.16932813153948104 0.51869631044792408 0.0096126566511211976 0.57718844087227528 leaf_weight=1535 41 20 25 20 123 20 24 28 186 27 29 46 21 21 20 23 98296 2299 27 24 70 95 27 34 23 30 358 21 20 35 33 33 23 leaf_count=1535 41 20 25 20 123 20 24 28 186 27 29 46 21 21 20 23 98296 2299 27 24 70 95 27 34 23 30 358 21 20 35 33 33 23 internal_value=0 0.18996 0.0803835 -0.539255 0.300487 0.187225 -0.117084 -0.00165421 -0.178947 0.227818 -0.321127 -0.000926869 0.0746563 -0.258071 0.246027 -1.02033 -0.000671428 -0.0486294 0.02165 0.786954 0.00526585 -0.148743 -0.572723 -0.116723 0.00133074 0.00118274 0.00134332 -0.41566 -0.343831 -0.291316 0.206665 -0.222851 0.823199 internal_weight=0 371 351 92 259 218 49 103286 422 111 311 102864 198 282 41 43 102818 4111 2420 51 2369 1691 122 1569 98707 98684 98654 42 241 221 156 61 50 internal_count=103657 371 351 92 259 218 49 103286 422 111 311 102864 198 282 41 43 102818 4111 2420 51 2369 1691 122 1569 98707 98684 98654 42 241 221 156 61 50 cat_boundaries=0 1 7 8 cat_threshold=788 32768 262146 528400 37748736 0 131 604 is_linear=0 shrinkage=0.01 Tree=831 num_leaves=26 num_cat=4 split_feature=3 0 2 1 5 0 24 0 16 0 0 24 1 1 6 1 25 24 2 0 2 4 0 4 3 split_gain=173984 131600 708583 1.82347e+06 335726 354355 217087 317710 149413 120405 114356 260650 286129 147019 145549 143682 106836 289709 106264 97775.5 97702.2 70762.4 29756 16208.3 14303.8 threshold=1439.8675000000001 594.30750000000012 505.12500000000006 273.37500000000006 4.440100000000001 658.11750000000018 0 883.10000000000014 920.44288200000017 883.10000000000014 367.42525000000006 1 21.000235000000004 1449.0631000000001 372.84853050000009 511.57525000000004 2 3 128.13330350000004 883.10000000000014 747.71500000000015 6.658744500000001 438.09750000000008 12.891250000000001 87.050000000000026 decision_type=2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 8 4 -4 5 -3 7 -7 10 24 13 12 22 16 15 -13 17 -1 -14 -8 -18 -2 -12 -10 -6 right_child=21 2 3 -5 9 6 19 -9 23 -11 11 14 18 -15 -16 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.15099393466979319 0.97337563018798834 1.0999929201280749 3.5306507255917507 -0.39831934964215315 -1.1293578176498413 -0.29435955961545307 0.075179777622222901 0.835811426834982 -0.63772341410050526 -0.14309137264887492 -0.43811850088614002 -0.32279136098510636 1.2952306896686554 -0.56616130103235662 -1.0078938313892909 0.47174890193939206 0.0010273128610222466 0.01975484953442317 0.35338417633720065 -0.56100135365470516 0.28077891301095487 0.18596650129272824 0.0095165218006480826 -0.28438522446155551 -0.75115353453159328 leaf_weight=1683 25 37 21 27 20 42 40 61 37 36 27 254 25 46 28 25 98514 2406 23 61 125 21 33 20 20 leaf_count=1683 25 37 21 27 20 42 40 61 37 36 27 254 25 46 28 25 98514 2406 23 61 125 21 33 20 20 internal_value=0 -0.0012317 0.188314 1.32061 0.0168635 0.199615 0.0363113 0.341782 -0.00190179 -0.562652 -0.00161906 -0.167284 0.245707 -0.000950108 -0.310462 -0.251596 -0.000697015 -0.0507209 0.843929 -0.281206 0.00138169 0.613906 -0.191919 -0.513745 -0.940256 internal_weight=0 103611 365 48 317 241 204 103 103246 76 103189 415 108 102774 307 279 102728 4089 48 101 98639 46 60 57 40 internal_count=103657 103611 365 48 317 241 204 103 103246 76 103189 415 108 102774 307 279 102728 4089 48 101 98639 46 60 57 40 cat_boundaries=0 1 2 8 9 cat_threshold=3490 788 32768 262146 528400 37748736 0 131 604 is_linear=0 shrinkage=0.01 Tree=832 num_leaves=22 num_cat=2 split_feature=10 2 2 1 24 22 16 5 17 7 16 8 25 2 10 4 7 2 10 10 26 split_gain=112075 307195 230162 181224 180254 174678 159202 87260.6 150461 167635 197874 103439 104276 95828.2 77715.2 61724.9 50102.6 28129 18618.3 14447.9 1968.7 threshold=483.25025000000005 654.54975000000002 329.85800000000006 156.13200000000003 0 550.81750000000011 1079.5035000000003 298.26650000000006 439.37528000000003 477.22500000000008 200.25500000000002 1449.0631000000001 1 1054.5000000000002 897.08550000000014 111.55832500000001 769.5200000000001 44.651250000000005 553.80150000000015 786.71250000000009 2022.5000000000002 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=5 2 3 4 14 6 7 11 9 10 -9 12 20 -14 18 19 -11 -5 -2 -6 -1 right_child=1 -3 -4 17 15 -7 -8 8 -10 16 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.26793269354199606 0.22549315915788926 -1.2778117160995801 0.8593746027739152 -0.51690123176574709 -0.12540440152520718 0.85264602700869252 0.69388057361949584 -0.049790120689307944 0.69178029848181677 -0.9598296710423061 -0.80071784360988718 0.63067487423236557 -0.0007810824518189914 0.34763710394313069 0.64025265890009264 -0.86327992630004891 -0.35020683123515206 -1.0071818880059502 -0.096243847052793235 -0.38193547016098384 0.34904245594091587 leaf_weight=63 35 24 23 25 46 24 33 680 23 28 37 26 102273 79 34 20 26 22 37 42 57 leaf_count=63 35 24 23 25 46 24 33 680 23 28 37 26 102273 79 34 20 26 22 37 42 57 internal_value=0 -0.191422 -0.0996147 -0.184123 -0.0606339 -0.000381615 -0.000579754 -0.000801622 -0.105231 -0.129007 -0.0885409 7.34075e-06 -0.000152677 -0.000512107 0.224999 -0.331148 -0.666308 -0.746394 0.0601561 -0.24784 0.282886 internal_weight=0 308 284 261 214 103349 103325 103292 794 771 717 102498 102472 102352 106 108 54 47 72 88 120 internal_count=103657 308 284 261 214 103349 103325 103292 794 771 717 102498 102472 102352 106 108 54 47 72 88 120 cat_boundaries=0 1 6 cat_threshold=3522 0 0 0 0 2147483680 is_linear=0 shrinkage=0.01 Tree=833 num_leaves=22 num_cat=4 split_feature=3 0 2 1 5 0 24 0 22 16 1 25 14 24 0 24 1 7 0 4 5 split_gain=171192 129442 695449 1.78551e+06 327897 347379 212733 311252 155818 127144 118751 102717 244542 208892 121854 235746 103394 98345.2 95982.6 68838.6 12543.5 threshold=1439.8675000000001 594.30750000000012 505.12500000000006 273.37500000000006 4.440100000000001 658.11750000000018 0 883.10000000000014 550.81750000000011 920.44288200000017 130.14450000000002 1 766.49265000000003 2 367.42525000000006 3 1449.0631000000001 146.25599000000003 883.10000000000014 6.658744500000001 11.043000000000001 decision_type=2 2 2 2 2 2 1 2 2 2 2 9 2 1 2 1 2 2 2 2 2 left_child=1 8 4 -4 5 -3 7 -7 9 11 -6 12 13 -1 16 -16 -13 -12 -8 -2 -11 right_child=19 2 3 -5 10 6 18 -9 -10 20 17 14 -14 -15 15 -17 -18 -19 -20 -21 -22 leaf_value=-0.1534761600949224 0.96352142944335939 1.0890007848997374 3.4954413077944797 -0.39241356107923719 -0.10457690556844076 -0.29140816276981718 0.074651412963867195 0.82721870547435317 -0.74775856273514896 -0.5965061581901141 -1.3915723776817321 0.0014757125281606494 0.93731289520263672 -0.005975216694490546 0.1595774926169444 -0.42466068442355204 -0.52724781371451712 -0.43484144470908426 -0.55566998684992552 0.18688922734487626 -0.28256939476728443 leaf_weight=1422 25 37 21 27 33 42 40 61 28 35 21 98471 25 2929 108 171 37 22 61 21 20 leaf_count=1422 25 37 21 27 33 42 40 61 28 35 21 98471 25 2929 108 171 37 22 61 21 20 internal_value=0 -0.00121055 0.186775 1.30852 0.0169206 0.197529 0.0358401 0.338241 -0.00187513 -0.00167279 -0.555797 -0.00141652 -0.0487702 -0.0545482 0.000685985 -0.208005 0.00127712 -0.902082 -0.278467 0.608972 -0.482347 internal_weight=0 103611 365 48 317 241 204 103 103246 103218 76 103163 4376 4351 98787 279 98508 43 101 46 55 internal_count=103657 103611 365 48 317 241 204 103 103246 103218 76 103163 4376 4351 98787 279 98508 43 101 46 55 cat_boundaries=0 1 7 8 9 cat_threshold=3490 32768 294914 528400 37748736 0 131 600 1872 is_linear=0 shrinkage=0.01 Tree=834 num_leaves=28 num_cat=2 split_feature=0 2 9 5 0 22 7 2 0 25 7 5 0 25 14 2 6 2 2 4 0 9 12 0 4 0 26 split_gain=128095 825754 1.40141e+06 326510 261981 152825 146899 110897 104629 113971 208403 155338 137708 91542.2 201579 155695 226864 95262.6 278313 82980.8 74421.2 68290.2 53781.3 39022 26756.3 6181.82 6374.89 threshold=594.30750000000012 505.12500000000006 4.4316985000000004 4.440100000000001 658.11750000000018 550.81750000000011 359.98750000000001 8.0915000000000017 367.42525000000006 0 181.59500000000003 152.16750000000005 468.26850000000007 1 766.49265000000003 505.12500000000006 163.44010000000003 1432.0500000000002 1054.5000000000002 48.500870000000006 252.12500000000003 181.63000000000002 69.633500000000012 384.29599999999999 3.2712500000000007 748.92250000000013 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 -3 4 -2 8 19 25 13 10 11 12 -10 14 15 16 -1 18 20 -5 -15 -17 23 -11 -25 -6 -27 right_child=1 2 -4 6 7 -7 -8 -9 9 22 -12 -13 -14 17 -16 21 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 leaf_value=-0.065367359747635578 0.93000342100094535 3.0540910316467285 -0.29422952880859377 -0.44116227326721985 0.016445425152778626 -0.74028096667357857 0.1744568920135498 -0.47685314941406248 0.42432537849913254 -0.55152837759918638 -0.63201320787838522 0.82996993129903618 -0.3296054819107056 0.00051529995352130227 0.86677471240361526 -0.58608677158108013 0.20543718106118886 -0.52044139535086498 0.88045528185036448 -1.1976549977269666 0.14536192915412818 -0.001608297168104737 -0.7379864733338356 -0.13028923444747925 -0.41584670157659626 0.22500102959928059 0.084939443120416611 leaf_weight=3650 39 25 25 29 32 28 20 35 47 36 35 33 50 98297 24 77 338 35 36 29 356 27 25 150 42 84 53 leaf_count=3650 39 25 25 29 32 28 20 35 47 36 35 33 50 98297 24 77 338 35 36 29 356 27 25 150 42 84 53 internal_value=0 0.184551 1.37993 -0.00164536 0.179047 -0.00159702 -0.564571 0.0354817 -0.00139672 -0.159287 0.0498947 0.237323 0.0357012 -0.000754963 -0.0469032 -0.0523766 -0.0424155 0.00117368 0.00135879 -0.819409 0.00103799 -0.434347 -0.286364 -0.249403 -0.192755 0.141587 0.170817 internal_weight=0 371 50 321 243 103286 78 204 103258 418 165 130 97 102840 4116 4092 3988 98724 98689 58 98653 104 253 228 192 169 137 internal_count=103657 371 50 321 243 103286 78 204 103258 418 165 130 97 102840 4116 4092 3988 98724 98689 58 98653 104 253 228 192 169 137 cat_boundaries=0 6 12 cat_threshold=32768 16896 0 33554432 0 1024 32768 262146 528400 37748736 0 131 is_linear=0 shrinkage=0.01 Tree=835 num_leaves=24 num_cat=3 split_feature=2 24 1 1 5 0 22 8 25 0 4 5 0 13 5 0 25 13 22 2 4 26 0 split_gain=153434 431798 212095 200599 173718 134319 131612 163613 106144 389947 251620 272514 154619 146392 689645 133091 119001 103651 93151.9 27731.4 21052.2 12351.6 11727.2 threshold=747.71500000000015 0 470.21364 315.17050000000006 13.903 16.921026000000001 550.81750000000011 1449.0631000000001 1 883.10000000000014 200.45248750000005 15.581850000000001 748.92250000000013 280.30300000000005 240.04000000000002 883.10000000000014 2 307.63250000000005 232.93314000000001 1054.5000000000002 42.063020000000009 2022.5000000000002 1077.3535000000002 decision_type=2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=6 2 4 20 5 19 7 8 9 12 11 -11 18 15 17 16 -10 -15 -1 -2 21 -3 -17 right_child=1 3 -4 -5 -6 -7 -8 -9 13 10 -12 -13 -14 14 -16 22 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.030013082526964427 0.21890562376668377 -0.78423027626673381 1.1161682958602905 -1.6611388441324235 0.81554196868836881 -0.93558982753753672 -0.74267125050226857 0.74895953013979155 0.1093131480608466 0.72431923548380539 1.5515074877305464 -0.6292054258074079 -0.74773319816589356 0.62426097409478554 1.7847298218653753 -0.27691235485076904 0.00034873946562518357 -0.015663174815363622 0.65290211033821111 -0.22394320868528805 -0.26432471275329589 -0.50771210233654296 -0.55170652691910915 leaf_weight=15176 31 30 20 20 20 20 24 29 1004 51 22 21 30 29 26 25 86632 199 20 26 20 35 41 leaf_count=15176 31 30 20 20 20 20 24 29 1004 51 22 21 30 29 26 25 86632 199 20 26 20 35 41 internal_value=0 -0.265406 0.164456 -0.693966 -0.0148186 -0.230497 -0.00222775 -0.00205573 -0.00226661 -0.0265488 0.615533 0.329541 -0.0305302 0.0019656 0.241691 0.00127154 0.0016096 0.0657307 -0.0291143 0.0169044 -0.548039 -0.635336 -0.447618 internal_weight=0 222 117 105 97 77 103329 103305 103276 15320 94 72 15226 87956 254 87702 87636 228 15196 57 85 65 66 internal_count=103551 222 117 105 97 77 103329 103305 103276 15320 94 72 15226 87956 254 87702 87636 228 15196 57 85 65 66 cat_boundaries=0 1 7 13 cat_threshold=429 1097730 545817730 71370452 3254812672 402670640 48 1073741824 0 4096 134348834 2147483648 1 is_linear=0 shrinkage=0.01 Tree=836 num_leaves=22 num_cat=2 split_feature=2 16 7 3 22 8 25 17 8 13 5 17 13 6 6 25 1 7 2 2 26 split_gain=150381 154395 361445 201453 128993 160357 103879 150867 480527 143524 675921 133762 101588 97908.1 95238.8 95219.1 101247 88094.2 42636.5 81653.9 24482.2 threshold=747.71500000000015 81.551225000000017 228.51250000000002 414.21050000000008 550.81750000000011 1449.0631000000001 0 532.11625000000015 118.45 280.30300000000005 240.04000000000002 54.861830000000005 307.63250000000005 264.01000000000005 1424.6500000000003 1 17.426900000000007 391.72750000000002 1432.0500000000002 1054.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=4 2 3 18 5 6 7 11 -9 15 12 14 -11 -13 -1 16 -8 -17 19 20 -2 right_child=1 -3 -4 -5 -6 -7 9 8 -10 10 -12 13 -14 -15 -16 17 -18 -19 -20 -21 -22 leaf_value=-0.022736772892737265 -0.37197527530865793 0.57535835909843447 -1.358592056274414 0.72455620982430202 -0.73524452984333044 0.74146994886727169 0.11780057984108017 -0.23385567702745136 1.5735574841499329 0.61801835652055415 1.7668824770817388 -0.1553430111994967 -0.015506547095825026 -0.65257801384396019 -0.66673370693040934 -0.00043453399894507382 -0.2749849728856768 0.21626882776618003 -0.010694570353156643 -0.76775083612173034 -0.0048492144486483408 leaf_weight=14641 39 20 30 22 24 29 1050 38 24 29 26 330 199 45 23 86613 70 188 38 39 34 leaf_count=14641 39 20 30 22 24 29 1050 38 24 29 26 330 199 45 23 86613 70 188 38 39 34 internal_value=0 -0.262752 -0.345733 -0.169072 -0.00220536 -0.00203506 -0.00224384 -0.0264691 0.465788 0.0019078 0.239274 -0.0285161 0.0650734 -0.215011 -0.0237469 0.00122228 0.0924262 3.48141e-05 -0.300137 -0.398341 -0.200985 internal_weight=0 222 202 172 103329 103305 103276 15101 62 88175 254 15039 228 375 14664 87921 1120 86801 150 112 73 internal_count=103551 222 202 172 103329 103305 103276 15101 62 88175 254 15039 228 375 14664 87921 1120 86801 150 112 73 cat_boundaries=0 6 12 cat_threshold=1097730 545817730 71370452 2181070848 411059248 48 1073742080 0 4096 134348842 2147483648 257 is_linear=0 shrinkage=0.01 Tree=837 num_leaves=23 num_cat=2 split_feature=2 24 1 1 5 0 22 8 25 0 1 26 0 13 5 12 0 13 22 3 2 26 split_gain=147388 422180 208351 197242 169768 130791 126426 157166 102050 381652 195777 245768 151303 140621 662471 134398 130360 99566.7 91525.7 45038 27037.6 22610.9 threshold=747.71500000000015 0 470.21364 315.17050000000006 13.903 16.921026000000001 550.81750000000011 1449.0631000000001 1 883.10000000000014 85.820000000000022 2022.5000000000002 748.92250000000013 280.30300000000005 240.04000000000002 1040.4400000000003 883.10000000000014 307.63250000000005 232.93314000000001 35.059500000000007 1054.5000000000002 2022.5000000000002 decision_type=2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 4 19 5 20 7 8 9 12 11 -11 18 15 17 16 -10 -15 -1 21 -2 -3 right_child=1 3 -4 -5 -6 -7 -8 -9 13 10 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.029459661881683297 0.2174597184504232 -0.93653568426767997 1.1080434474945069 -1.6426114393472671 0.80795035099983215 -0.92189787960052483 -0.7278920761744182 0.73405523826336039 0.0013737862221626215 1.6716935560438366 0.055174462167840263 0.3459003040708345 -0.73944039217631019 0.61183817238643257 1.7492136795474931 0.73434922335147856 -0.44322110118287983 -0.01535148113104866 0.64746847176551825 -0.21899234048251448 -0.21981438334171588 -0.53049263915047051 leaf_weight=15176 31 24 20 20 20 20 24 29 87611 27 38 29 30 29 26 25 66 199 20 29 26 32 leaf_count=15176 31 24 20 20 20 20 24 29 87611 27 38 29 30 29 26 25 66 199 20 29 26 32 internal_value=0 -0.260124 0.16463 -0.683962 -0.0129162 -0.226128 -0.00218331 -0.00201471 -0.0022214 -0.0260307 0.609186 0.985122 -0.0299694 0.00192839 0.236882 0.00124815 0.00103911 0.0644226 -0.0285687 -0.538864 0.0180014 -0.704511 internal_weight=0 222 117 105 97 77 103329 103305 103276 15320 94 56 15226 87956 254 87702 87677 228 15196 85 57 56 internal_count=103551 222 117 105 97 77 103329 103305 103276 15320 94 56 15226 87956 254 87702 87677 228 15196 85 57 56 cat_boundaries=0 1 7 cat_threshold=429 1097730 545817730 71370452 3254812672 402670640 48 is_linear=0 shrinkage=0.01 Tree=838 num_leaves=23 num_cat=4 split_feature=2 24 1 1 1 22 8 25 17 8 13 10 17 12 2 24 6 25 26 4 26 2 split_gain=144455 413778 204205 193317 130064 123910 154038 100719 147406 470752 137707 326731 132329 131689 111511 96140.9 95927 94914.6 37418.2 20571.3 11709.6 2245.03 threshold=747.71500000000015 0 470.21364 315.17050000000006 61.090000000000011 550.81750000000011 1449.0631000000001 1 532.11625000000015 118.45 280.30300000000005 255.87150000000005 54.861830000000005 1040.4400000000003 172.78900000000002 2 264.01000000000005 3 2022.5000000000002 42.063020000000009 2022.5000000000002 1054.5000000000002 decision_type=2 1 2 2 2 2 2 9 2 2 2 2 2 2 2 1 2 9 2 2 2 2 left_child=5 2 4 19 18 6 7 8 12 -10 13 14 15 17 -12 -1 -14 -9 -2 20 -3 -20 right_child=1 3 -4 -5 -6 -7 -8 10 9 -11 11 -13 16 -15 -16 -17 -18 -19 21 -21 -22 -23 leaf_value=-0.058431556984692719 -0.075686818872179304 -0.76474172751108815 1.0969630126953125 -1.6261853419691323 -0.61789927607545492 -0.72061316808064779 0.72671467879722851 0.098880696132505982 -0.23123610195360689 1.5576979247728984 0.18898507280937302 1.3711462994243788 -0.15392980057395156 0.72700571922063828 -0.59229889571666716 -0.0052947340566046634 -0.64619833024342854 8.9956589193162328e-06 0.46464787911285049 -0.2530197689533234 -0.49550621383530752 0.32009582973661876 leaf_weight=5068 28 30 20 20 26 24 29 972 38 24 211 23 329 25 20 10359 45 86162 22 20 35 21 leaf_count=5068 28 30 20 20 26 24 29 972 38 24 211 23 329 25 20 10359 45 86162 22 20 35 21 internal_value=0 -0.257523 0.162984 -0.677122 -0.0127871 -0.00216148 -0.00199456 -0.00219919 -0.0253727 0.461254 0.00200882 0.234513 -0.0272982 0.00133149 0.121341 -0.0227923 -0.21316 0.00112328 0.208803 -0.533475 -0.619769 0.394053 internal_weight=0 222 117 105 97 103329 103305 103276 15863 62 87413 254 15801 87159 231 15427 374 87134 71 85 65 43 internal_count=103551 222 117 105 97 103329 103305 103276 15863 62 87413 254 15801 87159 231 15427 374 87134 71 85 65 43 cat_boundaries=0 1 7 8 14 cat_threshold=429 1097730 680100994 4260564 2181070848 411059248 48 1224 1073741824 0 4096 134348810 2147483648 1 is_linear=0 shrinkage=0.01 Tree=839 num_leaves=30 num_cat=8 split_feature=2 24 1 1 5 6 25 24 2 25 13 5 21 2 24 12 13 1 7 1 25 25 26 26 25 1 2 2 2 split_gain=141580 405544 200141 189470 166799 94753.6 100123 271872 106199 81827.1 121711 504593 119773 115315 116412 102256 96303.7 77474.1 71472.6 68567.6 63136.9 58991.8 126852 42349.9 15540.2 13576.2 25703.7 6827.08 3701.3 threshold=747.71500000000015 0 470.21364 315.17050000000006 13.903 1424.6500000000003 1 2 5.0070000000000006 3 280.30300000000005 240.04000000000002 564.6037500000001 654.54975000000002 4 1040.4400000000003 307.63250000000005 48.914500000000011 391.72750000000002 5.0070000000000006 5 6 2022.5000000000002 2022.5000000000002 7 55.204000000000015 1432.0500000000002 1054.5000000000002 1054.5000000000002 decision_type=2 1 2 2 2 2 9 1 2 9 2 2 2 2 1 2 2 2 2 2 9 9 2 2 9 2 2 2 2 left_child=5 2 4 25 17 6 7 8 19 12 15 16 13 14 -8 18 -12 27 -11 20 -1 23 24 -9 -23 26 28 -2 -3 right_child=1 3 -4 -5 -6 -7 9 21 -10 10 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.47023496718082614 0.047481312420633109 -0.64597979625066115 1.0859933805465698 -1.6099234663844109 0.80099756121635435 -0.477021009127299 -0.06403443749714903 -0.33742099782999824 -0.28675546497106552 -0.00049610052761363461 0.60328404492345356 1.5405558057014759 -0.76183353337374604 0.56704164938493207 -0.0049798147432002157 0.66679877680280941 -0.015615140764565064 -0.75949354067444808 0.19215626581190784 -0.12697655061313085 0.2007562948169565 0.24219052500584545 -0.1936734333763952 -0.05751823283537575 0.059690479814496815 -0.30030468177795411 -0.29995764535665514 -0.1793975693838937 -0.82776900609334303 leaf_weight=196 36 24 20 20 20 42 5008 102 33 86641 29 26 22 33 9992 23 189 20 193 35 256 126 161 115 107 20 20 21 21 leaf_count=196 36 24 20 20 20 42 5008 102 33 86641 29 26 22 33 9992 23 189 20 193 35 256 126 161 115 107 20 20 21 21 internal_value=0 -0.254948 0.161354 -0.670351 -0.0126592 -0.00213983 -0.00194672 0.0912105 0.257288 -0.00298673 0.000735135 0.223764 -0.0245059 -0.0234431 -0.0247422 0.000108683 0.0667155 -0.223999 -6.79053e-05 0.299436 0.332455 -0.0519988 0.0216343 -0.180756 0.171338 -0.52814 -0.598243 -0.0361056 -0.730815 internal_weight=0 222 117 105 97 103329 103287 1131 520 102156 87101 244 15055 15033 15000 86857 218 77 86834 487 452 611 394 217 233 85 65 57 45 internal_count=103551 222 117 105 97 103329 103287 1131 520 102156 87101 244 15055 15033 15000 86857 218 77 86834 487 452 611 394 217 233 85 65 57 45 cat_boundaries=0 1 7 8 14 15 21 27 31 cat_threshold=429 1073742080 0 4096 134348842 2147483648 257 1229 135315458 545817730 71370452 3254779904 402670640 48 1224 0 0 0 131072 2147483648 1 0 0 0 131072 2147483648 1 1073741824 0 0 2 is_linear=0 shrinkage=0.01 Tree=840 num_leaves=27 num_cat=0 split_feature=10 4 0 13 5 0 0 18 6 10 1 18 14 6 13 18 0 8 4 6 1 5 3 10 17 4 split_gain=163477 274153 1.70549e+06 249819 448342 105372 90069.6 86254.4 117552 110426 372103 109478 321429 88414.5 87977.4 82385.2 85432.4 79074 64114.1 59533.8 54011.7 43003.6 65431.8 24888 15124.6 1688.75 threshold=617.48075000000006 904.34825000000012 316.39255000000009 332.25000000000006 368.28750000000008 1438.4900000000002 56.359500000000004 151.1985 153.80500000000004 450.66846000000004 233.37814 119.295 82.410000000000011 450.66846000000004 71.916000000000011 1018.0250000000002 104.04600000000001 329.14500000000004 255.87150000000005 212.67444500000002 6.6537000000000015 106.89600000000002 3.2712500000000007 1092.2834 41.246136500000013 1468.3681000000001 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=1 5 6 4 17 7 19 9 15 11 14 13 -13 -1 -11 16 -9 21 24 25 -7 22 23 -2 -10 -3 right_child=3 2 -4 -5 -6 20 -8 8 18 10 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.0009381109703540092 -0.13847573707609073 0.25804189433654151 3.000017881826921 -1.0956290297955276 1.2730377712249756 0.18114396125078203 -0.65205762147903445 -0.04176055361645651 -0.47530969943319051 -0.12244346453462328 1.5526438817977906 0.067637254649087 1.4624467466324569 0.15559247895954756 0.6295995621681213 0.5065928665796916 -0.45992797783442901 -0.89260517143067863 -0.95589611575717015 -0.39570778059959411 0.8248010648380627 -0.65150294387340557 0.31194034501910212 -0.50506538514168031 -0.14947182326481259 0.15912779263087681 leaf_weight=102116 46 45 22 32 20 32 20 383 28 70 20 95 20 371 20 24 56 21 21 20 22 20 24 31 29 28 leaf_count=102116 46 45 22 32 20 32 20 383 28 70 20 95 20 371 20 24 56 21 21 20 22 20 24 31 29 28 internal_value=0 0.00233962 0.452686 -0.288219 -0.128731 0.00175111 -0.0432553 0.00152015 -0.124416 0.00218348 0.318853 0.00184397 0.310213 0.00149796 0.0446772 -0.0639137 -0.0951031 -0.326163 -0.483553 0.08767 0.443375 -0.227855 -0.143964 -0.286064 -0.309533 0.220102 internal_weight=0 103442 135 194 162 103307 113 103253 541 102712 110 102602 115 102487 90 463 439 142 78 93 54 121 101 77 57 73 internal_count=103636 103442 135 194 162 103307 113 103253 541 102712 110 102602 115 102487 90 463 439 142 78 93 54 121 101 77 57 73 is_linear=0 shrinkage=0.01 Tree=841 num_leaves=21 num_cat=2 split_feature=4 0 11 14 9 0 0 5 18 2 6 25 25 6 5 2 26 12 26 11 split_gain=158126 1.26413e+06 160303 192047 98684.6 97060.2 95547.7 89941.7 88733.5 125785 108207 363729 102538 91242.7 87518.5 67982.4 52122.4 17840.8 14140.3 3559.36 threshold=904.34825000000012 316.39255000000009 671.11374000000012 163.51320000000001 172.78900000000002 1438.4900000000002 28.693750000000005 1424.6500000000003 151.1985 408.041 53.40420000000001 0 1 153.80500000000004 196.58225000000002 100.79320000000003 2022.5000000000002 29.247250000000005 2022.5000000000002 1085.9700000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 left_child=2 14 5 4 6 7 17 8 10 13 12 -12 -1 -10 15 16 -2 19 -7 -4 right_child=1 -3 3 -5 -6 18 -8 -9 9 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.04006607553794151 -0.42528479766845706 2.3296961707335253 -0.30122255304828288 -1.2140401944660004 0.46316672414541243 0.23952669064203899 -0.87301856486693663 -0.45569265432136008 -0.041082917008474301 -0.80469902698810292 0.16521272105137352 -0.034763346039002434 -0.0021633647356396148 -0.44195036660707915 0.4376345109939575 -0.75625951853394513 0.11048674298369367 0.11557479533553125 0.56284084350832042 -0.15087351943216015 leaf_weight=6119 30 26 32 21 20 24 23 43 449 26 1651 2008 92927 65 24 20 46 20 31 31 leaf_count=6119 30 26 32 21 20 24 23 43 449 26 1651 2008 92927 65 24 20 46 20 31 31 internal_value=0 0.330644 0.0013138 -0.328678 -0.181117 0.0017832 -0.30268 0.00155956 0.00175 -0.126102 0.00242222 0.0558256 0.00044937 -0.0917763 -0.102484 -0.237514 -0.101002 -0.144635 0.421758 -0.227241 internal_weight=0 146 103490 147 126 103343 106 103288 103245 540 102705 3659 99046 514 120 96 76 83 55 63 internal_count=103636 146 103490 147 126 103343 106 103288 103245 540 102705 3659 99046 514 120 96 76 83 55 63 cat_boundaries=0 6 12 cat_threshold=2131592 512 268436032 33554432 16786240 1 537919744 541081728 65800 6431016 2282242064 512 is_linear=0 shrinkage=0.01 Tree=842 num_leaves=22 num_cat=2 split_feature=4 2 18 2 6 3 16 18 14 5 25 18 24 5 7 4 4 13 26 16 4 split_gain=154979 868761 125725 322655 123948 118879 106996 88947.5 251464 84938.2 81618.8 81121.3 48862.2 86737.1 42175.1 72651.8 37889.7 36013.3 27458.8 25607.9 18140.4 threshold=904.34825000000012 362.00600000000003 151.1985 505.12500000000006 483.25025000000005 1439.8675000000001 655.48225000000014 119.295 84.142500000000027 1424.6500000000003 0 1018.0250000000002 1 284.54000000000008 36.086005000000007 1086.5100000000002 55.872930000000004 45.069900000000011 2022.5000000000002 1079.5035000000003 31.794350000000005 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 left_child=2 14 5 4 11 6 7 9 20 10 -1 12 16 -14 15 -2 -4 19 -17 -8 -9 right_child=1 -3 3 -5 -6 -7 17 8 -10 -11 -12 -13 13 -15 -16 18 -18 -19 -20 -21 -22 leaf_value=0.027785458626661961 -0.34299475296185572 2.1586949851296167 -0.20477121812041088 -1.2587124679565431 -0.84929796559470039 0.51036139208337539 -0.0096811047196388254 0.13057205938673638 1.2401724832708185 -0.46476149828006058 -0.0010767295208907581 0.50215623319149016 -0.070286120258586507 0.60655823564529421 -0.32403406286239622 0.53391421648172233 -0.68455274915695186 -0.73716380828902828 0.12040647143409366 -0.47163221200307215 -0.19502778394655751 leaf_weight=10960 26 22 93 25 21 46 24 77 22 39 91697 24 355 20 30 26 20 21 42 24 22 leaf_count=10960 26 22 93 25 21 46 24 77 22 39 91697 24 355 20 30 26 20 21 42 24 22 internal_value=0 0.327337 0.00130083 -0.148399 -0.0963203 0.00211236 0.00188512 0.0021493 0.273118 0.00183003 0.00200729 -0.0654364 -0.0933508 -0.0332998 0.002419 0.106606 -0.266136 -0.391768 0.278512 -0.240657 0.0582165 internal_weight=0 146 103490 558 533 102932 102886 102817 121 102696 102657 512 488 375 124 94 113 69 68 48 99 internal_count=103636 146 103490 558 533 102932 102886 102817 121 102696 102657 512 488 375 124 94 113 69 68 48 99 cat_boundaries=0 6 7 cat_threshold=805339520 817905792 268501322 6431016 2281717810 513 2048 is_linear=0 shrinkage=0.01 Tree=843 num_leaves=25 num_cat=0 split_feature=10 4 0 13 5 0 0 7 2 10 1 14 1 9 1 8 5 5 1 5 10 5 26 10 split_gain=160217 261193 1.63998e+06 245557 440334 101433 87732 81157.7 297171 104970 425893 109084 84970.4 416694 90836.5 77343.2 75478.1 111036 52974 42039.6 53629.8 36290.6 42263.7 512.787 threshold=617.48075000000006 904.34825000000012 316.39255000000009 332.25000000000006 368.28750000000008 1438.4900000000002 56.359500000000004 670.0675 362.00600000000003 450.66846000000004 242.38250000000002 52.647750000000009 765.46000000000015 11.198000000000002 273.37500000000006 329.14500000000004 178.71625000000003 24.280500000000004 6.6537000000000015 106.89600000000002 1092.2834 196.58225000000002 2022.5000000000002 786.71250000000009 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=1 5 6 4 15 7 21 9 16 12 11 -11 14 -14 -1 19 17 -9 -7 20 23 22 -3 -2 right_child=3 2 -4 -5 -6 18 -8 8 -10 10 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.001972014544212542 0.057278678888687866 -0.32368683617029875 2.9397835063934328 -1.0858599359542132 1.261950364112854 0.17529719978570937 -0.64532008409500119 -0.077528033479376965 -1.271779024704643 -0.15458149376668429 1.6295682563781739 0.61875297223528225 0.042402847363398631 1.5428582129024324 -0.10408632392782252 -0.88311370440891812 -0.5177613052828558 0.73192519187927252 0.81274086171930493 -0.6445517251491546 -0.45236677792337204 0.46214546585083005 0.17114755720562408 0.001097187977848631 leaf_weight=101959 32 28 22 32 20 32 20 111 23 76 20 24 156 21 814 21 29 20 22 20 36 20 45 33 leaf_count=101959 32 28 22 32 20 32 20 111 23 76 20 24 156 21 814 21 29 20 22 20 36 20 45 33 internal_value=0 0.00228102 0.441853 -0.285366 -0.127244 0.00170659 -0.0444698 0.00147999 -0.208924 0.00185356 0.297444 0.0310188 0.00150902 0.220423 0.00113199 -0.322905 -0.0561387 0.0460526 0.434996 -0.225679 -0.142733 0.0847454 -0.0186519 0.0287558 internal_weight=0 103442 135 194 162 103307 113 103253 183 103070 120 100 102950 177 102773 142 160 131 54 121 101 93 73 65 internal_count=103636 103442 135 194 162 103307 113 103253 183 103070 120 100 102950 177 102773 142 160 131 54 121 101 93 73 65 is_linear=0 shrinkage=0.01 Tree=844 num_leaves=25 num_cat=0 split_feature=10 4 0 13 5 0 11 0 7 2 10 1 13 14 5 8 5 5 0 7 6 1 10 4 split_gain=157028 255995 1.60734e+06 240671 431572 99414.2 88082.4 85986.1 79542.7 291258 102882 417418 106958 83432.5 237736 104218 73976.1 108827 64171.7 85998.5 59178.5 51919.8 16561.5 1780.51 threshold=617.48075000000006 904.34825000000012 316.39255000000009 332.25000000000006 368.28750000000008 1438.4900000000002 255.87150000000005 56.359500000000004 670.0675 362.00600000000003 450.66846000000004 242.38250000000002 121.38750000000002 766.49265000000003 27.185999999999996 1117.4100000000001 178.71625000000003 24.280500000000004 9.5985000000000014 9.2450000000000028 212.67444500000002 6.6537000000000015 1092.2834 1468.3681000000001 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=1 5 7 4 6 8 18 20 10 16 13 12 -12 15 -15 -1 17 -10 19 22 23 -7 -2 -3 right_child=3 2 -4 -5 -6 21 -8 -9 9 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.0015000087337578313 -0.041165910081371014 0.2548912743462457 2.9103856173428624 -1.0750013207294979 1.2493308610916138 0.1735442316532135 -0.87192608103156088 -0.63886688971519467 -0.076752754233710405 -1.2590612531744916 -0.13790876696381388 1.6132725524902345 0.66503103347051706 -0.0046040892167524862 1.2685512237548828 -0.40534919769044908 -0.5125836929781683 0.7246059455871583 0.30885912466049198 -0.89771537303924565 -0.39803549093008045 0.80461343895305293 -0.33740602448582652 0.15332524844578335 leaf_weight=102812 46 45 22 32 20 32 24 20 111 23 79 20 21 55 20 63 29 20 20 20 20 22 32 28 leaf_count=102812 46 45 22 32 20 32 24 20 111 23 79 20 21 55 20 63 29 20 20 20 20 22 32 28 internal_value=0 0.00225821 0.437434 -0.282512 -0.125971 0.00168953 -0.319676 -0.0440251 0.00146519 -0.206835 0.00183502 0.294469 0.0307086 0.00149393 0.334904 0.00125086 -0.0555773 0.0455921 -0.207354 -0.312703 0.0838979 0.430647 -0.1627 0.215934 internal_weight=0 103442 135 194 162 103307 142 113 103253 183 103070 120 100 102950 75 102875 160 131 118 98 93 54 78 73 internal_count=103636 103442 135 194 162 103307 142 113 103253 183 103070 120 100 102950 75 102875 160 131 118 98 93 54 78 73 is_linear=0 shrinkage=0.01 Tree=845 num_leaves=18 num_cat=5 split_feature=25 11 22 26 25 12 12 2 12 11 24 25 25 1 0 0 0 split_gain=200788 108641 128469 83132 82484.7 92568.1 213831 81655.4 114887 105496 58546.6 130810 80164.3 73402.5 45362.2 23316.4 23228.8 threshold=0 1429.7025000000001 524.87500000000011 2022.5000000000002 1 1040.4400000000003 1362.4500000000003 873.74500000000012 86.455000000000027 1085.9700000000003 2 3 4 0.2989 27.754500000000004 165.29860000000002 335.27750000000009 decision_type=9 2 2 2 9 2 2 2 2 2 1 9 9 2 2 2 2 left_child=3 2 4 -1 10 7 -7 9 -9 -6 11 13 14 -2 -12 -13 -14 right_child=1 -3 -4 -5 5 6 -8 8 -10 -11 12 15 16 -15 -16 -17 -18 leaf_value=-0.67393378538470117 0.20982320056698187 0.58306426055729388 -0.6769662056650434 -0.16399129488702976 0.00249411835345314 1.018033219064985 -0.26829806897789238 -0.35530740896860757 0.41470092275868292 0.63956535919354518 -0.12886080386002963 -0.055858440228967812 -0.031925350777186036 -0.33031869879475345 -0.44575016528367994 0.26667582760686459 -0.36566925866263256 leaf_weight=62 369 32 28 66 97951 28 24 123 23 26 767 879 3010 27 48 23 21 leaf_count=62 369 32 28 66 97951 28 24 123 23 26 767 879 3010 27 48 23 21 internal_value=0 0.000484265 0.000303924 -0.381212 0.000487468 0.00253431 0.424342 0.00231103 -0.234005 0.00266318 -0.0385073 0.0195261 -0.058093 0.168734 -0.145736 -0.0471119 -0.0341251 internal_weight=0 103379 103347 128 103319 98175 52 98123 146 97977 5144 1298 3846 396 815 902 3031 internal_count=103507 103379 103347 128 103319 98175 52 98123 146 97977 5144 1298 3846 396 815 902 3031 cat_boundaries=0 4 9 10 15 20 cat_threshold=0 0 0 131072 805306368 8388770 150995208 202375681 135348224 2128 0 0 8 1048576 135282688 0 0 8 1048576 81920 is_linear=0 shrinkage=0.01 Tree=846 num_leaves=17 num_cat=3 split_feature=25 18 10 11 25 3 5 12 25 2 9 14 10 9 1 14 split_gain=196792 107080 139019 127127 82560.6 310451 483458 196314 148318 112018 135014 120543 323281 156117 105854 89852.1 threshold=0 756.12500000000011 173.15041250000004 1429.7025000000001 1 241.37250000000003 284.54000000000008 871.41750000000013 2 654.54975000000002 422.48500000000007 766.49265000000003 32.119500000000002 373.75800000000004 891.44875000000013 52.647750000000009 decision_type=9 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 left_child=-1 3 -3 4 5 7 8 14 -7 11 15 13 -13 -6 -2 -11 right_child=1 2 -4 -5 9 6 -8 -9 -10 10 -12 12 -14 -15 -16 -17 leaf_value=-0.37740034688318119 0.018423541873131017 -0.084951446434346642 -1.1018898935317993 0.6515988095204035 -0.0015368453897122666 0.44283158127568728 1.5263924294710161 0.96215792439200654 -0.080609246653479488 -0.25028659932506392 0.51712652161007844 1.0729626233918326 -0.38340100217748574 -0.21253851015713404 -0.51029922297126373 -0.96222639536857602 leaf_weight=128 10743 41 20 30 91634 107 32 22 101 156 21 35 27 352 38 20 leaf_count=128 10743 41 20 30 91634 107 32 22 101 156 21 35 27 352 38 20 internal_value=0 0.000479423 -0.418374 0.000726764 0.000537719 0.0263646 0.382118 0.0184856 0.206075 -0.0025567 -0.240759 -0.00204718 0.43874 -0.00234428 0.0165599 -0.331189 internal_weight=0 103379 61 103318 103288 11043 240 10803 208 92245 197 92048 62 91986 10781 176 internal_count=103507 103379 61 103318 103288 11043 240 10803 208 92245 197 92048 62 91986 10781 176 cat_boundaries=0 4 10 13 cat_threshold=0 0 0 131072 1073759104 537133056 594646 4305194 2148007970 896 512 0 66048 is_linear=0 shrinkage=0.01 Tree=847 num_leaves=19 num_cat=7 split_feature=25 18 8 11 26 25 24 25 12 12 14 24 24 0 25 26 26 26 split_gain=193158 104950 159979 124597 81477.6 81395.1 738698 78368.4 97586.8 200244 105528 70989.5 58198 91006 70753.5 54755.7 32400.5 8091.23 threshold=0 756.12500000000011 75.339000000000013 1429.7025000000001 2022.5000000000002 1 2 3 1040.4400000000003 1362.4500000000003 766.49265000000003 4 5 413.40725000000003 6 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 9 1 9 2 2 2 1 1 2 9 2 2 2 left_child=4 3 -3 5 -1 6 15 12 10 -10 -9 16 13 -7 -14 -2 -8 -13 right_child=1 2 -4 -5 -6 7 11 8 9 -11 -12 17 14 -15 -16 -17 -18 -19 leaf_value=-0.66342044791867649 1.0430263724327089 -0.043128848403692244 -1.1209735516139439 0.64508281008402502 -0.15857737813935135 -0.0047233386593523311 -0.18056705383154062 0.0014943201413423358 1.0046447399684362 -0.27025020617653023 0.36258933179172465 -0.47331040974321037 -0.1394272530367919 0.67297477245330817 -0.033679140610552862 0.60824200391769412 0.16319372399099941 -0.30238099370362626 leaf_weight=62 60 40 21 30 66 2144 52 97679 28 22 81 58 918 20 2059 56 58 53 leaf_count=62 60 40 21 30 66 2144 52 97679 28 22 81 58 918 20 2059 56 58 53 internal_value=0 0.000474979 -0.41419 0.000719847 -0.3739 0.000532692 0.153431 1.72882e-05 0.0020192 0.443691 0.00179351 -0.187889 -0.038 0.00153296 -0.0666457 0.767009 0.000631243 -0.359324 internal_weight=0 103379 61 103318 128 103288 337 102951 97810 50 97760 221 5141 2164 2977 116 110 111 internal_count=103507 103379 61 103318 128 103288 337 102951 97810 50 97760 221 5141 2164 2977 116 110 111 cat_boundaries=0 4 9 10 15 16 17 22 cat_threshold=0 0 0 131072 1073741824 0 4096 8 2147483648 2316 805306368 8388770 150995208 202375681 135348224 1073 2768 0 0 8 135266304 135348224 is_linear=0 shrinkage=0.01 Tree=848 num_leaves=17 num_cat=5 split_feature=25 11 22 26 25 12 12 2 12 11 24 0 25 25 0 0 split_gain=189314 102192 125719 79856.2 79110 87693.2 205194 79084.6 112352 103099 56606.1 89271.4 69363.4 54674.1 40331.7 13614.1 threshold=0 1429.7025000000001 550.81750000000011 2022.5000000000002 1 1040.4400000000003 1362.4500000000003 873.74500000000012 86.455000000000027 1085.9700000000003 2 413.40725000000003 3 4 27.754500000000004 198.78000000000003 decision_type=9 2 2 2 9 2 2 2 2 2 1 2 9 9 2 2 left_child=3 2 4 -1 10 7 -7 9 -9 -6 11 13 14 -2 -12 -14 right_child=1 -3 -4 -5 5 6 -8 8 -10 -11 12 -13 15 -15 -16 -17 leaf_value=-0.65678624618437975 0.13142574533072218 0.56549413483589894 -0.7087567434310913 -0.15699160222754333 0.0024333065979214945 0.99459828308650433 -0.26548451554651065 -0.35026912138714056 0.41119755584260698 0.6322269934874315 -0.1250382201400794 0.66624501991271967 -0.030772912149118127 -0.023420440644900502 -0.44226353440965926 -0.27543652202772057 leaf_weight=62 249 32 25 66 97954 28 24 123 23 26 876 20 2036 1898 42 23 leaf_count=62 249 32 25 66 97954 28 24 123 23 26 876 20 2036 1898 42 23 internal_value=0 0.000470062 0.000295155 -0.370161 0.000466719 0.00247119 0.413022 0.00225388 -0.230312 0.00260043 -0.037722 0.00123012 -0.065985 -0.00495898 -0.138048 -0.033344 internal_weight=0 103379 103347 128 103322 98178 52 98126 146 97980 5144 2167 2977 2147 918 2059 internal_count=103507 103379 103347 128 103322 98178 52 98126 146 97980 5144 2167 2977 2147 918 2059 cat_boundaries=0 4 9 10 15 20 cat_threshold=0 0 0 131072 805306368 8388770 150995208 202375681 135348224 2768 0 0 8 135266304 135348224 0 0 0 1048576 134234112 is_linear=0 shrinkage=0.01 Tree=849 num_leaves=15 num_cat=2 split_feature=25 18 8 22 25 4 4 7 3 1 2 11 26 3 split_gain=185547 102935 156806 138710 81255.1 191868 547800 132587 126542 116065 149288 123230 78267.1 31.0781 threshold=0 756.12500000000011 75.339000000000013 550.81750000000011 1 1468.3681000000001 1086.5100000000002 883.10000000000014 603.67000000000019 297.44000000000005 1054.5000000000002 149.49650000000003 2022.5000000000002 5.9884000000000013 decision_type=9 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=12 3 -3 4 5 6 8 9 -2 10 -6 -11 -1 -9 right_child=1 2 -4 -5 7 -7 -8 13 -10 11 -12 -13 -14 -15 leaf_value=-0.65021836796114529 0.01937178779792878 -0.042836805999279026 -1.1099389850525629 0.74549311046600342 -0.0020181738582226378 -0.78867197760220242 1.4757069961841291 0.48230256278812889 0.31150879356066385 -0.10735007606226685 -0.61307268357276923 -0.67880376691498412 -0.1554216892881827 0.49792899090051651 leaf_weight=62 12880 40 21 25 89598 29 26 35 150 474 40 41 66 20 leaf_count=62 12880 40 21 25 89598 29 26 35 150 474 40 41 66 20 internal_value=0 0.000465465 -0.4102 0.000707971 0.000527711 0.0238054 0.0256283 -0.00285113 0.0227348 -0.00315089 -0.00229085 -0.152844 -0.366459 0.487985 internal_weight=0 103379 61 103318 103293 13085 13056 90208 13030 90153 89638 515 128 55 internal_count=103507 103379 61 103318 103293 13085 13056 90208 13030 90153 89638 515 128 55 cat_boundaries=0 4 10 cat_threshold=0 0 0 131072 1073791872 537133056 594642 4305194 2148007970 896 is_linear=0 shrinkage=0.01 Tree=850 num_leaves=25 num_cat=2 split_feature=2 18 16 24 4 8 26 22 0 10 9 5 0 5 9 2 19 8 25 9 0 8 26 2 split_gain=166823 448538 663130 167046 362508 319001 110274 109582 102817 90871.6 176612 94327.4 127637 109734 157619 380999 67088 168283 70796 57800.8 66963.5 38090.8 5180.65 271.884 threshold=537.86000000000013 63.795000000000009 69.445500000000024 0 392.81250000000006 253.56500000000003 2022.5000000000002 524.87500000000011 2.5072500000000004 1092.2834 76.831000000000003 883.10000000000014 96.595000000000013 606.07650000000001 102.29585000000002 10.334000000000001 382.22200000000004 168.94500000000002 1 54.610000000000007 2.8222380000000005 23.055000000000003 2022.5000000000002 747.71500000000015 decision_type=2 2 2 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 5 19 6 8 9 -2 11 -11 13 21 16 15 -15 18 -18 -1 20 -5 22 -13 -8 right_child=1 -3 -4 4 -6 -7 23 -9 -10 10 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.11666338773217662 -0.12387555122375489 -1.425562459571021 1.6579968165755272 -0.31064423838876332 -1.5041719351823515 1.2065985016595751 0.14305032931841338 -0.67430995663007098 -1.0325273208618164 0.011525914261980755 1.1577473773956299 -0.084102801543015707 -0.84229911184310913 0.1459647460417314 -0.26752276883806503 1.6655321376973933 0.051391715957123101 0.96600199108123774 0.00035112182307735288 -0.66947688800317262 0.1333153120994568 0.29407187056541445 -0.25937005809818703 0.18689951092966139 leaf_weight=516 33 28 20 106 26 21 26 24 20 41 20 26 30 66 35 22 103 25 102301 27 50 20 48 31 leaf_count=516 33 28 20 106 26 21 26 24 20 41 20 26 30 66 35 22 103 25 102301 27 50 20 48 31 internal_value=0 -0.206416 -0.111593 -0.215687 -0.381036 0.0717257 -0.138411 0.00132715 -0.466763 0.00148419 0.387336 0.00125611 -0.274387 0.00158773 0.300098 0.525857 0.00123106 0.230027 0.00094623 -0.242286 -0.16835 -0.0931383 -0.19779 0.166898 internal_weight=0 388 360 340 209 131 110 103277 53 103253 61 103192 124 103068 123 88 102945 128 102817 183 156 94 74 57 internal_count=103665 388 360 340 209 131 110 103277 53 103253 61 103192 124 103068 123 88 102945 128 102817 183 156 94 74 57 cat_boundaries=0 1 6 cat_threshold=709 1073741824 0 0 131080 2147483680 is_linear=0 shrinkage=0.01 Tree=851 num_leaves=27 num_cat=3 split_feature=2 18 16 24 8 5 26 22 0 10 9 5 0 5 1 0 1 25 25 0 1 0 0 8 26 2 split_gain=163503 439612 649934 163721 312653 221927 108079 107401 100770 89063.2 173098 92450.3 125097 107551 198091 476239 88962.6 228315 94973.2 72054.2 57545 145511 84089.5 37332.8 5077.56 266.473 threshold=537.86000000000013 63.795000000000009 69.445500000000024 0 253.56500000000003 418.34600000000006 2022.5000000000002 524.87500000000011 2.5072500000000004 1092.2834 76.831000000000003 883.10000000000014 96.595000000000013 606.07650000000001 11.827700000000002 22.151894000000002 44.651250000000005 1 2 52.741000000000007 252.45450000000002 156.17100000000002 272.97600000000006 23.055000000000003 2022.5000000000002 747.71500000000015 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 left_child=7 2 3 4 6 20 8 9 -2 11 -11 13 23 16 15 -15 18 -18 -1 -16 21 -5 -22 24 -13 -8 right_child=1 -3 -4 5 -6 -7 25 -9 -10 10 -12 12 -14 14 19 -17 17 -19 -20 -21 22 -23 -24 -25 -26 -27 leaf_value=0.041914276249623371 -0.12263679085355816 -1.4113068498883927 1.6414167732000351 -0.25390901160521773 1.1945324806939988 -1.3702679778280713 0.14161982059478759 -0.66756686647733054 -1.0222020511627197 0.011410636901855469 1.1461698837280274 -0.083261774136469915 -0.83387613101800284 0.12568127615111213 0.22913817095756531 1.8915333793276832 0.08951245536890666 -0.049655588756699807 -0.0031922843590113889 -0.56923671263914843 -0.39704970132736933 -1.1715851926803589 0.50897090721130367 0.29113116455078125 -0.25677636770221096 0.1850304925826288 leaf_weight=4905 33 28 20 127 21 21 26 24 20 41 20 26 30 56 20 21 3403 1795 92842 26 21 20 20 20 48 31 leaf_count=4905 33 28 20 127 21 21 26 24 20 41 20 26 30 56 20 21 3403 1795 92842 26 21 20 20 20 48 31 internal_value=0 -0.204352 -0.110477 -0.21353 0.0710084 -0.377226 -0.137027 0.00131399 -0.462095 0.00146947 0.383463 0.00124366 -0.271643 0.00157197 0.297097 0.607277 0.00121887 0.0415309 -0.00092485 -0.222117 -0.286366 -0.378763 0.0449116 -0.0922069 -0.195812 0.165229 internal_weight=0 388 360 340 131 209 110 103277 53 103253 61 103192 124 103068 123 77 102945 5198 97747 46 188 147 41 94 74 57 internal_count=103665 388 360 340 131 209 110 103277 53 103253 61 103192 124 103068 123 77 102945 5198 97747 46 188 147 41 94 74 57 cat_boundaries=0 1 7 13 cat_threshold=709 70047240 144 278921962 35652610 553656384 1024 1074790400 2696986624 4112 72548650 2148548642 128 is_linear=0 shrinkage=0.01 Tree=852 num_leaves=33 num_cat=8 split_feature=2 18 16 3 24 7 7 0 22 1 25 24 2 14 8 1 24 25 19 1 25 8 8 24 5 13 24 19 14 1 8 8 split_gain=160250 430864 637000 232665 170486 344698 231036 178905 105264 75774.5 199089 539589 1.51394e+06 262566 227713 151797 150425 194868 126082 121781 86092.2 123219 330064 153255 104061 531266 363583 79595.9 100620 46548.6 34143 11573.5 threshold=537.86000000000013 63.795000000000009 69.445500000000024 670.0675 0 52.932000000000009 199.19574300000002 2.5072500000000004 524.87500000000011 32.377857000000013 1 2 64.425500000000014 650.34950000000015 242.70250000000001 352.68673250000012 3 4 91.254000000000019 205.81150000000002 5 275.17750000000007 212.67444500000002 6 388.83500000000009 207.31054000000003 7 909.65338200000008 766.49265000000003 147.65000000000003 901.21050000000014 522.5150000000001 decision_type=2 2 2 2 1 2 2 2 2 2 9 1 2 2 2 2 1 9 2 2 9 2 2 1 2 2 1 2 2 2 2 2 left_child=8 2 3 4 5 7 29 -2 9 20 11 12 19 16 15 -13 17 -12 -18 -11 21 22 23 -1 27 26 -26 28 -22 -6 31 -23 right_child=1 -3 -4 -5 6 -7 -8 -9 -10 10 13 14 -14 -15 -16 -17 18 -19 -20 -21 24 30 -24 -25 25 -27 -28 -29 -30 -31 -32 -33 leaf_value=-0.038581241262465447 0.015860435605049131 -1.3971937709195275 1.6250026648044589 0.7171684682846069 -0.417314920190477 1.0880709663391113 -1.2878482782429663 -1.0762473487854005 -0.66089119950930286 -0.025534865617752076 0.19071000103002728 0.082470315572406569 2.9338687917921278 1.0612684824069341 0.90148027584470558 -0.39714379365006125 -0.03722636765109013 0.0040860553908885081 0.40080647009522169 0.74635222219651753 -0.0033219440188989907 -0.37657083492279053 1.2701730884205211 0.084922655940830941 0.41741799530408058 1.7609642591476442 -0.31230151470442463 0.59800378731705928 -0.45204118795394899 -0.043457523259249599 -0.71782610121227453 -0.058128428601083304 leaf_weight=1532 60 28 20 25 137 25 29 20 24 60 889 322 27 24 29 83 3416 1494 67 31 91951 25 22 2893 131 20 123 22 50 44 21 21 leaf_count=1532 60 28 20 25 137 25 29 20 24 60 889 322 27 24 29 83 3416 1494 67 31 91951 25 22 2893 131 20 123 22 50 44 21 21 internal_value=0 -0.202308 -0.109373 -0.211395 -0.28509 0.0576387 -0.438327 -0.257167 0.00130093 0.00145485 0.0346643 0.21451 0.787651 0.0174157 0.0444492 -0.015821 0.0131746 0.0742138 -0.0287178 0.237416 -0.000754979 0.0418375 0.0483432 0.0422685 -0.00284229 0.191749 0.0681883 -0.00342199 -0.00356581 -0.326432 -0.383721 -0.231195 internal_weight=0 388 360 340 315 105 210 80 103277 103253 6442 552 118 5890 434 405 5866 2383 3483 91 96811 4514 4447 4425 92297 274 254 92023 92001 181 67 46 internal_count=103665 388 360 340 315 105 210 80 103277 103253 6442 552 118 5890 434 405 5866 2383 3483 91 96811 4514 4447 4425 92297 274 254 92023 92001 181 67 46 cat_boundaries=0 1 6 7 8 13 19 20 21 cat_threshold=705 0 0 520 2097154 536870976 67 820 69288456 17040 2097184 33554432 8192 1073741824 2696986624 4112 72581418 2148548642 128 643 3842 is_linear=0 shrinkage=0.01 Tree=853 num_leaves=22 num_cat=0 split_feature=2 19 16 3 9 7 0 22 3 10 9 9 3 19 8 6 9 15 2 3 19 split_gain=157061 369604 488521 235466 112265 187994 107963 103169 96458.3 86781.4 169481 81702.9 127413 101829 288876 92893.1 84649.2 73321.7 97266 62367.8 52353.5 threshold=537.86000000000013 52.369500000000009 81.551225000000017 670.0675 53.02000000000001 27.763500000000004 367.42525000000006 524.87500000000011 218.42700000000005 1092.2834 76.831000000000003 422.48500000000007 249.93500000000003 382.22200000000004 168.94500000000002 1424.6500000000003 303.60860000000008 129.55275000000003 128.13330350000004 670.0675 500.63000000000017 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=7 2 3 4 5 6 -2 9 -6 11 -11 13 17 15 20 16 -1 18 -13 -14 -15 right_child=1 -3 -4 -5 8 -7 -8 -9 -10 10 -12 12 19 14 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.00083356377477925372 -0.24616262010474135 -1.5242047336101532 1.2510710623860359 0.70999676580429083 -1.0633953863382339 0.45713508632447986 -0.95468482494354245 -0.65428227742513012 -0.17811356258392333 0.010364174261325743 1.1332055721282959 -0.049800799799159287 -0.85087031083948472 0.3703437155646247 1.3903033995628358 0.54012398511171344 0.1976462634050683 0.33987261221959036 -0.59340180070776694 -0.19291469726562502 -0.10498482085043385 leaf_weight=102440 207 20 24 25 32 36 24 24 20 41 20 246 34 37 20 32 219 39 38 25 62 leaf_count=102440 207 20 24 25 32 36 24 24 20 41 20 246 34 37 20 32 219 39 38 25 62 internal_value=0 -0.200285 -0.128333 -0.22457 -0.297812 -0.215023 -0.319775 0.00128825 -0.722902 0.00144063 0.378509 0.00121774 -0.144758 0.00176013 0.294115 0.00142134 0.00125342 -0.0667035 -0.122536 -0.572076 0.0726632 internal_weight=0 388 368 344 319 267 231 103277 52 103253 61 103192 382 102810 119 102691 102659 323 284 59 99 internal_count=103665 388 368 344 319 267 231 103277 52 103253 61 103192 382 102810 119 102691 102659 323 284 59 99 is_linear=0 shrinkage=0.01 Tree=854 num_leaves=22 num_cat=1 split_feature=2 18 16 3 24 7 7 22 10 9 5 5 3 3 1 7 6 1 26 10 26 split_gain=153936 418640 616646 223431 166695 335286 226817 101116 85054.4 166108 91498.8 104497 244876 102079 93863.1 123666 84087.7 76990.3 65391.1 54008.4 6872.82 threshold=537.86000000000013 63.795000000000009 69.445500000000024 670.0675 0 52.932000000000009 199.19574300000002 524.87500000000011 1092.2834 76.831000000000003 883.10000000000014 606.07650000000001 108.75750000000001 1439.8675000000001 205.81150000000002 46.190000000000005 172.78900000000002 44.651250000000005 2022.5000000000002 9.3820000000000032 2022.5000000000002 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 4 5 18 19 8 10 -10 11 13 16 17 15 20 -13 -1 -2 -6 -12 right_child=1 -3 -4 -5 6 -7 -8 -9 9 -11 14 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.0010123236957269271 -0.4844660540918509 -1.376095853894949 1.5997658417224885 0.70289681787490854 -0.38067178281058811 1.0757140304565429 -1.2723866311435041 -0.64773946205774946 0.010260541032000286 1.1218735408782958 -0.4359938040146461 0.17908169241512525 1.0003334261689869 0.48831320474314133 -0.76823875375862782 0.58041950750350946 -0.55854766607284545 0.038523527928420648 0.099124904721975327 0.17031592750549315 -0.23484693308265844 leaf_weight=97715 48 28 20 25 161 25 29 24 41 20 26 68 35 43 29 20 20 5187 32 20 49 leaf_count=97715 48 28 20 25 161 25 29 24 41 20 26 68 35 43 29 20 20 5187 32 20 49 internal_value=0 -0.198282 -0.106675 -0.207053 -0.279272 0.0592215 -0.430823 0.00127537 0.00142623 0.374724 0.00120556 0.00153217 0.292831 0.00118413 -0.270273 -0.118263 0.0114387 0.000980567 -0.25103 -0.319789 -0.304578 internal_weight=0 388 360 340 315 105 210 103277 103253 61 103192 103068 123 102945 124 95 88 102902 80 181 75 internal_count=103665 388 360 340 315 105 210 103277 103253 61 103192 103068 123 102945 124 95 88 102902 80 181 75 cat_boundaries=0 1 cat_threshold=705 is_linear=0 shrinkage=0.01 Tree=855 num_leaves=22 num_cat=1 split_feature=3 6 2 8 2 5 26 16 10 26 6 14 14 25 2 3 7 6 10 16 16 split_gain=164513 146125 637959 269043 437351 598445 226967 131674 158046 118219 185293 93043.4 159568 85462 105505 87248.2 70737.9 52567.9 48575.8 42379.3 5219.26 threshold=1439.8675000000001 550.73124000000007 747.71500000000015 483.25025000000005 25.999000000000002 240.04000000000002 2022.5000000000002 518.28800000000012 377.13375000000002 2022.5000000000002 769.5200000000001 873.74500000000012 766.49265000000003 0 873.74500000000012 514.39811750000013 48.047750000000008 673.95850000000007 103.61850000000001 920.44288200000017 655.48225000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 7 3 4 9 6 -6 11 18 10 -3 12 13 14 -1 -15 -13 -11 19 20 -9 right_child=-2 2 -4 -5 5 -7 -8 8 -10 17 -12 16 -14 15 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.034113959937495768 -0.56385400249407847 -0.39281138563156126 1.9437665445804595 -0.76775751242414114 -0.59278630665370391 2.0687317512585564 0.76270266087849936 -0.18530213500393761 -1.1249606088399886 0.17043060495303228 0.85834941469389825 -0.59960804669062295 0.87038366726466598 0.00043703979762496972 -0.47412791533903642 0.2110992281146461 0.11515420246124268 -0.33378310760649121 0.25806198553605514 -0.5378581294748519 -0.011409706537212645 leaf_weight=5908 52 20 20 32 21 26 30 45 20 26 29 45 21 96782 55 197 20 101 22 36 28 leaf_count=5908 52 20 20 32 21 26 30 45 20 26 29 45 21 96782 55 197 20 101 22 36 28 internal_value=0 -0.00124368 0.217317 0.0961627 0.205433 0.834021 0.20456 -0.00188975 -0.296972 -0.0695738 0.347672 -0.00145727 -0.0012185 -0.0013963 -0.0381085 0.000864883 -0.379681 -0.230558 -0.170562 -0.257073 -0.118604 internal_weight=0 103484 305 285 253 77 51 103179 151 176 49 103028 102963 102942 5963 96979 65 127 131 109 73 internal_count=103536 103484 305 285 253 77 51 103179 151 176 49 103028 102963 102942 5963 96979 65 127 131 109 73 cat_boundaries=0 5 cat_threshold=1342210176 10 256 49319936 1073741826 is_linear=0 shrinkage=0.01 Tree=856 num_leaves=22 num_cat=3 split_feature=3 4 7 16 10 14 10 3 25 3 11 25 24 2 2 3 4 13 4 16 14 split_gain=161239 163971 699179 127580 106195 105331 86754.5 82038.6 256930 388216 125916 107559 219589 189250 77347.9 74654.8 93828.5 65927.4 60153.9 49849.8 2422.79 threshold=1439.8675000000001 904.34825000000012 369.57140000000004 518.28800000000012 332.17500000000007 1018.0250000000002 103.61850000000001 76.615000000000009 0 83.326500000000024 559.42150000000004 1 2 1054.5000000000002 78.025300000000001 54.445500000000003 1468.3681000000001 119.295 6.658744500000001 1079.5035000000003 1358.5175000000004 decision_type=2 2 2 2 2 2 2 2 9 2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 3 14 5 6 7 17 11 9 -9 -10 12 -1 -13 15 16 -3 19 -2 -5 -7 right_child=18 2 -4 4 -6 20 -8 8 10 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.031414112865538538 -0.26695528221130371 -0.25424706327644264 1.9768761660835961 -0.029446713757865572 -0.87087151784163253 -0.41316619300842283 0.43505758357048041 0.77786927669916472 -0.019728922765607521 0.10626383579982801 -0.73419285888671881 -0.00060716561244940944 -0.1024624865572638 0.60871830613005395 -0.40085933955510455 0.72435100841522215 0.48625834635325837 -0.77055971319025218 -0.95538843794302508 -0.59738805198669431 -0.55886542547316775 leaf_weight=2073 30 44 22 68 26 25 20 92 1853 1335 25 94729 2980 51 30 20 28 22 22 20 21 leaf_count=2073 30 44 22 68 26 25 20 92 1853 1335 25 94729 2980 51 30 20 28 22 22 20 21 internal_value=0 -0.00123124 0.335978 -0.00170113 -0.287461 -0.0012691 -0.170779 -0.00105572 0.0479618 0.148522 -0.029085 -0.00267846 -0.0475859 -0.000279265 0.0400787 0.183863 0.0337273 -0.280931 -0.558215 -0.158524 -0.479681 internal_weight=0 103484 144 103340 156 103184 130 103138 3305 1427 1878 99833 5053 94780 122 92 72 110 52 88 46 internal_count=103536 103484 144 103340 156 103184 130 103138 3305 1427 1878 99833 5053 94780 122 92 72 110 52 88 46 cat_boundaries=0 6 12 13 cat_threshold=10780672 147488 278986794 2129984 536870916 1024 1073774720 2 4226 40927232 34 1 2360 is_linear=0 shrinkage=0.01 Tree=857 num_leaves=21 num_cat=0 split_feature=3 4 2 8 16 14 11 3 5 5 1 2 1 16 4 3 4 2 8 14 split_gain=158031 160708 663860 236084 135962 101432 100994 86864.9 283334 113637 83987.3 66998.9 65972 64270 58956.9 46827 121489 26641.2 67427.7 2380.79 threshold=1439.8675000000001 904.34825000000012 362.00600000000003 1117.4100000000001 518.28800000000012 1018.0250000000002 75.218420000000023 76.615000000000009 518.47500000000002 764.58775000000003 8.671794000000002 49.853800000000007 87.268457500000025 1079.5035000000003 6.658744500000001 54.445500000000003 1468.3681000000001 22.153894000000005 1449.0631000000001 1358.5175000000004 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 11 4 5 7 10 9 -9 -1 13 15 -8 -6 -2 16 -3 18 -5 -7 right_child=14 2 -4 17 6 19 12 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=-0.0019544722861638032 -0.26428572432200115 -0.27923884565300411 1.9315336855975065 -0.077086175835650902 -0.13413518095558341 -0.40747863948345187 -0.32394578003883362 0.032980066549743635 0.5585255158172463 -0.31925165475997253 0.35329095666225147 -0.40601137858170733 -1.1361770327687264 -0.74798653478207799 -0.94583456191149629 0.58362797782534648 0.54230622371037807 -0.88028513474897907 -0.85145935752175084 -0.55327677363441108 leaf_weight=99671 30 45 22 23 66 24 20 3183 106 113 26 26 20 23 22 21 30 22 22 21 leaf_count=99671 30 45 22 23 66 24 20 3183 106 113 26 26 20 23 22 21 30 22 22 21 internal_value=0 -0.001219 0.332619 -0.00168418 -0.0012992 -0.000854348 -0.297248 -0.000647118 0.0499177 -0.00231379 -0.146705 0.0442896 -0.730061 -0.292771 -0.552633 0.166246 0.0493792 -0.595095 -0.455669 -0.475518 internal_weight=0 103484 144 103340 103273 103118 155 103073 3289 99784 115 122 40 89 52 96 75 67 45 45 internal_count=103536 103484 144 103340 103273 103118 155 103073 3289 99784 115 122 40 89 52 96 75 67 45 45 is_linear=0 shrinkage=0.01 Tree=858 num_leaves=20 num_cat=2 split_feature=3 4 2 8 16 10 14 3 25 25 10 13 2 4 3 4 2 8 14 split_gain=154886 157510 650649 231386 133257 135886 99413.2 85136.3 244871 99549.5 71990.9 75985.1 65665.6 57783.6 45895.2 119071 26111.1 66085.9 2333.42 threshold=1439.8675000000001 904.34825000000012 362.00600000000003 1117.4100000000001 518.28800000000012 377.13375000000002 1018.0250000000002 76.615000000000009 0 1 118.69500000000002 113.49700000000001 49.853800000000007 6.658744500000001 54.445500000000003 1468.3681000000001 22.153894000000005 1449.0631000000001 1358.5175000000004 decision_type=2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 left_child=1 3 12 4 6 10 7 9 -9 -1 11 -6 14 -2 15 -3 17 -5 -8 right_child=13 2 -4 16 5 -7 18 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.12454566039350944 -0.26164287153879801 -0.27644646039274007 1.9122182503613558 -0.07631532503210979 -0.14808963855323584 -1.0635367591381073 -0.40340385397275291 0.14758350884568822 -0.026185222247918447 -0.0030766155565085497 0.37342872858047488 -0.79071135624595312 -0.40195127899830158 -0.93637622443112467 0.57779169900076732 0.5368831586837769 -0.87148228471929379 -0.84294475035233929 -0.54774399893624437 leaf_weight=605 30 45 22 23 92 20 24 1424 1865 99179 20 23 26 22 21 30 22 22 21 leaf_count=605 30 45 22 23 92 20 24 1424 1865 99179 20 23 26 22 21 30 22 22 21 internal_value=0 -0.00120681 0.329292 -0.00166734 -0.00128621 -0.294276 -0.000845805 -0.000640647 0.0494185 -0.00229066 -0.180311 -0.276614 0.0438467 -0.547107 0.164584 0.0488854 -0.589144 -0.451112 -0.470763 internal_weight=0 103484 144 103340 103273 155 103118 103073 3289 99784 135 115 122 52 96 75 67 45 45 internal_count=103536 103484 144 103340 103273 155 103118 103073 3289 99784 135 115 122 52 96 75 67 45 45 cat_boundaries=0 6 11 cat_threshold=10780672 147488 278986794 2129984 536870916 1024 0 536870912 0 134348810 2147483648 is_linear=0 shrinkage=0.01 Tree=859 num_leaves=22 num_cat=5 split_feature=3 4 7 8 7 6 6 26 9 5 2 25 24 26 24 25 24 9 4 4 8 split_gain=151804 154375 681102 226782 141104 104617 92505.9 551921 151086 129989 76063.2 72674 714098 996533 80573.7 68157.2 222597 102510 56633.8 30575.6 16400.2 threshold=1439.8675000000001 904.34825000000012 369.57140000000004 1117.4100000000001 104.3035 8.0827500000000025 884.13250000000005 2022.5000000000002 25.145000000000007 26.136750000000003 4.402000000000001 0 1 2022.5000000000002 2 3 4 551.9285000000001 6.658744500000001 1468.3681000000001 1449.0631000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 1 2 1 9 1 2 2 2 2 left_child=1 3 5 6 20 10 11 9 -9 -8 19 12 13 -1 -14 16 -13 -17 -2 -3 -5 right_child=18 2 -4 4 -6 -7 7 8 -10 -11 -12 15 14 -15 -16 17 -18 -19 -20 -21 -22 leaf_value=1.7589843549399542 -0.25902641646067304 0.19022165657331547 1.9455463426763362 -0.69179820185122287 0.12024960136413575 -0.52874109442417438 0.66351862573623666 0.073409774818372991 -0.89178386812624721 1.803646509051323 -0.3298997774991122 -0.14161634197102838 0.10774750025387396 -0.12876341961048268 -0.22283671673225322 -0.0010787014643736091 0.021993543979418707 0.23142079441327798 -0.92701245893131601 0.6160124962146466 -1.0654814032713573 leaf_weight=58 30 48 22 23 20 26 20 55 23 20 22 1414 104 54 220 99117 1998 190 22 26 24 leaf_count=58 30 48 22 23 20 26 20 55 23 20 22 1414 104 54 220 99117 1998 190 22 26 24 internal_value=0 -0.0011945 0.325999 -0.00165043 -0.583253 0.03395 -0.00127311 0.278558 -0.211199 1.23358 0.186346 -0.00159321 0.125782 0.779245 -0.116674 -0.0021459 -0.0460253 -0.000633806 -0.541636 0.339824 -0.882615 internal_weight=0 103484 144 103340 67 122 103273 118 78 40 96 103155 436 112 324 102719 3412 99307 52 74 47 internal_count=103536 103484 144 103340 67 122 103273 118 78 40 96 103155 436 112 324 102719 3412 99307 52 74 47 cat_boundaries=0 5 6 7 13 14 cat_threshold=0 536870912 4096 134348808 2147483648 70 641 1073741952 2 0 40931328 34 1 1605 is_linear=0 shrinkage=0.01 Tree=860 num_leaves=18 num_cat=3 split_feature=2 1 25 2 22 6 11 25 6 25 19 2 10 18 26 22 26 split_gain=209163 245034 187603 152103 121688 734849 116928 81856.9 196590 416681 199347 99074.9 169584 110606 47222.8 12885.5 12396.1 threshold=1054.5000000000002 438.86250000000007 0 1432.0500000000002 272.88500000000005 15.868500000000003 1429.7025000000001 1 228.27997500000004 2 523.93700000000013 329.85800000000006 307.63250000000005 887.50750000000005 2022.5000000000002 524.87500000000011 2022.5000000000002 decision_type=2 2 9 2 2 2 2 9 2 9 2 2 2 2 2 2 2 left_child=2 3 16 14 6 15 7 8 10 -10 -4 13 -13 -9 -2 -6 -1 right_child=1 -3 4 -5 5 -7 -8 11 9 -11 -12 12 -14 -15 -16 -17 -18 leaf_value=-0.4920701079070568 -1.4152188764299667 0.56588762092590328 0.015467663798950728 -0.24670805009206137 -0.045362163543701171 2.0503132858276367 -0.63372117955109164 -0.0016770920007122289 0.70429101126794591 0.034517782637983649 1.0145707507133483 -0.20930677955302801 0.71421204339890254 0.63846089963559749 -0.76588674644629162 -0.34620313187440238 -0.29674733916918439 leaf_weight=64 21 20 13521 45 35 20 29 88647 121 337 20 374 21 27 24 24 66 leaf_count=64 21 20 13521 45 35 20 29 88647 121 337 20 374 21 27 24 24 66 internal_value=0 -0.435318 0.000973907 -0.657808 0.00147005 0.393794 0.00116956 0.0013482 0.0238182 0.227598 0.0169433 -0.00218585 -0.160208 -0.00148218 -1.06891 -0.167738 -0.364842 internal_weight=0 110 103306 90 103176 79 103097 103068 13999 458 13541 89069 395 88674 45 59 130 internal_count=103416 110 103306 90 103176 79 103097 103068 13999 458 13541 89069 395 88674 45 59 130 cat_boundaries=0 5 11 16 cat_threshold=0 0 0 4194336 2147483648 1620082944 2160099328 529172 201466632 537927718 513 0 0 512 0 8192 is_linear=0 shrinkage=0.01 Tree=861 num_leaves=16 num_cat=0 split_feature=2 5 22 6 11 5 6 14 16 16 6 11 2 22 6 split_gain=205001 203804 119568 720226 125267 77465.7 337921 318462 286961 162514 111670 74753.4 55129.1 12629.1 2510.55 threshold=1054.5000000000002 0.79350000000000021 272.88500000000005 15.868500000000003 1429.7025000000001 24.762450000000005 1070.9310000000003 766.49265000000003 920.44288200000017 1079.5035000000003 1070.9310000000003 422.57650000000007 1432.0500000000002 524.87500000000011 1424.6500000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 12 4 13 5 9 7 8 -7 10 11 -1 -2 -4 -12 right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 14 -13 -14 -15 -16 leaf_value=-0.0013004421533074199 -0.40652239716053012 -1.088469624230356 -0.044908540316990438 2.0298101058006286 -0.64542421571413666 0.021269301549640254 1.1723232298630935 1.075480622916386 1.1921806534131367 -0.77708464304606129 -0.54737257016822694 0.19621288082407165 0.12903392482448267 -0.34274110396703089 -0.40553958049187294 leaf_weight=96548 40 33 35 20 30 6304 26 29 21 27 24 192 37 24 26 leaf_count=96548 40 33 35 20 30 6304 26 29 21 27 24 192 37 24 26 internal_value=0 -0.430965 0.000964883 0.389856 0.000667264 0.000855086 0.0346061 0.0299506 0.0251569 -0.00136902 -0.00115263 -0.000908437 -0.149177 -0.166061 -0.473619 internal_weight=0 110 103306 79 103227 103197 6380 6354 6325 96817 96790 96740 77 59 50 internal_count=103416 110 103306 79 103227 103197 6380 6354 6325 96817 96790 96740 77 59 50 is_linear=0 shrinkage=0.01 Tree=862 num_leaves=22 num_cat=2 split_feature=2 1 25 0 22 13 2 25 2 10 15 4 14 4 2 10 0 18 1 22 26 split_gain=200922 242062 183723 147746 116890 441041 109942 73635.4 167612 444951 645818 185147 124817 114945 96691.7 165630 127937 108422 80958.8 13980.8 12168.6 threshold=1054.5000000000002 438.86250000000007 0 24.195078500000005 272.88500000000005 54.026500000000006 1432.0500000000002 1 329.85800000000006 147.42100000000002 38.159922500000008 123.14910000000002 766.49265000000003 194.61300000000003 329.85800000000006 307.63250000000005 211.376 887.50750000000005 1083.8250000000003 524.87500000000011 2022.5000000000002 decision_type=2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 20 6 7 19 -2 8 12 10 -10 -11 13 -4 17 16 -16 18 -9 -6 -1 right_child=1 -3 4 -5 5 -7 -8 14 9 11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 leaf_value=-0.48708029575645923 -0.81160661242224952 0.56845884704589844 0.0098424366762174149 -1.3196883082389832 0.065366506702021557 1.6692827627658844 0.0046752639972802365 -0.0018883883916561513 0.30262037673733266 -0.93419156510489332 2.1336028516860237 -0.00045894152588314479 0.60503653102450894 0.16613838988493701 -0.14179604244624786 0.70611419677734377 -0.73369670636043316 0.63208676090946903 0.47915456002099177 -0.25614054634457545 -0.29355856118780194 leaf_weight=64 33 20 13149 24 38 20 33 88623 233 35 21 54 36 488 334 21 41 27 35 21 66 leaf_count=64 33 20 13149 24 38 20 33 88623 233 35 21 54 36 488 334 21 41 27 35 21 66 internal_value=0 -0.426655 0.000955235 -0.647792 0.00144622 0.385957 -0.403466 0.00115172 0.022449 0.240801 0.454001 -0.367657 0.0169879 0.0154355 -0.00220147 -0.158114 -0.206511 -0.00150553 -0.00169848 -0.0490682 -0.361057 internal_weight=0 110 103306 90 103176 79 66 103097 14016 343 254 89 13673 13637 89081 396 375 88685 88658 59 130 internal_count=103416 110 103306 90 103176 79 66 103097 14016 343 254 89 13673 13637 89081 396 375 88685 88658 59 130 cat_boundaries=0 5 11 cat_threshold=0 0 0 4194336 2147483648 1620082944 2160099328 529172 201466632 537927718 513 is_linear=0 shrinkage=0.01 Tree=863 num_leaves=21 num_cat=5 split_feature=25 22 20 11 25 24 25 0 0 1 1 1 1 1 25 3 6 22 26 26 split_gain=181186 105257 909656 116452 82414 231210 394055 174926 148223 286349 276122 145979 136398 133393 129768 128735 97843.8 12455.9 11857.3 4315.09 threshold=0 272.88500000000005 6.179850000000001 1429.7025000000001 1 2 3 285.35875000000004 594.30750000000012 297.44000000000005 6.6537000000000015 511.57525000000004 470.21364 1449.0631000000001 4 5.423635 1424.6500000000003 524.87500000000011 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 9 1 9 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=18 3 17 4 5 6 19 14 13 10 -10 -11 -8 16 -7 -9 -6 -3 -1 -2 right_child=1 2 -4 -5 8 7 12 15 9 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=-0.48090559086432827 0.80495939685497431 -0.14244661205693296 2.2105177577733994 -0.62224167863527935 -0.00025153171903157412 -0.19537240224061431 0.075093978233635422 0.86044530575092026 -0.27189591715733213 -1.4455191189309826 0.46084133399857413 -0.458513846730077 0.91256921267509461 0.63580589410030486 0.017371695535435768 -0.12634896945953369 0.58068748671433024 -0.44143882794813677 -0.29062297398393805 0.68691640730698911 leaf_weight=65 64 38 20 30 100186 354 704 39 180 23 72 43 20 33 1348 20 29 22 66 60 leaf_count=65 64 38 20 30 100186 354 704 39 180 23 72 43 20 33 1348 20 29 22 66 60 internal_value=0 0.000984286 0.363572 0.00070332 0.000884452 0.056264 0.190967 -0.00931361 -0.000557809 -0.216112 -0.0625424 -0.80247 0.0968904 0.000125904 -0.0279229 0.525939 -8.34208e-05 -0.252077 -0.35773 0.692033 internal_weight=0 103285 80 103205 103175 2609 848 1761 100566 318 252 66 724 100248 1702 59 100215 60 131 124 internal_count=103416 103285 80 103205 103175 2609 848 1761 100566 318 252 66 724 100248 1702 59 100215 60 131 124 cat_boundaries=0 5 11 12 16 21 cat_threshold=0 0 0 4194336 2147483648 1074790656 4194304 4368 134349064 1048610 513 344 1073741824 0 0 131072 1073741824 0 0 131336 32 is_linear=0 shrinkage=0.01 Tree=864 num_leaves=25 num_cat=5 split_feature=2 1 25 2 4 20 25 24 2 4 15 15 11 11 0 25 24 1 3 26 11 11 11 26 split_gain=196647 237169 176493 145136 95948.8 499338 328100 408132 468482 401628 87028.4 102858 78862.6 130308 144512 84571.6 254948 68234.7 58583.5 45972.3 38152.5 54396.4 33194.1 11690.7 threshold=1054.5000000000002 438.86250000000007 0 1432.0500000000002 194.61300000000003 244.36170000000001 1 2 408.041 236.10250000000005 368.75140000000005 75.106650000000002 619.25400000000013 483.06600000000009 6.6497500000000009 3 4 1449.0631000000001 169.67250000000004 2022.5000000000002 1429.7025000000001 1085.9700000000003 522.5150000000001 2022.5000000000002 decision_type=2 2 9 2 2 2 9 1 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=2 3 23 19 12 6 7 8 -6 -9 11 -8 13 15 22 16 -4 -17 20 -2 21 -14 -15 -1 right_child=1 -3 4 -5 5 -7 10 9 -10 -11 -12 -13 18 14 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.47740043260157111 -1.3842565155029296 0.56290847396850585 0.1937068248250946 -0.23941190555360581 0.069837742184483728 1.3180528542026877 -0.10229557029645246 1.0710547308921814 -1.1346309328079225 0.26446733622462154 -0.74684699130058296 0.52732548404622959 -0.19278253445351445 0.36165946960449219 1.0013629005573415 -0.0011110463039157117 -0.0378503417438062 0.49261338063648774 -0.73907553386688241 -0.74357956543564796 -0.51922693843426915 0.38387965274708613 -0.15407120943069458 -0.28771674098390521 leaf_weight=64 21 20 853 45 215 32 665 75 38 349 20 27 74 24 27 99602 1057 28 20 24 23 21 26 66 leaf_count=64 21 20 853 45 215 32 665 75 38 349 20 27 74 24 27 99602 1057 28 20 24 23 21 26 66 internal_value=0 -0.422097 0.00094024 -0.640987 0.00142147 0.0830256 0.0545728 0.210375 -0.106847 0.397761 -0.095188 -0.0777294 0.000282011 0.000606436 0.411828 0.000294597 0.0660326 -0.000972192 -0.23861 -1.04256 -0.153785 -0.0653098 0.0934795 -0.353878 internal_weight=0 110 103306 90 103176 1421 1389 677 253 424 712 692 101755 101617 77 101540 1910 99630 138 45 118 95 50 130 internal_count=103416 110 103306 90 103176 1421 1389 677 253 424 712 692 101755 101617 77 101540 1910 99630 138 45 118 95 50 130 cat_boundaries=0 5 11 12 18 19 cat_threshold=0 0 0 4194336 2147483648 49152 147472 512 33554432 536879172 4096 398 1074790656 0 4352 131336 0 513 345 is_linear=0 shrinkage=0.01 Tree=865 num_leaves=24 num_cat=2 split_feature=25 0 2 3 7 7 8 24 2 2 22 1 0 7 6 8 26 3 2 0 7 1 7 split_gain=229513 174513 512987 130136 98535.3 405278 570524 166130 235015 178687 95473.2 94601.4 88006.2 90095.4 56842.3 49702.7 41811.4 26418.5 17827.7 10385.9 6177.77 3866.81 2492.3 threshold=0 883.10000000000014 466.65428000000003 383.96180000000004 607.15100000000018 543.52500000000009 52.345500000000008 1 182.24800000000002 46.223500000000008 550.81750000000011 273.37500000000006 748.92250000000013 391.72750000000002 4.4342985000000015 28.693750000000005 2022.5000000000002 23.039250000000003 277.77250000000009 1438.4900000000002 769.5200000000001 65.605000000000004 1092.2834 decision_type=9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 4 3 11 5 10 -7 8 14 15 12 17 13 -2 22 20 -1 19 -11 -3 -9 -14 -6 right_child=1 2 -4 -5 7 6 -8 9 -10 18 -12 -13 21 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.69463497614860525 0.0018409155388946958 0.25659846663990843 1.782419215611049 0.85284295490809858 0.093844658594865071 2.1475258308365235 -0.21243202710151671 -0.49651520187204534 0.90317657496247972 -0.78507682758828867 -0.62873963435490932 -0.62810708522796632 -0.32786640091074837 0.20676202459806622 -0.56177792148590089 0.12335245311260223 -0.29678324537617817 -0.21556402397155761 -1.1933046522140505 0.038767034935228754 -0.28788834807276725 -0.49861341839744933 -0.052626681129137681 leaf_weight=50 102609 65 21 21 26 21 20 22 28 23 24 20 36 215 25 32 56 20 20 33 40 21 21 leaf_count=50 102609 65 21 21 26 21 20 22 28 23 24 20 36 215 25 32 56 20 20 33 40 21 21 internal_value=0 0.00237416 0.313474 0.119462 0.00183169 0.00230056 0.996327 -0.201836 0.114357 -0.410983 0.00190452 0.0078608 0.00205164 0.0022694 -0.176523 -0.196719 -0.442686 0.115652 -0.97495 0.183247 -0.361917 -0.390773 0.0284 internal_weight=0 103363 180 159 103183 102946 41 237 100 137 102905 138 102881 102824 72 94 106 118 43 98 62 57 47 internal_count=103469 103363 180 159 103183 102946 41 237 100 137 102905 138 102881 102824 72 94 106 118 43 98 62 57 47 cat_boundaries=0 5 6 cat_threshold=0 0 0 256 2147483648 2341 is_linear=0 shrinkage=0.01 Tree=866 num_leaves=20 num_cat=2 split_feature=25 2 7 5 22 7 2 2 2 7 9 2 26 1 25 14 8 26 2 split_gain=224946 171898 788449 159776 129702 102132 150135 231749 131199 118789 171339 253567 90149.3 131470 80475.2 417024 160772 40979.3 4589.81 threshold=0 873.74500000000012 326.45950000000005 178.71625000000003 550.81750000000011 607.15100000000018 362.00600000000003 172.78900000000002 43.933 391.72750000000002 373.75800000000004 21.825000000000006 2022.5000000000002 55.204000000000015 1 766.49265000000003 1449.0631000000001 2022.5000000000002 1432.0500000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=17 4 3 12 5 9 7 8 -7 14 11 -11 13 -3 15 -2 -16 -1 -14 right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 -12 -13 18 -15 16 -17 -18 -19 -20 leaf_value=-0.68768862023353583 0.036733549647327293 0.83713017721433902 2.0428742499973462 -0.67993004760742182 -0.70436618763666892 -0.12843054320185612 -0.92208594780701858 0.74851677223488144 -0.86089953027922539 0.087552038574218755 -0.43244661303928922 0.81293568580503195 -0.0098455822716156643 -0.1691885166168213 0.00031570513886271424 1.283502444514522 -0.83585047182829486 -0.29381541098867142 -0.19587168216705322 leaf_weight=50 4212 37 23 25 26 156 26 27 29 150 35 71 36 20 98419 27 23 56 21 leaf_count=50 4212 37 23 25 26 156 26 27 29 150 35 71 36 20 98419 27 23 56 21 internal_value=0 0.00235042 0.32784 0.0440579 0.00183971 0.00201767 -0.204897 -0.11694 -0.24325 0.00249608 0.217639 0.320594 0.202827 0.484036 0.00195969 0.0445696 0.000120331 -0.438259 -0.0783815 internal_weight=0 103363 162 139 103201 103175 238 212 185 102937 256 221 114 57 102681 4239 98442 106 57 internal_count=103469 103363 162 139 103201 103175 238 212 185 102937 256 221 114 57 102681 4239 98442 106 57 cat_boundaries=0 5 11 cat_threshold=0 0 0 256 2147483648 32768 8388608 4096 137396256 134758434 1 is_linear=0 shrinkage=0.01 Tree=867 num_leaves=25 num_cat=0 split_feature=2 7 11 5 0 2 5 4 2 14 7 6 3 26 2 11 0 16 0 0 14 3 2 11 split_gain=170432 771631 198840 157421 142257 299907 136313 119399 111354 117189 115253 116361 93514.4 86581.9 109391 78173.3 76916.5 74601 70950.5 46783 12657.1 8397.01 3400.07 3143.3 threshold=873.74500000000012 326.45950000000005 796.68750000000011 178.71625000000003 883.10000000000014 362.00600000000003 217.92150000000004 168.87200500000003 537.86000000000013 39.015000000000008 66.760000000000019 15.109500000000002 1439.8675000000001 2022.5000000000002 1054.5000000000002 1085.9700000000003 1077.3535000000002 920.44288200000017 748.92250000000013 1438.4900000000002 37.016900000000007 53.423999999999999 1432.0500000000002 1429.7025000000001 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=2 3 4 13 8 7 15 16 12 10 11 -10 17 14 -2 21 -6 18 -1 -18 -19 -4 -15 -17 right_child=1 -3 6 -5 5 -7 -8 -9 9 -11 -12 -13 -14 22 -16 23 19 20 -20 -21 -22 -23 -24 -25 leaf_value=0.0019638125109779974 -0.073360945528203797 2.0224454199749493 -0.061813513338565829 -0.67313074111938476 -0.36753106880832365 1.442320529937744 -1.078582963546117 0.7988599984542184 -0.12587418223917485 -0.84337789888735171 0.36956976327631214 -0.84179403850010459 0.45258036727490636 -0.0097471108453141327 0.82651666750226693 -0.60298760206803037 0.41682659421648299 -0.25553607821464541 -0.3748254145145416 -0.047231973859998916 -0.59015082693099974 0.20646696472167969 -0.16754292347214439 -0.44250052039439863 leaf_weight=102665 22 23 28 25 37 20 24 23 120 27 36 28 46 36 35 23 42 26 50 45 20 20 22 26 leaf_count=102665 22 23 28 25 37 20 24 23 120 27 36 28 46 36 35 23 42 26 50 45 20 20 22 26 internal_value=0 0.32494 0.00132853 0.0460645 0.00180362 0.29343 -0.403811 0.137118 0.00133087 -0.22816 -0.137884 -0.261318 0.00180187 0.202411 0.479195 -0.236857 0.014376 0.00160009 0.0017804 0.176796 -0.401021 0.04997 -0.0696007 -0.517831 internal_weight=0 163 103306 140 103185 167 121 147 103018 211 184 148 102807 115 57 97 124 102761 102715 87 46 48 58 49 internal_count=103469 163 103306 140 103185 167 121 147 103018 211 184 148 102807 115 57 97 124 102761 102715 87 46 48 58 49 is_linear=0 shrinkage=0.01 Tree=868 num_leaves=23 num_cat=0 split_feature=2 7 5 22 7 2 2 2 7 9 2 10 5 8 26 2 2 0 2 3 26 2 split_gain=167041 756275 154300 126319 99692.4 146860 226860 128792 117034 168016 248838 343601 103707 98352.7 94195.7 179657 75409.8 87756.8 337992 76350.1 5036.34 2905.38 threshold=873.74500000000012 326.45950000000005 117.18750000000001 550.81750000000011 607.15100000000018 362.00600000000003 172.78900000000002 43.933 391.72750000000002 373.75800000000004 21.825000000000006 159.15250000000003 106.89600000000002 29.582250000000002 2022.5000000000002 1054.5000000000002 747.71500000000015 883.10000000000014 266.22500000000008 1439.8675000000001 2022.5000000000002 1432.0500000000002 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=3 2 14 4 8 6 7 13 16 10 12 -12 -10 -6 15 -2 17 19 -19 -1 -18 -16 right_child=1 -3 -4 -5 5 -7 -8 -9 9 -11 11 -13 -14 -15 21 -17 20 18 -20 -21 -22 -23 leaf_value=0.0010740166602199411 -0.22304581212997437 2.0022211058243462 -0.576913160201042 -0.69562116130040241 -0.28952719012173739 -0.91226168384918793 0.74033390327736182 -0.85287373608556294 -0.028152930131034246 -0.42823937089102609 1.2867411548147598 -0.19978235058162522 0.68907636404037476 0.26112860693231876 -0.0096496553553475275 0.97807987675522312 -0.30318571845690412 0.055531141311478092 1.4186193302699499 0.42253900028938468 -0.51265457283366811 -0.15997386205196382 leaf_weight=102540 20 23 31 26 110 26 27 29 126 35 48 23 24 46 36 33 24 136 21 43 22 20 leaf_count=102540 20 23 31 26 110 26 27 29 126 35 48 23 24 46 36 33 24 136 21 43 22 20 internal_value=0 0.321691 0.0456039 0.00131524 0.00149069 -0.202938 -0.115945 -0.240916 0.00196287 0.215511 0.317462 0.805191 0.0866038 -0.127154 0.22265 0.524825 0.001431 0.00161225 0.237855 0.00125068 -0.403366 -0.0633369 internal_weight=0 163 140 103306 103280 238 212 185 103042 256 221 71 150 156 109 53 102786 102740 157 102583 46 56 internal_count=103469 163 140 103306 103280 238 212 185 103042 256 221 71 150 156 109 53 102786 102740 157 102583 46 56 is_linear=0 shrinkage=0.01 Tree=869 num_leaves=22 num_cat=0 split_feature=2 12 4 22 7 2 2 2 7 9 2 10 5 8 1 3 26 2 16 16 26 split_gain=163717 749987 165016 123805 97708.5 143938 222346 126229 114705 164672 243886 336763 101643 96395.5 87225.9 85191.8 188348 73909.1 72505.3 92572.7 4936.12 threshold=873.74500000000012 143.12500000000003 221.43500000000003 550.81750000000011 607.15100000000018 362.00600000000003 172.78900000000002 43.933 391.72750000000002 373.75800000000004 21.825000000000006 159.15250000000003 106.89600000000002 29.582250000000002 273.37500000000006 8.3370000000000015 2022.5000000000002 747.71500000000015 1079.5035000000003 362.00600000000003 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 left_child=3 2 14 4 8 6 7 13 17 10 12 -12 -10 -6 15 16 -2 18 19 -1 -19 right_child=1 -3 -4 -5 5 -7 -8 -9 9 -11 11 -13 -14 -15 -16 -17 -18 20 -20 -21 -22 leaf_value=0.0018850744317369841 0.8459846693674723 1.9920028238711149 -0.7515766355124387 -0.68866496047130432 -0.28663191937316546 -0.90313906763608642 0.73293054086190679 -0.84434499576173982 -0.027871404905167835 -0.42395697907039098 1.2738737533986568 -0.19778452354928722 0.68218560655911764 0.25851731402718503 0.79361695480346683 -0.46346317104671314 -0.17694069029225243 -0.30015386104583741 0.51039550031934466 -0.20929351834374338 -0.50752801840955564 leaf_weight=102504 30 23 22 26 110 26 27 29 126 35 48 23 24 46 20 23 45 24 28 208 22 leaf_count=102504 30 23 22 26 110 26 27 29 126 35 48 23 24 46 20 23 45 24 28 208 22 internal_value=0 0.318474 0.0435372 0.00130209 0.00147579 -0.200908 -0.114786 -0.238507 0.00194324 0.213356 0.314288 0.797139 0.0857377 -0.125883 0.191779 0.0689547 0.232229 0.00141669 0.00159612 0.00145742 -0.399333 internal_weight=0 163 140 103306 103280 238 212 185 103042 256 221 71 150 156 118 98 75 102786 102740 102712 46 internal_count=103469 163 140 103306 103280 238 212 185 103042 256 221 71 150 156 118 98 75 102786 102740 102712 46 is_linear=0 shrinkage=0.01 Tree=870 num_leaves=13 num_cat=0 split_feature=11 15 15 15 22 0 2 4 12 6 2 6 split_gain=166753 115954 105741 113219 102352 76083.1 219047 448979 237424 118886 99756.4 9436.38 threshold=1429.7025000000001 1079.5035000000003 800.10250000000008 907.96050000000014 550.81750000000011 6.6497500000000009 654.54975000000002 392.81250000000006 871.41750000000013 1070.9310000000003 1054.5000000000002 1424.6500000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 9 8 -8 -7 10 -1 -11 right_child=-2 -3 3 -5 -6 6 7 -9 -10 11 -12 -13 leaf_value=-0.0024511333232473728 0.78671783237545589 -0.53096029812242929 0.95479004220726593 -0.050637747900826591 -0.66627808664156052 0.024546756684202677 -0.04962622592846553 -1.6050992805480957 0.98107006870926572 -0.34648138459651701 0.37253300304144205 -0.60760485649108886 leaf_weight=89802 27 41 24 21 23 13422 72 25 26 31 71 25 leaf_count=89802 27 41 24 21 23 13422 72 25 26 31 71 25 internal_value=0 0.000737899 0.000948438 0.48559 0.000737717 0.00088598 0.0229807 -0.450521 0.0263961 -0.0024419 -0.00215489 -0.463054 internal_weight=0 103583 103542 45 103497 103474 13545 97 13448 89929 89873 56 internal_count=103610 103583 103542 45 103497 103474 13545 97 13448 89929 89873 56 is_linear=0 shrinkage=0.01 Tree=871 num_leaves=16 num_cat=3 split_feature=25 11 15 25 3 1 16 4 2 1 2 3 25 26 26 split_gain=218727 184078 112674 113362 196352 314854 345213 260450 224318 126323 130468 101464 40679 22709.3 13980.2 threshold=0 1429.7025000000001 1079.5035000000003 1 180.91300000000004 765.46000000000015 348.30332000000004 1086.5100000000002 1054.5000000000002 1449.0631000000001 1432.0500000000002 888.10000000000014 2 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 2 2 2 9 2 2 left_child=12 2 3 4 7 6 -6 8 -2 10 11 -5 14 -14 -1 right_child=1 -3 -4 9 5 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 leaf_value=-0.21947773318424404 0.043786833603409299 0.84311603550727554 -0.52904909666627642 -0.0015553614947243981 -0.25365670469490925 0.91136853712576416 0.90662639582598659 1.0314794215449581 0.8350482547945447 -0.7120179100036621 0.78703747431437177 0.36159429619064581 -0.52057677556673687 -0.27609445017653628 -0.054156453122898025 leaf_weight=107 7502 26 40 94935 510 27 27 27 36 25 21 77 75 77 98 leaf_count=107 7502 26 40 94935 510 27 27 27 36 25 21 77 75 77 98 internal_value=0 0.00179922 0.00158749 0.00179318 0.0376117 -0.142339 -0.195318 0.0510774 0.0475657 -0.0012737 -0.00108686 -0.00126106 -0.242763 -0.372238 -0.133914 internal_weight=0 103253 103227 103187 8129 564 537 7565 7538 95058 95033 95012 357 152 205 internal_count=103610 103253 103227 103187 8129 564 537 7565 7538 95058 95033 95012 357 152 205 cat_boundaries=0 4 10 14 cat_threshold=0 0 0 135397376 1073774848 8437888 24 306249994 2282225698 513 0 0 0 1048576 is_linear=0 shrinkage=0.01 Tree=872 num_leaves=12 num_cat=5 split_feature=25 22 15 16 24 25 25 2 1 25 15 split_gain=214375 123498 114147 124759 107541 107515 87978.8 210692 91539.7 29328.7 1611.72 threshold=0 550.81750000000011 1079.5035000000003 1079.5035000000003 1 2 3 1054.5000000000002 1449.0631000000001 4 1362.4500000000003 decision_type=9 2 2 2 1 9 9 2 2 9 2 left_child=4 2 3 5 -1 -2 7 -7 -8 -6 -4 right_child=1 -3 10 -5 9 6 8 -9 -10 -11 -12 leaf_value=0.0096076597762471856 0.28260869460947374 0.7045418941497803 -0.57867059297182344 0.61658988663644498 -0.22128365470938488 0.020527890472230574 -0.0025991675165924302 0.6580797062011865 -0.67921137237548834 -0.51958393024314531 -0.45463589525222781 leaf_weight=121 126 25 22 33 136 16272 86683 52 20 100 20 leaf_count=121 126 25 22 33 136 16272 86683 52 20 100 20 internal_value=0 0.00178122 0.0016112 0.00182335 -0.240335 0.00162668 0.00125549 0.022545 -0.00275493 -0.363665 -0.519606 internal_weight=0 103253 103228 103186 357 103153 103027 16324 86703 236 42 internal_count=103610 103253 103228 103186 357 103153 103027 16324 86703 236 42 cat_boundaries=0 4 5 10 16 20 cat_threshold=0 0 0 135397376 2224 0 0 0 0 2147483680 1410629888 8700032 268435548 306250506 134217794 513 0 0 0 1048576 is_linear=0 shrinkage=0.01 Tree=873 num_leaves=18 num_cat=4 split_feature=25 11 15 25 3 12 4 1 1 1 2 0 24 25 26 26 26 split_gain=210459 180353 108237 109595 224710 294603 280252 243063 300053 119831 109368 106185 105577 28820.5 24723.8 22079.1 2152.85 threshold=0 1429.7025000000001 1079.5035000000003 1 148.09087000000002 1040.4400000000003 1086.5100000000002 765.46000000000015 383.96180000000004 1449.0631000000001 1432.0500000000002 1077.3535000000002 2 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 2 2 2 1 9 2 2 2 left_child=12 2 3 4 5 6 -2 8 -6 10 11 -5 14 16 -1 -15 -14 right_child=1 -3 -4 9 7 -7 -8 -9 -10 -11 -12 -13 13 15 -16 -17 -18 leaf_value=-0.12237343234282273 0.050579437473481294 0.83452570979411789 -0.51853005555272103 -0.0012202397040671999 -0.10154417719647109 1.2414137969840142 1.1115396041870118 0.76553509269441877 -0.79218980519307991 -0.67975858358236463 0.68871355927508815 0.39702005927242456 -0.27454750586247101 -0.72100437571605047 0.16430805918893643 -0.42358534526366454 -0.19496551371332427 leaf_weight=65 6056 26 40 96371 498 21 25 28 72 26 23 67 69 48 56 52 67 leaf_count=65 6056 26 40 96371 498 21 25 28 72 26 23 67 69 48 56 52 67 internal_value=0 0.00176368 0.00155411 0.00175571 0.0408339 0.0590245 0.0549412 -0.1441 -0.188784 -0.000961985 -0.000779123 -0.000943563 -0.238131 -0.36033 0.00951892 -0.51486 -0.219222 internal_weight=0 103253 103227 103187 6700 6102 6081 598 570 96487 96461 96438 357 236 121 100 136 internal_count=103610 103253 103227 103187 6700 6102 6081 598 570 96487 96461 96438 357 236 121 100 136 cat_boundaries=0 4 10 11 15 cat_threshold=0 0 0 135397376 1073774848 32896 8 37749002 2282225696 1 2224 0 0 0 1048576 is_linear=0 shrinkage=0.01 Tree=874 num_leaves=16 num_cat=4 split_feature=25 11 15 25 3 4 16 2 6 24 2 4 3 25 4 split_gain=206271 176764 106083 107491 189226 250012 248870 216733 183940 103476 102494 98660.3 111941 28247 5583.06 threshold=0 1429.7025000000001 1079.5035000000003 1 180.91300000000004 1086.5100000000002 348.30332000000004 1054.5000000000002 522.5150000000001 2 1432.0500000000002 1086.5100000000002 888.10000000000014 3 1468.3681000000001 decision_type=9 2 2 9 2 2 2 2 2 1 2 2 2 9 2 left_child=9 2 3 4 5 7 8 -2 -6 -1 11 12 -5 -11 -13 right_child=1 -3 -4 10 6 -7 -8 -9 -10 13 -12 14 -14 -15 -16 leaf_value=0.0094237313197769283 0.04268048937046879 0.82618038755196799 -0.51334475904703136 -0.0014665650386515375 -0.13566680254619948 1.010391059451633 0.73098494345142007 0.82044916497336484 -0.81780113455861114 -0.21703015510350057 0.6812276432730936 -0.34441473215818408 0.38762099180672621 -0.50971183461221781 -0.55135571888901969 leaf_weight=121 7502 26 40 94908 490 27 31 36 43 136 22 32 74 100 22 leaf_count=121 7502 26 40 94908 490 27 31 36 43 136 22 32 74 100 22 internal_value=0 0.00174605 0.00153856 0.00173816 0.0366168 0.0498355 -0.140038 0.046395 -0.190698 -0.23575 -0.00124825 -0.00140637 -0.00116343 -0.356726 -0.428724 internal_weight=0 103253 103227 103187 8129 7565 564 7538 533 357 95058 95036 94982 236 54 internal_count=103610 103253 103227 103187 8129 7565 564 7538 533 357 95058 95036 94982 236 54 cat_boundaries=0 4 10 11 15 cat_threshold=0 0 0 135397376 1073774848 8437888 24 306249994 2282225698 513 2224 0 0 0 1048576 is_linear=0 shrinkage=0.01 Tree=875 num_leaves=9 num_cat=0 split_feature=4 11 22 16 16 2 2 3 split_gain=124001 89545.8 66840.9 64778.2 90475.5 73524.3 162932 129833 threshold=1468.3681000000001 1429.7025000000001 524.87500000000011 1373.8950000000002 920.44288200000017 1432.0500000000002 1054.5000000000002 6.6572445000000009 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=0.0030102796896368613 -0.50550753158827622 -0.5729394442063791 -0.46124798782410159 -0.55217603592645559 0.51904725053731138 0.080033579973074115 0.56836980220879996 -0.97713681175595246 leaf_weight=103378 48 27 31 21 34 26 51 21 leaf_count=103378 48 27 31 21 34 26 51 21 internal_value=0 0.00287703 0.00302715 0.00316617 0.00327883 0.00310936 0.00328905 -0.392319 internal_weight=0 103589 103562 103531 103510 103476 103429 47 internal_count=103637 103589 103562 103531 103510 103476 103429 47 is_linear=0 shrinkage=0.01 Tree=876 num_leaves=38 num_cat=11 split_feature=25 24 12 1 0 25 1 0 26 25 24 6 15 11 2 0 1 25 26 26 24 8 25 2 2 8 25 0 26 0 25 24 9 0 11 8 26 split_gain=150314 493981 136435 162294 80375.3 258718 253843 339235 401684 203669 209410 176558 157221 100132 79873 87434.5 73038.7 116079 613211 318121 69627.5 68599.7 72434.9 375806 118404 58938.1 52430.1 70193 50248 48347.1 32664.9 40500.8 16641.3 15026.8 12922.8 3217.2 550.704 threshold=0 1 521.05947000000003 383.96180000000004 106.88450000000002 2 4.402000000000001 354.51980000000003 2022.5000000000002 3 4 1424.6500000000003 388.24250000000006 245.62500000000003 128.13330350000004 65.622500000000016 49.905000000000008 5 2022.5000000000002 2022.5000000000002 6 1117.4100000000001 7 873.74500000000012 1054.5000000000002 16.325500000000002 8 748.92250000000013 2022.5000000000002 17.426900000000007 9 10 151.12275000000002 335.27750000000009 157.50375000000003 1449.0631000000001 2022.5000000000002 decision_type=9 1 2 2 2 9 2 2 2 9 1 2 2 2 2 2 2 9 2 2 1 2 9 2 2 2 9 2 2 2 9 1 2 2 2 2 2 left_child=1 16 4 14 11 6 7 8 -6 26 13 21 -12 -11 15 32 17 19 -19 -1 28 22 23 -2 -24 29 33 -28 -3 30 36 -32 34 -7 -4 -23 -22 right_child=2 20 3 -5 5 9 -8 -9 -10 10 12 -13 -14 -15 -16 -17 -18 18 -20 -21 25 35 24 -25 -26 -27 27 -29 -30 -31 31 -33 -34 -35 -36 -37 -38 leaf_value=-0.23628548852328596 0.023878513859212573 -0.03636338069115156 -0.13511680945084337 -0.89211994951421558 2.4827572450637816 -0.23784198656949129 -0.13419365676010356 -0.070112526520438825 0.59772200171764089 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-0.230659 0.421079 0.397756 0.582613 0.175892 -0.0315153 0.000165758 -3.20768e-06 0.0276835 -0.00263908 -0.0868832 -0.128277 -0.0807415 0.137806 -0.06825 -0.0492265 0.00830904 -0.127958 -0.322894 -0.080511 0.409125 -0.160293 internal_weight=0 1074 102563 226 102337 3038 103 69 46 2935 2332 99299 1725 607 193 157 353 333 163 170 721 99276 99235 8618 90617 547 603 496 174 527 507 343 132 107 112 41 164 internal_count=103637 1074 102563 226 102337 3038 103 69 46 2935 2332 99299 1725 607 193 157 353 333 163 170 721 99276 99235 8618 90617 547 603 496 174 527 507 343 132 107 112 41 164 cat_boundaries=0 5 6 12 18 19 24 25 31 37 42 43 cat_threshold=1073741824 536870912 4096 138543104 2148007968 78 4 0 276824072 0 0 1 67372160 268435616 2097474 69238786 536870928 5120 1664 1073741824 0 0 0 524288 2049 268435712 2156052642 524418 371265826 1049618 768 128 0 256 2097154 536870912 4096 0 536870912 0 0 2147483680 768 is_linear=0 shrinkage=0.01 Tree=877 num_leaves=33 num_cat=7 split_feature=25 24 12 1 14 10 6 26 9 2 1 25 26 26 25 2 2 1 26 3 24 5 8 26 25 24 26 26 8 11 14 26 split_gain=147343 484125 133720 159065 93118.4 341465 104164 618171 194159 78283.5 71585.2 113769 601008 311791 68398.4 629380 205676 125124 76160.2 75912.1 68232.7 59981.1 57768.6 49248 35014.5 38944.8 30626.2 16626.4 14786.8 14314.6 11266.9 279.742 threshold=0 1 521.05947000000003 383.96180000000004 766.49265000000003 36.122500000000009 884.13250000000005 2022.5000000000002 13.894800000000002 128.13330350000004 49.905000000000008 2 2022.5000000000002 2022.5000000000002 3 1054.5000000000002 1054.5000000000002 1083.8250000000003 2022.5000000000002 439.23750000000007 4 53.970000000000006 16.325500000000002 2022.5000000000002 5 6 2022.5000000000002 2022.5000000000002 43.352000000000011 157.50375000000003 1018.0250000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 1 2 2 2 9 1 2 2 2 2 2 2 left_child=1 10 4 9 6 30 14 -8 -9 21 11 13 -13 -1 15 17 19 -2 -18 -16 23 28 24 -3 27 31 -27 -22 29 -4 -6 -26 right_child=2 20 3 -5 5 -7 7 8 -10 -11 -12 12 -14 -15 16 -17 18 -19 -20 -21 22 -23 -24 -25 25 26 -28 -29 -30 -31 -32 -33 leaf_value=-0.23392263237087207 0.015403786551993771 -0.035999750620053138 -0.13461620979805786 -0.88319874821287214 1.0110604753096899 -0.51276697060157506 1.4004527137620106 0.18134094828783082 -0.91332776803236737 0.2886736371782091 1.0097513327598571 1.2010442820049467 -0.013968684718578678 0.62283359728663801 -0.0028121711337027733 1.6367108535766601 -1.0040095746075666 0.73790253678957629 -0.22093498831209929 0.15628478564297241 -0.25996693810962496 -0.60011956411249501 -0.61509598356485373 0.30127597552473828 -0.18189549463135854 0.20041875444076682 -0.040009634092163585 -0.083248334325574075 -0.3373675998816123 0.15547463295134631 0.70772338809967039 -0.14874861501297862 leaf_weight=87 19135 81 75 33 24 29 35 43 26 36 20 84 79 83 82621 24 27 24 23 301 105 34 20 93 49 108 104 108 26 22 25 53 leaf_count=87 19135 81 75 33 24 29 35 43 26 36 20 84 79 83 82621 24 27 24 23 301 105 34 20 93 49 108 104 108 26 22 25 53 internal_value=0 0.118565 0.00136293 -0.241614 0.00189966 0.347286 0.00163621 0.317952 -0.231143 -0.131913 0.416868 0.393778 0.576787 0.174133 0.00131418 0.0183266 -0.00262096 0.0163088 -0.643795 -0.00223466 -0.0311887 -0.228353 -0.0859993 0.136428 -0.0675516 0.00212243 0.0787578 -0.162724 -0.125588 -0.0688224 0.856297 -0.149969 internal_weight=0 1074 102563 226 102337 78 102259 104 69 193 353 333 163 170 102155 19183 82972 19159 50 82922 721 157 547 174 527 314 212 213 123 97 49 102 internal_count=103637 1074 102563 226 102337 78 102259 104 69 193 353 333 163 170 102155 19183 82972 19159 50 82922 721 157 547 174 527 314 212 213 123 97 49 102 cat_boundaries=0 5 6 11 17 18 23 24 cat_threshold=1073741824 536870912 4096 138543104 2148007968 78 1073741824 0 0 0 524288 4196096 2160246950 268501130 100733218 1056786 768 2049 0 0 0 0 2148007968 1040 is_linear=0 shrinkage=0.01 Tree=878 num_leaves=24 num_cat=3 split_feature=25 4 14 1 4 8 25 12 9 2 14 4 10 5 2 2 12 1 16 8 25 26 12 split_gain=144411 161526 120482 128698 116565 164582 169101 102698 134964 429736 110319 437854 300240 94235.4 143061 90864.2 78557.3 143121 88361.3 96562.6 77272.3 2594.95 7.41337 threshold=0 1468.3681000000001 5.0070000000000006 383.96180000000004 79.38300000000001 49.19400000000001 1 521.05947000000003 551.9285000000001 436.65050000000002 766.49265000000003 54.009400000000007 4.4150000000000009 368.28750000000008 105.02000000000002 4.1470000000000011 448.18200000000007 61.090000000000011 267.04450000000003 329.14500000000004 2 2022.5000000000002 482.25000000000006 decision_type=9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=2 7 3 4 5 6 21 10 9 13 16 12 -12 14 -9 -8 18 22 20 -20 -2 -1 -18 right_child=1 -3 -4 -5 -6 -7 15 8 -10 -11 11 -13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 leaf_value=-0.062069536318881909 0.027345332369867338 -0.65050198868701326 -0.63153197470165434 0.84235210781097414 0.72007445131578751 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177 157 692 102224 63 102161 342 101819 277 43 cat_boundaries=0 5 10 16 cat_threshold=1073741824 536870912 4096 138543104 2148007968 0 0 0 0 524288 4227328 2156052610 268435594 100733218 1048594 768 is_linear=0 shrinkage=0.01 Tree=879 num_leaves=23 num_cat=3 split_feature=25 4 6 4 3 1 25 12 9 2 6 26 9 1 5 2 10 0 25 6 26 26 split_gain=141537 158311 114941 124039 132401 143617 152683 100654 132278 421184 98068 613665 235285 104453 92360.1 140214 90685 82820.5 269874 93834.4 81541.7 2739.73 threshold=0 1468.3681000000001 329.28675000000004 79.38300000000001 383.96180000000004 383.96180000000004 1 521.05947000000003 551.9285000000001 436.65050000000002 884.13250000000005 2022.5000000000002 52.130400000000009 1449.0631000000001 368.28750000000008 105.02000000000002 10.565000000000003 104.04600000000001 2 422.87500000000006 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=2 7 3 4 5 6 21 10 9 14 13 -12 -13 17 15 -9 -8 19 -19 -2 -15 -1 right_child=1 -3 -4 -5 -6 -7 16 8 -10 -11 11 12 -14 20 -16 -17 -18 18 -20 -21 -22 -23 leaf_value=-0.057589184193715566 0.00041808019926669785 -0.64399697184562688 -0.53950667051168588 0.76732301261027658 -0.67088970513570867 0.89565647006034854 0.2121743083386744 -0.17201846687544656 0.46043123531800051 -1.63722959790911 1.3863362020765033 0.14987191905366612 -1.1233183079674129 0.017273815155029296 -0.77938189172744754 0.7243151333332063 -0.47106802630424499 -0.092290880151160784 0.1135364343257072 -0.19838114360801315 0.88183450738588975 -0.12060368367236296 leaf_weight=137 98874 38 26 30 21 24 677 137 26 21 35 47 21 20 20 20 20 897 2145 238 24 139 leaf_count=137 98874 38 26 30 21 24 677 137 26 21 35 47 21 20 20 20 20 897 2145 238 24 139 internal_value=0 0.00133584 0.116205 0.133582 0.114906 0.131457 0.112607 0.00157516 -0.210172 -0.298231 0.0020388 0.310447 -0.243319 0.00172797 -0.139366 -0.0578358 0.189845 0.00151816 0.0529136 -5.93011e-05 0.488852 -0.0862015 internal_weight=0 102563 1074 1048 1018 997 973 102525 224 198 102301 103 68 102198 177 157 697 102154 3042 99112 44 276 internal_count=103637 102563 1074 1048 1018 997 973 102525 224 198 102301 103 68 102198 177 157 697 102154 3042 99112 44 276 cat_boundaries=0 5 10 16 cat_threshold=1073741824 536870912 4096 138543104 2148007968 0 0 0 0 524288 67437696 268435616 2097506 70295554 536870928 5120 is_linear=0 shrinkage=0.01 Tree=880 num_leaves=34 num_cat=3 split_feature=1 5 9 3 12 1 25 2 2 5 4 4 25 2 3 9 6 10 4 16 11 6 6 14 4 25 7 2 5 2 7 7 1 split_gain=168214 342977 376603 1.13489e+06 252781 209301 188681 231210 267369 147367 141911 120729 116935 364952 224493 205796 293857 202185 122599 121858 118283 116966 116013 192003 115410 99994.1 97699.4 991810 90839.9 88481.9 69463 123314 34580.6 threshold=273.37500000000006 440.98528000000005 361.71125000000001 52.789999999999999 545.35800000000017 262.14225000000005 0 45.363300000000002 236.40400000000002 543.52500000000009 173.30025000000003 4.1470000000000011 1 1054.5000000000002 888.10000000000014 303.60860000000008 884.13250000000005 8.1012500000000021 44.982900000000008 371.89150000000006 901.21050000000014 80.115250000000017 55.157066000000007 199.43000000000004 60.373250000000006 2 369.57140000000004 348.16250000000008 3.2737500000000006 654.54975000000002 274.98075000000006 87.495000000000019 470.21364 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=5 2 6 -4 9 12 7 28 -9 -3 -11 -7 13 15 20 16 19 21 -19 -1 26 -17 23 25 -16 -8 29 -28 32 -14 31 -24 -2 right_child=1 4 3 -5 -6 11 22 8 -10 10 -12 -13 14 -15 24 17 -18 18 -20 -21 -22 -23 30 -25 -26 -27 27 -29 -30 -31 -32 -33 -34 leaf_value=0.045640329943510076 -0.29634342193603519 -1.0724411122997601 2.3354804756164551 -0.40789110591537076 -1.6600724597204299 0.26396718720027379 -0.42987980440511542 1.5790403920953924 -0.018506662368774414 -0.74218211748383267 0.30797313461380621 1.23792228358984 -0.0021227154702548865 1.2020283676076817 0.29243487364840959 -0.37881637898044312 1.0022083815187215 -0.32186208902261193 0.46607949066162108 -0.4229021484617676 -0.50369035247475547 -1.135683234971145 -0.48935942637141461 0.76385932010153068 1.1540295098044657 -0.095945330699044859 0.016870943622769051 2.2745634187970842 0.55011028607686363 -0.27967180361955063 -0.85249408808621496 0.3805269165039063 0.026712109591509842 leaf_weight=6320 60 24 25 38 21 35 108 22 20 22 31 20 95419 27 53 69 32 39 40 56 47 29 88 23 22 466 265 21 24 115 33 20 74 leaf_count=6320 60 24 25 38 21 35 108 22 20 22 31 20 95419 27 53 69 32 39 40 56 47 29 88 23 22 466 265 21 24 115 33 20 74 internal_value=0 -0.122965 -0.0676901 0.680748 -0.687561 0.00141358 -0.117958 0.151274 0.818304 -0.42233 -0.12794 0.618133 0.00108283 0.0417256 -0.00172231 0.0370315 0.0463226 -0.299337 0.0770957 0.0415252 -0.00215034 -0.602787 -0.190391 -0.132039 0.545169 -0.167937 -0.00190433 0.182646 -0.0164637 -0.00245682 -0.45096 -0.328269 -0.11794 internal_weight=0 1099 1001 63 98 102609 938 200 42 77 53 55 102554 6612 95942 6585 6408 177 79 6376 95867 98 738 597 75 574 95820 286 158 95534 141 108 134 internal_count=103708 1099 1001 63 98 102609 938 200 42 77 53 55 102554 6612 95942 6585 6408 177 79 6376 95867 98 738 597 75 574 95820 286 158 95534 141 108 134 cat_boundaries=0 5 11 14 cat_threshold=67108864 536870912 72 35684354 16785472 33024 130 4370 236126248 2147500082 1 0 147968 512 is_linear=0 shrinkage=0.01 Tree=881 num_leaves=26 num_cat=0 split_feature=1 5 9 3 12 1 1 16 9 1 5 4 4 11 2 1 5 12 9 3 16 9 3 2 10 split_gain=164995 336094 369161 1.1123e+06 247751 205135 171112 177801 220082 164550 144435 139087 118327 111623 96796 488693 265180 122238 76375.4 69206.3 76565.1 68498.2 66400.8 50862.1 12960.3 threshold=273.37500000000006 440.98528000000005 361.71125000000001 52.789999999999999 545.35800000000017 262.14225000000005 470.21364 1.337 151.12275000000002 891.44875000000013 543.52500000000009 173.30025000000003 4.1470000000000011 1085.9700000000003 266.22500000000008 233.37814 670.0675 374.95650000000006 155.268 1439.8675000000001 1079.5035000000003 346.38000000000005 352.68673250000012 348.16250000000008 0.45149999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 6 -4 10 13 18 8 9 -8 -3 -12 -7 14 19 16 17 -16 22 20 21 -1 23 -2 -15 right_child=1 4 3 -5 -6 12 7 -9 -10 -11 11 -13 -14 24 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.00094190646731813087 -0.13990620328855694 -1.0617166885733604 2.3121257213592528 -0.40381218395735091 -1.6434717550731841 0.26132750470297678 0.16892233705021945 -0.75449978473009893 0.97356865717814511 -0.2775511919773691 -0.73476030468940734 0.30489338763298529 1.2255430818796158 -0.33860183148614825 0.057463538529007298 1.5450176223982937 1.0615327548980713 -0.65283433761596688 -0.72982824897766108 0.43878533403078712 -0.50485931460062672 -0.1252476017397863 -0.61677735380224274 -0.49455300672849023 -0.66511240005493166 leaf_weight=101146 399 24 25 38 21 35 251 27 26 123 22 31 20 31 785 23 26 25 30 36 30 432 37 45 20 leaf_count=101146 399 24 25 38 21 35 251 27 26 123 22 31 20 31 785 23 26 25 30 36 30 432 37 45 20 internal_value=0 -0.121783 -0.0670657 0.673941 -0.680685 0.00139944 -0.116835 0.030918 0.0839337 0.0220875 -0.418107 -0.126661 0.611951 0.001072 0.00130471 0.107012 0.0674496 0.0355408 -0.2403 0.000411373 0.000256056 0.000405236 -0.209768 -0.17585 -0.466645 internal_weight=0 1099 1001 63 98 102609 938 427 400 374 77 53 55 102554 102503 859 836 810 511 101644 101608 101578 481 444 51 internal_count=103708 1099 1001 63 98 102609 938 427 400 374 77 53 55 102554 102503 859 836 810 511 101644 101608 101578 481 444 51 is_linear=0 shrinkage=0.01 Tree=882 num_leaves=37 num_cat=2 split_feature=1 5 24 1 7 0 12 12 2 1 0 7 7 9 5 25 2 0 3 1 2 9 10 5 11 5 7 2 2 0 1 2 3 0 2 3 split_gain=161712 329406 460714 517759 438168 704188 289964 242820 227193 201053 165252 162230 342117 150753 141560 114788 295189 255509 237554 227878 253619 145389 181279 124751 114613 113446 98920.5 969087 97837.3 96070.6 76188.5 75857.3 60696.7 45959.1 41633.1 32217.8 threshold=273.37500000000006 440.98528000000005 0 365.42300000000006 5.8589159999999998 6.6497500000000009 448.18200000000007 545.35800000000017 436.65050000000002 262.14225000000005 23.041670000000003 153.91890000000004 228.51250000000002 8.069386500000002 543.52500000000009 1 1054.5000000000002 438.09750000000008 888.10000000000014 156.13200000000003 228.79300000000003 303.60860000000008 8.1012500000000021 543.52500000000009 901.21050000000014 68.345648000000011 359.98750000000001 348.16250000000008 654.54975000000002 438.09750000000008 765.46000000000015 145.77300000000005 28.154500000000006 8.0935000000000006 40.026900000000005 1439.8675000000001 decision_type=2 2 1 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 2 2 2 left_child=9 2 3 33 5 30 8 14 11 15 -11 25 -13 -6 -3 16 17 21 24 20 -19 23 -23 -1 26 -4 28 -28 -17 32 -5 -16 -10 -2 35 -20 right_child=1 7 6 4 13 -7 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21 leaf_count=8954 39 24 550 32 24 23 23 21 26 35 20 21 46 28 20 92608 30 128 29 26 20 106 74 75 45 96 286 21 109 22 25 33 23 23 22 21 internal_value=0 -0.120566 -0.0663951 0.360412 0.733046 1.19755 -0.171341 -0.673878 -0.205931 0.00138545 0.605832 -0.152212 0.316169 0.018423 -0.413926 0.00106128 0.0343217 0.0311917 -0.00230351 0.410825 0.562506 0.0240187 -0.257393 0.0296288 -0.00274796 -0.200791 -0.00250388 0.176704 -0.00309726 -0.745386 0.601578 -0.125394 -0.498908 -0.374807 0.571874 0.731381 internal_weight=0 1099 1001 194 132 80 807 98 784 102609 55 713 67 52 77 102554 9413 9383 93141 174 148 9209 180 9029 93069 646 93024 307 92717 71 57 53 49 62 72 50 internal_count=103708 1099 1001 194 132 80 807 98 784 102609 55 713 67 52 77 102554 9413 9383 93141 174 148 9209 180 9029 93069 646 93024 307 92717 71 57 53 49 62 72 50 cat_boundaries=0 1 7 cat_threshold=259 8421632 8388738 16781650 236134440 2147500210 1 is_linear=0 shrinkage=0.01 Tree=883 num_leaves=31 num_cat=2 split_feature=1 5 24 1 7 0 2 1 13 0 10 3 0 0 11 0 11 2 1 0 24 18 3 5 14 1 3 16 6 10 split_gain=158494 322850 451546 507456 429449 690175 280903 197052 173967 161963 159582 150839 139954 131782 128175 110293 108169 93302.6 478835 371433 338320 100641 92240.6 91514.8 131931 74672.4 65912.3 74969.5 56779.2 12767.2 threshold=273.37500000000006 440.98528000000005 0 365.42300000000006 5.8589159999999998 6.6497500000000009 436.65050000000002 262.14225000000005 228.79300000000003 23.041670000000003 255.87150000000005 8.0827500000000025 438.09750000000008 85.979250000000022 2.1992310000000006 538.27200000000016 1085.9700000000003 266.22500000000008 233.37814 658.11750000000018 1 887.50750000000005 106.765 543.52500000000009 8.1030000000000015 765.46000000000015 1439.8675000000001 1079.5035000000003 59.463000000000001 0.45149999999999996 decision_type=2 2 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 2 2 2 left_child=7 2 3 28 5 25 8 16 10 -9 13 -10 22 -4 -6 23 17 21 19 20 -19 26 -8 -3 -25 -5 27 -1 -2 -18 right_child=1 15 6 4 14 -7 12 9 11 -11 -12 -13 -14 -15 -16 -17 29 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00023354620312362968 -0.15447981646875056 -1.0539331645965577 -0.086278735280036933 0.27564502120018008 0.53419351253509517 2.6477794609899106 -0.78913245387375353 0.18956207820347376 1.1388677320480347 1.3176435787677765 0.65067173014084501 -0.026271609711647034 -1.3588577819824219 -0.39375079689621928 -0.45949722113432706 -1.2562154014905293 -0.33228829664568749 0.25180171485655317 1.5284906694940898 1.1778233896452805 -0.15538078654201135 0.59984810062817173 0.063799561091831755 0.18002925606568657 -0.81469635563592124 1.0050562896728517 0.4280514926380582 -0.4997386430104574 -0.79390362512497681 -0.6563572416305542 leaf_weight=101550 41 20 460 32 25 23 32 35 20 20 24 25 25 200 27 24 31 357 23 29 450 28 21 30 24 25 36 30 21 20 leaf_count=101550 41 20 460 32 25 23 32 35 20 20 24 25 25 200 27 24 31 357 23 29 450 28 21 30 24 25 36 30 21 20 internal_value=0 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74659.8 59914.5 55649.3 10373.7 threshold=273.37500000000006 440.98528000000005 0 365.42300000000006 5.8589159999999998 103.80570000000002 448.18200000000007 545.35800000000017 436.65050000000002 262.14225000000005 483.25025000000005 153.91890000000004 8.069386500000002 543.52500000000009 173.30025000000003 4.1470000000000011 1 1054.5000000000002 888.10000000000014 19.646625000000004 884.13250000000005 346.38000000000005 615.12750000000017 288.16557150000006 60.373250000000006 901.21050000000014 359.98750000000001 348.16250000000008 654.54975000000002 602.65050000000008 438.86250000000007 602.65050000000008 59.463000000000001 2022.5000000000002 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 32 5 29 8 13 10 16 11 -4 -6 -3 -15 -11 17 19 25 20 21 -1 23 -21 33 26 28 -28 -18 -5 -10 -32 -2 -20 right_child=1 7 6 4 12 -7 -8 -9 30 15 -12 -13 -14 14 -16 -17 18 -19 24 22 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 31 -33 -34 -35 leaf_value=0.045108912311861572 -0.15293501781254279 -1.0295434812704722 -0.18214875322868188 1.097784810949255 0.59113903601964324 2.3870404052734377 0.92568481777025313 -1.6030250757790747 -0.3513453893661499 0.24972085843767439 -0.90141517833427143 0.55341809917112872 -0.47315742875848499 -0.72112215605649088 0.30681895156060496 1.1958719069957733 -0.0027233481885270173 1.0142680149873098 0.45386693405068446 -0.13312329073498647 1.0573482711026163 -0.3636885426640511 -0.8315888174374898 0.57431951182730057 1.2137540771847679 -0.49902076175808907 0.024112446804146669 2.2232526434035531 -0.30047220621087134 0.3118465051651001 -1.3995365748405457 -0.63476244971865703 -0.78596459888276604 0.16724573305674961 leaf_weight=8420 41 24 628 27 24 23 23 21 30 35 27 58 28 22 31 20 92608 30 23 765 33 90 24 51 21 45 286 21 109 30 20 21 21 28 leaf_count=8420 41 24 628 27 24 23 23 21 30 35 27 58 28 22 31 20 92608 30 23 765 33 90 24 51 21 45 286 21 109 30 20 21 21 28 internal_value=0 -0.118166 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16689.1 13314.2 6572.62 threshold=0 1 550.81750000000011 873.74500000000012 53.087499999999999 79.90600000000002 1429.7025000000001 2 3 4 5 6 551.49600000000009 1054.5000000000002 1432.0500000000002 64.594250000000002 7 8 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 2 9 1 1 1 9 2 2 2 2 9 1 2 2 2 left_child=1 19 3 6 5 13 7 8 9 -2 11 -9 -12 -5 -15 16 20 -10 -18 -1 -3 right_child=2 15 -4 4 -6 -7 -8 10 17 -11 12 -13 -14 14 -16 -17 18 -19 -20 -21 -22 leaf_value=0.10075646976629893 0.68779674945455616 -0.12296070396900177 0.72337384223937995 -0.093476918207274551 -1.1608357048034668 1.0827107310295105 -0.49320942600568141 0.25465159025043249 -0.11622894213084252 0.18616241439049985 -0.0028077868671365284 0.010256613631785544 -0.23006071957366725 -1.0129346703737974 -0.12956866747454593 -0.67172713565826414 -0.58174248097547843 -0.33354058101913703 -0.36457597041130063 -0.037171901737300443 -0.27130676167351858 leaf_weight=138 122 64 27 36 28 20 27 630 114 109 85316 16400 211 32 38 20 67 116 75 142 56 leaf_count=138 122 64 27 36 28 20 27 630 114 109 85316 16400 211 32 38 20 67 116 75 142 56 internal_value=0 -0.16467 0.000526586 0.000337518 -0.334752 -0.151178 0.000838308 0.000967793 0.119966 0.468641 0.00042115 0.0194418 -0.00336804 -0.383988 -0.533393 -0.352114 -0.341155 -0.23516 -0.436315 0.0297448 -0.177405 internal_weight=0 562 103226 103199 154 126 103045 103018 461 231 102557 17030 85527 106 70 282 262 230 142 280 120 internal_count=103788 562 103226 103199 154 126 103045 103018 461 231 102557 17030 85527 106 70 282 262 230 142 280 120 cat_boundaries=0 4 5 10 11 12 13 17 21 22 cat_threshold=0 2 0 138543106 2961 1073741824 0 4096 40 2147483680 3341 1036 18 1048576 536887296 0 34669056 0 0 0 4194306 208 is_linear=0 shrinkage=0.01 Tree=886 num_leaves=21 num_cat=4 split_feature=25 22 2 10 7 11 25 1 25 21 10 25 2 2 2 0 0 4 3 9 split_gain=152150 138306 169732 228890 354746 64608.1 67114.5 92016.8 50969.2 184211 90880.8 46301.3 57135.4 45092.6 132858 23019.6 21841.8 16549.8 6211.13 150.203 threshold=0 550.81750000000011 873.74500000000012 53.087499999999999 79.90600000000002 1429.7025000000001 1 4.1470000000000011 2 341.75500000000005 350.63250000000005 3 56.165230500000007 1054.5000000000002 1432.0500000000002 354.51980000000003 5.0070000000000006 55.872930000000004 25.974 55.412500000000016 decision_type=9 2 2 2 2 2 9 2 9 2 2 9 2 2 2 2 2 2 2 2 left_child=11 2 5 4 13 6 7 16 10 -10 -8 12 15 -4 -15 17 -2 18 19 -1 right_child=1 -3 3 -5 -6 -7 8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 leaf_value=-0.06325304771020468 0.1856069480414326 0.71614009239055487 -0.09254214935832554 -1.149227375984192 1.0718835973739624 -0.48827733925095312 0.010771165173166257 -0.44757503436161922 -0.0040205868324507807 0.74327983278216736 0.2176931509386017 -0.3105731329067451 -0.57706404288609825 -1.0028053375333548 -0.12827299456847344 0.25617863368988036 -0.12569818456967671 -0.36478891917637418 -0.24660519504547118 -0.091547714948654185 leaf_weight=303 370 27 36 28 20 27 26038 26 76313 33 214 154 24 32 38 20 24 21 20 20 leaf_count=303 370 27 36 28 20 27 26038 26 76313 33 214 154 24 32 38 20 24 21 20 20 internal_value=0 0.000521988 0.000334811 -0.331405 -0.149667 0.000830593 0.000958784 0.12563 0.000436137 -0.00369709 0.0124532 -0.163023 -0.101233 -0.380148 -0.528059 -0.0741295 0.166644 -0.0922783 -0.075594 -0.065005 internal_weight=0 103226 103199 154 126 103045 103018 420 102598 76346 26252 562 408 106 70 384 394 364 343 323 internal_count=103788 103226 103199 154 126 103045 103018 420 102598 76346 26252 562 408 106 70 384 394 364 343 323 cat_boundaries=0 4 9 15 19 cat_threshold=0 2 0 138543106 1073742080 0 4096 8 2147483680 546308228 277004800 268501720 312483872 201326610 5888 0 2 0 134217730 is_linear=0 shrinkage=0.01 Tree=887 num_leaves=18 num_cat=6 split_feature=25 24 22 2 10 7 12 7 25 24 5 8 2 2 1 25 24 split_gain=149222 202674 135553 166355 224335 347686 76473.3 64644.3 72158.4 570294 76340.9 54678.2 44195.2 130214 19866 24839.7 6400.67 threshold=0 1 550.81750000000011 873.74500000000012 53.087499999999999 79.90600000000002 1040.4400000000003 1449.0631000000001 2 3 388.83500000000009 5.9884000000000013 1054.5000000000002 1432.0500000000002 64.594250000000002 4 5 decision_type=9 1 2 2 2 2 2 2 9 1 2 2 2 2 2 9 1 left_child=1 16 3 6 5 12 7 8 9 -2 -10 -8 -5 -14 15 -3 -1 right_child=2 14 -4 4 -6 -7 11 -9 10 -11 -12 -13 13 -15 -16 -17 -18 leaf_value=0.077449117721738042 0.71322832931171765 -0.17444270511773916 0.70897872399400785 -0.091616726385222544 -1.1377350868497578 1.0611647982597352 -0.11451965120705693 -0.41135443029435059 1.0772916903545522e-05 -0.09725533257481779 0.12000124622464851 -0.7581255321069198 -0.99277727220207457 -0.12699025091372038 -0.66311228656768806 -0.43020025747779167 -0.016316144865888515 leaf_weight=138 111 120 27 36 28 20 33 38 102004 304 533 22 32 38 20 142 142 leaf_count=138 111 120 27 36 28 20 33 38 102004 304 533 22 32 38 20 142 142 internal_value=0 -0.161447 0.000516768 0.000331463 -0.328091 -0.14817 0.000822288 0.00102137 0.00117358 0.131206 0.000634436 -0.371962 -0.376346 -0.522779 -0.347021 -0.336137 0.0309738 internal_weight=0 562 103226 103199 154 126 103045 102990 102952 415 102537 55 106 70 282 262 280 internal_count=103788 562 103226 103199 154 126 103045 102990 102952 415 102537 55 106 70 282 262 280 cat_boundaries=0 4 5 10 11 15 16 cat_threshold=0 2 0 138543106 2961 1073742080 0 4096 8 2147483680 268 0 0 0 4194306 2305 is_linear=0 shrinkage=0.01 Tree=888 num_leaves=18 num_cat=3 split_feature=25 22 2 10 7 12 7 25 5 8 25 2 5 2 2 26 26 split_gain=146427 132856 163045 219871 340767 74951.7 63358.1 69391.5 74846.4 53590.1 45381.1 55967.5 43493.1 43315.7 127623 35904.1 27986.3 threshold=0 550.81750000000011 873.74500000000012 53.087499999999999 79.90600000000002 1040.4400000000003 1449.0631000000001 1 388.83500000000009 5.9884000000000013 2 56.165230500000007 5.0070000000000006 1054.5000000000002 1432.0500000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 left_child=10 2 5 4 13 6 7 12 -9 -7 11 15 -2 -4 -15 -1 -12 right_child=1 -3 3 -5 -6 9 -8 8 -10 -11 16 -13 -14 14 -16 -17 -18 leaf_value=0.023717452226225864 0.14706784305969875 0.70188892684600979 -0.090700564516915202 -1.1263577325003487 1.0505531377792359 -0.1133744705807079 -0.40724088872733866 -9.0589682719132563e-06 0.11880123738947326 -0.75054428212344648 -0.46410876274108886 -0.56974376042683927 -0.31888132118043444 -0.98284949503839014 -0.1257203567655463 -0.16968411868496944 -0.19440367165528522 leaf_weight=194 435 27 36 28 20 33 38 101963 533 22 75 24 21 32 38 190 79 leaf_count=194 435 27 36 28 20 33 38 101963 533 22 75 24 21 32 38 190 79 internal_value=0 0.000512197 0.000328745 -0.32481 -0.146688 0.000814663 0.00101175 0.00116244 0.000608719 -0.368242 -0.159928 -0.0988341 0.122914 -0.372583 -0.517551 -0.071976 -0.305891 internal_weight=0 103226 103199 154 126 103045 102990 102952 102496 55 562 408 456 106 70 384 154 internal_count=103788 103226 103199 154 126 103045 102990 102952 102496 55 562 408 456 106 70 384 154 cat_boundaries=0 4 9 13 cat_threshold=0 2 0 138543106 1073741824 0 4096 40 2147483680 0 2 0 134217730 is_linear=0 shrinkage=0.01 Tree=889 num_leaves=20 num_cat=3 split_feature=25 22 19 13 6 5 16 3 25 9 3 10 25 7 0 6 4 3 1 split_gain=143513 130212 123251 91082.7 205169 157536 131347 257199 76989.6 55707.7 90989 84278.8 44478 14228.1 13873 17789.1 10064 6937.93 133.143 threshold=0 550.81750000000011 1018.0250000000002 419.83380000000005 193.04400000000001 339.03750000000008 1079.5035000000003 1439.8675000000001 1 199.13250000000002 85.521250000000023 147.42100000000002 2 22.153894000000005 468.26850000000007 56.108500000000006 25.974 64.410500000000013 25.517800000000005 decision_type=9 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 left_child=12 2 3 6 9 13 7 8 -2 10 -5 -11 14 -6 15 16 17 18 -1 right_child=1 -3 -4 4 5 -7 -8 -9 -10 11 -12 -13 -14 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102816 226 181 45 562 40 408 387 366 345 324 cat_boundaries=0 4 10 14 cat_threshold=0 2 0 138543106 1074790656 8437760 69776 33562664 2281701408 256 0 2 0 134217730 is_linear=0 shrinkage=0.01 Tree=890 num_leaves=27 num_cat=10 split_feature=1 2 7 1 0 3 25 24 25 24 25 0 0 2 3 9 5 16 2 25 3 25 24 0 24 24 split_gain=188922 175622 573558 147151 330448 142070 108497 128995 105835 349554 140159 136422 165184 105369 91745.2 216636 112336 93344.3 79290.3 63976.2 45954.8 45807.7 40363.3 39345.1 12925 6158.44 threshold=1449.0631000000001 873.74500000000012 419.53500000000003 470.21364 272.97600000000006 87.050000000000026 0 1 2 3 4 335.27750000000009 47.943000000000005 10.852000000000002 1077.3535000000002 25.145000000000007 1424.6500000000003 194.48100000000002 1432.0500000000002 5 1439.8675000000001 6 7 76.896000000000001 8 9 decision_type=2 2 2 2 2 2 9 1 9 1 9 2 2 2 2 2 2 2 2 9 2 9 1 2 1 1 left_child=1 6 3 4 5 18 7 21 9 10 22 12 -11 -2 16 20 17 -10 -3 25 -16 -1 -8 24 -21 -9 right_child=13 2 -4 -5 -6 -7 8 19 14 11 -12 -13 -14 -15 15 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 leaf_value=0.18301512744349818 -0.18617682965596519 0.57827279535929366 1.8688546544029601 0.87944959186372307 -1.2044113836288453 -0.52214585954492743 0.29651007950790531 -0.011633869212407333 9.1530268993413155e-05 -0.029240517948398437 0.58319986971778959 -0.69036864662170416 0.85105190176855428 -1.065214175415039 0.3632400578922696 -0.52559408006213959 0.60144997089139884 -0.13006818960736832 -0.082872440264775207 -0.14219870918663219 0.9319098423322042 -0.076382408198856167 0.022618271991854809 -0.72927274894714356 -0.32804791958052287 -0.11604252360761166 leaf_weight=145 30 60 21 21 20 22 113 120 101020 686 148 30 22 25 27 21 31 554 26 118 30 116 112 20 186 118 leaf_count=145 30 60 21 21 20 22 113 120 101020 686 148 30 22 25 27 21 31 554 26 118 30 116 112 20 186 118 internal_value=0 0.00049971 0.321651 0.103589 -0.0237012 0.194949 -2.71893e-05 -0.113694 0.000893834 0.097528 0.343018 -0.0294745 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2022.5000000000002 130.34875000000002 130.34875000000002 0 10.852000000000002 1 335.27750000000009 1077.3535000000002 25.145000000000007 79.824400000000011 5.0070000000000006 361.70000000000005 1424.6500000000003 786.71250000000009 1439.8675000000001 543.52500000000009 334.76100000000002 476.36400000000003 550.81750000000011 decision_type=2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 5 -5 -3 16 -2 9 12 14 17 13 -8 15 -10 18 -12 19 20 -1 -16 right_child=7 2 -4 4 -6 -7 8 -9 10 -11 11 -13 -14 -15 21 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.052104427503806922 -0.18431504885355632 0.19839821647195255 1.8501660801115491 0.02133696124471467 -0.91769123411178588 1.1139157810211182 0.13106068021726297 -1.0545620185852049 0.00033535449813936163 -0.56833138182356546 0.45413016948699947 -0.45966674613952635 0.85103307108581061 -0.31384579235109789 -0.41043379545211794 0.59057438828327036 -0.67092581129074091 1.1723404594703959 -0.43665484221868739 0.66150857582092282 -0.47297106786207721 -0.46686271618241848 leaf_weight=2685 30 51 21 58 20 20 996 25 99548 37 25 20 20 58 30 27 20 27 43 25 33 23 leaf_count=2685 30 51 21 58 20 20 996 25 99548 37 25 20 20 58 30 27 20 27 43 25 33 23 internal_value=0 0.000495109 0.318434 0.102553 -0.219439 0.45629 -2.65205e-05 -0.579882 0.00167046 0.0966332 0.000602664 0.469627 0.120441 0.106578 0.000263766 0.000495399 -0.0607832 0.827047 -0.0566213 -0.0506638 -0.0572143 -0.434922 internal_weight=0 103787 170 149 78 71 103617 55 100811 1111 99700 72 1074 1054 99628 99575 2806 52 2786 2743 2718 53 internal_count=103842 103787 170 149 78 71 103617 55 100811 1111 99700 72 1074 1054 99628 99575 2806 52 2786 2743 2718 53 cat_boundaries=0 5 11 cat_threshold=1048832 536871042 528512 4194312 1064992 1073741824 0 0 136445984 2147483648 1 is_linear=0 shrinkage=0.01 Tree=892 num_leaves=30 num_cat=9 split_feature=1 2 16 5 25 24 25 24 25 26 2 22 26 3 3 4 5 24 25 25 1 24 26 26 26 2 26 26 22 split_gain=181478 168702 557701 249216 105055 126475 101827 342707 137665 106465 101217 98234.1 88569.4 116867 87708.7 171487 107946 85509.7 62566 45158.7 41890.7 39697.5 34744.2 10833.7 6147.89 3275.25 1626.79 1090.18 406.3 threshold=1449.0631000000001 873.74500000000012 55.794000000000011 339.03750000000008 0 1 2 3 4 2022.5000000000002 10.852000000000002 361.70000000000005 2022.5000000000002 64.410500000000013 1077.3535000000002 164.62650000000002 1424.6500000000003 5 6 7 252.45450000000002 8 2022.5000000000002 2022.5000000000002 2022.5000000000002 1054.5000000000002 2022.5000000000002 2022.5000000000002 550.81750000000011 decision_type=2 2 2 2 9 1 9 1 9 2 2 2 2 2 2 2 2 1 9 9 2 1 2 2 2 2 2 2 2 left_child=1 4 3 12 5 19 7 8 21 -10 -2 14 13 -3 16 -16 -8 22 24 27 -19 -6 -9 -20 -7 -14 -21 -1 -13 right_child=10 2 -4 -5 6 18 11 17 9 -11 -12 28 25 -15 15 -17 -18 20 23 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.16827326380411783 -0.18247189617156984 0.83305480220101102 1.8838313360214232 -0.82784099419911694 0.29277496190575081 -0.11548929142573525 -0.00037516753468054694 -0.37674144606992421 0.89495179125960445 0.358093271011656 -1.0440163913726805 -0.40632946411768595 0.11995560592412949 -0.088869528293609612 0.6198653176792881 -0.437232594262986 0.59956327191988634 0.049185408872166908 -0.23656692857229256 -0.12416946953418208 -0.39599338336424394 0.021391670782057965 -0.095988092118121204 -0.35225248201245285 -0.013663611422692026 -0.035525782448904857 -0.048720478718097392 0.22314558308465141 -0.46219408939066142 leaf_weight=75 30 44 20 24 113 126 101522 83 71 77 25 30 20 20 57 21 30 539 158 51 22 112 94 166 112 42 65 70 23 leaf_count=75 30 44 20 24 113 126 101522 83 71 77 25 30 20 20 57 21 30 539 158 51 22 112 94 166 112 42 65 70 23 internal_value=0 0.000490158 0.31525 0.106106 -2.62553e-05 -0.111875 0.000880041 0.0956668 0.338736 0.576676 -0.574083 -0.000164916 0.284 0.544953 5.95255e-05 0.335262 -0.000197937 -0.0300713 -0.195688 0.0691558 0.0311718 0.164345 -0.215467 -0.28698 -0.0648467 0.0146295 -0.0753927 0.182198 -0.430573 internal_weight=0 103787 170 150 103617 823 102794 1111 373 148 55 101683 126 64 101630 78 101552 738 562 261 561 225 177 324 238 62 116 145 53 internal_count=103842 103787 170 150 103617 823 102794 1111 373 148 55 101683 126 64 101630 78 101552 738 562 261 561 225 177 324 238 62 116 145 53 cat_boundaries=0 5 6 12 13 19 20 25 30 31 cat_threshold=256 536870914 4096 4194312 1064992 1091 1073741824 0 0 136445984 2147483648 1 588 0 0 0 2097184 0 1 3 256 0 0 4194304 1064960 0 536870914 0 0 32 516 is_linear=0 shrinkage=0.01 Tree=893 num_leaves=23 num_cat=2 split_feature=25 2 16 4 5 22 25 14 8 5 14 3 16 2 26 5 2 8 6 9 7 22 split_gain=123959 177498 536347 352921 127071 114268 93091.1 115860 97116.7 93918.8 74047.4 75446.5 68935.6 60011.4 167473 40099.2 40813.2 41268.7 20299 15064.4 15233.9 2199.43 threshold=0 873.74500000000012 55.794000000000011 341.416 79.530000000000015 361.70000000000005 1 19.648867500000005 39.516500000000008 1424.6500000000003 1018.0250000000002 1439.8675000000001 10.543500000000002 1054.5000000000002 2022.5000000000002 418.34600000000006 537.86000000000013 372.84853050000009 422.87500000000006 23.808000000000003 59.640000000000008 550.81750000000011 decision_type=9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 5 3 4 13 6 7 8 12 10 11 -8 -2 -3 -15 16 17 18 19 20 -1 -7 right_child=1 2 -4 -5 -6 21 9 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.060045463450841594 0.10324413946136199 0.14103612696423251 1.8649930505752566 -1.0808126894632977 -0.34537360523058019 -0.40226616036891943 -0.00039682179772925966 0.70499651352564496 -0.48602976560592653 0.53317471493374224 -0.43056250166893006 0.42866040985758708 -0.43887982646624246 1.1567121066469135 0.13312702209718766 -0.56818926039196205 -0.56852060222625733 -0.54506824555851174 -0.39926714352199005 -0.30884902681623183 -0.32870961850339719 -0.53070192502190672 leaf_weight=519 1034 34 20 21 23 30 101742 30 30 33 40 41 24 33 31 21 20 21 21 28 22 24 leaf_count=519 1034 34 20 21 23 30 101742 30 30 33 40 41 24 33 31 21 20 21 21 28 22 24 internal_value=0 0.00105923 0.331808 0.115866 0.323554 0.000539265 0.000780432 0.0911262 0.0750372 -0.000220153 -0.000393043 -0.00022399 0.0909464 0.480548 0.660913 -0.136218 -0.124001 -0.10945 -0.0939451 -0.0826766 -0.0709708 -0.459349 internal_weight=0 103190 162 142 121 103028 102974 1118 1088 101856 101823 101783 1058 98 64 652 631 611 590 569 541 54 internal_count=103842 103190 162 142 121 103028 102974 1118 1088 101856 101823 101783 1058 98 64 652 631 611 590 569 541 54 cat_boundaries=0 5 11 cat_threshold=256 536870914 4096 4194312 16416 1073741824 0 0 136445984 2147483648 1 is_linear=0 shrinkage=0.01 Tree=894 num_leaves=15 num_cat=0 split_feature=1 2 7 26 0 0 2 22 7 3 7 17 0 22 split_gain=177508 162162 549960 163794 130816 118889 98635.6 96780.4 71770.2 72464.5 55355.2 337929 107094 5214.6 threshold=1449.0631000000001 873.74500000000012 419.53500000000003 2022.5000000000002 5.0070000000000006 130.34875000000002 10.852000000000002 361.70000000000005 1449.0631000000001 1439.8675000000001 359.98750000000001 130.66300000000004 658.11750000000018 592.37750000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 5 -5 -3 -2 8 9 10 12 -12 -1 -9 right_child=6 2 -4 4 -6 -7 -8 13 -10 -11 11 -13 -14 -15 leaf_value=0.000169148435818627 -0.1811860335667928 0.18681392968869678 1.8241242431458973 0.060489269539995012 -0.8170552377700806 1.0965180864334108 -1.0316728504180908 -0.49862826024784762 -0.43431314812409449 0.41078634428423505 0.023928131316496241 0.92132674611133081 -0.2066430938600069 -0.29513365882635118 leaf_weight=102707 30 51 21 53 25 20 25 34 38 43 478 46 251 20 leaf_count=102707 30 51 21 53 25 20 25 34 38 43 478 46 251 20 internal_value=0 0.000483412 0.309083 0.0955532 -0.220775 0.443069 -0.567771 -2.28933e-05 0.000197792 0.000357284 0.000186738 0.102707 -0.000335037 -0.42326 internal_weight=0 103787 170 149 78 71 55 103617 103563 103525 103482 524 102958 54 internal_count=103842 103787 170 149 78 71 55 103617 103563 103525 103482 524 102958 54 is_linear=0 shrinkage=0.01 Tree=895 num_leaves=24 num_cat=0 split_feature=2 0 16 10 5 0 4 0 19 14 3 1 5 6 12 2 2 16 0 3 8 5 14 split_gain=120627 649071 113331 151475 258453 85462.3 58163.9 56025.3 52338.9 127569 64781.4 227591 191657 88199.3 85484.7 52053.1 108879 49808.5 57718.5 84339 31521.7 28901.2 5060.7 threshold=873.74500000000012 507.61050000000006 248.95175000000003 220.78900000000004 388.83500000000009 5.0070000000000006 106.765 211.376 909.65338200000008 766.49265000000003 543.52500000000009 670.0675 178.71625000000003 1424.6500000000003 1040.4400000000003 1432.0500000000002 1054.5000000000002 1079.5035000000003 316.39255000000009 108.75750000000001 151.1985 15.093500000000004 1018.0250000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 8 4 17 15 -7 20 9 10 13 12 -12 14 -1 16 -2 18 19 -4 -5 22 -11 right_child=1 -3 3 7 -6 6 -8 -9 -10 21 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.00099254700352722981 -0.11074069216333587 1.9130154400780088 -0.076270181186408159 -0.14629122567176819 0.97798560792749589 -0.72067252113705593 0.023600037892659506 -0.91281731128692634 0.4884121729027141 -0.42221595106453735 -0.10409196967820088 0.86381170000348773 -0.80666947432186298 0.54349324560165413 0.40655041596064201 -0.1251172982624599 0.70287472950784791 -0.54471823964800148 0.41527893161773682 -0.60026420102800648 -0.63835155974263724 -0.089950802326202395 -0.60903506229663718 leaf_weight=102400 29 21 251 30 22 21 21 28 22 29 249 21 46 30 52 35 38 28 20 35 23 22 29 leaf_count=102400 29 21 251 30 22 21 21 28 22 29 249 21 46 30 52 35 38 28 20 35 23 22 29 internal_value=0 0.270627 2.75103e-05 -0.160672 -0.0718649 0.031112 -0.348536 -0.550984 0.000709975 0.000605682 0.000916327 -0.142043 -0.213646 0.00135714 0.00119839 0.187438 0.350713 -0.141017 -0.104077 -0.140395 -0.359827 -0.398565 -0.515626 internal_weight=0 165 103337 437 356 144 42 81 102900 102878 102798 316 295 102482 102452 102 67 334 306 286 53 80 58 internal_count=103502 165 103337 437 356 144 42 81 102900 102878 102798 316 295 102482 102452 102 67 334 306 286 53 80 58 is_linear=0 shrinkage=0.01 Tree=896 num_leaves=28 num_cat=5 split_feature=11 16 10 5 1 10 25 24 25 26 26 24 11 8 8 4 6 26 4 16 11 8 3 1 4 24 11 split_gain=115250 117216 227615 365808 79271.1 75179.2 74748.9 740050 250602 386207 113052 89768.1 71508.3 147388 144972 103958 76366 66511 64600.9 50043.3 47918.5 47423.3 34465.4 43953.4 42172.5 24741.1 666.027 threshold=1429.7025000000001 237.41375000000005 220.78900000000004 388.83500000000009 242.38250000000002 553.80150000000015 0 1 2 2022.5000000000002 2022.5000000000002 3 671.11374000000012 177.77500000000001 1117.4100000000001 1468.3681000000001 1424.6500000000003 2022.5000000000002 16.674500000000005 1079.5035000000003 901.21050000000014 151.1985 123.09910000000001 56.343250000000005 200.45248750000005 4 796.68750000000011 decision_type=2 2 2 2 2 2 9 1 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=1 6 3 19 5 21 7 8 17 -10 25 -12 14 20 15 16 -8 -1 -16 22 26 -4 24 -24 -3 -9 -14 right_child=-2 2 4 -5 -6 -7 12 10 9 -11 11 -13 13 -15 18 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 leaf_value=0.0016141905300859091 0.62017744447787604 -0.09343540611361599 -0.37225684436884793 1.1421099615097046 -1.1404235154932196 0.028966840180483733 0.00028334577245317749 -0.13857287910249499 1.586185856405294 0.41470294713973999 0.21145159187225196 -0.15432933170428809 -0.31395893871784208 -0.89755987502910473 0.25991138172149658 -0.5370404570632511 0.51351408350056615 0.45291060724566057 0.95597643709182734 -0.53927105631147121 0.22732212343149716 -1.045069678068161 -0.63623641662597652 -0.023372542641379616 0.35351903853209121 -0.38200870787450514 -0.23332585516430082 leaf_weight=69 30 257 22 24 22 22 102041 125 53 60 120 129 20 27 40 36 29 62 20 28 36 20 25 22 23 119 21 leaf_count=69 30 257 22 24 22 22 102041 125 53 60 120 129 20 27 40 36 29 62 20 28 36 20 25 22 23 119 21 internal_value=0 0.000274625 -0.158138 -0.0527468 -0.622594 -0.44459 0.00098974 0.100659 0.539929 0.885773 -0.12316 0.0242447 0.000261613 -0.261823 0.000528427 0.000239666 0.000429164 0.199942 0.491933 -0.133526 -0.0389016 -0.692644 -0.0987831 -0.349364 -0.0567213 -0.278633 -0.272659 internal_weight=0 103472 465 379 86 64 103007 737 244 113 493 249 102270 104 102166 102106 102070 131 60 355 77 42 327 47 280 244 41 internal_count=103502 103472 465 379 86 64 103007 737 244 113 493 249 102270 104 102166 102106 102070 131 60 355 77 42 327 47 280 244 41 cat_boundaries=0 5 6 11 12 13 cat_threshold=0 0 4096 5374208 2148532256 3140 0 0 0 1048576 1048576 658 432 is_linear=0 shrinkage=0.01 Tree=897 num_leaves=28 num_cat=1 split_feature=2 0 16 10 3 11 8 7 14 25 12 12 0 7 4 0 16 11 11 2 2 8 19 4 15 17 14 split_gain=118435 637009 108858 144935 226683 91945.8 119140 122796 117957 95912.5 98398.5 91802.2 83433 70313.3 57257.9 54602.3 51581.8 51350.5 64329 50999.9 106619 30087.8 28684.5 28345.3 25046.1 11781.5 9794.77 threshold=873.74500000000012 507.61050000000006 248.95175000000003 220.78900000000004 198.96750000000003 671.11374000000012 1117.4100000000001 9.2450000000000028 766.49265000000003 0 1040.4400000000003 221.00625000000005 5.0070000000000006 158.33975000000001 106.765 211.376 1079.5035000000003 1429.7025000000001 901.21050000000014 1432.0500000000002 1054.5000000000002 151.1985 24.066000000000006 9.1010570000000026 77.902470000000008 23.177000000000003 1018.0250000000002 decision_type=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=2 12 5 4 16 6 8 -8 9 13 -11 17 19 -1 -14 21 22 18 -7 20 -2 -5 24 26 -4 -24 -10 right_child=1 -3 3 15 -6 11 7 -9 23 10 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 25 -25 -26 -27 -28 leaf_value=0.13858071723955734 -0.10969333624017649 1.8952069436936152 -0.12235087642666473 -0.14193104612827301 0.74643831652979697 -0.29987592440385086 0.10585283377231695 1.0402096622640438 -0.41391490247514512 4.1879303069880203e-05 0.44827159564409941 -0.79759698326771078 -0.71346861339750745 -0.4633339867591858 0.024984880174909321 -0.89647604874202191 -0.57576274725107046 -0.5477846531764321 0.2708854209557176 -0.1240465726852417 0.69543291129563989 -0.62266950669495957 -0.14187573844736273 -0.71993748855590822 0.11411633931984336 -0.44249075904488566 -0.14455669703306975 leaf_weight=655 29 21 186 30 31 39 39 22 27 101913 49 26 21 20 21 28 26 23 40 35 38 23 22 20 59 32 27 leaf_count=655 29 21 186 30 31 39 39 22 27 101913 49 26 21 20 21 28 26 23 40 35 38 23 22 20 59 32 27 internal_value=0 0.268151 2.18687e-05 -0.157474 -0.0706057 0.00069073 0.00102433 0.442834 0.000761939 0.00104969 0.00025726 -0.267159 0.0308719 0.118983 -0.344242 -0.539267 -0.148539 -0.131949 -0.0108828 0.185331 0.346945 -0.350553 -0.111389 -0.398344 -0.0654057 -0.320018 -0.279236 internal_weight=0 165 103337 437 356 102900 102772 61 102711 102637 101962 128 144 675 42 81 325 102 79 102 67 53 299 74 245 54 54 internal_count=103502 165 103337 437 356 102900 102772 61 102711 102637 101962 128 144 675 42 81 325 102 79 102 67 53 299 74 245 54 54 cat_boundaries=0 5 cat_threshold=0 0 4096 5373952 2148532256 is_linear=0 shrinkage=0.01 Tree=898 num_leaves=26 num_cat=3 split_feature=11 16 14 3 11 0 0 3 8 11 13 0 25 24 26 6 25 6 4 3 16 11 26 12 9 split_gain=114868 112941 141033 173738 117993 105757 72899.4 77001.6 276521 344192 84997 117867 77086.3 810981 466601 94788.6 82916.6 75699.8 60610.3 48528.7 41107.6 68411.2 38191.1 35262.1 18279.1 threshold=1429.7025000000001 237.41375000000005 23.801750000000002 352.68673250000012 172.78900000000002 367.42525000000006 1438.4900000000002 543.52500000000009 155.87450000000004 87.232957500000012 11.202900000000001 117.54253850000002 0 1 2022.5000000000002 1424.6500000000003 2 483.25025000000005 159.54960000000003 33.273500000000006 392.81250000000006 104.02000000000001 2022.5000000000002 168.86500000000004 11.831450000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 9 2 2 2 2 2 2 2 2 left_child=1 6 3 4 18 20 7 12 10 -10 11 -9 13 14 -1 17 -15 -14 19 -3 23 -22 -8 24 -4 right_child=-2 2 5 -5 -6 -7 22 8 9 -11 -12 -13 15 16 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 leaf_value=1.5565738183368336 0.61913881372412038 -0.15248599816784617 -0.060993333005905148 0.87535661745071414 0.61314931110902271 -0.8595729219591296 0.07627435951232911 -0.34002736597569011 1.2209069000879924 -0.30689351575127966 -0.82872276782989507 0.19551409024458666 0.00097605714797901371 0.046767104962292846 0.28141307389736175 0.56270268503824872 -0.26208403625647436 -0.16026571277292981 -0.66474559511457176 0.32206860582033792 -0.18876371515424628 -0.88947004838423294 0.60548858578999831 0.23185612885848336 -0.45621927781538529 leaf_weight=55 30 211 25 20 22 37 25 196 30 29 26 52 101841 160 60 30 181 292 21 24 38 22 30 23 22 leaf_count=55 30 211 25 20 22 37 25 196 30 29 26 52 101841 160 60 30 181 292 21 24 38 22 30 23 22 internal_value=0 0.000265439 -0.155232 -0.0248595 -0.0896233 -0.387871 0.000967393 0.00077295 -0.151045 0.469954 -0.284764 -0.227736 0.0012656 0.129589 0.819971 0.000680083 -0.119965 0.000515064 -0.150018 -0.104021 -0.253618 -0.445689 0.364937 -0.0889852 -0.245993 internal_weight=0 103472 465 298 278 167 103007 102952 333 59 274 248 102619 456 115 102163 341 102133 256 235 130 60 55 70 47 internal_count=103502 103472 465 298 278 167 103007 102952 333 59 274 248 102619 456 115 102163 341 102133 256 235 130 60 55 70 47 cat_boundaries=0 5 6 11 cat_threshold=0 0 4096 4325632 2148532224 580 0 0 4096 4194304 1048576 is_linear=0 shrinkage=0.01 Tree=899 num_leaves=29 num_cat=2 split_feature=2 0 16 10 5 11 8 14 25 24 12 12 0 1 2 1 10 2 2 16 0 3 11 4 8 8 11 14 split_gain=116270 624360 104614 140973 246167 90971 116373 115595 92714.3 804408 96418.3 89826.9 81615.3 77544.2 56272 53169 67032.4 50031.2 104463 46717 56341.2 83299.4 31529.8 27700.7 24626.7 20874.4 11067.6 9570.06 threshold=873.74500000000012 507.61050000000006 248.95175000000003 220.78900000000004 388.83500000000009 671.11374000000012 1117.4100000000001 766.49265000000003 0 1 1040.4400000000003 221.00625000000005 5.0070000000000006 54.547500000000007 1054.5000000000002 242.38250000000002 553.80150000000015 1432.0500000000002 1054.5000000000002 1079.5035000000003 316.39255000000009 108.75750000000001 1429.7025000000001 9.1010570000000026 128.77025 1449.0631000000001 901.21050000000014 1018.0250000000002 decision_type=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=2 12 5 4 19 6 7 8 9 -1 -10 13 17 22 -14 16 24 18 -2 20 21 -4 26 27 -5 -8 -7 -9 right_child=1 -3 3 15 -6 11 25 23 10 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=0.80647733428261503 -0.10838642765735758 1.8765047618321009 -0.072572189548101088 -0.37656676315125964 0.95588921080936096 -0.28563105806227657 0.27821385383605957 -0.40972579090683547 0.00016059576043125722 -0.1066246357817356 0.44385697665871404 -0.79045400967964752 0.0087673226269808675 0.42629232978820802 -0.72413214278221139 -0.97835992145538331 0.090413440823554986 -0.12288503210885184 0.68855857842846913 -0.5271655396052769 0.41270324468612674 -0.59332671451568597 -0.60237866759300229 -0.71226219654083256 -0.86687621837854378 0.6522826943030724 -0.016198727051417033 -0.14347528669569229 leaf_weight=122 29 21 251 21 22 31 35 27 102111 355 49 26 22 20 20 20 20 35 38 28 20 35 21 20 20 26 30 27 leaf_count=122 29 21 251 21 22 31 35 27 102111 355 49 26 22 20 20 20 20 35 38 28 20 35 21 20 20 26 30 27 internal_value=0 0.265684 1.66437e-05 -0.154379 -0.0687052 0.000672336 0.00100416 0.000744837 0.00102969 0.13868 0.000373374 -0.265753 0.0307728 -0.132006 -0.340232 -0.530918 -0.384216 0.18354 0.343612 -0.136193 -0.100418 -0.136301 -0.268177 -0.394347 -0.615742 0.437653 -0.153123 -0.276601 internal_weight=0 165 103337 437 356 102900 102772 102711 102637 477 102160 128 144 102 42 81 61 102 67 334 306 286 82 74 41 61 61 54 internal_count=103502 165 103337 437 356 102900 102772 102711 102637 477 102160 128 144 102 42 81 61 102 67 334 306 286 82 74 41 61 61 54 cat_boundaries=0 5 6 cat_threshold=0 0 4096 1179648 2147483680 1092 is_linear=0 shrinkage=0.01 Tree=900 num_leaves=20 num_cat=2 split_feature=25 26 11 3 26 13 12 12 5 11 25 10 8 4 11 15 6 4 3 split_gain=216086 203660 191268 95904.3 387536 175640 126813 192170 120887 106573 98671.3 147080 96566.6 142052 103660 89226.1 65277.1 60781.4 25061.4 threshold=0 2022.5000000000002 1429.7025000000001 670.0675 2022.5000000000002 45.069900000000011 1040.4400000000003 1362.4500000000003 8.0802500000000013 153.48669000000004 1 350.63250000000005 1117.4100000000001 25.464445000000001 1085.9700000000003 187.43350000000001 80.115250000000017 35.225292000000003 888.10000000000014 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 -1 3 6 8 16 10 -8 18 -7 11 15 14 -14 -12 -2 17 -6 -5 right_child=2 -3 -4 4 5 9 7 -9 -10 -11 12 -13 13 -15 -16 -17 -18 -19 -20 leaf_value=-0.81017765420855892 -0.071053366860941047 -0.048520559692382816 0.84190463991076858 -0.11103923600295496 -0.31809073877713034 -1.560389636811756 1.0356841613506449 -0.1883148311710228 0.97901458013625375 -0.57507329940795904 0.0020440298611585157 0.77413086641402473 -0.72289377030872159 0.30106046724319457 0.70469786905107046 0.59938975238800052 -0.78971019926525299 0.31466923236846922 0.27307508236024441 leaf_weight=66 2653 75 27 29 63 21 29 23 21 23 100405 21 42 20 21 20 21 20 41 leaf_count=66 2653 75 27 29 63 21 29 23 21 23 100405 21 42 20 21 20 21 20 41 internal_value=0 -0.378217 0.00034851 0.00012895 -0.199958 -0.51571 0.000592176 0.4943 0.313574 -1.04534 0.000343365 -0.0592678 0.00194719 -0.392586 0.00219096 -0.066037 -0.291637 -0.165618 0.113942 internal_weight=0 141 103500 103473 239 148 103234 52 91 44 103182 2694 100488 62 100426 2673 104 83 70 internal_count=103641 141 103500 103473 239 148 103234 52 91 44 103182 2694 100488 62 100426 2673 104 83 70 cat_boundaries=0 5 11 cat_threshold=0 0 0 0 2147483680 0 12583040 0 70255104 524288 1 is_linear=0 shrinkage=0.01 Tree=901 num_leaves=17 num_cat=2 split_feature=25 11 3 13 2 1 4 2 12 12 25 10 8 4 11 14 split_gain=211786 187462 93995.8 377738 189667 134228 149984 124932 124289 188345 96707.8 144153 94645 139226 101597 70616.6 threshold=0 1429.7025000000001 670.0675 45.069900000000011 436.65050000000002 233.37814 214.30459450000004 329.85800000000006 1040.4400000000003 1362.4500000000003 1 350.63250000000005 1117.4100000000001 25.464445000000001 1085.9700000000003 19.648867500000005 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=-1 2 8 4 5 6 -4 -5 10 -10 11 15 14 -14 -12 -2 right_child=1 -3 3 7 -6 -7 -8 -9 9 -11 12 -13 13 -15 -16 -17 leaf_value=-0.37443483251609549 -0.07309854110972222 0.83348555295555682 -0.1626437629576315 -0.52572139574133825 0.73705073915678887 -0.7707550076075963 0.70712539752324421 -1.5925394394284202 1.0253273404877761 -0.18643169277388119 0.0020235896268640712 0.76638953095390694 -0.71566483270554315 0.29804991531372071 0.69765087525049851 0.27674520945144915 leaf_weight=141 2614 27 114 23 29 28 24 21 29 23 100405 21 42 20 21 59 leaf_count=141 2614 27 114 23 29 28 24 21 29 23 100405 21 42 20 21 59 internal_value=0 0.000345025 0.000127661 -0.197958 -0.00911307 -0.139467 -0.0113796 -1.03488 0.000586254 0.489357 0.000339932 -0.0586751 0.00192772 -0.38866 0.00216905 -0.0653766 internal_weight=0 103500 103473 239 195 166 138 44 103234 52 103182 2694 100488 62 100426 2673 internal_count=103641 103500 103473 239 195 166 138 44 103234 52 103182 2694 100488 62 100426 2673 cat_boundaries=0 5 11 cat_threshold=0 0 0 0 2147483680 0 12583040 0 70255104 524288 1 is_linear=0 shrinkage=0.01 Tree=902 num_leaves=17 num_cat=2 split_feature=25 26 11 22 3 26 0 0 12 12 6 25 4 11 11 3 split_gain=207849 199607 183732 92613.9 84327.1 365704 222210 149200 121752 184597 117885 95530.4 133738 118859 86948.5 44904.7 threshold=0 2022.5000000000002 1429.7025000000001 550.81750000000011 670.0675 2022.5000000000002 165.29860000000002 50.541375000000009 1040.4400000000003 1362.4500000000003 80.115250000000017 1 522.5150000000001 1085.9700000000003 63.475050000000003 888.10000000000014 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 -1 3 4 8 6 15 10 11 -10 -7 12 -2 -13 -9 -6 right_child=2 -3 -4 -5 5 7 -8 14 9 -11 -12 13 -14 -15 -16 -17 leaf_value=-0.79833153637972742 -0.062843956474170903 -0.044291000620524087 0.82515068486884791 -0.60845077657699587 -0.31387653951291689 -0.10607680162787438 1.0917924550863414 -1.4002266079446546 1.0150741254872291 -0.18456737664730655 -0.9644370021820069 0.0019220080291590597 0.75780465507507333 0.75432881174520361 -0.53980660835901895 0.21949388253061397 leaf_weight=66 2801 75 27 25 27 80 26 23 29 23 20 100316 20 21 24 38 leaf_count=66 2801 75 27 25 27 80 26 23 29 23 20 100316 20 21 24 38 internal_value=0 -0.370938 0.000341575 0.000126384 0.000273457 -0.187743 0.310469 -0.49616 0.000707018 0.484463 -0.277749 0.000463166 -0.0568244 0.00207928 -0.960863 -0.00205999 internal_weight=0 141 103500 103473 103448 238 91 147 103210 52 100 103158 2821 100337 47 65 internal_count=103641 141 103500 103473 103448 238 91 147 103210 52 100 103158 2821 100337 47 65 cat_boundaries=0 5 11 cat_threshold=0 0 0 0 2147483680 0 12583040 0 70255104 589952 1 is_linear=0 shrinkage=0.01 Tree=903 num_leaves=20 num_cat=2 split_feature=25 26 11 3 26 0 0 12 12 8 6 25 8 5 8 4 11 2 3 split_gain=203712 195635 180075 90352.2 369513 217788 159490 119391 180924 117591 115539 93330.8 131264 104546 92924.4 136436 97506 44927.6 44011.1 threshold=0 2022.5000000000002 1429.7025000000001 670.0675 2022.5000000000002 165.29860000000002 50.541375000000009 1040.4400000000003 1362.4500000000003 183.09000000000003 80.115250000000017 1 483.25025000000005 418.34600000000006 1117.4100000000001 25.464445000000001 1085.9700000000003 54.445500000000003 888.10000000000014 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 -1 3 7 5 18 10 11 -9 -8 17 12 13 -2 16 -16 -13 -6 -5 right_child=2 -3 -4 4 6 -7 9 8 -10 -11 -12 14 -14 -15 15 -17 -18 -19 -20 leaf_value=-0.79034821510314945 -0.057127364651726922 -0.043848094431559244 0.8168992445203993 -0.31073776880900067 -0.25096773030429054 1.0808745567615217 -1.4922560633783755 1.0049233561548694 -0.18272169421548431 -0.50148365249633797 -0.95479263496398925 0.0023020249153116361 0.74031680901845298 0.53553405419985456 -0.70852740378606882 0.29497916030883792 0.68378003639834262 0.27976571646603671 0.2172989559173584 leaf_weight=66 3785 75 27 27 58 26 23 29 23 25 20 99263 21 30 42 20 21 22 38 leaf_count=66 3785 75 27 27 58 26 23 29 23 25 20 99263 21 30 42 20 21 22 38 internal_value=0 -0.367229 0.000338159 0.00012512 -0.194083 0.307365 -0.502406 0.000574738 0.479619 -0.976229 -0.274971 0.000333317 -0.0480017 -0.0524669 0.00220426 -0.384816 0.00244617 -0.105016 -0.00203938 internal_weight=0 141 103500 103473 239 91 148 103234 52 48 100 103182 3836 3815 99346 62 99284 80 65 internal_count=103641 141 103500 103473 239 91 148 103234 52 48 100 103182 3836 3815 99346 62 99284 80 65 cat_boundaries=0 5 11 cat_threshold=0 0 0 0 2147483680 0 12583040 65536 70255104 589968 1 is_linear=0 shrinkage=0.01 Tree=904 num_leaves=14 num_cat=2 split_feature=25 11 22 3 13 2 11 12 12 25 10 11 4 split_gain=199658 176492 90827 80944.7 334751 185343 117423 116954 177323 91844.3 140610 114439 71226.1 threshold=0 1429.7025000000001 550.81750000000011 670.0675 45.069900000000011 436.65050000000002 153.48669000000004 1040.4400000000003 1362.4500000000003 1 350.63250000000005 1085.9700000000003 214.30459450000004 decision_type=9 2 2 2 2 2 2 2 2 9 2 2 2 left_child=-1 2 3 7 5 12 -6 9 -9 10 -2 -11 -5 right_child=1 -3 -4 4 6 -7 -8 8 -10 11 -12 -13 -14 leaf_value=-0.36355677042575862 -0.063671812900455982 0.80873025196569948 -0.60255365090370183 -0.23986483035230996 -1.5174490974062966 0.72978331138347752 -0.4720331538807262 0.9948741551103264 -0.18089447742732973 0.001848861578551699 0.75780881507056097 0.74013285631225212 0.27916332562764484 leaf_weight=141 2673 27 25 133 21 29 22 29 23 100443 21 21 33 leaf_count=141 2673 27 25 133 21 29 22 29 23 100443 21 21 33 internal_value=0 0.000334777 0.000123869 0.000269516 -0.183937 -0.00782521 -0.982585 0.000694293 0.474823 0.000455294 -0.0570565 0.00200299 -0.136685 internal_weight=0 103500 103473 103448 238 195 43 103210 52 103158 2694 100464 166 internal_count=103641 103500 103473 103448 238 195 43 103210 52 103158 2694 100464 166 cat_boundaries=0 5 11 cat_threshold=0 0 0 0 2147483680 0 12583040 0 70255104 524288 1 is_linear=0 shrinkage=0.01 Tree=905 num_leaves=36 num_cat=6 split_feature=1 25 9 6 0 11 9 0 16 25 1 24 25 4 7 25 6 15 9 0 4 10 6 25 8 11 9 8 0 1 26 6 4 1 26 split_gain=120256 352424 1.33049e+06 188165 169117 168812 262823 244770 137452 129331 115190 212815 221290 138803 122069 118024 111111 109146 121479 105735 104810 81971.3 116412 75431.6 74695.5 68450.3 65439.2 63378.8 59789.5 52200.2 33239.5 29612.4 36339.9 2330.56 454.851 threshold=297.44000000000005 0 151.12275000000002 550.73124000000007 297.71250000000003 2.1992310000000006 396.91800000000006 594.30750000000012 1079.5035000000003 1 227.56250000000003 2 3 6.179850000000001 47.171000000000006 4 35.150000000000013 21.772500000000004 329.28675000000004 1438.4900000000002 9.2080380000000037 553.80150000000015 329.28675000000004 5 89.607500000000016 330.3540000000001 155.268 147.43690000000001 18.392000000000003 262.14225000000005 2022.5000000000002 108.01500000000001 32.161900000000003 602.65050000000008 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 9 2 1 9 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 4 5 20 6 7 9 10 -3 15 24 13 29 28 34 -15 25 -19 21 33 23 -23 -17 31 26 -7 -5 -14 -13 -21 32 -12 -2 -1 right_child=1 3 -4 27 -6 17 -8 -9 -10 -11 11 12 14 16 -16 19 -18 18 -20 30 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 leaf_value=0.33588959648495631 -0.48988296031951906 0.11104102096557618 2.6991725413004559 -0.47656101553440094 0.72707055568695067 -0.58992381039787745 0.99500271450389521 -0.8949835104691356 0.64653433944239769 -0.18454373251131881 -0.045528398773126436 0.77399342757004963 0.10902245755174331 -0.27209490644931794 0.73509980697631838 0.017130851664355441 0.74704388203828231 -0.51549984785226677 0.50709420522054038 -0.79394684314727781 0.3059873895049095 -0.31507686330201595 0.4632111592726274 -0.0039065102243849284 -0.74063338597615558 -0.17897904167572659 -1.2231498424212139 -1.2318156800866127 -0.31594247338619641 1.3524537966801569 -0.23652670321257219 0.24942531540280297 -0.54096133899688725 -0.62545905885242281 0.29803868159651759 leaf_weight=63 32 240 21 25 20 51 22 38 33 359 57 39 112 20 25 21629 23 26 21 20 20 152 22 80254 21 24 24 20 47 26 23 21 20 21 64 leaf_count=63 32 240 21 25 20 51 22 38 33 359 57 39 112 20 25 21629 23 26 21 20 20 152 22 80254 21 24 24 20 47 26 23 21 20 21 64 internal_value=0 -0.110959 0.391394 -0.180811 -0.0876316 -0.14776 -0.0795989 -0.116712 0.00125442 -0.0673395 0.00104695 0.168123 0.307379 0.653302 0.0811274 0.000375222 0.273026 -0.455419 -0.0585961 -1.83892e-05 -0.310838 0.000190495 -0.216673 0.000560863 -0.183951 -0.64381 -0.792556 -0.81223 -0.0165961 1.00538 -0.495792 -0.0834328 -0.174212 -0.543602 0.29369 internal_weight=0 964 114 850 93 805 659 637 102671 599 102638 411 292 108 184 102227 43 146 47 102100 73 102057 174 101883 119 99 75 45 159 65 43 98 77 53 127 internal_count=103635 964 114 850 93 805 659 637 102671 599 102638 411 292 108 184 102227 43 146 47 102100 73 102057 174 101883 119 99 75 45 159 65 43 98 77 53 127 cat_boundaries=0 3 8 9 13 18 24 cat_threshold=67108864 16384 520 1081344 0 32 33554432 16777216 2689 1081344 0 32 33554432 0 0 0 0 2147483680 1140883712 545260064 536941230 105087752 8322 6272 is_linear=0 shrinkage=0.01 Tree=906 num_leaves=37 num_cat=6 split_feature=14 11 9 25 24 1 25 9 6 0 5 6 2 7 11 10 1 9 26 5 24 26 26 8 5 14 0 3 24 25 13 26 1 2 5 14 split_gain=122671 148541 204322 106760 613676 139299 423657 1.56337e+06 267712 158880 157466 968766 153898 144781 227980 134063 133764 95882.3 95286.8 87062.4 73793 476941 378328 58573.2 92929.5 47914.1 37794 38209.2 34770.1 42633.1 13052.7 9971.17 7893.91 7143.32 4033.79 430.842 threshold=464.33100000000007 559.42150000000004 373.75800000000004 0 1 297.44000000000005 2 151.12275000000002 550.73124000000007 130.34875000000002 1062.3775000000003 172.78900000000002 1054.5000000000002 670.0675 37.675000000000004 671.22124000000008 227.56250000000003 0.45149999999999996 2022.5000000000002 339.03750000000008 3 2022.5000000000002 2022.5000000000002 228.51250000000002 77.963400000000021 766.49265000000003 10.28965 5.0070000000000006 4 5 84.281500000000023 2022.5000000000002 470.21364 1432.0500000000002 1424.6500000000003 1018.0250000000002 decision_type=2 2 2 9 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 left_child=3 2 23 4 20 10 7 9 13 32 12 34 15 14 -8 16 -5 -17 -14 -10 22 -22 -1 24 25 30 27 28 31 -30 -2 -6 -7 -20 -12 -27 right_child=1 -3 -4 5 26 6 8 -9 19 -11 11 -13 18 -15 -16 17 -18 -19 33 -21 21 -23 -24 -25 -26 35 -28 -29 29 -31 -32 -33 -34 -35 -36 -37 leaf_value=1.2351324054173061 -0.22297269657254221 -0.99888439883356517 0.80801924943923953 0.00054215814025167502 0.20205041921363687 -0.52128098562911707 -0.1177689073333071 3.0067137098312378 -0.54067833855038605 0.49054225029483917 -0.2978229937553406 2.3451244535688311 -0.95212653746971709 0.6033459756771723 -0.63279191785388522 -0.55183806598732876 0.18423070661087132 0.040466869210087977 -0.30705774625142412 -1.4625756742358209 -0.26107104104359946 0.90450172207572244 0.20618885203583598 -0.76900499010086065 0.3382052810103805 -0.4971210091454642 -0.51323714303970336 -0.47815134785392072 -0.23403903463259848 -0.014959491943083112 0.081093624770641332 0.019083141649470611 -0.28739874624436901 -0.042988836288452154 -0.12764491393015934 -0.55506245353005146 leaf_weight=70 48 23 20 101013 53 27 652 20 21 31 30 20 26 24 99 75 398 43 21 20 75 66 73 20 27 21 20 22 137 242 20 68 31 20 26 33 leaf_count=70 48 23 20 101013 53 27 652 20 21 31 30 20 26 24 99 75 398 43 21 20 75 66 73 20 27 21 20 22 137 242 20 68 31 20 26 33 internal_value=0 -0.240094 -0.147754 0.000701037 0.113249 -0.000216099 -0.122378 0.439976 -0.200432 -0.0873836 0.000895299 0.455908 0.000554921 -0.161228 -0.185661 0.000871092 0.00126307 -0.335998 -0.478556 -0.990384 0.481727 0.265674 0.663471 -0.260864 -0.192657 -0.310143 -0.0850567 -0.0702807 -0.0523344 -0.0981325 -0.133541 0.0916513 -0.396275 -0.178244 -0.218812 -0.53253 internal_weight=0 212 189 103423 826 102597 925 109 816 89 101672 76 101596 775 751 101529 101411 118 67 41 284 141 143 169 149 122 542 522 500 379 68 121 58 41 56 54 internal_count=103635 212 189 103423 826 102597 925 109 816 89 101672 76 101596 775 751 101529 101411 118 67 41 284 141 143 169 149 122 542 522 500 379 68 121 58 41 56 54 cat_boundaries=0 5 6 9 10 11 16 cat_threshold=1073741824 0 0 131080 2148007968 2124 67108864 16384 520 68 257 1073741824 0 0 0 2147483648 is_linear=0 shrinkage=0.01 Tree=907 num_leaves=18 num_cat=2 split_feature=14 11 17 16 25 14 25 6 1 6 13 10 13 9 14 14 14 split_gain=120230 145585 201377 143243 109844 98297.1 88571.4 199450 137894 87585.8 386099 114466 51542.7 78760.6 46437.9 34275.3 1361.09 threshold=464.33100000000007 559.42150000000004 415.54000000000002 1079.5035000000003 0 437.65500000000003 1 769.5200000000001 273.37500000000006 181.63000000000002 189.18140000000002 553.80150000000015 393.36000000000007 199.13250000000002 650.34950000000015 1018.0250000000002 540.75000000000011 decision_type=2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 left_child=3 2 12 4 -1 6 7 8 -6 11 -11 -8 13 14 16 -16 -2 right_child=1 -3 -4 -5 5 -7 9 -9 -10 10 -12 -13 -14 -15 15 -17 -18 leaf_value=0.28140368996764259 -0.11730885514506588 -0.98889556096947717 0.80258324849605556 0.64966544936685 -0.02603923574528651 0.66846564726396041 0.0015735541854424925 -0.86474136377203059 -0.34816758126020431 0.14360256606366123 -0.4726763001829386 -0.31007476322984295 -0.7099950194900686 0.36073893872174351 -0.65523118116916745 -0.21364799916744232 -0.016899101116039136 leaf_weight=129 27 23 20 34 5809 22 95933 29 136 1101 112 118 22 22 39 32 27 leaf_count=129 27 23 20 34 5809 22 95933 29 136 1101 112 118 22 22 39 32 27 internal_value=0 -0.237693 -0.146277 0.000693786 0.000480368 0.000102156 -4.02621e-05 -0.0373814 -0.0334084 0.00225686 0.0866997 0.00119069 -0.258568 -0.191008 -0.288115 -0.456208 -0.067104 internal_weight=0 212 189 103423 103389 103260 103238 5974 5945 97264 1213 96051 169 147 125 71 54 internal_count=103635 212 189 103423 103389 103260 103238 5974 5945 97264 1213 96051 169 147 125 71 54 cat_boundaries=0 5 11 cat_threshold=0 0 0 0 2147483680 1064964 4194434 1048576 2284847138 1377296 769 is_linear=0 shrinkage=0.01 Tree=908 num_leaves=38 num_cat=7 split_feature=14 11 9 25 24 1 25 9 6 5 6 7 11 1 10 1 24 9 11 3 5 24 26 26 8 5 1 14 24 25 26 13 26 10 5 26 14 split_gain=117837 142688 199004 103662 601400 135464 414290 1.53236e+06 261870 154242 949011 141613 222971 137123 129586 125536 210363 93709.6 92148.4 91039 85507.1 72446.4 467375 370992 57986.1 91189.8 56782.4 46530.8 36325 34629 22985.9 12862.8 10114 6841.15 3953.36 1959.82 486.466 threshold=464.33100000000007 559.42150000000004 373.75800000000004 0 1 297.44000000000005 2 151.12275000000002 550.73124000000007 1062.3775000000003 172.78900000000002 670.0675 37.675000000000004 891.44875000000013 671.22124000000008 227.56250000000003 3 0.45149999999999996 14.958500000000001 76.615000000000009 339.03750000000008 4 2022.5000000000002 2022.5000000000002 228.51250000000002 77.963400000000021 383.96180000000004 766.49265000000003 5 6 2022.5000000000002 84.281500000000023 2022.5000000000002 1092.2834 1424.6500000000003 2022.5000000000002 1018.0250000000002 decision_type=2 2 2 9 1 2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 left_child=3 2 24 4 21 9 7 13 11 14 34 12 -8 26 15 19 -17 33 -19 -5 -10 23 -23 -1 25 27 -7 31 32 35 -31 -2 -6 -16 -11 -30 -29 right_child=1 -3 -4 5 28 6 8 -9 20 10 -12 -13 -14 -15 17 16 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 36 29 30 -32 -33 -34 -35 -36 -37 -38 leaf_value=1.2223655826023647 -0.21970348944266638 -0.97900659768477727 0.79843923521041871 -0.0014205791549636905 0.16551855700356619 0.49868369160936432 -0.11612056765973888 2.9765369157791137 -0.53348566327776226 -0.29481446917851767 2.3210648884773257 0.59706456745664283 -0.6254550008340316 -0.79304692222958528 -0.47256664061297976 -0.17584448761827365 0.31807876772215582 -0.38064577082792916 0.53842651599273084 0.054840582735859143 -1.4471117174625396 -0.25899897979100545 0.89482482303272592 0.20344684796790552 -0.76202956533431998 0.33729187576859082 -0.095950442722865528 -0.48648684706006734 -0.30048322281837464 -0.14834979325308836 0.03975042142971294 0.082143058553338047 -0.013130653147419838 -0.67153889620745633 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284 141 143 169 149 68 122 542 413 260 68 129 75 56 153 54 cat_boundaries=0 5 6 9 10 11 12 17 cat_threshold=1073741824 0 0 131080 2148007968 2124 67108864 16384 520 2689 68 257 1073741824 0 0 0 2147483648 is_linear=0 shrinkage=0.01 Tree=909 num_leaves=20 num_cat=2 split_feature=14 11 17 16 2 8 4 25 14 2 25 1 6 13 3 2 4 14 26 split_gain=115492 139848 196659 139476 108022 421947 142322 121171 96436 88523 84289.1 247658 101226 51324.5 72248.6 49506.8 30912.4 8499.5 2310.73 threshold=464.33100000000007 559.42150000000004 415.54000000000002 1079.5035000000003 873.74500000000012 287.60700000000003 288.16557150000006 0 437.65500000000003 1432.0500000000002 1 273.37500000000006 181.63000000000002 393.36000000000007 48.83227500000001 1054.5000000000002 4.5710000000000006 606.07650000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 left_child=3 2 13 4 7 6 9 18 10 15 11 -9 -12 14 16 -6 17 -2 -1 right_child=1 -3 -4 -5 5 -7 -8 8 -10 -11 12 -13 -14 -15 -16 -17 -18 -19 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111 91 126 cat_boundaries=0 5 11 cat_threshold=0 0 0 0 2147483680 1064964 4194434 1048576 2284847138 1377296 769 is_linear=0 shrinkage=0.01 Tree=910 num_leaves=27 num_cat=3 split_feature=25 24 20 16 0 0 26 5 1 1 6 15 0 14 9 1 14 20 0 20 26 24 26 15 18 26 split_gain=493794 184162 155349 117124 103654 229568 527997 196900 262271 395736 243775 174356 229948 101991 96094.7 271219 103390 17761.6 35582 31761.1 16920.6 15413.9 15964.7 10099.6 9676.79 1109.88 threshold=0 1 256.18250000000006 1079.5035000000003 468.26850000000007 438.09750000000008 2022.5000000000002 15.581850000000001 191.05350000000001 352.68673250000012 153.80500000000004 86.069675000000004 594.30750000000012 329.28675000000004 44.744500000000009 352.68673250000012 766.49265000000003 564.6037500000001 66.795000000000016 889.93550000000016 2022.5000000000002 2 2022.5000000000002 45.910800000000016 11.411000000000003 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 20 3 4 5 14 -7 8 10 -10 -6 12 -9 17 16 -16 -2 18 23 -19 -1 25 -23 24 -4 -3 right_child=2 21 13 -5 7 6 -8 11 9 -11 -12 -13 -14 -15 15 -17 -18 19 -20 -21 -22 22 -24 -25 -26 -27 leaf_value=-0.15174246328776 -0.00091021224816442432 -0.39691944239432353 -0.070916529872200706 0.62569972356160486 -0.051495286041582135 1.6062065294810706 -0.37279796042121377 0.023945989731030588 1.5687585335969925 0.016362728155576264 -0.94749894534840307 0.30917293605804441 -0.90881149873500922 -0.96576583302021024 0.03651806388475589 0.53040722193666123 0.4109107262189271 0.24385331426348006 -0.65706239724159243 -0.29404569750246795 0.081917043314093635 -0.82698158171869096 -0.60004746829309774 -0.39403635430335998 -0.3190688808397813 -0.33646559766622686 leaf_weight=61 98584 57 55 30 284 28 26 39 24 52 34 25 82 20 3355 115 61 21 20 23 63 62 62 20 22 65 leaf_count=61 98584 57 55 30 284 28 26 39 24 52 34 25 82 20 3355 115 61 21 20 23 63 62 62 20 22 65 internal_value=0 -0.3607 0.000444991 0.000960709 0.00077823 0.00150857 0.653353 -0.137403 -0.0211639 0.506593 -0.147294 -0.451091 -0.608171 -0.292262 0.00116387 0.0528861 -0.000655551 -0.208596 -0.273008 -0.0373212 -0.0305636 -0.519416 -0.660267 -0.193821 -0.141817 -0.337081 internal_weight=0 370 102920 102739 102709 102169 54 540 394 76 318 146 121 181 102115 3470 98645 161 117 44 124 246 124 97 77 122 internal_count=103290 370 102920 102739 102709 102169 54 540 394 76 318 146 121 181 102115 3470 98645 161 117 44 124 246 124 97 77 122 cat_boundaries=0 4 5 6 cat_threshold=1073741824 0 0 131072 673 3344 is_linear=0 shrinkage=0.01 Tree=911 num_leaves=26 num_cat=5 split_feature=25 24 20 16 0 0 26 5 1 1 6 15 0 3 25 24 1 26 0 24 26 17 19 20 26 split_gain=483968 180498 152257 114793 101591 224999 517490 192982 257052 387861 238924 170886 225373 89798.8 85715 181996 89886.6 16583.9 15553.1 15107.2 15647 13641.4 5253.08 2984.69 1087.79 threshold=0 1 256.18250000000006 1079.5035000000003 468.26850000000007 438.09750000000008 2022.5000000000002 15.581850000000001 191.05350000000001 352.68673250000012 153.80500000000004 86.069675000000004 594.30750000000012 180.91300000000004 2 3 670.0675 2022.5000000000002 43.840000000000003 4 2022.5000000000002 183.82051000000004 81.726225000000014 349.74500000000006 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 1 2 2 2 2 2 left_child=1 17 3 4 5 14 -7 8 10 -10 -6 12 -9 18 15 -2 -16 -1 21 24 -21 22 23 -4 -3 right_child=2 19 13 -5 7 6 -8 11 9 -11 -12 -13 -14 -15 16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 leaf_value=-0.15022504527060712 0.092815573029004769 -0.39295024955481817 -0.059762927214304602 0.61944273440043129 -0.050980329398118272 1.5901444544110979 -0.36906997232482985 0.023706521743383165 1.5530709576606752 0.016199113955864538 -0.93802394866943362 0.30608121356964113 -0.89972340025552899 -0.84574052963256829 -0.0027996435360581272 0.0069669459493502551 -0.31899810936715867 0.081097870511668071 -0.40912520127049812 -0.81871177427230335 -0.59404698648760401 -0.37284229112708051 0.037573126242274331 -0.18458461446582144 -0.33310093857691842 leaf_weight=61 2931 57 30 30 284 28 26 39 24 52 34 25 82 25 83658 15436 90 63 29 62 62 23 21 53 65 leaf_count=61 2931 57 30 30 284 28 26 39 24 52 34 25 82 25 83658 15436 90 63 29 62 62 23 21 53 65 internal_value=0 -0.357093 0.000440541 0.000951102 0.000770448 0.00149348 0.646819 -0.136029 -0.0209522 0.501527 -0.145821 -0.44658 -0.602089 -0.289339 0.00115223 0.0207097 -0.00313907 -0.0302579 -0.200172 -0.514222 -0.653665 -0.152458 -0.10372 -0.139468 -0.33371 internal_weight=0 370 102920 102739 102709 102169 54 540 394 76 318 146 121 181 102115 18367 83748 124 156 246 124 127 104 83 122 internal_count=103290 370 102920 102739 102709 102169 54 540 394 76 318 146 121 181 102115 18367 83748 124 156 246 124 127 104 83 122 cat_boundaries=0 4 5 11 12 13 cat_threshold=1073741824 0 0 131072 673 604013056 545407616 4824 138412842 2147508226 2689 1026 3344 is_linear=0 shrinkage=0.01 Tree=912 num_leaves=27 num_cat=4 split_feature=25 24 20 16 2 0 0 26 6 2 4 24 1 9 1 14 10 26 24 26 0 19 20 26 20 20 split_gain=474337 176906 149228 112509 104547 99569.4 220522 507191 164440 130142 266529 151681 105274 94020.6 265956 101332 55492.7 16253.9 14806.5 15335.6 8039.7 4531.42 4468.36 1066.15 187.309 12.6769 threshold=0 1 256.18250000000006 1079.5035000000003 37.20900000000001 468.26850000000007 438.09750000000008 2022.5000000000002 522.5150000000001 590.51250000000016 164.62650000000002 2 198.78000000000003 44.744500000000009 352.68673250000012 766.49265000000003 193.41800000000003 2022.5000000000002 3 2022.5000000000002 28.693750000000005 104.14225 393.37500000000006 2022.5000000000002 741.11500000000012 311.24100000000004 decision_type=9 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 17 3 5 20 6 13 -8 9 11 -11 -7 -10 15 -15 -2 -6 -1 23 -20 21 22 25 -3 -24 -4 right_child=2 18 4 -5 16 8 7 -9 12 10 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 24 -25 -26 -27 leaf_value=-0.14872278897488703 -0.00091098710746579466 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internal_weight=0 370 102920 102739 181 102709 102169 54 540 496 40 456 44 102115 3470 98645 43 124 246 124 138 116 96 122 54 42 internal_count=103290 370 102920 102739 181 102709 102169 54 540 496 40 456 44 102115 3470 98645 43 124 246 124 138 116 96 122 54 42 cat_boundaries=0 4 5 6 7 cat_threshold=1073741824 0 0 131072 673 486 3344 is_linear=0 shrinkage=0.01 Tree=913 num_leaves=23 num_cat=2 split_feature=25 20 16 2 0 0 26 6 7 2 4 1 25 6 3 10 26 0 19 20 20 20 split_gain=464897 146258 110270 102466 97662 216133 497098 161139 190290 127579 261225 140415 83198.5 148800 89490.9 54388.4 27639 7879.71 4441.25 4379.44 183.582 12.4246 threshold=0 256.18250000000006 1079.5035000000003 37.20900000000001 468.26850000000007 438.09750000000008 2022.5000000000002 522.5150000000001 242.70250000000001 590.51250000000016 164.62650000000002 352.68673250000012 1 1070.9310000000003 1077.3535000000002 193.41800000000003 2022.5000000000002 28.693750000000005 104.14225 393.37500000000006 741.11500000000012 311.24100000000004 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=16 2 4 17 5 12 -7 9 -9 11 -11 -6 13 -2 -14 -5 -1 18 19 21 -21 -3 right_child=1 3 -4 15 7 6 -8 8 -10 10 -12 -13 14 -15 -16 -17 -18 -19 -20 20 -22 -23 leaf_value=-0.44824340699778659 0.020452178756040659 -0.063811452627182005 0.60711580530802411 -0.37818102129451608 -0.059813335138529093 1.5585006002017432 -0.36172546973595254 -0.11303012688954672 -1.4337580122947693 1.2677022581100463 -0.34854255771636966 -0.57178401747057517 -0.002592628834311939 0.6311274839043618 -0.54885918172200521 -1.0912118759155274 -0.2753219946298846 -0.32427998932925134 0.017705124974250794 -0.19095915996667109 -0.22878123215266638 -0.074701766026290986 leaf_weight=180 16104 20 30 23 394 28 26 24 20 20 20 62 85941 40 30 20 190 22 20 33 21 22 leaf_count=180 16104 20 30 23 394 28 26 24 20 20 20 62 85941 40 30 20 190 22 20 33 21 22 internal_value=0 0.000431602 0.000932002 -0.283581 0.000754944 0.00146386 0.633947 -0.133374 -0.713361 -0.0819231 0.45958 -0.129423 0.00112939 0.0219517 -0.00278293 -0.709823 -0.349987 -0.150767 -0.117859 -0.146101 -0.205668 -0.0695159 internal_weight=0 102920 102739 181 102709 102169 54 540 44 496 40 456 102115 16144 85971 43 370 138 116 96 54 42 internal_count=103290 102920 102739 181 102709 102169 54 540 44 496 40 456 102115 16144 85971 43 370 138 116 96 54 42 cat_boundaries=0 4 10 cat_threshold=1073741824 0 0 131072 604012544 545407616 4824 138412842 2147508226 2689 is_linear=0 shrinkage=0.01 Tree=914 num_leaves=20 num_cat=1 split_feature=20 2 11 12 24 3 2 2 0 12 3 0 11 10 0 19 20 20 20 split_gain=142048 100427 85344.3 84047.7 79907.5 534803 261236 456798 188816 166198 291213 169309 105001 53306 7722.9 4352.87 4292.29 179.929 12.1774 threshold=256.18250000000006 37.20900000000001 1429.7025000000001 1362.4500000000003 0 1439.8675000000001 1054.5000000000002 1432.0500000000002 1438.4900000000002 43.251000000000012 1439.8675000000001 2.6275000000000004 796.68750000000011 193.41800000000003 28.693750000000005 104.14225 393.37500000000006 741.11500000000012 311.24100000000004 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 14 3 4 6 8 9 -8 12 10 -1 -11 -6 -3 15 16 18 -18 -2 right_child=1 13 -4 -5 5 -7 7 -9 -10 11 -12 -13 -14 -15 -16 -17 17 -19 -20 leaf_value=0.005720846941521333 -0.063173337459564202 -0.37439920504455987 -0.52497317917885322 -0.52942329894596096 -0.0086811904304850088 1.5156822337274967 1.8066642314737493 -0.1512091674254491 -0.8162026125809243 0.038952619649787815 -1.0738319881439209 0.28090152530969564 -0.5277554529981735 -1.0802997398376466 -0.32103719104420059 0.017528079777956011 -0.18904956947673451 -0.22649341991969518 -0.073954748067666179 leaf_weight=50124 20 23 31 30 51459 23 22 26 29 867 25 434 39 20 22 20 33 21 22 leaf_count=50124 20 23 31 30 51459 23 22 26 29 867 25 434 39 20 22 20 33 21 22 internal_value=0 -0.280745 -0.000357579 -0.000199804 -4.57334e-05 -0.00884633 0.00876377 0.746149 -0.00952855 0.00807753 0.00518267 0.119664 -0.00907429 -0.702725 -0.149259 -0.11668 -0.14464 -0.203611 -0.0688207 internal_weight=0 181 103109 103078 103048 51550 51498 48 51527 51450 50149 1301 51498 43 138 116 96 54 42 internal_count=103290 181 103109 103078 103048 51550 51498 48 51527 51450 50149 1301 51498 43 138 116 96 54 42 cat_boundaries=0 1 cat_threshold=1079 is_linear=0 shrinkage=0.01 Tree=915 num_leaves=24 num_cat=2 split_feature=25 3 14 11 5 3 4 14 0 0 0 8 4 5 16 24 16 4 11 5 9 8 6 split_gain=143875 323587 377642 230869 186829 465182 382578 173152 193737 499883 158807 134417 164922 125997 727231 430346 136278 131109 84172.9 69777.8 42988.4 16219.9 1725.45 threshold=0 1077.3535000000002 766.49265000000003 1429.7025000000001 606.07650000000001 108.75750000000001 288.16557150000006 243.40690000000004 6.6497500000000009 11.157000000000002 1438.4900000000002 901.21050000000014 147.65000000000003 388.83500000000009 311.24850000000009 1 1079.5035000000003 1086.5100000000002 522.5150000000001 117.18750000000001 13.457500000000001 1117.4100000000001 22.153894000000005 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 4 10 7 22 -7 8 18 -10 11 13 21 16 15 -15 17 -2 -1 20 -9 -13 -6 right_child=3 -3 -4 -5 5 6 -8 19 9 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.10119013550903977 0.0022874550130569131 -1.2193472075462342 1.2518352413177491 1.0764736524820326 -0.3546212104650644 2.0187084297511886 0.12760549044609071 -0.50032876896135736 1.3793116846254894 0.021584932965161494 -0.62800710487365718 -0.42719994199275974 0.34620382113890219 0.55905611178067727 2.0383609623908994 -0.14701738874701892 -0.75161221504211428 -0.49058830172927298 -0.6430769302927215 -0.84912487245268298 0.087216952323913577 -0.77320379120962957 -0.23274920088904247 leaf_weight=2483 99261 24 22 20 26 23 20 33 28 860 40 20 22 117 20 262 24 54 29 36 20 42 21 leaf_count=2483 99261 24 22 20 26 23 20 33 28 860 40 20 22 117 20 262 24 54 29 36 20 42 21 internal_value=0 -0.0618721 -0.0543295 0.00217545 -0.0623585 0.387495 1.13913 -0.0739626 -0.0625649 0.0643961 0.00196051 0.00221295 -0.397644 0.00254971 0.179896 0.0818243 0.00183739 0.00201947 -0.107446 -0.509382 -0.278613 -0.66159 -0.300168 internal_weight=0 3625 3601 99882 3579 90 43 3489 3400 888 99862 99822 84 99738 399 379 99339 99315 2512 89 53 62 47 internal_count=103507 3625 3601 99882 3579 90 43 3489 3400 888 99862 99822 84 99738 399 379 99339 99315 2512 89 53 62 47 cat_boundaries=0 6 7 cat_threshold=268468224 4227072 256 2056 2147483680 257 2624 is_linear=0 shrinkage=0.01 Tree=916 num_leaves=26 num_cat=4 split_feature=25 3 14 17 2 2 2 10 0 0 16 3 3 2 10 9 25 24 24 19 10 26 10 17 2 split_gain=141014 317148 370127 224952 1.66654e+06 212343 229688 487693 659258 157897 137986 131237 636748 151157 119027 103944 98150.5 868858 81615 77762.3 81846.8 19068.6 15379.1 11722 9547.67 threshold=0 1077.3535000000002 766.49265000000003 439.37528000000003 113.06050000000003 747.71500000000015 381.19000000000005 59.07500000000001 10.847970000000002 1438.4900000000002 1079.5035000000003 68.575000000000017 81.576225000000008 26.311000000000003 245.27500000000003 109.28700000000002 1 2 3 909.65338200000008 483.25025000000005 2022.5000000000002 16.999000000000006 745.16500000000008 1054.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 1 2 2 2 2 2 2 left_child=1 2 5 9 22 6 11 8 -8 10 16 13 -13 -1 -9 24 17 21 -19 20 -18 -2 23 -5 -7 right_child=3 -3 -4 4 -6 15 7 14 -10 -11 -12 12 -14 -15 -16 -17 19 18 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.063947790851133654 0.97275148480227502 -1.2071537065505982 1.2393169628490102 -0.1739789236187935 3.0633387455940251 -1.083920546940395 -0.094442575587782754 -1.0934684810638426 1.6466690842942759 -0.63450218518575041 0.73031876270587637 1.580908431477017 -0.0032551715322139715 -0.27790699268393909 -0.0024738754034042362 -0.055656025886535641 0.00082928979730852365 -0.39039372660555283 -0.028963182850887902 -0.55655807418823244 0.20696088394661641 0.7314461523019351 -0.38129654812812802 0.095687386283168085 -0.77862812125682834 leaf_weight=2564 66 24 22 40 20 21 43 20 44 39 26 27 421 379 20 20 99099 101 161 25 193 65 20 27 20 leaf_count=2564 66 24 22 40 20 21 43 20 44 39 26 27 421 379 20 20 99099 101 161 25 193 65 20 27 20 internal_value=0 -0.0612534 -0.0537862 0.00215411 0.460423 -0.0617349 -0.0515922 0.365934 0.78612 0.00166287 0.00191163 -0.0672294 0.092219 -0.0915015 -0.547971 -0.646689 0.0017217 0.157467 -0.177524 0.00108944 0.00122996 0.792522 -0.137949 -0.0653074 -0.934997 internal_weight=0 3625 3601 99882 107 3579 3518 127 87 99775 99736 3391 448 2943 40 61 99710 393 262 99317 99292 131 87 67 41 internal_count=103507 3625 3601 99882 107 3579 3518 127 87 99775 99736 3391 448 2943 40 61 99710 393 262 99317 99292 131 87 67 41 cat_boundaries=0 6 10 11 12 cat_threshold=268468224 4227072 256 2056 2147483680 257 1073741824 0 4096 134348800 840 22 is_linear=0 shrinkage=0.01 Tree=917 num_leaves=27 num_cat=2 split_feature=25 14 11 2 2 10 5 2 5 1 10 19 8 2 26 5 9 25 5 2 13 10 9 2 26 2 split_gain=138527 269202 225248 217712 232202 436351 279087 465650 222785 187922 177108 127905 120689 189130 172822 127260 134570 101989 165101 144665 128619 99285.1 76564.2 73270.7 62289.3 30504.9 threshold=0 766.49265000000003 1429.7025000000001 654.54975000000002 381.19000000000005 59.07500000000001 606.07650000000001 38.648750000000007 883.10000000000014 252.45450000000002 671.22124000000008 101.3935 901.21050000000014 1054.5000000000002 2022.5000000000002 318.54282000000006 60.867350000000009 1 1424.6500000000003 362.00600000000003 280.30300000000005 553.80150000000015 172.78900000000002 537.86000000000013 2022.5000000000002 1432.0500000000002 decision_type=9 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 left_child=1 3 12 4 6 9 10 8 -8 23 11 -1 13 17 -15 16 -14 19 21 20 -2 -19 24 -6 -5 -16 right_child=2 -3 -4 22 5 -7 7 -9 -10 -11 -12 -13 15 14 25 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=-0.087695016881249435 0.075841828585436755 0.99392247041066484 1.0632475934922696 -0.48065560853842537 1.5039479959422144 -0.53872081995010379 1.8673718131106833 -0.49908883956762462 0.4242646450996399 0.1671781406731441 -0.81418184251496284 0.32482070953815012 -0.46345868656370381 1.0277508006376379 -0.17815581747076728 -1.072308871984482 0.52238949084281916 -0.00019934378801015045 0.84751847661059843 -0.52283385562896723 0.82805422679237695 0.27424141679749342 -0.053111068010330199 0.71717531776428223 -1.1351244673362144 0.32779393874681917 leaf_weight=3151 1946 24 20 33 29 35 23 26 20 29 33 77 45 34 22 20 20 97610 23 40 23 132 20 20 26 26 leaf_count=3151 1946 24 20 33 29 35 23 26 20 29 33 77 45 34 22 20 20 97610 23 40 23 132 20 20 26 26 internal_value=0 -0.0614053 0.00210974 -0.068771 -0.0568616 0.388946 -0.0719896 0.55737 1.19616 0.805207 -0.0853063 -0.077855 0.0018976 0.00221821 0.482277 -0.374753 -0.160121 0.00182367 0.000370594 0.0721744 0.0846285 0.000171287 -0.587811 1.18282 -0.769066 0.0959003 internal_weight=0 3546 99961 3522 3443 113 3330 69 43 78 3261 3228 99941 99856 82 85 65 99774 97765 2009 1969 97742 79 49 59 48 internal_count=103507 3546 99961 3522 3443 113 3330 69 43 78 3261 3228 99941 99856 82 85 65 99774 97765 2009 1969 97742 79 49 59 48 cat_boundaries=0 6 11 cat_threshold=268468224 4227072 256 8 2147483680 257 1073742080 536870914 4096 139591970 1572880 is_linear=0 shrinkage=0.01 Tree=918 num_leaves=25 num_cat=1 split_feature=25 3 14 11 0 0 14 15 0 6 6 8 4 5 16 11 16 4 4 11 5 3 8 6 split_gain=134184 310175 357325 220780 184009 423628 177473 316374 152800 145558 161354 129411 161285 121808 708080 244533 135918 128590 67827.4 66814.2 50969.3 39824.6 16000.4 3026.11 threshold=0 1077.3535000000002 766.49265000000003 1429.7025000000001 6.6497500000000009 11.157000000000002 243.40690000000004 157.55100000000002 1438.4900000000002 396.21550000000008 132.01500000000001 901.21050000000014 147.65000000000003 388.83500000000009 311.24850000000009 8.069386500000002 1079.5035000000003 1086.5100000000002 5.0070000000000006 522.5150000000001 143.79350000000002 180.91300000000004 1117.4100000000001 612.69872000000009 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 8 9 -6 7 -7 11 10 19 13 22 16 15 -15 17 -2 -12 -1 23 -8 -13 -11 right_child=3 -3 -4 -5 5 6 21 -9 -10 20 18 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.10636602106742273 0.002167267144062623 -1.1941711763540905 1.2169845763119784 1.0526151246130466 1.2449149903757819 0.0072531996270370595 -0.76879792330320929 0.85866509779639877 -0.61609573078155522 -0.30682871262232464 0.50336652443057206 -0.41847252774238586 0.34534809502688318 0.20408726031873742 2.0106245681047441 -0.44003170689491378 -0.75073305527369183 -0.48595006165681065 -0.0052033495903015137 -0.58144020879268643 -0.98608896923065192 -0.19996120977401735 -0.76212616647992815 -0.46403302764892579 leaf_weight=2241 99414 24 22 20 29 852 32 46 40 24 61 20 22 306 20 73 24 54 46 30 20 20 42 25 leaf_count=2241 99414 24 22 20 29 852 32 46 40 24 61 20 22 306 20 73 24 54 46 30 20 20 42 25 internal_value=0 -0.061096 -0.0533864 0.00205274 -0.061544 0.0543208 0.0179764 0.0508667 0.00184286 -0.107899 -0.0947618 0.0020901 -0.390251 0.00242002 0.176794 0.0800221 0.00172072 0.00190227 0.284729 -0.112642 -0.560674 -0.550015 -0.65127 -0.387035 internal_weight=0 3472 3448 100035 3426 979 950 898 100015 2447 2378 99975 84 99891 399 379 99492 99468 107 2271 69 52 62 49 internal_count=103507 3472 3448 100035 3426 979 950 898 100015 2447 2378 99975 84 99891 399 379 99492 99468 107 2271 69 52 62 49 cat_boundaries=0 6 cat_threshold=268468224 4227072 256 8 2147483680 1 is_linear=0 shrinkage=0.01 Tree=919 num_leaves=30 num_cat=4 split_feature=25 3 0 0 17 7 6 22 15 0 6 8 8 4 25 24 6 10 5 24 10 10 5 5 8 10 26 17 6 split_gain=133114 304118 232390 1.0032e+06 219792 1.29511e+06 175135 186347 200389 152002 144592 211200 138978 148514 100114 884844 88718.1 86981 596355 80011.5 71242.2 63508.1 49955 47065.6 17588 15810.8 11599.9 4653.08 2965.89 threshold=0 1077.3535000000002 6.6497500000000009 11.157000000000002 439.37528000000003 181.59500000000003 769.5200000000001 65.76900000000002 172.52450000000002 1438.4900000000002 396.21550000000008 619.25400000000013 901.21050000000014 101.17200000000001 1 2 132.01500000000001 483.25025000000005 271.24120000000005 3 450.66846000000004 362.01900000000001 143.79350000000002 41.922000000000004 1117.4100000000001 1.3755000000000004 2022.5000000000002 532.11625000000015 612.69872000000009 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 10 -4 9 25 7 8 -5 12 11 16 14 24 15 26 20 21 -19 -17 -1 -16 28 -18 -14 27 -2 -6 -12 right_child=4 -3 3 6 5 -7 -8 -9 -10 -11 22 -13 13 -15 17 19 23 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=-0.10707099309759194 0.96209971940878658 -1.1822294557094575 1.8777987076441449 -0.020397485227860154 -0.11405406889708147 2.7496483125686644 0.90281229712746369 -0.95473507165908811 0.54756380977915298 -0.62259296930753272 -0.30376042564709982 0.82352663764953615 -0.41428780317306518 0.33558668231964112 0.0014023252310598861 -0.38750425778262249 0.36055136342202465 0.0035188007035425735 1.6886851731936137 -0.029507821045423807 -0.6237436156802707 -0.22148741361423163 -0.97622809410095213 -0.073007280485970633 -0.776003021147193 -0.31918330311775206 0.77239463227135807 0.061462126618081876 -0.45939271011352539 leaf_weight=2305 66 24 30 853 23 20 22 20 67 39 24 25 20 20 99023 101 62 168 24 161 27 128 20 42 41 20 63 44 25 leaf_count=2305 66 24 30 853 23 20 22 20 67 39 24 25 20 20 99023 101 62 168 24 161 27 128 20 42 41 20 63 44 25 internal_value=0 -0.0601935 -0.0527185 0.0770049 0.00206811 0.45505 0.0208471 0.000205339 0.0209649 0.00158292 -0.103582 -0.0909239 0.0018268 -0.412224 0.00216308 0.159852 -0.100309 0.00152619 0.214165 -0.176687 -0.113053 0.00111458 -0.555067 0.18546 -0.657408 -0.0724434 0.806902 0.0012103 -0.383165 internal_weight=0 3546 3522 992 99961 107 962 940 920 99854 2530 2461 99815 81 99734 391 2436 99343 192 262 2332 99151 69 104 61 87 129 67 49 internal_count=103507 3546 3522 992 99961 107 962 940 920 99854 2530 2461 99815 81 99734 391 2436 99343 192 262 2332 99151 69 104 61 87 129 67 49 cat_boundaries=0 6 10 11 12 cat_threshold=268468224 4227072 256 8 2147483680 257 1073741824 0 4096 134348800 840 22 is_linear=0 shrinkage=0.01 Tree=920 num_leaves=17 num_cat=5 split_feature=22 25 1 14 25 24 3 3 2 24 0 25 5 26 1 14 split_gain=235209 143859 123486 109207 105105 665728 184102 127442 102080 99910.1 89058.5 76871.8 71641.7 44757.5 8419.36 4259.42 threshold=550.81750000000011 0 1083.8250000000003 766.49265000000003 1 2 471.50829000000004 1439.8675000000001 266.22500000000008 3 75.328920000000011 4 96.211500000000015 2022.5000000000002 1449.0631000000001 1018.0250000000002 decision_type=2 9 2 2 9 1 2 2 2 1 2 9 2 2 2 2 left_child=1 13 3 4 5 6 -3 11 10 -7 14 -6 15 -1 -4 -5 right_child=-2 2 8 12 7 9 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.53601358078420158 0.96901176490783703 0.42335309197079246 -0.25569774457386563 -0.45178283522205964 -0.037162292292033307 0.050681659868586131 -0.5138698746941307 0.52526688596476678 -0.89645848660469063 -0.25332812801047938 0.31835325873815096 0.0008850370436978049 0.12955690123818137 -0.16202542196027936 -0.49314178884029392 -0.61755405218370496 leaf_weight=64 25 443 28 31 5609 161 22 46 25 325 26 96654 22 64 32 31 leaf_count=64 25 443 28 31 5609 161 22 46 25 325 26 96654 22 64 32 31 internal_value=0 -0.00107264 -0.000642082 -0.000284087 9.10808e-06 0.104102 0.371032 -0.000968553 -0.334003 -0.153626 -0.170499 -0.00120536 -0.360705 -0.323728 -0.382335 -0.534668 internal_weight=0 103583 103455 103344 103260 951 465 102309 111 486 86 102263 84 128 60 62 internal_count=103608 103583 103455 103344 103260 951 465 102309 111 486 86 102263 84 128 60 62 cat_boundaries=0 4 9 10 11 17 cat_threshold=0 0 0 131072 1073741824 2 4096 1048578 2147483680 3341 144 605028352 8421376 134217856 2162696 34160650 3 is_linear=0 shrinkage=0.01 Tree=921 num_leaves=16 num_cat=3 split_feature=22 25 1 14 25 3 8 5 2 0 25 5 26 1 14 split_gain=230529 140996 121029 107034 102972 124906 102095 103621 100049 87286.2 75353 70216 43866.8 8251.82 4174.65 threshold=550.81750000000011 0 1083.8250000000003 766.49265000000003 1 1439.8675000000001 5.0070000000000006 518.47500000000002 266.22500000000008 75.328920000000011 2 96.211500000000015 2022.5000000000002 1449.0631000000001 1018.0250000000002 decision_type=2 9 2 2 9 2 2 2 2 2 9 2 2 2 2 left_child=1 12 3 4 6 10 7 -3 9 13 -6 14 -1 -4 -5 right_child=-2 2 8 11 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.53065344730392094 0.95932165832519534 0.14002418686115622 -0.25314077155930653 -0.44726500295823618 -0.037229680455345922 0.52001421057659647 -0.44235949379025086 -0.5705998089199974 -0.88749386682510378 0.31516972459279574 0.00085124285058075372 0.12826132600957699 -0.16040516879409553 -0.488210363984108 -0.61137851099814133 leaf_weight=64 25 897 28 31 5481 46 33 21 25 26 96782 22 64 32 31 leaf_count=64 25 897 28 31 5481 46 33 21 25 26 96782 22 64 32 31 internal_value=0 -0.00106215 -0.000635892 -0.000281477 8.78571e-06 -0.000958903 0.10304 0.123768 -0.330663 -0.168794 -0.00119334 -0.357098 -0.320491 -0.378511 -0.529322 internal_weight=0 103583 103455 103344 103260 102309 951 918 111 86 102263 84 128 60 62 internal_count=103608 103583 103455 103344 103260 102309 951 918 111 86 102263 84 128 60 62 cat_boundaries=0 4 9 15 cat_threshold=0 0 0 131072 1073741824 2 4096 1048578 2147483680 68157440 8421376 134217856 2162696 34160650 3 is_linear=0 shrinkage=0.01 Tree=922 num_leaves=16 num_cat=2 split_feature=22 25 1 14 25 16 8 5 2 0 5 10 26 1 14 split_gain=225941 138190 118620 104904 100923 112651 100063 101559 98057.6 85549.2 68818.8 65846 42993.9 8087.61 4091.58 threshold=550.81750000000011 0 1083.8250000000003 766.49265000000003 1 1079.5035000000003 5.0070000000000006 518.47500000000002 266.22500000000008 75.328920000000011 96.211500000000015 1092.2834 2022.5000000000002 1449.0631000000001 1018.0250000000002 decision_type=2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 12 3 4 6 11 7 -3 9 13 14 -6 -1 -4 -5 right_child=-2 2 8 10 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.52534690596163269 0.94972847845554353 0.13862394798027899 -0.25060935701642717 -0.44279235686025309 -0.001322346613999748 0.58322130261045513 -0.43793590451731823 -0.56489380473182316 -0.87861893596649165 0.31201802299572873 0.12697872768748891 0.34796458385608814 -0.15880111600388774 -0.48332826882600788 -0.60526473729841168 leaf_weight=64 25 897 28 31 102222 33 33 21 25 26 22 54 64 32 31 leaf_count=64 25 897 28 31 102222 33 33 21 25 26 22 54 64 32 31 internal_value=0 -0.00105156 -0.000629569 -0.000278698 8.66261e-06 -0.00094935 0.102009 0.12253 -0.327356 -0.167106 -0.353527 -0.00113793 -0.317286 -0.374726 -0.524029 internal_weight=0 103583 103455 103344 103260 102309 951 918 111 86 84 102276 128 60 62 internal_count=103608 103583 103455 103344 103260 102309 951 918 111 86 84 102276 128 60 62 cat_boundaries=0 4 9 cat_threshold=0 0 0 131072 1073741824 2 4096 1048578 2147483680 is_linear=0 shrinkage=0.01 Tree=923 num_leaves=18 num_cat=5 split_feature=22 25 1 14 25 24 7 3 4 24 25 5 3 26 1 14 26 split_gain=221445 135440 116260 102816 98914.6 651641 181347 122266 138868 97575.2 73969.7 67449.2 63001.4 42138.3 18983.9 4010.15 847.392 threshold=550.81750000000011 0 1083.8250000000003 766.49265000000003 1 2 5.0070000000000006 1439.8675000000001 6.658744500000001 3 4 96.211500000000015 46.190000000000005 2022.5000000000002 1449.0631000000001 1018.0250000000002 2022.5000000000002 decision_type=2 9 2 2 9 1 2 2 2 1 9 2 2 2 2 2 2 left_child=1 13 3 4 5 6 -3 10 -9 -7 -6 15 14 -1 16 -5 -4 right_child=-2 2 12 11 7 9 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.52009344749152664 0.9402312002360822 0.42292394324898447 -0.27240190664927166 -0.43836444670154201 -0.028144320122131056 0.04811505997738643 -0.40723689360277993 1.0405478286743164 -0.059376144842668017 -0.2525136880429823 0.0015096108929859922 0.12570891813798385 0.14192239885744842 -0.15721310494933277 -0.61051304279229579 -0.59921207647169783 -0.35559063949584963 leaf_weight=64 25 437 24 31 9238 161 28 24 22 325 93025 22 23 64 39 31 25 leaf_count=64 25 437 24 31 9238 161 28 24 22 325 93025 22 23 64 39 31 25 internal_value=0 -0.00104104 -0.000623273 -0.000275911 8.57611e-06 0.100989 0.365084 -0.000939856 0.514497 -0.153961 -0.0011718 -0.349991 -0.324083 -0.314113 -0.44588 -0.518788 -0.314845 internal_weight=0 103583 103455 103344 103260 951 465 102309 46 486 102263 84 111 128 88 62 49 internal_count=103608 103583 103455 103344 103260 951 465 102309 46 486 102263 84 111 128 88 62 49 cat_boundaries=0 4 9 10 11 17 cat_threshold=0 0 0 131072 1073741824 2 4096 1048578 2147483680 3341 144 873594944 8430592 138952832 2688008 34160654 539 is_linear=0 shrinkage=0.01 Tree=924 num_leaves=16 num_cat=3 split_feature=22 25 1 14 25 2 24 7 0 2 0 5 26 1 14 split_gain=217038 132744 113946 100770 97403.8 792566 242599 119536 121435 96480.3 83356.8 66107 41299.7 7777.87 3930.35 threshold=550.81750000000011 0 1083.8250000000003 766.49265000000003 1 747.71500000000015 2 1449.0631000000001 883.10000000000014 266.22500000000008 75.328920000000011 96.211500000000015 2022.5000000000002 1449.0631000000001 1018.0250000000002 decision_type=2 9 2 2 9 2 1 2 2 2 2 2 2 2 2 left_child=1 12 3 4 5 6 -3 8 -6 10 13 14 -1 -4 -5 right_child=-2 2 9 11 7 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.51489250212907789 0.93082890610694891 0.16824334287075768 -0.24511127505983626 -0.43398079026129938 -0.0022127418725748026 1.8594801700115204 -0.0077184734651827881 -0.64391236283655828 0.29146543015296578 -0.86765292940139771 0.31105917169497566 0.12445182366804643 -0.15564097373047844 -0.47333039581775666 -0.59321995448681619 leaf_weight=64 25 1040 28 31 98935 24 3091 29 141 25 26 22 64 32 31 leaf_count=64 25 1040 28 31 98935 24 3091 29 141 25 26 22 64 32 31 internal_value=0 -0.00103086 -0.000617263 -0.000273375 8.26649e-06 0.0473825 0.0369694 -0.00198249 -0.00179479 -0.320842 -0.161885 -0.346491 -0.310972 -0.366828 -0.5136 internal_weight=0 103583 103455 103344 103260 4155 4131 99105 99076 111 86 84 128 60 62 internal_count=103608 103583 103455 103344 103260 4155 4131 99105 99076 111 86 84 128 60 62 cat_boundaries=0 4 9 10 cat_threshold=0 0 0 131072 1073742080 130 4096 235938082 2281701408 3328 is_linear=0 shrinkage=0.01 Tree=925 num_leaves=20 num_cat=4 split_feature=25 24 22 25 14 8 2 2 5 16 14 24 2 7 3 1 2 26 26 split_gain=276087 189092 143088 103012 235769 198895 480151 1.51457e+06 327331 173787 139962 96844 253002 156162 91837.3 74898.9 54097.9 5972.21 4259.93 threshold=0 1 550.81750000000011 2 766.49265000000003 19.646625000000004 51.871000000000009 57.433500000000009 606.07650000000001 1079.5035000000003 873.74500000000012 3 381.19000000000005 30.531500000000005 1439.8675000000001 891.44875000000013 29.542500000000004 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 18 3 4 5 6 8 -8 -2 10 14 13 -13 -7 15 -5 -12 -3 -1 right_child=2 17 -4 9 -6 11 7 -9 -10 -11 16 12 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.71603507552828105 0.016604754876294897 -0.023405827719174072 0.7729008715351422 -0.0019145396974483203 0.81566503634819609 -0.15646528451066269 2.4887450781176166 0.20897736149314991 0.82199399327530587 0.83181193695068356 -0.25274804615057433 -0.13454293359504191 -0.91900496280711641 0.37098308231053728 -0.62030294020970667 0.27468066070152786 -0.94452708196640023 -0.14170013308525087 -0.59571110956130491 leaf_weight=56 4795 89 24 96760 39 152 31 486 51 25 26 387 46 89 24 98 20 82 62 leaf_count=56 4795 89 24 96760 39 152 31 486 51 25 26 387 46 89 24 98 20 82 62 internal_value=0 -0.30346 0.000850183 0.000670421 0.0405782 0.0356382 0.0559865 0.345675 0.0250808 -0.00183458 -0.00204978 -0.126272 -0.212962 0.0367919 -0.00178794 -0.00163468 -0.553522 -0.0757046 -0.601813 internal_weight=0 289 103053 103029 6076 6037 5363 517 4846 96953 96928 674 433 241 96882 96858 46 171 118 internal_count=103342 289 103053 103029 6076 6037 5363 517 4846 96953 96928 674 433 241 96882 96858 46 171 118 cat_boundaries=0 5 6 12 13 cat_threshold=1073741824 0 0 0 2147483648 2126 33024 549453952 258 207782186 16418 1 817 is_linear=0 shrinkage=0.01 Tree=926 num_leaves=13 num_cat=1 split_feature=22 11 24 6 6 11 19 2 11 19 3 20 split_gain=140561 162404 92392.3 333912 224984 196795 196920 170565 132411 107312 89780.8 66123.4 threshold=550.81750000000011 1429.7025000000001 0 1070.9310000000003 1424.6500000000003 901.21050000000014 382.22200000000004 1054.5000000000002 901.21050000000014 1018.0250000000002 1439.8675000000001 10.008999999999999 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 8 6 7 -1 9 10 -4 -8 right_child=-2 -3 4 -5 -6 -7 11 -9 -10 -11 -12 -13 leaf_value=0.010431244745795513 0.76517184476057698 -0.74844257009440451 -0.0059733063668246994 1.3051024516820908 -0.80824464566367016 0.86601811188238642 1.0681658493388784 0.7647821195920308 -0.58879955167953779 -0.73835101729631425 0.56039793457303733 0.29284546787088572 leaf_weight=34365 24 29 68681 20 35 27 22 30 39 20 28 22 leaf_count=34365 24 29 68681 20 35 27 22 30 39 20 28 22 internal_value=0 -0.000207564 2.51429e-06 0.0133592 -0.00669322 0.0126135 0.0119445 0.0110892 -0.00628623 -0.00595569 -0.0057425 0.680506 internal_weight=0 103318 103289 34486 68803 34466 34439 34395 68768 68729 68709 44 internal_count=103342 103318 103289 34486 68803 34466 34439 34395 68768 68729 68709 44 cat_boundaries=0 1 cat_threshold=1043 is_linear=0 shrinkage=0.01 Tree=927 num_leaves=28 num_cat=4 split_feature=25 24 7 2 2 7 0 1 25 14 8 2 24 4 4 16 2 26 9 0 8 10 1 2 26 26 3 split_gain=270374 185286 96761.1 266640 196991 970740 281419 251060 150183 257960 262123 458060 99709.3 83184.8 94394.1 81690 76099.9 121639 61217.4 96109.6 60351.7 76071.2 85882.2 53193 5850.65 4195.18 4148.24 threshold=0 1 769.5200000000001 537.86000000000013 747.71500000000015 326.45950000000005 160.41850000000002 352.68673250000012 2 766.49265000000003 19.646625000000004 51.871000000000009 3 678.11800000000005 553.21400000000006 1079.5035000000003 1432.0500000000002 2022.5000000000002 21.826000000000004 174.76450000000003 422.73350000000011 36.122500000000009 21.000235000000004 3.2737500000000006 2022.5000000000002 2022.5000000000002 5.9884000000000013 decision_type=9 1 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 25 4 20 8 6 16 -8 9 10 11 -2 -12 14 15 -10 17 -6 19 -15 21 22 26 -16 -3 -1 -4 right_child=2 24 3 -5 5 -7 7 -9 13 -11 12 -13 -14 18 23 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.70885014568056381 0.044932248398727073 -0.023091948661911357 -0.15028665327664578 -1.2632372312112288 0.79298838919781633 2.2472958456951639 -1.388487760370428 0.15956989693641663 -0.0018241349428151754 1.0537978781186619 0.096440673798975279 0.40637222845548343 -0.21990708350026331 -0.2056843705543063 0.67708348274230956 0.62194098427182154 -0.14129591017961501 0.10581486956069344 0.227552325183695 -0.95859882627214699 0.42609833288192744 -0.64840118770415966 0.51165059512311761 0.029373626595451716 -0.14017611074738387 -0.58944410743251918 -0.3146838057041168 leaf_weight=56 3002 89 66 22 47 23 22 20 98499 26 127 397 420 88 32 21 32 57 22 21 20 26 22 21 82 62 20 leaf_count=56 3002 89 66 22 47 23 22 20 98499 26 127 397 420 88 32 21 32 57 22 21 20 26 22 21 82 62 20 internal_value=0 -0.300304 0.000841627 -0.233432 0.0012425 0.313995 0.064186 -0.651317 0.000630251 0.0608406 0.0544523 0.0871481 -0.148716 -0.00179869 -0.00146421 -0.00169118 0.28515 0.416364 -0.253623 -0.350741 -0.0863165 -0.162796 -0.0458915 0.420444 -0.0748598 -0.595634 -0.188519 internal_weight=0 289 103053 176 102877 201 178 42 102676 3972 3946 3399 547 98704 98573 98520 136 104 131 109 154 134 108 53 171 118 86 internal_count=103342 289 103053 176 102877 201 178 42 102676 3972 3946 3399 547 98704 98573 98520 136 104 131 109 154 134 108 53 171 118 86 cat_boundaries=0 5 6 12 13 cat_threshold=1073741824 0 0 0 2147483648 2126 32768 536870912 258 140640554 16416 1 784 is_linear=0 shrinkage=0.01 Tree=928 num_leaves=16 num_cat=4 split_feature=25 24 22 11 25 14 24 2 5 16 14 10 2 26 26 split_gain=264993 181599 137256 148232 107700 234401 199370 857923 196730 167864 115940 73947.1 64057.7 5734.22 4111.69 threshold=0 1 550.81750000000011 1429.7025000000001 2 766.49265000000003 3 54.445500000000003 53.216750000000005 1079.5035000000003 873.74500000000012 72.966400000000021 29.542500000000004 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 9 2 1 2 2 2 2 2 2 2 2 left_child=1 14 3 4 5 6 7 -2 -8 10 11 -6 -12 -3 -1 right_child=2 13 -4 -5 9 -7 8 -9 -10 -11 12 -13 -14 -15 -16 leaf_value=-0.70176164456776202 0.05447359491962904 -0.022861021713594373 0.75698633859554931 -0.74019733570240165 -0.0029282307906133343 0.82470529204920728 0.026090453820125689 0.8266654867415103 -0.18846981229315118 0.81761161422729489 -0.16681187229851882 0.059771831597998898 -0.93309883254766468 -0.13877435048905815 -0.58354966617399651 leaf_weight=56 1353 89 24 27 94952 38 4032 161 478 25 24 1919 20 82 62 leaf_count=56 1353 89 24 27 94952 38 4032 161 478 25 24 1919 20 82 62 internal_value=0 -0.297301 0.00083309 0.00065703 0.000851231 0.0417067 0.0368367 0.135693 0.00334251 -0.00170773 -0.00191926 -0.00168615 -0.515124 -0.0741112 -0.589678 internal_weight=0 289 103053 103029 103002 6062 6024 1514 4510 96940 96915 96871 44 171 118 internal_count=103342 289 103053 103029 103002 6062 6024 1514 4510 96940 96915 96871 44 171 118 cat_boundaries=0 5 6 12 13 cat_threshold=1073741824 0 0 0 2147483648 2126 33024 549453952 258 207782186 16418 1 1034 is_linear=0 shrinkage=0.01 Tree=929 num_leaves=14 num_cat=1 split_feature=22 11 24 11 3 2 1 11 7 1 16 3 2 split_gain=134832 155656 90336.9 192549 171807 210387 156943 129632 86734 211024 99720.5 117877 38186.2 threshold=550.81750000000011 1429.7025000000001 0 901.21050000000014 1439.8675000000001 1054.5000000000002 46.223500000000008 901.21050000000014 769.5200000000001 211.31080500000004 1079.5035000000003 888.10000000000014 132.27250000000004 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 10 12 11 -4 -10 right_child=-2 -3 7 -5 -6 -7 -8 -9 9 -11 -12 -13 -14 leaf_value=0.007848457374009082 0.74941653052965806 -0.73272845720422686 -0.0056275077740055891 0.85736126943870827 -0.91402056407928467 0.86447747230529792 0.11318203896422099 -0.58298838832439526 0.015290736056864263 -1.1850945208186194 0.53561281260322124 -0.37825438701405245 -0.47324182415008542 leaf_weight=32932 24 29 68524 27 20 29 1478 39 80 21 34 85 20 leaf_count=32932 24 29 68524 27 20 29 1478 39 80 21 34 85 20 internal_value=0 -0.000203137 2.53078e-06 0.0132098 0.0125522 0.0130903 0.0123728 -0.0066183 -0.00629237 -0.27379 -0.00582084 -0.00608916 -0.0824158 internal_weight=0 103318 103289 34486 34459 34439 34410 68803 68764 121 68643 68609 100 internal_count=103342 103318 103289 34486 34459 34439 34410 68803 68764 121 68643 68609 100 cat_boundaries=0 1 cat_threshold=1043 is_linear=0 shrinkage=0.01 Tree=930 num_leaves=14 num_cat=4 split_feature=11 22 25 24 26 8 4 16 7 25 24 6 26 split_gain=157709 141592 119032 824521 593587 141575 120734 228946 220529 125852 215685 107901 41627.5 threshold=1429.7025000000001 550.81750000000011 0 1 2022.5000000000002 1449.0631000000001 522.5150000000001 130.83450000000002 419.53500000000003 2 3 1424.6500000000003 2022.5000000000002 decision_type=2 2 9 1 2 2 2 2 2 9 1 2 2 left_child=1 2 3 4 -1 6 9 8 -8 10 -4 -11 -5 right_child=-2 -3 5 12 -6 -7 7 -9 -10 11 -12 -13 -14 leaf_value=1.6779583175365742 0.72628056828180942 -0.6975259205390667 0.20107841979625615 -0.47315230984347212 0.22378963454824979 0.65566087780576765 -0.17228694258289534 0.58767992679561887 -1.0016523726781208 0.0017972040270466763 -0.27894828746716183 0.61186004342703981 -0.13724104810601626 leaf_weight=52 30 29 119 70 61 33 293 35 36 102556 362 29 78 leaf_count=52 30 29 119 70 61 33 293 35 36 102556 362 29 78 internal_value=0 0.00112523 0.00132056 0.210626 0.820366 0.000772128 0.000563256 -0.181238 -0.263038 0.00120533 -0.158513 0.00196947 -0.277376 internal_weight=0 103753 103724 261 113 103463 103430 364 329 103066 481 102585 148 internal_count=103783 103753 103724 261 113 103463 103430 364 329 103066 481 102585 148 cat_boundaries=0 5 6 12 13 cat_threshold=0 0 0 131072 2147483680 3156 1073741824 0 0 0 0 1 2432 is_linear=0 shrinkage=0.01 Tree=931 num_leaves=14 num_cat=2 split_feature=11 22 1 25 25 12 2 16 2 2 26 26 26 split_gain=154571 138775 117626 134974 109031 94255.5 88447.3 87822.1 96348.7 24089.4 25487.2 10262 4616.58 threshold=1429.7025000000001 550.81750000000011 1083.8250000000003 0 1 29.542500000000004 8.3370000000000015 1079.5035000000003 1432.0500000000002 48.856000000000009 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 9 2 2 2 2 2 2 2 2 left_child=1 2 3 11 9 6 12 8 -6 10 -5 -1 -4 right_child=-2 -3 5 4 7 -7 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.4415740598481277 0.71901774735376234 -0.69055066503327467 -0.20371131730802131 -0.058231316271077194 0.0019907848001955533 0.25331067589196293 -1.0106959040268608 0.51012626872343181 -0.51543438699510358 -0.47581416652316139 -0.20060472788773184 0.25925109819932418 -0.37665320725276552 leaf_weight=58 30 29 33 249 102899 22 23 34 36 21 254 66 29 leaf_count=58 30 29 33 249 102899 22 23 34 36 21 254 66 29 internal_value=0 0.0011139 0.00130728 0.00164949 0.00123855 -0.33008 -0.481076 0.00197748 0.00180982 -0.141283 -0.130126 0.31882 -0.284603 internal_weight=0 103753 103724 103617 103493 107 85 102969 102935 524 503 124 62 internal_count=103783 103753 103724 103617 103493 107 85 102969 102935 524 503 124 62 cat_boundaries=0 5 11 cat_threshold=0 0 0 0 2147483680 1073742080 0 0 134217728 0 1 is_linear=0 shrinkage=0.01 Tree=932 num_leaves=13 num_cat=3 split_feature=11 22 1 8 25 25 24 16 3 0 26 26 split_gain=151495 136013 115286 132370 140139 105114 176021 138926 97172.5 41335 21843.5 13031.3 threshold=1429.7025000000001 550.81750000000011 1083.8250000000003 1449.0631000000001 0 1 2 1079.5035000000003 46.190000000000005 227.10500000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 9 9 1 2 2 2 2 2 left_child=1 2 3 4 11 6 -6 -7 9 10 -4 -1 right_child=-2 -3 8 -5 5 7 -8 -9 -10 -11 -12 -13 leaf_value=0.46307148314358898 0.71182757262388863 -0.68364515871837228 -0.1637807215963091 0.6254886632807114 0.036717235449756677 0.0017866609351292048 -0.23454248758453516 0.68239015706380213 0.19195240025167112 -0.88285621461414154 -0.54910569667816167 0.25665858550505205 leaf_weight=57 30 29 28 34 463 102481 486 30 27 21 31 66 leaf_count=57 30 29 28 34 463 102481 486 30 27 21 31 66 internal_value=0 0.00110276 0.00129421 0.00163299 0.00142822 0.00101097 -0.103197 0.00198565 -0.326779 -0.501851 -0.36624 0.325824 internal_weight=0 103753 103724 103617 103583 103460 949 102511 107 80 59 123 internal_count=103783 103753 103724 103617 103583 103460 949 102511 107 80 59 123 cat_boundaries=0 5 11 12 cat_threshold=0 0 0 0 2147483680 1073742080 0 0 134250496 0 1 2980 is_linear=0 shrinkage=0.01 Tree=933 num_leaves=12 num_cat=0 split_feature=11 22 1 8 3 4 16 8 2 2 1 split_gain=148480 133306 112991 129736 95238.8 69652.8 247104 229674 78178.5 97851.2 3587.19 threshold=1429.7025000000001 550.81750000000011 1083.8250000000003 1449.0631000000001 46.190000000000005 522.5150000000001 130.83450000000002 483.25025000000005 1432.0500000000002 1054.5000000000002 1449.0631000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 10 8 7 -7 9 -1 -4 right_child=-2 -3 4 -5 -6 6 -8 -9 -10 -11 -12 leaf_value=0.0018464910437408519 0.70470927882194523 -0.67680870631645462 -0.43152400551772702 0.61923377485836262 0.19003287615599454 -0.14715112927733667 0.72964383394022791 -1.2054639595205134 -0.45769008391612281 0.44882659639631001 -0.56549106365595114 leaf_weight=103143 30 29 41 34 27 302 30 22 37 49 39 leaf_count=103143 30 29 41 34 27 302 30 22 37 49 39 internal_value=0 0.00109154 0.00128108 0.00161647 -0.323512 0.00141375 -0.138617 -0.219012 0.00189395 0.00205874 -0.496833 internal_weight=0 103753 103724 103617 107 103583 354 324 103229 103192 80 internal_count=103783 103753 103724 103617 107 103583 354 324 103229 103192 80 is_linear=0 shrinkage=0.01 Tree=934 num_leaves=15 num_cat=4 split_feature=11 22 25 24 26 8 4 12 14 10 25 24 6 26 split_gain=145526 130654 113299 835695 829472 133928 116304 264062 233836 130457 119474 209952 105892 81096.6 threshold=1429.7025000000001 550.81750000000011 0 1 2022.5000000000002 1449.0631000000001 522.5150000000001 256.18250000000006 44.977500000000013 97.217500000000015 2 3 1424.6500000000003 2022.5000000000002 decision_type=2 2 9 1 2 2 2 2 2 2 9 1 2 2 left_child=1 2 3 4 -1 6 10 8 -8 -9 11 -4 -12 -5 right_child=-2 -3 5 13 -6 -7 7 9 -10 -11 12 -13 -14 -15 leaf_value=1.8776315480349015 0.69766221769650782 -0.67004060975436508 0.20018484902936359 -0.53279596245452143 0.13046513053237416 0.6376891280665542 -0.18903412692983385 1.133729817390442 -1.0783764535730536 0.068149308628506128 0.0017341075679428025 -0.27328710091049951 0.6060915509585677 -0.069049035005080403 leaf_weight=49 30 29 119 73 61 33 284 20 33 27 102556 362 29 78 leaf_count=49 30 29 119 73 61 33 284 20 33 27 102556 362 29 78 internal_value=0 0.00108063 0.00126826 0.20547 0.833019 0.000733207 0.000530053 -0.177905 -0.281616 0.521588 0.00116024 -0.154458 0.00190477 -0.275031 internal_weight=0 103753 103724 261 110 103463 103430 364 317 47 103066 481 102585 151 internal_count=103783 103753 103724 261 110 103463 103430 364 317 47 103066 481 102585 151 cat_boundaries=0 5 6 12 13 cat_threshold=0 0 0 131072 2147483680 3172 1073741824 0 0 0 0 1 2432 is_linear=0 shrinkage=0.01 Tree=935 num_leaves=24 num_cat=1 split_feature=3 4 12 1 5 25 2 2 1 0 0 1 13 14 5 13 4 10 26 4 13 4 13 split_gain=112489 100621 453927 168262 89154 84874.5 403991 185573 348072 154146 152635 121729 204418 107104 104896 69583.6 61098.5 80777.3 18295.4 12620.9 9375.36 5256.38 98.9701 threshold=1439.8675000000001 904.34825000000012 40.059500000000007 52.897896500000009 79.530000000000015 0 1054.5000000000002 873.74500000000012 602.65050000000008 1438.4900000000002 297.71250000000003 602.65050000000008 151.71240000000003 766.49265000000003 0.79350000000000021 2.6275000000000004 22.184000000000005 2.6275000000000004 2022.5000000000002 1468.3681000000001 207.31054000000003 123.14910000000002 116.8379 decision_type=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=1 5 3 4 19 6 15 9 10 11 14 13 -13 -7 -9 16 17 -1 -2 -3 22 -18 -17 right_child=18 2 -4 -5 -6 7 -8 8 -10 -11 -12 12 -14 -15 -16 20 21 -19 -20 -21 -22 -23 -24 leaf_value=0.064711281535259763 0.23410707426071167 -0.020220675028505778 1.6634445021152495 -0.59849509254578626 0.84631461834907529 -0.0014657965224397088 1.3676518175912942 -0.22210894025740074 0.81705972576141361 0.60419283526284351 -1.4087794895172119 -0.31215504962633545 0.74319227695465084 0.41098399268256297 -1.0275662389126692 -0.14224896274629187 -0.089821194057111392 -0.18479812978815152 0.62204270470526912 0.27544357993386009 -0.32230633870149272 -0.20521541050502234 -0.11862426261901857 leaf_weight=3338 20 42 20 31 20 99028 23 61 20 42 20 223 20 63 22 61 81 135 31 22 39 77 25 leaf_count=3338 20 42 20 31 20 99028 23 61 20 42 20 223 20 63 22 61 81 135 31 22 39 77 25 internal_value=0 0.000149439 0.27298 0.0311603 0.263533 -0.000207192 0.0462456 -0.00197593 -0.390159 -0.00149567 -0.62457 -0.00175176 -0.225295 -0.00120357 -0.435604 0.0382771 0.0462631 0.0550125 0.469911 0.0814139 -0.193702 -0.146058 -0.135381 internal_weight=0 103413 135 115 84 103278 3779 99499 123 99376 103 99334 243 99091 83 3756 3631 3473 51 64 125 158 86 internal_count=103464 103413 135 115 84 103278 3779 99499 123 99376 103 99334 243 99091 83 3756 3631 3473 51 64 125 158 86 cat_boundaries=0 6 cat_threshold=256 541065346 8 233768 2147500048 128 is_linear=0 shrinkage=0.01 Tree=936 num_leaves=13 num_cat=0 split_feature=22 3 11 26 6 1 1 4 8 4 4 26 split_gain=161520 110343 89614.3 65813.2 233557 126880 204311 173723 96156.7 256368 136914 17931.3 threshold=550.81750000000011 1439.8675000000001 1429.7025000000001 2022.5000000000002 1070.9310000000003 383.96180000000004 365.42300000000006 522.5150000000001 1449.0631000000001 1468.3681000000001 1086.5100000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 9 10 -5 -3 right_child=-2 11 -4 8 -6 7 -8 -9 -10 -11 -12 -13 leaf_value=0.008291466056332835 0.80407220726013184 0.23176597762107851 -0.54651467843850454 -0.0081411344502056587 0.92114158936909263 -0.12944754970773684 0.8075838541984558 -1.0522017720612613 0.52374887578627649 -1.0415254735946655 0.66761406040191651 0.61582226399452455 leaf_weight=51387 25 20 30 51520 28 281 32 22 34 24 30 31 leaf_count=51387 25 20 30 51520 28 281 32 22 34 24 30 31 internal_value=0 0.000182943 -4.64503e-05 0.000112164 0.00808087 0.00758658 0.0087889 -0.196446 -0.00787847 -0.00822894 -0.00774787 0.465212 internal_weight=0 103439 103388 103358 51750 51722 51419 303 51608 51574 51550 51 internal_count=103464 103439 103388 103358 51750 51722 51419 303 51608 51574 51550 51 is_linear=0 shrinkage=0.01 Tree=937 num_leaves=14 num_cat=0 split_feature=22 3 11 26 10 1 1 1 8 2 1 1 26 split_gain=158306 108147 87830.9 64503.5 399267 109953 108253 108168 94243.2 57638.5 222570 173510 17574.4 threshold=550.81750000000011 1439.8675000000001 1429.7025000000001 2022.5000000000002 522.5150000000001 383.96180000000004 205.81150000000002 414.53600000000012 1449.0631000000001 153.80460000000002 169.65250000000003 383.96180000000004 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 9 11 -11 -5 -3 right_child=-2 12 -4 8 -6 7 -8 -9 -10 10 -12 -13 -14 leaf_value=0.0071911598509577434 0.79603142757415768 0.22944835829734803 -0.54104954151312512 -0.0078848052511600372 1.246898344388375 -0.76311391139852591 0.16954957508954452 -0.12098801065358249 0.51851138760061821 -0.0069041308804182067 -0.35717109769192329 0.25780722660333039 0.60966402330706193 leaf_weight=51006 25 20 30 50225 26 29 414 275 34 873 229 247 31 leaf_count=51006 25 20 30 50225 26 29 414 275 34 873 229 247 31 internal_value=0 0.000181113 -4.59857e-05 0.000111042 0.00800006 0.00737731 0.00849836 -0.182243 -0.00779968 -0.00814665 -0.079691 -0.00658456 0.46056 internal_weight=0 103439 103388 103358 51750 51724 51420 304 51608 51574 1102 50472 51 internal_count=103464 103439 103388 103358 51750 51724 51420 304 51608 51574 1102 50472 51 is_linear=0 shrinkage=0.01 Tree=938 num_leaves=27 num_cat=6 split_feature=22 3 25 24 25 26 4 2 10 26 25 9 9 25 2 26 14 14 15 5 25 4 6 2 26 2 split_gain=155156 105995 81597.1 319402 310685 493930 234657 155216 158497 184285 142766 143048 254625 121419 101173 88486.6 83452.6 124620 139388 81770.1 80727.9 71216.1 69249.9 22677.1 17224.7 6836.45 threshold=550.81750000000011 1439.8675000000001 0 1 2 2022.5000000000002 4.4316985000000004 873.74500000000012 4.4150000000000009 2022.5000000000002 3 13.247000000000002 155.268 4 39.370000000000012 2022.5000000000002 873.74500000000012 650.34950000000015 4.402000000000001 55.790000000000013 5 48.500870000000006 612.69872000000009 1054.5000000000002 2022.5000000000002 1432.0500000000002 decision_type=2 2 9 1 9 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 14 6 -6 16 9 23 15 20 -13 -7 19 -5 17 22 -19 -1 -12 -18 -4 -9 -3 -11 right_child=-2 24 7 10 5 13 -8 8 -10 25 11 12 -14 -15 -16 -17 21 18 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.034804563675295802 0.78807118473052984 0.22715387582778931 -0.0018374085078915034 -0.43297710754343721 0.80925876984398482 -0.16587698351319244 -0.27460458755493167 -0.3324162921905518 -1.0174414396286011 0.18119932735407793 -0.045804689658124273 0.79198021534950502 -0.16715293469429018 0.26563388171770891 -0.56776782777574331 -0.058014905331226496 -0.10935708902776242 1.147571888923645 0.0060929138764091164 0.68711130237579343 0.063392392133022529 -0.87003470134735117 0.17782710216766182 -0.7701179629358752 0.6035674088616525 0.42513049208279696 leaf_weight=491 25 20 98796 122 217 113 22 20 28 27 1630 62 50 131 27 130 32 20 23 20 1143 20 215 29 31 20 leaf_count=491 25 20 98796 122 217 113 22 20 28 27 1630 62 50 131 27 130 32 20 23 20 1143 20 215 29 31 20 internal_value=0 0.000179302 -4.55259e-05 0.0432996 0.196044 0.378538 0.709489 -0.00186598 -0.355444 -0.162362 -0.00687902 0.0133737 0.363796 0.0698832 0.0282875 -0.230401 -0.00142377 -0.00121352 0.537013 0.0603352 -0.000731433 -0.401925 -0.00144727 -0.591464 0.455954 0.285 internal_weight=0 103439 103388 4158 1021 483 239 99230 124 96 3137 2885 112 244 538 252 99106 99054 43 511 2773 52 99011 49 51 47 internal_count=103464 103439 103388 4158 1021 483 239 99230 124 96 3137 2885 112 244 538 252 99106 99054 43 511 2773 52 99011 49 51 47 cat_boundaries=0 6 7 13 18 22 28 cat_threshold=256 4194434 264 233768 2147500082 129 1092 0 4194306 256 102400 16 1 0 0 0 131328 2147483680 0 0 8 131072 0 128 264 4128 16386 1 is_linear=0 shrinkage=0.01 Tree=939 num_leaves=28 num_cat=4 split_feature=3 4 12 1 4 7 2 24 8 7 7 9 10 14 12 9 25 2 24 10 2 25 2 5 2 26 26 split_gain=103799 99037.3 442457 163319 88925.1 82253.9 219506 118727 181407 149587 97663.4 125643 110513 96954.6 187888 90753.1 84852.5 338002 145829 119275 104652 82089.5 76462.2 74448.5 60390.9 22641.2 16881.9 threshold=1439.8675000000001 904.34825000000012 40.059500000000007 52.897896500000009 1086.5100000000002 199.19574300000002 115.97000000000001 0 55.589700000000015 286.84000000000009 607.15100000000018 96.581750000000014 53.644500000000015 766.49265000000003 16.667500000000004 242.70250000000001 1 1054.5000000000002 2 1092.2834 873.74500000000012 3 236.40400000000002 298.26650000000006 12.613100000000001 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 1 2 2 9 2 2 2 2 2 left_child=1 5 3 4 -3 13 7 15 21 -10 12 -12 22 16 -15 24 17 18 -1 20 -18 -9 -8 -14 -7 -6 -2 right_child=26 2 -4 -5 25 6 10 8 9 -11 11 -13 23 14 -16 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.045361611175300721 0.22488229608535767 -0.22495144869845646 1.6436046378612519 -0.58826381702576913 0.75119244194030754 -0.20568642940851722 -0.49456915951242636 0.19990192754515285 -0.044699131409327186 0.5834269950922254 -0.36809442758560179 0.53405829796424276 -0.51526058106711414 0.7790699442227681 -0.37940178803035191 -0.84164173875749115 -0.0013007055787223134 1.2806230702183465 0.079204098951028021 0.56625929774464789 -0.33691304742969491 -0.10463252183463839 0.055749023818969727 -1.1306371729714531 0.24985368237775915 0.33551463553780003 0.59753169325090227 leaf_weight=1402 20 26 20 31 20 202 51 106 60 103 38 26 66 42 21 20 97692 22 2817 37 93 368 50 28 34 38 31 leaf_count=1402 20 26 20 31 20 202 51 106 60 103 38 26 66 42 21 20 97692 22 2817 37 93 368 50 28 34 38 31 internal_value=0 0.000143664 0.270819 0.0320738 0.261008 -0.00021015 -0.0842366 -0.00989687 0.0634445 0.352215 -0.340551 -0.00159488 -0.451798 0.000737684 0.392913 -0.187543 0.000495608 0.0442327 0.0378904 -0.00140496 -0.0016199 -0.03452 -0.222134 -0.698564 -0.140058 0.478852 0.451395 internal_weight=0 103413 135 115 84 103278 1152 893 637 163 259 64 195 102126 63 256 102063 4241 4219 97822 97785 474 101 94 236 58 51 internal_count=103464 103413 135 115 84 103278 1152 893 637 163 259 64 195 102126 63 256 102063 4241 4219 97822 97785 474 101 94 236 58 51 cat_boundaries=0 1 7 8 13 cat_threshold=206 256 541065346 4360 233768 2148548754 128 2440 9438208 131072 0 33554432 8192 is_linear=0 shrinkage=0.01 Tree=940 num_leaves=21 num_cat=8 split_feature=25 24 22 11 24 25 5 5 25 24 2 2 25 25 4 26 15 26 26 26 split_gain=225849 132617 131847 110664 87982.2 337747 364406 407409 312493 436187 300353 593883 165846 128838 125865 109725 90755.8 30589.3 6726.45 132.36 threshold=0 1 524.87500000000011 1429.7025000000001 2 3 388.83500000000009 476.36400000000003 4 5 1054.5000000000002 1432.0500000000002 6 7 783.3660000000001 2022.5000000000002 172.52450000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 1 9 2 2 9 1 2 2 9 9 2 2 2 2 2 2 left_child=1 17 3 4 5 14 12 -8 9 18 13 -12 -7 -10 16 -11 -2 -1 -6 -3 right_child=2 19 -4 -5 8 6 7 -9 10 15 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=-0.22578757919235665 -0.11262564072097116 -0.64240376530861365 -0.66504485591252649 -0.63059519659195629 -0.18496364020012521 0.34467926267367688 1.3077742851057719 0.15980512819506906 0.0311438094787371 0.86461411589443093 1.8379437820728008 -0.26090763703786901 -0.0077321814649930279 -0.0042332049290255544 -0.68978787396405195 0.3898848184626153 0.19185204750240437 0.11250610799170457 -0.049670953456669643 -0.61960333266348211 leaf_weight=55 3185 49 30 28 74 124 43 110 13174 101 26 28 39325 46963 37 94 101 52 73 53 leaf_count=55 3185 49 30 28 74 124 43 110 13174 101 26 28 39325 46963 37 94 101 52 73 53 internal_value=0 -0.323675 -0.00219959 -0.00200765 -0.00183752 -0.0127868 -0.00464873 0.482437 0.00592796 0.303017 0.00418988 0.74965 -0.00653903 0.00352119 -0.109468 0.604757 -0.103267 -0.0561367 -0.110276 -0.574257 internal_weight=0 209 103516 103486 103458 42925 39602 153 60533 342 60191 54 39449 60137 3323 195 3286 107 147 102 internal_count=103725 209 103516 103486 103458 42925 39602 153 60533 342 60191 54 39449 60137 3323 195 3286 107 147 102 cat_boundaries=0 5 6 7 12 17 18 22 28 cat_threshold=0 0 0 131072 32 2992 2760 1081344 537034754 34 8226 2147483664 0 536870912 0 42 2147483648 304 1073741824 0 0 256 537970176 12747298 805834864 374350336 17368064 1 is_linear=0 shrinkage=0.01 Tree=941 num_leaves=8 num_cat=0 split_feature=22 11 10 10 12 12 2 split_gain=128959 122985 97849.2 84432.3 58042.7 100126 114527 threshold=524.87500000000011 1429.7025000000001 1439.8675000000001 1092.2834 1362.4500000000003 1040.4400000000003 1432.0500000000002 decision_type=2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 right_child=-2 -3 -4 -5 -6 -7 -8 leaf_value=-0.0022765217854690319 -0.6583944036165873 -0.64284045914808918 -0.5642114027853935 0.52812668124834694 -0.47488500948135665 0.55694140434265138 -0.46724892237838711 leaf_weight=103493 30 30 31 30 26 32 53 leaf_count=103493 30 30 31 30 26 32 53 internal_value=0 -0.00265997 -0.0024747 -0.00230667 -0.00246026 -0.00234168 -0.00251452 internal_weight=0 103695 103665 103634 103604 103578 103546 internal_count=103725 103695 103665 103634 103604 103578 103546 is_linear=0 shrinkage=0.01 Tree=942 num_leaves=15 num_cat=7 split_feature=25 24 22 11 10 25 24 4 25 24 25 1 26 26 split_gain=221187 129899 126655 106242 92106 87005.7 582317 137521 98408 77426.6 270683 138477 29965.6 134.797 threshold=0 1 524.87500000000011 1429.7025000000001 1439.8675000000001 2 3 79.38300000000001 4 5 6 543.52500000000009 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 9 1 2 9 1 9 2 2 2 left_child=1 12 3 4 5 6 8 -8 -2 10 -7 -11 -1 -3 right_child=2 13 -4 -5 -6 9 7 -9 -10 11 -12 -13 -14 -15 leaf_value=-0.22342239752140913 0.28152908009718797 -0.63595699388153704 -0.65181046215693161 -0.61786083996295926 -0.565281310903615 -0.099562217016334775 -0.11064738990807492 0.69507024873386725 0.73598667872803547 0.0039923972537029622 -0.0054682498184474857 0.27949541629337871 0.11140433511481834 -0.61294761261850039 leaf_weight=55 171 49 30 28 29 3306 571 22 102 59836 39238 183 52 53 leaf_count=55 171 49 30 28 29 3306 571 22 102 59836 39238 183 52 53 internal_value=0 -0.320289 -0.002149 -0.00196088 -0.00179419 -0.0016362 0.0976018 -0.0794164 0.471333 -0.0024834 -0.0128018 0.00483161 -0.0555146 -0.568287 internal_weight=0 209 103516 103486 103458 103429 866 593 273 102563 42544 60019 107 102 internal_count=103725 209 103516 103486 103458 103429 866 593 273 102563 42544 60019 107 102 cat_boundaries=0 5 6 11 12 17 18 23 cat_threshold=0 0 0 131072 32 2992 1073742080 536870912 0 4194312 2148007936 15 1073741824 0 0 0 524288 2760 1081344 163842 34 268447778 65552 is_linear=0 shrinkage=0.01 Tree=943 num_leaves=23 num_cat=6 split_feature=25 24 11 20 10 24 25 5 4 25 2 2 3 25 4 26 15 8 2 26 20 26 split_gain=216787 127314 104064 88331.6 140342 86439.5 319891 350461 385200 319245 295069 579886 208496 163134 132331 123217 88611.8 51425.8 33862.4 29369.3 10891.1 132.115 threshold=0 1 1429.7025000000001 233.19064 307.63250000000005 2 3 368.28750000000008 79.38300000000001 4 1054.5000000000002 1432.0500000000002 1439.8675000000001 5 783.3660000000001 2022.5000000000002 172.52450000000002 147.43690000000001 37.20900000000001 2022.5000000000002 349.74500000000006 2022.5000000000002 decision_type=9 1 2 2 2 1 9 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 19 3 5 17 6 14 13 -9 15 12 -12 -11 -8 16 -7 -2 18 20 -1 -5 -3 right_child=2 21 -4 4 -6 9 7 8 -10 10 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.22118816681341691 -0.10803943994219996 -0.62959738439443158 -0.61168223236288344 -0.0024493953943252565 -0.85391031677609885 0.7410349478545013 0.34200135151841748 0.091698796886177561 1.094392724831899 0.0046346460514613847 1.8191992616653443 -0.254771305258785 -0.94765250226725695 -0.0075192849352440699 -0.70884676138559988 0.18417698028760079 0.20338503686037471 0.27396867426236471 -0.54217196204445584 0.11029030275172913 -0.19349880817774182 -0.60681813725885358 leaf_weight=55 3261 49 28 50 29 81 124 106 60 60216 26 28 23 39150 36 78 94 30 22 52 74 53 leaf_count=55 3261 49 28 50 29 81 124 106 60 60216 26 28 23 39150 36 78 94 30 22 52 74 53 internal_value=0 -0.317086 -0.00212663 -0.00196192 -0.209334 -0.00155032 -0.0124171 -0.00439147 0.454118 0.00614996 0.00493258 0.743807 0.00427105 -0.00633058 -0.105474 0.440175 -0.099314 -0.103126 -0.180611 -0.0549594 -0.116463 -0.562604 internal_weight=0 209 103516 103488 205 103283 42831 39440 166 60452 60293 54 60239 39274 3391 159 3355 176 146 107 124 102 internal_count=103725 209 103516 103488 205 103283 42831 39440 166 60452 60293 54 60239 39274 3391 159 3355 176 146 107 124 102 cat_boundaries=0 5 6 7 12 17 21 cat_threshold=0 0 0 131072 32 2992 2760 1081344 537034754 34 268447778 2147549200 0 536870912 0 0 2147483648 1073741824 0 0 256 is_linear=0 shrinkage=0.01 Tree=944 num_leaves=14 num_cat=6 split_feature=25 24 22 10 11 25 24 4 6 25 25 26 26 split_gain=212473 124780 123863 102634 89479.2 83638.1 571065 135521 108998 95664.8 73073.9 28784.8 129.486 threshold=0 1 524.87500000000011 1439.8675000000001 1429.7025000000001 2 3 79.38300000000001 1424.6500000000003 4 5 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 9 1 2 2 9 9 2 2 left_child=1 11 3 4 5 6 9 -8 10 -2 -7 -1 -3 right_child=2 12 -4 -5 -6 8 7 -9 -10 -11 -12 -13 -14 leaf_value=-0.2189762916131453 0.27849989360208671 -0.62330143052704479 -0.64456638717651371 -0.58673866144816078 -0.57735153127599648 -0.022628141046900342 -0.11059956086443937 0.6892377623644742 0.59044403629918252 0.72690405582743023 0.00095061213009219384 0.10918738747731997 -0.60074995580709212 leaf_weight=55 171 49 30 30 27 15471 571 22 31 102 87061 52 53 leaf_count=55 171 49 30 30 27 15471 571 22 31 102 87061 52 53 internal_value=0 -0.313915 -0.00210504 -0.001919 -0.00174942 -0.00159916 0.0956993 -0.0795839 -0.0024298 0.465801 -0.00260929 -0.0544098 -0.556978 internal_weight=0 209 103516 103486 103456 103429 866 593 102563 273 102532 107 102 internal_count=103725 209 103516 103486 103456 103429 866 593 102563 273 102532 107 102 cat_boundaries=0 5 6 11 12 17 23 cat_threshold=0 0 0 131072 32 2992 1073742080 536870912 0 4194312 2148007936 15 1073741824 0 0 0 524288 201359430 93186 167907370 2281705472 45228176 48 is_linear=0 shrinkage=0.01 Tree=945 num_leaves=26 num_cat=3 split_feature=11 4 0 25 24 26 24 5 16 3 6 10 6 14 10 10 18 4 16 4 11 12 26 26 10 split_gain=134292 176551 136262 109296 1.06218e+06 581963 113724 76944.1 62844.6 161132 78938 85147.1 297287 79323.9 250758 66584.6 51748 156451 35525.2 29833 24847.5 18260.5 15386 7986.89 1091.94 threshold=559.42150000000004 448.18200000000007 285.35875000000004 0 1 2022.5000000000002 2 240.04000000000002 467.87400000000008 270.18175000000008 1424.6500000000003 897.08550000000014 80.115250000000017 766.49265000000003 32.119500000000002 786.71250000000009 87.340500000000006 23.530250000000002 920.44288200000017 44.982900000000008 1085.9700000000003 73.08750000000002 2022.5000000000002 2022.5000000000002 1092.2834 decision_type=2 2 2 9 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 7 4 5 -1 23 19 10 16 11 13 24 15 -15 -5 17 18 -10 20 21 -2 -8 -6 -13 right_child=1 -3 -4 8 6 -7 22 -9 9 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=1.7067946453094482 -0.028820695093384498 -0.92355767076665707 0.55723572654724129 -0.00043767884751274579 -0.46651915644035968 0.29579267267595255 -0.075310909712416496 -0.81729276752471924 -0.024188494813644282 -1.0137755929856074 0.47491232667650496 -0.15248415174938384 1.1819947327507867 0.79703515097152366 -0.49656739939814032 -0.5385486449625182 -0.40366565261139642 0.78624930948019034 -0.46786357292762171 0.15174762881719148 -0.46461876523110179 -0.36528660784596978 0.082190095656022269 -0.3053504929282973 -0.061272725105285648 leaf_weight=60 54 33 25 102482 61 57 117 20 59 21 35 21 27 43 23 23 36 22 26 26 31 23 132 62 35 leaf_count=60 54 33 25 102482 61 57 117 20 59 21 35 21 27 43 23 23 36 22 26 26 31 23 132 62 35 internal_value=0 -0.251453 -0.127545 0.000489642 0.148129 0.939117 -0.118722 -0.238711 -0.000226667 -0.195825 8.56929e-05 -7.61998e-05 0.320086 -0.000335274 0.346234 -0.00055842 -0.0757067 0.0346347 -0.159901 -0.152356 -0.225566 -0.129324 0.00786763 -0.356311 -0.095477 internal_weight=0 212 179 103342 489 117 372 154 102853 164 102689 102654 83 102571 66 102505 143 107 85 134 108 77 249 123 56 internal_count=103554 212 179 103342 489 117 372 154 102853 164 102689 102654 83 102571 66 102505 143 107 85 134 108 77 249 123 56 cat_boundaries=0 5 6 7 cat_threshold=0 536870912 0 134348800 2147483680 70 280 is_linear=0 shrinkage=0.01 Tree=946 num_leaves=26 num_cat=7 split_feature=22 11 2 25 24 25 26 24 26 22 2 24 0 6 10 24 19 4 0 24 7 6 26 18 7 split_gain=138894 110723 146476 109116 684338 260048 357474 273247 113189 102339 81568.7 625797 492857 401216 82442.4 659714 82997.3 74916.6 162989 44195.7 32147.7 49129.8 30399.1 20361.7 13298.3 threshold=379.00000000000006 559.42150000000004 654.54975000000002 0 1 2 2022.5000000000002 3 2022.5000000000002 272.88500000000005 590.51250000000016 4 507.61050000000006 242.70250000000001 400.0485000000001 5 909.65338200000008 448.18200000000007 316.39255000000009 6 25.506607500000005 22.153894000000005 2022.5000000000002 9.4137500000000021 206.28168000000002 decision_type=2 2 2 9 1 9 2 1 2 2 2 1 2 2 2 1 2 2 2 1 2 2 2 2 2 left_child=1 3 17 4 8 7 -7 22 -1 10 14 13 -13 -12 16 -16 -5 18 20 -9 21 -3 -6 -2 -22 right_child=23 2 -4 9 5 6 -8 19 -10 -11 11 12 -14 -15 15 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 leaf_value=1.193248280976948 -0.34049040942356507 -0.19999241656894926 -1.0438633303642273 -0.0014072053637928139 -0.79488594189024808 0.69850786228372597 -0.15791139418880146 0.1495734262323628 0.5543529470320101 0.61544349140591093 -0.1005611418109191 0.36090612288809171 1.914392413298289 -1.5243581412315368 0.78137155034900774 -0.14363566788934892 0.64285044465959074 -0.66552780037124948 0.77857346677780159 -0.10909923595484017 -0.58392349974675617 0.34419612135205951 -0.45705474145412445 -0.73891446507495384 -0.23622576485980643 leaf_weight=57 29 79 20 101965 57 99 96 110 54 27 95 137 24 25 103 238 20 24 20 137 22 21 50 23 22 leaf_count=57 29 79 20 101965 57 99 96 110 54 27 95 137 24 25 103 238 20 24 20 137 22 21 50 23 22 internal_value=0 0.000233704 -0.230255 0.000697832 0.1279 -0.0219271 0.263379 -0.182006 0.809506 -0.000132605 -0.0002946 0.169848 0.557834 -0.366633 -0.000761833 0.154467 -0.00128086 -0.143701 -0.067336 0.00743667 -0.184823 -0.0857128 -0.582575 -0.516716 -0.410075 internal_weight=0 103502 208 103294 660 549 195 354 111 102634 102607 281 161 120 102326 341 101985 188 164 247 144 100 107 52 44 internal_count=103554 103502 208 103294 660 549 195 354 111 102634 102607 281 161 120 102326 341 101985 188 164 247 144 100 107 52 44 cat_boundaries=0 5 6 11 12 13 14 15 cat_threshold=0 536870914 4096 134348800 2147483680 66 0 536870912 0 131072 32 28 2346 2306 2177 is_linear=0 shrinkage=0.01 Tree=947 num_leaves=34 num_cat=6 split_feature=11 4 0 25 24 26 24 2 2 24 1 4 9 1 26 5 6 25 2 8 8 24 5 4 3 2 4 2 6 11 26 10 26 split_gain=129096 170441 131347 106739 1.03096e+06 567635 108931 96278 62824.5 630624 485318 348208 311249 498388 255973 199432 75359.4 393771 562054 1.14307e+06 615177 171256 204539 139280 82045.8 102928 95423.9 73660.7 35274.4 18503.4 15282.4 7997.52 7670.64 threshold=559.42150000000004 448.18200000000007 285.35875000000004 0 1 2022.5000000000002 2 176.76250000000002 590.51250000000016 3 55.204000000000015 392.81250000000006 54.610000000000007 252.45450000000002 2022.5000000000002 63.922000000000004 228.27997500000004 4 23.455000000000002 4.4150000000000009 194.07550000000001 5 388.83500000000009 392.81250000000006 1077.3535000000002 7.8873450000000007 1468.3681000000001 537.86000000000013 26.311000000000003 1085.9700000000003 2022.5000000000002 4.4150000000000009 2022.5000000000002 decision_type=2 2 2 9 1 2 1 2 2 1 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 7 4 5 -1 32 28 16 10 14 12 13 -11 -10 -12 24 18 20 -20 -18 22 -19 -23 26 -26 27 -5 29 31 -8 -2 -6 right_child=1 -3 -4 8 6 -7 30 -9 9 11 15 -13 -14 -15 -16 -17 17 21 19 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31 -32 -33 -34 leaf_value=1.6836746520996093 -0.20525826877477218 -0.90691222443725128 0.54752249183654789 -0.0012540241611084663 -0.45706038177990521 0.2901502462019 -0.075535915956283228 -0.84639924742958772 1.9680468840897083 -0.18833537127553804 -0.58631846941434418 -1.3371860204696657 -1.0572341753886296 1.3477902521910492 0.69304353191006574 0.69201660446498703 -0.30248337262017388 0.046940975583992996 1.7590632247243607 0.009263755108229816 1.1971017153122845 -0.16304252645065045 1.090542304635048 -1.0038157444908504 -0.089046673070300703 -0.95424242711067198 0.55346769382876737 -0.41050121546468954 0.15711919266730548 -0.43211942760149641 0.081433676507563876 0.027990267049698602 -0.29911475377698099 leaf_weight=60 49 33 25 101435 61 57 117 22 32 97 26 25 26 27 31 23 140 308 70 80 34 319 20 21 44 20 31 44 32 30 132 21 62 leaf_count=60 49 33 25 101435 61 57 117 22 32 97 26 25 26 27 31 23 140 308 70 80 34 319 20 21 44 20 31 44 32 30 132 21 62 internal_value=0 -0.24654 -0.124795 0.000480741 0.146382 0.925662 -0.116529 -0.233938 -0.000227138 0.147519 0.697819 -0.231329 -0.0624419 0.146144 1.34066 0.0137164 -0.000640584 0.0860961 0.365956 0.825837 -0.009461 -0.0543098 0.107304 -0.208831 -0.00148768 -0.35942 -0.00126201 -0.00143147 -0.131861 -0.224334 0.00738048 -0.135284 -0.349066 internal_weight=0 212 179 103342 489 117 372 154 102853 287 112 175 150 124 63 49 102566 992 324 150 174 668 328 340 101574 64 101510 101479 132 100 249 70 123 internal_count=103554 212 179 103342 489 117 372 154 102853 287 112 175 150 124 63 49 102566 992 324 150 174 668 328 340 101574 64 101510 101479 132 100 249 70 123 cat_boundaries=0 5 6 7 8 13 14 cat_threshold=0 536870912 0 134348800 2147483680 70 280 1620 32768 0 576 0 8256 3362 is_linear=0 shrinkage=0.01 Tree=948 num_leaves=22 num_cat=2 split_feature=22 11 12 25 22 0 6 1 3 9 4 25 0 4 6 3 26 5 11 21 10 split_gain=135627 106264 127644 106072 100092 95276.3 88644.3 75977.9 70611.2 72449.7 63021.9 286740 316144 272910 190277 86287.7 45568.3 30100.2 34461.6 21199.3 9662.53 threshold=379.00000000000006 559.42150000000004 221.00625000000005 0 272.88500000000005 316.39255000000009 233.37814 169.65250000000003 23.813250000000004 23.808000000000003 194.61300000000003 1 438.09750000000008 236.10250000000005 1424.6500000000003 414.21050000000008 2022.5000000000002 22.173850000000005 1085.9700000000003 8.7362500000000018 8.7137500000000028 decision_type=2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 3 5 6 10 17 8 -4 9 16 14 13 -13 -12 15 -5 -1 18 20 -2 -3 right_child=19 2 7 4 -6 -7 -8 -9 -10 -11 11 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.33563762154344706 -0.3509784257411957 -0.060882331547783872 -0.2485133273124695 -0.0018944065836032137 0.60876118871900775 0.48465261316299441 -0.47101805166764693 -1.0069732660906656 -0.3497021574775378 -0.38085262608528142 0.59171386683152782 -0.047017069994317769 -1.2173196987311046 0.10717300805286389 0.79519417635599765 0.14848796660844091 0.12769467967398027 -0.47340665957023353 -0.39206716171900435 -0.76600148350000385 0.19846069765090943 leaf_weight=218 32 51 25 100991 27 25 22 28 24 20 144 604 24 603 30 383 204 29 30 20 20 leaf_count=218 32 51 25 100991 27 25 22 28 24 20 144 604 24 603 30 383 204 29 30 20 20 internal_value=0 0.000231797 -0.225569 0.000686485 -1.88357e-05 -0.0807115 0.146278 -0.649209 0.17856 0.207244 -0.000178764 0.0670677 -0.090304 0.197929 -0.0010906 -0.00132625 0.235115 -0.189435 -0.107899 -0.510603 0.012172 internal_weight=0 103502 208 103294 102806 155 488 53 466 442 102779 1375 628 747 101404 101374 422 130 101 52 71 internal_count=103554 103502 208 103294 102806 155 488 53 466 442 102779 1375 628 747 101404 101374 422 130 101 52 71 cat_boundaries=0 5 11 cat_threshold=0 536870912 0 134348800 2147483680 49152 16944 544 0 536879172 1024 is_linear=0 shrinkage=0.01 Tree=949 num_leaves=17 num_cat=0 split_feature=22 11 2 22 4 0 0 2 5 5 11 2 0 1 4 21 split_gain=132928 104150 141590 97872.7 71556.2 156072 62913.3 223075 108726 114255 78525.1 72102.8 101169 53909 31835.8 20777.4 threshold=379.00000000000006 559.42150000000004 654.54975000000002 272.88500000000005 448.18200000000007 316.39255000000009 883.10000000000014 329.85800000000006 1424.6500000000003 1062.3775000000003 483.06600000000009 8.0915000000000017 1077.3535000000002 50.713000000000008 8.0827500000000025 8.7362500000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 6 5 13 8 11 9 10 -1 12 -8 14 -3 -2 right_child=15 2 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=-7.8758398413405335e-06 -0.34746864572167396 -0.15244638052942988 -1.0232366030216218 0.60267357578984015 -0.64820425162712736 0.76418240237236024 -0.3359796728659421 1.0455787027799166 -0.50848194508325484 0.54864801075897718 0.34503370415080675 -0.4495926330566406 0.32477242242722282 -0.53340727361765772 0.28819334983825684 -0.75834147083759307 leaf_weight=102954 32 91 20 27 24 20 32 26 42 38 66 25 84 33 20 20 leaf_count=102954 32 91 20 27 24 20 32 26 42 38 66 25 84 33 20 20 internal_value=0 0.000229479 -0.223313 0.00067962 -0.138215 -0.0635826 0.000522224 0.19446 0.000208087 0.000415397 0.000213176 0.0375157 0.142496 -0.17855 -0.0730518 -0.505497 internal_weight=0 103502 208 103294 188 164 103267 167 103100 103058 103020 141 116 144 111 52 internal_count=103554 103502 208 103294 188 164 103267 167 103100 103058 103020 141 116 144 111 52 is_linear=0 shrinkage=0.01 Tree=950 num_leaves=18 num_cat=2 split_feature=6 22 3 1 6 8 5 1 0 25 0 8 8 25 7 26 0 split_gain=153610 105875 102577 417256 235132 254954 142598 160659 138046 90880.8 121003 117293 83216.2 73705.7 48839.1 37433.8 149.735 threshold=1424.6500000000003 492.27600000000012 603.67000000000019 670.0675 80.115250000000017 15.585000000000003 249.71600000000004 5.8595000000000006 1438.4900000000002 0 4.1470000000000011 10.565000000000003 1117.4100000000001 1 9.2450000000000028 2022.5000000000002 468.26850000000007 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 left_child=1 2 8 4 6 -6 7 -4 9 10 11 -1 13 -11 -14 -10 -12 right_child=-2 -3 3 -5 5 -7 -8 -9 15 12 16 -13 14 -15 -16 -17 -18 leaf_value=0.16449730882605582 -0.58962546045129949 0.54356963137785597 -0.040302698769310655 1.3266099982426085 -1.0386426086425782 0.19633683979511263 0.97698655833368719 0.65364371045430503 -0.82113610184710961 -0.024323941254435832 -0.37153150226758874 -0.47372981166839601 0.15189473152160646 0.0028234151227581688 0.74994162516160445 -0.27213793366043659 -0.40761529259059742 leaf_weight=717 44 36 129 29 35 32 23 45 23 11221 23 30 36 91313 22 27 23 leaf_count=717 44 36 129 29 35 32 23 45 23 11221 23 30 36 91313 22 27 23 internal_value=0 0.00135752 0.00116934 0.188012 0.062939 -0.448802 0.236983 0.139166 0.000640073 0.000894131 0.106865 0.138866 6.45941e-05 -0.000149603 0.37874 -0.524677 -0.389573 internal_weight=0 103764 103728 293 264 67 197 174 103435 103385 793 747 102592 102534 58 50 46 internal_count=103808 103764 103728 293 264 67 197 174 103435 103385 793 747 102592 102534 58 50 46 cat_boundaries=0 5 11 cat_threshold=1073741824 0 4096 138543106 2147483680 134250560 939649026 263232 268542209 150732800 29 is_linear=0 shrinkage=0.01 Tree=951 num_leaves=17 num_cat=3 split_feature=6 11 3 9 11 9 5 12 8 25 25 14 5 3 6 25 split_gain=150553 104043 92649.9 206244 478020 153467 196090 87077 215749 85324 82042.8 167100 128783 79174 29559.2 6092.75 threshold=1424.6500000000003 1429.7025000000001 603.67000000000019 287.97507150000007 90.923000000000016 3.4565000000000006 249.71600000000004 1040.4400000000003 5.9884000000000013 0 1 766.49265000000003 388.83500000000009 670.0675 120.57000000000001 2 decision_type=2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 9 left_child=1 2 7 5 -5 6 13 9 -9 15 11 -11 -12 -4 -7 -1 right_child=-2 -3 3 4 -6 14 -8 8 -10 10 12 -13 -14 -15 -16 -17 leaf_value=0.10376246681779015 -0.58372919841246174 0.59016559394200641 0.47390008379431331 1.7694265858332316 -0.27130145853215998 -0.75661584627060663 0.88182508757620148 0.90260049466833925 -0.41365432655811313 -0.045710358449943075 0.0012294298616686069 0.7157388443782412 0.18814500451694571 -0.064075205871037072 -0.21944308948516844 0.23253190275740948 leaf_weight=137 44 30 34 24 22 21 33 33 20 4646 98069 29 370 140 20 136 leaf_count=137 44 30 34 24 22 21 33 33 20 4646 98069 29 370 140 20 136 internal_value=0 0.00134393 0.00117364 0.178443 0.793426 0.064373 0.175084 0.000669801 0.405901 0.000462064 -1.38793e-05 -0.0408994 0.00193179 0.0410464 -0.49458 0.173861 internal_weight=0 103764 103734 294 46 248 207 103440 53 103387 103114 4675 98439 174 41 273 internal_count=103808 103764 103734 294 46 248 207 103440 53 103387 103114 4675 98439 174 41 273 cat_boundaries=0 5 11 15 cat_threshold=0 0 4096 131072 2147483680 32768 536887298 0 268501248 135790592 1 0 0 0 131072 is_linear=0 shrinkage=0.01 Tree=952 num_leaves=17 num_cat=2 split_feature=6 22 0 3 24 11 14 2 0 24 4 4 11 12 6 26 split_gain=147557 103674 101042 94301.2 326882 191684 190938 151192 137401 77359.6 225350 131419 127151 122641 75533.8 4328.39 threshold=1424.6500000000003 492.27600000000012 1438.4900000000002 603.67000000000019 0 88.937799999999996 16.960000000000004 236.40400000000002 75.328920000000011 1 1086.5100000000002 678.11800000000005 671.11374000000012 1040.4400000000003 8.0663865000000019 2022.5000000000002 decision_type=2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 left_child=1 2 3 9 5 7 8 -5 -6 10 12 13 -1 -11 -13 -4 right_child=-2 -3 15 4 6 -7 -8 -9 -10 11 -12 14 -14 -15 -16 -17 leaf_value=-0.011481265848757695 -0.57789191083474589 0.53787820650471585 -0.50868817506013098 0.58239492672461046 -0.46832891573905949 -0.29689512014389041 0.62920017310551235 1.5532806787490845 0.25213718944125707 0.0072506600517028954 0.77941254774729418 -0.17688536009788514 -0.53758399058943218 0.63637320362752481 -0.77059507242838532 -0.33550157177832818 leaf_weight=34380 44 36 27 81 100 20 28 20 36 68787 36 75 46 31 30 31 leaf_count=34380 44 36 27 81 100 20 28 20 36 68787 36 75 46 31 30 31 internal_value=0 0.00133081 0.0011446 0.00137804 0.183029 0.551921 -0.115738 0.77465 -0.277617 0.000877289 -0.011354 0.00699367 -0.0121842 0.00753406 -0.346517 -0.416123 internal_weight=0 103764 103728 103670 285 121 164 101 136 103385 34462 68923 34426 68818 105 58 internal_count=103808 103764 103728 103670 285 121 164 101 136 103385 34462 68923 34426 68818 105 58 cat_boundaries=0 1 2 cat_threshold=1236 2752 is_linear=0 shrinkage=0.01 Tree=953 num_leaves=16 num_cat=5 split_feature=6 11 3 1 5 24 6 8 12 8 25 24 24 25 1 split_gain=144621 102347 89092 345448 233246 212129 333604 255203 83868.8 211940 83701.5 971056 83273.2 300109 171791 threshold=1424.6500000000003 1429.7025000000001 603.67000000000019 670.0675 418.34600000000006 0 127.79540000000001 118.45 1040.4400000000003 5.9884000000000013 1 2 3 4 543.52500000000009 decision_type=2 2 2 2 2 1 2 2 2 2 9 1 1 9 2 left_child=1 2 8 4 5 6 -4 -7 10 -10 11 -1 13 -12 -14 right_child=-2 -3 3 -5 -6 7 -8 -9 9 -11 12 -13 14 -15 -16 leaf_value=0.8404478060814643 -0.57211298747496175 0.58531914750734959 0.77415055767873697 1.1918348293304444 -0.74091073989868161 -0.33639761853451822 -0.62707314445858919 0.89900201082229614 0.89064640973101961 -0.41393795666098598 -0.099012679619809613 -0.32831260090870173 0.0054631097733746619 -0.0026104365346836028 0.29259993852040411 leaf_weight=114 44 30 89 30 32 102 21 20 33 20 3598 159 68521 30786 209 leaf_count=114 44 30 89 30 32 102 21 20 33 20 3598 159 68521 30786 209 internal_value=0 0.0013175 0.00114861 0.17498 0.0594288 0.16982 0.464424 -0.123731 0.00065454 0.39835 0.000450667 0.172193 -2.07286e-05 -0.012724 0.00633534 internal_weight=0 103764 103734 294 264 232 110 122 103440 53 103387 273 103114 34384 68730 internal_count=103808 103764 103734 294 264 232 110 122 103440 53 103387 273 103114 34384 68730 cat_boundaries=0 1 6 7 8 13 cat_threshold=852 0 0 4096 131072 2147483680 1110 2752 1343275008 536920064 524384 33562912 524304 is_linear=0 shrinkage=0.01 Tree=954 num_leaves=17 num_cat=2 split_feature=6 22 3 1 5 15 5 25 2 12 8 25 21 2 8 26 split_gain=141743 101480 95023 397769 228605 193533 244695 74400.2 125444 93576.6 236489 78714.1 172456 152045 73878.1 56550 threshold=1424.6500000000003 492.27600000000012 603.67000000000019 670.0675 418.34600000000006 16.689500000000006 65.306500000000014 0 266.22500000000008 1040.4400000000003 5.9884000000000013 1 229.61000000000004 1054.5000000000002 26.045000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 left_child=1 2 7 4 5 6 -4 8 14 11 -11 12 -9 -13 15 -1 right_child=-2 -3 3 -5 -6 -7 -8 9 -10 10 -12 13 -14 -15 -16 -17 leaf_value=0.28537625504634817 -0.56639186403968123 0.53214410728878447 0.1131149033342089 1.2926440350762729 -0.73350162833929067 -0.70252709616785469 1.04021698699278 -0.044291824633543267 -0.57242723760604863 0.99403292095164464 -0.40979857814311987 0.0013929225141670919 0.88628712654113773 0.51354696265582389 -0.42775611224628635 0.070519922024741458 leaf_weight=245 44 36 175 29 32 23 34 4662 25 30 20 98109 20 58 21 245 leaf_count=245 44 36 175 29 32 23 34 4662 25 30 20 98109 20 58 21 245 internal_value=0 0.00130472 0.00112049 0.180952 0.0588345 0.168122 0.263935 0.000611082 0.117035 -6.74158e-06 0.4325 -0.000217005 -0.0402308 0.00169535 0.153056 0.177948 internal_weight=0 103764 103728 293 264 232 209 103435 536 102899 50 102849 4682 98167 511 490 internal_count=103808 103764 103728 293 264 232 209 103435 536 102899 50 102849 4682 98167 511 490 cat_boundaries=0 5 11 cat_threshold=0 0 4096 134348802 2147483680 32768 536887298 0 268501248 135790592 1 is_linear=0 shrinkage=0.01 Tree=955 num_leaves=16 num_cat=0 split_feature=0 1 22 17 5 5 14 16 16 0 5 9 1 10 4 split_gain=101988 145273 92881.9 67584.7 82428.2 129474 80485.9 70077.8 175101 87424.7 67728.8 44143.5 97971.9 18400.8 3543.01 threshold=1438.4900000000002 13.903 550.81750000000011 330.72800000000007 1424.6500000000003 1062.3775000000003 1358.5175000000004 371.89150000000006 518.28800000000012 198.78000000000003 440.98528000000005 32.152500000000011 39.390091500000004 103.61850000000001 7.8873450000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 10 9 -9 11 -1 12 -5 -13 -7 right_child=1 -3 -4 7 -6 14 -8 8 -10 -11 -12 13 -14 -15 -16 leaf_value=0.0024095734747559962 -0.00036172953518954191 -1.0356613366500191 -0.59632051724653978 -0.17804448523815128 -0.43086112369190566 0.4520680720717819 -0.61720585641406833 0.90564003193378451 -0.34971106452941897 -0.85490241813659662 -0.13875623700686915 -0.24267531548776933 0.5405103445053101 -0.6073131767272949 0.62767364883422849 leaf_weight=102656 33 23 26 138 44 27 21 20 25 20 341 31 22 25 20 leaf_count=102656 33 23 26 138 44 27 21 20 25 20 341 31 22 25 20 internal_value=0 -0.425574 0.00129829 0.00144858 0.00187066 0.0020554 0.00181599 -0.153426 0.208223 -0.222384 0.00194221 -0.163818 -0.0792432 -0.40546 0.526794 internal_weight=0 56 103416 103390 103109 103065 103018 281 45 236 102997 216 160 56 47 internal_count=103472 56 103416 103390 103109 103065 103018 281 45 236 102997 216 160 56 47 is_linear=0 shrinkage=0.01 Tree=956 num_leaves=30 num_cat=3 split_feature=6 3 24 0 0 25 26 25 2 26 2 10 8 0 10 1 10 2 6 2 2 12 4 6 5 5 6 2 6 split_gain=146180 314469 339233 336115 303158 122843 215074 110953 244034 212304 205911 202818 145869 124496 107562 218168 117867 485158 99229.6 95070.2 84641.6 73777 93391 50423.9 27618.4 23223.6 8931.56 8120.34 91.3456 threshold=483.25025000000005 9.2080380000000037 0 56.359500000000004 468.26850000000007 1 2022.5000000000002 2 1054.5000000000002 2022.5000000000002 1054.5000000000002 522.5150000000001 619.25400000000013 384.29599999999999 522.5150000000001 297.44000000000005 450.66846000000004 74.884000000000015 450.66846000000004 200.25500000000002 38.648750000000007 63.912000000000006 44.982900000000008 1070.9310000000003 85.431000000000026 31.155100000000008 884.13250000000005 1432.0500000000002 673.95850000000007 decision_type=2 2 1 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 25 21 6 -1 10 14 -10 11 12 13 -7 16 19 18 -18 -9 -16 23 22 -3 24 28 26 -2 -11 -4 right_child=1 4 20 -5 -6 7 -8 8 9 27 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.57116799498979864 0.16190215931998361 -0.17018013703195675 0.040307206129416441 1.5146561320622762 -1.481912912829169 -0.042954755778131619 -0.080022159424243552 0.0032225199748232049 1.2076956176757814 0.25126371160149574 -1.0328826120921544 0.71797341530663628 0.60678396491443409 -0.38784478392556454 -0.19670376230056594 -1.103664443588257 -0.20918593827046844 1.7150084588527679 0.58826321486769051 0.49468783420065171 -0.81175622940063474 0.030939450650601774 -0.88094388127326972 -0.57700746013568005 -0.366318783958753 0.45786691439151767 -0.090372982958088766 -0.021566747725009917 0.01610909333595863 leaf_weight=104 36 38 39 24 29 4793 99 97537 31 24 21 35 34 107 147 25 38 20 29 23 27 37 36 26 24 20 23 20 26 leaf_count=104 36 38 39 24 29 4793 99 97537 31 24 21 35 34 107 147 25 38 20 29 23 27 37 36 26 24 20 23 20 26 internal_value=0 -0.193436 0.0226063 0.43592 -0.571511 0.00178297 0.241687 0.001286 0.00363248 0.573834 -0.0446625 -0.0405759 -0.0459568 -0.050486 0.00319566 -0.231432 0.00366432 0.454329 0.00339641 -0.103163 -0.287635 -0.333658 -0.515957 -0.189592 -0.0764139 0.163383 0.0635576 0.12725 0.030628 internal_weight=0 385 245 103 140 103087 203 102884 97894 75 4990 4969 4934 4900 97819 195 97624 58 97566 170 142 111 74 115 89 79 59 44 65 internal_count=103472 385 245 103 140 103087 203 102884 97894 75 4990 4969 4934 4900 97819 195 97624 58 97566 170 142 111 74 115 89 79 59 44 65 cat_boundaries=0 1 6 12 cat_threshold=2162 0 0 4096 131072 2147483648 1073741824 8404992 66064 404750338 16 1 is_linear=0 shrinkage=0.01 Tree=957 num_leaves=32 num_cat=3 split_feature=6 3 24 4 7 12 1 25 26 1 25 2 26 2 3 8 2 10 1 10 2 6 2 2 6 4 12 6 1 2 6 split_gain=143271 308211 332482 307550 133861 132749 176762 120399 210794 117780 108745 239178 208080 201813 200178 135763 115112 105422 213826 115522 475504 97254.9 93178.3 82957.2 49420.4 20846.1 19628 11056 9758.75 7958.75 4066.23 threshold=483.25025000000005 9.2080380000000037 0 133.58000000000001 520.34250000000009 281.29860000000002 297.44000000000005 1 2022.5000000000002 31.508823500000002 2 1054.5000000000002 2022.5000000000002 1054.5000000000002 670.0675 619.25400000000013 348.16250000000008 522.5150000000001 297.44000000000005 450.66846000000004 74.884000000000015 450.66846000000004 200.25500000000002 38.648750000000007 1070.9310000000003 28.879500000000004 8.0730000000000022 769.5200000000001 15.083500000000003 1432.0500000000002 550.73124000000007 decision_type=2 2 1 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 2 2 left_child=7 2 3 26 5 6 9 8 -1 25 13 17 -13 14 15 16 -9 19 22 21 -21 -12 -19 24 28 -3 27 -2 30 -14 -4 right_child=1 4 23 -5 -6 -7 -8 10 -10 -11 11 12 29 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 leaf_value=0.56545634022125835 0.13663241845590096 -0.46429742495218912 -0.23386775093078613 1.5532438014802477 -1.1707539308482202 0.32992368221282958 -1.4002706165313721 -0.043816215809886469 -0.079221940135413949 0.14019062296549481 0.003190294655343436 1.1956187414353894 0.24875109324852626 -1.0225537851878574 0.64727845203308831 0.59322583473089974 -0.41084134323843591 -0.19473672082837748 -1.0926278045654296 -0.20709408104419708 1.6978583307266235 0.58238059158982902 0.48974095303079362 -0.8036386638217502 -0.57123738554807812 -0.91540478420257576 -0.066755522092183425 0.40767841665183796 0.11884672069549561 -0.021351102232933045 -0.074160576191815472 leaf_weight=104 27 21 25 21 29 20 20 4807 99 30 97537 31 24 21 42 33 87 147 25 38 20 29 23 27 26 20 21 34 20 20 44 leaf_count=104 27 21 25 21 29 20 20 4807 99 30 97537 31 24 21 42 33 87 147 25 38 20 29 23 27 26 20 21 34 20 20 44 internal_value=0 -0.191502 0.0223802 0.431561 -0.565796 -0.407744 -0.569869 0.00176514 0.23927 -0.335952 0.00127314 0.00359615 0.568096 -0.0442158 -0.0401702 -0.0460303 -0.0503408 0.0031637 -0.229118 0.00362768 0.449786 0.00336245 -0.102131 -0.284758 -0.187696 -0.68435 0.19693 0.287707 -0.0756497 0.125977 -0.132025 internal_weight=0 385 245 103 140 111 91 103087 203 71 102884 97894 75 4990 4969 4927 4894 97819 195 97624 58 97566 170 142 115 41 82 61 89 44 69 internal_count=103472 385 245 103 140 111 91 103087 203 71 102884 97894 75 4990 4969 4927 4894 97819 195 97624 58 97566 170 142 115 41 82 61 89 44 69 cat_boundaries=0 1 6 12 cat_threshold=2162 0 0 4096 131072 2147483648 1073741824 8404992 66064 404750338 16 1 is_linear=0 shrinkage=0.01 Tree=958 num_leaves=30 num_cat=2 split_feature=6 3 0 0 25 26 25 2 26 2 10 9 0 10 1 10 2 6 2 1 9 7 1 2 10 6 5 2 6 split_gain=140420 302078 295698 267345 118003 206599 106581 234418 203939 197797 198543 136264 182220 103324 209571 113223 466041 95319.5 91324.1 70041.7 66851.1 63046.4 159051 88711.3 45152.2 14576.8 11117.9 7800.37 56.8676 threshold=483.25025000000005 9.2080380000000037 468.26850000000007 285.35875000000004 0 2022.5000000000002 1 1054.5000000000002 2022.5000000000002 1054.5000000000002 522.5150000000001 422.48500000000007 367.42525000000006 522.5150000000001 297.44000000000005 450.66846000000004 74.884000000000015 450.66846000000004 200.25500000000002 96.141000000000005 615.99125000000015 65.68125000000002 211.31080500000004 39.370000000000012 28.693750000000005 769.5200000000001 56.897000000000013 1432.0500000000002 1070.9310000000003 decision_type=2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 21 19 5 -1 9 13 -9 10 11 12 -6 15 18 17 -17 -8 -15 24 -13 23 -23 -3 25 26 -2 -10 -27 right_child=1 2 -4 -5 6 -7 7 8 27 -11 -12 20 -14 14 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 28 -28 -29 -30 leaf_value=0.55980173894862395 0.033890322631513571 -0.52564001599947607 -1.4592682391199572 1.0245614933967591 -0.041477232061730963 -0.07842972010223552 0.0031583919166765966 1.1836624988432853 0.24626357888182004 -1.0123282500675748 0.71074434239523754 0.79222765581948429 -0.4568588214450412 -0.1927893543577924 -1.0817015327453614 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97894 75 4990 4969 4934 4879 97819 195 97624 58 97566 170 221 55 111 58 53 186 166 91 44 75 cat_boundaries=0 5 11 cat_threshold=0 0 4096 131072 2147483648 1073741824 8404992 66064 404750338 16 1 is_linear=0 shrinkage=0.01 Tree=959 num_leaves=33 num_cat=3 split_feature=25 10 2 3 1 25 5 10 2 26 0 2 2 11 1 2 9 5 3 10 5 0 3 1 1 8 2 4 0 2 0 25 split_gain=120249 125764 277792 155868 204766 127242 262001 327308 239679 288631 214766 187129 3.67617e+06 170316 197948 152361 151712 128973 122675 115662 104306 95378.1 91460.5 92353.2 91456.4 86015.7 67903.1 70967.1 67195.2 56748.3 63345.8 48571.7 threshold=0 522.5150000000001 654.54975000000002 543.52500000000009 297.44000000000005 1 165.05000000000004 400.0485000000001 747.71500000000015 2022.5000000000002 1438.4900000000002 51.871000000000009 58.463080000000005 58.74315 48.057790000000004 43.305000000000007 4.4316985000000004 209.41500000000005 79.668750000000017 362.01900000000001 418.34600000000006 272.97600000000006 1439.8675000000001 1449.0631000000001 5.6990000000000007 37.265000000000008 200.25500000000002 168.87200500000003 367.42525000000006 194.25275000000002 45.160750000000007 2 decision_type=9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 left_child=19 5 3 4 26 6 7 11 10 24 22 15 -13 16 -15 -2 17 -8 -11 25 -18 -16 23 -7 -10 28 27 -3 29 30 31 -1 right_child=1 2 -4 -5 -6 8 13 -9 9 18 -12 12 -14 14 21 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 leaf_value=-0.03699069875752789 0.056165584478646745 -0.074329981692957084 -1.2687181704977284 0.64663359165191647 -1.1406352499553136 -0.0002028713310195723 -0.79924828938075476 1.3308317288898286 1.260897416803572 0.29089123107666193 -0.89186797601205325 4.3534535616920111 0.068307097961991539 0.83837906360626224 -0.68013949209993541 -0.69854058512934925 -0.40419398188591005 -0.060309390769099559 -0.62720751155506482 0.63832452201843259 -1.1688804728190103 0.26204856690906342 0.57157022578375682 0.57418957608086718 0.45362912882929268 0.37043115175131597 0.43685692298979989 -0.63559893431486902 -0.60691871889175908 -0.55972434647878011 0.40048407513162365 -0.19980588874731936 leaf_weight=338 2885 136 23 24 21 98390 28 21 36 43 27 21 429 30 22 27 44 151 22 20 30 21 28 28 23 33 21 27 31 30 23 439 leaf_count=338 2885 136 23 24 21 98390 28 21 36 43 27 21 429 30 22 27 44 151 22 20 30 21 28 28 23 33 21 27 31 30 23 439 internal_value=0 0.00204811 -0.221074 -0.115852 -0.205119 0.00259791 0.0600176 0.0862698 0.000431773 0.439803 -0.000121451 0.078496 0.268281 -0.210568 0.21495 0.049168 -0.333346 -0.175898 -0.0198499 -0.112543 -0.714202 -0.220001 0.000123121 -3.94562e-05 0.9462 -0.1306 -0.0983481 -0.167301 -0.149803 -0.13273 -0.116718 -0.132028 internal_weight=0 102558 252 229 205 102306 3709 3383 98597 124 98473 3362 450 326 73 2912 253 179 65 914 74 43 98446 98418 59 894 184 163 861 830 800 777 internal_count=103472 102558 252 229 205 102306 3709 3383 98597 124 98473 3362 450 326 73 2912 253 179 65 914 74 43 98446 98418 59 894 184 163 861 830 800 777 cat_boundaries=0 6 11 16 cat_threshold=1073741824 0 0 134217730 16 1 32768 536870914 4096 5440296 2147483680 0 0 0 134217730 16 is_linear=0 shrinkage=0.01 Tree=960 num_leaves=18 num_cat=3 split_feature=6 25 24 26 3 11 4 11 16 4 13 8 24 4 26 4 26 split_gain=309120 114186 723653 170886 127979 116284 97845.2 91452.7 163471 145013 195176 95892.9 82626.2 64437.5 23516.8 15872.4 3656.94 threshold=1424.6500000000003 0 1 2022.5000000000002 1439.8675000000001 1429.7025000000001 6.658744500000001 559.42150000000004 920.44288200000017 214.30459450000004 36.905775000000013 1449.0631000000001 2 74.439000000000021 2022.5000000000002 12.891250000000001 2022.5000000000002 decision_type=2 9 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 2 3 -1 5 7 -6 8 11 13 -11 -3 16 -9 -14 -10 -4 right_child=-2 4 12 -5 6 -7 -8 9 15 10 -12 -13 14 -15 -16 -17 -18 leaf_value=1.1934592989087105 -0.84742042186648348 -8.2594025567829638e-06 0.1867564557492733 0.4655096665895902 1.0098305736888538 0.66832698753246889 0.077004533435987399 -0.15689659010379686 -0.6735835401671274 -0.059962074106389825 -1.3920022487640382 0.56544431304931642 -0.28342386967606015 0.46060216140747073 -0.089441031822033459 -0.3204385554790497 0.080667821927504116 leaf_weight=64 43 102540 64 65 22 26 23 109 35 22 22 30 126 20 124 20 66 leaf_count=64 43 102540 64 65 22 26 23 109 35 22 22 30 126 20 124 20 66 internal_value=0 0.000626604 0.148582 0.767191 -0.000119916 -0.000353266 0.533053 -0.00052239 -0.000135131 -0.230248 -0.725982 0.000157126 -0.0757067 -0.0611603 -0.180008 -0.545167 0.123403 internal_weight=0 103378 509 129 102869 102824 45 102798 102625 173 44 102570 380 129 250 55 130 internal_count=103421 103378 509 129 102869 102824 45 102798 102625 173 44 102570 380 129 250 55 130 cat_boundaries=0 5 6 7 cat_threshold=1073741824 0 0 131072 2147483680 76 3328 is_linear=0 shrinkage=0.01 Tree=961 num_leaves=15 num_cat=2 split_feature=6 14 25 11 3 1 4 7 0 1 0 5 25 10 split_gain=302969 132641 123637 165525 132396 94897.1 89227.6 88795.3 88244.3 173061 98853.1 49930.3 20507.8 4665.47 threshold=1424.6500000000003 1018.0250000000002 0 1429.7025000000001 1439.8675000000001 4.1470000000000011 6.658744500000001 5.0070000000000006 1438.4900000000002 13.903 883.10000000000014 5.0070000000000006 1 25.464445000000001 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 9 2 left_child=1 2 5 4 8 7 -6 11 10 -10 -4 12 -1 -3 right_child=-2 13 3 -5 6 -7 -8 -9 9 -11 -12 -13 -14 -15 leaf_value=0.37022474102857639 -0.83894621194795127 -0.42647619261886138 -0.00044862177401754625 0.8304800999164581 0.99973225506869234 -0.4072869136503765 0.088429145358857653 -0.44405960014178641 0.078483850955963136 -1.1394571089744567 0.2954853826167837 -0.26756864690780641 0.1819546185071404 -0.6200353722572326 leaf_weight=113 43 33 102592 24 22 28 21 21 28 20 113 20 323 20 leaf_count=113 43 33 102592 24 22 28 21 21 28 20 113 20 323 20 internal_value=0 0.000620338 0.000876881 0.000102654 -9.12062e-05 0.155433 0.554677 0.191723 -0.000323365 -0.428992 -0.000123024 0.221003 0.243414 -0.499517 internal_weight=0 103378 103325 102820 102796 505 43 477 102753 48 102705 456 436 53 internal_count=103421 103378 103325 102820 102796 505 43 477 102753 48 102705 456 436 53 cat_boundaries=0 5 10 cat_threshold=1073741824 0 0 131072 2147483680 0 0 0 0 2147483680 is_linear=0 shrinkage=0.01 Tree=962 num_leaves=21 num_cat=3 split_feature=6 22 20 11 25 24 26 3 16 16 7 2 11 24 13 11 26 12 22 26 split_gain=296940 109974 839853 132770 116205 740685 145602 124779 148997 108354 212103 123540 102252 82413.6 43539.8 46861.6 23177 17692.3 15014.4 3171.42 threshold=1424.6500000000003 272.88500000000005 11.100500000000002 559.42150000000004 0 1 2022.5000000000002 1439.8675000000001 920.44288200000017 348.30332000000004 26.311000000000003 176.76250000000002 483.06600000000009 2 8.0612500000000029 671.11374000000012 2022.5000000000002 26.311000000000003 524.87500000000011 2022.5000000000002 decision_type=2 2 2 2 9 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 3 18 4 5 6 -1 8 12 10 14 -12 -6 19 15 -5 -15 -10 -3 -7 right_child=-2 2 -4 9 7 13 -8 -9 17 -11 11 -13 -14 16 -16 -17 -18 -19 -20 -21 leaf_value=1.1794187259674072 -0.83055676116499799 -0.13402092907163832 2.034877413274212 0.41827435463666918 -0.0001426995459114461 0.18369036212563514 0.50220520488799569 0.53248811786825012 -0.68414917369042672 0.44036133146286011 -0.41234320240900729 -1.2927438473701478 0.3821847412671362 -0.28233627765188141 -0.49947600173950196 -0.10907068248217305 -0.089760164337292794 -0.31335053606466817 -0.46561431039463397 0.084521623538090632 leaf_weight=64 43 36 22 22 102426 64 63 44 31 20 37 28 70 126 20 72 124 22 22 65 leaf_count=64 43 36 22 22 102426 64 63 44 31 20 37 28 70 126 20 72 124 22 22 65 internal_value=0 0.000614669 0.371238 0.000327637 0.000825722 0.150518 0.78191 7.27457e-05 -0.000155687 -0.257723 -0.335721 -0.791593 0.000118412 -0.0757186 -0.0757945 0.0143505 -0.179633 -0.530233 -0.259798 0.124101 internal_weight=0 103378 80 103298 103099 506 127 102593 102549 199 179 65 102496 379 114 94 250 53 58 129 internal_count=103421 103378 80 103298 103099 506 127 102593 102549 199 179 65 102496 379 114 94 250 53 58 129 cat_boundaries=0 5 6 7 cat_threshold=1073741824 0 0 131072 2147483680 76 3328 is_linear=0 shrinkage=0.01 Tree=963 num_leaves=14 num_cat=4 split_feature=6 14 25 24 26 11 22 8 24 26 25 26 13 split_gain=291031 129422 118982 677610 163837 162881 88354.2 98405.9 78320.4 105931 72305.9 65246.6 5618.18 threshold=1424.6500000000003 1018.0250000000002 0 1 2022.5000000000002 1429.7025000000001 550.81750000000011 1449.0631000000001 2 2022.5000000000002 3 2022.5000000000002 8.0612500000000029 decision_type=2 2 9 1 2 2 2 2 1 2 9 2 2 left_child=1 2 3 4 -1 6 7 10 11 -10 -4 -5 -3 right_child=-2 12 5 8 -6 -7 -8 -9 9 -11 -12 -13 -14 leaf_value=1.1676244455575944 -0.82225118409755626 -0.58357352320353195 -0.025864561973761104 0.35313311583960239 0.45484723116801334 0.82382202374438451 -0.58296035509843092 0.55451467156410217 -0.38406441952094311 0.030960627845147762 0.0026175892829197393 -0.095140083157826988 -0.3758377377883248 leaf_weight=64 43 30 9849 67 65 24 26 32 123 123 92889 63 23 leaf_count=64 43 30 9849 67 65 24 26 32 123 123 92889 63 23 internal_value=0 0.000608522 0.000861934 0.15248 0.75031 0.000102421 -8.98847e-05 5.75769e-05 -0.0667504 -0.169655 -0.000115121 0.126186 -0.493424 internal_weight=0 103378 103325 505 129 102820 102796 102770 376 246 102738 130 53 internal_count=103421 103378 103325 505 129 102820 102796 102770 376 246 102738 130 53 cat_boundaries=0 5 6 7 13 cat_threshold=1073741824 0 0 131072 2147483680 76 2336 0 1757519874 570708504 2148589600 7357440 177 is_linear=0 shrinkage=0.01 Tree=964 num_leaves=15 num_cat=0 split_feature=14 11 1 3 16 11 8 8 7 8 2 4 26 13 split_gain=148665 113482 101965 81523.2 85602.3 113378 178882 110792 72661.8 57129.4 41390.5 34930 10863.4 9282.75 threshold=1018.0250000000002 1429.7025000000001 1083.8250000000003 1439.8675000000001 920.44288200000017 619.25400000000013 177.77500000000001 168.94500000000002 29.262000000000004 220.81250000000003 188.74200000000002 6.658744500000001 2022.5000000000002 8.0612500000000029 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 9 -7 -6 10 -1 12 -5 -4 -2 right_child=13 -3 8 11 7 6 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.00037944726514928522 -0.6372285673695226 0.64876061296021492 -0.17854625281588785 0.66084326817439154 -0.66268507378441954 -0.081682266231203809 -0.94390029020607469 0.24161230862140656 -0.8569957242012024 0.080052161934387578 0.19816545032319569 0.11943897290663286 -0.44780993646191014 -0.37207936768946442 leaf_weight=102092 31 27 29 26 42 97 32 20 20 908 21 22 31 23 leaf_count=102092 31 27 29 26 42 97 32 20 20 908 21 22 31 23 internal_value=0 0.000537745 0.000368382 0.000679074 0.00048742 0.00071074 -0.295566 -0.370976 -0.317212 0.0010818 -0.183932 0.4127 -0.317666 -0.524295 internal_weight=0 103367 103340 103239 103191 103129 129 62 101 103000 81 48 60 54 internal_count=103421 103367 103340 103239 103191 103129 129 62 101 103000 81 48 60 54 is_linear=0 shrinkage=0.01 Tree=965 num_leaves=16 num_cat=1 split_feature=4 2 0 17 14 2 3 16 13 25 22 14 14 6 1 split_gain=174677 171388 165326 883542 289927 456265 428894 170806 145625 238084 130445 83363.7 79448 162529 69495.1 threshold=1468.3681000000001 4.402000000000001 507.61050000000006 291.77500000000003 96.570750000000018 505.12500000000006 66.588000000000022 1079.5035000000003 54.026500000000006 0 465.57500000000005 1358.5175000000004 766.49265000000003 53.40420000000001 1083.8250000000003 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=2 -2 7 4 5 8 -7 10 9 -4 11 12 14 -14 -1 right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 -12 -13 13 -15 -16 leaf_value=0.0012236030650992164 -0.11209276281297208 -1.2747287586757114 -0.33888131665107901 2.1453536904941903 -0.8569282363255819 2.2073683319091795 0.20506421711133876 -0.71870050661491636 0.85748270579746788 0.18897014896241193 -0.57009771800041198 -0.64447523617744451 -0.006969544748927272 1.0497894105044279 -0.27833327689867343 leaf_weight=102628 32 21 123 22 30 20 23 33 21 229 40 20 43 22 89 leaf_count=102628 32 21 123 22 30 20 23 33 21 229 40 20 43 22 89 internal_value=0 -0.57276 0.00147705 0.189003 0.0925018 0.16097 1.13637 0.000623955 0.0485249 0.000263212 0.000854773 0.00107693 0.00120254 0.350703 0.000981379 internal_weight=0 53 103343 468 446 416 43 102875 373 352 102842 102802 102782 65 102717 internal_count=103396 53 103343 468 446 416 43 102875 373 352 102842 102802 102782 65 102717 cat_boundaries=0 6 cat_threshold=32768 536870912 0 33554432 0 1024 is_linear=0 shrinkage=0.01 Tree=966 num_leaves=20 num_cat=2 split_feature=4 0 0 4 25 1 4 0 24 16 22 4 14 14 11 1 0 0 0 split_gain=171201 164835 161980 873511 294640 220652 491044 316934 194925 167407 127850 125358 81704.8 77867 335749 68112.1 61044.1 57428 22917.5 threshold=1468.3681000000001 26.339000000000002 507.61050000000006 783.3660000000001 0 285.3250000000001 111.55832500000001 594.30750000000012 1 1079.5035000000003 465.57500000000005 117.51455000000003 1358.5175000000004 766.49265000000003 53.047500000000007 1083.8250000000003 748.92250000000013 1077.3535000000002 658.11750000000018 decision_type=2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 9 4 11 6 8 -7 -6 10 12 17 13 15 -15 -1 -9 18 -4 right_child=1 -3 3 -5 5 7 -8 16 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 leaf_value=0.0012113670510033726 -0.11525797724723816 -1.2554501630578723 -0.19250711229112413 2.0874041192427923 -0.11498421856687088 0.82451616191864019 1.435701419984972 -1.0112360607147217 0.45063642646327162 -0.71151349992463087 -0.56439674854278565 -1.0328809173901876 -0.63803048717975619 -0.13194096334775288 1.4252531275749207 -0.27554994033963492 -0.33694130930407296 0.18870831985473632 -0.61268497505187991 leaf_weight=102628 32 21 27 23 111 20 37 25 122 33 40 24 20 45 20 89 29 25 25 leaf_count=102628 32 21 27 23 111 20 37 25 122 33 40 24 20 45 20 89 29 25 25 internal_value=0 -0.567032 0.00146214 0.187081 0.0888623 0.226356 0.365525 -0.250836 0.195583 0.000617716 0.000846225 -0.365642 0.00106616 0.00119052 0.347196 0.000971565 -0.649115 -0.205157 -0.394516 internal_weight=0 53 103343 468 445 344 270 74 233 102875 102842 101 102802 102782 65 102717 54 77 52 internal_count=103396 53 103343 468 445 344 270 74 233 102875 102842 101 102802 102782 65 102717 54 77 52 cat_boundaries=0 6 7 cat_threshold=0 536870912 512 33554432 0 1024 2505 is_linear=0 shrinkage=0.01 Tree=967 num_leaves=19 num_cat=1 split_feature=4 2 0 17 5 2 16 3 0 5 5 22 0 2 11 25 0 11 split_gain=167794 167013 158880 862350 330525 556764 164075 146289 160565 144421 127087 100326 91680 148350 71725.4 66681.8 61177.6 9311.9 threshold=1468.3681000000001 4.402000000000001 507.61050000000006 291.77500000000003 15.581850000000001 505.12500000000006 1079.5035000000003 174.76450000000003 658.11750000000018 670.0675 1424.6500000000003 465.57500000000005 594.30750000000012 348.16250000000008 1085.9700000000003 0 748.92250000000013 1429.7025000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=2 -2 6 4 5 7 10 8 -4 12 11 14 -6 -14 15 -1 -9 -16 right_child=1 -3 3 -5 9 -7 -8 16 -10 -11 -12 -13 13 -15 17 -17 -18 -19 leaf_value=0.023595665175257213 -0.106612439583987 -1.2543134943644207 0.3626639419443467 2.1180293911153623 0.00502897834777832 1.7210776027043662 -0.70439836241982212 0.31080562877655032 -0.14504618792980911 0.39448720750354582 -0.54913031055813744 -0.51266725477419395 -0.42292096756122732 -1.4311222066879272 -0.22550658971071244 -0.0014896212030765666 1.0929665365219117 -0.49393972869430275 leaf_weight=11988 32 21 102 22 25 24 33 20 160 21 42 38 54 20 24 90722 20 28 leaf_count=11988 32 21 102 22 25 24 33 20 160 21 42 38 54 20 24 90722 20 28 internal_value=0 -0.561362 0.00144784 0.185282 0.0899449 0.255109 0.000611539 0.138609 0.052612 -0.358752 0.000837763 0.00106246 -0.51853 -0.695408 0.00125243 0.00144041 0.701886 -0.370048 internal_weight=0 53 103343 468 446 326 102875 302 262 120 102842 102800 99 74 102762 102710 40 52 internal_count=103396 53 103343 468 446 326 102875 302 262 120 102842 102800 99 74 102762 102710 40 52 cat_boundaries=0 6 cat_threshold=1955594628 545259680 537395344 274866952 2282766354 256 is_linear=0 shrinkage=0.01 Tree=968 num_leaves=21 num_cat=2 split_feature=4 2 0 4 25 5 4 2 4 1 16 5 4 22 5 25 2 2 0 0 split_gain=164455 163690 155719 853108 289824 281987 237646 209633 423713 165541 160810 124558 122486 98329.5 80103.5 60666.9 556289 130756 56380.4 22167.6 threshold=1468.3681000000001 4.402000000000001 507.61050000000006 783.3660000000001 0 15.581850000000001 81.253 329.85800000000006 111.55832500000001 242.38250000000002 1079.5035000000003 1424.6500000000003 117.51455000000003 465.57500000000005 298.26650000000006 1 1054.5000000000002 1054.5000000000002 1077.3535000000002 658.11750000000018 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=2 -2 10 4 12 7 14 8 -6 -8 11 13 18 15 -7 16 -1 -17 19 -4 right_child=1 -3 3 -5 5 6 9 -9 -10 -11 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 leaf_value=0.019611324129930444 -0.10554633459076286 -1.2417703792027066 -0.1948829813356753 2.0614269878553309 0.17836017244294577 -0.38245111601693288 0.90619504928588868 1.340357128490101 1.6701312714531309 -0.26238096343146433 -0.69735438317963572 -0.54363901172365459 -1.0241243759791057 -0.50754057708539468 -1.2110651187896728 -0.0011394105357652455 1.4567022818106192 -0.43044902150060088 0.18432086296081543 -0.60812922821044924 leaf_weight=11355 32 21 27 23 204 28 22 22 21 27 33 42 24 38 20 91309 27 71 25 25 leaf_count=11355 32 21 27 23 204 28 22 22 21 27 33 42 24 38 20 91309 27 71 25 25 internal_value=0 -0.555748 0.00143338 0.183429 0.0863643 0.222791 -0.227608 0.408689 0.317592 0.262286 0.000605445 0.000829407 -0.364289 0.00105185 -0.727707 0.00123993 0.0230001 -0.00147281 -0.205936 -0.393559 internal_weight=0 53 103343 468 445 344 97 247 225 49 102875 102842 101 102800 48 102762 11382 91380 77 52 internal_count=103396 53 103343 468 445 344 97 247 225 49 102875 102842 101 102800 48 102762 11382 91380 77 52 cat_boundaries=0 6 12 cat_threshold=0 536870912 512 33554432 0 1024 1955594624 545259680 805830800 274866952 2282766354 256 is_linear=0 shrinkage=0.01 Tree=969 num_leaves=19 num_cat=1 split_feature=4 2 0 17 5 2 16 3 0 5 5 22 0 2 11 25 0 11 split_gain=161182 160432 152620 843075 320602 541691 157610 142712 157708 140725 122079 96372.8 89132.1 144753 70283.3 65258 60263 9118.1 threshold=1468.3681000000001 4.402000000000001 507.61050000000006 291.77500000000003 15.581850000000001 505.12500000000006 1079.5035000000003 174.76450000000003 658.11750000000018 670.0675 1424.6500000000003 465.57500000000005 594.30750000000012 348.16250000000008 1085.9700000000003 0 748.92250000000013 1429.7025000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=2 -2 6 4 5 7 10 8 -4 12 11 14 -6 -14 15 -1 -9 -16 right_child=1 -3 3 -5 9 -7 -8 16 -10 -11 -12 -13 13 -15 17 -17 -18 -19 leaf_value=0.022169548215859699 -0.10449085365980863 -1.229352662222726 0.35742512628143908 2.0926200307499276 0.003931853485107422 1.6959843548138938 -0.69038083770058378 0.30328485298156738 -0.14574816494435072 0.38895688919793991 -0.53820262125560214 -0.5024651755784687 -0.41754031870100233 -1.4134444198608398 -0.22329201037685079 -0.0016471585363083089 1.0795775737762452 -0.48891714828354971 leaf_weight=13191 32 21 102 22 25 24 33 20 160 21 42 38 54 20 24 89519 20 28 leaf_count=13191 32 21 102 22 25 24 33 20 160 21 42 38 54 20 24 89519 20 28 internal_value=0 -0.550191 0.00141905 0.181595 0.0873293 0.249995 0.000599391 0.135082 0.0501437 -0.354581 0.000821113 0.00104134 -0.512301 -0.686704 0.00122753 0.00141361 0.691431 -0.366321 internal_weight=0 53 103343 468 446 326 102875 302 262 120 102842 102800 99 74 102762 102710 40 52 internal_count=103396 53 103343 468 446 326 102875 302 262 120 102842 102800 99 74 102762 102710 40 52 cat_boundaries=0 6 cat_threshold=1955627396 545259680 524432 274866952 2282766354 256 is_linear=0 shrinkage=0.01 Tree=970 num_leaves=29 num_cat=9 split_feature=3 7 13 9 1 22 25 24 25 26 26 6 25 6 2 26 24 25 1 9 0 25 2 24 24 2 6 26 split_gain=162442 226905 389742 438044 163580 111855 109700 434183 359194 548336 170903 117115 110672 107219 102195 89401.5 87974.3 298664 209695 795123 154750 112750 111998 83640.3 51765.8 46405.1 15907.2 3383.92 threshold=514.39811750000013 419.53500000000003 393.36000000000007 287.97507150000007 543.52500000000009 550.81750000000011 0 1 2 2022.5000000000002 2022.5000000000002 1424.6500000000003 3 120.57000000000001 194.25275000000002 2022.5000000000002 4 5 365.42300000000006 361.71125000000001 285.35875000000004 6 873.74500000000012 7 8 149.75950000000003 396.21550000000008 2022.5000000000002 decision_type=2 2 2 2 2 2 9 1 9 2 2 2 9 2 2 2 1 9 2 2 2 9 2 1 1 2 2 2 left_child=5 2 3 4 13 6 7 8 9 -1 -10 16 24 23 -3 -14 17 20 21 -20 -8 -18 -19 -2 27 -26 -15 -9 right_child=1 14 -4 -5 -6 -7 11 12 10 -11 -12 -13 15 26 -16 -17 18 22 19 -21 -22 -23 -24 -25 25 -27 -28 -29 leaf_value=1.7436952696455286 0.054039203547692115 -0.35089754764850328 1.2146994913192024 1.034668139351739 -1.0857873841126759 0.63167047381401065 -0.10568879498559308 -0.045403454609406299 -0.11324668974711978 0.2664985896922924 0.41287267171975339 0.59412687785697704 -0.38779146034708795 -0.48510960578918461 -1.2215517101969038 -0.023849327058267238 0.027835065342713614 -0.0064448577082806711 0.11405995171803694 1.9314254082166233 -0.44919067743846347 -0.0032884566541593759 -0.66303705809208069 -0.30758067822284835 0.10805177440370123 0.60941115188598627 -0.85313391312308939 -0.13947925656636556 leaf_weight=47 119 26 21 27 24 28 2075 78 116 54 132 33 136 24 28 134 14951 31791 325 26 140 52425 26 129 240 20 23 75 leaf_count=47 119 26 21 27 24 28 2075 78 116 54 132 33 136 24 28 134 14951 31791 325 26 140 52425 26 129 240 20 23 75 internal_value=0 -0.197122 -0.10807 -0.188353 -0.291869 -0.000290113 -0.000462202 0.101622 0.383585 0.867969 0.16032 -0.001507 -0.0459123 -0.227279 -0.802348 -0.199769 -0.00170031 -0.0148146 0.00489093 0.24868 -0.126827 0.00362162 -0.00697921 -0.144285 0.0570171 0.141188 -0.665207 -0.0859044 internal_weight=0 421 367 346 319 102852 102824 1032 349 101 248 101792 683 295 54 270 101759 34032 67727 351 2215 67376 31817 248 413 260 47 153 internal_count=103273 421 367 346 319 102852 102824 1032 349 101 248 101792 683 295 54 270 101759 34032 67727 351 2215 67376 31817 248 413 260 47 153 cat_boundaries=0 5 6 11 15 16 21 27 28 29 cat_threshold=256 0 4096 164130 2147483680 1093 0 0 0 131328 2147483680 256 0 0 32770 2248 1074823168 536887296 32 0 524288 1345024 549847680 268960116 342884864 66580 4353 466 770 is_linear=0 shrinkage=0.01 Tree=971 num_leaves=29 num_cat=9 split_feature=3 7 13 9 1 22 25 24 25 26 26 6 25 6 10 26 24 25 1 9 9 25 2 24 24 2 6 26 split_gain=159308 222345 382027 429378 160293 109629 107517 425542 352046 537424 167502 114785 108469 105044 101362 87622.4 86223.9 292720 205522 779300 128135 110507 109769 82096.6 50735.7 45481.7 15590.7 3316.58 threshold=514.39811750000013 419.53500000000003 393.36000000000007 287.97507150000007 543.52500000000009 550.81750000000011 0 1 2 2022.5000000000002 2022.5000000000002 1424.6500000000003 3 120.57000000000001 143.50500000000002 2022.5000000000002 4 5 365.42300000000006 361.71125000000001 551.9285000000001 6 873.74500000000012 7 8 149.75950000000003 396.21550000000008 2022.5000000000002 decision_type=2 2 2 2 2 2 9 1 9 2 2 2 9 2 2 2 1 9 2 2 2 9 2 1 1 2 2 2 left_child=5 2 3 4 13 6 7 8 9 -1 -10 16 24 23 -3 -14 17 20 21 -20 -8 -18 -19 -2 27 -26 -15 -9 right_child=1 14 -4 -5 -6 -7 11 12 10 -11 -12 -13 15 26 -16 -17 18 22 19 -21 -22 -23 -24 -25 25 -27 -28 -29 leaf_value=1.7262583412008083 0.053540702037108964 -1.2118170874459404 1.2025524875095912 1.0243214586046008 -1.0749295123418172 0.62535371286528452 -0.13657097518327541 -0.044949418703715008 -0.11211422254299296 0.26383359061347117 0.40874396103801147 0.58818563880342423 -0.38391354469911143 -0.48025851249694823 -0.34471685079427866 -0.023610829559724725 0.027556900664605984 -0.0063804092101654997 0.11291935283404131 1.9121111591045672 0.42771379034693646 -0.00325557831906517 -0.65640670079451346 -0.30472615825186533 0.10697126114492615 0.60331701469421395 -0.84460255249686866 -0.13808446655273438 leaf_weight=47 119 28 21 27 24 28 2174 78 116 54 132 33 136 24 26 134 14951 31791 325 26 41 52425 26 129 240 20 23 75 leaf_count=47 119 28 21 27 24 28 2174 78 116 54 132 33 136 24 26 134 14951 31791 325 26 41 52425 26 129 240 20 23 75 internal_value=0 -0.195211 -0.107058 -0.186543 -0.28903 -0.000287188 -0.000457556 0.100606 0.37975 0.85929 0.158717 -0.0014919 -0.0454532 -0.225092 -0.794324 -0.197772 -0.00168328 -0.0146664 0.00484205 0.246193 -0.125559 0.00358544 -0.00690942 -0.142944 0.0564469 0.139776 -0.658555 -0.0850453 internal_weight=0 421 367 346 319 102852 102824 1032 349 101 248 101792 683 295 54 270 101759 34032 67727 351 2215 67376 31817 248 413 260 47 153 internal_count=103273 421 367 346 319 102852 102824 1032 349 101 248 101792 683 295 54 270 101759 34032 67727 351 2215 67376 31817 248 413 260 47 153 cat_boundaries=0 5 6 11 15 16 21 27 28 29 cat_threshold=256 0 4096 164130 2147483680 1093 0 0 0 131328 2147483680 256 0 0 32770 2248 1074823168 536887296 32 0 524288 1345024 549847680 268960116 342884864 66580 4353 466 770 is_linear=0 shrinkage=0.01 Tree=972 num_leaves=25 num_cat=2 split_feature=3 16 7 10 8 4 2 5 6 0 9 5 2 4 5 6 11 24 6 4 24 2 2 4 split_gain=156234 439744 279486 302049 205831 186242 812543 171516 113379 101334 276432 324400 150687 176206 101799 144542 126704 101076 80665.1 76001.4 73442.2 292766 167353 6498.88 threshold=514.39811750000013 348.30332000000004 520.34250000000009 362.01900000000001 329.14500000000004 904.34825000000012 266.22500000000008 284.54000000000008 1424.6500000000003 227.10500000000002 551.9285000000001 240.04000000000002 747.71500000000015 370.75000000000006 318.54282000000006 483.25025000000005 3.1373300000000004 0 8.0827500000000025 1086.5100000000002 1 1054.5000000000002 1054.5000000000002 1468.3681000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 left_child=5 2 3 4 7 8 18 17 9 14 12 -12 13 -11 20 16 -16 -2 19 -7 21 -1 -22 -21 right_child=1 -3 -4 -5 -6 6 -8 -9 -10 10 11 -13 -14 -15 15 -17 -18 -19 -20 23 22 -23 -24 -25 leaf_value=0.008896563758052067 -0.0055639902476606693 1.1830470492623069 -1.1096273607677885 0.74187477022409443 0.59688252143859866 -0.34600570780890333 2.180095844268799 -1.0649298661549886 0.5683153242383685 -0.12426604928122872 -0.12767644362016159 1.6320243978500366 -0.79179751157760625 0.41849313289400131 -0.018300869187895964 -0.77478718121846513 -0.403520119997128 -0.40853476218051382 -0.51956749590960416 0.25547583349819841 -0.0070686854011636126 0.99706060759226478 -0.64621733508458945 0.47106769886281752 leaf_weight=50408 106 22 36 32 25 21 21 30 35 1183 22 20 32 63 439 33 106 170 22 29 50320 30 41 27 leaf_count=50408 106 22 36 32 25 21 21 30 35 1183 22 20 32 63 439 33 106 170 22 29 50320 30 41 27 internal_value=0 -0.193318 -0.269208 -0.185861 -0.275551 -0.000284293 0.393442 -0.346829 -0.000744199 -0.00093814 -0.0879906 0.710276 -0.114225 -0.0968232 0.000195345 -0.132137 -0.0932242 -0.268774 0.0144548 0.167033 0.000954163 0.00948243 -0.00758752 0.359422 internal_weight=0 421 399 363 331 102852 120 306 102732 102697 1320 42 1278 1246 101377 578 545 276 99 77 100799 50438 50361 56 internal_count=103273 421 399 363 331 102852 120 306 102732 102697 1320 42 1278 1246 101377 578 545 276 99 77 100799 50438 50361 56 cat_boundaries=0 1 2 cat_threshold=2371 1303 is_linear=0 shrinkage=0.01 Tree=973 num_leaves=28 num_cat=8 split_feature=3 16 7 10 4 2 6 25 24 25 24 25 26 3 25 14 14 0 7 2 6 4 5 24 4 24 4 split_gain=153283 431055 273856 296112 182536 796373 111122 103435 330867 237930 281904 170818 132466 106617 89929.3 119059 133471 82046.3 133889 119029 79059.9 76665.5 101428 114935 74489 46266.5 6369.55 threshold=514.39811750000013 348.30332000000004 520.34250000000009 362.01900000000001 904.34825000000012 266.22500000000008 1424.6500000000003 0 1 2 3 4 2022.5000000000002 32.433910000000004 5 766.49265000000003 228.56250000000003 272.97600000000006 128.02216050000001 1054.5000000000002 8.0827500000000025 553.21400000000006 388.83500000000009 6 1086.5100000000002 7 1468.3681000000001 decision_type=2 2 2 2 2 2 2 9 1 9 1 9 2 2 9 2 2 2 2 2 2 2 2 1 2 1 2 left_child=4 2 3 21 6 20 7 8 9 12 -11 25 -1 -13 15 16 -9 19 -19 -16 24 22 23 -2 -6 -10 -26 right_child=1 -3 -4 -5 5 -7 -8 14 11 10 -12 13 -14 -15 17 -17 -18 18 -20 -21 -22 -23 -24 -25 26 -27 -28 leaf_value=1.0977588886684841 0.013262597665948384 1.1712166040593928 -1.0985310954517788 0.73445602566003798 -0.34254564654259456 2.1582948230561754 0.5626321518761771 -0.025012908239487399 -0.39717394227073305 -0.17013495590628647 0.36981326341871323 0.042167879995158926 0.4036021646218641 0.791664484500885 0.0019875104589354366 0.59129640525387184 -0.29217191379948665 -0.16928743794353882 0.3636218438240198 0.60267712499156145 -0.51437180193987753 0.24833274144392747 -0.89093146187918526 -0.41012517229138812 0.25292104819725297 -0.11097689918579499 0.46635701175089239 leaf_weight=54 108 22 36 32 21 21 35 11853 116 154 236 372 56 20 88872 31 190 505 52 33 22 26 28 169 29 153 27 leaf_count=54 108 22 36 32 21 21 35 11853 116 154 236 372 56 20 88872 31 190 505 52 33 22 26 28 169 29 153 27 internal_value=0 -0.191484 -0.26662 -0.184116 -0.00028145 0.389508 -0.000736758 -0.000928758 0.0925185 0.284221 0.15768 -0.0545654 0.682339 0.0784073 -0.00200618 -0.0276118 -0.0292278 0.0014523 -0.119536 0.00221048 0.0143102 -0.272921 -0.317356 -0.259377 0.165362 -0.244205 0.355828 internal_weight=0 421 399 363 102852 120 102732 102697 1161 500 390 661 110 392 101536 12074 12043 89462 557 88905 99 331 305 277 77 269 56 internal_count=103273 421 399 363 102852 120 102732 102697 1161 500 390 661 110 392 101536 12074 12043 89462 557 88905 99 331 305 277 77 269 56 cat_boundaries=0 5 6 11 12 17 23 24 25 cat_threshold=256 536870912 4096 164130 2147483648 199 0 536870912 0 0 2147483648 6 0 536870912 0 131328 2147483648 1082294336 134276098 570425986 713097224 172507264 568 283 1048 is_linear=0 shrinkage=0.01 Tree=974 num_leaves=28 num_cat=9 split_feature=3 16 7 10 4 2 15 6 4 25 24 25 24 25 26 3 25 1 1 24 1 0 24 6 4 24 4 split_gain=150382 422536 268342 290289 178903 780525 129971 108911 107478 101320 324507 233143 276558 167608 129830 104495 88180.9 132481 306878 111820 84183.3 86002.4 80257.8 77486.6 73006.6 45427.7 6242.8 threshold=514.39811750000013 348.30332000000004 520.34250000000009 362.01900000000001 904.34825000000012 266.22500000000008 16.689500000000006 1424.6500000000003 553.21400000000006 0 1 2 3 4 2022.5000000000002 32.433910000000004 5 205.81150000000002 670.0675 6 1083.8250000000003 272.97600000000006 7 8.0827500000000025 1086.5100000000002 8 1468.3681000000001 decision_type=2 2 2 2 2 2 2 2 2 9 1 9 1 9 2 2 9 2 2 1 2 2 1 2 2 1 2 left_child=4 2 3 6 7 23 8 9 22 10 11 14 -13 25 -1 -15 17 19 -19 -11 21 -18 -2 24 -6 -12 -26 right_child=1 -3 -4 -5 5 -7 -8 -9 -10 16 13 12 -14 15 -16 -17 20 18 -20 -21 -22 -23 -24 -25 26 -27 -28 leaf_value=1.086781300438775 -0.46078228633911883 1.1595044227079911 -1.0875457957055834 0.7271114611625672 -0.33912019479842415 2.1367119780040924 -0.93522489106213602 0.55700579152788432 0.44596608244854474 -0.0040161610458275135 -0.39351741702783677 -0.16853734743304369 0.36626546860324233 0.041746198977193519 0.3995661204734019 0.78374786281585695 0.0020921842049477757 0.23177018831560486 -0.341951121050736 -0.065520405713263827 0.52251740647900491 -0.12266838559679848 -0.10203282276345364 -0.50922808343713932 0.25039183057587722 -0.10993521146796231 0.46169345860128047 leaf_weight=54 112 22 36 32 21 21 27 35 23 6027 116 154 236 372 56 20 88525 475 116 5806 31 556 169 22 29 153 27 leaf_count=54 112 22 36 32 21 21 27 35 23 6027 116 154 236 372 56 20 88525 475 116 5806 31 556 169 22 29 153 27 internal_value=0 -0.189663 -0.264053 -0.182385 -0.000278935 0.385612 -0.270312 -0.00072969 -0.211257 -0.000919771 0.091567 0.281418 0.156153 -0.0540955 0.675516 0.0776232 -0.00198612 -0.0269332 0.119162 -0.0342527 0.00149464 0.00131349 -0.265051 0.0141671 0.163709 -0.241945 0.352269 internal_weight=0 421 399 363 102852 120 331 102732 304 102697 1161 500 390 661 110 392 101536 12424 591 11833 89112 89081 281 99 77 269 56 internal_count=103273 421 399 363 102852 120 331 102732 304 102697 1161 500 390 661 110 392 101536 12424 591 11833 89112 89081 281 99 77 269 56 cat_boundaries=0 5 6 11 12 17 23 24 25 26 cat_threshold=256 536870912 4096 164130 2147483648 199 0 536870912 0 0 2147483648 6 0 536870912 0 131328 2147483648 1082294336 58370 570425986 713097224 180895872 568 2835 3236 1048 is_linear=0 shrinkage=0.01 Tree=975 num_leaves=21 num_cat=2 split_feature=22 11 7 3 0 25 11 15 10 2 1 0 25 2 0 0 1 1 7 7 split_gain=200626 241220 95570 247836 76488.8 242289 149049 207597 198414 119891 152814 119241 114996 81696 74551.6 73302.9 48691.1 38708.7 30119.5 9082.87 threshold=550.81750000000011 1085.9700000000003 1092.2834 36.026400000000002 227.10500000000002 0 10.415024000000001 18.263750000000005 255.87150000000005 747.71500000000015 61.090000000000011 218.42700000000005 1 236.40400000000002 658.11750000000018 11.006572500000001 252.45450000000002 65.605000000000004 25.506607500000005 1449.0631000000001 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 4 19 9 13 8 -8 -7 11 15 12 -1 14 -6 -11 -12 -13 -3 -4 right_child=-2 18 3 -5 5 6 7 -9 -10 10 16 17 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.15307215409477551 0.9551418952508407 -0.47930963764065193 -0.1062465579693134 -1.220740998516912 -0.2090834424950484 0.012270191296103038 -0.49197739306448113 0.15958223695878859 0.80055863091439916 0.33864710958531269 -0.61444944369792942 0.25491683213607125 0.0002817399191595237 -0.87509007113320492 -0.67876115151814054 0.99970521676540369 0.083340424537658692 0.76491497646678586 -0.95874595755338676 0.15807944123561565 leaf_weight=485 22 38 26 23 173 985 134 77 33 104 20 46 101529 28 42 20 20 22 20 26 leaf_count=485 22 38 26 23 173 985 134 77 33 104 20 46 101529 28 42 20 20 22 20 26 internal_value=0 8.75415e-05 0.000447814 -0.356392 0.00070585 -0.0708658 -0.0122135 -0.254204 0.0378237 0.00173624 0.271898 0.00130221 0.00102318 -0.352498 -0.300834 0.445269 -0.265555 0.419916 -0.644633 0.0259164 internal_weight=0 103851 103793 75 103718 1472 1229 211 1018 102246 164 102082 102014 243 215 124 40 68 58 52 internal_count=103873 103851 103793 75 103718 1472 1229 211 1018 102246 164 102082 102014 243 215 124 40 68 58 52 cat_boundaries=0 5 10 cat_threshold=8650752 536870912 65544 35651586 8196 256 536870912 4096 131112 2147483648 is_linear=0 shrinkage=0.01 Tree=976 num_leaves=19 num_cat=2 split_feature=22 11 7 3 25 9 1 2 26 14 10 24 9 5 12 2 7 7 split_gain=196633 236420 93668.2 242904 63562.1 296246 1.36885e+06 337270 493186 151566 492042 138830 117897 117877 113236 106232 29520.1 8902.12 threshold=550.81750000000011 1085.9700000000003 1092.2834 36.026400000000002 0 287.97507150000007 205.81150000000002 654.54975000000002 2022.5000000000002 766.49265000000003 38.739500000000007 1 346.38000000000005 174.00500000000002 51.025000000000013 1054.5000000000002 25.506607500000005 1449.0631000000001 decision_type=2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 2 4 17 5 7 14 11 -9 12 -11 -1 15 -14 -7 -6 -3 -4 right_child=-2 16 3 -5 9 6 -8 8 -10 10 -12 -13 13 -15 -16 -17 -18 -19 leaf_value=0.045930144830949857 0.94559049454602329 -0.47451654409107413 -0.10518408426871666 -1.2085336046633512 -0.001972860437725417 -0.0079381038461412701 2.8926109123229979 1.6485963599912583 -0.041226171193978728 1.2132342930634816 -0.45987038426101207 -0.013549400180059665 -0.069472927011574384 -0.45233619592948393 0.8020325481295586 -0.42289565416177111 -0.94915850847959515 0.15649864719464229 leaf_weight=6765 22 38 26 23 86857 126 20 31 39 39 32 9320 299 110 20 60 20 26 leaf_count=6765 22 38 26 23 86857 126 20 31 39 39 32 9320 299 110 20 60 20 26 internal_value=0 8.68137e-05 0.000443484 -0.352828 0.000698939 0.0188079 0.439112 0.0145007 0.707124 -0.00268468 0.459159 0.0114865 -0.00306048 -0.172443 0.103017 -0.00226343 -0.638186 0.0256573 internal_weight=0 103851 103793 75 103718 16321 166 16155 70 87397 71 16085 87326 409 146 86917 58 52 internal_count=103873 103851 103793 75 103718 16321 166 16155 70 87397 71 16085 87326 409 146 86917 58 52 cat_boundaries=0 6 7 cat_threshold=67109760 549470368 268964440 71503914 2165834752 384 1123 is_linear=0 shrinkage=0.01 Tree=977 num_leaves=18 num_cat=0 split_feature=22 11 7 3 0 5 5 3 9 0 2 5 2 26 10 7 7 split_gain=192720 231715 91804.2 238070 74855.2 233391 251623 243560 201809 116570 116349 146513 95372.8 66243.8 34339.1 28932.7 8724.97 threshold=550.81750000000011 1085.9700000000003 1092.2834 36.026400000000002 227.10500000000002 670.0675 476.36400000000003 364.96250000000003 551.9285000000001 218.42700000000005 747.71500000000015 79.530000000000015 537.86000000000013 2022.5000000000002 125.12683500000001 25.506607500000005 1449.0631000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 16 9 6 8 -7 -6 10 12 -12 -1 -11 -8 -3 -4 right_child=-2 15 3 -5 5 7 14 -9 -10 13 11 -13 -14 -15 -16 -17 -18 leaf_value=0.0013370428649838271 0.93613450093702844 -0.4697713802519598 -0.10413225760826698 -1.1964482467070869 -0.091737151547299667 -0.0072227876919966488 -0.58235358011154903 1.4606220169067381 0.5965251587737691 0.074623993904359878 0.42043258907474007 -0.31687648773193361 -0.28312383040785788 0.70130320065730334 -1.1613307316303254 -0.93966692328453061 0.15493366177265461 leaf_weight=101896 22 38 26 23 1341 26 21 20 44 31 130 34 118 37 20 20 26 leaf_count=101896 22 38 26 23 1341 26 21 20 44 31 130 34 118 37 20 20 26 internal_value=0 8.59768e-05 0.00043908 -0.3493 0.000691981 -0.0701113 -0.0927268 0.630971 -0.0698718 0.00171131 0.00143586 0.267576 0.00100801 0.415611 -0.864781 -0.631804 0.0254007 internal_weight=0 103851 103793 75 103718 1472 1426 46 1385 102246 102178 164 102014 68 41 58 52 internal_count=103873 103851 103793 75 103718 1472 1426 46 1385 102246 102178 164 102014 68 41 58 52 is_linear=0 shrinkage=0.01 Tree=978 num_leaves=21 num_cat=2 split_feature=22 12 0 25 1 26 1 2 2 1 5 0 0 25 2 2 26 9 3 4 split_gain=188885 107254 88730.4 244903 400738 304308 279113 234587 361208 211431 179341 114434 82063.5 80529.2 596789 151926 64925.5 58810.1 36671.2 57644.7 threshold=550.81750000000011 1362.4500000000003 227.10500000000002 0 470.21364 2022.5000000000002 27.10106 747.71500000000015 590.51250000000016 365.42300000000006 670.0675 218.42700000000005 205.86150000000001 1 1054.5000000000002 1054.5000000000002 2022.5000000000002 37.372900000000008 104.02000000000001 5.6990000000000007 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 11 4 5 6 -4 8 10 -9 -5 12 13 14 -1 -15 -13 -7 19 -14 right_child=-2 -3 3 7 -6 17 -8 9 -10 -11 -12 16 18 15 -16 -17 -18 -19 -20 -21 leaf_value=0.020500674920504228 0.92677320610393188 -0.6300991643799676 0.87166650225134468 -0.15905430712111282 1.4950730872154236 -0.34796876203895794 -0.20760189430133719 -1.5789126096452986 0.97345077768961585 -0.19108100642328676 0.60017213761806487 0.073877768055085211 -0.30213317929087458 -0.0018455619523864905 1.4095110299510341 -0.5425292025850369 0.69429021513139877 0.11805078145619985 -0.61135263999303191 0.30294668745994568 leaf_weight=14124 22 27 68 1122 22 101 37 21 30 23 32 31 74 87938 31 52 37 37 24 20 leaf_count=14124 22 27 68 1122 22 101 37 21 30 23 32 31 74 87938 31 52 37 37 24 20 internal_value=0 8.5117e-05 0.000249 -0.0762862 0.195297 0.0856588 0.491353 -0.135381 -0.109839 -0.853455 -0.138001 0.00136564 0.00109295 0.00139742 0.023526 -0.00216485 0.411455 -0.223021 -0.262469 -0.173393 internal_weight=0 103851 103824 1493 265 243 105 1228 1184 44 1154 102331 102263 102145 14155 87990 68 138 118 94 internal_count=103873 103851 103824 1493 265 243 105 1228 1184 44 1154 102331 102263 102145 14155 87990 68 138 118 94 cat_boundaries=0 6 12 cat_threshold=68157444 16896 0 0 1048576 1025 67109760 549453984 528984 74649642 2149057536 896 is_linear=0 shrinkage=0.01 Tree=979 num_leaves=24 num_cat=3 split_feature=22 7 3 25 9 1 2 26 24 25 4 14 4 9 6 3 2 1 4 6 2 9 7 split_gain=185126 98573.4 177159 60395.8 288136 1.33956e+06 283443 529562 134095 396826 139400 124531 291709 120265 262561 126961 134872 133056 98713.8 92759.8 83276.9 31897.7 2143.38 threshold=550.81750000000011 1092.2834 36.026400000000002 0 287.97507150000007 205.81150000000002 654.54975000000002 2022.5000000000002 1 2 341.416 766.49265000000003 48.500870000000006 346.38000000000005 1424.6500000000003 63.016185000000007 466.65428000000003 414.53600000000012 1468.3681000000001 96.823000000000008 1054.5000000000002 551.9285000000001 1449.0631000000001 decision_type=2 2 2 9 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 22 4 6 19 8 -8 9 -1 -10 13 -13 14 18 17 -17 -15 -5 21 -9 -6 -3 right_child=-2 2 -4 11 5 -7 7 20 10 -11 -12 12 -14 15 -16 16 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.55535272566164107 0.91750548145987765 -0.10293722106860234 -1.0701448661088944 -0.0025855145576113899 0.11225322293929565 2.8593512296676638 1.6252053960677117 0.34017312294244767 -0.017301942846417086 0.033266358139444188 0.39683275538610246 0.88007223665714263 -0.44000899021442125 -0.11120414880237409 1.0898347737572409 -0.5535434579950268 0.28353493649026623 0.71728874694733391 -0.6577983259118122 0.66957887192567189 -0.57238877534866339 -0.22207912492752077 0.02315285929611751 leaf_weight=139 22 26 24 86905 78 20 31 20 9243 6634 82 47 26 252 22 118 23 21 23 24 20 45 28 leaf_count=139 22 26 24 86905 78 20 31 20 9243 6634 82 47 26 252 22 118 23 21 23 24 20 45 28 internal_value=0 8.42657e-05 -0.355276 0.000351369 0.0179949 0.431252 0.0137377 0.644184 0.0109571 0.0447839 -0.0136456 -0.00294671 0.409906 -0.00329202 -0.00248243 -0.173327 -0.416999 -0.0474739 -0.00275888 0.100899 -0.116108 -0.0100635 -0.0375572 internal_weight=0 103851 78 103773 16336 167 16169 71 16098 6773 9325 87437 73 87364 86950 414 141 273 86928 147 40 123 54 internal_count=103873 103851 78 103773 16336 167 16169 71 16098 6773 9325 87437 73 87364 86950 414 141 273 86928 147 40 123 54 cat_boundaries=0 6 7 11 cat_threshold=67109760 549470368 268964440 71503914 2165834752 384 1123 0 536870912 0 131072 is_linear=0 shrinkage=0.01 Tree=980 num_leaves=17 num_cat=2 split_feature=11 22 6 18 1 1 2 5 6 1 25 2 13 1 24 2 split_gain=110694 129507 92386.1 197961 269255 137145 213749 155078 87298 82582.1 81010.7 316881 119228 113407 212924 119630 threshold=1429.7025000000001 550.81750000000011 372.84853050000009 42.394000000000013 765.46000000000015 297.44000000000005 537.86000000000013 388.83500000000009 522.5150000000001 1449.0631000000001 0 1054.5000000000002 256.34000000000009 383.96180000000004 1 1054.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 1 2 left_child=1 2 9 4 5 6 -4 -7 -5 10 11 12 -1 15 -15 -12 right_child=-2 -3 3 8 -6 7 -8 -9 -10 -11 13 -13 -14 14 -16 -17 leaf_value=0.019508024033915543 0.62874704071453646 -0.64634438053254162 0.0072973901305634237 -0.24964823878728429 1.0736309413909912 -0.13056390196084977 -0.86670445601145429 -1.2070733829166578 -1.0297558758407832 0.42441646767699198 -0.001596820855248828 1.1065725764521848 0.39312866919435735 0.084581382679283071 -0.3391989144038805 -0.46811847799474543 leaf_weight=12478 28 31 416 26 20 32 30 23 32 46 89963 27 86 208 263 55 leaf_count=12478 28 31 416 26 20 32 30 23 32 46 89963 27 86 208 263 55 internal_value=0 -9.49171e-05 9.82629e-05 -0.125866 -0.0641718 -0.109593 -0.051492 -0.580741 -0.680052 0.00080549 0.000616451 0.0243717 0.0220654 -0.00269134 -0.157458 -0.00188186 internal_weight=0 103736 103705 579 521 501 446 55 58 103126 103080 12591 12564 90489 471 90018 internal_count=103764 103736 103705 579 521 501 446 55 58 103126 103080 12591 12564 90489 471 90018 cat_boundaries=0 6 7 cat_threshold=1140851328 545276040 536940672 73597728 2164802578 129 1331 is_linear=0 shrinkage=0.01 Tree=981 num_leaves=13 num_cat=1 split_feature=4 11 22 25 0 0 3 4 10 2 11 7 split_gain=126486 133449 130143 71506.1 248297 143470 168037 454018 125781 111789 108278 98612 threshold=1468.3681000000001 1429.7025000000001 550.81750000000011 0 1438.4900000000002 1438.4900000000002 764.58775000000003 79.38300000000001 483.25025000000005 1054.5000000000002 422.57650000000007 391.72750000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 5 8 6 9 -8 11 -1 -10 -5 right_child=-2 -3 -4 4 -6 -7 7 -9 10 -11 -12 -13 leaf_value=0.017360626988305008 -0.5485926251184372 0.70323786823837853 -0.65843404563268026 -0.0035818640252284597 0.99321112518310539 -0.68291474227247562 0.049987495406981441 1.782724739074707 -0.34316146003883646 0.52793335127276042 0.28839290551841262 0.17013553311843879 leaf_weight=15763 42 27 30 87184 25 29 62 20 179 43 32 328 leaf_count=15763 42 27 30 87184 25 29 62 20 179 43 32 328 internal_value=0 0.000295949 0.000112918 0.000303497 -0.00323439 0.0197969 0.021092 0.472606 -0.00351874 0.0187496 -0.247381 -0.00293076 internal_weight=0 103722 103695 103665 87748 15917 15888 82 87723 15806 211 87512 internal_count=103764 103722 103695 103665 87748 15917 15888 82 87723 15806 211 87512 cat_boundaries=0 6 cat_threshold=1140851332 545276040 536875656 73597728 2164802578 129 is_linear=0 shrinkage=0.01 Tree=982 num_leaves=9 num_cat=1 split_feature=4 8 11 22 1 25 2 1 split_gain=123969 168454 165883 92258 78551.6 73885.5 241466 95063.4 threshold=1468.3681000000001 1449.0631000000001 1429.7025000000001 550.81750000000011 1449.0631000000001 0 1054.5000000000002 383.96180000000004 decision_type=2 2 2 2 2 9 2 2 left_child=1 2 3 4 5 6 -1 -7 right_child=-2 -3 -4 -5 -6 7 -8 -9 leaf_value=0.020408030367120484 -0.54310670852661136 -0.68364103502697415 0.79918762317070591 -0.56362215814919314 0.40492997517188395 -0.0021253143735864622 0.90401875249801134 -0.1359454489502121 leaf_weight=13076 42 36 26 29 48 89942 31 534 leaf_count=13076 42 36 26 29 48 89942 31 534 internal_value=0 0.00029299 0.000530453 0.000330134 0.00048795 0.000300533 0.0224807 -0.00291481 internal_weight=0 103722 103686 103660 103631 103583 13107 90476 internal_count=103764 103722 103686 103660 103631 103583 13107 90476 cat_boundaries=0 6 cat_threshold=1140851332 545276040 536875152 73597728 2164802578 385 is_linear=0 shrinkage=0.01 Tree=983 num_leaves=9 num_cat=1 split_feature=4 8 11 22 1 25 2 1 split_gain=121502 165102 162582 90422.1 76988.4 72517.8 211009 91404 threshold=1468.3681000000001 1449.0631000000001 1429.7025000000001 550.81750000000011 1449.0631000000001 0 1054.5000000000002 383.96180000000004 decision_type=2 2 2 2 2 9 2 2 left_child=1 2 3 4 5 6 -1 -7 right_child=-2 -3 -4 -5 -6 7 -8 -9 leaf_value=0.019174374953331918 -0.53767565653437654 -0.67680461168289185 0.79119577958033638 -0.55798593882856706 0.40088069831331574 -0.0023104664569119555 0.83210120767354967 -0.13427526807468948 leaf_weight=14574 42 36 26 29 48 88449 32 528 leaf_count=14574 42 36 26 29 48 88449 32 528 internal_value=0 0.00029006 0.000525149 0.000326833 0.00048307 0.000297527 0.0209411 -0.00309321 internal_weight=0 103722 103686 103660 103631 103583 14606 88977 internal_count=103764 103722 103686 103660 103631 103583 14606 88977 cat_boundaries=0 6 cat_threshold=1140851332 545276040 536875152 73597728 2164802578 4225 is_linear=0 shrinkage=0.01 Tree=984 num_leaves=9 num_cat=1 split_feature=4 8 11 22 1 25 2 1 split_gain=119084 161816 159347 88622.7 75456.4 71059 232282 91343.4 threshold=1468.3681000000001 1449.0631000000001 1429.7025000000001 550.81750000000011 1449.0631000000001 0 1054.5000000000002 383.96180000000004 decision_type=2 2 2 2 2 9 2 2 left_child=1 2 3 4 5 6 -1 -7 right_child=-2 -3 -4 -5 -6 7 -8 -9 leaf_value=0.020013454594825585 -0.5322988857541765 -0.67003659036424423 0.78328379997840303 -0.55240608346873321 0.39687189176678661 -0.0020847949270941389 0.88665765254728257 -0.13326048714614541 leaf_weight=13076 42 36 26 29 48 89942 31 534 leaf_count=13076 42 36 26 29 48 89942 31 534 internal_value=0 0.000287159 0.000519897 0.000323564 0.00047824 0.000294552 0.0220464 -0.00285869 internal_weight=0 103722 103686 103660 103631 103583 13107 90476 internal_count=103764 103722 103686 103660 103631 103583 13107 90476 cat_boundaries=0 6 cat_threshold=1140851332 545276040 536875152 73597728 2164802578 385 is_linear=0 shrinkage=0.01 Tree=985 num_leaves=18 num_cat=1 split_feature=22 0 6 3 15 25 10 14 10 3 14 14 6 10 12 0 3 split_gain=146162 105132 193014 313077 89452.1 85787 114696 127919 379936 114237 104621 95005.8 87469.1 66415.7 56101.3 44381.6 9995.82 threshold=550.81750000000011 1077.3535000000002 242.70250000000001 117.51455000000003 907.96050000000014 0 1092.2834 766.49265000000003 16.687305500000004 603.67000000000019 606.07650000000001 361.43000000000006 1070.9310000000003 1439.8675000000001 39.465500000000013 1438.4900000000002 1077.3535000000002 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 15 5 9 7 12 -9 10 11 -1 -7 -8 -6 -3 -11 right_child=-2 2 -4 -5 14 6 13 8 -10 16 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.022734552543876234 0.76551416091918956 -0.60375613516027282 -1.1371353708614003 0.95502376469698813 -0.16582270217961387 0.003675613216490705 0.91331978184836249 1.0652285510737722 -0.3645036782937891 -0.37041992611355257 -0.6688822213649751 0.5605146787422044 0.37940700707897068 0.16936799653938839 -0.82014819049835208 -0.14929198321842013 -0.64494731312706366 leaf_weight=10879 25 44 22 22 38 92157 21 41 34 36 25 28 62 28 20 42 21 leaf_count=10879 25 44 22 22 38 92157 21 41 34 36 25 28 62 28 20 42 21 internal_value=0 0.000798666 -0.2834 -0.109491 0.00115601 0.00137638 0.00452026 0.00426396 0.417083 -0.0250237 -0.0227183 -0.0212373 0.00392822 0.488204 -0.391452 -0.381809 -0.471562 internal_weight=0 103520 130 108 103390 103332 92343 92294 75 10989 10932 10907 92219 49 58 86 57 internal_count=103545 103520 130 108 103390 103332 92343 92294 75 10989 10932 10907 92219 49 58 86 57 cat_boundaries=0 6 cat_threshold=135414016 1610999810 101712256 68173824 1193008 28 is_linear=0 shrinkage=0.01 Tree=986 num_leaves=22 num_cat=1 split_feature=0 6 3 11 25 16 2 8 1 1 3 10 14 11 14 11 0 2 3 26 26 split_gain=103173 189173 306847 98052.2 86075.2 146523 141884 147667 139538 124782 113116 105991 104752 93509 86629.3 63768.8 43498.4 34551.2 28828.1 3188.19 2989.97 threshold=1077.3535000000002 242.70250000000001 117.51455000000003 1429.7025000000001 0 1079.5035000000003 1432.0500000000002 1117.4100000000001 3.2712500000000007 54.547500000000007 514.39811750000013 1092.2834 606.07650000000001 236.36250000000004 361.43000000000006 307.11400000000009 1438.4900000000002 85.347000000000008 764.58775000000003 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 16 4 10 6 7 11 -9 -8 12 -6 13 14 -1 -15 19 18 -12 -2 -18 right_child=1 -3 -4 -5 5 -7 9 8 -10 -11 17 -13 -14 15 -16 -17 20 -19 -20 -21 -22 leaf_value=-0.03687411414110188 -0.67905625136002257 -1.1257640301097522 0.94547351490367548 0.57294431710243221 0.0028612447779444959 0.70210607401529945 -0.095310760828164906 0.89012383725908073 -0.13558216776166643 -1.1459499683380128 0.009105204343795777 0.45885819079829199 -0.7053337512975153 0.71721890866756444 0.53097265212624156 0.11442979713143021 -0.22824651588093151 -0.75224896472433345 -0.4879841244220734 -0.50863447280157181 -0.059306865453720096 leaf_weight=5412 23 22 22 30 97588 30 26 36 21 20 20 51 23 26 27 54 22 23 28 21 20 leaf_count=5412 23 22 22 30 97588 30 26 36 21 20 20 51 23 26 27 54 22 23 28 21 20 internal_value=0 -0.280566 -0.108396 0.00132738 0.00116151 0.00334917 0.00313504 0.00339648 0.512232 -0.55211 -0.0368852 0.00309943 -0.0318698 -0.0290632 -0.0340552 0.310336 -0.37799 -0.433566 -0.280864 -0.597719 -0.147799 internal_weight=0 130 108 103415 103385 97772 97742 97696 57 46 5613 97639 5542 5519 5439 80 86 71 48 44 42 internal_count=103545 130 108 103415 103385 97772 97742 97696 57 46 5613 97639 5542 5519 5439 80 86 71 48 44 42 cat_boundaries=0 5 cat_threshold=1048832 537182210 1048960 68157440 1057840 is_linear=0 shrinkage=0.01 Tree=987 num_leaves=29 num_cat=2 split_feature=0 0 5 24 2 3 2 1 25 14 10 10 3 16 3 14 8 8 3 0 10 0 26 0 14 3 0 26 split_gain=101706 280022 770936 255485 236214 202920 179846 238655 87058.8 126078 369013 134598 133263 150336 113632 97270.3 88532.1 291515 64826.1 57677.9 56352.7 26792.7 38681.1 18245.6 8695.1 7632.21 1067.12 8.90069 threshold=658.11750000000018 594.30750000000012 23.866500000000006 0 266.22500000000008 13.907 408.041 262.14225000000005 1 766.49265000000003 16.687305500000004 1092.2834 1439.8675000000001 267.04450000000003 603.67000000000019 766.49265000000003 199.56750000000002 275.17750000000007 439.23750000000007 883.10000000000014 1439.8675000000001 1077.3535000000002 2022.5000000000002 748.92250000000013 1018.0250000000002 1077.3535000000002 1077.3535000000002 2022.5000000000002 decision_type=2 2 2 1 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 8 -3 4 5 21 7 19 14 11 24 12 13 -10 15 16 18 -18 -1 23 -13 22 -2 -5 -11 -16 -21 -28 right_child=3 2 -4 6 -6 -7 -8 -9 9 10 -12 20 -14 -15 25 -17 17 -19 -20 26 -22 -23 -24 -25 -26 -27 27 -29 leaf_value=-0.036212750306501895 -0.39449545034995448 1.5232023620605468 -0.81795403914018117 -0.35673797639211019 1.1497998491923016 0.69171853748957324 -1.0887416013081868 0.61944142875671393 0.0034087498852477171 1.2036968650817872 -0.34350947816031324 0.94054263997077936 0.5661093597185044 -0.21716285647163466 -0.39207902881077361 -0.72646190941333777 0.74445696438512499 -0.11158682028184065 0.4376631815680142 -0.55600288065319714 0.24020196066962349 -0.50969440269470212 0.16848944353020709 0.013183568517367046 0.91235388892037539 -0.63322253249940419 -0.64145356470538728 -0.63360006685610171 leaf_weight=6354 26 39 22 30 21 30 33 25 96055 20 35 20 42 310 35 20 62 111 29 22 27 30 23 24 21 21 31 27 leaf_count=6354 26 39 22 30 21 30 33 25 96055 20 35 20 42 310 35 20 62 111 29 22 27 30 23 24 21 21 31 27 internal_value=0 0.00151727 0.678851 -0.176483 0.165892 -0.00844863 -0.396299 -0.27751 0.00111676 0.0035259 0.410665 0.00320546 0.00294464 0.00269919 -0.0339029 -0.0301342 -0.02801 0.195203 -0.0340598 -0.444851 0.538219 -0.274335 -0.130237 -0.192328 1.05447 -0.482508 -0.615304 -0.637798 internal_weight=0 103223 61 322 130 109 192 159 103162 96530 76 96454 96407 96365 6632 6576 6556 173 6383 134 47 79 49 54 41 56 80 58 internal_count=103545 103223 61 322 130 109 192 159 103162 96530 76 96454 96407 96365 6632 6576 6556 173 6383 134 47 79 49 54 41 56 80 58 cat_boundaries=0 1 6 cat_threshold=1317 1065216 537182210 1048960 68157440 135275568 is_linear=0 shrinkage=0.01 Tree=988 num_leaves=15 num_cat=1 split_feature=22 15 15 0 2 3 0 25 8 2 2 12 2 1 split_gain=143377 100612 191451 157620 178553 147040 84163.4 80040.1 386624 355806 133572 85159.4 70711.2 68726.5 threshold=550.81750000000011 907.96050000000014 800.10250000000008 748.92250000000013 436.65050000000002 383.96180000000004 1077.3535000000002 0 901.21050000000014 1054.5000000000002 1054.5000000000002 545.35800000000017 47.229000000000006 273.37500000000006 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 7 5 6 -5 8 9 -1 11 -9 -3 -12 right_child=-2 12 -4 4 -6 -7 -8 10 -10 -11 13 -13 -14 -15 leaf_value=0.02561485232890064 0.75816689453124997 -0.1658582421243191 0.8590096607231178 -0.039428538190691094 -0.94753235518932344 0.5154068742949387 -0.46148138933993404 -0.0002737897831688763 1.3885841269720169 1.2452613768974941 -0.575233369635754 -0.23410765994149141 -0.89409873580932608 0.066231361886729373 leaf_weight=7097 25 40 26 95 32 29 94 95802 21 24 61 156 20 23 leaf_count=7097 25 40 26 95 32 29 94 95802 21 24 61 156 20 23 internal_value=0 0.000771229 0.00100864 0.000792966 -0.249997 -0.147606 -0.249338 0.00140059 0.0336738 0.0297254 -0.00100275 -0.000653936 -0.408605 -0.399594 internal_weight=0 103520 103460 103434 250 218 189 103184 7142 7121 96042 95958 60 84 internal_count=103545 103520 103460 103434 250 218 189 103184 7142 7121 96042 95958 60 84 cat_boundaries=0 6 cat_threshold=1610612736 4325504 4168 138584872 2164801538 1 is_linear=0 shrinkage=0.01 Tree=989 num_leaves=15 num_cat=1 split_feature=22 15 15 0 2 3 9 25 2 8 2 9 12 2 split_gain=140524 98609.5 187641 154483 174999 144114 179420 78690.7 554828 357854 166422 151247 90407.2 69304.1 threshold=550.81750000000011 907.96050000000014 800.10250000000008 748.92250000000013 436.65050000000002 383.96180000000004 8.0975000000000019 0 1054.5000000000002 679.47498000000007 1054.5000000000002 31.745000000000001 545.35800000000017 47.229000000000006 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 7 5 6 -5 8 9 -1 12 -12 -9 -3 right_child=-2 13 -4 4 -6 -7 -8 10 -10 -11 11 -13 -14 -15 leaf_value=0.029822888728764305 0.75058526611328125 -0.16419965545088056 0.85041956736491275 -0.35867499393617325 -0.9380570417642593 0.51025279768582044 0.60204599683935001 0.00046355452402598122 1.7076243584156039 1.2810551071166993 -0.65448015081709709 0.33315977048873907 -0.23669609445500078 -0.88515773773193362 leaf_weight=3691 25 40 26 167 32 29 22 99200 20 23 69 20 161 20 leaf_count=3691 25 40 26 167 32 29 22 99200 20 23 69 20 161 20 internal_value=0 0.000763516 0.000998553 0.000785036 -0.247497 -0.14613 -0.246845 0.00138659 0.0463924 0.0375715 -0.000307856 -0.432539 7.92719e-05 -0.404519 internal_weight=0 103520 103460 103434 250 218 189 103184 3734 3714 99450 89 99361 60 internal_count=103545 103520 103460 103434 250 218 189 103184 3734 3714 99450 89 99361 60 cat_boundaries=0 6 cat_threshold=1610612736 4194432 4104 138584360 2148024320 1 is_linear=0 shrinkage=0.01 Tree=990 num_leaves=21 num_cat=3 split_feature=25 0 4 24 7 0 26 0 3 13 3 16 22 0 25 9 26 26 1 0 split_gain=214652 209534 256642 168002 346621 160984 375553 134435 127537 185274 127168 113874 109945 108452 92081.9 71006 65287.6 23367.7 14508.6 50730.2 threshold=0 468.26850000000007 553.21400000000006 1 4.4150000000000009 438.09750000000008 2022.5000000000002 507.61050000000006 56.108500000000014 54.026500000000006 1439.8675000000001 1079.5035000000003 550.81750000000011 883.10000000000014 2 104.45 2022.5000000000002 2022.5000000000002 28.136200000000002 748.92250000000013 decision_type=9 2 2 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=16 5 3 4 18 10 -7 17 9 -9 11 12 14 -10 -2 -4 -1 -5 19 -3 right_child=1 2 15 7 -6 6 -8 8 13 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=-0.6401267894346323 -0.045509474653963364 0.044722177144643424 -1.2936847366889319 -1.0075958224705288 1.2585411403656006 1.3481439903804235 -0.32089520454406739 -0.12705181148287426 -0.70651431705012468 0.87766332912445066 0.57677064594469574 -0.572129143851144 -0.61727357272444106 -0.024181601736280652 0.00057500039131841711 -0.49745503425598148 -0.19528213295569788 -0.52998416209220889 0.1143290428161621 -0.58038535994291307 leaf_weight=67 4526 37 24 21 25 28 26 223 66 20 38 35 29 36 98217 21 65 20 25 20 leaf_count=67 4526 37 24 21 25 28 26 223 66 20 38 35 29 36 98217 21 65 20 25 20 internal_value=0 -0.00235598 -0.199192 -0.133205 0.20828 -0.00132707 0.544533 -0.227371 -0.168927 -0.0443592 -0.00161368 -0.00182746 -0.00163324 -0.465691 -0.00145947 -0.922111 -0.391421 -0.774615 -0.0865215 -0.174614 internal_weight=0 103437 538 493 107 102899 54 386 345 243 102845 102807 102772 102 102743 45 132 41 82 57 internal_count=103569 103437 538 493 107 102899 54 386 345 243 102845 102807 102772 102 102743 45 132 41 82 57 cat_boundaries=0 5 6 12 cat_threshold=0 0 0 0 2147483680 776 1342210048 536887296 128 268435457 1589264 640 is_linear=0 shrinkage=0.01 Tree=991 num_leaves=19 num_cat=2 split_feature=25 0 4 2 24 7 0 0 3 13 3 16 22 0 6 1 1 0 split_gain=210380 205364 251535 165438 164658 339723 157781 131760 124999 181587 124637 111608 107757 106294 97198.8 38134.4 14219.9 49720.6 threshold=0 468.26850000000007 553.21400000000006 381.19000000000005 1 4.4150000000000009 438.09750000000008 507.61050000000006 56.108500000000014 54.026500000000006 1439.8675000000001 1079.5035000000003 550.81750000000011 883.10000000000014 53.40420000000001 63.205375000000011 28.136200000000002 748.92250000000013 decision_type=9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 6 4 -4 5 16 10 -6 9 -9 11 12 14 -10 -2 -8 17 -3 right_child=1 2 3 -5 7 -7 15 8 13 -11 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.38750714248334861 -0.0033230115682210824 0.044274956728961021 -0.31988360674484917 -1.5328507440740413 -0.766868373766178 1.2459557460784911 0.74290262713151822 -0.12578129138647173 -0.69944917967825215 0.86888673543930051 0.5710029381199887 -0.5664078543526786 -0.61110082955195988 -0.02393980715009901 0.048927401456683811 0.19260097885131836 0.11318575248718261 -0.57458150970935817 leaf_weight=132 99050 37 23 22 41 25 34 223 66 20 38 35 29 36 3693 20 25 20 leaf_count=132 99050 37 23 22 41 25 34 223 66 20 38 35 29 36 3693 20 25 20 internal_value=0 -0.00233246 -0.1972 -0.91289 -0.131873 0.206197 -0.00131384 -0.225097 -0.167238 -0.0439156 -0.00159758 -0.00180923 -0.00161695 -0.461034 -0.00144492 0.539087 -0.0856563 -0.172868 internal_weight=0 103437 538 45 493 107 102899 386 345 243 102845 102807 102772 102 102743 54 82 57 internal_count=103569 103437 538 45 493 107 102899 386 345 243 102845 102807 102772 102 102743 54 82 57 cat_boundaries=0 5 6 cat_threshold=0 0 0 0 2147483680 776 is_linear=0 shrinkage=0.01 Tree=992 num_leaves=19 num_cat=5 split_feature=25 24 18 8 12 3 6 25 24 2 4 24 2 8 18 26 26 26 split_gain=207436 232654 137310 129563 127400 108588 95993 98545.2 267154 200335 89737 21103.8 18871.4 14922.6 4206.46 1052.61 920.138 318.993 threshold=0 1 506.30550000000005 75.339000000000013 1040.4400000000003 1439.8675000000001 1424.6500000000003 2 3 747.71500000000015 6.658744500000001 4 6.9336000000000011 5.9884000000000013 887.50750000000005 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 2 9 1 2 2 1 2 2 2 2 2 2 left_child=1 16 4 12 5 6 7 8 -2 -9 -7 17 14 -6 -4 -13 -1 -3 right_child=2 11 3 -5 13 10 -8 9 -10 -11 -12 15 -14 -15 -16 -17 -18 -19 leaf_value=0.15920665837950626 0.034314172543569034 -0.28374783308165419 -0.15707304430007935 -0.86538503997466143 -0.35196527672665462 0.9477777671813965 0.53773399425275403 0.00030798417718150398 -0.096852494031159669 0.414353539770485 0.022261428833007812 -0.53964490335379078 0.13672660011053087 -0.68915412335168758 -0.33184986648105436 -0.59731118265787764 0.10485866243189032 -0.25273100508613483 leaf_weight=59 2738 70 40 34 35 22 33 96513 3570 117 20 67 20 21 21 60 66 63 leaf_count=59 2738 70 40 34 35 22 33 96513 3570 117 20 67 20 21 21 60 66 63 internal_value=0 -0.231558 -0.00195673 -0.347307 -0.00157159 -0.00131237 -0.00151972 -0.0016926 -0.0399551 0.000809228 0.507056 -0.399183 -0.129842 -0.478411 -0.217242 -0.52551 0.120843 -0.250241 internal_weight=0 385 103184 115 103069 103013 102971 102938 6308 96630 42 260 81 56 61 127 125 133 internal_count=103569 385 103184 115 103069 103013 102971 102938 6308 96630 42 260 81 56 61 127 125 133 cat_boundaries=0 5 6 12 13 14 cat_threshold=1073741824 0 0 0 2147483680 2307 269516800 536920064 136 268435457 1589264 640 307 688 is_linear=0 shrinkage=0.01 Tree=993 num_leaves=21 num_cat=2 split_feature=25 0 4 2 24 7 0 26 0 3 6 3 16 22 7 6 26 26 1 0 split_gain=204224 200644 246245 162118 161168 332992 154714 368168 129108 122279 154044 120334 109286 105329 104655 95388.2 63946.8 23004.6 13890.3 48711.7 threshold=0 468.26850000000007 553.21400000000006 381.19000000000005 1 4.4150000000000009 438.09750000000008 2022.5000000000002 507.61050000000006 56.108500000000014 199.14240000000004 1439.8675000000001 1079.5035000000003 550.81750000000011 301.53500000000008 53.40420000000001 2022.5000000000002 2022.5000000000002 28.136200000000002 748.92250000000013 decision_type=9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 6 4 -4 5 18 11 -8 17 10 -10 12 13 15 -11 -2 -1 -6 19 -3 right_child=1 2 3 -5 8 -7 7 -9 9 14 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=-0.62749495976006808 -0.0032660027744176195 0.043977488698186101 -0.31599891247956652 -1.5167306275801227 -0.98994500478108727 1.2335975990295409 1.3295172745840891 -0.3230303560770475 -0.12465133595195683 -0.61889553305543499 0.73545247679171355 0.56107077924828785 -0.56046120016915457 -0.6041533230090963 0.17329197111583891 0.048495463707421006 -0.18724199295043945 -0.51605827999114995 0.11176811294555665 -0.56856802141666418 leaf_weight=67 99050 37 23 22 21 25 28 26 220 81 23 38 35 29 21 3693 65 20 25 20 leaf_count=67 99050 37 23 22 21 25 28 26 220 81 23 38 35 29 21 3693 65 20 25 20 internal_value=0 -0.00228375 -0.194899 -0.903023 -0.130262 0.204188 -0.0012769 0.533846 -0.222498 -0.165215 -0.0432423 -0.00155788 -0.00176584 -0.00157557 -0.455798 -0.00140549 -0.381781 -0.758781 -0.084756 -0.170951 internal_weight=0 103437 538 45 493 107 102899 54 386 345 243 102845 102807 102772 102 102743 132 41 82 57 internal_count=103569 103437 538 45 493 107 102899 54 386 345 243 102845 102807 102772 102 102743 132 41 82 57 cat_boundaries=0 5 6 cat_threshold=0 0 0 0 2147483680 776 is_linear=0 shrinkage=0.01 Tree=994 num_leaves=24 num_cat=4 split_feature=25 24 0 2 6 1 2 7 3 1 0 8 12 6 14 25 10 14 0 2 1 12 24 split_gain=200936 229380 183332 189823 274861 190816 238337 192589 172843 165234 151592 145231 110340 91621.8 259021 126979 89133.7 62064.1 54151.1 38450.2 37481 23802.8 21766.8 threshold=0 1 468.26850000000007 654.54975000000002 2.8222380000000005 352.68673250000012 329.85800000000006 359.98750000000001 1439.8675000000001 511.57525000000004 438.09750000000008 38.116250000000008 871.41750000000013 53.40420000000001 766.49265000000003 2 52.280000000000008 39.641500000000008 658.11750000000018 10.852000000000002 63.205375000000011 1362.4500000000003 3 decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 left_child=1 -1 8 5 -5 6 11 9 10 -7 12 16 13 15 -15 -2 -4 21 -13 -11 -12 -14 -3 right_child=2 22 3 4 -6 7 -8 -9 -10 19 20 18 17 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.12569894989630334 -0.051921793857834533 -0.24573133432043012 -0.069665598309769927 -0.060579746419733224 -1.6803555717468264 -1.4896641233692998 0.78944878637790683 0.31754456472396853 0.71192493102129772 -0.16309605930162513 0.73056951775270351 -0.32088906877181111 -0.36927086123648811 0.041010863530598338 1.0832866215705872 -0.00038198647667825423 0.62025169825553894 -0.84482855501629062 -0.94914632838705315 -0.7352705212434133 0.18500262379646301 0.058928323058145382 -0.51900244790272121 leaf_weight=123 5027 135 294 22 20 23 32 20 34 23 34 34 34 3656 24 93778 20 21 23 24 20 21 127 leaf_count=123 5027 135 294 22 20 23 32 20 34 23 34 34 34 3656 24 93778 20 21 23 24 20 21 127 internal_value=0 -0.22789 -0.00191425 -0.186549 -0.831902 -0.13157 -0.0385977 -0.547879 -0.000952133 -0.795143 -0.00118833 -0.11002 -0.00146723 -0.00118477 0.0478083 -0.00300952 -0.0257218 -0.382357 -0.574396 -0.45527 0.528508 -0.205777 -0.392406 internal_weight=0 385 103184 535 42 493 403 90 102649 70 102615 371 102561 102485 3680 98805 314 76 57 47 54 55 262 internal_count=103569 385 103184 535 42 493 403 90 102649 70 102615 371 102561 102485 3680 98805 314 76 57 47 54 55 262 cat_boundaries=0 5 6 12 13 cat_threshold=1073741824 0 0 0 2147483680 2337 32768 536870912 4736 268435456 1572880 641 658 is_linear=0 shrinkage=0.01 Tree=995 num_leaves=33 num_cat=4 split_feature=25 1 0 0 1 1 0 6 9 26 1 12 12 9 2 25 0 4 9 26 8 25 2 26 0 0 6 25 26 2 1 1 split_gain=200816 146457 217130 235349 209092 133007 236784 227004 220773 190648 129526 123026 252799 103805 217024 102659 91797.3 67155.6 58516.1 54771.2 41102.7 39722.1 64474.8 44646.7 39061.5 36995.5 32456.7 28423.7 9868.58 6151.04 2032.12 33.4671 threshold=0 670.0675 594.30750000000012 51.78475000000001 891.44875000000013 470.21364 31.451000000000004 13.907 253.56500000000003 2022.5000000000002 438.86250000000007 1040.4400000000003 1362.4500000000003 897.08550000000014 8.0915000000000017 1 272.97600000000006 164.62650000000002 5.6990000000000007 2022.5000000000002 233.69980000000001 2 4.1470000000000011 2022.5000000000002 335.27750000000009 28.693750000000005 5.0070000000000006 3 2022.5000000000002 60.912500000000001 543.52500000000009 1083.8250000000003 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 left_child=17 5 3 18 -5 10 7 19 9 24 11 13 -13 15 -15 -2 -6 20 28 -7 21 22 26 -23 -8 -12 27 -1 29 -3 -21 -30 right_child=1 2 -4 4 16 6 8 -9 -10 -11 25 12 -14 14 -16 -17 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126949 109962 107398 196542 111489 217137 114637 105951 89165.5 70566.8 64998 41108.9 36259.3 26372.5 53658.5 21916.8 19161.4 12371.5 9694.85 5433.95 9055.23 53.4932 threshold=0 1 670.0675 594.30750000000012 284.02750000000009 173.21150000000003 470.21364 2.4522500000000003 13.506000000000002 242.38250000000002 438.86250000000007 2022.5000000000002 883.10000000000014 30.531500000000005 888.10000000000014 15.585000000000003 1079.5035000000003 2 169.65250000000003 12.415000000000001 1077.3535000000002 10.847970000000002 28.693750000000005 3 2022.5000000000002 16.925250000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 4 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 1 2 2 left_child=1 28 6 4 5 9 10 8 18 25 12 -9 14 20 16 -16 -2 23 26 -13 -14 -15 -12 27 -25 -4 -8 -3 -1 30 -19 -31 right_child=2 17 3 -5 -6 -7 7 11 -10 -11 22 19 13 21 15 -17 -18 29 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 31 -32 -33 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106105 138531 101739 87890 79348 232798 109161 68469.1 46304 25847.7 52590.7 15736 12125.3 9501.92 7092.15 5404.55 5325.81 8875.03 52.4287 threshold=0 1 670.0675 2 200.25500000000002 270.18175000000008 2022.5000000000002 3 4 883.10000000000014 511.57525000000004 243.40690000000004 393.36000000000007 612.69872000000009 4.402000000000001 64.609000000000023 5 370.75000000000006 316.39255000000009 38.881250000000001 1086.5100000000002 173.15041250000004 887.50750000000005 48.057790000000004 236.10250000000005 354.51980000000003 888.10000000000014 5.6990000000000007 45.345000000000006 6 2022.5000000000002 43.840000000000003 2022.5000000000002 2022.5000000000002 1468.3681000000001 891.44875000000013 7 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 1 2 2 2 9 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 left_child=1 33 7 5 15 6 27 8 10 13 11 12 -2 14 -10 31 29 22 20 -20 21 -19 24 -13 26 -26 -9 -4 -8 32 -31 35 -3 -1 -22 -5 37 -18 -38 right_child=2 16 3 4 -6 -7 28 17 9 -11 -12 23 -14 -15 -16 -17 36 18 19 -21 34 -23 -24 -25 25 -27 -28 -29 -30 30 -32 -33 -34 -35 -36 -37 38 -39 -40 leaf_value=-0.62156302452087409 -0.030948204874539389 0.16943569071831241 0.006964820515025746 -0.29092998194694519 -1.2307131836332124 0.85817350959777827 -0.21532810106421962 -0.00078635810339278633 0.11229385087328363 1.2247203879202566 0.91721100183633653 -0.30457413570825448 0.98166494406186622 0.74462814193022886 -0.20889419942401177 0.34065078783035274 0.033356859099190193 0.0090040329154511076 1.951086770772934 0.74334677028656004 -0.50404095814145844 0.64004398155212405 0.63693595294952399 -1.0704237626946491 -0.072879311891084306 -0.99015025329589845 0.4060399330023563 0.81540055513381959 -0.82511069202423104 0.089957557183045614 0.53159976669720244 -0.74384792282467804 -0.028336813507541532 -0.49437765598297118 -0.26593857257203624 -0.49699871945381163 -0.17810817559518047 -0.14879852969337393 -0.19167972592332144 leaf_weight=119 1579 62 22 20 29 20 33 97627 2140 31 26 43 26 38 172 20 53 267 20 20 29 40 25 23 356 30 66 20 20 52 56 21 62 116 22 35 59 54 55 leaf_count=119 1579 62 22 20 29 20 33 97627 2140 31 26 43 26 38 172 20 53 267 20 20 29 40 25 23 356 30 66 20 20 52 56 21 62 116 22 35 59 54 55 internal_value=0 -0.165381 0.00143404 -0.240397 -0.501571 0.0801333 -0.0752295 0.00199998 0.0571009 0.113192 -0.0218002 -0.0365412 -0.0145445 0.0990106 0.0883992 -0.333556 0.0342927 -0.000286976 0.154338 1.34722 0.0210559 0.0912242 -0.000914308 -0.571461 -0.00107689 -0.14417 -0.000511512 0.391934 -0.445435 0.178494 0.291927 -0.510978 0.0652846 -0.535975 -0.40133 -0.422065 -0.11826 -0.0535659 -0.169764 internal_weight=0 688 102820 240 125 115 95 102580 4078 2381 1697 1671 1605 2350 2312 96 453 98502 398 40 358 307 98104 66 98079 386 97693 42 53 232 108 76 124 235 51 55 221 107 114 internal_count=103508 688 102820 240 125 115 95 102580 4078 2381 1697 1671 1605 2350 2312 96 453 98502 398 40 358 307 98104 66 98079 386 97693 42 53 232 108 76 124 235 51 55 221 107 114 cat_boundaries=0 4 5 6 11 12 13 17 18 cat_threshold=1073742080 536870912 4096 134348808 1100 206 32768 32770 256 4194594 2283339824 962 387 1073741824 0 0 131072 2560 is_linear=0 shrinkage=0.01 Tree=998 num_leaves=30 num_cat=5 split_feature=25 24 11 1 0 0 11 3 12 12 1 3 6 1 4 9 24 0 6 0 11 1 25 26 26 26 24 26 26 split_gain=189087 505309 145760 138456 209132 274884 294975 379301 198734 275776 149965 374892 233173 124290 104212 103144 101776 51608.3 43003 35411.8 33133.9 30114.6 25333.3 51544.1 11884 9312.83 5219.83 8698.42 51.3853 threshold=0 1 1085.9700000000003 670.0675 594.30750000000012 51.78475000000001 37.675000000000004 39.465500000000013 1040.4400000000003 1362.4500000000003 470.21364 2.4522500000000003 38.840000000000011 438.86250000000007 370.75000000000006 897.08550000000014 2 11.006572500000001 112.92600000000003 28.693750000000005 1429.7025000000001 1449.0631000000001 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 4 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 1 2 2 left_child=1 25 3 8 5 18 7 -7 10 -10 13 12 -12 15 -13 -2 22 20 21 -15 -4 -5 24 -24 -3 -1 27 -18 -28 right_child=2 16 17 4 -6 6 -8 -9 9 -11 11 14 -14 19 -16 -17 26 -19 -20 -21 -22 -23 23 -25 -26 -27 28 -29 -30 leaf_value=-0.61534739478295597 0.0019411798529568561 0.16774133128504598 -0.013034429550170899 -0.24105126555149373 -1.0057296703707788 0.06896375902237431 -0.63233882949465792 1.8095798914773125 1.4323095761174742 -0.13375445927408608 0.42332062489486172 -0.44709895361386814 1.5955209145545959 -0.270576409718086 0.31262017745971682 -0.35726735129766168 0.033023292332325344 -0.89910756874084474 -0.81174469811575745 -0.80977695238022573 -0.5683624420847212 -0.66961409378051762 0.089057979125242964 0.52628380451783807 -0.028053450327246422 -0.48943387724202253 -0.17632708966732025 -0.14731054335832597 -0.18976292702284728 leaf_weight=119 102124 62 22 91 31 31 21 21 23 22 112 65 20 29 25 80 53 20 21 21 21 20 52 56 62 116 59 54 55 leaf_count=119 102124 62 22 91 31 31 21 21 23 22 112 65 20 29 25 80 53 20 21 21 21 20 52 56 62 116 59 54 55 internal_value=0 -0.163728 0.0014197 0.00171465 -0.240221 -0.124462 0.367944 0.771905 0.00227158 0.666678 0.00197982 0.261605 0.600927 0.00141616 -0.236066 0.00166001 0.0339498 -0.479437 -0.396777 -0.497041 -0.284241 -0.31827 0.176709 0.289008 0.0646317 -0.530615 -0.117077 -0.0530302 -0.168067 internal_weight=0 688 102820 102757 236 205 73 52 102521 45 102476 222 132 102254 90 102204 453 63 132 50 43 111 232 108 124 235 221 107 114 internal_count=103508 688 102820 102757 236 205 73 52 102521 45 102476 222 132 102254 90 102204 453 63 132 50 43 111 232 108 124 235 221 107 114 cat_boundaries=0 4 5 6 10 11 cat_threshold=1073742080 536870912 4096 134348808 1100 387 1073741824 0 0 131072 2560 is_linear=0 shrinkage=0.01 Tree=999 num_leaves=26 num_cat=4 split_feature=25 11 1 0 0 11 3 12 12 1 3 5 1 25 26 0 25 2 26 0 11 6 3 9 25 split_gain=185324 142859 135701 204970 269878 240015 225010 194779 270288 146981 367432 550886 121817 101339 86102 50581.3 36380.7 49379.1 43542.2 34707.1 32474.5 28339.1 16574.2 15390.5 16520.1 threshold=0 1085.9700000000003 670.0675 594.30750000000012 272.97600000000006 37.675000000000004 174.76450000000003 1040.4400000000003 1362.4500000000003 470.21364 2.4522500000000003 13.506000000000002 438.86250000000007 1 2022.5000000000002 11.006572500000001 2 5.5788600000000015 2022.5000000000002 28.693750000000005 1429.7025000000001 5.0070000000000006 17.426900000000007 10.572500000000003 3 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 9 left_child=16 2 7 4 5 6 -4 9 -9 12 11 -11 13 -2 -12 20 17 21 -18 -14 -3 22 23 24 -1 right_child=1 15 3 -5 -6 -7 -8 8 -10 10 14 -13 19 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.016353012471634724 0.055961552628391933 -0.012904096299951727 -0.30256106369684521 -0.995672371156754 0.6764276545388358 -1.3168728058338166 0.83679621934890747 1.4179864402439284 -0.13241690692576497 0.2370154823687407 0.11999725953126567 1.7609852023278512 -0.26787064494757817 -0.00018197154079833435 -0.50418356484057858 -0.8901164870262146 -0.48109657436232028 -0.59333506981531781 -0.15499397989581615 -0.80167918159848173 -0.56267880587350749 -0.4413043126852616 -0.36378701055049895 -0.32185234840797344 -0.10727359838669116 leaf_weight=187 3313 22 130 31 35 20 20 23 22 101 39 31 29 98891 51 20 79 21 85 21 21 23 20 23 250 leaf_count=187 3313 22 130 31 35 20 20 23 22 101 39 31 29 98891 51 20 79 21 85 21 21 23 20 23 250 internal_value=0 0.0014055 0.0016975 -0.237819 -0.123217 -0.28785 -0.150647 0.00224886 0.660011 0.00196002 0.258989 0.594917 0.00140199 0.00164341 -0.233705 -0.474642 -0.16209 -0.116026 -0.294144 -0.49207 -0.281399 -0.0984054 -0.0819749 -0.0697222 -0.0564522 internal_weight=0 102820 102757 236 205 170 150 102521 45 102476 222 132 102254 102204 90 63 688 524 164 50 43 503 480 460 437 internal_count=103508 102820 102757 236 205 170 150 102521 45 102476 222 132 102254 102204 90 63 688 524 164 50 43 503 480 460 437 cat_boundaries=0 4 9 13 15 cat_threshold=1073742080 536870912 4096 134348808 32768 32770 256 4194594 2148532272 1073742080 536870912 0 134217728 0 536870912 is_linear=0 shrinkage=0.01 end of trees feature_importances: precio_total_lag_3=3051 marca_id_encoded=3023 precio_total_lag_1=2807 precio_total_lag_2=2176 mes=1928 precio_total_lag_4=1832 precio_total_lag_5=1747 precio_total_lag_6=1483 precio_total_lag_7=1416 año=1386 precio_total_lag_11=1070 precio_total_lag_9=1006 precio_total_lag_8=990 precio_total_lag_12=956 precio_total_lag_13=828 precio_total_lag_15=724 precio_total_lag_17=709 precio_total_lag_10=703 precio_total_lag_14=426 precio_total_lag_23=422 precio_total_lag_19=298 precio_total_lag_16=248 precio_total_lag_18=211 precio_total_lag_21=101 precio_total_lag_20=98 precio_total_lag_22=69 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, 19, 21, 22, 23, 24, 25, 26, 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, 57, 58, 59, 60, 61, 62, 63, 64, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 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, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 146, 147, 149, 152, 153, 154, 155, 156, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 170, 171, 172, 173, 174, 175, 176, 187, 188, 208, 230, 232, 247, 253, 268, 273, 277, 278], [3]]